warning: commands will be executed using /bin/sh
job 1841 at Mon Jan 13 12:08:00 2014
FileBase	/isis3/jlong/Gatsby/gatsby140_07282013/gatsby140_07282013
ElecNo	8
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	1
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 514761 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
--- Clustering full data set of 514761 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 26944 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 26964 members 
Mstep: Class 5 contains 27291 members 
Mstep: Class 6 contains 27434 members 
Mstep: Class 7 contains 27177 members 
Mstep: Class 8 contains 27060 members 
Mstep: Class 9 contains 26889 members 
Mstep: Class 10 contains 27081 members 
Mstep: Class 11 contains 27111 members 
Mstep: Class 12 contains 26871 members 
Mstep: Class 13 contains 26842 members 
Mstep: Class 14 contains 26853 members 
Mstep: Class 15 contains 26932 members 
Mstep: Class 16 contains 27020 members 
Mstep: Class 17 contains 27327 members 
Mstep: Class 18 contains 27249 members 
Mstep: Class 19 contains 27019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1631.963745 but Gain 2137.109375
Score: -60240096.000000 Penalty: 38468.015625
Iteration 0F: 19 clusters Score -6.02401e+07 nChanged 487015
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 241084 members 
Mstep: Class 3 contains 15204 members 
Mstep: Class 5 contains 27171 members 
Mstep: Class 6 contains 45053 members 
Mstep: Class 7 contains 6505 members 
Mstep: Class 8 contains 9761 members 
Mstep: Class 9 contains 7787 members 
Mstep: Class 10 contains 10699 members 
Mstep: Class 11 contains 6440 members 
Mstep: Class 12 contains 20764 members 
Mstep: Class 13 contains 6574 members 
Mstep: Class 14 contains 33192 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 9601 members 
Mstep: Class 17 contains 9444 members 
Mstep: Class 18 contains 5510 members 
Mstep: Class 19 contains 4741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1603.291504 but Gain 2137.113281
Score: -61482096.000000 Penalty: 36330.902344
Iteration 1F: 18 clusters Score -6.14821e+07 nChanged 147849
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 246940 members 
Mstep: Class 3 contains 11194 members 
Mstep: Class 5 contains 27738 members 
Mstep: Class 6 contains 49560 members 
Mstep: Class 7 contains 2951 members 
Mstep: Class 8 contains 5916 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 6986 members 
Mstep: Class 11 contains 3672 members 
Mstep: Class 12 contains 22469 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 37054 members 
Mstep: Class 15 contains 9501 members 
Mstep: Class 16 contains 6805 members 
Mstep: Class 17 contains 7215 members 
Mstep: Class 19 contains 3633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61648632.000000 Penalty: 36330.902344
Iteration 2F: 18 clusters Score -6.164863e+07 nChanged 108809
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 205830 members 
Mstep: Class 3 contains 9470 members 
Mstep: Class 5 contains 30810 members 
Mstep: Class 6 contains 58557 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 3640 members 
Mstep: Class 9 contains 4615 members 
Mstep: Class 10 contains 6264 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 24042 members 
Mstep: Class 13 contains 3100 members 
Mstep: Class 14 contains 47333 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 19 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61782580.000000 Penalty: 36330.902344
Iteration 3F: 18 clusters Score -6.178258e+07 nChanged 133617
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 108260 members 
Mstep: Class 2 contains 135780 members 
Mstep: Class 3 contains 10323 members 
Mstep: Class 5 contains 39919 members 
Mstep: Class 6 contains 67473 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 7141 members 
Mstep: Class 11 contains 2032 members 
Mstep: Class 12 contains 29592 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 72681 members 
Mstep: Class 15 contains 14441 members 
Mstep: Class 16 contains 5079 members 
Mstep: Class 17 contains 5749 members 
Mstep: Class 19 contains 4647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62001964.000000 Penalty: 36330.902344
Iteration 4F: 18 clusters Score -6.200196e+07 nChanged 123517
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 93577 members 
Mstep: Class 2 contains 98358 members 
Mstep: Class 3 contains 13080 members 
Mstep: Class 5 contains 50644 members 
Mstep: Class 6 contains 61685 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 2166 members 
Mstep: Class 9 contains 3634 members 
Mstep: Class 10 contains 8463 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 42779 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 103606 members 
Mstep: Class 15 contains 15868 members 
Mstep: Class 16 contains 3866 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 19 contains 4913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62187916.000000 Penalty: 36330.902344
Iteration 5F: 18 clusters Score -6.218792e+07 nChanged 107063
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 90029 members 
Mstep: Class 3 contains 13825 members 
Mstep: Class 5 contains 60467 members 
Mstep: Class 6 contains 48848 members 
Mstep: Class 7 contains 2581 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 1392 members 
Mstep: Class 12 contains 59571 members 
Mstep: Class 13 contains 3874 members 
Mstep: Class 14 contains 126235 members 
Mstep: Class 15 contains 16366 members 
Mstep: Class 16 contains 3070 members 
Mstep: Class 17 contains 4331 members 
Mstep: Class 19 contains 5014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62296464.000000 Penalty: 36330.902344
Iteration 6F: 18 clusters Score -6.229646e+07 nChanged 78523
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 78499 members 
Mstep: Class 3 contains 13504 members 
Mstep: Class 5 contains 69122 members 
Mstep: Class 6 contains 41982 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 72388 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 130987 members 
Mstep: Class 15 contains 16644 members 
Mstep: Class 16 contains 2528 members 
Mstep: Class 17 contains 3996 members 
Mstep: Class 19 contains 5379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62354448.000000 Penalty: 36330.902344
Iteration 7F: 18 clusters Score -6.235445e+07 nChanged 52278
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 75544 members 
Mstep: Class 3 contains 13920 members 
Mstep: Class 5 contains 76868 members 
Mstep: Class 6 contains 37362 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 8629 members 
Mstep: Class 11 contains 1213 members 
Mstep: Class 12 contains 80155 members 
Mstep: Class 13 contains 5446 members 
Mstep: Class 14 contains 127982 members 
Mstep: Class 15 contains 17180 members 
Mstep: Class 16 contains 2130 members 
Mstep: Class 17 contains 3704 members 
Mstep: Class 19 contains 5693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62403676.000000 Penalty: 36330.902344
Iteration 8F: 18 clusters Score -6.240368e+07 nChanged 39378
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 77273 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 5 contains 83323 members 
Mstep: Class 6 contains 33647 members 
Mstep: Class 7 contains 3503 members 
Mstep: Class 8 contains 1503 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 7685 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 84602 members 
Mstep: Class 13 contains 6044 members 
Mstep: Class 14 contains 124080 members 
Mstep: Class 15 contains 17795 members 
Mstep: Class 16 contains 1861 members 
Mstep: Class 17 contains 3421 members 
Mstep: Class 19 contains 5832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62439460.000000 Penalty: 36330.902344
Iteration 9F: 18 clusters Score -6.243946e+07 nChanged 30758
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 80481 members 
Mstep: Class 3 contains 15782 members 
Mstep: Class 5 contains 88310 members 
Mstep: Class 6 contains 30641 members 
Mstep: Class 7 contains 3947 members 
Mstep: Class 8 contains 1532 members 
Mstep: Class 9 contains 1281 members 
Mstep: Class 10 contains 6810 members 
Mstep: Class 11 contains 984 members 
Mstep: Class 12 contains 87294 members 
Mstep: Class 13 contains 6520 members 
Mstep: Class 14 contains 119649 members 
Mstep: Class 15 contains 18334 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 3141 members 
Mstep: Class 19 contains 5834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62464476.000000 Penalty: 36330.902344
Iteration 10F: 18 clusters Score -6.246448e+07 nChanged 24200
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 83078 members 
Mstep: Class 3 contains 16896 members 
Mstep: Class 5 contains 91794 members 
Mstep: Class 6 contains 28145 members 
Mstep: Class 7 contains 4309 members 
Mstep: Class 8 contains 1661 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 6134 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 88835 members 
Mstep: Class 13 contains 6934 members 
Mstep: Class 14 contains 115659 members 
Mstep: Class 15 contains 18748 members 
Mstep: Class 16 contains 2034 members 
Mstep: Class 17 contains 2842 members 
Mstep: Class 19 contains 5704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62479764.000000 Penalty: 36330.902344
Iteration 11Q: 18 clusters Score -6.247976e+07 nChanged 19572
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 84782 members 
Mstep: Class 3 contains 17968 members 
Mstep: Class 5 contains 93748 members 
Mstep: Class 6 contains 26089 members 
Mstep: Class 7 contains 4605 members 
Mstep: Class 8 contains 1893 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 10 contains 5650 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 89545 members 
Mstep: Class 13 contains 7384 members 
Mstep: Class 14 contains 112819 members 
Mstep: Class 15 contains 18993 members 
Mstep: Class 16 contains 2343 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 19 contains 5501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62491148.000000 Penalty: 36330.902344
Iteration 12Q: 18 clusters Score -6.249115e+07 nChanged 16299
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 85724 members 
Mstep: Class 3 contains 18865 members 
Mstep: Class 5 contains 94508 members 
Mstep: Class 6 contains 24365 members 
Mstep: Class 7 contains 4903 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 5364 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 89648 members 
Mstep: Class 13 contains 7853 members 
Mstep: Class 14 contains 111081 members 
Mstep: Class 15 contains 19108 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 19 contains 5250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62501680.000000 Penalty: 36330.902344
Iteration 13Q: 18 clusters Score -6.250168e+07 nChanged 14200
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 86086 members 
Mstep: Class 3 contains 19516 members 
Mstep: Class 5 contains 94925 members 
Mstep: Class 6 contains 22928 members 
Mstep: Class 7 contains 5137 members 
Mstep: Class 8 contains 2910 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 5179 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 89218 members 
Mstep: Class 13 contains 8326 members 
Mstep: Class 14 contains 109980 members 
Mstep: Class 15 contains 19118 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 19 contains 4998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62510796.000000 Penalty: 36330.902344
Iteration 14Q: 18 clusters Score -6.25108e+07 nChanged 12707
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 85999 members 
Mstep: Class 3 contains 20031 members 
Mstep: Class 5 contains 95235 members 
Mstep: Class 6 contains 21800 members 
Mstep: Class 7 contains 5315 members 
Mstep: Class 8 contains 3494 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 88417 members 
Mstep: Class 13 contains 8800 members 
Mstep: Class 14 contains 109315 members 
Mstep: Class 15 contains 19096 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 19 contains 4762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62518600.000000 Penalty: 36330.902344
Iteration 15Q: 18 clusters Score -6.25186e+07 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 85590 members 
Mstep: Class 3 contains 20359 members 
Mstep: Class 5 contains 95632 members 
Mstep: Class 6 contains 21063 members 
Mstep: Class 7 contains 5487 members 
Mstep: Class 8 contains 3917 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 337 members 
Mstep: Class 12 contains 87610 members 
Mstep: Class 13 contains 9262 members 
Mstep: Class 14 contains 108673 members 
Mstep: Class 15 contains 19027 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 19 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62525092.000000 Penalty: 36330.902344
Iteration 16Q: 18 clusters Score -6.252509e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 84998 members 
Mstep: Class 3 contains 20606 members 
Mstep: Class 5 contains 96088 members 
Mstep: Class 6 contains 20546 members 
Mstep: Class 7 contains 5598 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 4908 members 
Mstep: Class 11 contains 337 members 
Mstep: Class 12 contains 86937 members 
Mstep: Class 13 contains 9689 members 
Mstep: Class 14 contains 107889 members 
Mstep: Class 15 contains 18950 members 
Mstep: Class 16 contains 3789 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 19 contains 4271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62530032.000000 Penalty: 36330.902344
Iteration 17Q: 18 clusters Score -6.253003e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 84209 members 
Mstep: Class 3 contains 20693 members 
Mstep: Class 5 contains 96579 members 
Mstep: Class 6 contains 20149 members 
Mstep: Class 7 contains 5706 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 650 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 338 members 
Mstep: Class 12 contains 86489 members 
Mstep: Class 13 contains 10089 members 
Mstep: Class 14 contains 107041 members 
Mstep: Class 15 contains 18876 members 
Mstep: Class 16 contains 4030 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 19 contains 4021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62534208.000000 Penalty: 36330.902344
Iteration 18Q: 18 clusters Score -6.253421e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 83272 members 
Mstep: Class 3 contains 20574 members 
Mstep: Class 5 contains 97090 members 
Mstep: Class 6 contains 19900 members 
Mstep: Class 7 contains 5780 members 
Mstep: Class 8 contains 4626 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 341 members 
Mstep: Class 12 contains 86211 members 
Mstep: Class 13 contains 10400 members 
Mstep: Class 14 contains 106275 members 
Mstep: Class 15 contains 18859 members 
Mstep: Class 16 contains 4146 members 
Mstep: Class 17 contains 2252 members 
Mstep: Class 19 contains 3874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62538060.000000 Penalty: 36330.902344
Iteration 19Q: 18 clusters Score -6.253806e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 82187 members 
Mstep: Class 3 contains 20374 members 
Mstep: Class 5 contains 97526 members 
Mstep: Class 6 contains 19690 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 4762 members 
Mstep: Class 9 contains 671 members 
Mstep: Class 10 contains 4827 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 12 contains 86044 members 
Mstep: Class 13 contains 10623 members 
Mstep: Class 14 contains 105611 members 
Mstep: Class 15 contains 18856 members 
Mstep: Class 16 contains 4162 members 
Mstep: Class 17 contains 2305 members 
Mstep: Class 19 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62542480.000000 Penalty: 36330.902344
Iteration 20F: 18 clusters Score -6.254248e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 80952 members 
Mstep: Class 3 contains 20104 members 
Mstep: Class 5 contains 97887 members 
Mstep: Class 6 contains 19485 members 
Mstep: Class 7 contains 5893 members 
Mstep: Class 8 contains 5554 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 4792 members 
Mstep: Class 11 contains 344 members 
Mstep: Class 12 contains 85760 members 
Mstep: Class 13 contains 10816 members 
Mstep: Class 14 contains 104615 members 
Mstep: Class 15 contains 18862 members 
Mstep: Class 16 contains 4165 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 19 contains 3828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62545968.000000 Penalty: 36330.902344
Iteration 21Q: 18 clusters Score -6.254597e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 79442 members 
Mstep: Class 3 contains 19831 members 
Mstep: Class 5 contains 98197 members 
Mstep: Class 6 contains 19307 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 6267 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 4765 members 
Mstep: Class 11 contains 328 members 
Mstep: Class 12 contains 85523 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 103713 members 
Mstep: Class 15 contains 18874 members 
Mstep: Class 16 contains 4191 members 
Mstep: Class 17 contains 2410 members 
Mstep: Class 19 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62548676.000000 Penalty: 36330.902344
Iteration 22Q: 18 clusters Score -6.254868e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 77723 members 
Mstep: Class 3 contains 19582 members 
Mstep: Class 5 contains 98537 members 
Mstep: Class 6 contains 19154 members 
Mstep: Class 7 contains 5949 members 
Mstep: Class 8 contains 6983 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 4740 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 85302 members 
Mstep: Class 13 contains 11072 members 
Mstep: Class 14 contains 102799 members 
Mstep: Class 15 contains 18868 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 2468 members 
Mstep: Class 19 contains 3799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62551436.000000 Penalty: 36330.902344
Iteration 23Q: 18 clusters Score -6.255144e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 75944 members 
Mstep: Class 3 contains 19350 members 
Mstep: Class 5 contains 98886 members 
Mstep: Class 6 contains 18996 members 
Mstep: Class 7 contains 5952 members 
Mstep: Class 8 contains 7688 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 4695 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 85092 members 
Mstep: Class 13 contains 11155 members 
Mstep: Class 14 contains 101830 members 
Mstep: Class 15 contains 18841 members 
Mstep: Class 16 contains 4226 members 
Mstep: Class 17 contains 2565 members 
Mstep: Class 19 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62553996.000000 Penalty: 36330.902344
Iteration 24Q: 18 clusters Score -6.2554e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 74005 members 
Mstep: Class 3 contains 19139 members 
Mstep: Class 5 contains 99248 members 
Mstep: Class 6 contains 18864 members 
Mstep: Class 7 contains 5964 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 635 members 
Mstep: Class 10 contains 4632 members 
Mstep: Class 11 contains 319 members 
Mstep: Class 12 contains 84880 members 
Mstep: Class 13 contains 11217 members 
Mstep: Class 14 contains 100814 members 
Mstep: Class 15 contains 18803 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 19 contains 3731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62556164.000000 Penalty: 36330.902344
Iteration 25Q: 18 clusters Score -6.255616e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 71911 members 
Mstep: Class 3 contains 18909 members 
Mstep: Class 5 contains 99607 members 
Mstep: Class 6 contains 18728 members 
Mstep: Class 7 contains 5983 members 
Mstep: Class 8 contains 9146 members 
Mstep: Class 9 contains 635 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 84688 members 
Mstep: Class 13 contains 11216 members 
Mstep: Class 14 contains 99735 members 
Mstep: Class 15 contains 18776 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 2791 members 
Mstep: Class 19 contains 3692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62558528.000000 Penalty: 36330.902344
Iteration 26Q: 18 clusters Score -6.255853e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 69770 members 
Mstep: Class 3 contains 18714 members 
Mstep: Class 5 contains 99976 members 
Mstep: Class 6 contains 18612 members 
Mstep: Class 7 contains 6013 members 
Mstep: Class 8 contains 9991 members 
Mstep: Class 9 contains 634 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 84483 members 
Mstep: Class 13 contains 11198 members 
Mstep: Class 14 contains 98526 members 
Mstep: Class 15 contains 18762 members 
Mstep: Class 16 contains 4208 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 19 contains 3647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62560920.000000 Penalty: 36330.902344
Iteration 27Q: 18 clusters Score -6.256092e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 67510 members 
Mstep: Class 3 contains 18546 members 
Mstep: Class 5 contains 100319 members 
Mstep: Class 6 contains 18502 members 
Mstep: Class 7 contains 6054 members 
Mstep: Class 8 contains 10795 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 4519 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 84256 members 
Mstep: Class 13 contains 11164 members 
Mstep: Class 14 contains 97403 members 
Mstep: Class 15 contains 18750 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 2927 members 
Mstep: Class 19 contains 3608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62563012.000000 Penalty: 36330.902344
Iteration 28Q: 18 clusters Score -6.256301e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 65234 members 
Mstep: Class 3 contains 18363 members 
Mstep: Class 5 contains 100606 members 
Mstep: Class 6 contains 18412 members 
Mstep: Class 7 contains 6087 members 
Mstep: Class 8 contains 11528 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 84043 members 
Mstep: Class 13 contains 11126 members 
Mstep: Class 14 contains 96409 members 
Mstep: Class 15 contains 18745 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 19 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62565432.000000 Penalty: 36330.902344
Iteration 29Q: 18 clusters Score -6.256543e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 63001 members 
Mstep: Class 3 contains 18202 members 
Mstep: Class 5 contains 100788 members 
Mstep: Class 6 contains 18341 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 12175 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 83847 members 
Mstep: Class 13 contains 11101 members 
Mstep: Class 14 contains 95581 members 
Mstep: Class 15 contains 18738 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 19 contains 3556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62567416.000000 Penalty: 36330.902344
Iteration 30Q: 18 clusters Score -6.256742e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 60830 members 
Mstep: Class 3 contains 18065 members 
Mstep: Class 5 contains 100940 members 
Mstep: Class 6 contains 18286 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 8 contains 12698 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 4386 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 83692 members 
Mstep: Class 13 contains 11076 members 
Mstep: Class 14 contains 94914 members 
Mstep: Class 15 contains 18728 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 19 contains 3538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62568704.000000 Penalty: 36330.902344
Iteration 31Q: 18 clusters Score -6.25687e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 59180 members 
Mstep: Class 3 contains 17961 members 
Mstep: Class 5 contains 101103 members 
Mstep: Class 6 contains 18280 members 
Mstep: Class 7 contains 6177 members 
Mstep: Class 8 contains 13146 members 
Mstep: Class 9 contains 626 members 
Mstep: Class 10 contains 4301 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 83569 members 
Mstep: Class 13 contains 11051 members 
Mstep: Class 14 contains 94317 members 
Mstep: Class 15 contains 18718 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 19 contains 3531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62569388.000000 Penalty: 36330.902344
Iteration 32Q: 18 clusters Score -6.256939e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 58220 members 
Mstep: Class 3 contains 17853 members 
Mstep: Class 5 contains 101271 members 
Mstep: Class 6 contains 18267 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 13558 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 83461 members 
Mstep: Class 13 contains 11024 members 
Mstep: Class 14 contains 93817 members 
Mstep: Class 15 contains 18706 members 
Mstep: Class 16 contains 4226 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 19 contains 3520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62569676.000000 Penalty: 36330.902344
Iteration 33Q: 18 clusters Score -6.256968e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 57728 members 
Mstep: Class 3 contains 17761 members 
Mstep: Class 5 contains 101487 members 
Mstep: Class 6 contains 18247 members 
Mstep: Class 7 contains 6183 members 
Mstep: Class 8 contains 13870 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 83356 members 
Mstep: Class 13 contains 11012 members 
Mstep: Class 14 contains 93433 members 
Mstep: Class 15 contains 18700 members 
Mstep: Class 16 contains 4232 members 
Mstep: Class 17 contains 3051 members 
Mstep: Class 19 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62570300.000000 Penalty: 36330.902344
Iteration 34Q: 18 clusters Score -6.25703e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 57558 members 
Mstep: Class 3 contains 17687 members 
Mstep: Class 5 contains 101659 members 
Mstep: Class 6 contains 18224 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 14129 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 4191 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 83281 members 
Mstep: Class 13 contains 11001 members 
Mstep: Class 14 contains 93136 members 
Mstep: Class 15 contains 18696 members 
Mstep: Class 16 contains 4234 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 19 contains 3506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62570748.000000 Penalty: 36330.902344
Iteration 35Q: 18 clusters Score -6.257075e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 77249 members 
Mstep: Class 2 contains 57591 members 
Mstep: Class 3 contains 17626 members 
Mstep: Class 5 contains 101808 members 
Mstep: Class 6 contains 18203 members 
Mstep: Class 7 contains 6204 members 
Mstep: Class 8 contains 14359 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 83188 members 
Mstep: Class 13 contains 10978 members 
Mstep: Class 14 contains 92906 members 
Mstep: Class 15 contains 18698 members 
Mstep: Class 16 contains 4234 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 19 contains 3502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62571152.000000 Penalty: 36330.902344
Iteration 36Q: 18 clusters Score -6.257115e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 77087 members 
Mstep: Class 2 contains 57784 members 
Mstep: Class 3 contains 17568 members 
Mstep: Class 5 contains 101866 members 
Mstep: Class 6 contains 18198 members 
Mstep: Class 7 contains 6229 members 
Mstep: Class 8 contains 14571 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 4139 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 83135 members 
Mstep: Class 13 contains 10965 members 
Mstep: Class 14 contains 92743 members 
Mstep: Class 15 contains 18693 members 
Mstep: Class 16 contains 4237 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 19 contains 3503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62571348.000000 Penalty: 36330.902344
Iteration 37Q: 18 clusters Score -6.257135e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 76793 members 
Mstep: Class 2 contains 58084 members 
Mstep: Class 3 contains 17517 members 
Mstep: Class 5 contains 101924 members 
Mstep: Class 6 contains 18192 members 
Mstep: Class 7 contains 6247 members 
Mstep: Class 8 contains 14759 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 4118 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 83101 members 
Mstep: Class 13 contains 10948 members 
Mstep: Class 14 contains 92606 members 
Mstep: Class 15 contains 18687 members 
Mstep: Class 16 contains 4238 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 19 contains 3498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62571572.000000 Penalty: 36330.902344
Iteration 38Q: 18 clusters Score -6.257157e+07 nChanged 1252
Entering ConstructFrom: 
Score: -62571572.000000 Penalty: 36330.902344
Entering ConstructFrom: 
Trying to split cluster 1 (76415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Entering Unmasked Estep 
Score: -9456826.000000 Penalty: 1827.139404
	Iteration 0F: 2 clusters Score -9456826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -9409357.000000 Penalty: 3654.278809
	Iteration 0F: 3 clusters Score -9409357 nChanged 36180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -9430945.000000 Penalty: 3654.278809
	Iteration 1F: 3 clusters Score -9430945 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -9432353.000000 Penalty: 3654.278809
	Iteration 2Q: 3 clusters Score -9432353 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -9434311.000000 Penalty: 3654.278809
	Iteration 3F: 3 clusters Score -9434311 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -9437283.000000 Penalty: 3654.278809
	Iteration 4F: 3 clusters Score -9437283 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -9440911.000000 Penalty: 3654.278809
	Iteration 5F: 3 clusters Score -9440911 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -9444580.000000 Penalty: 3654.278809
	Iteration 6F: 3 clusters Score -9444580 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -9447587.000000 Penalty: 3654.278809
	Iteration 7F: 3 clusters Score -9447587 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -9449975.000000 Penalty: 3654.278809
	Iteration 8Q: 3 clusters Score -9449975 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -9451689.000000 Penalty: 3654.278809
	Iteration 9Q: 3 clusters Score -9451689 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -9452790.000000 Penalty: 3654.278809
	Iteration 10Q: 3 clusters Score -9452790 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -9453628.000000 Penalty: 3654.278809
	Iteration 11Q: 3 clusters Score -9453628 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -9454011.000000 Penalty: 3654.278809
	Iteration 12Q: 3 clusters Score -9454011 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -9454386.000000 Penalty: 3654.278809
	Iteration 13Q: 3 clusters Score -9454386 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 72234 members 
Entering Unmasked Estep 
Score: -9454579.000000 Penalty: 3654.278809
	Iteration 14Q: 3 clusters Score -9454579 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -9454757.000000 Penalty: 3654.278809
	Iteration 15Q: 3 clusters Score -9454757 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -9454865.000000 Penalty: 3654.278809
	Iteration 16Q: 3 clusters Score -9454865 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -9454943.000000 Penalty: 3654.278809
	Iteration 17Q: 3 clusters Score -9454943 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -9455024.000000 Penalty: 3654.278809
	Iteration 18Q: 3 clusters Score -9455024 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 73869 members 
Entering Unmasked Estep 
Score: -9455079.000000 Penalty: 3654.278809
	Iteration 19Q: 3 clusters Score -9455079 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 74052 members 
Entering Unmasked Estep 
Score: -9455131.000000 Penalty: 3654.278809
	Iteration 20F: 3 clusters Score -9455131 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -9455183.000000 Penalty: 3654.278809
	Iteration 21Q: 3 clusters Score -9455183 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -9455208.000000 Penalty: 3654.278809
	Iteration 22Q: 3 clusters Score -9455208 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -9455205.000000 Penalty: 3654.278809
	Iteration 23Q: 3 clusters Score -9455205 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 74557 members 
Entering Unmasked Estep 
Score: -9455235.000000 Penalty: 3654.278809
	Iteration 24Q: 3 clusters Score -9455235 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 74644 members 
Entering Unmasked Estep 
Score: -9455261.000000 Penalty: 3654.278809
	Iteration 25Q: 3 clusters Score -9455261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -9455294.000000 Penalty: 3654.278809
	Iteration 26Q: 3 clusters Score -9455294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 74778 members 
Entering Unmasked Estep 
Score: -9455304.000000 Penalty: 3654.278809
	Iteration 27Q: 3 clusters Score -9455304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -9455319.000000 Penalty: 3654.278809
	Iteration 28Q: 3 clusters Score -9455319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 74872 members 
Entering Unmasked Estep 
Score: -9455342.000000 Penalty: 3654.278809
	Iteration 29Q: 3 clusters Score -9455342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -9455359.000000 Penalty: 3654.278809
	Iteration 30Q: 3 clusters Score -9455359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 74955 members 
Entering Unmasked Estep 
Score: -9455359.000000 Penalty: 3654.278809
	Iteration 31Q: 3 clusters Score -9455359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -9455377.000000 Penalty: 3654.278809
	Iteration 32Q: 3 clusters Score -9455377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -9455381.000000 Penalty: 3654.278809
	Iteration 33Q: 3 clusters Score -9455381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -9455387.000000 Penalty: 3654.278809
	Iteration 34Q: 3 clusters Score -9455387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -9455379.000000 Penalty: 3654.278809
	Iteration 35Q: 3 clusters Score -9455379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -9455391.000000 Penalty: 3654.278809
	Iteration 36Q: 3 clusters Score -9455391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
Score: -9455382.000000 Penalty: 3654.278809
	Iteration 37Q: 3 clusters Score -9455382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -9455384.000000 Penalty: 3654.278809
	Iteration 38Q: 3 clusters Score -9455384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -9455396.000000 Penalty: 3654.278809
	Iteration 39Q: 3 clusters Score -9455396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 75171 members 
Entering Unmasked Estep 
Score: -9455398.000000 Penalty: 3654.278809
	Iteration 40F: 3 clusters Score -9455398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 75185 members 
Entering Unmasked Estep 
Score: -9455398.000000 Penalty: 3654.278809
	Iteration 41Q: 3 clusters Score -9455398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -9455413.000000 Penalty: 3654.278809
	Iteration 42Q: 3 clusters Score -9455413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -9455410.000000 Penalty: 3654.278809
	Iteration 43Q: 3 clusters Score -9455410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -9455406.000000 Penalty: 3654.278809
	Iteration 44Q: 3 clusters Score -9455406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -9455408.000000 Penalty: 3654.278809
	Iteration 45Q: 3 clusters Score -9455408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -9455416.000000 Penalty: 3654.278809
	Iteration 46Q: 3 clusters Score -9455416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -9455416.000000 Penalty: 3654.278809
	Iteration 47Q: 3 clusters Score -9455416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -9455416.000000 Penalty: 3654.278809
	Iteration 48Q: 3 clusters Score -9455416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -9455415.000000 Penalty: 3654.278809
	Iteration 49Q: 3 clusters Score -9455415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -9455419.000000 Penalty: 3654.278809
	Iteration 50Q: 3 clusters Score -9455419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -9455424.000000 Penalty: 3654.278809
	Iteration 51Q: 3 clusters Score -9455424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -9455428.000000 Penalty: 3654.278809
	Iteration 52Q: 3 clusters Score -9455428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -9455424.000000 Penalty: 3654.278809
	Iteration 53Q: 3 clusters Score -9455424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -9455417.000000 Penalty: 3654.278809
	Iteration 54Q: 3 clusters Score -9455417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -9455417.000000 Penalty: 3654.278809
	Iteration 55Q: 3 clusters Score -9455417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -9455417.000000 Penalty: 3654.278809
	Iteration 56F: 3 clusters Score -9455417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Entering Unmasked Estep 
Score: -7231754.000000 Penalty: 1783.660400
	Iteration 0F: 2 clusters Score -7231754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -7193083.500000 Penalty: 3567.320801
	Iteration 0F: 3 clusters Score -7193084 nChanged 27589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -7209217.000000 Penalty: 3567.320801
	Iteration 1F: 3 clusters Score -7209217 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -7209833.500000 Penalty: 3567.320801
	Iteration 2Q: 3 clusters Score -7209834 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -7210530.500000 Penalty: 3567.320801
	Iteration 3Q: 3 clusters Score -7210530 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7211444 nChanged 2840
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7212763 nChanged 3348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7214661 nChanged 3833
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Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7217239 nChanged 3916
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Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7220092 nChanged 3595
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -7222908 nChanged 2927
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Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -7225078 nChanged 2250
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Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7226700 nChanged 1720
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Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7227887 nChanged 1319
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Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7228740 nChanged 983
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Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7229314 nChanged 680
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Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7229740 nChanged 452
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Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7229978 nChanged 292
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Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7230107 nChanged 178
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Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7230183 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7230236 nChanged 86
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Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7230278 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7230328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7230368 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7230393.500000 Penalty: 3567.320801
	Iteration 23Q: 3 clusters Score -7230394 nChanged 49
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Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7230438 nChanged 43
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Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7230458 nChanged 31
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Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7230488 nChanged 38
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Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7230538 nChanged 50
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Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7230612 nChanged 55
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Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7230656 nChanged 43
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Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7230688 nChanged 37
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Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7230723.000000 Penalty: 3567.320801
	Iteration 31Q: 3 clusters Score -7230723 nChanged 26
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Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7230737 nChanged 18
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Mstep: Class 1 contains 57824 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7230733 nChanged 22
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Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7230750 nChanged 23
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Mstep: Class 1 contains 57801 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7230754 nChanged 29
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Mstep: Class 1 contains 57790 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 57778 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7230794 nChanged 27
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Mstep: Class 1 contains 57769 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 57763 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7230825 nChanged 20
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Mstep: Class 1 contains 57757 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7230831 nChanged 26
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Mstep: Class 1 contains 57747 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7230840 nChanged 16
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Mstep: Class 1 contains 57743 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7230854 nChanged 20
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Mstep: Class 1 contains 57731 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7230863 nChanged 15
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 57707 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7230870 nChanged 12
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Mstep: Class 1 contains 57701 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7230872 nChanged 7
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Mstep: Class 1 contains 57698 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7230868 nChanged 5
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Mstep: Class 1 contains 57693 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7230880 nChanged 7
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Mstep: Class 1 contains 57688 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7230882 nChanged 5
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Mstep: Class 1 contains 57685 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7230884 nChanged 9
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Mstep: Class 1 contains 57678 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7230887 nChanged 9
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Mstep: Class 1 contains 57671 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7230886 nChanged 13
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Mstep: Class 1 contains 57658 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7230894 nChanged 15
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Mstep: Class 1 contains 57649 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7230891 nChanged 27
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Mstep: Class 1 contains 57632 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7230923 nChanged 32
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Mstep: Class 1 contains 57616 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7230946 nChanged 32
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	Iteration 58Q: 3 clusters Score -7230970 nChanged 38
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Mstep: Class 1 contains 57596 members 
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	Iteration 59Q: 3 clusters Score -7231013 nChanged 33
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Mstep: Class 1 contains 57583 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7231036 nChanged 42
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Mstep: Class 1 contains 57565 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7231048 nChanged 30
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7231056 nChanged 25
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7231069 nChanged 18
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7231071 nChanged 13
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Mstep: Class 1 contains 57509 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7231083 nChanged 11
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7231084 nChanged 10
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7231086 nChanged 12
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Mstep: Class 1 contains 57500 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7231090 nChanged 9
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7231096 nChanged 12
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7231100 nChanged 8
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7231092 nChanged 5
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7231102 nChanged 3
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7231098 nChanged 2
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	Iteration 74Q: 3 clusters Score -7231095 nChanged 3
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	Iteration 75Q: 3 clusters Score -7231099 nChanged 2
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	Iteration 76Q: 3 clusters Score -7231099 nChanged 2
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	Iteration 77Q: 3 clusters Score -7231102 nChanged 5
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	Iteration 78Q: 3 clusters Score -7231101 nChanged 5
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	Iteration 79Q: 3 clusters Score -7231106 nChanged 3
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	Iteration 80F: 3 clusters Score -7231102 nChanged 3
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	Iteration 81Q: 3 clusters Score -7231105 nChanged 2
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	Iteration 82Q: 3 clusters Score -7231101 nChanged 4
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	Iteration 83Q: 3 clusters Score -7231103 nChanged 5
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	Iteration 84Q: 3 clusters Score -7231106 nChanged 4
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	Iteration 85Q: 3 clusters Score -7231104 nChanged 7
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	Iteration 86Q: 3 clusters Score -7231112 nChanged 8
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	Iteration 87Q: 3 clusters Score -7231112 nChanged 7
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	Iteration 88Q: 3 clusters Score -7231116 nChanged 5
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	Iteration 89Q: 3 clusters Score -7231122 nChanged 5
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7231122 nChanged 4
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	Iteration 92Q: 3 clusters Score -7231124 nChanged 2
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	Iteration 93Q: 3 clusters Score -7231124 nChanged 2
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	Iteration 94Q: 3 clusters Score -7231130 nChanged 2
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	Iteration 95Q: 3 clusters Score -7231128 nChanged 0
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Entering Unmasked Estep 
Score: -7231128.500000 Penalty: 3567.320801
	Iteration 96F: 3 clusters Score -7231128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Entering Unmasked Estep 
Score: -2214022.000000 Penalty: 1587.450562
	Iteration 0F: 2 clusters Score -2214022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2202063.250000 Penalty: 3174.901123
	Iteration 0F: 3 clusters Score -2202063 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2206146.250000 Penalty: 3174.901123
	Iteration 1F: 3 clusters Score -2206146 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2206410.250000 Penalty: 3174.901123
	Iteration 2Q: 3 clusters Score -2206410 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2206650.750000 Penalty: 3174.901123
	Iteration 3Q: 3 clusters Score -2206651 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2206888.500000 Penalty: 3174.901123
	Iteration 4Q: 3 clusters Score -2206888 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2207167.000000 Penalty: 3174.901123
	Iteration 5Q: 3 clusters Score -2207167 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2207480.500000 Penalty: 3174.901123
	Iteration 6Q: 3 clusters Score -2207480 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2207791.000000 Penalty: 3174.901123
	Iteration 7Q: 3 clusters Score -2207791 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2208172.000000 Penalty: 3174.901123
	Iteration 8Q: 3 clusters Score -2208172 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2208588.250000 Penalty: 3174.901123
	Iteration 9Q: 3 clusters Score -2208588 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2208949.750000 Penalty: 3174.901123
	Iteration 10Q: 3 clusters Score -2208950 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2209277.000000 Penalty: 3174.901123
	Iteration 11Q: 3 clusters Score -2209277 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2209602.250000 Penalty: 3174.901123
	Iteration 12Q: 3 clusters Score -2209602 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2209886.250000 Penalty: 3174.901123
	Iteration 13Q: 3 clusters Score -2209886 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2210146.000000 Penalty: 3174.901123
	Iteration 14Q: 3 clusters Score -2210146 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2210326.000000 Penalty: 3174.901123
	Iteration 15Q: 3 clusters Score -2210326 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2210432.000000 Penalty: 3174.901123
	Iteration 16Q: 3 clusters Score -2210432 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2210499.250000 Penalty: 3174.901123
	Iteration 17Q: 3 clusters Score -2210499 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2210558.500000 Penalty: 3174.901123
	Iteration 18Q: 3 clusters Score -2210558 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2210597.750000 Penalty: 3174.901123
	Iteration 19Q: 3 clusters Score -2210598 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2210634.500000 Penalty: 3174.901123
	Iteration 20F: 3 clusters Score -2210634 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2210669.750000 Penalty: 3174.901123
	Iteration 21Q: 3 clusters Score -2210670 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2210719.500000 Penalty: 3174.901123
	Iteration 22Q: 3 clusters Score -2210720 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2210776.000000 Penalty: 3174.901123
	Iteration 23Q: 3 clusters Score -2210776 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2210851.750000 Penalty: 3174.901123
	Iteration 24Q: 3 clusters Score -2210852 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2210926.250000 Penalty: 3174.901123
	Iteration 25Q: 3 clusters Score -2210926 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2210984.750000 Penalty: 3174.901123
	Iteration 26Q: 3 clusters Score -2210985 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2211047.250000 Penalty: 3174.901123
	Iteration 27Q: 3 clusters Score -2211047 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2211111.500000 Penalty: 3174.901123
	Iteration 28Q: 3 clusters Score -2211112 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2211169.250000 Penalty: 3174.901123
	Iteration 29Q: 3 clusters Score -2211169 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2211222.500000 Penalty: 3174.901123
	Iteration 30Q: 3 clusters Score -2211222 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2211297.500000 Penalty: 3174.901123
	Iteration 31Q: 3 clusters Score -2211298 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2211348.750000 Penalty: 3174.901123
	Iteration 32Q: 3 clusters Score -2211349 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2211396.000000 Penalty: 3174.901123
	Iteration 33Q: 3 clusters Score -2211396 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2211438.500000 Penalty: 3174.901123
	Iteration 34Q: 3 clusters Score -2211438 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2211483.500000 Penalty: 3174.901123
	Iteration 35Q: 3 clusters Score -2211484 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2211515.750000 Penalty: 3174.901123
	Iteration 36Q: 3 clusters Score -2211516 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2211554.000000 Penalty: 3174.901123
	Iteration 37Q: 3 clusters Score -2211554 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2211586.500000 Penalty: 3174.901123
	Iteration 38Q: 3 clusters Score -2211586 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2211631.750000 Penalty: 3174.901123
	Iteration 39Q: 3 clusters Score -2211632 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2211676.000000 Penalty: 3174.901123
	Iteration 40F: 3 clusters Score -2211676 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2211714.000000 Penalty: 3174.901123
	Iteration 41Q: 3 clusters Score -2211714 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2211764.750000 Penalty: 3174.901123
	Iteration 42Q: 3 clusters Score -2211765 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2211797.750000 Penalty: 3174.901123
	Iteration 43Q: 3 clusters Score -2211798 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2211848.750000 Penalty: 3174.901123
	Iteration 44Q: 3 clusters Score -2211849 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2211887.000000 Penalty: 3174.901123
	Iteration 45Q: 3 clusters Score -2211887 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2211933.750000 Penalty: 3174.901123
	Iteration 46Q: 3 clusters Score -2211934 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2211970.750000 Penalty: 3174.901123
	Iteration 47Q: 3 clusters Score -2211971 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2211999.750000 Penalty: 3174.901123
	Iteration 48Q: 3 clusters Score -2212000 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2212024.250000 Penalty: 3174.901123
	Iteration 49Q: 3 clusters Score -2212024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2212054.250000 Penalty: 3174.901123
	Iteration 50Q: 3 clusters Score -2212054 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2212079.000000 Penalty: 3174.901123
	Iteration 51Q: 3 clusters Score -2212079 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2212097.500000 Penalty: 3174.901123
	Iteration 52Q: 3 clusters Score -2212098 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2212111.000000 Penalty: 3174.901123
	Iteration 53Q: 3 clusters Score -2212111 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2212137.250000 Penalty: 3174.901123
	Iteration 54Q: 3 clusters Score -2212137 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2212156.750000 Penalty: 3174.901123
	Iteration 55Q: 3 clusters Score -2212157 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2212172.250000 Penalty: 3174.901123
	Iteration 56Q: 3 clusters Score -2212172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2212198.250000 Penalty: 3174.901123
	Iteration 57Q: 3 clusters Score -2212198 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2212213.750000 Penalty: 3174.901123
	Iteration 58Q: 3 clusters Score -2212214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2212218.750000 Penalty: 3174.901123
	Iteration 59Q: 3 clusters Score -2212219 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2212235.250000 Penalty: 3174.901123
	Iteration 60F: 3 clusters Score -2212235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2212246.000000 Penalty: 3174.901123
	Iteration 61Q: 3 clusters Score -2212246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2212255.000000 Penalty: 3174.901123
	Iteration 62Q: 3 clusters Score -2212255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2212268.500000 Penalty: 3174.901123
	Iteration 63Q: 3 clusters Score -2212268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2212279.000000 Penalty: 3174.901123
	Iteration 64Q: 3 clusters Score -2212279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2212287.750000 Penalty: 3174.901123
	Iteration 65Q: 3 clusters Score -2212288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2212298.000000 Penalty: 3174.901123
	Iteration 66Q: 3 clusters Score -2212298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2212311.000000 Penalty: 3174.901123
	Iteration 67Q: 3 clusters Score -2212311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2212314.750000 Penalty: 3174.901123
	Iteration 68Q: 3 clusters Score -2212315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2212334.000000 Penalty: 3174.901123
	Iteration 69Q: 3 clusters Score -2212334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2212340.250000 Penalty: 3174.901123
	Iteration 70Q: 3 clusters Score -2212340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2212341.000000 Penalty: 3174.901123
	Iteration 71Q: 3 clusters Score -2212341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2212343.250000 Penalty: 3174.901123
	Iteration 72Q: 3 clusters Score -2212343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2212350.000000 Penalty: 3174.901123
	Iteration 73Q: 3 clusters Score -2212350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2212353.250000 Penalty: 3174.901123
	Iteration 74Q: 3 clusters Score -2212353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2212355.500000 Penalty: 3174.901123
	Iteration 75Q: 3 clusters Score -2212356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2212358.250000 Penalty: 3174.901123
	Iteration 76Q: 3 clusters Score -2212358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2212356.500000 Penalty: 3174.901123
	Iteration 77Q: 3 clusters Score -2212356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2212356.250000 Penalty: 3174.901123
	Iteration 78Q: 3 clusters Score -2212356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2212363.000000 Penalty: 3174.901123
	Iteration 79Q: 3 clusters Score -2212363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2212361.000000 Penalty: 3174.901123
	Iteration 80F: 3 clusters Score -2212361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2212361.750000 Penalty: 3174.901123
	Iteration 81Q: 3 clusters Score -2212362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2212363.500000 Penalty: 3174.901123
	Iteration 82Q: 3 clusters Score -2212364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2212365.000000 Penalty: 3174.901123
	Iteration 83Q: 3 clusters Score -2212365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2212367.750000 Penalty: 3174.901123
	Iteration 84Q: 3 clusters Score -2212368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2212369.250000 Penalty: 3174.901123
	Iteration 85Q: 3 clusters Score -2212369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2212368.250000 Penalty: 3174.901123
	Iteration 86Q: 3 clusters Score -2212368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2212370.750000 Penalty: 3174.901123
	Iteration 87Q: 3 clusters Score -2212371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2212368.250000 Penalty: 3174.901123
	Iteration 88Q: 3 clusters Score -2212368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2212368.750000 Penalty: 3174.901123
	Iteration 89Q: 3 clusters Score -2212369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2212371.000000 Penalty: 3174.901123
	Iteration 90Q: 3 clusters Score -2212371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2212375.000000 Penalty: 3174.901123
	Iteration 91Q: 3 clusters Score -2212375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2212374.750000 Penalty: 3174.901123
	Iteration 92Q: 3 clusters Score -2212375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2212375.750000 Penalty: 3174.901123
	Iteration 93Q: 3 clusters Score -2212376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2212375.250000 Penalty: 3174.901123
	Iteration 94Q: 3 clusters Score -2212375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2212373.000000 Penalty: 3174.901123
	Iteration 95Q: 3 clusters Score -2212373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2212373.250000 Penalty: 3174.901123
	Iteration 96Q: 3 clusters Score -2212373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2212377.500000 Penalty: 3174.901123
	Iteration 97Q: 3 clusters Score -2212378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2212376.250000 Penalty: 3174.901123
	Iteration 98Q: 3 clusters Score -2212376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2212375.000000 Penalty: 3174.901123
	Iteration 99Q: 3 clusters Score -2212375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2212377.000000 Penalty: 3174.901123
	Iteration 100F: 3 clusters Score -2212377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2212378.750000 Penalty: 3174.901123
	Iteration 101Q: 3 clusters Score -2212379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2212385.250000 Penalty: 3174.901123
	Iteration 102Q: 3 clusters Score -2212385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2212382.750000 Penalty: 3174.901123
	Iteration 103Q: 3 clusters Score -2212383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2212383.750000 Penalty: 3174.901123
	Iteration 104Q: 3 clusters Score -2212384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2212383.500000 Penalty: 3174.901123
	Iteration 105Q: 3 clusters Score -2212384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2212379.500000 Penalty: 3174.901123
	Iteration 106Q: 3 clusters Score -2212380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2212387.250000 Penalty: 3174.901123
	Iteration 107Q: 3 clusters Score -2212387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2212393.500000 Penalty: 3174.901123
	Iteration 108Q: 3 clusters Score -2212394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2212392.000000 Penalty: 3174.901123
	Iteration 109Q: 3 clusters Score -2212392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2212392.750000 Penalty: 3174.901123
	Iteration 110Q: 3 clusters Score -2212393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2212390.250000 Penalty: 3174.901123
	Iteration 111Q: 3 clusters Score -2212390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2212394.000000 Penalty: 3174.901123
	Iteration 112Q: 3 clusters Score -2212394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2212397.500000 Penalty: 3174.901123
	Iteration 113Q: 3 clusters Score -2212398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2212404.000000 Penalty: 3174.901123
	Iteration 114Q: 3 clusters Score -2212404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2212405.750000 Penalty: 3174.901123
	Iteration 115Q: 3 clusters Score -2212406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2212404.000000 Penalty: 3174.901123
	Iteration 116Q: 3 clusters Score -2212404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2212406.750000 Penalty: 3174.901123
	Iteration 117Q: 3 clusters Score -2212407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2212406.750000 Penalty: 3174.901123
	Iteration 118Q: 3 clusters Score -2212407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2212406.500000 Penalty: 3174.901123
	Iteration 119Q: 3 clusters Score -2212406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2212410.500000 Penalty: 3174.901123
	Iteration 120F: 3 clusters Score -2212410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2212404.000000 Penalty: 3174.901123
	Iteration 121Q: 3 clusters Score -2212404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2212410.000000 Penalty: 3174.901123
	Iteration 122Q: 3 clusters Score -2212410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2212410.500000 Penalty: 3174.901123
	Iteration 123Q: 3 clusters Score -2212410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2212405.000000 Penalty: 3174.901123
	Iteration 124Q: 3 clusters Score -2212405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2212407.000000 Penalty: 3174.901123
	Iteration 125Q: 3 clusters Score -2212407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2212406.500000 Penalty: 3174.901123
	Iteration 126Q: 3 clusters Score -2212406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2212412.250000 Penalty: 3174.901123
	Iteration 127Q: 3 clusters Score -2212412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2212413.000000 Penalty: 3174.901123
	Iteration 128Q: 3 clusters Score -2212413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2212413.750000 Penalty: 3174.901123
	Iteration 129Q: 3 clusters Score -2212414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2212417.500000 Penalty: 3174.901123
	Iteration 130Q: 3 clusters Score -2212418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2212417.500000 Penalty: 3174.901123
	Iteration 131Q: 3 clusters Score -2212418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2212416.500000 Penalty: 3174.901123
	Iteration 132Q: 3 clusters Score -2212416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2212418.750000 Penalty: 3174.901123
	Iteration 133Q: 3 clusters Score -2212419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2212419.750000 Penalty: 3174.901123
	Iteration 134Q: 3 clusters Score -2212420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2212421.000000 Penalty: 3174.901123
	Iteration 135Q: 3 clusters Score -2212421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2212426.000000 Penalty: 3174.901123
	Iteration 136Q: 3 clusters Score -2212426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2212428.000000 Penalty: 3174.901123
	Iteration 137Q: 3 clusters Score -2212428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2212428.250000 Penalty: 3174.901123
	Iteration 138Q: 3 clusters Score -2212428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2212428.000000 Penalty: 3174.901123
	Iteration 139Q: 3 clusters Score -2212428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2212429.250000 Penalty: 3174.901123
	Iteration 140F: 3 clusters Score -2212429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2212429.750000 Penalty: 3174.901123
	Iteration 141Q: 3 clusters Score -2212430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2212429.750000 Penalty: 3174.901123
	Iteration 142Q: 3 clusters Score -2212430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2212429.750000 Penalty: 3174.901123
	Iteration 143F: 3 clusters Score -2212430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101960 members 
Entering Unmasked Estep 
Score: -12620432.000000 Penalty: 1874.004639
	Iteration 0F: 2 clusters Score -1.262043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -12565601.000000 Penalty: 3748.009277
	Iteration 0F: 3 clusters Score -1.25656e+07 nChanged 48629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -12593617.000000 Penalty: 3748.009277
	Iteration 1F: 3 clusters Score -1.259362e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -12594196.000000 Penalty: 3748.009277
	Iteration 2Q: 3 clusters Score -1.25942e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -12594881.000000 Penalty: 3748.009277
	Iteration 3Q: 3 clusters Score -1.259488e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -12595745.000000 Penalty: 3748.009277
	Iteration 4Q: 3 clusters Score -1.259574e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -12596867.000000 Penalty: 3748.009277
	Iteration 5Q: 3 clusters Score -1.259687e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -12598581.000000 Penalty: 3748.009277
	Iteration 6Q: 3 clusters Score -1.259858e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -12601198.000000 Penalty: 3748.009277
	Iteration 7F: 3 clusters Score -1.26012e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -12604510.000000 Penalty: 3748.009277
	Iteration 8F: 3 clusters Score -1.260451e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -12608510.000000 Penalty: 3748.009277
	Iteration 9F: 3 clusters Score -1.260851e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -12612059.000000 Penalty: 3748.009277
	Iteration 10F: 3 clusters Score -1.261206e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -12614408.000000 Penalty: 3748.009277
	Iteration 11Q: 3 clusters Score -1.261441e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68852 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -12615654.000000 Penalty: 3748.009277
	Iteration 12Q: 3 clusters Score -1.261565e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -12616443.000000 Penalty: 3748.009277
	Iteration 13Q: 3 clusters Score -1.261644e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -12617016.000000 Penalty: 3748.009277
	Iteration 14Q: 3 clusters Score -1.261702e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -12617588.000000 Penalty: 3748.009277
	Iteration 15Q: 3 clusters Score -1.261759e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68319 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -12617964.000000 Penalty: 3748.009277
	Iteration 16Q: 3 clusters Score -1.261796e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -12618433.000000 Penalty: 3748.009277
	Iteration 17Q: 3 clusters Score -1.261843e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67778 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -12618893.000000 Penalty: 3748.009277
	Iteration 18Q: 3 clusters Score -1.261889e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67550 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -12619426.000000 Penalty: 3748.009277
	Iteration 19Q: 3 clusters Score -1.261943e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -12619959.000000 Penalty: 3748.009277
	Iteration 20F: 3 clusters Score -1.261996e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -12620430.000000 Penalty: 3748.009277
	Iteration 21Q: 3 clusters Score -1.262043e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -12620924.000000 Penalty: 3748.009277
	Iteration 22Q: 3 clusters Score -1.262092e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -12621358.000000 Penalty: 3748.009277
	Iteration 23Q: 3 clusters Score -1.262136e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -12621645.000000 Penalty: 3748.009277
	Iteration 24Q: 3 clusters Score -1.262164e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67437 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -12621904.000000 Penalty: 3748.009277
	Iteration 25Q: 3 clusters Score -1.26219e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -12622198.000000 Penalty: 3748.009277
	Iteration 26Q: 3 clusters Score -1.26222e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -12622393.000000 Penalty: 3748.009277
	Iteration 27Q: 3 clusters Score -1.262239e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68210 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -12622590.000000 Penalty: 3748.009277
	Iteration 28Q: 3 clusters Score -1.262259e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -12622719.000000 Penalty: 3748.009277
	Iteration 29Q: 3 clusters Score -1.262272e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -12622830.000000 Penalty: 3748.009277
	Iteration 30Q: 3 clusters Score -1.262283e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -12622967.000000 Penalty: 3748.009277
	Iteration 31Q: 3 clusters Score -1.262297e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69951 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -12623138.000000 Penalty: 3748.009277
	Iteration 32Q: 3 clusters Score -1.262314e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -12623239.000000 Penalty: 3748.009277
	Iteration 33Q: 3 clusters Score -1.262324e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -12623364.000000 Penalty: 3748.009277
	Iteration 34Q: 3 clusters Score -1.262336e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -12623448.000000 Penalty: 3748.009277
	Iteration 35Q: 3 clusters Score -1.262345e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -12623543.000000 Penalty: 3748.009277
	Iteration 36Q: 3 clusters Score -1.262354e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73070 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -12623609.000000 Penalty: 3748.009277
	Iteration 37Q: 3 clusters Score -1.262361e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -12623698.000000 Penalty: 3748.009277
	Iteration 38Q: 3 clusters Score -1.26237e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -12623787.000000 Penalty: 3748.009277
	Iteration 39Q: 3 clusters Score -1.262379e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -12623855.000000 Penalty: 3748.009277
	Iteration 40F: 3 clusters Score -1.262386e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75506 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -12623877.000000 Penalty: 3748.009277
	Iteration 41Q: 3 clusters Score -1.262388e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76083 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -12623945.000000 Penalty: 3748.009277
	Iteration 42Q: 3 clusters Score -1.262394e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -12623915.000000 Penalty: 3748.009277
	Iteration 43Q: 3 clusters Score -1.262392e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -12623840.000000 Penalty: 3748.009277
	Iteration 44Q: 3 clusters Score -1.262384e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -12623861.000000 Penalty: 3748.009277
	Iteration 45Q: 3 clusters Score -1.262386e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -12623850.000000 Penalty: 3748.009277
	Iteration 46Q: 3 clusters Score -1.262385e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -12623801.000000 Penalty: 3748.009277
	Iteration 47Q: 3 clusters Score -1.26238e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -12623796.000000 Penalty: 3748.009277
	Iteration 48Q: 3 clusters Score -1.26238e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -12623730.000000 Penalty: 3748.009277
	Iteration 49Q: 3 clusters Score -1.262373e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80112 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -12623760.000000 Penalty: 3748.009277
	Iteration 50Q: 3 clusters Score -1.262376e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80650 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -12623699.000000 Penalty: 3748.009277
	Iteration 51Q: 3 clusters Score -1.26237e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81158 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -12623681.000000 Penalty: 3748.009277
	Iteration 52Q: 3 clusters Score -1.262368e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81653 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -12623651.000000 Penalty: 3748.009277
	Iteration 53Q: 3 clusters Score -1.262365e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -12623667.000000 Penalty: 3748.009277
	Iteration 54Q: 3 clusters Score -1.262367e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -12623610.000000 Penalty: 3748.009277
	Iteration 55Q: 3 clusters Score -1.262361e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -12623610.000000 Penalty: 3748.009277
	Iteration 56Q: 3 clusters Score -1.262361e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83428 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -12623586.000000 Penalty: 3748.009277
	Iteration 57Q: 3 clusters Score -1.262359e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83802 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -12623550.000000 Penalty: 3748.009277
	Iteration 58Q: 3 clusters Score -1.262355e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -12623535.000000 Penalty: 3748.009277
	Iteration 59Q: 3 clusters Score -1.262354e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -12623431.000000 Penalty: 3748.009277
	Iteration 60F: 3 clusters Score -1.262343e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -12623445.000000 Penalty: 3748.009277
	Iteration 61Q: 3 clusters Score -1.262344e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85082 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -12623388.000000 Penalty: 3748.009277
	Iteration 62Q: 3 clusters Score -1.262339e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -12623331.000000 Penalty: 3748.009277
	Iteration 63Q: 3 clusters Score -1.262333e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -12623289.000000 Penalty: 3748.009277
	Iteration 64Q: 3 clusters Score -1.262329e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -12623269.000000 Penalty: 3748.009277
	Iteration 65Q: 3 clusters Score -1.262327e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -12623183.000000 Penalty: 3748.009277
	Iteration 66Q: 3 clusters Score -1.262318e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -12623142.000000 Penalty: 3748.009277
	Iteration 67Q: 3 clusters Score -1.262314e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86651 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -12623058.000000 Penalty: 3748.009277
	Iteration 68Q: 3 clusters Score -1.262306e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86864 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -12622992.000000 Penalty: 3748.009277
	Iteration 69Q: 3 clusters Score -1.262299e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -12622944.000000 Penalty: 3748.009277
	Iteration 70Q: 3 clusters Score -1.262294e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -12622923.000000 Penalty: 3748.009277
	Iteration 71Q: 3 clusters Score -1.262292e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -12622863.000000 Penalty: 3748.009277
	Iteration 72Q: 3 clusters Score -1.262286e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87451 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -12622810.000000 Penalty: 3748.009277
	Iteration 73Q: 3 clusters Score -1.262281e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -12622822.000000 Penalty: 3748.009277
	Iteration 74Q: 3 clusters Score -1.262282e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87706 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -12622795.000000 Penalty: 3748.009277
	Iteration 75Q: 3 clusters Score -1.26228e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -12622736.000000 Penalty: 3748.009277
	Iteration 76Q: 3 clusters Score -1.262274e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87945 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -12622666.000000 Penalty: 3748.009277
	Iteration 77Q: 3 clusters Score -1.262267e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88054 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -12622621.000000 Penalty: 3748.009277
	Iteration 78Q: 3 clusters Score -1.262262e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -12622593.000000 Penalty: 3748.009277
	Iteration 79Q: 3 clusters Score -1.262259e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88238 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -12622595.000000 Penalty: 3748.009277
	Iteration 80F: 3 clusters Score -1.26226e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88333 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -12622544.000000 Penalty: 3748.009277
	Iteration 81Q: 3 clusters Score -1.262254e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88430 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -12622527.000000 Penalty: 3748.009277
	Iteration 82Q: 3 clusters Score -1.262253e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -12622522.000000 Penalty: 3748.009277
	Iteration 83Q: 3 clusters Score -1.262252e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -12622513.000000 Penalty: 3748.009277
	Iteration 84Q: 3 clusters Score -1.262251e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88719 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -12622483.000000 Penalty: 3748.009277
	Iteration 85Q: 3 clusters Score -1.262248e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -12622441.000000 Penalty: 3748.009277
	Iteration 86Q: 3 clusters Score -1.262244e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -12622382.000000 Penalty: 3748.009277
	Iteration 87Q: 3 clusters Score -1.262238e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88984 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -12622372.000000 Penalty: 3748.009277
	Iteration 88Q: 3 clusters Score -1.262237e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -12622377.000000 Penalty: 3748.009277
	Iteration 89Q: 3 clusters Score -1.262238e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -12622349.000000 Penalty: 3748.009277
	Iteration 90Q: 3 clusters Score -1.262235e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89249 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -12622311.000000 Penalty: 3748.009277
	Iteration 91Q: 3 clusters Score -1.262231e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -12622273.000000 Penalty: 3748.009277
	Iteration 92Q: 3 clusters Score -1.262227e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -12622249.000000 Penalty: 3748.009277
	Iteration 93Q: 3 clusters Score -1.262225e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89476 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -12622210.000000 Penalty: 3748.009277
	Iteration 94Q: 3 clusters Score -1.262221e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89536 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -12622181.000000 Penalty: 3748.009277
	Iteration 95Q: 3 clusters Score -1.262218e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89582 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -12622164.000000 Penalty: 3748.009277
	Iteration 96Q: 3 clusters Score -1.262216e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -12622113.000000 Penalty: 3748.009277
	Iteration 97Q: 3 clusters Score -1.262211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -12622116.000000 Penalty: 3748.009277
	Iteration 98Q: 3 clusters Score -1.262212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -12622111.000000 Penalty: 3748.009277
	Iteration 99Q: 3 clusters Score -1.262211e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -12622084.000000 Penalty: 3748.009277
	Iteration 100F: 3 clusters Score -1.262208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -12622060.000000 Penalty: 3748.009277
	Iteration 101Q: 3 clusters Score -1.262206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89772 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -12622049.000000 Penalty: 3748.009277
	Iteration 102Q: 3 clusters Score -1.262205e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -12622040.000000 Penalty: 3748.009277
	Iteration 103Q: 3 clusters Score -1.262204e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -12622045.000000 Penalty: 3748.009277
	Iteration 104Q: 3 clusters Score -1.262204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89839 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -12622042.000000 Penalty: 3748.009277
	Iteration 105Q: 3 clusters Score -1.262204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -12622030.000000 Penalty: 3748.009277
	Iteration 106Q: 3 clusters Score -1.262203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -12622041.000000 Penalty: 3748.009277
	Iteration 107Q: 3 clusters Score -1.262204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -12622022.000000 Penalty: 3748.009277
	Iteration 108Q: 3 clusters Score -1.262202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -12622026.000000 Penalty: 3748.009277
	Iteration 109Q: 3 clusters Score -1.262203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -12622023.000000 Penalty: 3748.009277
	Iteration 110Q: 3 clusters Score -1.262202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -12622029.000000 Penalty: 3748.009277
	Iteration 111Q: 3 clusters Score -1.262203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -12622029.000000 Penalty: 3748.009277
	Iteration 112F: 3 clusters Score -1.262203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 58476 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 89886 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 6255 members 
Mstep: Class 8 contains 14930 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 83073 members 
Mstep: Class 13 contains 10909 members 
Mstep: Class 14 contains 92511 members 
Mstep: Class 15 contains 18682 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 19 contains 3497 members 
Entering Unmasked Estep 
Score: -62572924.000000 Penalty: 38468.015625
Splitting cluster 5 changes total score from -62571572.000000 to -62572924.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (18173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Entering Unmasked Estep 
Score: -2283142.250000 Penalty: 1593.750000
	Iteration 0F: 2 clusters Score -2283142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2270665.750000 Penalty: 3187.500000
	Iteration 0F: 3 clusters Score -2270666 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2275132.250000 Penalty: 3187.500000
	Iteration 1F: 3 clusters Score -2275132 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2275451.750000 Penalty: 3187.500000
	Iteration 2F: 3 clusters Score -2275452 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2275735.250000 Penalty: 3187.500000
	Iteration 3Q: 3 clusters Score -2275735 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2276001.250000 Penalty: 3187.500000
	Iteration 4Q: 3 clusters Score -2276001 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2276305.500000 Penalty: 3187.500000
	Iteration 5Q: 3 clusters Score -2276306 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2276611.750000 Penalty: 3187.500000
	Iteration 6Q: 3 clusters Score -2276612 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2276916.500000 Penalty: 3187.500000
	Iteration 7Q: 3 clusters Score -2276916 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2277266.750000 Penalty: 3187.500000
	Iteration 8Q: 3 clusters Score -2277267 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2277665.250000 Penalty: 3187.500000
	Iteration 9Q: 3 clusters Score -2277665 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2278154.750000 Penalty: 3187.500000
	Iteration 10Q: 3 clusters Score -2278155 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2278668.500000 Penalty: 3187.500000
	Iteration 11Q: 3 clusters Score -2278668 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2279202.500000 Penalty: 3187.500000
	Iteration 12Q: 3 clusters Score -2279202 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2279715.750000 Penalty: 3187.500000
	Iteration 13Q: 3 clusters Score -2279716 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2280205.000000 Penalty: 3187.500000
	Iteration 14Q: 3 clusters Score -2280205 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2280656.250000 Penalty: 3187.500000
	Iteration 15Q: 3 clusters Score -2280656 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2281016.750000 Penalty: 3187.500000
	Iteration 16Q: 3 clusters Score -2281017 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2281280.000000 Penalty: 3187.500000
	Iteration 17Q: 3 clusters Score -2281280 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2281441.000000 Penalty: 3187.500000
	Iteration 18Q: 3 clusters Score -2281441 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2281565.500000 Penalty: 3187.500000
	Iteration 19Q: 3 clusters Score -2281566 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2281645.250000 Penalty: 3187.500000
	Iteration 20F: 3 clusters Score -2281645 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2281694.000000 Penalty: 3187.500000
	Iteration 21Q: 3 clusters Score -2281694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2281727.750000 Penalty: 3187.500000
	Iteration 22Q: 3 clusters Score -2281728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2281768.250000 Penalty: 3187.500000
	Iteration 23Q: 3 clusters Score -2281768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2281791.250000 Penalty: 3187.500000
	Iteration 24Q: 3 clusters Score -2281791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2281818.250000 Penalty: 3187.500000
	Iteration 25Q: 3 clusters Score -2281818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2281837.750000 Penalty: 3187.500000
	Iteration 26Q: 3 clusters Score -2281838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2281847.250000 Penalty: 3187.500000
	Iteration 27Q: 3 clusters Score -2281847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2281861.000000 Penalty: 3187.500000
	Iteration 28Q: 3 clusters Score -2281861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2281864.000000 Penalty: 3187.500000
	Iteration 29Q: 3 clusters Score -2281864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2281870.500000 Penalty: 3187.500000
	Iteration 30Q: 3 clusters Score -2281870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2281874.500000 Penalty: 3187.500000
	Iteration 31Q: 3 clusters Score -2281874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2281879.000000 Penalty: 3187.500000
	Iteration 32Q: 3 clusters Score -2281879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2281880.750000 Penalty: 3187.500000
	Iteration 33Q: 3 clusters Score -2281881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2281883.250000 Penalty: 3187.500000
	Iteration 34Q: 3 clusters Score -2281883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2281886.000000 Penalty: 3187.500000
	Iteration 35Q: 3 clusters Score -2281886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2281887.500000 Penalty: 3187.500000
	Iteration 36Q: 3 clusters Score -2281888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2281888.000000 Penalty: 3187.500000
	Iteration 37Q: 3 clusters Score -2281888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2281888.750000 Penalty: 3187.500000
	Iteration 38Q: 3 clusters Score -2281889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2281888.750000 Penalty: 3187.500000
	Iteration 39F: 3 clusters Score -2281889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Entering Unmasked Estep 
Score: -741663.312500 Penalty: 1420.434692
	Iteration 0F: 2 clusters Score -741663.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -736886.625000 Penalty: 2840.869385
	Iteration 0F: 3 clusters Score -736886.6 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -738230.937500 Penalty: 2840.869385
	Iteration 1F: 3 clusters Score -738230.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -738585.875000 Penalty: 2840.869385
	Iteration 2F: 3 clusters Score -738585.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -739179.187500 Penalty: 2840.869385
	Iteration 3F: 3 clusters Score -739179.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -740035.375000 Penalty: 2840.869385
	Iteration 4F: 3 clusters Score -740035.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -740913.375000 Penalty: 2840.869385
	Iteration 5F: 3 clusters Score -740913.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -741683.937500 Penalty: 2840.869385
	Iteration 6F: 3 clusters Score -741683.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -742179.125000 Penalty: 2840.869385
	Iteration 7F: 3 clusters Score -742179.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -742416.812500 Penalty: 2840.869385
	Iteration 8Q: 3 clusters Score -742416.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -742523.687500 Penalty: 2840.869385
	Iteration 9Q: 3 clusters Score -742523.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -742587.875000 Penalty: 2840.869385
	Iteration 10Q: 3 clusters Score -742587.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -742612.562500 Penalty: 2840.869385
	Iteration 11Q: 3 clusters Score -742612.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -742633.187500 Penalty: 2840.869385
	Iteration 12Q: 3 clusters Score -742633.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -742642.187500 Penalty: 2840.869385
	Iteration 13Q: 3 clusters Score -742642.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -742652.625000 Penalty: 2840.869385
	Iteration 14Q: 3 clusters Score -742652.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -742654.062500 Penalty: 2840.869385
	Iteration 15Q: 3 clusters Score -742654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -742656.937500 Penalty: 2840.869385
	Iteration 16Q: 3 clusters Score -742656.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -742660.375000 Penalty: 2840.869385
	Iteration 17Q: 3 clusters Score -742660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -742660.000000 Penalty: 2840.869385
	Iteration 18Q: 3 clusters Score -742660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -742659.937500 Penalty: 2840.869385
	Iteration 19Q: 3 clusters Score -742659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -742660.000000 Penalty: 2840.869385
	Iteration 20F: 3 clusters Score -742660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -742661.250000 Penalty: 2840.869385
	Iteration 21Q: 3 clusters Score -742661.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -742661.250000 Penalty: 2840.869385
	Iteration 22F: 3 clusters Score -742661.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 58476 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 89886 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 5198 members 
Mstep: Class 8 contains 14930 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 83073 members 
Mstep: Class 13 contains 10909 members 
Mstep: Class 14 contains 92511 members 
Mstep: Class 15 contains 18682 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 3497 members 
Entering Unmasked Estep 
Score: -62573040.000000 Penalty: 40605.125000
Splitting cluster 7 changes total score from -62571572.000000 to -62573040.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 8 (14930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Entering Unmasked Estep 
Score: -1848832.875000 Penalty: 1561.808228
	Iteration 0F: 2 clusters Score -1848833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1838503.000000 Penalty: 3123.616455
	Iteration 0F: 3 clusters Score -1838503 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1842291.250000 Penalty: 3123.616455
	Iteration 1F: 3 clusters Score -1842291 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1842773.375000 Penalty: 3123.616455
	Iteration 2F: 3 clusters Score -1842773 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1843355.750000 Penalty: 3123.616455
	Iteration 3F: 3 clusters Score -1843356 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1844036.750000 Penalty: 3123.616455
	Iteration 4F: 3 clusters Score -1844037 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1844770.125000 Penalty: 3123.616455
	Iteration 5F: 3 clusters Score -1844770 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1845538.625000 Penalty: 3123.616455
	Iteration 6F: 3 clusters Score -1845539 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1846299.875000 Penalty: 3123.616455
	Iteration 7F: 3 clusters Score -1846300 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1846957.500000 Penalty: 3123.616455
	Iteration 8F: 3 clusters Score -1846958 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1847438.625000 Penalty: 3123.616455
	Iteration 9Q: 3 clusters Score -1847439 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1847727.000000 Penalty: 3123.616455
	Iteration 10Q: 3 clusters Score -1847727 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1847882.375000 Penalty: 3123.616455
	Iteration 11Q: 3 clusters Score -1847882 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1847987.750000 Penalty: 3123.616455
	Iteration 12Q: 3 clusters Score -1847988 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1848075.500000 Penalty: 3123.616455
	Iteration 13Q: 3 clusters Score -1848076 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1848133.125000 Penalty: 3123.616455
	Iteration 14Q: 3 clusters Score -1848133 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1848183.000000 Penalty: 3123.616455
	Iteration 15Q: 3 clusters Score -1848183 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1848225.000000 Penalty: 3123.616455
	Iteration 16Q: 3 clusters Score -1848225 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1848254.625000 Penalty: 3123.616455
	Iteration 17Q: 3 clusters Score -1848255 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1848281.000000 Penalty: 3123.616455
	Iteration 18Q: 3 clusters Score -1848281 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1848305.625000 Penalty: 3123.616455
	Iteration 19Q: 3 clusters Score -1848306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1848324.875000 Penalty: 3123.616455
	Iteration 20F: 3 clusters Score -1848325 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1848332.500000 Penalty: 3123.616455
	Iteration 21Q: 3 clusters Score -1848332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1848342.250000 Penalty: 3123.616455
	Iteration 22Q: 3 clusters Score -1848342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1848347.625000 Penalty: 3123.616455
	Iteration 23Q: 3 clusters Score -1848348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1848349.375000 Penalty: 3123.616455
	Iteration 24Q: 3 clusters Score -1848349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1848361.750000 Penalty: 3123.616455
	Iteration 25Q: 3 clusters Score -1848362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1848365.875000 Penalty: 3123.616455
	Iteration 26Q: 3 clusters Score -1848366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1848369.625000 Penalty: 3123.616455
	Iteration 27Q: 3 clusters Score -1848370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1848368.500000 Penalty: 3123.616455
	Iteration 28Q: 3 clusters Score -1848368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1848372.375000 Penalty: 3123.616455
	Iteration 29Q: 3 clusters Score -1848372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1848374.750000 Penalty: 3123.616455
	Iteration 30Q: 3 clusters Score -1848375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1848378.625000 Penalty: 3123.616455
	Iteration 31Q: 3 clusters Score -1848379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1848381.625000 Penalty: 3123.616455
	Iteration 32Q: 3 clusters Score -1848382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1848384.500000 Penalty: 3123.616455
	Iteration 33Q: 3 clusters Score -1848384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1848393.375000 Penalty: 3123.616455
	Iteration 34Q: 3 clusters Score -1848393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1848387.250000 Penalty: 3123.616455
	Iteration 35Q: 3 clusters Score -1848387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1848390.375000 Penalty: 3123.616455
	Iteration 36Q: 3 clusters Score -1848390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1848392.500000 Penalty: 3123.616455
	Iteration 37Q: 3 clusters Score -1848392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1848393.500000 Penalty: 3123.616455
	Iteration 38Q: 3 clusters Score -1848394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1848393.750000 Penalty: 3123.616455
	Iteration 39Q: 3 clusters Score -1848394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1848392.250000 Penalty: 3123.616455
	Iteration 40F: 3 clusters Score -1848392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1848394.250000 Penalty: 3123.616455
	Iteration 41Q: 3 clusters Score -1848394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1848399.375000 Penalty: 3123.616455
	Iteration 42Q: 3 clusters Score -1848399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1848397.625000 Penalty: 3123.616455
	Iteration 43Q: 3 clusters Score -1848398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1848398.375000 Penalty: 3123.616455
	Iteration 44Q: 3 clusters Score -1848398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1848401.375000 Penalty: 3123.616455
	Iteration 45Q: 3 clusters Score -1848401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1848403.500000 Penalty: 3123.616455
	Iteration 46Q: 3 clusters Score -1848404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1848403.500000 Penalty: 3123.616455
	Iteration 47Q: 3 clusters Score -1848404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1848403.625000 Penalty: 3123.616455
	Iteration 48Q: 3 clusters Score -1848404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1848402.250000 Penalty: 3123.616455
	Iteration 49Q: 3 clusters Score -1848402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1848404.125000 Penalty: 3123.616455
	Iteration 50Q: 3 clusters Score -1848404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1848405.250000 Penalty: 3123.616455
	Iteration 51Q: 3 clusters Score -1848405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1848404.125000 Penalty: 3123.616455
	Iteration 52Q: 3 clusters Score -1848404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1848402.875000 Penalty: 3123.616455
	Iteration 53Q: 3 clusters Score -1848403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1848402.625000 Penalty: 3123.616455
	Iteration 54Q: 3 clusters Score -1848403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1848404.375000 Penalty: 3123.616455
	Iteration 55Q: 3 clusters Score -1848404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1848404.875000 Penalty: 3123.616455
	Iteration 56Q: 3 clusters Score -1848405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1848405.875000 Penalty: 3123.616455
	Iteration 57Q: 3 clusters Score -1848406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1848405.875000 Penalty: 3123.616455
	Iteration 58F: 3 clusters Score -1848406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -59822.996094 Penalty: 1043.513672
	Iteration 0F: 2 clusters Score -59823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58905.691406 Penalty: 2087.027344
	Iteration 0F: 3 clusters Score -58905.69 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -59455.179688 Penalty: 2087.027344
	Iteration 1F: 3 clusters Score -59455.18 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -59834.679688 Penalty: 2087.027344
	Iteration 2F: 3 clusters Score -59834.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -60025.605469 Penalty: 2087.027344
	Iteration 3Q: 3 clusters Score -60025.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -60219.023438 Penalty: 2087.027344
	Iteration 4Q: 3 clusters Score -60219.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -60278.441406 Penalty: 2087.027344
	Iteration 5Q: 3 clusters Score -60278.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -60325.296875 Penalty: 2087.027344
	Iteration 6Q: 3 clusters Score -60325.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60343.925781 Penalty: 2087.027344
	Iteration 7Q: 3 clusters Score -60343.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -60367.046875 Penalty: 2087.027344
	Iteration 8Q: 3 clusters Score -60367.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -60379.027344 Penalty: 2087.027344
	Iteration 9Q: 3 clusters Score -60379.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -60391.371094 Penalty: 2087.027344
	Iteration 10Q: 3 clusters Score -60391.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60403.675781 Penalty: 2087.027344
	Iteration 11Q: 3 clusters Score -60403.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60412.269531 Penalty: 2087.027344
	Iteration 12Q: 3 clusters Score -60412.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -60422.929688 Penalty: 2087.027344
	Iteration 13Q: 3 clusters Score -60422.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -60425.742188 Penalty: 2087.027344
	Iteration 14Q: 3 clusters Score -60425.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -60429.179688 Penalty: 2087.027344
	Iteration 15Q: 3 clusters Score -60429.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60431.156250 Penalty: 2087.027344
	Iteration 16Q: 3 clusters Score -60431.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60431.156250 Penalty: 2087.027344
	Iteration 17F: 3 clusters Score -60431.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 58476 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 89886 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 5198 members 
Mstep: Class 8 contains 14930 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 83073 members 
Mstep: Class 13 contains 10909 members 
Mstep: Class 14 contains 92511 members 
Mstep: Class 15 contains 18682 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 395 members 
Entering Unmasked Estep 
Score: -62572588.000000 Penalty: 42742.238281
Splitting cluster 9 changes total score from -62571572.000000 to -62572588.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (4106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Entering Unmasked Estep 
Score: -484646.781250 Penalty: 1352.033325
	Iteration 0F: 2 clusters Score -484646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -481253.093750 Penalty: 2704.066650
	Iteration 0F: 3 clusters Score -481253.1 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -482166.750000 Penalty: 2704.066650
	Iteration 1F: 3 clusters Score -482166.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -482310.781250 Penalty: 2704.066650
	Iteration 2F: 3 clusters Score -482310.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -482403.718750 Penalty: 2704.066650
	Iteration 3Q: 3 clusters Score -482403.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -482474.687500 Penalty: 2704.066650
	Iteration 4Q: 3 clusters Score -482474.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -482526.718750 Penalty: 2704.066650
	Iteration 5Q: 3 clusters Score -482526.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -482569.343750 Penalty: 2704.066650
	Iteration 6Q: 3 clusters Score -482569.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -482608.656250 Penalty: 2704.066650
	Iteration 7Q: 3 clusters Score -482608.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -482644.093750 Penalty: 2704.066650
	Iteration 8Q: 3 clusters Score -482644.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -482686.437500 Penalty: 2704.066650
	Iteration 9Q: 3 clusters Score -482686.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -482738.343750 Penalty: 2704.066650
	Iteration 10Q: 3 clusters Score -482738.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -482803.968750 Penalty: 2704.066650
	Iteration 11Q: 3 clusters Score -482804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -482866.343750 Penalty: 2704.066650
	Iteration 12Q: 3 clusters Score -482866.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -482923.906250 Penalty: 2704.066650
	Iteration 13Q: 3 clusters Score -482923.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -482974.750000 Penalty: 2704.066650
	Iteration 14Q: 3 clusters Score -482974.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -483005.437500 Penalty: 2704.066650
	Iteration 15Q: 3 clusters Score -483005.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -483031.062500 Penalty: 2704.066650
	Iteration 16Q: 3 clusters Score -483031.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -483057.656250 Penalty: 2704.066650
	Iteration 17Q: 3 clusters Score -483057.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -483081.468750 Penalty: 2704.066650
	Iteration 18Q: 3 clusters Score -483081.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -483106.093750 Penalty: 2704.066650
	Iteration 19Q: 3 clusters Score -483106.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -483124.906250 Penalty: 2704.066650
	Iteration 20F: 3 clusters Score -483124.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -483146.125000 Penalty: 2704.066650
	Iteration 21Q: 3 clusters Score -483146.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -483162.718750 Penalty: 2704.066650
	Iteration 22Q: 3 clusters Score -483162.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -483176.625000 Penalty: 2704.066650
	Iteration 23Q: 3 clusters Score -483176.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -483189.625000 Penalty: 2704.066650
	Iteration 24Q: 3 clusters Score -483189.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -483213.187500 Penalty: 2704.066650
	Iteration 25Q: 3 clusters Score -483213.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -483235.312500 Penalty: 2704.066650
	Iteration 26Q: 3 clusters Score -483235.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -483251.187500 Penalty: 2704.066650
	Iteration 27Q: 3 clusters Score -483251.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -483265.250000 Penalty: 2704.066650
	Iteration 28Q: 3 clusters Score -483265.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -483277.656250 Penalty: 2704.066650
	Iteration 29Q: 3 clusters Score -483277.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -483288.187500 Penalty: 2704.066650
	Iteration 30Q: 3 clusters Score -483288.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -483300.406250 Penalty: 2704.066650
	Iteration 31Q: 3 clusters Score -483300.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -483310.062500 Penalty: 2704.066650
	Iteration 32Q: 3 clusters Score -483310.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -483324.812500 Penalty: 2704.066650
	Iteration 33Q: 3 clusters Score -483324.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -483337.062500 Penalty: 2704.066650
	Iteration 34Q: 3 clusters Score -483337.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -483340.531250 Penalty: 2704.066650
	Iteration 35Q: 3 clusters Score -483340.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -483343.687500 Penalty: 2704.066650
	Iteration 36Q: 3 clusters Score -483343.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -483349.593750 Penalty: 2704.066650
	Iteration 37Q: 3 clusters Score -483349.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -483351.156250 Penalty: 2704.066650
	Iteration 38Q: 3 clusters Score -483351.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -483353.281250 Penalty: 2704.066650
	Iteration 39Q: 3 clusters Score -483353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -483355.968750 Penalty: 2704.066650
	Iteration 40F: 3 clusters Score -483356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -483359.437500 Penalty: 2704.066650
	Iteration 41Q: 3 clusters Score -483359.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -483363.750000 Penalty: 2704.066650
	Iteration 42Q: 3 clusters Score -483363.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -483367.500000 Penalty: 2704.066650
	Iteration 43Q: 3 clusters Score -483367.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -483369.468750 Penalty: 2704.066650
	Iteration 44Q: 3 clusters Score -483369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -483370.625000 Penalty: 2704.066650
	Iteration 45Q: 3 clusters Score -483370.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -483371.593750 Penalty: 2704.066650
	Iteration 46Q: 3 clusters Score -483371.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -483371.593750 Penalty: 2704.066650
	Iteration 47F: 3 clusters Score -483371.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -32571.810547 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -32571.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31791.792969 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -31791.79 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31981.816406 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -31981.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32045.699219 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -32045.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32078.601562 Penalty: 1877.736938
	Iteration 3F: 3 clusters Score -32078.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32098.080078 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -32098.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32109.837891 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -32109.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32124.093750 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -32124.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32139.490234 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -32139.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32160.181641 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -32160.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32176.808594 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -32176.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32203.375000 Penalty: 1877.736938
	Iteration 10Q: 3 clusters Score -32203.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32222.056641 Penalty: 1877.736938
	Iteration 11Q: 3 clusters Score -32222.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32227.164062 Penalty: 1877.736938
	Iteration 12Q: 3 clusters Score -32227.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32227.164062 Penalty: 1877.736938
	Iteration 13F: 3 clusters Score -32227.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (83073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Entering Unmasked Estep 
Score: -10429561.000000 Penalty: 1840.714600
	Iteration 0F: 2 clusters Score -1.042956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -10378125.000000 Penalty: 3681.429199
	Iteration 0F: 3 clusters Score -1.037812e+07 nChanged 39722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -10401063.000000 Penalty: 3681.429199
	Iteration 1F: 3 clusters Score -1.040106e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -10401522.000000 Penalty: 3681.429199
	Iteration 2Q: 3 clusters Score -1.040152e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -10402051.000000 Penalty: 3681.429199
	Iteration 3Q: 3 clusters Score -1.040205e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -10402517.000000 Penalty: 3681.429199
	Iteration 4Q: 3 clusters Score -1.040252e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -10403126.000000 Penalty: 3681.429199
	Iteration 5Q: 3 clusters Score -1.040313e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -10404017.000000 Penalty: 3681.429199
	Iteration 6Q: 3 clusters Score -1.040402e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -10405216.000000 Penalty: 3681.429199
	Iteration 7Q: 3 clusters Score -1.040522e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -10406775.000000 Penalty: 3681.429199
	Iteration 8Q: 3 clusters Score -1.040678e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -10408721.000000 Penalty: 3681.429199
	Iteration 9Q: 3 clusters Score -1.040872e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -10410915.000000 Penalty: 3681.429199
	Iteration 10Q: 3 clusters Score -1.041092e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -10413443.000000 Penalty: 3681.429199
	Iteration 11F: 3 clusters Score -1.041344e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -10415677.000000 Penalty: 3681.429199
	Iteration 12Q: 3 clusters Score -1.041568e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -10417367.000000 Penalty: 3681.429199
	Iteration 13Q: 3 clusters Score -1.041737e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -10418328.000000 Penalty: 3681.429199
	Iteration 14Q: 3 clusters Score -1.041833e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -10418846.000000 Penalty: 3681.429199
	Iteration 15Q: 3 clusters Score -1.041885e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -10419212.000000 Penalty: 3681.429199
	Iteration 16Q: 3 clusters Score -1.041921e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -10419537.000000 Penalty: 3681.429199
	Iteration 17Q: 3 clusters Score -1.041954e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -10419879.000000 Penalty: 3681.429199
	Iteration 18Q: 3 clusters Score -1.041988e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -10420332.000000 Penalty: 3681.429199
	Iteration 19Q: 3 clusters Score -1.042033e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -10420894.000000 Penalty: 3681.429199
	Iteration 20F: 3 clusters Score -1.042089e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -10421519.000000 Penalty: 3681.429199
	Iteration 21Q: 3 clusters Score -1.042152e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -10422306.000000 Penalty: 3681.429199
	Iteration 22Q: 3 clusters Score -1.042231e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -10423104.000000 Penalty: 3681.429199
	Iteration 23Q: 3 clusters Score -1.04231e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -10423861.000000 Penalty: 3681.429199
	Iteration 24Q: 3 clusters Score -1.042386e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -10424451.000000 Penalty: 3681.429199
	Iteration 25Q: 3 clusters Score -1.042445e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -10424980.000000 Penalty: 3681.429199
	Iteration 26Q: 3 clusters Score -1.042498e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -10425265.000000 Penalty: 3681.429199
	Iteration 27Q: 3 clusters Score -1.042526e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -10425481.000000 Penalty: 3681.429199
	Iteration 28Q: 3 clusters Score -1.042548e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69227 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -10425628.000000 Penalty: 3681.429199
	Iteration 29Q: 3 clusters Score -1.042563e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69671 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -10425691.000000 Penalty: 3681.429199
	Iteration 30Q: 3 clusters Score -1.042569e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -10425742.000000 Penalty: 3681.429199
	Iteration 31Q: 3 clusters Score -1.042574e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -10425770.000000 Penalty: 3681.429199
	Iteration 32Q: 3 clusters Score -1.042577e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70959 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -10425838.000000 Penalty: 3681.429199
	Iteration 33Q: 3 clusters Score -1.042584e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -10425887.000000 Penalty: 3681.429199
	Iteration 34Q: 3 clusters Score -1.042589e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71767 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -10425953.000000 Penalty: 3681.429199
	Iteration 35Q: 3 clusters Score -1.042595e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -10425981.000000 Penalty: 3681.429199
	Iteration 36Q: 3 clusters Score -1.042598e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -10426012.000000 Penalty: 3681.429199
	Iteration 37Q: 3 clusters Score -1.042601e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -10426010.000000 Penalty: 3681.429199
	Iteration 38Q: 3 clusters Score -1.042601e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -10426050.000000 Penalty: 3681.429199
	Iteration 39Q: 3 clusters Score -1.042605e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -10426073.000000 Penalty: 3681.429199
	Iteration 40F: 3 clusters Score -1.042607e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -10426091.000000 Penalty: 3681.429199
	Iteration 41Q: 3 clusters Score -1.042609e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -10426138.000000 Penalty: 3681.429199
	Iteration 42Q: 3 clusters Score -1.042614e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74322 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -10426185.000000 Penalty: 3681.429199
	Iteration 43Q: 3 clusters Score -1.042618e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -10426194.000000 Penalty: 3681.429199
	Iteration 44Q: 3 clusters Score -1.042619e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74801 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -10426217.000000 Penalty: 3681.429199
	Iteration 45Q: 3 clusters Score -1.042622e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75035 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -10426219.000000 Penalty: 3681.429199
	Iteration 46Q: 3 clusters Score -1.042622e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -10426284.000000 Penalty: 3681.429199
	Iteration 47Q: 3 clusters Score -1.042628e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75478 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -10426342.000000 Penalty: 3681.429199
	Iteration 48Q: 3 clusters Score -1.042634e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75677 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -10426299.000000 Penalty: 3681.429199
	Iteration 49Q: 3 clusters Score -1.04263e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -10426254.000000 Penalty: 3681.429199
	Iteration 50Q: 3 clusters Score -1.042625e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -10426260.000000 Penalty: 3681.429199
	Iteration 51Q: 3 clusters Score -1.042626e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76330 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -10426304.000000 Penalty: 3681.429199
	Iteration 52Q: 3 clusters Score -1.04263e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -10426341.000000 Penalty: 3681.429199
	Iteration 53Q: 3 clusters Score -1.042634e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -10426340.000000 Penalty: 3681.429199
	Iteration 54Q: 3 clusters Score -1.042634e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -10426382.000000 Penalty: 3681.429199
	Iteration 55Q: 3 clusters Score -1.042638e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -10426427.000000 Penalty: 3681.429199
	Iteration 56Q: 3 clusters Score -1.042643e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77316 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -10426448.000000 Penalty: 3681.429199
	Iteration 57Q: 3 clusters Score -1.042645e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -10426471.000000 Penalty: 3681.429199
	Iteration 58Q: 3 clusters Score -1.042647e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -10426501.000000 Penalty: 3681.429199
	Iteration 59Q: 3 clusters Score -1.04265e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -10426560.000000 Penalty: 3681.429199
	Iteration 60F: 3 clusters Score -1.042656e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -10426556.000000 Penalty: 3681.429199
	Iteration 61Q: 3 clusters Score -1.042656e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78241 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -10426564.000000 Penalty: 3681.429199
	Iteration 62Q: 3 clusters Score -1.042656e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78405 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -10426633.000000 Penalty: 3681.429199
	Iteration 63Q: 3 clusters Score -1.042663e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -10426667.000000 Penalty: 3681.429199
	Iteration 64Q: 3 clusters Score -1.042667e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78717 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -10426706.000000 Penalty: 3681.429199
	Iteration 65Q: 3 clusters Score -1.042671e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -10426721.000000 Penalty: 3681.429199
	Iteration 66Q: 3 clusters Score -1.042672e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -10426768.000000 Penalty: 3681.429199
	Iteration 67Q: 3 clusters Score -1.042677e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -10426817.000000 Penalty: 3681.429199
	Iteration 68Q: 3 clusters Score -1.042682e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79247 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -10426833.000000 Penalty: 3681.429199
	Iteration 69Q: 3 clusters Score -1.042683e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79384 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -10426877.000000 Penalty: 3681.429199
	Iteration 70Q: 3 clusters Score -1.042688e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79523 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -10426935.000000 Penalty: 3681.429199
	Iteration 71Q: 3 clusters Score -1.042694e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -10426980.000000 Penalty: 3681.429199
	Iteration 72Q: 3 clusters Score -1.042698e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79777 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -10426994.000000 Penalty: 3681.429199
	Iteration 73Q: 3 clusters Score -1.042699e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -10427044.000000 Penalty: 3681.429199
	Iteration 74Q: 3 clusters Score -1.042704e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -10427072.000000 Penalty: 3681.429199
	Iteration 75Q: 3 clusters Score -1.042707e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -10427113.000000 Penalty: 3681.429199
	Iteration 76Q: 3 clusters Score -1.042711e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -10427138.000000 Penalty: 3681.429199
	Iteration 77Q: 3 clusters Score -1.042714e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -10427180.000000 Penalty: 3681.429199
	Iteration 78Q: 3 clusters Score -1.042718e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -10427211.000000 Penalty: 3681.429199
	Iteration 79Q: 3 clusters Score -1.042721e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80595 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -10427251.000000 Penalty: 3681.429199
	Iteration 80F: 3 clusters Score -1.042725e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80699 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -10427307.000000 Penalty: 3681.429199
	Iteration 81Q: 3 clusters Score -1.042731e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -10427342.000000 Penalty: 3681.429199
	Iteration 82Q: 3 clusters Score -1.042734e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80866 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -10427388.000000 Penalty: 3681.429199
	Iteration 83Q: 3 clusters Score -1.042739e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -10427381.000000 Penalty: 3681.429199
	Iteration 84Q: 3 clusters Score -1.042738e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -10427414.000000 Penalty: 3681.429199
	Iteration 85Q: 3 clusters Score -1.042741e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10427449.000000 Penalty: 3681.429199
	Iteration 86Q: 3 clusters Score -1.042745e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -10427481.000000 Penalty: 3681.429199
	Iteration 87Q: 3 clusters Score -1.042748e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -10427506.000000 Penalty: 3681.429199
	Iteration 88Q: 3 clusters Score -1.042751e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81189 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -10427513.000000 Penalty: 3681.429199
	Iteration 89Q: 3 clusters Score -1.042751e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -10427519.000000 Penalty: 3681.429199
	Iteration 90Q: 3 clusters Score -1.042752e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81277 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -10427524.000000 Penalty: 3681.429199
	Iteration 91Q: 3 clusters Score -1.042752e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -10427570.000000 Penalty: 3681.429199
	Iteration 92Q: 3 clusters Score -1.042757e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -10427585.000000 Penalty: 3681.429199
	Iteration 93Q: 3 clusters Score -1.042758e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10427604.000000 Penalty: 3681.429199
	Iteration 94Q: 3 clusters Score -1.04276e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81439 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -10427619.000000 Penalty: 3681.429199
	Iteration 95Q: 3 clusters Score -1.042762e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -10427644.000000 Penalty: 3681.429199
	Iteration 96Q: 3 clusters Score -1.042764e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81522 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -10427641.000000 Penalty: 3681.429199
	Iteration 97Q: 3 clusters Score -1.042764e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -10427649.000000 Penalty: 3681.429199
	Iteration 98Q: 3 clusters Score -1.042765e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -10427669.000000 Penalty: 3681.429199
	Iteration 99Q: 3 clusters Score -1.042767e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81612 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -10427671.000000 Penalty: 3681.429199
	Iteration 100F: 3 clusters Score -1.042767e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10427698.000000 Penalty: 3681.429199
	Iteration 101Q: 3 clusters Score -1.04277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81654 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10427702.000000 Penalty: 3681.429199
	Iteration 102Q: 3 clusters Score -1.04277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81676 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -10427706.000000 Penalty: 3681.429199
	Iteration 103Q: 3 clusters Score -1.042771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81691 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -10427727.000000 Penalty: 3681.429199
	Iteration 104Q: 3 clusters Score -1.042773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81706 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10427739.000000 Penalty: 3681.429199
	Iteration 105Q: 3 clusters Score -1.042774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -10427725.000000 Penalty: 3681.429199
	Iteration 106Q: 3 clusters Score -1.042772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -10427724.000000 Penalty: 3681.429199
	Iteration 107Q: 3 clusters Score -1.042772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10427735.000000 Penalty: 3681.429199
	Iteration 108Q: 3 clusters Score -1.042774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -10427742.000000 Penalty: 3681.429199
	Iteration 109Q: 3 clusters Score -1.042774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -10427747.000000 Penalty: 3681.429199
	Iteration 110Q: 3 clusters Score -1.042775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -10427744.000000 Penalty: 3681.429199
	Iteration 111Q: 3 clusters Score -1.042774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -10427751.000000 Penalty: 3681.429199
	Iteration 112Q: 3 clusters Score -1.042775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10427758.000000 Penalty: 3681.429199
	Iteration 113Q: 3 clusters Score -1.042776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81759 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -10427745.000000 Penalty: 3681.429199
	Iteration 114Q: 3 clusters Score -1.042774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81763 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -10427752.000000 Penalty: 3681.429199
	Iteration 115Q: 3 clusters Score -1.042775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10427754.000000 Penalty: 3681.429199
	Iteration 116Q: 3 clusters Score -1.042775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -10427745.000000 Penalty: 3681.429199
	Iteration 117Q: 3 clusters Score -1.042774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -10427754.000000 Penalty: 3681.429199
	Iteration 118Q: 3 clusters Score -1.042775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81782 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -10427754.000000 Penalty: 3681.429199
	Iteration 119Q: 3 clusters Score -1.042775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -10427768.000000 Penalty: 3681.429199
	Iteration 120F: 3 clusters Score -1.042777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10427781.000000 Penalty: 3681.429199
	Iteration 121Q: 3 clusters Score -1.042778e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -10427792.000000 Penalty: 3681.429199
	Iteration 122Q: 3 clusters Score -1.042779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -10427786.000000 Penalty: 3681.429199
	Iteration 123Q: 3 clusters Score -1.042779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10427790.000000 Penalty: 3681.429199
	Iteration 124Q: 3 clusters Score -1.042779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10427802.000000 Penalty: 3681.429199
	Iteration 125Q: 3 clusters Score -1.04278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10427804.000000 Penalty: 3681.429199
	Iteration 126Q: 3 clusters Score -1.04278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10427814.000000 Penalty: 3681.429199
	Iteration 127Q: 3 clusters Score -1.042781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -10427813.000000 Penalty: 3681.429199
	Iteration 128Q: 3 clusters Score -1.042781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10427822.000000 Penalty: 3681.429199
	Iteration 129Q: 3 clusters Score -1.042782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10427820.000000 Penalty: 3681.429199
	Iteration 130Q: 3 clusters Score -1.042782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -10427829.000000 Penalty: 3681.429199
	Iteration 131Q: 3 clusters Score -1.042783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -10427820.000000 Penalty: 3681.429199
	Iteration 132Q: 3 clusters Score -1.042782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10427812.000000 Penalty: 3681.429199
	Iteration 133Q: 3 clusters Score -1.042781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81918 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -10427822.000000 Penalty: 3681.429199
	Iteration 134Q: 3 clusters Score -1.042782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -10427822.000000 Penalty: 3681.429199
	Iteration 135Q: 3 clusters Score -1.042782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -10427825.000000 Penalty: 3681.429199
	Iteration 136Q: 3 clusters Score -1.042782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10427824.000000 Penalty: 3681.429199
	Iteration 137Q: 3 clusters Score -1.042782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81935 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10427819.000000 Penalty: 3681.429199
	Iteration 138Q: 3 clusters Score -1.042782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -10427818.000000 Penalty: 3681.429199
	Iteration 139Q: 3 clusters Score -1.042782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -10427818.000000 Penalty: 3681.429199
	Iteration 140F: 3 clusters Score -1.042782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Entering Unmasked Estep 
Score: -1345925.500000 Penalty: 1510.818237
	Iteration 0F: 2 clusters Score -1345926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1338262.125000 Penalty: 3021.636475
	Iteration 0F: 3 clusters Score -1338262 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1340965.250000 Penalty: 3021.636475
	Iteration 1F: 3 clusters Score -1340965 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1341358.875000 Penalty: 3021.636475
	Iteration 2F: 3 clusters Score -1341359 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1341732.750000 Penalty: 3021.636475
	Iteration 3F: 3 clusters Score -1341733 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1342145.625000 Penalty: 3021.636475
	Iteration 4F: 3 clusters Score -1342146 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1342652.750000 Penalty: 3021.636475
	Iteration 5F: 3 clusters Score -1342653 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1343302.250000 Penalty: 3021.636475
	Iteration 6F: 3 clusters Score -1343302 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1344082.500000 Penalty: 3021.636475
	Iteration 7F: 3 clusters Score -1344082 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1344642.375000 Penalty: 3021.636475
	Iteration 8F: 3 clusters Score -1344642 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1344967.625000 Penalty: 3021.636475
	Iteration 9Q: 3 clusters Score -1344968 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1345155.750000 Penalty: 3021.636475
	Iteration 10Q: 3 clusters Score -1345156 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1345286.000000 Penalty: 3021.636475
	Iteration 11Q: 3 clusters Score -1345286 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1345377.250000 Penalty: 3021.636475
	Iteration 12Q: 3 clusters Score -1345377 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1345427.125000 Penalty: 3021.636475
	Iteration 13Q: 3 clusters Score -1345427 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1345464.250000 Penalty: 3021.636475
	Iteration 14Q: 3 clusters Score -1345464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1345493.750000 Penalty: 3021.636475
	Iteration 15Q: 3 clusters Score -1345494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1345522.875000 Penalty: 3021.636475
	Iteration 16Q: 3 clusters Score -1345523 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1345549.125000 Penalty: 3021.636475
	Iteration 17Q: 3 clusters Score -1345549 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1345576.875000 Penalty: 3021.636475
	Iteration 18Q: 3 clusters Score -1345577 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1345604.250000 Penalty: 3021.636475
	Iteration 19Q: 3 clusters Score -1345604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1345623.000000 Penalty: 3021.636475
	Iteration 20F: 3 clusters Score -1345623 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1345655.625000 Penalty: 3021.636475
	Iteration 21Q: 3 clusters Score -1345656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1345683.375000 Penalty: 3021.636475
	Iteration 22Q: 3 clusters Score -1345683 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1345714.750000 Penalty: 3021.636475
	Iteration 23Q: 3 clusters Score -1345715 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1345755.375000 Penalty: 3021.636475
	Iteration 24Q: 3 clusters Score -1345755 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1345795.500000 Penalty: 3021.636475
	Iteration 25Q: 3 clusters Score -1345796 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1345860.000000 Penalty: 3021.636475
	Iteration 26Q: 3 clusters Score -1345860 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1345922.625000 Penalty: 3021.636475
	Iteration 27Q: 3 clusters Score -1345923 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1346014.750000 Penalty: 3021.636475
	Iteration 28Q: 3 clusters Score -1346015 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1346112.750000 Penalty: 3021.636475
	Iteration 29Q: 3 clusters Score -1346113 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1346206.875000 Penalty: 3021.636475
	Iteration 30Q: 3 clusters Score -1346207 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1346277.375000 Penalty: 3021.636475
	Iteration 31Q: 3 clusters Score -1346277 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1346329.750000 Penalty: 3021.636475
	Iteration 32Q: 3 clusters Score -1346330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1346354.375000 Penalty: 3021.636475
	Iteration 33Q: 3 clusters Score -1346354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1346375.750000 Penalty: 3021.636475
	Iteration 34Q: 3 clusters Score -1346376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1346384.375000 Penalty: 3021.636475
	Iteration 35Q: 3 clusters Score -1346384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1346389.625000 Penalty: 3021.636475
	Iteration 36Q: 3 clusters Score -1346390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1346389.500000 Penalty: 3021.636475
	Iteration 37Q: 3 clusters Score -1346390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1346393.000000 Penalty: 3021.636475
	Iteration 38Q: 3 clusters Score -1346393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1346391.375000 Penalty: 3021.636475
	Iteration 39Q: 3 clusters Score -1346391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1346398.375000 Penalty: 3021.636475
	Iteration 40F: 3 clusters Score -1346398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1346401.250000 Penalty: 3021.636475
	Iteration 41Q: 3 clusters Score -1346401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1346401.625000 Penalty: 3021.636475
	Iteration 42Q: 3 clusters Score -1346402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1346401.000000 Penalty: 3021.636475
	Iteration 43Q: 3 clusters Score -1346401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1346402.125000 Penalty: 3021.636475
	Iteration 44Q: 3 clusters Score -1346402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1346402.875000 Penalty: 3021.636475
	Iteration 45Q: 3 clusters Score -1346403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1346404.375000 Penalty: 3021.636475
	Iteration 46Q: 3 clusters Score -1346404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1346406.000000 Penalty: 3021.636475
	Iteration 47Q: 3 clusters Score -1346406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1346404.375000 Penalty: 3021.636475
	Iteration 48Q: 3 clusters Score -1346404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1346407.000000 Penalty: 3021.636475
	Iteration 49Q: 3 clusters Score -1346407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1346406.625000 Penalty: 3021.636475
	Iteration 50Q: 3 clusters Score -1346407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1346407.625000 Penalty: 3021.636475
	Iteration 51Q: 3 clusters Score -1346408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1346410.000000 Penalty: 3021.636475
	Iteration 52Q: 3 clusters Score -1346410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1346410.000000 Penalty: 3021.636475
	Iteration 53F: 3 clusters Score -1346410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 58476 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 89886 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 5198 members 
Mstep: Class 8 contains 14930 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 83073 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 14 contains 92511 members 
Mstep: Class 15 contains 18682 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 3698 members 
Entering Unmasked Estep 
Score: -62572496.000000 Penalty: 44879.351562
Splitting cluster 13 changes total score from -62571572.000000 to -62572496.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (92511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92511 members 
Entering Unmasked Estep 
Score: -11450113.000000 Penalty: 1858.200928
	Iteration 0F: 2 clusters Score -1.145011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -11396298.000000 Penalty: 3716.401855
	Iteration 0F: 3 clusters Score -1.13963e+07 nChanged 44164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -11422141.000000 Penalty: 3716.401855
	Iteration 1F: 3 clusters Score -1.142214e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -11424954.000000 Penalty: 3716.401855
	Iteration 2Q: 3 clusters Score -1.142495e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -11430684.000000 Penalty: 3716.401855
	Iteration 3F: 3 clusters Score -1.143068e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -11440510.000000 Penalty: 3716.401855
	Iteration 4F: 3 clusters Score -1.144051e+07 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -11452130.000000 Penalty: 3716.401855
	Iteration 5F: 3 clusters Score -1.145213e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 66761 members 
Entering Unmasked Estep 
Score: -11460955.000000 Penalty: 3716.401855
	Iteration 6F: 3 clusters Score -1.146096e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -11466246.000000 Penalty: 3716.401855
	Iteration 7F: 3 clusters Score -1.146625e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -11468946.000000 Penalty: 3716.401855
	Iteration 8Q: 3 clusters Score -1.146895e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 73616 members 
Entering Unmasked Estep 
Score: -11470158.000000 Penalty: 3716.401855
	Iteration 9Q: 3 clusters Score -1.147016e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -11470689.000000 Penalty: 3716.401855
	Iteration 10Q: 3 clusters Score -1.147069e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -11470968.000000 Penalty: 3716.401855
	Iteration 11Q: 3 clusters Score -1.147097e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -11471158.000000 Penalty: 3716.401855
	Iteration 12Q: 3 clusters Score -1.147116e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -11471261.000000 Penalty: 3716.401855
	Iteration 13Q: 3 clusters Score -1.147126e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -11471265.000000 Penalty: 3716.401855
	Iteration 14Q: 3 clusters Score -1.147126e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 76553 members 
Entering Unmasked Estep 
Score: -11471270.000000 Penalty: 3716.401855
	Iteration 15Q: 3 clusters Score -1.147127e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -11471270.000000 Penalty: 3716.401855
	Iteration 16Q: 3 clusters Score -1.147127e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 76800 members 
Entering Unmasked Estep 
Score: -11471280.000000 Penalty: 3716.401855
	Iteration 17Q: 3 clusters Score -1.147128e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -11471276.000000 Penalty: 3716.401855
	Iteration 18Q: 3 clusters Score -1.147128e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 76932 members 
Entering Unmasked Estep 
Score: -11471285.000000 Penalty: 3716.401855
	Iteration 19Q: 3 clusters Score -1.147128e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -11471296.000000 Penalty: 3716.401855
	Iteration 20F: 3 clusters Score -1.14713e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 77002 members 
Entering Unmasked Estep 
Score: -11471303.000000 Penalty: 3716.401855
	Iteration 21Q: 3 clusters Score -1.14713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -11471292.000000 Penalty: 3716.401855
	Iteration 22Q: 3 clusters Score -1.147129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 77035 members 
Entering Unmasked Estep 
Score: -11471301.000000 Penalty: 3716.401855
	Iteration 23Q: 3 clusters Score -1.14713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 77042 members 
Entering Unmasked Estep 
Score: -11471296.000000 Penalty: 3716.401855
	Iteration 24Q: 3 clusters Score -1.14713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -11471297.000000 Penalty: 3716.401855
	Iteration 25Q: 3 clusters Score -1.14713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -11471298.000000 Penalty: 3716.401855
	Iteration 26Q: 3 clusters Score -1.14713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -11471294.000000 Penalty: 3716.401855
	Iteration 27Q: 3 clusters Score -1.147129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -11471295.000000 Penalty: 3716.401855
	Iteration 28Q: 3 clusters Score -1.14713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -11471296.000000 Penalty: 3716.401855
	Iteration 29Q: 3 clusters Score -1.14713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -11471296.000000 Penalty: 3716.401855
	Iteration 30F: 3 clusters Score -1.14713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 58476 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 89886 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 5198 members 
Mstep: Class 8 contains 14930 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 83073 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 18682 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 3698 members 
Mstep: Class 22 contains 77057 members 
Entering Unmasked Estep 
Score: -62593752.000000 Penalty: 47016.460938
Splitting cluster 14 changes total score from -62571572.000000 to -62593752.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (18682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Entering Unmasked Estep 
Score: -2224913.750000 Penalty: 1598.238770
	Iteration 0F: 2 clusters Score -2224914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2212136.250000 Penalty: 3196.477539
	Iteration 0F: 3 clusters Score -2212136 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2217065.250000 Penalty: 3196.477539
	Iteration 1F: 3 clusters Score -2217065 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2217976.750000 Penalty: 3196.477539
	Iteration 2F: 3 clusters Score -2217977 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2219489.500000 Penalty: 3196.477539
	Iteration 3F: 3 clusters Score -2219490 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2221398.000000 Penalty: 3196.477539
	Iteration 4F: 3 clusters Score -2221398 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2223105.750000 Penalty: 3196.477539
	Iteration 5F: 3 clusters Score -2223106 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2224158.250000 Penalty: 3196.477539
	Iteration 6F: 3 clusters Score -2224158 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2224649.250000 Penalty: 3196.477539
	Iteration 7F: 3 clusters Score -2224649 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2224899.750000 Penalty: 3196.477539
	Iteration 8Q: 3 clusters Score -2224900 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2225034.500000 Penalty: 3196.477539
	Iteration 9Q: 3 clusters Score -2225034 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2225117.750000 Penalty: 3196.477539
	Iteration 10Q: 3 clusters Score -2225118 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2225191.000000 Penalty: 3196.477539
	Iteration 11Q: 3 clusters Score -2225191 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2225240.750000 Penalty: 3196.477539
	Iteration 12Q: 3 clusters Score -2225241 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2225279.750000 Penalty: 3196.477539
	Iteration 13Q: 3 clusters Score -2225280 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2225319.750000 Penalty: 3196.477539
	Iteration 14Q: 3 clusters Score -2225320 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2225353.000000 Penalty: 3196.477539
	Iteration 15Q: 3 clusters Score -2225353 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2225393.500000 Penalty: 3196.477539
	Iteration 16Q: 3 clusters Score -2225394 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2225412.500000 Penalty: 3196.477539
	Iteration 17Q: 3 clusters Score -2225412 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2225450.750000 Penalty: 3196.477539
	Iteration 18Q: 3 clusters Score -2225451 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2225478.250000 Penalty: 3196.477539
	Iteration 19Q: 3 clusters Score -2225478 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2225520.000000 Penalty: 3196.477539
	Iteration 20F: 3 clusters Score -2225520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2225544.500000 Penalty: 3196.477539
	Iteration 21Q: 3 clusters Score -2225544 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2225584.250000 Penalty: 3196.477539
	Iteration 22Q: 3 clusters Score -2225584 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2225619.500000 Penalty: 3196.477539
	Iteration 23Q: 3 clusters Score -2225620 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2225652.750000 Penalty: 3196.477539
	Iteration 24Q: 3 clusters Score -2225653 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2225679.000000 Penalty: 3196.477539
	Iteration 25Q: 3 clusters Score -2225679 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2225703.000000 Penalty: 3196.477539
	Iteration 26Q: 3 clusters Score -2225703 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2225719.500000 Penalty: 3196.477539
	Iteration 27Q: 3 clusters Score -2225720 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2225730.500000 Penalty: 3196.477539
	Iteration 28Q: 3 clusters Score -2225730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2225750.000000 Penalty: 3196.477539
	Iteration 29Q: 3 clusters Score -2225750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2225764.500000 Penalty: 3196.477539
	Iteration 30Q: 3 clusters Score -2225764 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2225792.750000 Penalty: 3196.477539
	Iteration 31Q: 3 clusters Score -2225793 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2225815.500000 Penalty: 3196.477539
	Iteration 32Q: 3 clusters Score -2225816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2225819.500000 Penalty: 3196.477539
	Iteration 33Q: 3 clusters Score -2225820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2225829.750000 Penalty: 3196.477539
	Iteration 34Q: 3 clusters Score -2225830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2225840.750000 Penalty: 3196.477539
	Iteration 35Q: 3 clusters Score -2225841 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2225857.500000 Penalty: 3196.477539
	Iteration 36Q: 3 clusters Score -2225858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2225868.250000 Penalty: 3196.477539
	Iteration 37Q: 3 clusters Score -2225868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2225865.750000 Penalty: 3196.477539
	Iteration 38Q: 3 clusters Score -2225866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2225864.750000 Penalty: 3196.477539
	Iteration 39Q: 3 clusters Score -2225865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2225866.000000 Penalty: 3196.477539
	Iteration 40F: 3 clusters Score -2225866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2225866.500000 Penalty: 3196.477539
	Iteration 41Q: 3 clusters Score -2225866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2225869.500000 Penalty: 3196.477539
	Iteration 42Q: 3 clusters Score -2225870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2225867.500000 Penalty: 3196.477539
	Iteration 43Q: 3 clusters Score -2225868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2225866.250000 Penalty: 3196.477539
	Iteration 44Q: 3 clusters Score -2225866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2225866.250000 Penalty: 3196.477539
	Iteration 45F: 3 clusters Score -2225866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 58476 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 89886 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 5198 members 
Mstep: Class 8 contains 14930 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 83073 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 16687 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 3698 members 
Mstep: Class 22 contains 77057 members 
Mstep: Class 23 contains 1995 members 
Entering Unmasked Estep 
Score: -62593948.000000 Penalty: 49153.574219
Splitting cluster 15 changes total score from -62571572.000000 to -62593948.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -506438.406250 Penalty: 1357.213379
	Iteration 0F: 2 clusters Score -506438.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -503010.968750 Penalty: 2714.426758
	Iteration 0F: 3 clusters Score -503011 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -503999.968750 Penalty: 2714.426758
	Iteration 1F: 3 clusters Score -504000 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -504258.562500 Penalty: 2714.426758
	Iteration 2F: 3 clusters Score -504258.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -504520.531250 Penalty: 2714.426758
	Iteration 3F: 3 clusters Score -504520.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -504817.718750 Penalty: 2714.426758
	Iteration 4F: 3 clusters Score -504817.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -505133.718750 Penalty: 2714.426758
	Iteration 5F: 3 clusters Score -505133.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -505394.625000 Penalty: 2714.426758
	Iteration 6F: 3 clusters Score -505394.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -505574.468750 Penalty: 2714.426758
	Iteration 7F: 3 clusters Score -505574.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -505683.156250 Penalty: 2714.426758
	Iteration 8Q: 3 clusters Score -505683.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -505750.343750 Penalty: 2714.426758
	Iteration 9Q: 3 clusters Score -505750.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -505779.625000 Penalty: 2714.426758
	Iteration 10Q: 3 clusters Score -505779.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -505790.343750 Penalty: 2714.426758
	Iteration 11Q: 3 clusters Score -505790.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -505798.156250 Penalty: 2714.426758
	Iteration 12Q: 3 clusters Score -505798.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -505806.937500 Penalty: 2714.426758
	Iteration 13Q: 3 clusters Score -505806.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -505813.031250 Penalty: 2714.426758
	Iteration 14Q: 3 clusters Score -505813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -505816.593750 Penalty: 2714.426758
	Iteration 15Q: 3 clusters Score -505816.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -505819.156250 Penalty: 2714.426758
	Iteration 16Q: 3 clusters Score -505819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -505819.750000 Penalty: 2714.426758
	Iteration 17Q: 3 clusters Score -505819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -505821.000000 Penalty: 2714.426758
	Iteration 18Q: 3 clusters Score -505821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -505822.343750 Penalty: 2714.426758
	Iteration 19Q: 3 clusters Score -505822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -505823.562500 Penalty: 2714.426758
	Iteration 20F: 3 clusters Score -505823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -505824.812500 Penalty: 2714.426758
	Iteration 21Q: 3 clusters Score -505824.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -505824.812500 Penalty: 2714.426758
	Iteration 22F: 3 clusters Score -505824.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -355317.781250 Penalty: 1304.358887
	Iteration 0F: 2 clusters Score -355317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -352588.250000 Penalty: 2608.717773
	Iteration 0F: 3 clusters Score -352588.2 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -353364.406250 Penalty: 2608.717773
	Iteration 1F: 3 clusters Score -353364.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -353625.625000 Penalty: 2608.717773
	Iteration 2F: 3 clusters Score -353625.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -353784.187500 Penalty: 2608.717773
	Iteration 3F: 3 clusters Score -353784.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -353892.250000 Penalty: 2608.717773
	Iteration 4Q: 3 clusters Score -353892.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -353960.437500 Penalty: 2608.717773
	Iteration 5Q: 3 clusters Score -353960.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -354002.000000 Penalty: 2608.717773
	Iteration 6Q: 3 clusters Score -354002 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -354035.156250 Penalty: 2608.717773
	Iteration 7Q: 3 clusters Score -354035.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -354052.718750 Penalty: 2608.717773
	Iteration 8Q: 3 clusters Score -354052.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -354069.468750 Penalty: 2608.717773
	Iteration 9Q: 3 clusters Score -354069.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -354084.750000 Penalty: 2608.717773
	Iteration 10Q: 3 clusters Score -354084.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -354095.875000 Penalty: 2608.717773
	Iteration 11Q: 3 clusters Score -354095.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -354108.937500 Penalty: 2608.717773
	Iteration 12Q: 3 clusters Score -354108.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -354119.437500 Penalty: 2608.717773
	Iteration 13Q: 3 clusters Score -354119.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -354125.781250 Penalty: 2608.717773
	Iteration 14Q: 3 clusters Score -354125.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -354132.218750 Penalty: 2608.717773
	Iteration 15Q: 3 clusters Score -354132.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -354138.593750 Penalty: 2608.717773
	Iteration 16Q: 3 clusters Score -354138.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -354141.062500 Penalty: 2608.717773
	Iteration 17Q: 3 clusters Score -354141.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -354142.500000 Penalty: 2608.717773
	Iteration 18Q: 3 clusters Score -354142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -354143.125000 Penalty: 2608.717773
	Iteration 19Q: 3 clusters Score -354143.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -354145.281250 Penalty: 2608.717773
	Iteration 20F: 3 clusters Score -354145.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -354146.843750 Penalty: 2608.717773
	Iteration 21Q: 3 clusters Score -354146.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -354150.562500 Penalty: 2608.717773
	Iteration 22Q: 3 clusters Score -354150.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -354152.468750 Penalty: 2608.717773
	Iteration 23Q: 3 clusters Score -354152.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -354154.750000 Penalty: 2608.717773
	Iteration 24Q: 3 clusters Score -354154.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -354156.375000 Penalty: 2608.717773
	Iteration 25Q: 3 clusters Score -354156.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -354161.343750 Penalty: 2608.717773
	Iteration 26Q: 3 clusters Score -354161.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -354167.218750 Penalty: 2608.717773
	Iteration 27Q: 3 clusters Score -354167.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -354174.718750 Penalty: 2608.717773
	Iteration 28Q: 3 clusters Score -354174.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -354181.500000 Penalty: 2608.717773
	Iteration 29Q: 3 clusters Score -354181.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -354186.125000 Penalty: 2608.717773
	Iteration 30Q: 3 clusters Score -354186.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -354197.031250 Penalty: 2608.717773
	Iteration 31Q: 3 clusters Score -354197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -354206.218750 Penalty: 2608.717773
	Iteration 32Q: 3 clusters Score -354206.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -354218.843750 Penalty: 2608.717773
	Iteration 33Q: 3 clusters Score -354218.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -354228.718750 Penalty: 2608.717773
	Iteration 34Q: 3 clusters Score -354228.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -354238.343750 Penalty: 2608.717773
	Iteration 35Q: 3 clusters Score -354238.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -354245.968750 Penalty: 2608.717773
	Iteration 36Q: 3 clusters Score -354246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -354254.156250 Penalty: 2608.717773
	Iteration 37Q: 3 clusters Score -354254.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -354268.500000 Penalty: 2608.717773
	Iteration 38Q: 3 clusters Score -354268.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -354286.343750 Penalty: 2608.717773
	Iteration 39Q: 3 clusters Score -354286.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -354295.781250 Penalty: 2608.717773
	Iteration 40F: 3 clusters Score -354295.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -354305.562500 Penalty: 2608.717773
	Iteration 41Q: 3 clusters Score -354305.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -354312.687500 Penalty: 2608.717773
	Iteration 42Q: 3 clusters Score -354312.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -354316.750000 Penalty: 2608.717773
	Iteration 43Q: 3 clusters Score -354316.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -354319.031250 Penalty: 2608.717773
	Iteration 44Q: 3 clusters Score -354319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -354321.593750 Penalty: 2608.717773
	Iteration 45Q: 3 clusters Score -354321.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -354324.437500 Penalty: 2608.717773
	Iteration 46Q: 3 clusters Score -354324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -354325.343750 Penalty: 2608.717773
	Iteration 47Q: 3 clusters Score -354325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -354325.593750 Penalty: 2608.717773
	Iteration 48Q: 3 clusters Score -354325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -354325.375000 Penalty: 2608.717773
	Iteration 49Q: 3 clusters Score -354325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -354326.500000 Penalty: 2608.717773
	Iteration 50Q: 3 clusters Score -354326.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -354326.468750 Penalty: 2608.717773
	Iteration 51Q: 3 clusters Score -354326.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -354327.062500 Penalty: 2608.717773
	Iteration 52Q: 3 clusters Score -354327.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -354327.062500 Penalty: 2608.717773
	Iteration 53F: 3 clusters Score -354327.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Entering Unmasked Estep 
Score: -429287.437500 Penalty: 1325.944824
	Iteration 0F: 2 clusters Score -429287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -426302.312500 Penalty: 2651.889648
	Iteration 0F: 3 clusters Score -426302.3 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -427099.125000 Penalty: 2651.889648
	Iteration 1F: 3 clusters Score -427099.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -427327.250000 Penalty: 2651.889648
	Iteration 2F: 3 clusters Score -427327.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -427516.906250 Penalty: 2651.889648
	Iteration 3F: 3 clusters Score -427516.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -427688.062500 Penalty: 2651.889648
	Iteration 4F: 3 clusters Score -427688.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -427820.937500 Penalty: 2651.889648
	Iteration 5Q: 3 clusters Score -427820.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -427926.625000 Penalty: 2651.889648
	Iteration 6Q: 3 clusters Score -427926.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -428015.250000 Penalty: 2651.889648
	Iteration 7Q: 3 clusters Score -428015.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -428115.531250 Penalty: 2651.889648
	Iteration 8Q: 3 clusters Score -428115.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -428185.281250 Penalty: 2651.889648
	Iteration 9Q: 3 clusters Score -428185.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -428249.125000 Penalty: 2651.889648
	Iteration 10Q: 3 clusters Score -428249.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -428292.843750 Penalty: 2651.889648
	Iteration 11Q: 3 clusters Score -428292.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -428322.625000 Penalty: 2651.889648
	Iteration 12Q: 3 clusters Score -428322.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -428356.031250 Penalty: 2651.889648
	Iteration 13Q: 3 clusters Score -428356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -428397.531250 Penalty: 2651.889648
	Iteration 14Q: 3 clusters Score -428397.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -428437.281250 Penalty: 2651.889648
	Iteration 15Q: 3 clusters Score -428437.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -428472.687500 Penalty: 2651.889648
	Iteration 16Q: 3 clusters Score -428472.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -428505.281250 Penalty: 2651.889648
	Iteration 17Q: 3 clusters Score -428505.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -428533.812500 Penalty: 2651.889648
	Iteration 18Q: 3 clusters Score -428533.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -428574.968750 Penalty: 2651.889648
	Iteration 19Q: 3 clusters Score -428575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -428603.250000 Penalty: 2651.889648
	Iteration 20F: 3 clusters Score -428603.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -428626.625000 Penalty: 2651.889648
	Iteration 21Q: 3 clusters Score -428626.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -428644.000000 Penalty: 2651.889648
	Iteration 22Q: 3 clusters Score -428644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -428653.250000 Penalty: 2651.889648
	Iteration 23Q: 3 clusters Score -428653.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -428661.468750 Penalty: 2651.889648
	Iteration 24Q: 3 clusters Score -428661.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -428665.625000 Penalty: 2651.889648
	Iteration 25Q: 3 clusters Score -428665.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -428669.156250 Penalty: 2651.889648
	Iteration 26Q: 3 clusters Score -428669.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -428671.468750 Penalty: 2651.889648
	Iteration 27Q: 3 clusters Score -428671.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -428673.000000 Penalty: 2651.889648
	Iteration 28Q: 3 clusters Score -428673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -428674.406250 Penalty: 2651.889648
	Iteration 29Q: 3 clusters Score -428674.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -428675.968750 Penalty: 2651.889648
	Iteration 30Q: 3 clusters Score -428676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -428677.281250 Penalty: 2651.889648
	Iteration 31Q: 3 clusters Score -428677.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -428678.093750 Penalty: 2651.889648
	Iteration 32Q: 3 clusters Score -428678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -428680.593750 Penalty: 2651.889648
	Iteration 33Q: 3 clusters Score -428680.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -428682.250000 Penalty: 2651.889648
	Iteration 34Q: 3 clusters Score -428682.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -428684.125000 Penalty: 2651.889648
	Iteration 35Q: 3 clusters Score -428684.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -428686.343750 Penalty: 2651.889648
	Iteration 36Q: 3 clusters Score -428686.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -428687.656250 Penalty: 2651.889648
	Iteration 37Q: 3 clusters Score -428687.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -428688.468750 Penalty: 2651.889648
	Iteration 38Q: 3 clusters Score -428688.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -428690.718750 Penalty: 2651.889648
	Iteration 39Q: 3 clusters Score -428690.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -428691.406250 Penalty: 2651.889648
	Iteration 40F: 3 clusters Score -428691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -428691.812500 Penalty: 2651.889648
	Iteration 41Q: 3 clusters Score -428691.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -428691.812500 Penalty: 2651.889648
	Iteration 42F: 3 clusters Score -428691.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 58476 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 5 contains 89886 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 5198 members 
Mstep: Class 8 contains 14930 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 83073 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 16687 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 19 contains 3497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62600236.000000 Penalty: 49153.574219
Iteration 39Q: 24 clusters Score -6.260024e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 75349 members 
Mstep: Class 2 contains 58809 members 
Mstep: Class 3 contains 17858 members 
Mstep: Class 4 contains 13087 members 
Mstep: Class 5 contains 91711 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 5361 members 
Mstep: Class 8 contains 14477 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 4191 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 82353 members 
Mstep: Class 13 contains 7319 members 
Mstep: Class 14 contains 15624 members 
Mstep: Class 15 contains 16855 members 
Mstep: Class 16 contains 4232 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 1303 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 385 members 
Mstep: Class 21 contains 3670 members 
Mstep: Class 22 contains 74852 members 
Mstep: Class 23 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62606596.000000 Penalty: 49153.574219
Iteration 40F: 24 clusters Score -6.26066e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 57569 members 
Mstep: Class 3 contains 17590 members 
Mstep: Class 4 contains 13765 members 
Mstep: Class 5 contains 92571 members 
Mstep: Class 6 contains 18022 members 
Mstep: Class 7 contains 5342 members 
Mstep: Class 8 contains 14041 members 
Mstep: Class 9 contains 222 members 
Mstep: Class 10 contains 4185 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 81918 members 
Mstep: Class 13 contains 7390 members 
Mstep: Class 14 contains 15714 members 
Mstep: Class 15 contains 16884 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 3029 members 
Mstep: Class 18 contains 1393 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 516 members 
Mstep: Class 21 contains 3943 members 
Mstep: Class 22 contains 74749 members 
Mstep: Class 23 contains 2018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62609888.000000 Penalty: 49153.574219
Iteration 41Q: 24 clusters Score -6.260989e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 56624 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 14517 members 
Mstep: Class 5 contains 93161 members 
Mstep: Class 6 contains 17915 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 13572 members 
Mstep: Class 9 contains 233 members 
Mstep: Class 10 contains 4201 members 
Mstep: Class 11 contains 221 members 
Mstep: Class 12 contains 81648 members 
Mstep: Class 13 contains 7467 members 
Mstep: Class 14 contains 15906 members 
Mstep: Class 15 contains 16881 members 
Mstep: Class 16 contains 4162 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 3473 members 
Mstep: Class 20 contains 593 members 
Mstep: Class 21 contains 4115 members 
Mstep: Class 22 contains 74660 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62611436.000000 Penalty: 49153.574219
Iteration 42Q: 24 clusters Score -6.261144e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 55964 members 
Mstep: Class 3 contains 17330 members 
Mstep: Class 4 contains 15274 members 
Mstep: Class 5 contains 93626 members 
Mstep: Class 6 contains 17854 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 13130 members 
Mstep: Class 9 contains 241 members 
Mstep: Class 10 contains 4205 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 81441 members 
Mstep: Class 13 contains 7557 members 
Mstep: Class 14 contains 16099 members 
Mstep: Class 15 contains 16882 members 
Mstep: Class 16 contains 4141 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 18 contains 1477 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 4246 members 
Mstep: Class 22 contains 74515 members 
Mstep: Class 23 contains 2044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62612416.000000 Penalty: 49153.574219
Iteration 43Q: 24 clusters Score -6.261242e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 55476 members 
Mstep: Class 3 contains 17259 members 
Mstep: Class 4 contains 16077 members 
Mstep: Class 5 contains 93974 members 
Mstep: Class 6 contains 17819 members 
Mstep: Class 7 contains 5459 members 
Mstep: Class 8 contains 12686 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 4211 members 
Mstep: Class 11 contains 197 members 
Mstep: Class 12 contains 81300 members 
Mstep: Class 13 contains 7673 members 
Mstep: Class 14 contains 16318 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 16 contains 4125 members 
Mstep: Class 17 contains 2910 members 
Mstep: Class 18 contains 1483 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 688 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 74411 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62613732.000000 Penalty: 49153.574219
Iteration 44Q: 24 clusters Score -6.261373e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 55101 members 
Mstep: Class 3 contains 17167 members 
Mstep: Class 4 contains 16902 members 
Mstep: Class 5 contains 94267 members 
Mstep: Class 6 contains 17803 members 
Mstep: Class 7 contains 5472 members 
Mstep: Class 8 contains 12243 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 81179 members 
Mstep: Class 13 contains 7777 members 
Mstep: Class 14 contains 16575 members 
Mstep: Class 15 contains 16884 members 
Mstep: Class 16 contains 4108 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 1488 members 
Mstep: Class 19 contains 3396 members 
Mstep: Class 20 contains 731 members 
Mstep: Class 21 contains 4423 members 
Mstep: Class 22 contains 74373 members 
Mstep: Class 23 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62614532.000000 Penalty: 49153.574219
Iteration 45Q: 24 clusters Score -6.261453e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 54799 members 
Mstep: Class 3 contains 17115 members 
Mstep: Class 4 contains 17701 members 
Mstep: Class 5 contains 94479 members 
Mstep: Class 6 contains 17770 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 11825 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 194 members 
Mstep: Class 12 contains 81095 members 
Mstep: Class 13 contains 7883 members 
Mstep: Class 14 contains 16840 members 
Mstep: Class 15 contains 16892 members 
Mstep: Class 16 contains 4090 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 1496 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 20 contains 771 members 
Mstep: Class 21 contains 4488 members 
Mstep: Class 22 contains 74318 members 
Mstep: Class 23 contains 2018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62615712.000000 Penalty: 49153.574219
Iteration 46Q: 24 clusters Score -6.261571e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 54526 members 
Mstep: Class 3 contains 17098 members 
Mstep: Class 4 contains 18544 members 
Mstep: Class 5 contains 94612 members 
Mstep: Class 6 contains 17733 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 11392 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 193 members 
Mstep: Class 12 contains 81023 members 
Mstep: Class 13 contains 7995 members 
Mstep: Class 14 contains 17122 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 16 contains 4072 members 
Mstep: Class 17 contains 2838 members 
Mstep: Class 18 contains 1497 members 
Mstep: Class 19 contains 3343 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 74267 members 
Mstep: Class 23 contains 2011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62616164.000000 Penalty: 49153.574219
Iteration 47Q: 24 clusters Score -6.261616e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 54211 members 
Mstep: Class 3 contains 17083 members 
Mstep: Class 4 contains 19377 members 
Mstep: Class 5 contains 94719 members 
Mstep: Class 6 contains 17717 members 
Mstep: Class 7 contains 5486 members 
Mstep: Class 8 contains 10918 members 
Mstep: Class 9 contains 294 members 
Mstep: Class 10 contains 4269 members 
Mstep: Class 11 contains 192 members 
Mstep: Class 12 contains 80966 members 
Mstep: Class 13 contains 8104 members 
Mstep: Class 14 contains 17428 members 
Mstep: Class 15 contains 16889 members 
Mstep: Class 16 contains 4062 members 
Mstep: Class 17 contains 2825 members 
Mstep: Class 18 contains 1497 members 
Mstep: Class 19 contains 3319 members 
Mstep: Class 20 contains 852 members 
Mstep: Class 21 contains 4604 members 
Mstep: Class 22 contains 74221 members 
Mstep: Class 23 contains 2000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62616788.000000 Penalty: 49153.574219
Iteration 48Q: 24 clusters Score -6.261679e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 53909 members 
Mstep: Class 3 contains 17071 members 
Mstep: Class 4 contains 20110 members 
Mstep: Class 5 contains 94828 members 
Mstep: Class 6 contains 17715 members 
Mstep: Class 7 contains 5485 members 
Mstep: Class 8 contains 10421 members 
Mstep: Class 9 contains 303 members 
Mstep: Class 10 contains 4279 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 80920 members 
Mstep: Class 13 contains 8210 members 
Mstep: Class 14 contains 17788 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 1497 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 896 members 
Mstep: Class 21 contains 4664 members 
Mstep: Class 22 contains 74166 members 
Mstep: Class 23 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62617404.000000 Penalty: 49153.574219
Iteration 49Q: 24 clusters Score -6.26174e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 53619 members 
Mstep: Class 3 contains 17060 members 
Mstep: Class 4 contains 20721 members 
Mstep: Class 5 contains 94873 members 
Mstep: Class 6 contains 17702 members 
Mstep: Class 7 contains 5491 members 
Mstep: Class 8 contains 9938 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 4286 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 80857 members 
Mstep: Class 13 contains 8323 members 
Mstep: Class 14 contains 18167 members 
Mstep: Class 15 contains 16928 members 
Mstep: Class 16 contains 4032 members 
Mstep: Class 17 contains 2791 members 
Mstep: Class 18 contains 1501 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 20 contains 940 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 74136 members 
Mstep: Class 23 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62618016.000000 Penalty: 49153.574219
Iteration 50Q: 24 clusters Score -6.261802e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 53325 members 
Mstep: Class 3 contains 17062 members 
Mstep: Class 4 contains 21201 members 
Mstep: Class 5 contains 94918 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 5497 members 
Mstep: Class 8 contains 9441 members 
Mstep: Class 9 contains 313 members 
Mstep: Class 10 contains 4295 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 80783 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 18578 members 
Mstep: Class 15 contains 16939 members 
Mstep: Class 16 contains 4013 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 1504 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 976 members 
Mstep: Class 21 contains 4747 members 
Mstep: Class 22 contains 74104 members 
Mstep: Class 23 contains 1937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62618492.000000 Penalty: 49153.574219
Iteration 51Q: 24 clusters Score -6.261849e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 53025 members 
Mstep: Class 3 contains 17053 members 
Mstep: Class 4 contains 21647 members 
Mstep: Class 5 contains 94884 members 
Mstep: Class 6 contains 17683 members 
Mstep: Class 7 contains 5514 members 
Mstep: Class 8 contains 8993 members 
Mstep: Class 9 contains 318 members 
Mstep: Class 10 contains 4293 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 80722 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 14 contains 18993 members 
Mstep: Class 15 contains 16948 members 
Mstep: Class 16 contains 4006 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 1504 members 
Mstep: Class 19 contains 3226 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 4781 members 
Mstep: Class 22 contains 74075 members 
Mstep: Class 23 contains 1929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62618852.000000 Penalty: 49153.574219
Iteration 52Q: 24 clusters Score -6.261885e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 52715 members 
Mstep: Class 3 contains 17040 members 
Mstep: Class 4 contains 21978 members 
Mstep: Class 5 contains 94857 members 
Mstep: Class 6 contains 17660 members 
Mstep: Class 7 contains 5517 members 
Mstep: Class 8 contains 8547 members 
Mstep: Class 9 contains 321 members 
Mstep: Class 10 contains 4305 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 80673 members 
Mstep: Class 13 contains 8672 members 
Mstep: Class 14 contains 19394 members 
Mstep: Class 15 contains 16960 members 
Mstep: Class 16 contains 3994 members 
Mstep: Class 17 contains 2746 members 
Mstep: Class 18 contains 1504 members 
Mstep: Class 19 contains 3206 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 4807 members 
Mstep: Class 22 contains 74052 members 
Mstep: Class 23 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62619100.000000 Penalty: 49153.574219
Iteration 53Q: 24 clusters Score -6.26191e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 52336 members 
Mstep: Class 3 contains 17030 members 
Mstep: Class 4 contains 22239 members 
Mstep: Class 5 contains 94798 members 
Mstep: Class 6 contains 17650 members 
Mstep: Class 7 contains 5519 members 
Mstep: Class 8 contains 8157 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 4307 members 
Mstep: Class 11 contains 188 members 
Mstep: Class 12 contains 80640 members 
Mstep: Class 13 contains 8788 members 
Mstep: Class 14 contains 19756 members 
Mstep: Class 15 contains 16961 members 
Mstep: Class 16 contains 3981 members 
Mstep: Class 17 contains 2745 members 
Mstep: Class 18 contains 1504 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 20 contains 1046 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 74028 members 
Mstep: Class 23 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62619484.000000 Penalty: 49153.574219
Iteration 54Q: 24 clusters Score -6.261948e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 51909 members 
Mstep: Class 3 contains 17017 members 
Mstep: Class 4 contains 22470 members 
Mstep: Class 5 contains 94687 members 
Mstep: Class 6 contains 17641 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 7812 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 4305 members 
Mstep: Class 11 contains 188 members 
Mstep: Class 12 contains 80616 members 
Mstep: Class 13 contains 8923 members 
Mstep: Class 14 contains 20097 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 3976 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 18 contains 1504 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 1060 members 
Mstep: Class 21 contains 4834 members 
Mstep: Class 22 contains 74007 members 
Mstep: Class 23 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62619844.000000 Penalty: 49153.574219
Iteration 55Q: 24 clusters Score -6.261984e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 51396 members 
Mstep: Class 3 contains 17022 members 
Mstep: Class 4 contains 22635 members 
Mstep: Class 5 contains 94563 members 
Mstep: Class 6 contains 17637 members 
Mstep: Class 7 contains 5532 members 
Mstep: Class 8 contains 7489 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 4308 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80578 members 
Mstep: Class 13 contains 9056 members 
Mstep: Class 14 contains 20440 members 
Mstep: Class 15 contains 16966 members 
Mstep: Class 16 contains 3973 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 18 contains 1501 members 
Mstep: Class 19 contains 3124 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 4851 members 
Mstep: Class 22 contains 73974 members 
Mstep: Class 23 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62620320.000000 Penalty: 49153.574219
Iteration 56Q: 24 clusters Score -6.262032e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 50801 members 
Mstep: Class 3 contains 17022 members 
Mstep: Class 4 contains 22786 members 
Mstep: Class 5 contains 94399 members 
Mstep: Class 6 contains 17621 members 
Mstep: Class 7 contains 5541 members 
Mstep: Class 8 contains 7221 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 4304 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80531 members 
Mstep: Class 13 contains 9202 members 
Mstep: Class 14 contains 20766 members 
Mstep: Class 15 contains 16969 members 
Mstep: Class 16 contains 3965 members 
Mstep: Class 17 contains 2734 members 
Mstep: Class 18 contains 1499 members 
Mstep: Class 19 contains 3107 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 4871 members 
Mstep: Class 22 contains 73958 members 
Mstep: Class 23 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62620344.000000 Penalty: 49153.574219
Iteration 57Q: 24 clusters Score -6.262034e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 50102 members 
Mstep: Class 3 contains 17021 members 
Mstep: Class 4 contains 22917 members 
Mstep: Class 5 contains 94231 members 
Mstep: Class 6 contains 17611 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 6994 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 4296 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 80506 members 
Mstep: Class 13 contains 9347 members 
Mstep: Class 14 contains 21037 members 
Mstep: Class 15 contains 16966 members 
Mstep: Class 16 contains 3964 members 
Mstep: Class 17 contains 2727 members 
Mstep: Class 18 contains 1501 members 
Mstep: Class 19 contains 3090 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 21 contains 4885 members 
Mstep: Class 22 contains 73936 members 
Mstep: Class 23 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62620700.000000 Penalty: 49153.574219
Iteration 58Q: 24 clusters Score -6.26207e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 75300 members 
Mstep: Class 2 contains 49270 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 23002 members 
Mstep: Class 5 contains 94085 members 
Mstep: Class 6 contains 17591 members 
Mstep: Class 7 contains 5554 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 4291 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 80475 members 
Mstep: Class 13 contains 9450 members 
Mstep: Class 14 contains 21292 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 3966 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 1502 members 
Mstep: Class 19 contains 3076 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 4900 members 
Mstep: Class 22 contains 73918 members 
Mstep: Class 23 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62621016.000000 Penalty: 49153.574219
Iteration 59Q: 24 clusters Score -6.262102e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 48323 members 
Mstep: Class 3 contains 17015 members 
Mstep: Class 4 contains 23105 members 
Mstep: Class 5 contains 93969 members 
Mstep: Class 6 contains 17572 members 
Mstep: Class 7 contains 5563 members 
Mstep: Class 8 contains 6683 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 4278 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 80448 members 
Mstep: Class 13 contains 9540 members 
Mstep: Class 14 contains 21503 members 
Mstep: Class 15 contains 16963 members 
Mstep: Class 16 contains 3967 members 
Mstep: Class 17 contains 2721 members 
Mstep: Class 18 contains 1502 members 
Mstep: Class 19 contains 3061 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 4906 members 
Mstep: Class 22 contains 73895 members 
Mstep: Class 23 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62621300.000000 Penalty: 49153.574219
Iteration 60F: 24 clusters Score -6.26213e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 76663 members 
Mstep: Class 2 contains 47183 members 
Mstep: Class 3 contains 17012 members 
Mstep: Class 4 contains 23790 members 
Mstep: Class 5 contains 93861 members 
Mstep: Class 6 contains 17555 members 
Mstep: Class 7 contains 5576 members 
Mstep: Class 8 contains 6541 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 4275 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80424 members 
Mstep: Class 13 contains 9619 members 
Mstep: Class 14 contains 21709 members 
Mstep: Class 15 contains 16958 members 
Mstep: Class 16 contains 3969 members 
Mstep: Class 17 contains 2715 members 
Mstep: Class 18 contains 1502 members 
Mstep: Class 19 contains 3047 members 
Mstep: Class 20 contains 1104 members 
Mstep: Class 21 contains 4914 members 
Mstep: Class 22 contains 73878 members 
Mstep: Class 23 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62621792.000000 Penalty: 49153.574219
Iteration 61Q: 24 clusters Score -6.262179e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 46020 members 
Mstep: Class 3 contains 17003 members 
Mstep: Class 4 contains 24457 members 
Mstep: Class 5 contains 93740 members 
Mstep: Class 6 contains 17536 members 
Mstep: Class 7 contains 5585 members 
Mstep: Class 8 contains 6418 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 80408 members 
Mstep: Class 13 contains 9690 members 
Mstep: Class 14 contains 21887 members 
Mstep: Class 15 contains 16958 members 
Mstep: Class 16 contains 3967 members 
Mstep: Class 17 contains 2711 members 
Mstep: Class 18 contains 1505 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 1112 members 
Mstep: Class 21 contains 4917 members 
Mstep: Class 22 contains 73855 members 
Mstep: Class 23 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62622356.000000 Penalty: 49153.574219
Iteration 62Q: 24 clusters Score -6.262236e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 77859 members 
Mstep: Class 2 contains 44804 members 
Mstep: Class 3 contains 16998 members 
Mstep: Class 4 contains 25074 members 
Mstep: Class 5 contains 93633 members 
Mstep: Class 6 contains 17498 members 
Mstep: Class 7 contains 5592 members 
Mstep: Class 8 contains 6303 members 
Mstep: Class 9 contains 331 members 
Mstep: Class 10 contains 4282 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80407 members 
Mstep: Class 13 contains 9751 members 
Mstep: Class 14 contains 22038 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 3965 members 
Mstep: Class 17 contains 2710 members 
Mstep: Class 18 contains 1505 members 
Mstep: Class 19 contains 3028 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 73838 members 
Mstep: Class 23 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62623184.000000 Penalty: 49153.574219
Iteration 63Q: 24 clusters Score -6.262318e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 78530 members 
Mstep: Class 2 contains 43576 members 
Mstep: Class 3 contains 16994 members 
Mstep: Class 4 contains 25684 members 
Mstep: Class 5 contains 93539 members 
Mstep: Class 6 contains 17460 members 
Mstep: Class 7 contains 5600 members 
Mstep: Class 8 contains 6183 members 
Mstep: Class 9 contains 332 members 
Mstep: Class 10 contains 4290 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80397 members 
Mstep: Class 13 contains 9820 members 
Mstep: Class 14 contains 22171 members 
Mstep: Class 15 contains 16960 members 
Mstep: Class 16 contains 3960 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 1509 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 4962 members 
Mstep: Class 22 contains 73818 members 
Mstep: Class 23 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62623960.000000 Penalty: 49153.574219
Iteration 64Q: 24 clusters Score -6.262396e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 42463 members 
Mstep: Class 3 contains 16991 members 
Mstep: Class 4 contains 26244 members 
Mstep: Class 5 contains 93471 members 
Mstep: Class 6 contains 17408 members 
Mstep: Class 7 contains 5602 members 
Mstep: Class 8 contains 6081 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 4293 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80380 members 
Mstep: Class 13 contains 9882 members 
Mstep: Class 14 contains 22282 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 3009 members 
Mstep: Class 20 contains 1115 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 73814 members 
Mstep: Class 23 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62624784.000000 Penalty: 49153.574219
Iteration 65Q: 24 clusters Score -6.262478e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 79760 members 
Mstep: Class 2 contains 41366 members 
Mstep: Class 3 contains 16988 members 
Mstep: Class 4 contains 26757 members 
Mstep: Class 5 contains 93396 members 
Mstep: Class 6 contains 17366 members 
Mstep: Class 7 contains 5607 members 
Mstep: Class 8 contains 6002 members 
Mstep: Class 9 contains 335 members 
Mstep: Class 10 contains 4293 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80376 members 
Mstep: Class 13 contains 9938 members 
Mstep: Class 14 contains 22366 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 1520 members 
Mstep: Class 19 contains 3002 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 5010 members 
Mstep: Class 22 contains 73813 members 
Mstep: Class 23 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62625480.000000 Penalty: 49153.574219
Iteration 66Q: 24 clusters Score -6.262548e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 40337 members 
Mstep: Class 3 contains 16995 members 
Mstep: Class 4 contains 27231 members 
Mstep: Class 5 contains 93337 members 
Mstep: Class 6 contains 17315 members 
Mstep: Class 7 contains 5609 members 
Mstep: Class 8 contains 5934 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 4278 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80356 members 
Mstep: Class 13 contains 9993 members 
Mstep: Class 14 contains 22443 members 
Mstep: Class 15 contains 16965 members 
Mstep: Class 16 contains 3956 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 1523 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 1115 members 
Mstep: Class 21 contains 5037 members 
Mstep: Class 22 contains 73810 members 
Mstep: Class 23 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626100.000000 Penalty: 49153.574219
Iteration 67Q: 24 clusters Score -6.26261e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 80872 members 
Mstep: Class 2 contains 39417 members 
Mstep: Class 3 contains 17000 members 
Mstep: Class 4 contains 27678 members 
Mstep: Class 5 contains 93299 members 
Mstep: Class 6 contains 17267 members 
Mstep: Class 7 contains 5609 members 
Mstep: Class 8 contains 5863 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 4268 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80350 members 
Mstep: Class 13 contains 10030 members 
Mstep: Class 14 contains 22524 members 
Mstep: Class 15 contains 16962 members 
Mstep: Class 16 contains 3954 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 1525 members 
Mstep: Class 19 contains 2995 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 5066 members 
Mstep: Class 22 contains 73803 members 
Mstep: Class 23 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626620.000000 Penalty: 49153.574219
Iteration 68Q: 24 clusters Score -6.262662e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 81287 members 
Mstep: Class 2 contains 38630 members 
Mstep: Class 3 contains 17004 members 
Mstep: Class 4 contains 28058 members 
Mstep: Class 5 contains 93273 members 
Mstep: Class 6 contains 17229 members 
Mstep: Class 7 contains 5609 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 4260 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80338 members 
Mstep: Class 13 contains 10072 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 16963 members 
Mstep: Class 16 contains 3955 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 1528 members 
Mstep: Class 19 contains 2987 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 5105 members 
Mstep: Class 22 contains 73801 members 
Mstep: Class 23 contains 1907 members 
Entering Unmasked Estep 
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Iteration 69Q: 24 clusters Score -6.262687e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 81657 members 
Mstep: Class 2 contains 37965 members 
Mstep: Class 3 contains 17009 members 
Mstep: Class 4 contains 28365 members 
Mstep: Class 5 contains 93242 members 
Mstep: Class 6 contains 17186 members 
Mstep: Class 7 contains 5611 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80339 members 
Mstep: Class 13 contains 10104 members 
Mstep: Class 14 contains 22637 members 
Mstep: Class 15 contains 16963 members 
Mstep: Class 16 contains 3955 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 1120 members 
Mstep: Class 21 contains 5143 members 
Mstep: Class 22 contains 73798 members 
Mstep: Class 23 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627200.000000 Penalty: 49153.574219
Iteration 70Q: 24 clusters Score -6.26272e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 37366 members 
Mstep: Class 3 contains 17015 members 
Mstep: Class 4 contains 28643 members 
Mstep: Class 5 contains 93199 members 
Mstep: Class 6 contains 17152 members 
Mstep: Class 7 contains 5616 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80342 members 
Mstep: Class 13 contains 10128 members 
Mstep: Class 14 contains 22690 members 
Mstep: Class 15 contains 16965 members 
Mstep: Class 16 contains 3955 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 1121 members 
Mstep: Class 21 contains 5177 members 
Mstep: Class 22 contains 73793 members 
Mstep: Class 23 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627372.000000 Penalty: 49153.574219
Iteration 71Q: 24 clusters Score -6.262737e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 36835 members 
Mstep: Class 3 contains 17014 members 
Mstep: Class 4 contains 28897 members 
Mstep: Class 5 contains 93171 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 5621 members 
Mstep: Class 8 contains 5649 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80339 members 
Mstep: Class 13 contains 10153 members 
Mstep: Class 14 contains 22736 members 
Mstep: Class 15 contains 16965 members 
Mstep: Class 16 contains 3952 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2977 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 5212 members 
Mstep: Class 22 contains 73793 members 
Mstep: Class 23 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627404.000000 Penalty: 49153.574219
Iteration 72Q: 24 clusters Score -6.26274e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 36371 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 29106 members 
Mstep: Class 5 contains 93152 members 
Mstep: Class 6 contains 17096 members 
Mstep: Class 7 contains 5621 members 
Mstep: Class 8 contains 5605 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80335 members 
Mstep: Class 13 contains 10176 members 
Mstep: Class 14 contains 22772 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 3952 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 5243 members 
Mstep: Class 22 contains 73803 members 
Mstep: Class 23 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627600.000000 Penalty: 49153.574219
Iteration 73Q: 24 clusters Score -6.26276e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82728 members 
Mstep: Class 2 contains 35981 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 29286 members 
Mstep: Class 5 contains 93144 members 
Mstep: Class 6 contains 17076 members 
Mstep: Class 7 contains 5623 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80336 members 
Mstep: Class 13 contains 10195 members 
Mstep: Class 14 contains 22806 members 
Mstep: Class 15 contains 16963 members 
Mstep: Class 16 contains 3952 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2968 members 
Mstep: Class 20 contains 1131 members 
Mstep: Class 21 contains 5273 members 
Mstep: Class 22 contains 73806 members 
Mstep: Class 23 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627616.000000 Penalty: 49153.574219
Iteration 74Q: 24 clusters Score -6.262762e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 35640 members 
Mstep: Class 3 contains 17015 members 
Mstep: Class 4 contains 29423 members 
Mstep: Class 5 contains 93135 members 
Mstep: Class 6 contains 17057 members 
Mstep: Class 7 contains 5630 members 
Mstep: Class 8 contains 5538 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80334 members 
Mstep: Class 13 contains 10221 members 
Mstep: Class 14 contains 22841 members 
Mstep: Class 15 contains 16962 members 
Mstep: Class 16 contains 3953 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 1132 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 73805 members 
Mstep: Class 23 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627780.000000 Penalty: 49153.574219
Iteration 75Q: 24 clusters Score -6.262778e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 35350 members 
Mstep: Class 3 contains 17013 members 
Mstep: Class 4 contains 29546 members 
Mstep: Class 5 contains 93146 members 
Mstep: Class 6 contains 17036 members 
Mstep: Class 7 contains 5636 members 
Mstep: Class 8 contains 5508 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4217 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80332 members 
Mstep: Class 13 contains 10246 members 
Mstep: Class 14 contains 22859 members 
Mstep: Class 15 contains 16962 members 
Mstep: Class 16 contains 3953 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 2961 members 
Mstep: Class 20 contains 1132 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 73803 members 
Mstep: Class 23 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627880.000000 Penalty: 49153.574219
Iteration 76Q: 24 clusters Score -6.262788e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83091 members 
Mstep: Class 2 contains 35103 members 
Mstep: Class 3 contains 17014 members 
Mstep: Class 4 contains 29651 members 
Mstep: Class 5 contains 93153 members 
Mstep: Class 6 contains 17021 members 
Mstep: Class 7 contains 5643 members 
Mstep: Class 8 contains 5481 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4209 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80328 members 
Mstep: Class 13 contains 10271 members 
Mstep: Class 14 contains 22886 members 
Mstep: Class 15 contains 16961 members 
Mstep: Class 16 contains 3953 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1132 members 
Mstep: Class 21 contains 5415 members 
Mstep: Class 22 contains 73809 members 
Mstep: Class 23 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627952.000000 Penalty: 49153.574219
Iteration 77Q: 24 clusters Score -6.262795e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 34897 members 
Mstep: Class 3 contains 17016 members 
Mstep: Class 4 contains 29743 members 
Mstep: Class 5 contains 93156 members 
Mstep: Class 6 contains 17023 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4204 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80330 members 
Mstep: Class 13 contains 10295 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 16960 members 
Mstep: Class 16 contains 3953 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 18 contains 1528 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 5448 members 
Mstep: Class 22 contains 73819 members 
Mstep: Class 23 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62628124.000000 Penalty: 49153.574219
Iteration 78Q: 24 clusters Score -6.262812e+07 nChanged 449
Entering ConstructFrom: 
Score: -62628124.000000 Penalty: 49153.574219
Entering ConstructFrom: 
Trying to split cluster 1 (83187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Entering Unmasked Estep 
Score: -10277788.000000 Penalty: 1840.937500
	Iteration 0F: 2 clusters Score -1.027779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -10226462.000000 Penalty: 3681.875000
	Iteration 0F: 3 clusters Score -1.022646e+07 nChanged 39538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -10249060.000000 Penalty: 3681.875000
	Iteration 1F: 3 clusters Score -1.024906e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -10249623.000000 Penalty: 3681.875000
	Iteration 2Q: 3 clusters Score -1.024962e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -10250408.000000 Penalty: 3681.875000
	Iteration 3Q: 3 clusters Score -1.025041e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -10251163.000000 Penalty: 3681.875000
	Iteration 4Q: 3 clusters Score -1.025116e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -10252332.000000 Penalty: 3681.875000
	Iteration 5Q: 3 clusters Score -1.025233e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -10253906.000000 Penalty: 3681.875000
	Iteration 6Q: 3 clusters Score -1.025391e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -10256255.000000 Penalty: 3681.875000
	Iteration 7Q: 3 clusters Score -1.025626e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -10259410.000000 Penalty: 3681.875000
	Iteration 8F: 3 clusters Score -1.025941e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -10262941.000000 Penalty: 3681.875000
	Iteration 9F: 3 clusters Score -1.026294e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -10265479.000000 Penalty: 3681.875000
	Iteration 10F: 3 clusters Score -1.026548e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -10266545.000000 Penalty: 3681.875000
	Iteration 11Q: 3 clusters Score -1.026654e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -10267087.000000 Penalty: 3681.875000
	Iteration 12Q: 3 clusters Score -1.026709e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -10267335.000000 Penalty: 3681.875000
	Iteration 13Q: 3 clusters Score -1.026734e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -10267597.000000 Penalty: 3681.875000
	Iteration 14Q: 3 clusters Score -1.02676e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -10267854.000000 Penalty: 3681.875000
	Iteration 15Q: 3 clusters Score -1.026785e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -10268120.000000 Penalty: 3681.875000
	Iteration 16Q: 3 clusters Score -1.026812e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -10268373.000000 Penalty: 3681.875000
	Iteration 17Q: 3 clusters Score -1.026837e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -10268688.000000 Penalty: 3681.875000
	Iteration 18Q: 3 clusters Score -1.026869e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -10268968.000000 Penalty: 3681.875000
	Iteration 19Q: 3 clusters Score -1.026897e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -10269303.000000 Penalty: 3681.875000
	Iteration 20F: 3 clusters Score -1.02693e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -10269547.000000 Penalty: 3681.875000
	Iteration 21Q: 3 clusters Score -1.026955e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -10269840.000000 Penalty: 3681.875000
	Iteration 22Q: 3 clusters Score -1.026984e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -10270073.000000 Penalty: 3681.875000
	Iteration 23Q: 3 clusters Score -1.027007e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -10270325.000000 Penalty: 3681.875000
	Iteration 24Q: 3 clusters Score -1.027032e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -10270604.000000 Penalty: 3681.875000
	Iteration 25Q: 3 clusters Score -1.02706e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -10270865.000000 Penalty: 3681.875000
	Iteration 26Q: 3 clusters Score -1.027086e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -10271094.000000 Penalty: 3681.875000
	Iteration 27Q: 3 clusters Score -1.027109e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -10271278.000000 Penalty: 3681.875000
	Iteration 28Q: 3 clusters Score -1.027128e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64207 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -10271473.000000 Penalty: 3681.875000
	Iteration 29Q: 3 clusters Score -1.027147e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -10271695.000000 Penalty: 3681.875000
	Iteration 30Q: 3 clusters Score -1.02717e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -10271837.000000 Penalty: 3681.875000
	Iteration 31Q: 3 clusters Score -1.027184e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65536 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -10271961.000000 Penalty: 3681.875000
	Iteration 32Q: 3 clusters Score -1.027196e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -10272082.000000 Penalty: 3681.875000
	Iteration 33Q: 3 clusters Score -1.027208e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -10272179.000000 Penalty: 3681.875000
	Iteration 34Q: 3 clusters Score -1.027218e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -10272252.000000 Penalty: 3681.875000
	Iteration 35Q: 3 clusters Score -1.027225e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -10272426.000000 Penalty: 3681.875000
	Iteration 36Q: 3 clusters Score -1.027243e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -10272534.000000 Penalty: 3681.875000
	Iteration 37Q: 3 clusters Score -1.027253e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -10272650.000000 Penalty: 3681.875000
	Iteration 38Q: 3 clusters Score -1.027265e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -10272734.000000 Penalty: 3681.875000
	Iteration 39Q: 3 clusters Score -1.027273e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69438 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -10272872.000000 Penalty: 3681.875000
	Iteration 40F: 3 clusters Score -1.027287e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -10272986.000000 Penalty: 3681.875000
	Iteration 41Q: 3 clusters Score -1.027299e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -10273102.000000 Penalty: 3681.875000
	Iteration 42Q: 3 clusters Score -1.02731e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71332 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -10273168.000000 Penalty: 3681.875000
	Iteration 43Q: 3 clusters Score -1.027317e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -10273304.000000 Penalty: 3681.875000
	Iteration 44Q: 3 clusters Score -1.02733e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72569 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -10273412.000000 Penalty: 3681.875000
	Iteration 45Q: 3 clusters Score -1.027341e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -10273566.000000 Penalty: 3681.875000
	Iteration 46Q: 3 clusters Score -1.027357e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -10273688.000000 Penalty: 3681.875000
	Iteration 47Q: 3 clusters Score -1.027369e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74472 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -10273800.000000 Penalty: 3681.875000
	Iteration 48Q: 3 clusters Score -1.02738e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -10273888.000000 Penalty: 3681.875000
	Iteration 49Q: 3 clusters Score -1.027389e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -10274042.000000 Penalty: 3681.875000
	Iteration 50Q: 3 clusters Score -1.027404e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -10274206.000000 Penalty: 3681.875000
	Iteration 51Q: 3 clusters Score -1.027421e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76867 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -10274368.000000 Penalty: 3681.875000
	Iteration 52Q: 3 clusters Score -1.027437e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77410 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -10274489.000000 Penalty: 3681.875000
	Iteration 53Q: 3 clusters Score -1.027449e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -10274608.000000 Penalty: 3681.875000
	Iteration 54Q: 3 clusters Score -1.027461e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78435 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -10274757.000000 Penalty: 3681.875000
	Iteration 55Q: 3 clusters Score -1.027476e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -10274884.000000 Penalty: 3681.875000
	Iteration 56Q: 3 clusters Score -1.027488e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -10275006.000000 Penalty: 3681.875000
	Iteration 57Q: 3 clusters Score -1.027501e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -10275139.000000 Penalty: 3681.875000
	Iteration 58Q: 3 clusters Score -1.027514e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -10275255.000000 Penalty: 3681.875000
	Iteration 59Q: 3 clusters Score -1.027526e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -10275324.000000 Penalty: 3681.875000
	Iteration 60F: 3 clusters Score -1.027532e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -10275397.000000 Penalty: 3681.875000
	Iteration 61Q: 3 clusters Score -1.02754e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -10275475.000000 Penalty: 3681.875000
	Iteration 62Q: 3 clusters Score -1.027548e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81083 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -10275537.000000 Penalty: 3681.875000
	Iteration 63Q: 3 clusters Score -1.027554e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -10275611.000000 Penalty: 3681.875000
	Iteration 64Q: 3 clusters Score -1.027561e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -10275683.000000 Penalty: 3681.875000
	Iteration 65Q: 3 clusters Score -1.027568e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -10275746.000000 Penalty: 3681.875000
	Iteration 66Q: 3 clusters Score -1.027575e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81683 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10275830.000000 Penalty: 3681.875000
	Iteration 67Q: 3 clusters Score -1.027583e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10275859.000000 Penalty: 3681.875000
	Iteration 68Q: 3 clusters Score -1.027586e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -10275910.000000 Penalty: 3681.875000
	Iteration 69Q: 3 clusters Score -1.027591e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10275959.000000 Penalty: 3681.875000
	Iteration 70Q: 3 clusters Score -1.027596e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82028 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10276011.000000 Penalty: 3681.875000
	Iteration 71Q: 3 clusters Score -1.027601e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -10276040.000000 Penalty: 3681.875000
	Iteration 72Q: 3 clusters Score -1.027604e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10276062.000000 Penalty: 3681.875000
	Iteration 73Q: 3 clusters Score -1.027606e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10276090.000000 Penalty: 3681.875000
	Iteration 74Q: 3 clusters Score -1.027609e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10276109.000000 Penalty: 3681.875000
	Iteration 75Q: 3 clusters Score -1.027611e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10276119.000000 Penalty: 3681.875000
	Iteration 76Q: 3 clusters Score -1.027612e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10276138.000000 Penalty: 3681.875000
	Iteration 77Q: 3 clusters Score -1.027614e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10276152.000000 Penalty: 3681.875000
	Iteration 78Q: 3 clusters Score -1.027615e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10276166.000000 Penalty: 3681.875000
	Iteration 79Q: 3 clusters Score -1.027617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10276171.000000 Penalty: 3681.875000
	Iteration 80F: 3 clusters Score -1.027617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10276177.000000 Penalty: 3681.875000
	Iteration 81Q: 3 clusters Score -1.027618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10276182.000000 Penalty: 3681.875000
	Iteration 82Q: 3 clusters Score -1.027618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10276176.000000 Penalty: 3681.875000
	Iteration 83Q: 3 clusters Score -1.027618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10276187.000000 Penalty: 3681.875000
	Iteration 84Q: 3 clusters Score -1.027619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10276203.000000 Penalty: 3681.875000
	Iteration 85Q: 3 clusters Score -1.02762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82437 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -10276212.000000 Penalty: 3681.875000
	Iteration 86Q: 3 clusters Score -1.027621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10276213.000000 Penalty: 3681.875000
	Iteration 87Q: 3 clusters Score -1.027621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82449 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10276221.000000 Penalty: 3681.875000
	Iteration 88Q: 3 clusters Score -1.027622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82451 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10276219.000000 Penalty: 3681.875000
	Iteration 89Q: 3 clusters Score -1.027622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10276221.000000 Penalty: 3681.875000
	Iteration 90Q: 3 clusters Score -1.027622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82458 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10276224.000000 Penalty: 3681.875000
	Iteration 91Q: 3 clusters Score -1.027622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82463 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10276226.000000 Penalty: 3681.875000
	Iteration 92Q: 3 clusters Score -1.027623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82464 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10276232.000000 Penalty: 3681.875000
	Iteration 93Q: 3 clusters Score -1.027623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10276232.000000 Penalty: 3681.875000
	Iteration 94Q: 3 clusters Score -1.027623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10276240.000000 Penalty: 3681.875000
	Iteration 95Q: 3 clusters Score -1.027624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10276244.000000 Penalty: 3681.875000
	Iteration 96Q: 3 clusters Score -1.027624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10276244.000000 Penalty: 3681.875000
	Iteration 97Q: 3 clusters Score -1.027624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10276241.000000 Penalty: 3681.875000
	Iteration 98Q: 3 clusters Score -1.027624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -10276249.000000 Penalty: 3681.875000
	Iteration 99Q: 3 clusters Score -1.027625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82483 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10276251.000000 Penalty: 3681.875000
	Iteration 100F: 3 clusters Score -1.027625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82484 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10276253.000000 Penalty: 3681.875000
	Iteration 101Q: 3 clusters Score -1.027625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10276252.000000 Penalty: 3681.875000
	Iteration 102Q: 3 clusters Score -1.027625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10276255.000000 Penalty: 3681.875000
	Iteration 103Q: 3 clusters Score -1.027626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82487 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10276250.000000 Penalty: 3681.875000
	Iteration 104Q: 3 clusters Score -1.027625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10276259.000000 Penalty: 3681.875000
	Iteration 105Q: 3 clusters Score -1.027626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10276259.000000 Penalty: 3681.875000
	Iteration 106F: 3 clusters Score -1.027626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Entering Unmasked Estep 
Score: -4324074.000000 Penalty: 1698.963013
	Iteration 0F: 2 clusters Score -4324074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4300764.000000 Penalty: 3397.926025
	Iteration 0F: 3 clusters Score -4300764 nChanged 16037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -4309785.000000 Penalty: 3397.926025
	Iteration 1F: 3 clusters Score -4309785 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4310230.000000 Penalty: 3397.926025
	Iteration 2Q: 3 clusters Score -4310230 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -4310736.000000 Penalty: 3397.926025
	Iteration 3Q: 3 clusters Score -4310736 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4311540.000000 Penalty: 3397.926025
	Iteration 4Q: 3 clusters Score -4311540 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -4312876.500000 Penalty: 3397.926025
	Iteration 5F: 3 clusters Score -4312876 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4314962.500000 Penalty: 3397.926025
	Iteration 6F: 3 clusters Score -4314962 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4317622.000000 Penalty: 3397.926025
	Iteration 7F: 3 clusters Score -4317622 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4320159.500000 Penalty: 3397.926025
	Iteration 8F: 3 clusters Score -4320160 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4321581.000000 Penalty: 3397.926025
	Iteration 9Q: 3 clusters Score -4321581 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4322180.000000 Penalty: 3397.926025
	Iteration 10Q: 3 clusters Score -4322180 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4322410.500000 Penalty: 3397.926025
	Iteration 11Q: 3 clusters Score -4322410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4322488.500000 Penalty: 3397.926025
	Iteration 12Q: 3 clusters Score -4322488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4322535.000000 Penalty: 3397.926025
	Iteration 13Q: 3 clusters Score -4322535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4322551.000000 Penalty: 3397.926025
	Iteration 14Q: 3 clusters Score -4322551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4322564.500000 Penalty: 3397.926025
	Iteration 15Q: 3 clusters Score -4322564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4322579.000000 Penalty: 3397.926025
	Iteration 16Q: 3 clusters Score -4322579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4322578.000000 Penalty: 3397.926025
	Iteration 17Q: 3 clusters Score -4322578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4322586.000000 Penalty: 3397.926025
	Iteration 18Q: 3 clusters Score -4322586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4322590.000000 Penalty: 3397.926025
	Iteration 19Q: 3 clusters Score -4322590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4322590.000000 Penalty: 3397.926025
	Iteration 20F: 3 clusters Score -4322590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Entering Unmasked Estep 
Score: -2157165.250000 Penalty: 1583.107910
	Iteration 0F: 2 clusters Score -2157165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2145471.500000 Penalty: 3166.215820
	Iteration 0F: 3 clusters Score -2145472 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2149615.250000 Penalty: 3166.215820
	Iteration 1F: 3 clusters Score -2149615 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2149945.500000 Penalty: 3166.215820
	Iteration 2F: 3 clusters Score -2149946 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2150266.500000 Penalty: 3166.215820
	Iteration 3Q: 3 clusters Score -2150266 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2150575.000000 Penalty: 3166.215820
	Iteration 4Q: 3 clusters Score -2150575 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2150956.000000 Penalty: 3166.215820
	Iteration 5Q: 3 clusters Score -2150956 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2151396.250000 Penalty: 3166.215820
	Iteration 6Q: 3 clusters Score -2151396 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2151882.500000 Penalty: 3166.215820
	Iteration 7Q: 3 clusters Score -2151882 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2152332.250000 Penalty: 3166.215820
	Iteration 8Q: 3 clusters Score -2152332 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2152771.500000 Penalty: 3166.215820
	Iteration 9Q: 3 clusters Score -2152772 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2153129.250000 Penalty: 3166.215820
	Iteration 10Q: 3 clusters Score -2153129 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2153349.250000 Penalty: 3166.215820
	Iteration 11Q: 3 clusters Score -2153349 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2153503.000000 Penalty: 3166.215820
	Iteration 12Q: 3 clusters Score -2153503 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2153603.750000 Penalty: 3166.215820
	Iteration 13Q: 3 clusters Score -2153604 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2153709.000000 Penalty: 3166.215820
	Iteration 14Q: 3 clusters Score -2153709 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2153810.750000 Penalty: 3166.215820
	Iteration 15Q: 3 clusters Score -2153811 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2153916.500000 Penalty: 3166.215820
	Iteration 16Q: 3 clusters Score -2153916 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2154010.250000 Penalty: 3166.215820
	Iteration 17Q: 3 clusters Score -2154010 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2154095.750000 Penalty: 3166.215820
	Iteration 18Q: 3 clusters Score -2154096 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2154180.500000 Penalty: 3166.215820
	Iteration 19Q: 3 clusters Score -2154180 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2154288.500000 Penalty: 3166.215820
	Iteration 20F: 3 clusters Score -2154288 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2154403.250000 Penalty: 3166.215820
	Iteration 21Q: 3 clusters Score -2154403 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2154515.500000 Penalty: 3166.215820
	Iteration 22Q: 3 clusters Score -2154516 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2154633.500000 Penalty: 3166.215820
	Iteration 23Q: 3 clusters Score -2154634 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2154751.750000 Penalty: 3166.215820
	Iteration 24Q: 3 clusters Score -2154752 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2154860.500000 Penalty: 3166.215820
	Iteration 25Q: 3 clusters Score -2154860 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2154961.750000 Penalty: 3166.215820
	Iteration 26Q: 3 clusters Score -2154962 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2155076.250000 Penalty: 3166.215820
	Iteration 27Q: 3 clusters Score -2155076 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2155171.750000 Penalty: 3166.215820
	Iteration 28Q: 3 clusters Score -2155172 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2155255.000000 Penalty: 3166.215820
	Iteration 29Q: 3 clusters Score -2155255 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2155327.000000 Penalty: 3166.215820
	Iteration 30Q: 3 clusters Score -2155327 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2155393.750000 Penalty: 3166.215820
	Iteration 31Q: 3 clusters Score -2155394 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2155465.750000 Penalty: 3166.215820
	Iteration 32Q: 3 clusters Score -2155466 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2155518.250000 Penalty: 3166.215820
	Iteration 33Q: 3 clusters Score -2155518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2155549.750000 Penalty: 3166.215820
	Iteration 34Q: 3 clusters Score -2155550 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2155578.750000 Penalty: 3166.215820
	Iteration 35Q: 3 clusters Score -2155579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2155610.250000 Penalty: 3166.215820
	Iteration 36Q: 3 clusters Score -2155610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2155636.750000 Penalty: 3166.215820
	Iteration 37Q: 3 clusters Score -2155637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2155670.750000 Penalty: 3166.215820
	Iteration 38Q: 3 clusters Score -2155671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2155698.750000 Penalty: 3166.215820
	Iteration 39Q: 3 clusters Score -2155699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2155714.000000 Penalty: 3166.215820
	Iteration 40F: 3 clusters Score -2155714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2155729.750000 Penalty: 3166.215820
	Iteration 41Q: 3 clusters Score -2155730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2155739.500000 Penalty: 3166.215820
	Iteration 42Q: 3 clusters Score -2155740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2155750.750000 Penalty: 3166.215820
	Iteration 43Q: 3 clusters Score -2155751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2155761.500000 Penalty: 3166.215820
	Iteration 44Q: 3 clusters Score -2155762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2155768.250000 Penalty: 3166.215820
	Iteration 45Q: 3 clusters Score -2155768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2155780.000000 Penalty: 3166.215820
	Iteration 46Q: 3 clusters Score -2155780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2155784.250000 Penalty: 3166.215820
	Iteration 47Q: 3 clusters Score -2155784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2155787.750000 Penalty: 3166.215820
	Iteration 48Q: 3 clusters Score -2155788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2155791.250000 Penalty: 3166.215820
	Iteration 49Q: 3 clusters Score -2155791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2155791.500000 Penalty: 3166.215820
	Iteration 50Q: 3 clusters Score -2155792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2155794.000000 Penalty: 3166.215820
	Iteration 51Q: 3 clusters Score -2155794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2155795.000000 Penalty: 3166.215820
	Iteration 52Q: 3 clusters Score -2155795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2155799.500000 Penalty: 3166.215820
	Iteration 53Q: 3 clusters Score -2155800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2155805.250000 Penalty: 3166.215820
	Iteration 54Q: 3 clusters Score -2155805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2155808.000000 Penalty: 3166.215820
	Iteration 55Q: 3 clusters Score -2155808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2155808.000000 Penalty: 3166.215820
	Iteration 56F: 3 clusters Score -2155808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Entering Unmasked Estep 
Score: -3741430.750000 Penalty: 1674.243164
	Iteration 0F: 2 clusters Score -3741431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -3721458.250000 Penalty: 3348.486328
	Iteration 0F: 3 clusters Score -3721458 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3728788.750000 Penalty: 3348.486328
	Iteration 1F: 3 clusters Score -3728789 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3729069.750000 Penalty: 3348.486328
	Iteration 2Q: 3 clusters Score -3729070 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3729342.000000 Penalty: 3348.486328
	Iteration 3Q: 3 clusters Score -3729342 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3729587.250000 Penalty: 3348.486328
	Iteration 4Q: 3 clusters Score -3729587 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -3729815.750000 Penalty: 3348.486328
	Iteration 5Q: 3 clusters Score -3729816 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3730050.000000 Penalty: 3348.486328
	Iteration 6Q: 3 clusters Score -3730050 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3730316.250000 Penalty: 3348.486328
	Iteration 7Q: 3 clusters Score -3730316 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3730616.500000 Penalty: 3348.486328
	Iteration 8Q: 3 clusters Score -3730616 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -3730955.750000 Penalty: 3348.486328
	Iteration 9Q: 3 clusters Score -3730956 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3731386.750000 Penalty: 3348.486328
	Iteration 10Q: 3 clusters Score -3731387 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3731976.500000 Penalty: 3348.486328
	Iteration 11Q: 3 clusters Score -3731976 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3732659.500000 Penalty: 3348.486328
	Iteration 12Q: 3 clusters Score -3732660 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -3733564.750000 Penalty: 3348.486328
	Iteration 13F: 3 clusters Score -3733565 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3734711.000000 Penalty: 3348.486328
	Iteration 14F: 3 clusters Score -3734711 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -3735970.000000 Penalty: 3348.486328
	Iteration 15F: 3 clusters Score -3735970 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3737160.000000 Penalty: 3348.486328
	Iteration 16Q: 3 clusters Score -3737160 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3738129.750000 Penalty: 3348.486328
	Iteration 17Q: 3 clusters Score -3738130 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3738823.500000 Penalty: 3348.486328
	Iteration 18Q: 3 clusters Score -3738824 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3739292.000000 Penalty: 3348.486328
	Iteration 19Q: 3 clusters Score -3739292 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3739577.500000 Penalty: 3348.486328
	Iteration 20F: 3 clusters Score -3739578 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3739743.500000 Penalty: 3348.486328
	Iteration 21Q: 3 clusters Score -3739744 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3739834.000000 Penalty: 3348.486328
	Iteration 22Q: 3 clusters Score -3739834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3739885.250000 Penalty: 3348.486328
	Iteration 23Q: 3 clusters Score -3739885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3739911.000000 Penalty: 3348.486328
	Iteration 24Q: 3 clusters Score -3739911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3739931.000000 Penalty: 3348.486328
	Iteration 25Q: 3 clusters Score -3739931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3739940.250000 Penalty: 3348.486328
	Iteration 26Q: 3 clusters Score -3739940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3739947.750000 Penalty: 3348.486328
	Iteration 27Q: 3 clusters Score -3739948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3739949.750000 Penalty: 3348.486328
	Iteration 28Q: 3 clusters Score -3739950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3739951.750000 Penalty: 3348.486328
	Iteration 29Q: 3 clusters Score -3739952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3739950.250000 Penalty: 3348.486328
	Iteration 30Q: 3 clusters Score -3739950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3739953.500000 Penalty: 3348.486328
	Iteration 31Q: 3 clusters Score -3739954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3739953.750000 Penalty: 3348.486328
	Iteration 32Q: 3 clusters Score -3739954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3739953.750000 Penalty: 3348.486328
	Iteration 33F: 3 clusters Score -3739954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (93173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93173 members 
Entering Unmasked Estep 
Score: -11539561.000000 Penalty: 1859.359619
	Iteration 0F: 2 clusters Score -1.153956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -11487362.000000 Penalty: 3718.719238
	Iteration 0F: 3 clusters Score -1.148736e+07 nChanged 44569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -11513379.000000 Penalty: 3718.719238
	Iteration 1F: 3 clusters Score -1.151338e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -11514215.000000 Penalty: 3718.719238
	Iteration 2Q: 3 clusters Score -1.151422e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -11515358.000000 Penalty: 3718.719238
	Iteration 3Q: 3 clusters Score -1.151536e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -11516933.000000 Penalty: 3718.719238
	Iteration 4Q: 3 clusters Score -1.151693e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -11519194.000000 Penalty: 3718.719238
	Iteration 5F: 3 clusters Score -1.151919e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -11522575.000000 Penalty: 3718.719238
	Iteration 6F: 3 clusters Score -1.152258e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -11526796.000000 Penalty: 3718.719238
	Iteration 7F: 3 clusters Score -1.15268e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72509 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -11530354.000000 Penalty: 3718.719238
	Iteration 8F: 3 clusters Score -1.153035e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75003 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -11532892.000000 Penalty: 3718.719238
	Iteration 9Q: 3 clusters Score -1.153289e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76675 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -11534101.000000 Penalty: 3718.719238
	Iteration 10Q: 3 clusters Score -1.15341e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -11534613.000000 Penalty: 3718.719238
	Iteration 11Q: 3 clusters Score -1.153461e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -11534990.000000 Penalty: 3718.719238
	Iteration 12Q: 3 clusters Score -1.153499e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -11535202.000000 Penalty: 3718.719238
	Iteration 13Q: 3 clusters Score -1.15352e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -11535485.000000 Penalty: 3718.719238
	Iteration 14Q: 3 clusters Score -1.153548e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -11535799.000000 Penalty: 3718.719238
	Iteration 15Q: 3 clusters Score -1.15358e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -11536072.000000 Penalty: 3718.719238
	Iteration 16Q: 3 clusters Score -1.153607e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -11536331.000000 Penalty: 3718.719238
	Iteration 17Q: 3 clusters Score -1.153633e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -11536447.000000 Penalty: 3718.719238
	Iteration 18Q: 3 clusters Score -1.153645e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85542 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -11536529.000000 Penalty: 3718.719238
	Iteration 19Q: 3 clusters Score -1.153653e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -11536728.000000 Penalty: 3718.719238
	Iteration 20F: 3 clusters Score -1.153673e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86824 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -11536813.000000 Penalty: 3718.719238
	Iteration 21Q: 3 clusters Score -1.153681e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87372 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -11536965.000000 Penalty: 3718.719238
	Iteration 22Q: 3 clusters Score -1.153696e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -11537147.000000 Penalty: 3718.719238
	Iteration 23Q: 3 clusters Score -1.153715e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88402 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -11537328.000000 Penalty: 3718.719238
	Iteration 24Q: 3 clusters Score -1.153733e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -11537487.000000 Penalty: 3718.719238
	Iteration 25Q: 3 clusters Score -1.153749e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89347 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -11537662.000000 Penalty: 3718.719238
	Iteration 26Q: 3 clusters Score -1.153766e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -11537846.000000 Penalty: 3718.719238
	Iteration 27Q: 3 clusters Score -1.153785e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -11537917.000000 Penalty: 3718.719238
	Iteration 28Q: 3 clusters Score -1.153792e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90434 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -11538002.000000 Penalty: 3718.719238
	Iteration 29Q: 3 clusters Score -1.1538e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90701 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -11538073.000000 Penalty: 3718.719238
	Iteration 30Q: 3 clusters Score -1.153807e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90967 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -11538147.000000 Penalty: 3718.719238
	Iteration 31Q: 3 clusters Score -1.153815e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91197 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -11538215.000000 Penalty: 3718.719238
	Iteration 32Q: 3 clusters Score -1.153822e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -11538250.000000 Penalty: 3718.719238
	Iteration 33Q: 3 clusters Score -1.153825e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91591 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -11538352.000000 Penalty: 3718.719238
	Iteration 34Q: 3 clusters Score -1.153835e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91755 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11538388.000000 Penalty: 3718.719238
	Iteration 35Q: 3 clusters Score -1.153839e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -11538423.000000 Penalty: 3718.719238
	Iteration 36Q: 3 clusters Score -1.153842e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91991 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11538468.000000 Penalty: 3718.719238
	Iteration 37Q: 3 clusters Score -1.153847e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11538496.000000 Penalty: 3718.719238
	Iteration 38Q: 3 clusters Score -1.15385e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92114 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -11538517.000000 Penalty: 3718.719238
	Iteration 39Q: 3 clusters Score -1.153852e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -11538524.000000 Penalty: 3718.719238
	Iteration 40F: 3 clusters Score -1.153852e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -11538557.000000 Penalty: 3718.719238
	Iteration 41Q: 3 clusters Score -1.153856e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11538581.000000 Penalty: 3718.719238
	Iteration 42Q: 3 clusters Score -1.153858e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92266 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11538581.000000 Penalty: 3718.719238
	Iteration 43Q: 3 clusters Score -1.153858e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92290 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11538600.000000 Penalty: 3718.719238
	Iteration 44Q: 3 clusters Score -1.15386e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92309 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11538618.000000 Penalty: 3718.719238
	Iteration 45Q: 3 clusters Score -1.153862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -11538602.000000 Penalty: 3718.719238
	Iteration 46Q: 3 clusters Score -1.15386e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92344 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11538623.000000 Penalty: 3718.719238
	Iteration 47Q: 3 clusters Score -1.153862e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11538636.000000 Penalty: 3718.719238
	Iteration 48Q: 3 clusters Score -1.153864e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92374 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11538634.000000 Penalty: 3718.719238
	Iteration 49Q: 3 clusters Score -1.153863e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92394 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11538658.000000 Penalty: 3718.719238
	Iteration 50Q: 3 clusters Score -1.153866e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92416 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11538683.000000 Penalty: 3718.719238
	Iteration 51Q: 3 clusters Score -1.153868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92437 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11538713.000000 Penalty: 3718.719238
	Iteration 52Q: 3 clusters Score -1.153871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92457 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11538736.000000 Penalty: 3718.719238
	Iteration 53Q: 3 clusters Score -1.153874e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92469 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11538752.000000 Penalty: 3718.719238
	Iteration 54Q: 3 clusters Score -1.153875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11538760.000000 Penalty: 3718.719238
	Iteration 55Q: 3 clusters Score -1.153876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92491 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11538771.000000 Penalty: 3718.719238
	Iteration 56Q: 3 clusters Score -1.153877e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92502 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -11538787.000000 Penalty: 3718.719238
	Iteration 57Q: 3 clusters Score -1.153879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92505 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11538797.000000 Penalty: 3718.719238
	Iteration 58Q: 3 clusters Score -1.15388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92511 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11538806.000000 Penalty: 3718.719238
	Iteration 59Q: 3 clusters Score -1.153881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11538811.000000 Penalty: 3718.719238
	Iteration 60F: 3 clusters Score -1.153881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11538814.000000 Penalty: 3718.719238
	Iteration 61Q: 3 clusters Score -1.153881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11538825.000000 Penalty: 3718.719238
	Iteration 62Q: 3 clusters Score -1.153882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11538820.000000 Penalty: 3718.719238
	Iteration 63Q: 3 clusters Score -1.153882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11538822.000000 Penalty: 3718.719238
	Iteration 64Q: 3 clusters Score -1.153882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11538822.000000 Penalty: 3718.719238
	Iteration 65F: 3 clusters Score -1.153882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Entering Unmasked Estep 
Score: -2140594.500000 Penalty: 1583.088867
	Iteration 0F: 2 clusters Score -2140594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2128961.500000 Penalty: 3166.177734
	Iteration 0F: 3 clusters Score -2128962 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2132991.750000 Penalty: 3166.177734
	Iteration 1F: 3 clusters Score -2132992 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2133260.250000 Penalty: 3166.177734
	Iteration 2F: 3 clusters Score -2133260 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2133462.000000 Penalty: 3166.177734
	Iteration 3Q: 3 clusters Score -2133462 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2133690.750000 Penalty: 3166.177734
	Iteration 4Q: 3 clusters Score -2133691 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2133927.250000 Penalty: 3166.177734
	Iteration 5Q: 3 clusters Score -2133927 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2134175.250000 Penalty: 3166.177734
	Iteration 6Q: 3 clusters Score -2134175 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2134425.250000 Penalty: 3166.177734
	Iteration 7Q: 3 clusters Score -2134425 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2134788.250000 Penalty: 3166.177734
	Iteration 8Q: 3 clusters Score -2134788 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2135265.500000 Penalty: 3166.177734
	Iteration 9Q: 3 clusters Score -2135266 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2135860.000000 Penalty: 3166.177734
	Iteration 10F: 3 clusters Score -2135860 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2136567.250000 Penalty: 3166.177734
	Iteration 11F: 3 clusters Score -2136567 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2137303.250000 Penalty: 3166.177734
	Iteration 12F: 3 clusters Score -2137303 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2137997.000000 Penalty: 3166.177734
	Iteration 13Q: 3 clusters Score -2137997 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2138481.500000 Penalty: 3166.177734
	Iteration 14Q: 3 clusters Score -2138482 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2138785.500000 Penalty: 3166.177734
	Iteration 15Q: 3 clusters Score -2138786 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2138957.250000 Penalty: 3166.177734
	Iteration 16Q: 3 clusters Score -2138957 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2139076.250000 Penalty: 3166.177734
	Iteration 17Q: 3 clusters Score -2139076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2139144.000000 Penalty: 3166.177734
	Iteration 18Q: 3 clusters Score -2139144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2139193.250000 Penalty: 3166.177734
	Iteration 19Q: 3 clusters Score -2139193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2139216.500000 Penalty: 3166.177734
	Iteration 20F: 3 clusters Score -2139216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2139225.500000 Penalty: 3166.177734
	Iteration 21Q: 3 clusters Score -2139226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2139231.500000 Penalty: 3166.177734
	Iteration 22Q: 3 clusters Score -2139232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2139237.750000 Penalty: 3166.177734
	Iteration 23Q: 3 clusters Score -2139238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2139241.250000 Penalty: 3166.177734
	Iteration 24Q: 3 clusters Score -2139241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2139244.500000 Penalty: 3166.177734
	Iteration 25Q: 3 clusters Score -2139244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2139247.250000 Penalty: 3166.177734
	Iteration 26Q: 3 clusters Score -2139247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2139249.000000 Penalty: 3166.177734
	Iteration 27Q: 3 clusters Score -2139249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2139249.750000 Penalty: 3166.177734
	Iteration 28Q: 3 clusters Score -2139250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2139249.750000 Penalty: 3166.177734
	Iteration 29F: 3 clusters Score -2139250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Entering Unmasked Estep 
Score: -670806.812500 Penalty: 1403.731689
	Iteration 0F: 2 clusters Score -670806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -666390.187500 Penalty: 2807.463379
	Iteration 0F: 3 clusters Score -666390.2 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -667692.812500 Penalty: 2807.463379
	Iteration 1F: 3 clusters Score -667692.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -667905.375000 Penalty: 2807.463379
	Iteration 2F: 3 clusters Score -667905.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -668036.125000 Penalty: 2807.463379
	Iteration 3F: 3 clusters Score -668036.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -668117.437500 Penalty: 2807.463379
	Iteration 4Q: 3 clusters Score -668117.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -668184.250000 Penalty: 2807.463379
	Iteration 5Q: 3 clusters Score -668184.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -668237.437500 Penalty: 2807.463379
	Iteration 6Q: 3 clusters Score -668237.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -668304.062500 Penalty: 2807.463379
	Iteration 7Q: 3 clusters Score -668304.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -668378.375000 Penalty: 2807.463379
	Iteration 8Q: 3 clusters Score -668378.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -668455.375000 Penalty: 2807.463379
	Iteration 9Q: 3 clusters Score -668455.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -668522.000000 Penalty: 2807.463379
	Iteration 10Q: 3 clusters Score -668522 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -668597.937500 Penalty: 2807.463379
	Iteration 11Q: 3 clusters Score -668597.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -668709.500000 Penalty: 2807.463379
	Iteration 12Q: 3 clusters Score -668709.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -668812.000000 Penalty: 2807.463379
	Iteration 13Q: 3 clusters Score -668812 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -668915.500000 Penalty: 2807.463379
	Iteration 14Q: 3 clusters Score -668915.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -669016.812500 Penalty: 2807.463379
	Iteration 15Q: 3 clusters Score -669016.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -669118.437500 Penalty: 2807.463379
	Iteration 16Q: 3 clusters Score -669118.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -669205.937500 Penalty: 2807.463379
	Iteration 17Q: 3 clusters Score -669205.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -669269.687500 Penalty: 2807.463379
	Iteration 18Q: 3 clusters Score -669269.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -669335.562500 Penalty: 2807.463379
	Iteration 19Q: 3 clusters Score -669335.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -669379.312500 Penalty: 2807.463379
	Iteration 20F: 3 clusters Score -669379.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -669417.000000 Penalty: 2807.463379
	Iteration 21Q: 3 clusters Score -669417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -669435.625000 Penalty: 2807.463379
	Iteration 22Q: 3 clusters Score -669435.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -669454.062500 Penalty: 2807.463379
	Iteration 23Q: 3 clusters Score -669454.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -669472.250000 Penalty: 2807.463379
	Iteration 24Q: 3 clusters Score -669472.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -669488.000000 Penalty: 2807.463379
	Iteration 25Q: 3 clusters Score -669488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -669506.687500 Penalty: 2807.463379
	Iteration 26Q: 3 clusters Score -669506.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -669519.000000 Penalty: 2807.463379
	Iteration 27Q: 3 clusters Score -669519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -669530.312500 Penalty: 2807.463379
	Iteration 28Q: 3 clusters Score -669530.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -669541.562500 Penalty: 2807.463379
	Iteration 29Q: 3 clusters Score -669541.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -669548.562500 Penalty: 2807.463379
	Iteration 30Q: 3 clusters Score -669548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -669560.375000 Penalty: 2807.463379
	Iteration 31Q: 3 clusters Score -669560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -669567.500000 Penalty: 2807.463379
	Iteration 32Q: 3 clusters Score -669567.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -669575.000000 Penalty: 2807.463379
	Iteration 33Q: 3 clusters Score -669575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -669578.125000 Penalty: 2807.463379
	Iteration 34Q: 3 clusters Score -669578.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -669578.125000 Penalty: 2807.463379
	Iteration 35F: 3 clusters Score -669578.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Entering Unmasked Estep 
Score: -667467.187500 Penalty: 1397.240845
	Iteration 0F: 2 clusters Score -667467.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -663235.250000 Penalty: 2794.481689
	Iteration 0F: 3 clusters Score -663235.2 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -664513.937500 Penalty: 2794.481689
	Iteration 1F: 3 clusters Score -664513.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -664733.125000 Penalty: 2794.481689
	Iteration 2F: 3 clusters Score -664733.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -664881.250000 Penalty: 2794.481689
	Iteration 3F: 3 clusters Score -664881.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -665018.562500 Penalty: 2794.481689
	Iteration 4Q: 3 clusters Score -665018.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -665147.312500 Penalty: 2794.481689
	Iteration 5Q: 3 clusters Score -665147.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -665289.312500 Penalty: 2794.481689
	Iteration 6Q: 3 clusters Score -665289.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -665421.437500 Penalty: 2794.481689
	Iteration 7Q: 3 clusters Score -665421.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -665558.875000 Penalty: 2794.481689
	Iteration 8Q: 3 clusters Score -665558.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -665690.750000 Penalty: 2794.481689
	Iteration 9Q: 3 clusters Score -665690.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -665808.500000 Penalty: 2794.481689
	Iteration 10Q: 3 clusters Score -665808.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -665925.375000 Penalty: 2794.481689
	Iteration 11Q: 3 clusters Score -665925.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -666031.625000 Penalty: 2794.481689
	Iteration 12Q: 3 clusters Score -666031.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -666119.062500 Penalty: 2794.481689
	Iteration 13Q: 3 clusters Score -666119.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -666162.687500 Penalty: 2794.481689
	Iteration 14Q: 3 clusters Score -666162.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -666194.125000 Penalty: 2794.481689
	Iteration 15Q: 3 clusters Score -666194.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -666219.625000 Penalty: 2794.481689
	Iteration 16Q: 3 clusters Score -666219.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -666236.187500 Penalty: 2794.481689
	Iteration 17Q: 3 clusters Score -666236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -666245.000000 Penalty: 2794.481689
	Iteration 18Q: 3 clusters Score -666245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -666253.125000 Penalty: 2794.481689
	Iteration 19Q: 3 clusters Score -666253.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -666261.375000 Penalty: 2794.481689
	Iteration 20F: 3 clusters Score -666261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -666268.187500 Penalty: 2794.481689
	Iteration 21Q: 3 clusters Score -666268.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -666273.812500 Penalty: 2794.481689
	Iteration 22Q: 3 clusters Score -666273.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -666278.125000 Penalty: 2794.481689
	Iteration 23Q: 3 clusters Score -666278.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -666282.812500 Penalty: 2794.481689
	Iteration 24Q: 3 clusters Score -666282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -666296.875000 Penalty: 2794.481689
	Iteration 25Q: 3 clusters Score -666296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -666304.562500 Penalty: 2794.481689
	Iteration 26Q: 3 clusters Score -666304.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -666306.750000 Penalty: 2794.481689
	Iteration 27Q: 3 clusters Score -666306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -666309.187500 Penalty: 2794.481689
	Iteration 28Q: 3 clusters Score -666309.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -666309.187500 Penalty: 2794.481689
	Iteration 29F: 3 clusters Score -666309.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -31611.980469 Penalty: 945.763489
	Iteration 0F: 2 clusters Score -31611.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30802.941406 Penalty: 1891.526978
	Iteration 0F: 3 clusters Score -30802.94 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30939.439453 Penalty: 1891.526978
	Iteration 1F: 3 clusters Score -30939.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30961.164062 Penalty: 1891.526978
	Iteration 2Q: 3 clusters Score -30961.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30980.169922 Penalty: 1891.526978
	Iteration 3Q: 3 clusters Score -30980.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30989.853516 Penalty: 1891.526978
	Iteration 4Q: 3 clusters Score -30989.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31010.777344 Penalty: 1891.526978
	Iteration 5Q: 3 clusters Score -31010.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31033.833984 Penalty: 1891.526978
	Iteration 6Q: 3 clusters Score -31033.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31079.109375 Penalty: 1891.526978
	Iteration 7F: 3 clusters Score -31079.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31133.232422 Penalty: 1891.526978
	Iteration 8Q: 3 clusters Score -31133.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31262.593750 Penalty: 1891.526978
	Iteration 9Q: 3 clusters Score -31262.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31346.021484 Penalty: 1891.526978
	Iteration 10Q: 3 clusters Score -31346.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31376.070312 Penalty: 1891.526978
	Iteration 11Q: 3 clusters Score -31376.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31398.400391 Penalty: 1891.526978
	Iteration 12Q: 3 clusters Score -31398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31398.400391 Penalty: 1891.526978
	Iteration 13F: 3 clusters Score -31398.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Entering Unmasked Estep 
Score: -496619.437500 Penalty: 1355.904785
	Iteration 0F: 2 clusters Score -496619.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -493143.406250 Penalty: 2711.809570
	Iteration 0F: 3 clusters Score -493143.4 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -494035.937500 Penalty: 2711.809570
	Iteration 1F: 3 clusters Score -494035.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -494214.187500 Penalty: 2711.809570
	Iteration 2F: 3 clusters Score -494214.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -494318.281250 Penalty: 2711.809570
	Iteration 3F: 3 clusters Score -494318.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -494393.906250 Penalty: 2711.809570
	Iteration 4Q: 3 clusters Score -494393.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -494456.875000 Penalty: 2711.809570
	Iteration 5Q: 3 clusters Score -494456.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -494522.437500 Penalty: 2711.809570
	Iteration 6Q: 3 clusters Score -494522.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -494574.312500 Penalty: 2711.809570
	Iteration 7Q: 3 clusters Score -494574.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -494633.875000 Penalty: 2711.809570
	Iteration 8Q: 3 clusters Score -494633.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -494695.125000 Penalty: 2711.809570
	Iteration 9Q: 3 clusters Score -494695.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -494746.968750 Penalty: 2711.809570
	Iteration 10Q: 3 clusters Score -494747 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -494809.531250 Penalty: 2711.809570
	Iteration 11Q: 3 clusters Score -494809.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -494871.062500 Penalty: 2711.809570
	Iteration 12Q: 3 clusters Score -494871.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -494940.187500 Penalty: 2711.809570
	Iteration 13Q: 3 clusters Score -494940.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -495008.812500 Penalty: 2711.809570
	Iteration 14Q: 3 clusters Score -495008.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -495078.281250 Penalty: 2711.809570
	Iteration 15Q: 3 clusters Score -495078.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -495153.031250 Penalty: 2711.809570
	Iteration 16Q: 3 clusters Score -495153 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -495225.468750 Penalty: 2711.809570
	Iteration 17Q: 3 clusters Score -495225.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -495268.562500 Penalty: 2711.809570
	Iteration 18Q: 3 clusters Score -495268.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -495315.562500 Penalty: 2711.809570
	Iteration 19Q: 3 clusters Score -495315.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -495352.093750 Penalty: 2711.809570
	Iteration 20F: 3 clusters Score -495352.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -495381.937500 Penalty: 2711.809570
	Iteration 21Q: 3 clusters Score -495381.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -495403.343750 Penalty: 2711.809570
	Iteration 22Q: 3 clusters Score -495403.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -495428.156250 Penalty: 2711.809570
	Iteration 23Q: 3 clusters Score -495428.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -495442.875000 Penalty: 2711.809570
	Iteration 24Q: 3 clusters Score -495442.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -495455.531250 Penalty: 2711.809570
	Iteration 25Q: 3 clusters Score -495455.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -495462.906250 Penalty: 2711.809570
	Iteration 26Q: 3 clusters Score -495462.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -495467.062500 Penalty: 2711.809570
	Iteration 27Q: 3 clusters Score -495467.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -495472.750000 Penalty: 2711.809570
	Iteration 28Q: 3 clusters Score -495472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -495479.750000 Penalty: 2711.809570
	Iteration 29Q: 3 clusters Score -495479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -495486.468750 Penalty: 2711.809570
	Iteration 30Q: 3 clusters Score -495486.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -495494.687500 Penalty: 2711.809570
	Iteration 31Q: 3 clusters Score -495494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -495499.187500 Penalty: 2711.809570
	Iteration 32Q: 3 clusters Score -495499.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -495502.593750 Penalty: 2711.809570
	Iteration 33Q: 3 clusters Score -495502.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -495502.437500 Penalty: 2711.809570
	Iteration 34Q: 3 clusters Score -495502.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -495504.343750 Penalty: 2711.809570
	Iteration 35Q: 3 clusters Score -495504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -495506.062500 Penalty: 2711.809570
	Iteration 36Q: 3 clusters Score -495506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -495506.156250 Penalty: 2711.809570
	Iteration 37Q: 3 clusters Score -495506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -495507.593750 Penalty: 2711.809570
	Iteration 38Q: 3 clusters Score -495507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -495510.281250 Penalty: 2711.809570
	Iteration 39Q: 3 clusters Score -495510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -495510.406250 Penalty: 2711.809570
	Iteration 40F: 3 clusters Score -495510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -495511.500000 Penalty: 2711.809570
	Iteration 41Q: 3 clusters Score -495511.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -495511.500000 Penalty: 2711.809570
	Iteration 42F: 3 clusters Score -495511.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -18044.523438 Penalty: 850.055176
	Iteration 0F: 2 clusters Score -18044.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17384.134766 Penalty: 1700.110352
	Iteration 0F: 3 clusters Score -17384.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -17546.371094 Penalty: 1700.110352
	Iteration 1F: 3 clusters Score -17546.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -17639.439453 Penalty: 1700.110352
	Iteration 2F: 3 clusters Score -17639.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -17652.619141 Penalty: 1700.110352
	Iteration 3Q: 3 clusters Score -17652.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -17656.056641 Penalty: 1700.110352
	Iteration 4Q: 3 clusters Score -17656.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -17671.162109 Penalty: 1700.110352
	Iteration 5Q: 3 clusters Score -17671.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -17675.923828 Penalty: 1700.110352
	Iteration 6Q: 3 clusters Score -17675.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -17675.923828 Penalty: 1700.110352
	Iteration 7F: 3 clusters Score -17675.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Entering Unmasked Estep 
Score: -10095845.000000 Penalty: 1835.260498
	Iteration 0F: 2 clusters Score -1.009584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -10045409.000000 Penalty: 3670.520996
	Iteration 0F: 3 clusters Score -1.004541e+07 nChanged 38376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -10067640.000000 Penalty: 3670.520996
	Iteration 1F: 3 clusters Score -1.006764e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -10068449.000000 Penalty: 3670.520996
	Iteration 2Q: 3 clusters Score -1.006845e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -10069445.000000 Penalty: 3670.520996
	Iteration 3Q: 3 clusters Score -1.006944e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -10070924.000000 Penalty: 3670.520996
	Iteration 4Q: 3 clusters Score -1.007092e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -10072642.000000 Penalty: 3670.520996
	Iteration 5Q: 3 clusters Score -1.007264e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -10074457.000000 Penalty: 3670.520996
	Iteration 6Q: 3 clusters Score -1.007446e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -10076246.000000 Penalty: 3670.520996
	Iteration 7Q: 3 clusters Score -1.007625e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -10078250.000000 Penalty: 3670.520996
	Iteration 8F: 3 clusters Score -1.007825e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -10080413.000000 Penalty: 3670.520996
	Iteration 9Q: 3 clusters Score -1.008041e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -10083077.000000 Penalty: 3670.520996
	Iteration 10F: 3 clusters Score -1.008308e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -10087151.000000 Penalty: 3670.520996
	Iteration 11F: 3 clusters Score -1.008715e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -10092234.000000 Penalty: 3670.520996
	Iteration 12F: 3 clusters Score -1.009223e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -10097173.000000 Penalty: 3670.520996
	Iteration 13F: 3 clusters Score -1.009717e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -10101281.000000 Penalty: 3670.520996
	Iteration 14Q: 3 clusters Score -1.010128e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -10105270.000000 Penalty: 3670.520996
	Iteration 15Q: 3 clusters Score -1.010527e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -10108700.000000 Penalty: 3670.520996
	Iteration 16Q: 3 clusters Score -1.01087e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -10110171.000000 Penalty: 3670.520996
	Iteration 17Q: 3 clusters Score -1.011017e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -10110578.000000 Penalty: 3670.520996
	Iteration 18Q: 3 clusters Score -1.011058e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -10110710.000000 Penalty: 3670.520996
	Iteration 19Q: 3 clusters Score -1.011071e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -10110686.000000 Penalty: 3670.520996
	Iteration 20F: 3 clusters Score -1.011069e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -10110709.000000 Penalty: 3670.520996
	Iteration 21Q: 3 clusters Score -1.011071e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -10110721.000000 Penalty: 3670.520996
	Iteration 22Q: 3 clusters Score -1.011072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -10110717.000000 Penalty: 3670.520996
	Iteration 23Q: 3 clusters Score -1.011072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -10110713.000000 Penalty: 3670.520996
	Iteration 24Q: 3 clusters Score -1.011071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -10110715.000000 Penalty: 3670.520996
	Iteration 25Q: 3 clusters Score -1.011072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -10110715.000000 Penalty: 3670.520996
	Iteration 26Q: 3 clusters Score -1.011072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -10110723.000000 Penalty: 3670.520996
	Iteration 27Q: 3 clusters Score -1.011072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -10110723.000000 Penalty: 3670.520996
	Iteration 28F: 3 clusters Score -1.011072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 34723 members 
Mstep: Class 3 contains 17021 members 
Mstep: Class 4 contains 29823 members 
Mstep: Class 5 contains 93173 members 
Mstep: Class 6 contains 17019 members 
Mstep: Class 7 contains 5644 members 
Mstep: Class 8 contains 5423 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4205 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 35789 members 
Mstep: Class 13 contains 10313 members 
Mstep: Class 14 contains 22938 members 
Mstep: Class 15 contains 16960 members 
Mstep: Class 16 contains 3955 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 1528 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 5473 members 
Mstep: Class 22 contains 73815 members 
Mstep: Class 23 contains 1906 members 
Mstep: Class 24 contains 44542 members 
Entering Unmasked Estep 
Score: -62642592.000000 Penalty: 51290.683594
Splitting cluster 12 changes total score from -62628124.000000 to -62642592.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (10313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Entering Unmasked Estep 
Score: -1283632.125000 Penalty: 1501.688599
	Iteration 0F: 2 clusters Score -1283632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1276215.125000 Penalty: 3003.377197
	Iteration 0F: 3 clusters Score -1276215 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1278764.625000 Penalty: 3003.377197
	Iteration 1F: 3 clusters Score -1278765 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1279113.750000 Penalty: 3003.377197
	Iteration 2F: 3 clusters Score -1279114 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1279393.000000 Penalty: 3003.377197
	Iteration 3F: 3 clusters Score -1279393 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1279654.375000 Penalty: 3003.377197
	Iteration 4F: 3 clusters Score -1279654 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1279885.875000 Penalty: 3003.377197
	Iteration 5Q: 3 clusters Score -1279886 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1280118.750000 Penalty: 3003.377197
	Iteration 6Q: 3 clusters Score -1280119 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1280381.250000 Penalty: 3003.377197
	Iteration 7Q: 3 clusters Score -1280381 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1280651.625000 Penalty: 3003.377197
	Iteration 8Q: 3 clusters Score -1280652 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1280919.250000 Penalty: 3003.377197
	Iteration 9Q: 3 clusters Score -1280919 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1281154.875000 Penalty: 3003.377197
	Iteration 10Q: 3 clusters Score -1281155 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1281358.000000 Penalty: 3003.377197
	Iteration 11Q: 3 clusters Score -1281358 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1281522.000000 Penalty: 3003.377197
	Iteration 12Q: 3 clusters Score -1281522 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1281640.375000 Penalty: 3003.377197
	Iteration 13Q: 3 clusters Score -1281640 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1281736.875000 Penalty: 3003.377197
	Iteration 14Q: 3 clusters Score -1281737 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1281812.500000 Penalty: 3003.377197
	Iteration 15Q: 3 clusters Score -1281812 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1281875.375000 Penalty: 3003.377197
	Iteration 16Q: 3 clusters Score -1281875 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1281919.625000 Penalty: 3003.377197
	Iteration 17Q: 3 clusters Score -1281920 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1281958.250000 Penalty: 3003.377197
	Iteration 18Q: 3 clusters Score -1281958 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1281992.875000 Penalty: 3003.377197
	Iteration 19Q: 3 clusters Score -1281993 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1282022.250000 Penalty: 3003.377197
	Iteration 20F: 3 clusters Score -1282022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1282041.625000 Penalty: 3003.377197
	Iteration 21Q: 3 clusters Score -1282042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1282055.250000 Penalty: 3003.377197
	Iteration 22Q: 3 clusters Score -1282055 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1282076.125000 Penalty: 3003.377197
	Iteration 23Q: 3 clusters Score -1282076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1282092.750000 Penalty: 3003.377197
	Iteration 24Q: 3 clusters Score -1282093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1282103.000000 Penalty: 3003.377197
	Iteration 25Q: 3 clusters Score -1282103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1282120.375000 Penalty: 3003.377197
	Iteration 26Q: 3 clusters Score -1282120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1282133.500000 Penalty: 3003.377197
	Iteration 27Q: 3 clusters Score -1282134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1282149.000000 Penalty: 3003.377197
	Iteration 28Q: 3 clusters Score -1282149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1282171.500000 Penalty: 3003.377197
	Iteration 29Q: 3 clusters Score -1282172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1282186.875000 Penalty: 3003.377197
	Iteration 30Q: 3 clusters Score -1282187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1282214.125000 Penalty: 3003.377197
	Iteration 31Q: 3 clusters Score -1282214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1282237.625000 Penalty: 3003.377197
	Iteration 32Q: 3 clusters Score -1282238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1282257.750000 Penalty: 3003.377197
	Iteration 33Q: 3 clusters Score -1282258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1282276.125000 Penalty: 3003.377197
	Iteration 34Q: 3 clusters Score -1282276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1282289.750000 Penalty: 3003.377197
	Iteration 35Q: 3 clusters Score -1282290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1282305.250000 Penalty: 3003.377197
	Iteration 36Q: 3 clusters Score -1282305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1282312.625000 Penalty: 3003.377197
	Iteration 37Q: 3 clusters Score -1282313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1282323.625000 Penalty: 3003.377197
	Iteration 38Q: 3 clusters Score -1282324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1282334.875000 Penalty: 3003.377197
	Iteration 39Q: 3 clusters Score -1282335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1282353.000000 Penalty: 3003.377197
	Iteration 40F: 3 clusters Score -1282353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1282360.750000 Penalty: 3003.377197
	Iteration 41Q: 3 clusters Score -1282361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1282363.125000 Penalty: 3003.377197
	Iteration 42Q: 3 clusters Score -1282363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1282368.750000 Penalty: 3003.377197
	Iteration 43Q: 3 clusters Score -1282369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1282373.250000 Penalty: 3003.377197
	Iteration 44Q: 3 clusters Score -1282373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1282380.875000 Penalty: 3003.377197
	Iteration 45Q: 3 clusters Score -1282381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1282386.625000 Penalty: 3003.377197
	Iteration 46Q: 3 clusters Score -1282387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1282390.250000 Penalty: 3003.377197
	Iteration 47Q: 3 clusters Score -1282390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1282392.750000 Penalty: 3003.377197
	Iteration 48Q: 3 clusters Score -1282393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1282398.250000 Penalty: 3003.377197
	Iteration 49Q: 3 clusters Score -1282398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1282399.375000 Penalty: 3003.377197
	Iteration 50Q: 3 clusters Score -1282399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1282402.625000 Penalty: 3003.377197
	Iteration 51Q: 3 clusters Score -1282403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1282404.875000 Penalty: 3003.377197
	Iteration 52Q: 3 clusters Score -1282405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1282407.125000 Penalty: 3003.377197
	Iteration 53Q: 3 clusters Score -1282407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1282408.500000 Penalty: 3003.377197
	Iteration 54Q: 3 clusters Score -1282408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1282410.125000 Penalty: 3003.377197
	Iteration 55Q: 3 clusters Score -1282410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1282408.875000 Penalty: 3003.377197
	Iteration 56Q: 3 clusters Score -1282409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1282408.500000 Penalty: 3003.377197
	Iteration 57Q: 3 clusters Score -1282408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1282411.250000 Penalty: 3003.377197
	Iteration 58Q: 3 clusters Score -1282411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1282414.875000 Penalty: 3003.377197
	Iteration 59Q: 3 clusters Score -1282415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1282414.875000 Penalty: 3003.377197
	Iteration 60F: 3 clusters Score -1282415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1282415.375000 Penalty: 3003.377197
	Iteration 61Q: 3 clusters Score -1282415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1282415.375000 Penalty: 3003.377197
	Iteration 62F: 3 clusters Score -1282415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Entering Unmasked Estep 
Score: -2851765.500000 Penalty: 1631.589355
	Iteration 0F: 2 clusters Score -2851766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2836304.250000 Penalty: 3263.178711
	Iteration 0F: 3 clusters Score -2836304 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2841855.750000 Penalty: 3263.178711
	Iteration 1F: 3 clusters Score -2841856 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2842218.250000 Penalty: 3263.178711
	Iteration 2Q: 3 clusters Score -2842218 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2842629.500000 Penalty: 3263.178711
	Iteration 3Q: 3 clusters Score -2842630 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2843140.750000 Penalty: 3263.178711
	Iteration 4Q: 3 clusters Score -2843141 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2843903.500000 Penalty: 3263.178711
	Iteration 5F: 3 clusters Score -2843904 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2844877.000000 Penalty: 3263.178711
	Iteration 6F: 3 clusters Score -2844877 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2846031.750000 Penalty: 3263.178711
	Iteration 7F: 3 clusters Score -2846032 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2847252.250000 Penalty: 3263.178711
	Iteration 8F: 3 clusters Score -2847252 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2848352.750000 Penalty: 3263.178711
	Iteration 9F: 3 clusters Score -2848353 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2849117.500000 Penalty: 3263.178711
	Iteration 10Q: 3 clusters Score -2849118 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2849601.250000 Penalty: 3263.178711
	Iteration 11Q: 3 clusters Score -2849601 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2849886.250000 Penalty: 3263.178711
	Iteration 12Q: 3 clusters Score -2849886 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2850076.500000 Penalty: 3263.178711
	Iteration 13Q: 3 clusters Score -2850076 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2850211.750000 Penalty: 3263.178711
	Iteration 14Q: 3 clusters Score -2850212 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2850286.750000 Penalty: 3263.178711
	Iteration 15Q: 3 clusters Score -2850287 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2850339.250000 Penalty: 3263.178711
	Iteration 16Q: 3 clusters Score -2850339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2850367.000000 Penalty: 3263.178711
	Iteration 17Q: 3 clusters Score -2850367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2850387.500000 Penalty: 3263.178711
	Iteration 18Q: 3 clusters Score -2850388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2850417.500000 Penalty: 3263.178711
	Iteration 19Q: 3 clusters Score -2850418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2850432.500000 Penalty: 3263.178711
	Iteration 20F: 3 clusters Score -2850432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2850435.750000 Penalty: 3263.178711
	Iteration 21Q: 3 clusters Score -2850436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2850437.250000 Penalty: 3263.178711
	Iteration 22Q: 3 clusters Score -2850437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2850442.000000 Penalty: 3263.178711
	Iteration 23Q: 3 clusters Score -2850442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2850444.000000 Penalty: 3263.178711
	Iteration 24Q: 3 clusters Score -2850444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2850446.500000 Penalty: 3263.178711
	Iteration 25Q: 3 clusters Score -2850446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2850447.750000 Penalty: 3263.178711
	Iteration 26Q: 3 clusters Score -2850448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2850451.000000 Penalty: 3263.178711
	Iteration 27Q: 3 clusters Score -2850451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2850452.500000 Penalty: 3263.178711
	Iteration 28Q: 3 clusters Score -2850452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2850457.750000 Penalty: 3263.178711
	Iteration 29Q: 3 clusters Score -2850458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2850456.750000 Penalty: 3263.178711
	Iteration 30Q: 3 clusters Score -2850457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2850458.500000 Penalty: 3263.178711
	Iteration 31Q: 3 clusters Score -2850458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2850458.000000 Penalty: 3263.178711
	Iteration 32Q: 3 clusters Score -2850458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2850458.000000 Penalty: 3263.178711
	Iteration 33F: 3 clusters Score -2850458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Entering Unmasked Estep 
Score: -2036103.375000 Penalty: 1582.524658
	Iteration 0F: 2 clusters Score -2036103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2024450.000000 Penalty: 3165.049316
	Iteration 0F: 3 clusters Score -2024450 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2028444.250000 Penalty: 3165.049316
	Iteration 1F: 3 clusters Score -2028444 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2028752.000000 Penalty: 3165.049316
	Iteration 2F: 3 clusters Score -2028752 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2029075.125000 Penalty: 3165.049316
	Iteration 3Q: 3 clusters Score -2029075 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2029472.125000 Penalty: 3165.049316
	Iteration 4F: 3 clusters Score -2029472 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2029981.500000 Penalty: 3165.049316
	Iteration 5F: 3 clusters Score -2029982 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2030681.500000 Penalty: 3165.049316
	Iteration 6F: 3 clusters Score -2030682 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2031616.125000 Penalty: 3165.049316
	Iteration 7F: 3 clusters Score -2031616 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2032653.875000 Penalty: 3165.049316
	Iteration 8F: 3 clusters Score -2032654 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2033436.750000 Penalty: 3165.049316
	Iteration 9F: 3 clusters Score -2033437 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2033963.875000 Penalty: 3165.049316
	Iteration 10Q: 3 clusters Score -2033964 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2034297.000000 Penalty: 3165.049316
	Iteration 11Q: 3 clusters Score -2034297 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2034472.000000 Penalty: 3165.049316
	Iteration 12Q: 3 clusters Score -2034472 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2034568.875000 Penalty: 3165.049316
	Iteration 13Q: 3 clusters Score -2034569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2034635.500000 Penalty: 3165.049316
	Iteration 14Q: 3 clusters Score -2034636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2034669.000000 Penalty: 3165.049316
	Iteration 15Q: 3 clusters Score -2034669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2034698.875000 Penalty: 3165.049316
	Iteration 16Q: 3 clusters Score -2034699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2034708.875000 Penalty: 3165.049316
	Iteration 17Q: 3 clusters Score -2034709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2034714.750000 Penalty: 3165.049316
	Iteration 18Q: 3 clusters Score -2034715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2034720.500000 Penalty: 3165.049316
	Iteration 19Q: 3 clusters Score -2034720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2034724.000000 Penalty: 3165.049316
	Iteration 20F: 3 clusters Score -2034724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2034734.250000 Penalty: 3165.049316
	Iteration 21Q: 3 clusters Score -2034734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2034735.375000 Penalty: 3165.049316
	Iteration 22Q: 3 clusters Score -2034735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2034735.750000 Penalty: 3165.049316
	Iteration 23Q: 3 clusters Score -2034736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2034737.375000 Penalty: 3165.049316
	Iteration 24Q: 3 clusters Score -2034737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2034738.875000 Penalty: 3165.049316
	Iteration 25Q: 3 clusters Score -2034739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2034739.750000 Penalty: 3165.049316
	Iteration 26Q: 3 clusters Score -2034740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2034742.750000 Penalty: 3165.049316
	Iteration 27Q: 3 clusters Score -2034743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2034742.000000 Penalty: 3165.049316
	Iteration 28Q: 3 clusters Score -2034742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2034744.500000 Penalty: 3165.049316
	Iteration 29Q: 3 clusters Score -2034744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2034745.625000 Penalty: 3165.049316
	Iteration 30Q: 3 clusters Score -2034746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2034745.625000 Penalty: 3165.049316
	Iteration 31F: 3 clusters Score -2034746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -475399.250000 Penalty: 1345.944580
	Iteration 0F: 2 clusters Score -475399.2 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 1939 members 
Entering Unmasked Estep 
Score: -472079.000000 Penalty: 2691.889160
	Iteration 0F: 3 clusters Score -472079 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -472912.781250 Penalty: 2691.889160
	Iteration 1F: 3 clusters Score -472912.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -473049.843750 Penalty: 2691.889160
	Iteration 2F: 3 clusters Score -473049.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -473151.937500 Penalty: 2691.889160
	Iteration 3Q: 3 clusters Score -473151.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -473235.875000 Penalty: 2691.889160
	Iteration 4Q: 3 clusters Score -473235.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -473298.250000 Penalty: 2691.889160
	Iteration 5Q: 3 clusters Score -473298.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -473368.000000 Penalty: 2691.889160
	Iteration 6Q: 3 clusters Score -473368 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -473440.500000 Penalty: 2691.889160
	Iteration 7Q: 3 clusters Score -473440.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -473515.343750 Penalty: 2691.889160
	Iteration 8Q: 3 clusters Score -473515.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -473609.312500 Penalty: 2691.889160
	Iteration 9Q: 3 clusters Score -473609.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -473701.718750 Penalty: 2691.889160
	Iteration 10Q: 3 clusters Score -473701.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -473783.593750 Penalty: 2691.889160
	Iteration 11Q: 3 clusters Score -473783.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -473865.187500 Penalty: 2691.889160
	Iteration 12Q: 3 clusters Score -473865.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -473925.406250 Penalty: 2691.889160
	Iteration 13Q: 3 clusters Score -473925.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -473978.218750 Penalty: 2691.889160
	Iteration 14Q: 3 clusters Score -473978.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -474024.593750 Penalty: 2691.889160
	Iteration 15Q: 3 clusters Score -474024.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -474064.781250 Penalty: 2691.889160
	Iteration 16Q: 3 clusters Score -474064.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -474104.375000 Penalty: 2691.889160
	Iteration 17Q: 3 clusters Score -474104.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -474134.562500 Penalty: 2691.889160
	Iteration 18Q: 3 clusters Score -474134.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -474159.312500 Penalty: 2691.889160
	Iteration 19Q: 3 clusters Score -474159.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -474172.093750 Penalty: 2691.889160
	Iteration 20F: 3 clusters Score -474172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -474184.406250 Penalty: 2691.889160
	Iteration 21Q: 3 clusters Score -474184.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -474197.312500 Penalty: 2691.889160
	Iteration 22Q: 3 clusters Score -474197.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -474202.968750 Penalty: 2691.889160
	Iteration 23Q: 3 clusters Score -474203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -474205.250000 Penalty: 2691.889160
	Iteration 24Q: 3 clusters Score -474205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -474208.062500 Penalty: 2691.889160
	Iteration 25Q: 3 clusters Score -474208.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -474211.718750 Penalty: 2691.889160
	Iteration 26Q: 3 clusters Score -474211.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -474215.625000 Penalty: 2691.889160
	Iteration 27Q: 3 clusters Score -474215.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -474218.906250 Penalty: 2691.889160
	Iteration 28Q: 3 clusters Score -474218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -474223.531250 Penalty: 2691.889160
	Iteration 29Q: 3 clusters Score -474223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -474226.156250 Penalty: 2691.889160
	Iteration 30Q: 3 clusters Score -474226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -474226.562500 Penalty: 2691.889160
	Iteration 31Q: 3 clusters Score -474226.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -474227.906250 Penalty: 2691.889160
	Iteration 32Q: 3 clusters Score -474227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -474230.468750 Penalty: 2691.889160
	Iteration 33Q: 3 clusters Score -474230.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -474234.343750 Penalty: 2691.889160
	Iteration 34Q: 3 clusters Score -474234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -474236.406250 Penalty: 2691.889160
	Iteration 35Q: 3 clusters Score -474236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -474238.656250 Penalty: 2691.889160
	Iteration 36Q: 3 clusters Score -474238.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -474238.656250 Penalty: 2691.889160
	Iteration 37F: 3 clusters Score -474238.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -312127.000000 Penalty: 1282.219727
	Iteration 0F: 2 clusters Score -312127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -309610.312500 Penalty: 2564.439453
	Iteration 0F: 3 clusters Score -309610.3 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -310232.687500 Penalty: 2564.439453
	Iteration 1F: 3 clusters Score -310232.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -310428.875000 Penalty: 2564.439453
	Iteration 2F: 3 clusters Score -310428.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -310550.031250 Penalty: 2564.439453
	Iteration 3F: 3 clusters Score -310550 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -310631.500000 Penalty: 2564.439453
	Iteration 4Q: 3 clusters Score -310631.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -310694.093750 Penalty: 2564.439453
	Iteration 5Q: 3 clusters Score -310694.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -310756.468750 Penalty: 2564.439453
	Iteration 6Q: 3 clusters Score -310756.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -310807.875000 Penalty: 2564.439453
	Iteration 7Q: 3 clusters Score -310807.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -310847.312500 Penalty: 2564.439453
	Iteration 8Q: 3 clusters Score -310847.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -310871.500000 Penalty: 2564.439453
	Iteration 9Q: 3 clusters Score -310871.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -310898.000000 Penalty: 2564.439453
	Iteration 10Q: 3 clusters Score -310898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -310916.750000 Penalty: 2564.439453
	Iteration 11Q: 3 clusters Score -310916.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -310930.031250 Penalty: 2564.439453
	Iteration 12Q: 3 clusters Score -310930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -310938.000000 Penalty: 2564.439453
	Iteration 13Q: 3 clusters Score -310938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -310947.843750 Penalty: 2564.439453
	Iteration 14Q: 3 clusters Score -310947.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -310963.781250 Penalty: 2564.439453
	Iteration 15Q: 3 clusters Score -310963.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -310975.531250 Penalty: 2564.439453
	Iteration 16Q: 3 clusters Score -310975.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -310983.093750 Penalty: 2564.439453
	Iteration 17Q: 3 clusters Score -310983.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -310989.750000 Penalty: 2564.439453
	Iteration 18Q: 3 clusters Score -310989.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -310993.187500 Penalty: 2564.439453
	Iteration 19Q: 3 clusters Score -310993.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -310996.000000 Penalty: 2564.439453
	Iteration 20F: 3 clusters Score -310996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -310999.968750 Penalty: 2564.439453
	Iteration 21Q: 3 clusters Score -311000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -311003.812500 Penalty: 2564.439453
	Iteration 22Q: 3 clusters Score -311003.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -311007.375000 Penalty: 2564.439453
	Iteration 23Q: 3 clusters Score -311007.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -311012.718750 Penalty: 2564.439453
	Iteration 24Q: 3 clusters Score -311012.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -311016.437500 Penalty: 2564.439453
	Iteration 25Q: 3 clusters Score -311016.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -311020.093750 Penalty: 2564.439453
	Iteration 26Q: 3 clusters Score -311020.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -311022.031250 Penalty: 2564.439453
	Iteration 27Q: 3 clusters Score -311022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -311026.093750 Penalty: 2564.439453
	Iteration 28Q: 3 clusters Score -311026.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -311028.781250 Penalty: 2564.439453
	Iteration 29Q: 3 clusters Score -311028.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -311032.312500 Penalty: 2564.439453
	Iteration 30Q: 3 clusters Score -311032.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -311034.843750 Penalty: 2564.439453
	Iteration 31Q: 3 clusters Score -311034.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -311037.562500 Penalty: 2564.439453
	Iteration 32Q: 3 clusters Score -311037.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -311039.312500 Penalty: 2564.439453
	Iteration 33Q: 3 clusters Score -311039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -311040.093750 Penalty: 2564.439453
	Iteration 34Q: 3 clusters Score -311040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -311041.718750 Penalty: 2564.439453
	Iteration 35Q: 3 clusters Score -311041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -311043.250000 Penalty: 2564.439453
	Iteration 36Q: 3 clusters Score -311043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -311044.468750 Penalty: 2564.439453
	Iteration 37Q: 3 clusters Score -311044.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -311045.125000 Penalty: 2564.439453
	Iteration 38Q: 3 clusters Score -311045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -311047.281250 Penalty: 2564.439453
	Iteration 39Q: 3 clusters Score -311047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -311047.812500 Penalty: 2564.439453
	Iteration 40F: 3 clusters Score -311047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -311048.125000 Penalty: 2564.439453
	Iteration 41Q: 3 clusters Score -311048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -311048.125000 Penalty: 2564.439453
	Iteration 42F: 3 clusters Score -311048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -186319.578125 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -186319.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -184489.437500 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -184489.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -184822.343750 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -184822.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -184914.968750 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -184915 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -184971.140625 Penalty: 2382.807373
	Iteration 3Q: 3 clusters Score -184971.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -185002.765625 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -185002.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -185028.625000 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -185028.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -185045.359375 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -185045.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -185059.546875 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -185059.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -185073.000000 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -185073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -185084.703125 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -185084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -185090.343750 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -185090.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -185094.093750 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -185094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -185096.609375 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -185096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -185099.046875 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -185099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -185099.906250 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -185099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -185102.625000 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -185102.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -185105.453125 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -185105.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -185106.953125 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -185107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -185107.593750 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -185107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -185108.265625 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -185108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -185109.546875 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -185109.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Entering Unmasked Estep 
Score: -361456.031250 Penalty: 1298.248535
	Iteration 0F: 2 clusters Score -361456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -358761.593750 Penalty: 2596.497070
	Iteration 0F: 3 clusters Score -358761.6 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -359438.937500 Penalty: 2596.497070
	Iteration 1F: 3 clusters Score -359438.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -359625.187500 Penalty: 2596.497070
	Iteration 2F: 3 clusters Score -359625.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -359735.718750 Penalty: 2596.497070
	Iteration 3F: 3 clusters Score -359735.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -359811.531250 Penalty: 2596.497070
	Iteration 4Q: 3 clusters Score -359811.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -359869.968750 Penalty: 2596.497070
	Iteration 5Q: 3 clusters Score -359870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -359918.250000 Penalty: 2596.497070
	Iteration 6Q: 3 clusters Score -359918.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -359954.125000 Penalty: 2596.497070
	Iteration 7Q: 3 clusters Score -359954.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -359985.500000 Penalty: 2596.497070
	Iteration 8Q: 3 clusters Score -359985.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -360014.093750 Penalty: 2596.497070
	Iteration 9Q: 3 clusters Score -360014.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -360034.125000 Penalty: 2596.497070
	Iteration 10Q: 3 clusters Score -360034.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -360054.750000 Penalty: 2596.497070
	Iteration 11Q: 3 clusters Score -360054.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -360076.968750 Penalty: 2596.497070
	Iteration 12Q: 3 clusters Score -360077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -360102.562500 Penalty: 2596.497070
	Iteration 13Q: 3 clusters Score -360102.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -360136.250000 Penalty: 2596.497070
	Iteration 14Q: 3 clusters Score -360136.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -360168.312500 Penalty: 2596.497070
	Iteration 15Q: 3 clusters Score -360168.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -360202.875000 Penalty: 2596.497070
	Iteration 16Q: 3 clusters Score -360202.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -360238.250000 Penalty: 2596.497070
	Iteration 17Q: 3 clusters Score -360238.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -360282.218750 Penalty: 2596.497070
	Iteration 18Q: 3 clusters Score -360282.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -360323.531250 Penalty: 2596.497070
	Iteration 19Q: 3 clusters Score -360323.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -360362.281250 Penalty: 2596.497070
	Iteration 20F: 3 clusters Score -360362.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -360413.312500 Penalty: 2596.497070
	Iteration 21Q: 3 clusters Score -360413.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -360458.093750 Penalty: 2596.497070
	Iteration 22Q: 3 clusters Score -360458.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -360500.875000 Penalty: 2596.497070
	Iteration 23Q: 3 clusters Score -360500.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -360551.187500 Penalty: 2596.497070
	Iteration 24Q: 3 clusters Score -360551.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -360597.781250 Penalty: 2596.497070
	Iteration 25Q: 3 clusters Score -360597.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -360631.250000 Penalty: 2596.497070
	Iteration 26Q: 3 clusters Score -360631.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -360653.250000 Penalty: 2596.497070
	Iteration 27Q: 3 clusters Score -360653.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -360664.531250 Penalty: 2596.497070
	Iteration 28Q: 3 clusters Score -360664.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -360673.843750 Penalty: 2596.497070
	Iteration 29Q: 3 clusters Score -360673.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -360681.843750 Penalty: 2596.497070
	Iteration 30Q: 3 clusters Score -360681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -360685.218750 Penalty: 2596.497070
	Iteration 31Q: 3 clusters Score -360685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -360687.750000 Penalty: 2596.497070
	Iteration 32Q: 3 clusters Score -360687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -360690.468750 Penalty: 2596.497070
	Iteration 33Q: 3 clusters Score -360690.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -360692.968750 Penalty: 2596.497070
	Iteration 34Q: 3 clusters Score -360693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -360695.218750 Penalty: 2596.497070
	Iteration 35Q: 3 clusters Score -360695.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -360698.031250 Penalty: 2596.497070
	Iteration 36Q: 3 clusters Score -360698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -360699.906250 Penalty: 2596.497070
	Iteration 37Q: 3 clusters Score -360699.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -360705.625000 Penalty: 2596.497070
	Iteration 38Q: 3 clusters Score -360705.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -360706.687500 Penalty: 2596.497070
	Iteration 39Q: 3 clusters Score -360706.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -360707.062500 Penalty: 2596.497070
	Iteration 40F: 3 clusters Score -360707.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -125007.687500 Penalty: 1142.801392
	Iteration 0F: 2 clusters Score -125007.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -123468.390625 Penalty: 2285.602783
	Iteration 0F: 3 clusters Score -123468.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -123733.523438 Penalty: 2285.602783
	Iteration 1F: 3 clusters Score -123733.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -123825.281250 Penalty: 2285.602783
	Iteration 2F: 3 clusters Score -123825.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -123879.460938 Penalty: 2285.602783
	Iteration 3Q: 3 clusters Score -123879.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -123929.468750 Penalty: 2285.602783
	Iteration 4Q: 3 clusters Score -123929.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -123980.187500 Penalty: 2285.602783
	Iteration 5Q: 3 clusters Score -123980.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -124030.031250 Penalty: 2285.602783
	Iteration 6Q: 3 clusters Score -124030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -124060.578125 Penalty: 2285.602783
	Iteration 7Q: 3 clusters Score -124060.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -124089.765625 Penalty: 2285.602783
	Iteration 8Q: 3 clusters Score -124089.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -124120.179688 Penalty: 2285.602783
	Iteration 9Q: 3 clusters Score -124120.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -124152.460938 Penalty: 2285.602783
	Iteration 10Q: 3 clusters Score -124152.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -124182.984375 Penalty: 2285.602783
	Iteration 11Q: 3 clusters Score -124183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -124211.085938 Penalty: 2285.602783
	Iteration 12Q: 3 clusters Score -124211.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -124231.460938 Penalty: 2285.602783
	Iteration 13Q: 3 clusters Score -124231.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -124241.664062 Penalty: 2285.602783
	Iteration 14Q: 3 clusters Score -124241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -124245.250000 Penalty: 2285.602783
	Iteration 15Q: 3 clusters Score -124245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -124249.226562 Penalty: 2285.602783
	Iteration 16Q: 3 clusters Score -124249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -124252.531250 Penalty: 2285.602783
	Iteration 17Q: 3 clusters Score -124252.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -124259.554688 Penalty: 2285.602783
	Iteration 18Q: 3 clusters Score -124259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -124264.945312 Penalty: 2285.602783
	Iteration 19Q: 3 clusters Score -124264.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -124270.460938 Penalty: 2285.602783
	Iteration 20F: 3 clusters Score -124270.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -124274.171875 Penalty: 2285.602783
	Iteration 21Q: 3 clusters Score -124274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -124275.484375 Penalty: 2285.602783
	Iteration 22Q: 3 clusters Score -124275.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -124279.304688 Penalty: 2285.602783
	Iteration 23Q: 3 clusters Score -124279.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -124279.812500 Penalty: 2285.602783
	Iteration 24Q: 3 clusters Score -124279.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -124283.000000 Penalty: 2285.602783
	Iteration 25Q: 3 clusters Score -124283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -124286.343750 Penalty: 2285.602783
	Iteration 26Q: 3 clusters Score -124286.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -124289.718750 Penalty: 2285.602783
	Iteration 27Q: 3 clusters Score -124289.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -124291.703125 Penalty: 2285.602783
	Iteration 28Q: 3 clusters Score -124291.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -124292.859375 Penalty: 2285.602783
	Iteration 29Q: 3 clusters Score -124292.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -124292.859375 Penalty: 2285.602783
	Iteration 30F: 3 clusters Score -124292.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Entering Unmasked Estep 
Score: -675019.687500 Penalty: 1398.732056
	Iteration 0F: 2 clusters Score -675019.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -670706.812500 Penalty: 2797.464111
	Iteration 0F: 3 clusters Score -670706.8 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -671944.875000 Penalty: 2797.464111
	Iteration 1F: 3 clusters Score -671944.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -672145.062500 Penalty: 2797.464111
	Iteration 2F: 3 clusters Score -672145.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -672282.250000 Penalty: 2797.464111
	Iteration 3F: 3 clusters Score -672282.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -672383.250000 Penalty: 2797.464111
	Iteration 4Q: 3 clusters Score -672383.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -672484.875000 Penalty: 2797.464111
	Iteration 5Q: 3 clusters Score -672484.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -672602.125000 Penalty: 2797.464111
	Iteration 6Q: 3 clusters Score -672602.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -672733.625000 Penalty: 2797.464111
	Iteration 7Q: 3 clusters Score -672733.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -672873.187500 Penalty: 2797.464111
	Iteration 8Q: 3 clusters Score -672873.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -673015.250000 Penalty: 2797.464111
	Iteration 9Q: 3 clusters Score -673015.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -673164.312500 Penalty: 2797.464111
	Iteration 10Q: 3 clusters Score -673164.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -673311.937500 Penalty: 2797.464111
	Iteration 11Q: 3 clusters Score -673311.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -673445.250000 Penalty: 2797.464111
	Iteration 12Q: 3 clusters Score -673445.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -673538.562500 Penalty: 2797.464111
	Iteration 13Q: 3 clusters Score -673538.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -673598.312500 Penalty: 2797.464111
	Iteration 14Q: 3 clusters Score -673598.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -673658.500000 Penalty: 2797.464111
	Iteration 15Q: 3 clusters Score -673658.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -673697.937500 Penalty: 2797.464111
	Iteration 16Q: 3 clusters Score -673697.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -673722.875000 Penalty: 2797.464111
	Iteration 17Q: 3 clusters Score -673722.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -673746.000000 Penalty: 2797.464111
	Iteration 18Q: 3 clusters Score -673746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -673768.062500 Penalty: 2797.464111
	Iteration 19Q: 3 clusters Score -673768.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -673784.250000 Penalty: 2797.464111
	Iteration 20F: 3 clusters Score -673784.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -673792.250000 Penalty: 2797.464111
	Iteration 21Q: 3 clusters Score -673792.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -673806.937500 Penalty: 2797.464111
	Iteration 22Q: 3 clusters Score -673806.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -673815.875000 Penalty: 2797.464111
	Iteration 23Q: 3 clusters Score -673815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -673819.812500 Penalty: 2797.464111
	Iteration 24Q: 3 clusters Score -673819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -673828.062500 Penalty: 2797.464111
	Iteration 25Q: 3 clusters Score -673828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -673832.187500 Penalty: 2797.464111
	Iteration 26Q: 3 clusters Score -673832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -673837.062500 Penalty: 2797.464111
	Iteration 27Q: 3 clusters Score -673837.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -673843.875000 Penalty: 2797.464111
	Iteration 28Q: 3 clusters Score -673843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -673850.625000 Penalty: 2797.464111
	Iteration 29Q: 3 clusters Score -673850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -673853.937500 Penalty: 2797.464111
	Iteration 30Q: 3 clusters Score -673853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -673858.562500 Penalty: 2797.464111
	Iteration 31Q: 3 clusters Score -673858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -673860.500000 Penalty: 2797.464111
	Iteration 32Q: 3 clusters Score -673860.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -673863.500000 Penalty: 2797.464111
	Iteration 33Q: 3 clusters Score -673863.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -673865.375000 Penalty: 2797.464111
	Iteration 34Q: 3 clusters Score -673865.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -673865.375000 Penalty: 2797.464111
	Iteration 35F: 3 clusters Score -673865.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (73815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Entering Unmasked Estep 
Score: -9196280.000000 Penalty: 1821.514038
	Iteration 0F: 2 clusters Score -9196280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -9149489.000000 Penalty: 3643.028076
	Iteration 0F: 3 clusters Score -9149489 nChanged 35038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -9169887.000000 Penalty: 3643.028076
	Iteration 1F: 3 clusters Score -9169887 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -9170573.000000 Penalty: 3643.028076
	Iteration 2Q: 3 clusters Score -9170573 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -9171264.000000 Penalty: 3643.028076
	Iteration 3Q: 3 clusters Score -9171264 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -9171961.000000 Penalty: 3643.028076
	Iteration 4Q: 3 clusters Score -9171961 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -9172827.000000 Penalty: 3643.028076
	Iteration 5Q: 3 clusters Score -9172827 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -9173809.000000 Penalty: 3643.028076
	Iteration 6Q: 3 clusters Score -9173809 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -9174904.000000 Penalty: 3643.028076
	Iteration 7Q: 3 clusters Score -9174904 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -9176344.000000 Penalty: 3643.028076
	Iteration 8Q: 3 clusters Score -9176344 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -9178087.000000 Penalty: 3643.028076
	Iteration 9Q: 3 clusters Score -9178087 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -9180062.000000 Penalty: 3643.028076
	Iteration 10Q: 3 clusters Score -9180062 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -9182028.000000 Penalty: 3643.028076
	Iteration 11Q: 3 clusters Score -9182028 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -9183625.000000 Penalty: 3643.028076
	Iteration 12Q: 3 clusters Score -9183625 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -9184572.000000 Penalty: 3643.028076
	Iteration 13Q: 3 clusters Score -9184572 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -9185147.000000 Penalty: 3643.028076
	Iteration 14Q: 3 clusters Score -9185147 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -9185506.000000 Penalty: 3643.028076
	Iteration 15Q: 3 clusters Score -9185506 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -9185781.000000 Penalty: 3643.028076
	Iteration 16Q: 3 clusters Score -9185781 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -9186137.000000 Penalty: 3643.028076
	Iteration 17Q: 3 clusters Score -9186137 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -9186468.000000 Penalty: 3643.028076
	Iteration 18Q: 3 clusters Score -9186468 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -9186790.000000 Penalty: 3643.028076
	Iteration 19Q: 3 clusters Score -9186790 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -9187247.000000 Penalty: 3643.028076
	Iteration 20F: 3 clusters Score -9187247 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -9187652.000000 Penalty: 3643.028076
	Iteration 21Q: 3 clusters Score -9187652 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -9188005.000000 Penalty: 3643.028076
	Iteration 22Q: 3 clusters Score -9188005 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -9188432.000000 Penalty: 3643.028076
	Iteration 23Q: 3 clusters Score -9188432 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -9188973.000000 Penalty: 3643.028076
	Iteration 24Q: 3 clusters Score -9188973 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -9189513.000000 Penalty: 3643.028076
	Iteration 25Q: 3 clusters Score -9189513 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -9190075.000000 Penalty: 3643.028076
	Iteration 26Q: 3 clusters Score -9190075 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -9190674.000000 Penalty: 3643.028076
	Iteration 27Q: 3 clusters Score -9190674 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -9191197.000000 Penalty: 3643.028076
	Iteration 28Q: 3 clusters Score -9191197 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -9191668.000000 Penalty: 3643.028076
	Iteration 29Q: 3 clusters Score -9191668 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -9192153.000000 Penalty: 3643.028076
	Iteration 30Q: 3 clusters Score -9192153 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -9192523.000000 Penalty: 3643.028076
	Iteration 31Q: 3 clusters Score -9192523 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -9192910.000000 Penalty: 3643.028076
	Iteration 32Q: 3 clusters Score -9192910 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -9193249.000000 Penalty: 3643.028076
	Iteration 33Q: 3 clusters Score -9193249 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -9193539.000000 Penalty: 3643.028076
	Iteration 34Q: 3 clusters Score -9193539 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -9193756.000000 Penalty: 3643.028076
	Iteration 35Q: 3 clusters Score -9193756 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -9193990.000000 Penalty: 3643.028076
	Iteration 36Q: 3 clusters Score -9193990 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -9194130.000000 Penalty: 3643.028076
	Iteration 37Q: 3 clusters Score -9194130 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -9194220.000000 Penalty: 3643.028076
	Iteration 38Q: 3 clusters Score -9194220 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71763 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9194321.000000 Penalty: 3643.028076
	Iteration 39Q: 3 clusters Score -9194321 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9194396.000000 Penalty: 3643.028076
	Iteration 40F: 3 clusters Score -9194396 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -9194455.000000 Penalty: 3643.028076
	Iteration 41Q: 3 clusters Score -9194455 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9194549.000000 Penalty: 3643.028076
	Iteration 42Q: 3 clusters Score -9194549 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -9194633.000000 Penalty: 3643.028076
	Iteration 43Q: 3 clusters Score -9194633 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9194671.000000 Penalty: 3643.028076
	Iteration 44Q: 3 clusters Score -9194671 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9194709.000000 Penalty: 3643.028076
	Iteration 45Q: 3 clusters Score -9194709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9194714.000000 Penalty: 3643.028076
	Iteration 46Q: 3 clusters Score -9194714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9194734.000000 Penalty: 3643.028076
	Iteration 47Q: 3 clusters Score -9194734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9194733.000000 Penalty: 3643.028076
	Iteration 48Q: 3 clusters Score -9194733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9194748.000000 Penalty: 3643.028076
	Iteration 49Q: 3 clusters Score -9194748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72656 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9194754.000000 Penalty: 3643.028076
	Iteration 50Q: 3 clusters Score -9194754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9194768.000000 Penalty: 3643.028076
	Iteration 51Q: 3 clusters Score -9194768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9194796.000000 Penalty: 3643.028076
	Iteration 52Q: 3 clusters Score -9194796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9194817.000000 Penalty: 3643.028076
	Iteration 53Q: 3 clusters Score -9194817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9194822.000000 Penalty: 3643.028076
	Iteration 54Q: 3 clusters Score -9194822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9194850.000000 Penalty: 3643.028076
	Iteration 55Q: 3 clusters Score -9194850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72784 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9194853.000000 Penalty: 3643.028076
	Iteration 56Q: 3 clusters Score -9194853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9194868.000000 Penalty: 3643.028076
	Iteration 57Q: 3 clusters Score -9194868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9194870.000000 Penalty: 3643.028076
	Iteration 58Q: 3 clusters Score -9194870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9194868.000000 Penalty: 3643.028076
	Iteration 59Q: 3 clusters Score -9194868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72827 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -9194878.000000 Penalty: 3643.028076
	Iteration 60F: 3 clusters Score -9194878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -9194881.000000 Penalty: 3643.028076
	Iteration 61Q: 3 clusters Score -9194881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9194881.000000 Penalty: 3643.028076
	Iteration 62Q: 3 clusters Score -9194881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -9194891.000000 Penalty: 3643.028076
	Iteration 63Q: 3 clusters Score -9194891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9194887.000000 Penalty: 3643.028076
	Iteration 64Q: 3 clusters Score -9194887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9194885.000000 Penalty: 3643.028076
	Iteration 65Q: 3 clusters Score -9194885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -9194893.000000 Penalty: 3643.028076
	Iteration 66Q: 3 clusters Score -9194893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9194891.000000 Penalty: 3643.028076
	Iteration 67Q: 3 clusters Score -9194891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9194887.000000 Penalty: 3643.028076
	Iteration 68Q: 3 clusters Score -9194887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72869 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9194893.000000 Penalty: 3643.028076
	Iteration 69Q: 3 clusters Score -9194893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9194892.000000 Penalty: 3643.028076
	Iteration 70Q: 3 clusters Score -9194892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9194896.000000 Penalty: 3643.028076
	Iteration 71Q: 3 clusters Score -9194896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9194894.000000 Penalty: 3643.028076
	Iteration 72Q: 3 clusters Score -9194894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9194891.000000 Penalty: 3643.028076
	Iteration 73Q: 3 clusters Score -9194891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9194889.000000 Penalty: 3643.028076
	Iteration 74Q: 3 clusters Score -9194889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72890 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9194898.000000 Penalty: 3643.028076
	Iteration 75Q: 3 clusters Score -9194898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9194891.000000 Penalty: 3643.028076
	Iteration 76Q: 3 clusters Score -9194891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9194904.000000 Penalty: 3643.028076
	Iteration 77Q: 3 clusters Score -9194904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9194901.000000 Penalty: 3643.028076
	Iteration 78Q: 3 clusters Score -9194901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72899 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9194903.000000 Penalty: 3643.028076
	Iteration 79Q: 3 clusters Score -9194903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72899 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9194903.000000 Penalty: 3643.028076
	Iteration 80F: 3 clusters Score -9194903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -221682.906250 Penalty: 1227.323853
	Iteration 0F: 2 clusters Score -221682.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -219609.781250 Penalty: 2454.647705
	Iteration 0F: 3 clusters Score -219609.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -220025.312500 Penalty: 2454.647705
	Iteration 1F: 3 clusters Score -220025.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -220139.203125 Penalty: 2454.647705
	Iteration 2F: 3 clusters Score -220139.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -220203.812500 Penalty: 2454.647705
	Iteration 3Q: 3 clusters Score -220203.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -220257.890625 Penalty: 2454.647705
	Iteration 4Q: 3 clusters Score -220257.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -220302.984375 Penalty: 2454.647705
	Iteration 5Q: 3 clusters Score -220303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -220340.093750 Penalty: 2454.647705
	Iteration 6Q: 3 clusters Score -220340.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -220377.640625 Penalty: 2454.647705
	Iteration 7Q: 3 clusters Score -220377.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -220402.187500 Penalty: 2454.647705
	Iteration 8Q: 3 clusters Score -220402.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -220420.453125 Penalty: 2454.647705
	Iteration 9Q: 3 clusters Score -220420.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -220436.156250 Penalty: 2454.647705
	Iteration 10Q: 3 clusters Score -220436.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -220448.921875 Penalty: 2454.647705
	Iteration 11Q: 3 clusters Score -220448.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -220457.812500 Penalty: 2454.647705
	Iteration 12Q: 3 clusters Score -220457.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -220465.531250 Penalty: 2454.647705
	Iteration 13Q: 3 clusters Score -220465.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -220476.281250 Penalty: 2454.647705
	Iteration 14Q: 3 clusters Score -220476.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -220485.218750 Penalty: 2454.647705
	Iteration 15Q: 3 clusters Score -220485.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -220492.703125 Penalty: 2454.647705
	Iteration 16Q: 3 clusters Score -220492.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -220500.062500 Penalty: 2454.647705
	Iteration 17Q: 3 clusters Score -220500.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -220507.250000 Penalty: 2454.647705
	Iteration 18Q: 3 clusters Score -220507.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -220510.968750 Penalty: 2454.647705
	Iteration 19Q: 3 clusters Score -220511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -220515.125000 Penalty: 2454.647705
	Iteration 20F: 3 clusters Score -220515.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -220520.109375 Penalty: 2454.647705
	Iteration 21Q: 3 clusters Score -220520.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -220525.000000 Penalty: 2454.647705
	Iteration 22Q: 3 clusters Score -220525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -220527.312500 Penalty: 2454.647705
	Iteration 23Q: 3 clusters Score -220527.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -220531.906250 Penalty: 2454.647705
	Iteration 24Q: 3 clusters Score -220531.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -220537.312500 Penalty: 2454.647705
	Iteration 25Q: 3 clusters Score -220537.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -220539.578125 Penalty: 2454.647705
	Iteration 26Q: 3 clusters Score -220539.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -220542.500000 Penalty: 2454.647705
	Iteration 27Q: 3 clusters Score -220542.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -220546.687500 Penalty: 2454.647705
	Iteration 28Q: 3 clusters Score -220546.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -220550.921875 Penalty: 2454.647705
	Iteration 29Q: 3 clusters Score -220550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -220552.781250 Penalty: 2454.647705
	Iteration 30Q: 3 clusters Score -220552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -220554.609375 Penalty: 2454.647705
	Iteration 31Q: 3 clusters Score -220554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -220555.734375 Penalty: 2454.647705
	Iteration 32Q: 3 clusters Score -220555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -220556.859375 Penalty: 2454.647705
	Iteration 33Q: 3 clusters Score -220556.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -220557.734375 Penalty: 2454.647705
	Iteration 34Q: 3 clusters Score -220557.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -220557.734375 Penalty: 2454.647705
	Iteration 35F: 3 clusters Score -220557.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 34723 members 
Mstep: Class 3 contains 17021 members 
Mstep: Class 4 contains 29823 members 
Mstep: Class 5 contains 93173 members 
Mstep: Class 6 contains 17019 members 
Mstep: Class 7 contains 5644 members 
Mstep: Class 8 contains 5423 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4205 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 35789 members 
Mstep: Class 13 contains 10313 members 
Mstep: Class 14 contains 22938 members 
Mstep: Class 15 contains 16960 members 
Mstep: Class 16 contains 3955 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 1528 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 5473 members 
Mstep: Class 22 contains 73815 members 
Mstep: Class 23 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62645600.000000 Penalty: 51290.683594
Iteration 79Q: 25 clusters Score -6.26456e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 34569 members 
Mstep: Class 3 contains 16725 members 
Mstep: Class 4 contains 29861 members 
Mstep: Class 5 contains 93230 members 
Mstep: Class 6 contains 16765 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 5388 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4199 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 36430 members 
Mstep: Class 13 contains 10332 members 
Mstep: Class 14 contains 23014 members 
Mstep: Class 15 contains 17130 members 
Mstep: Class 16 contains 4146 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 18 contains 1529 members 
Mstep: Class 19 contains 2955 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 73820 members 
Mstep: Class 23 contains 1906 members 
Mstep: Class 24 contains 44013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647524.000000 Penalty: 51290.683594
Iteration 80F: 25 clusters Score -6.264752e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 34401 members 
Mstep: Class 3 contains 16506 members 
Mstep: Class 4 contains 29930 members 
Mstep: Class 5 contains 93368 members 
Mstep: Class 6 contains 16557 members 
Mstep: Class 7 contains 5634 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4185 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 36555 members 
Mstep: Class 13 contains 10387 members 
Mstep: Class 14 contains 23065 members 
Mstep: Class 15 contains 16984 members 
Mstep: Class 16 contains 4106 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 1141 members 
Mstep: Class 21 contains 5545 members 
Mstep: Class 22 contains 73798 members 
Mstep: Class 23 contains 1908 members 
Mstep: Class 24 contains 44403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647952.000000 Penalty: 51290.683594
Iteration 81Q: 25 clusters Score -6.264795e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 34287 members 
Mstep: Class 3 contains 16338 members 
Mstep: Class 4 contains 30029 members 
Mstep: Class 5 contains 93433 members 
Mstep: Class 6 contains 16383 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 5258 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4180 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 36658 members 
Mstep: Class 13 contains 10431 members 
Mstep: Class 14 contains 23136 members 
Mstep: Class 15 contains 16908 members 
Mstep: Class 16 contains 4100 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 1152 members 
Mstep: Class 21 contains 5581 members 
Mstep: Class 22 contains 73798 members 
Mstep: Class 23 contains 1911 members 
Mstep: Class 24 contains 44576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648144.000000 Penalty: 51290.683594
Iteration 82Q: 25 clusters Score -6.264814e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83256 members 
Mstep: Class 2 contains 34193 members 
Mstep: Class 3 contains 16212 members 
Mstep: Class 4 contains 30120 members 
Mstep: Class 5 contains 93463 members 
Mstep: Class 6 contains 16254 members 
Mstep: Class 7 contains 5634 members 
Mstep: Class 8 contains 5205 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4177 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 36768 members 
Mstep: Class 13 contains 10461 members 
Mstep: Class 14 contains 23189 members 
Mstep: Class 15 contains 16876 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 5606 members 
Mstep: Class 22 contains 73805 members 
Mstep: Class 23 contains 1910 members 
Mstep: Class 24 contains 44663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648156.000000 Penalty: 51290.683594
Iteration 83Q: 25 clusters Score -6.264816e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 34113 members 
Mstep: Class 3 contains 16110 members 
Mstep: Class 4 contains 30190 members 
Mstep: Class 5 contains 93485 members 
Mstep: Class 6 contains 16157 members 
Mstep: Class 7 contains 5634 members 
Mstep: Class 8 contains 5150 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 4171 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 36872 members 
Mstep: Class 13 contains 10483 members 
Mstep: Class 14 contains 23228 members 
Mstep: Class 15 contains 16853 members 
Mstep: Class 16 contains 4088 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 2933 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 5652 members 
Mstep: Class 22 contains 73822 members 
Mstep: Class 23 contains 1910 members 
Mstep: Class 24 contains 44700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648212.000000 Penalty: 51290.683594
Iteration 84Q: 25 clusters Score -6.264821e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 34036 members 
Mstep: Class 3 contains 16033 members 
Mstep: Class 4 contains 30263 members 
Mstep: Class 5 contains 93503 members 
Mstep: Class 6 contains 16065 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4167 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 36959 members 
Mstep: Class 13 contains 10498 members 
Mstep: Class 14 contains 23258 members 
Mstep: Class 15 contains 16844 members 
Mstep: Class 16 contains 4085 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2933 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 73842 members 
Mstep: Class 23 contains 1911 members 
Mstep: Class 24 contains 44728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648152.000000 Penalty: 51290.683594
Iteration 85Q: 25 clusters Score -6.264815e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 33973 members 
Mstep: Class 3 contains 15961 members 
Mstep: Class 4 contains 30326 members 
Mstep: Class 5 contains 93526 members 
Mstep: Class 6 contains 16004 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 5079 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4162 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37018 members 
Mstep: Class 13 contains 10518 members 
Mstep: Class 14 contains 23273 members 
Mstep: Class 15 contains 16839 members 
Mstep: Class 16 contains 4080 members 
Mstep: Class 17 contains 2669 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 2932 members 
Mstep: Class 20 contains 1188 members 
Mstep: Class 21 contains 5718 members 
Mstep: Class 22 contains 73858 members 
Mstep: Class 23 contains 1908 members 
Mstep: Class 24 contains 44744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648212.000000 Penalty: 51290.683594
Iteration 86Q: 25 clusters Score -6.264821e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 33933 members 
Mstep: Class 3 contains 15913 members 
Mstep: Class 4 contains 30373 members 
Mstep: Class 5 contains 93546 members 
Mstep: Class 6 contains 15965 members 
Mstep: Class 7 contains 5634 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4159 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37061 members 
Mstep: Class 13 contains 10526 members 
Mstep: Class 14 contains 23288 members 
Mstep: Class 15 contains 16835 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 5736 members 
Mstep: Class 22 contains 73886 members 
Mstep: Class 23 contains 1905 members 
Mstep: Class 24 contains 44755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648368.000000 Penalty: 51290.683594
Iteration 87Q: 25 clusters Score -6.264837e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 33895 members 
Mstep: Class 3 contains 15867 members 
Mstep: Class 4 contains 30411 members 
Mstep: Class 5 contains 93556 members 
Mstep: Class 6 contains 15937 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 5006 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4159 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37091 members 
Mstep: Class 13 contains 10535 members 
Mstep: Class 14 contains 23319 members 
Mstep: Class 15 contains 16835 members 
Mstep: Class 16 contains 4078 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 1530 members 
Mstep: Class 19 contains 2929 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 5755 members 
Mstep: Class 22 contains 73902 members 
Mstep: Class 23 contains 1902 members 
Mstep: Class 24 contains 44761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648412.000000 Penalty: 51290.683594
Iteration 88Q: 25 clusters Score -6.264841e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 33851 members 
Mstep: Class 3 contains 15821 members 
Mstep: Class 4 contains 30454 members 
Mstep: Class 5 contains 93559 members 
Mstep: Class 6 contains 15919 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4158 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37132 members 
Mstep: Class 13 contains 10541 members 
Mstep: Class 14 contains 23346 members 
Mstep: Class 15 contains 16836 members 
Mstep: Class 16 contains 4078 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 5766 members 
Mstep: Class 22 contains 73922 members 
Mstep: Class 23 contains 1901 members 
Mstep: Class 24 contains 44762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648396.000000 Penalty: 51290.683594
Iteration 89Q: 25 clusters Score -6.26484e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 33812 members 
Mstep: Class 3 contains 15780 members 
Mstep: Class 4 contains 30488 members 
Mstep: Class 5 contains 93557 members 
Mstep: Class 6 contains 15912 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 4932 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4150 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37172 members 
Mstep: Class 13 contains 10545 members 
Mstep: Class 14 contains 23377 members 
Mstep: Class 15 contains 16836 members 
Mstep: Class 16 contains 4077 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 5783 members 
Mstep: Class 22 contains 73933 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648276.000000 Penalty: 51290.683594
Iteration 90Q: 25 clusters Score -6.264828e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83212 members 
Mstep: Class 2 contains 33773 members 
Mstep: Class 3 contains 15743 members 
Mstep: Class 4 contains 30513 members 
Mstep: Class 5 contains 93558 members 
Mstep: Class 6 contains 15905 members 
Mstep: Class 7 contains 5643 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4150 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37213 members 
Mstep: Class 13 contains 10546 members 
Mstep: Class 14 contains 23395 members 
Mstep: Class 15 contains 16838 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 5801 members 
Mstep: Class 22 contains 73942 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648156.000000 Penalty: 51290.683594
Iteration 91Q: 25 clusters Score -6.264816e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83203 members 
Mstep: Class 2 contains 33742 members 
Mstep: Class 3 contains 15717 members 
Mstep: Class 4 contains 30539 members 
Mstep: Class 5 contains 93569 members 
Mstep: Class 6 contains 15893 members 
Mstep: Class 7 contains 5649 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4145 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37233 members 
Mstep: Class 13 contains 10551 members 
Mstep: Class 14 contains 23408 members 
Mstep: Class 15 contains 16835 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 5822 members 
Mstep: Class 22 contains 73951 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648164.000000 Penalty: 51290.683594
Iteration 92Q: 25 clusters Score -6.264816e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 33719 members 
Mstep: Class 3 contains 15700 members 
Mstep: Class 4 contains 30560 members 
Mstep: Class 5 contains 93570 members 
Mstep: Class 6 contains 15884 members 
Mstep: Class 7 contains 5650 members 
Mstep: Class 8 contains 4847 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4139 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37243 members 
Mstep: Class 13 contains 10559 members 
Mstep: Class 14 contains 23430 members 
Mstep: Class 15 contains 16833 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 5836 members 
Mstep: Class 22 contains 73960 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648244.000000 Penalty: 51290.683594
Iteration 93Q: 25 clusters Score -6.264824e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 33701 members 
Mstep: Class 3 contains 15688 members 
Mstep: Class 4 contains 30576 members 
Mstep: Class 5 contains 93571 members 
Mstep: Class 6 contains 15876 members 
Mstep: Class 7 contains 5649 members 
Mstep: Class 8 contains 4823 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4136 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37244 members 
Mstep: Class 13 contains 10565 members 
Mstep: Class 14 contains 23453 members 
Mstep: Class 15 contains 16833 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 5851 members 
Mstep: Class 22 contains 73970 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648288.000000 Penalty: 51290.683594
Iteration 94Q: 25 clusters Score -6.264829e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83191 members 
Mstep: Class 2 contains 33679 members 
Mstep: Class 3 contains 15685 members 
Mstep: Class 4 contains 30588 members 
Mstep: Class 5 contains 93562 members 
Mstep: Class 6 contains 15873 members 
Mstep: Class 7 contains 5649 members 
Mstep: Class 8 contains 4800 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4134 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37242 members 
Mstep: Class 13 contains 10578 members 
Mstep: Class 14 contains 23477 members 
Mstep: Class 15 contains 16832 members 
Mstep: Class 16 contains 4075 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 5861 members 
Mstep: Class 22 contains 73975 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648268.000000 Penalty: 51290.683594
Iteration 95Q: 25 clusters Score -6.264827e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83201 members 
Mstep: Class 2 contains 33657 members 
Mstep: Class 3 contains 15678 members 
Mstep: Class 4 contains 30592 members 
Mstep: Class 5 contains 93553 members 
Mstep: Class 6 contains 15870 members 
Mstep: Class 7 contains 5649 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4132 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37247 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 23493 members 
Mstep: Class 15 contains 16832 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 5868 members 
Mstep: Class 22 contains 73975 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648300.000000 Penalty: 51290.683594
Iteration 96Q: 25 clusters Score -6.26483e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 33638 members 
Mstep: Class 3 contains 15667 members 
Mstep: Class 4 contains 30597 members 
Mstep: Class 5 contains 93548 members 
Mstep: Class 6 contains 15865 members 
Mstep: Class 7 contains 5651 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4131 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37259 members 
Mstep: Class 13 contains 10598 members 
Mstep: Class 14 contains 23505 members 
Mstep: Class 15 contains 16830 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2923 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 5872 members 
Mstep: Class 22 contains 73978 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648336.000000 Penalty: 51290.683594
Iteration 97Q: 25 clusters Score -6.264834e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 33619 members 
Mstep: Class 3 contains 15658 members 
Mstep: Class 4 contains 30603 members 
Mstep: Class 5 contains 93537 members 
Mstep: Class 6 contains 15856 members 
Mstep: Class 7 contains 5651 members 
Mstep: Class 8 contains 4762 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4130 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37263 members 
Mstep: Class 13 contains 10613 members 
Mstep: Class 14 contains 23517 members 
Mstep: Class 15 contains 16830 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2923 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5881 members 
Mstep: Class 22 contains 73984 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648260.000000 Penalty: 51290.683594
Iteration 98Q: 25 clusters Score -6.264826e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 33604 members 
Mstep: Class 3 contains 15651 members 
Mstep: Class 4 contains 30609 members 
Mstep: Class 5 contains 93530 members 
Mstep: Class 6 contains 15844 members 
Mstep: Class 7 contains 5651 members 
Mstep: Class 8 contains 4752 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4129 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37273 members 
Mstep: Class 13 contains 10624 members 
Mstep: Class 14 contains 23526 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5886 members 
Mstep: Class 22 contains 73988 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648324.000000 Penalty: 51290.683594
Iteration 99Q: 25 clusters Score -6.264832e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 33596 members 
Mstep: Class 3 contains 15647 members 
Mstep: Class 4 contains 30619 members 
Mstep: Class 5 contains 93527 members 
Mstep: Class 6 contains 15832 members 
Mstep: Class 7 contains 5652 members 
Mstep: Class 8 contains 4749 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4127 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37281 members 
Mstep: Class 13 contains 10629 members 
Mstep: Class 14 contains 23530 members 
Mstep: Class 15 contains 16828 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2922 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5892 members 
Mstep: Class 22 contains 73991 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648364.000000 Penalty: 51290.683594
Iteration 100F: 25 clusters Score -6.264836e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 33594 members 
Mstep: Class 3 contains 15634 members 
Mstep: Class 4 contains 30619 members 
Mstep: Class 5 contains 93523 members 
Mstep: Class 6 contains 15826 members 
Mstep: Class 7 contains 5655 members 
Mstep: Class 8 contains 4745 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4126 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37291 members 
Mstep: Class 13 contains 10638 members 
Mstep: Class 14 contains 23534 members 
Mstep: Class 15 contains 16827 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2922 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5894 members 
Mstep: Class 22 contains 73995 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648348.000000 Penalty: 51290.683594
Iteration 101Q: 25 clusters Score -6.264835e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 33587 members 
Mstep: Class 3 contains 15621 members 
Mstep: Class 4 contains 30625 members 
Mstep: Class 5 contains 93521 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 5658 members 
Mstep: Class 8 contains 4742 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4124 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37299 members 
Mstep: Class 13 contains 10640 members 
Mstep: Class 14 contains 23537 members 
Mstep: Class 15 contains 16827 members 
Mstep: Class 16 contains 4075 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2922 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5896 members 
Mstep: Class 22 contains 74004 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648372.000000 Penalty: 51290.683594
Iteration 102Q: 25 clusters Score -6.264837e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 33585 members 
Mstep: Class 3 contains 15617 members 
Mstep: Class 4 contains 30628 members 
Mstep: Class 5 contains 93522 members 
Mstep: Class 6 contains 15819 members 
Mstep: Class 7 contains 5657 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4121 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37301 members 
Mstep: Class 13 contains 10642 members 
Mstep: Class 14 contains 23542 members 
Mstep: Class 15 contains 16828 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2922 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5895 members 
Mstep: Class 22 contains 74009 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648384.000000 Penalty: 51290.683594
Iteration 103Q: 25 clusters Score -6.264838e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 33583 members 
Mstep: Class 3 contains 15610 members 
Mstep: Class 4 contains 30634 members 
Mstep: Class 5 contains 93523 members 
Mstep: Class 6 contains 15816 members 
Mstep: Class 7 contains 5659 members 
Mstep: Class 8 contains 4728 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4115 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37304 members 
Mstep: Class 13 contains 10649 members 
Mstep: Class 14 contains 23546 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5896 members 
Mstep: Class 22 contains 74011 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648376.000000 Penalty: 51290.683594
Iteration 104Q: 25 clusters Score -6.264838e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 33581 members 
Mstep: Class 3 contains 15611 members 
Mstep: Class 4 contains 30641 members 
Mstep: Class 5 contains 93519 members 
Mstep: Class 6 contains 15812 members 
Mstep: Class 7 contains 5659 members 
Mstep: Class 8 contains 4720 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 10660 members 
Mstep: Class 14 contains 23548 members 
Mstep: Class 15 contains 16827 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5896 members 
Mstep: Class 22 contains 74011 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648392.000000 Penalty: 51290.683594
Iteration 105Q: 25 clusters Score -6.264839e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 33578 members 
Mstep: Class 3 contains 15608 members 
Mstep: Class 4 contains 30650 members 
Mstep: Class 5 contains 93516 members 
Mstep: Class 6 contains 15808 members 
Mstep: Class 7 contains 5659 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37302 members 
Mstep: Class 13 contains 10668 members 
Mstep: Class 14 contains 23553 members 
Mstep: Class 15 contains 16828 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5896 members 
Mstep: Class 22 contains 74013 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648340.000000 Penalty: 51290.683594
Iteration 106Q: 25 clusters Score -6.264834e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83210 members 
Mstep: Class 2 contains 33576 members 
Mstep: Class 3 contains 15606 members 
Mstep: Class 4 contains 30659 members 
Mstep: Class 5 contains 93502 members 
Mstep: Class 6 contains 15805 members 
Mstep: Class 7 contains 5659 members 
Mstep: Class 8 contains 4713 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37300 members 
Mstep: Class 13 contains 10678 members 
Mstep: Class 14 contains 23562 members 
Mstep: Class 15 contains 16828 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5897 members 
Mstep: Class 22 contains 74016 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648340.000000 Penalty: 51290.683594
Iteration 107Q: 25 clusters Score -6.264834e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 33576 members 
Mstep: Class 3 contains 15604 members 
Mstep: Class 4 contains 30664 members 
Mstep: Class 5 contains 93497 members 
Mstep: Class 6 contains 15801 members 
Mstep: Class 7 contains 5660 members 
Mstep: Class 8 contains 4710 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37299 members 
Mstep: Class 13 contains 10685 members 
Mstep: Class 14 contains 23570 members 
Mstep: Class 15 contains 16828 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5897 members 
Mstep: Class 22 contains 74015 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648348.000000 Penalty: 51290.683594
Iteration 108Q: 25 clusters Score -6.264835e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83203 members 
Mstep: Class 2 contains 33575 members 
Mstep: Class 3 contains 15601 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 93488 members 
Mstep: Class 6 contains 15799 members 
Mstep: Class 7 contains 5660 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4115 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37300 members 
Mstep: Class 13 contains 10696 members 
Mstep: Class 14 contains 23575 members 
Mstep: Class 15 contains 16828 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5896 members 
Mstep: Class 22 contains 74015 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648328.000000 Penalty: 51290.683594
Iteration 109Q: 25 clusters Score -6.264833e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 33575 members 
Mstep: Class 3 contains 15598 members 
Mstep: Class 4 contains 30676 members 
Mstep: Class 5 contains 93479 members 
Mstep: Class 6 contains 15797 members 
Mstep: Class 7 contains 5660 members 
Mstep: Class 8 contains 4705 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4115 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37307 members 
Mstep: Class 13 contains 10703 members 
Mstep: Class 14 contains 23576 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5896 members 
Mstep: Class 22 contains 74016 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648388.000000 Penalty: 51290.683594
Iteration 110Q: 25 clusters Score -6.264839e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 33572 members 
Mstep: Class 3 contains 15598 members 
Mstep: Class 4 contains 30683 members 
Mstep: Class 5 contains 93470 members 
Mstep: Class 6 contains 15795 members 
Mstep: Class 7 contains 5660 members 
Mstep: Class 8 contains 4700 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4115 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37310 members 
Mstep: Class 13 contains 10712 members 
Mstep: Class 14 contains 23579 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5898 members 
Mstep: Class 22 contains 74016 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648380.000000 Penalty: 51290.683594
Iteration 111Q: 25 clusters Score -6.264838e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 33566 members 
Mstep: Class 3 contains 15598 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 93458 members 
Mstep: Class 6 contains 15793 members 
Mstep: Class 7 contains 5661 members 
Mstep: Class 8 contains 4695 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37313 members 
Mstep: Class 13 contains 10721 members 
Mstep: Class 14 contains 23582 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5899 members 
Mstep: Class 22 contains 74017 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648376.000000 Penalty: 51290.683594
Iteration 112Q: 25 clusters Score -6.264838e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 33556 members 
Mstep: Class 3 contains 15597 members 
Mstep: Class 4 contains 30693 members 
Mstep: Class 5 contains 93447 members 
Mstep: Class 6 contains 15791 members 
Mstep: Class 7 contains 5661 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37318 members 
Mstep: Class 13 contains 10732 members 
Mstep: Class 14 contains 23584 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5899 members 
Mstep: Class 22 contains 74019 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648316.000000 Penalty: 51290.683594
Iteration 113Q: 25 clusters Score -6.264832e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83201 members 
Mstep: Class 2 contains 33550 members 
Mstep: Class 3 contains 15595 members 
Mstep: Class 4 contains 30692 members 
Mstep: Class 5 contains 93446 members 
Mstep: Class 6 contains 15790 members 
Mstep: Class 7 contains 5661 members 
Mstep: Class 8 contains 4685 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37321 members 
Mstep: Class 13 contains 10736 members 
Mstep: Class 14 contains 23588 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5902 members 
Mstep: Class 22 contains 74020 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648316.000000 Penalty: 51290.683594
Iteration 114Q: 25 clusters Score -6.264832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 33550 members 
Mstep: Class 3 contains 15595 members 
Mstep: Class 4 contains 30696 members 
Mstep: Class 5 contains 93438 members 
Mstep: Class 6 contains 15789 members 
Mstep: Class 7 contains 5661 members 
Mstep: Class 8 contains 4681 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37323 members 
Mstep: Class 13 contains 10739 members 
Mstep: Class 14 contains 23591 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5903 members 
Mstep: Class 22 contains 74021 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648356.000000 Penalty: 51290.683594
Iteration 115Q: 25 clusters Score -6.264836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 33552 members 
Mstep: Class 3 contains 15595 members 
Mstep: Class 4 contains 30698 members 
Mstep: Class 5 contains 93430 members 
Mstep: Class 6 contains 15789 members 
Mstep: Class 7 contains 5661 members 
Mstep: Class 8 contains 4677 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37323 members 
Mstep: Class 13 contains 10746 members 
Mstep: Class 14 contains 23593 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5902 members 
Mstep: Class 22 contains 74021 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648352.000000 Penalty: 51290.683594
Iteration 116Q: 25 clusters Score -6.264835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 33558 members 
Mstep: Class 3 contains 15593 members 
Mstep: Class 4 contains 30695 members 
Mstep: Class 5 contains 93427 members 
Mstep: Class 6 contains 15786 members 
Mstep: Class 7 contains 5661 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37325 members 
Mstep: Class 13 contains 10748 members 
Mstep: Class 14 contains 23595 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5903 members 
Mstep: Class 22 contains 74021 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648384.000000 Penalty: 51290.683594
Iteration 117Q: 25 clusters Score -6.264838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 33563 members 
Mstep: Class 3 contains 15592 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 93422 members 
Mstep: Class 6 contains 15782 members 
Mstep: Class 7 contains 5661 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37327 members 
Mstep: Class 13 contains 10752 members 
Mstep: Class 14 contains 23598 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5903 members 
Mstep: Class 22 contains 74021 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648344.000000 Penalty: 51290.683594
Iteration 118Q: 25 clusters Score -6.264834e+07 nChanged 23
Entering ConstructFrom: 
Score: -62648344.000000 Penalty: 51290.683594
Entering ConstructFrom: 
Trying to split cluster 1 (83201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83201 members 
Entering Unmasked Estep 
Score: -10279615.000000 Penalty: 1840.964844
	Iteration 0F: 2 clusters Score -1.027962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -10228312.000000 Penalty: 3681.929688
	Iteration 0F: 3 clusters Score -1.022831e+07 nChanged 39751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -10251275.000000 Penalty: 3681.929688
	Iteration 1F: 3 clusters Score -1.025128e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -10252520.000000 Penalty: 3681.929688
	Iteration 2Q: 3 clusters Score -1.025252e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -10254654.000000 Penalty: 3681.929688
	Iteration 3Q: 3 clusters Score -1.025465e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -10257957.000000 Penalty: 3681.929688
	Iteration 4F: 3 clusters Score -1.025796e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -10262736.000000 Penalty: 3681.929688
	Iteration 5F: 3 clusters Score -1.026274e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -10267574.000000 Penalty: 3681.929688
	Iteration 6F: 3 clusters Score -1.026757e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -10271648.000000 Penalty: 3681.929688
	Iteration 7F: 3 clusters Score -1.027165e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -10274539.000000 Penalty: 3681.929688
	Iteration 8Q: 3 clusters Score -1.027454e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -10276111.000000 Penalty: 3681.929688
	Iteration 9Q: 3 clusters Score -1.027611e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10276985.000000 Penalty: 3681.929688
	Iteration 10Q: 3 clusters Score -1.027698e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10277366.000000 Penalty: 3681.929688
	Iteration 11Q: 3 clusters Score -1.027737e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10277583.000000 Penalty: 3681.929688
	Iteration 12Q: 3 clusters Score -1.027758e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10277707.000000 Penalty: 3681.929688
	Iteration 13Q: 3 clusters Score -1.027771e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10277760.000000 Penalty: 3681.929688
	Iteration 14Q: 3 clusters Score -1.027776e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10277797.000000 Penalty: 3681.929688
	Iteration 15Q: 3 clusters Score -1.02778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82878 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10277829.000000 Penalty: 3681.929688
	Iteration 16Q: 3 clusters Score -1.027783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82895 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10277845.000000 Penalty: 3681.929688
	Iteration 17Q: 3 clusters Score -1.027784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10277864.000000 Penalty: 3681.929688
	Iteration 18Q: 3 clusters Score -1.027786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10277883.000000 Penalty: 3681.929688
	Iteration 19Q: 3 clusters Score -1.027788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10277886.000000 Penalty: 3681.929688
	Iteration 20F: 3 clusters Score -1.027789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10277893.000000 Penalty: 3681.929688
	Iteration 21Q: 3 clusters Score -1.027789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10277893.000000 Penalty: 3681.929688
	Iteration 22Q: 3 clusters Score -1.027789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10277891.000000 Penalty: 3681.929688
	Iteration 23Q: 3 clusters Score -1.027789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82916 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10277896.000000 Penalty: 3681.929688
	Iteration 24Q: 3 clusters Score -1.02779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82918 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10277901.000000 Penalty: 3681.929688
	Iteration 25Q: 3 clusters Score -1.02779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82918 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10277901.000000 Penalty: 3681.929688
	Iteration 26F: 3 clusters Score -1.02779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Entering Unmasked Estep 
Score: -4183222.750000 Penalty: 1693.465942
	Iteration 0F: 2 clusters Score -4183223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4160774.750000 Penalty: 3386.931885
	Iteration 0F: 3 clusters Score -4160775 nChanged 15397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4169308.250000 Penalty: 3386.931885
	Iteration 1F: 3 clusters Score -4169308 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -4169651.000000 Penalty: 3386.931885
	Iteration 2Q: 3 clusters Score -4169651 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -4169970.750000 Penalty: 3386.931885
	Iteration 3Q: 3 clusters Score -4169971 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -4170295.250000 Penalty: 3386.931885
	Iteration 4Q: 3 clusters Score -4170295 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -4170605.000000 Penalty: 3386.931885
	Iteration 5Q: 3 clusters Score -4170605 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4170915.000000 Penalty: 3386.931885
	Iteration 6Q: 3 clusters Score -4170915 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -4171247.000000 Penalty: 3386.931885
	Iteration 7Q: 3 clusters Score -4171247 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4171633.750000 Penalty: 3386.931885
	Iteration 8Q: 3 clusters Score -4171634 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -4172106.750000 Penalty: 3386.931885
	Iteration 9Q: 3 clusters Score -4172107 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -4172669.250000 Penalty: 3386.931885
	Iteration 10Q: 3 clusters Score -4172669 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -4173436.500000 Penalty: 3386.931885
	Iteration 11Q: 3 clusters Score -4173436 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -4174387.000000 Penalty: 3386.931885
	Iteration 12Q: 3 clusters Score -4174387 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -4175570.000000 Penalty: 3386.931885
	Iteration 13F: 3 clusters Score -4175570 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -4176914.500000 Penalty: 3386.931885
	Iteration 14F: 3 clusters Score -4176914 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -4178257.750000 Penalty: 3386.931885
	Iteration 15Q: 3 clusters Score -4178258 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -4179364.500000 Penalty: 3386.931885
	Iteration 16Q: 3 clusters Score -4179364 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -4180191.000000 Penalty: 3386.931885
	Iteration 17Q: 3 clusters Score -4180191 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4180697.250000 Penalty: 3386.931885
	Iteration 18Q: 3 clusters Score -4180697 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4181033.750000 Penalty: 3386.931885
	Iteration 19Q: 3 clusters Score -4181034 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4181268.750000 Penalty: 3386.931885
	Iteration 20F: 3 clusters Score -4181269 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4181478.750000 Penalty: 3386.931885
	Iteration 21Q: 3 clusters Score -4181479 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4181615.500000 Penalty: 3386.931885
	Iteration 22Q: 3 clusters Score -4181616 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4181697.750000 Penalty: 3386.931885
	Iteration 23Q: 3 clusters Score -4181698 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4181764.750000 Penalty: 3386.931885
	Iteration 24Q: 3 clusters Score -4181765 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4181823.250000 Penalty: 3386.931885
	Iteration 25Q: 3 clusters Score -4181823 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4181848.250000 Penalty: 3386.931885
	Iteration 26Q: 3 clusters Score -4181848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4181860.000000 Penalty: 3386.931885
	Iteration 27Q: 3 clusters Score -4181860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4181864.250000 Penalty: 3386.931885
	Iteration 28Q: 3 clusters Score -4181864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4181887.750000 Penalty: 3386.931885
	Iteration 29Q: 3 clusters Score -4181888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4181889.500000 Penalty: 3386.931885
	Iteration 30Q: 3 clusters Score -4181890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4181890.000000 Penalty: 3386.931885
	Iteration 31Q: 3 clusters Score -4181890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4181895.500000 Penalty: 3386.931885
	Iteration 32Q: 3 clusters Score -4181896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4181907.750000 Penalty: 3386.931885
	Iteration 33Q: 3 clusters Score -4181908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4181907.000000 Penalty: 3386.931885
	Iteration 34Q: 3 clusters Score -4181907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4181909.500000 Penalty: 3386.931885
	Iteration 35Q: 3 clusters Score -4181910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4181909.500000 Penalty: 3386.931885
	Iteration 36Q: 3 clusters Score -4181910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4181914.500000 Penalty: 3386.931885
	Iteration 37Q: 3 clusters Score -4181914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4181924.250000 Penalty: 3386.931885
	Iteration 38Q: 3 clusters Score -4181924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4181919.500000 Penalty: 3386.931885
	Iteration 39Q: 3 clusters Score -4181920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4181925.750000 Penalty: 3386.931885
	Iteration 40F: 3 clusters Score -4181926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4181920.500000 Penalty: 3386.931885
	Iteration 41Q: 3 clusters Score -4181920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4181926.250000 Penalty: 3386.931885
	Iteration 42Q: 3 clusters Score -4181926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4181932.250000 Penalty: 3386.931885
	Iteration 43Q: 3 clusters Score -4181932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4181934.500000 Penalty: 3386.931885
	Iteration 44Q: 3 clusters Score -4181934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4181932.500000 Penalty: 3386.931885
	Iteration 45Q: 3 clusters Score -4181932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4181938.750000 Penalty: 3386.931885
	Iteration 46Q: 3 clusters Score -4181939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4181933.000000 Penalty: 3386.931885
	Iteration 47Q: 3 clusters Score -4181933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4181934.000000 Penalty: 3386.931885
	Iteration 48Q: 3 clusters Score -4181934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4181938.000000 Penalty: 3386.931885
	Iteration 49Q: 3 clusters Score -4181938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4181935.750000 Penalty: 3386.931885
	Iteration 50Q: 3 clusters Score -4181936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4181935.000000 Penalty: 3386.931885
	Iteration 51Q: 3 clusters Score -4181935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4181938.250000 Penalty: 3386.931885
	Iteration 52Q: 3 clusters Score -4181938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4181939.500000 Penalty: 3386.931885
	Iteration 53Q: 3 clusters Score -4181940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4181939.500000 Penalty: 3386.931885
	Iteration 54Q: 3 clusters Score -4181940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4181941.750000 Penalty: 3386.931885
	Iteration 55Q: 3 clusters Score -4181942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4181942.000000 Penalty: 3386.931885
	Iteration 56Q: 3 clusters Score -4181942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4181942.750000 Penalty: 3386.931885
	Iteration 57Q: 3 clusters Score -4181943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4181947.000000 Penalty: 3386.931885
	Iteration 58Q: 3 clusters Score -4181947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4181947.250000 Penalty: 3386.931885
	Iteration 59Q: 3 clusters Score -4181947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4181946.250000 Penalty: 3386.931885
	Iteration 60F: 3 clusters Score -4181946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4181950.250000 Penalty: 3386.931885
	Iteration 61Q: 3 clusters Score -4181950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4181946.500000 Penalty: 3386.931885
	Iteration 62Q: 3 clusters Score -4181946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4181942.000000 Penalty: 3386.931885
	Iteration 63Q: 3 clusters Score -4181942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4181949.250000 Penalty: 3386.931885
	Iteration 64Q: 3 clusters Score -4181949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4181949.500000 Penalty: 3386.931885
	Iteration 65Q: 3 clusters Score -4181950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4181952.250000 Penalty: 3386.931885
	Iteration 66Q: 3 clusters Score -4181952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4181950.750000 Penalty: 3386.931885
	Iteration 67Q: 3 clusters Score -4181951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4181946.500000 Penalty: 3386.931885
	Iteration 68Q: 3 clusters Score -4181946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4181949.250000 Penalty: 3386.931885
	Iteration 69Q: 3 clusters Score -4181949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4181950.750000 Penalty: 3386.931885
	Iteration 70Q: 3 clusters Score -4181951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4181953.500000 Penalty: 3386.931885
	Iteration 71Q: 3 clusters Score -4181954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4181952.250000 Penalty: 3386.931885
	Iteration 72Q: 3 clusters Score -4181952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4181948.000000 Penalty: 3386.931885
	Iteration 73Q: 3 clusters Score -4181948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4181954.000000 Penalty: 3386.931885
	Iteration 74Q: 3 clusters Score -4181954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4181953.250000 Penalty: 3386.931885
	Iteration 75Q: 3 clusters Score -4181953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4181953.250000 Penalty: 3386.931885
	Iteration 76F: 3 clusters Score -4181953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Entering Unmasked Estep 
Score: -1976238.125000 Penalty: 1568.848022
	Iteration 0F: 2 clusters Score -1976238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1965503.250000 Penalty: 3137.696045
	Iteration 0F: 3 clusters Score -1965503 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1969214.000000 Penalty: 3137.696045
	Iteration 1F: 3 clusters Score -1969214 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1969472.625000 Penalty: 3137.696045
	Iteration 2Q: 3 clusters Score -1969473 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1969674.250000 Penalty: 3137.696045
	Iteration 3Q: 3 clusters Score -1969674 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1969825.625000 Penalty: 3137.696045
	Iteration 4Q: 3 clusters Score -1969826 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1969967.875000 Penalty: 3137.696045
	Iteration 5Q: 3 clusters Score -1969968 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1970115.250000 Penalty: 3137.696045
	Iteration 6Q: 3 clusters Score -1970115 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1970262.750000 Penalty: 3137.696045
	Iteration 7Q: 3 clusters Score -1970263 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1970463.375000 Penalty: 3137.696045
	Iteration 8Q: 3 clusters Score -1970463 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1970703.375000 Penalty: 3137.696045
	Iteration 9Q: 3 clusters Score -1970703 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1970999.500000 Penalty: 3137.696045
	Iteration 10Q: 3 clusters Score -1971000 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1971363.500000 Penalty: 3137.696045
	Iteration 11Q: 3 clusters Score -1971364 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1971844.375000 Penalty: 3137.696045
	Iteration 12Q: 3 clusters Score -1971844 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1972417.875000 Penalty: 3137.696045
	Iteration 13Q: 3 clusters Score -1972418 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1972982.250000 Penalty: 3137.696045
	Iteration 14Q: 3 clusters Score -1972982 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1973427.750000 Penalty: 3137.696045
	Iteration 15Q: 3 clusters Score -1973428 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1973754.125000 Penalty: 3137.696045
	Iteration 16Q: 3 clusters Score -1973754 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1974020.875000 Penalty: 3137.696045
	Iteration 17Q: 3 clusters Score -1974021 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1974208.500000 Penalty: 3137.696045
	Iteration 18Q: 3 clusters Score -1974208 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1974366.125000 Penalty: 3137.696045
	Iteration 19Q: 3 clusters Score -1974366 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1974499.375000 Penalty: 3137.696045
	Iteration 20F: 3 clusters Score -1974499 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1974597.250000 Penalty: 3137.696045
	Iteration 21Q: 3 clusters Score -1974597 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1974658.125000 Penalty: 3137.696045
	Iteration 22Q: 3 clusters Score -1974658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1974697.250000 Penalty: 3137.696045
	Iteration 23Q: 3 clusters Score -1974697 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1974720.875000 Penalty: 3137.696045
	Iteration 24Q: 3 clusters Score -1974721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1974737.875000 Penalty: 3137.696045
	Iteration 25Q: 3 clusters Score -1974738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1974751.250000 Penalty: 3137.696045
	Iteration 26Q: 3 clusters Score -1974751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1974763.250000 Penalty: 3137.696045
	Iteration 27Q: 3 clusters Score -1974763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1974774.750000 Penalty: 3137.696045
	Iteration 28Q: 3 clusters Score -1974775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1974781.000000 Penalty: 3137.696045
	Iteration 29Q: 3 clusters Score -1974781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1974796.750000 Penalty: 3137.696045
	Iteration 30Q: 3 clusters Score -1974797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1974803.875000 Penalty: 3137.696045
	Iteration 31Q: 3 clusters Score -1974804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1974811.000000 Penalty: 3137.696045
	Iteration 32Q: 3 clusters Score -1974811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1974819.000000 Penalty: 3137.696045
	Iteration 33Q: 3 clusters Score -1974819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1974830.375000 Penalty: 3137.696045
	Iteration 34Q: 3 clusters Score -1974830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1974841.500000 Penalty: 3137.696045
	Iteration 35Q: 3 clusters Score -1974842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1974852.000000 Penalty: 3137.696045
	Iteration 36Q: 3 clusters Score -1974852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1974861.750000 Penalty: 3137.696045
	Iteration 37Q: 3 clusters Score -1974862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1974869.250000 Penalty: 3137.696045
	Iteration 38Q: 3 clusters Score -1974869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1974874.750000 Penalty: 3137.696045
	Iteration 39Q: 3 clusters Score -1974875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1974878.000000 Penalty: 3137.696045
	Iteration 40F: 3 clusters Score -1974878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1974884.250000 Penalty: 3137.696045
	Iteration 41Q: 3 clusters Score -1974884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1974884.250000 Penalty: 3137.696045
	Iteration 42Q: 3 clusters Score -1974884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1974890.125000 Penalty: 3137.696045
	Iteration 43Q: 3 clusters Score -1974890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1974891.000000 Penalty: 3137.696045
	Iteration 44Q: 3 clusters Score -1974891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1974891.500000 Penalty: 3137.696045
	Iteration 45Q: 3 clusters Score -1974892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1974893.375000 Penalty: 3137.696045
	Iteration 46Q: 3 clusters Score -1974893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1974892.875000 Penalty: 3137.696045
	Iteration 47Q: 3 clusters Score -1974893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1974892.875000 Penalty: 3137.696045
	Iteration 48F: 3 clusters Score -1974893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Entering Unmasked Estep 
Score: -3848118.000000 Penalty: 1678.894653
	Iteration 0F: 2 clusters Score -3848118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3827452.250000 Penalty: 3357.789307
	Iteration 0F: 3 clusters Score -3827452 nChanged 14090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3835242.500000 Penalty: 3357.789307
	Iteration 1F: 3 clusters Score -3835242 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3835624.500000 Penalty: 3357.789307
	Iteration 2Q: 3 clusters Score -3835624 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3836056.750000 Penalty: 3357.789307
	Iteration 3Q: 3 clusters Score -3836057 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3836576.000000 Penalty: 3357.789307
	Iteration 4Q: 3 clusters Score -3836576 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3837142.500000 Penalty: 3357.789307
	Iteration 5Q: 3 clusters Score -3837142 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3837786.750000 Penalty: 3357.789307
	Iteration 6Q: 3 clusters Score -3837787 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3838618.500000 Penalty: 3357.789307
	Iteration 7F: 3 clusters Score -3838618 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3839658.250000 Penalty: 3357.789307
	Iteration 8F: 3 clusters Score -3839658 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3840872.750000 Penalty: 3357.789307
	Iteration 9F: 3 clusters Score -3840873 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -3842177.250000 Penalty: 3357.789307
	Iteration 10F: 3 clusters Score -3842177 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3843516.500000 Penalty: 3357.789307
	Iteration 11F: 3 clusters Score -3843516 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3844599.250000 Penalty: 3357.789307
	Iteration 12Q: 3 clusters Score -3844599 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -3845404.250000 Penalty: 3357.789307
	Iteration 13Q: 3 clusters Score -3845404 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3845953.000000 Penalty: 3357.789307
	Iteration 14Q: 3 clusters Score -3845953 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -3846276.500000 Penalty: 3357.789307
	Iteration 15Q: 3 clusters Score -3846276 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -3846438.000000 Penalty: 3357.789307
	Iteration 16Q: 3 clusters Score -3846438 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -3846520.750000 Penalty: 3357.789307
	Iteration 17Q: 3 clusters Score -3846521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -3846584.250000 Penalty: 3357.789307
	Iteration 18Q: 3 clusters Score -3846584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3846615.000000 Penalty: 3357.789307
	Iteration 19Q: 3 clusters Score -3846615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3846638.250000 Penalty: 3357.789307
	Iteration 20F: 3 clusters Score -3846638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -3846652.750000 Penalty: 3357.789307
	Iteration 21Q: 3 clusters Score -3846653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3846659.750000 Penalty: 3357.789307
	Iteration 22Q: 3 clusters Score -3846660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3846662.750000 Penalty: 3357.789307
	Iteration 23Q: 3 clusters Score -3846663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -3846662.750000 Penalty: 3357.789307
	Iteration 24Q: 3 clusters Score -3846663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -3846665.250000 Penalty: 3357.789307
	Iteration 25Q: 3 clusters Score -3846665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -3846664.750000 Penalty: 3357.789307
	Iteration 26Q: 3 clusters Score -3846665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3846668.500000 Penalty: 3357.789307
	Iteration 27Q: 3 clusters Score -3846668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -3846668.000000 Penalty: 3357.789307
	Iteration 28Q: 3 clusters Score -3846668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -3846668.000000 Penalty: 3357.789307
	Iteration 29F: 3 clusters Score -3846668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (93417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Entering Unmasked Estep 
Score: -11569899.000000 Penalty: 1859.784668
	Iteration 0F: 2 clusters Score -1.15699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -11517885.000000 Penalty: 3719.569336
	Iteration 0F: 3 clusters Score -1.151788e+07 nChanged 44566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -11543532.000000 Penalty: 3719.569336
	Iteration 1F: 3 clusters Score -1.154353e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -11544164.000000 Penalty: 3719.569336
	Iteration 2Q: 3 clusters Score -1.154416e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -11544760.000000 Penalty: 3719.569336
	Iteration 3Q: 3 clusters Score -1.154476e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -11545465.000000 Penalty: 3719.569336
	Iteration 4Q: 3 clusters Score -1.154546e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -11546225.000000 Penalty: 3719.569336
	Iteration 5Q: 3 clusters Score -1.154622e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -11547005.000000 Penalty: 3719.569336
	Iteration 6Q: 3 clusters Score -1.1547e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -11547945.000000 Penalty: 3719.569336
	Iteration 7Q: 3 clusters Score -1.154794e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -11549209.000000 Penalty: 3719.569336
	Iteration 8Q: 3 clusters Score -1.154921e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -11550778.000000 Penalty: 3719.569336
	Iteration 9Q: 3 clusters Score -1.155078e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -11553130.000000 Penalty: 3719.569336
	Iteration 10Q: 3 clusters Score -1.155313e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -11556194.000000 Penalty: 3719.569336
	Iteration 11F: 3 clusters Score -1.155619e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -11559127.000000 Penalty: 3719.569336
	Iteration 12F: 3 clusters Score -1.155913e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -11560840.000000 Penalty: 3719.569336
	Iteration 13Q: 3 clusters Score -1.156084e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -11561539.000000 Penalty: 3719.569336
	Iteration 14Q: 3 clusters Score -1.156154e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -11561711.000000 Penalty: 3719.569336
	Iteration 15Q: 3 clusters Score -1.156171e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -11561883.000000 Penalty: 3719.569336
	Iteration 16Q: 3 clusters Score -1.156188e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -11561959.000000 Penalty: 3719.569336
	Iteration 17Q: 3 clusters Score -1.156196e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -11562028.000000 Penalty: 3719.569336
	Iteration 18Q: 3 clusters Score -1.156203e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -11562111.000000 Penalty: 3719.569336
	Iteration 19Q: 3 clusters Score -1.156211e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -11562214.000000 Penalty: 3719.569336
	Iteration 20F: 3 clusters Score -1.156221e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -11562310.000000 Penalty: 3719.569336
	Iteration 21Q: 3 clusters Score -1.156231e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -11562360.000000 Penalty: 3719.569336
	Iteration 22Q: 3 clusters Score -1.156236e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -11562529.000000 Penalty: 3719.569336
	Iteration 23Q: 3 clusters Score -1.156253e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -11562663.000000 Penalty: 3719.569336
	Iteration 24Q: 3 clusters Score -1.156266e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -11562776.000000 Penalty: 3719.569336
	Iteration 25Q: 3 clusters Score -1.156278e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -11562932.000000 Penalty: 3719.569336
	Iteration 26Q: 3 clusters Score -1.156293e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -11563133.000000 Penalty: 3719.569336
	Iteration 27Q: 3 clusters Score -1.156313e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -11563387.000000 Penalty: 3719.569336
	Iteration 28Q: 3 clusters Score -1.156339e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -11563514.000000 Penalty: 3719.569336
	Iteration 29Q: 3 clusters Score -1.156351e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -11563767.000000 Penalty: 3719.569336
	Iteration 30Q: 3 clusters Score -1.156377e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -11564035.000000 Penalty: 3719.569336
	Iteration 31Q: 3 clusters Score -1.156404e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -11564272.000000 Penalty: 3719.569336
	Iteration 32Q: 3 clusters Score -1.156427e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -11564540.000000 Penalty: 3719.569336
	Iteration 33Q: 3 clusters Score -1.156454e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -11564804.000000 Penalty: 3719.569336
	Iteration 34Q: 3 clusters Score -1.15648e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -11565126.000000 Penalty: 3719.569336
	Iteration 35Q: 3 clusters Score -1.156513e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -11565470.000000 Penalty: 3719.569336
	Iteration 36Q: 3 clusters Score -1.156547e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -11565729.000000 Penalty: 3719.569336
	Iteration 37Q: 3 clusters Score -1.156573e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -11566039.000000 Penalty: 3719.569336
	Iteration 38Q: 3 clusters Score -1.156604e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -11566395.000000 Penalty: 3719.569336
	Iteration 39Q: 3 clusters Score -1.15664e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -11566715.000000 Penalty: 3719.569336
	Iteration 40F: 3 clusters Score -1.156672e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -11567108.000000 Penalty: 3719.569336
	Iteration 41Q: 3 clusters Score -1.156711e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -11567459.000000 Penalty: 3719.569336
	Iteration 42Q: 3 clusters Score -1.156746e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -11567701.000000 Penalty: 3719.569336
	Iteration 43Q: 3 clusters Score -1.15677e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -11567848.000000 Penalty: 3719.569336
	Iteration 44Q: 3 clusters Score -1.156785e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -11567982.000000 Penalty: 3719.569336
	Iteration 45Q: 3 clusters Score -1.156798e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -11568062.000000 Penalty: 3719.569336
	Iteration 46Q: 3 clusters Score -1.156806e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -11568182.000000 Penalty: 3719.569336
	Iteration 47Q: 3 clusters Score -1.156818e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -11568249.000000 Penalty: 3719.569336
	Iteration 48Q: 3 clusters Score -1.156825e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -11568301.000000 Penalty: 3719.569336
	Iteration 49Q: 3 clusters Score -1.15683e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -11568416.000000 Penalty: 3719.569336
	Iteration 50Q: 3 clusters Score -1.156842e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -11568463.000000 Penalty: 3719.569336
	Iteration 51Q: 3 clusters Score -1.156846e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -11568513.000000 Penalty: 3719.569336
	Iteration 52Q: 3 clusters Score -1.156851e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -11568582.000000 Penalty: 3719.569336
	Iteration 53Q: 3 clusters Score -1.156858e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -11568637.000000 Penalty: 3719.569336
	Iteration 54Q: 3 clusters Score -1.156864e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -11568679.000000 Penalty: 3719.569336
	Iteration 55Q: 3 clusters Score -1.156868e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -11568710.000000 Penalty: 3719.569336
	Iteration 56Q: 3 clusters Score -1.156871e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -11568761.000000 Penalty: 3719.569336
	Iteration 57Q: 3 clusters Score -1.156876e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -11568792.000000 Penalty: 3719.569336
	Iteration 58Q: 3 clusters Score -1.156879e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -11568803.000000 Penalty: 3719.569336
	Iteration 59Q: 3 clusters Score -1.15688e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -11568799.000000 Penalty: 3719.569336
	Iteration 60F: 3 clusters Score -1.15688e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -11568834.000000 Penalty: 3719.569336
	Iteration 61Q: 3 clusters Score -1.156883e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -11568848.000000 Penalty: 3719.569336
	Iteration 62Q: 3 clusters Score -1.156885e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -11568872.000000 Penalty: 3719.569336
	Iteration 63Q: 3 clusters Score -1.156887e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -11568882.000000 Penalty: 3719.569336
	Iteration 64Q: 3 clusters Score -1.156888e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -11568847.000000 Penalty: 3719.569336
	Iteration 65Q: 3 clusters Score -1.156885e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -11568820.000000 Penalty: 3719.569336
	Iteration 66Q: 3 clusters Score -1.156882e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -11568796.000000 Penalty: 3719.569336
	Iteration 67Q: 3 clusters Score -1.15688e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -11568807.000000 Penalty: 3719.569336
	Iteration 68Q: 3 clusters Score -1.156881e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -11568819.000000 Penalty: 3719.569336
	Iteration 69Q: 3 clusters Score -1.156882e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -11568819.000000 Penalty: 3719.569336
	Iteration 70Q: 3 clusters Score -1.156882e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -11568831.000000 Penalty: 3719.569336
	Iteration 71Q: 3 clusters Score -1.156883e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -11568841.000000 Penalty: 3719.569336
	Iteration 72Q: 3 clusters Score -1.156884e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -11568823.000000 Penalty: 3719.569336
	Iteration 73Q: 3 clusters Score -1.156882e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -11568827.000000 Penalty: 3719.569336
	Iteration 74Q: 3 clusters Score -1.156883e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -11568824.000000 Penalty: 3719.569336
	Iteration 75Q: 3 clusters Score -1.156882e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -11568801.000000 Penalty: 3719.569336
	Iteration 76Q: 3 clusters Score -1.15688e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -11568800.000000 Penalty: 3719.569336
	Iteration 77Q: 3 clusters Score -1.15688e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -11568814.000000 Penalty: 3719.569336
	Iteration 78Q: 3 clusters Score -1.156881e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -11568840.000000 Penalty: 3719.569336
	Iteration 79Q: 3 clusters Score -1.156884e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -11568834.000000 Penalty: 3719.569336
	Iteration 80F: 3 clusters Score -1.156883e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -11568832.000000 Penalty: 3719.569336
	Iteration 81Q: 3 clusters Score -1.156883e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -11568835.000000 Penalty: 3719.569336
	Iteration 82Q: 3 clusters Score -1.156884e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -11568827.000000 Penalty: 3719.569336
	Iteration 83Q: 3 clusters Score -1.156883e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -11568830.000000 Penalty: 3719.569336
	Iteration 84Q: 3 clusters Score -1.156883e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -11568821.000000 Penalty: 3719.569336
	Iteration 85Q: 3 clusters Score -1.156882e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -11568848.000000 Penalty: 3719.569336
	Iteration 86Q: 3 clusters Score -1.156885e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -11568860.000000 Penalty: 3719.569336
	Iteration 87Q: 3 clusters Score -1.156886e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -11568855.000000 Penalty: 3719.569336
	Iteration 88Q: 3 clusters Score -1.156886e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -11568835.000000 Penalty: 3719.569336
	Iteration 89Q: 3 clusters Score -1.156884e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -11568853.000000 Penalty: 3719.569336
	Iteration 90Q: 3 clusters Score -1.156885e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -11568846.000000 Penalty: 3719.569336
	Iteration 91Q: 3 clusters Score -1.156885e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -11568841.000000 Penalty: 3719.569336
	Iteration 92Q: 3 clusters Score -1.156884e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -11568846.000000 Penalty: 3719.569336
	Iteration 93Q: 3 clusters Score -1.156885e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -11568862.000000 Penalty: 3719.569336
	Iteration 94Q: 3 clusters Score -1.156886e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -11568878.000000 Penalty: 3719.569336
	Iteration 95Q: 3 clusters Score -1.156888e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -11568869.000000 Penalty: 3719.569336
	Iteration 96Q: 3 clusters Score -1.156887e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -11568858.000000 Penalty: 3719.569336
	Iteration 97Q: 3 clusters Score -1.156886e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -11568852.000000 Penalty: 3719.569336
	Iteration 98Q: 3 clusters Score -1.156885e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -11568854.000000 Penalty: 3719.569336
	Iteration 99Q: 3 clusters Score -1.156885e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -11568849.000000 Penalty: 3719.569336
	Iteration 100F: 3 clusters Score -1.156885e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -11568867.000000 Penalty: 3719.569336
	Iteration 101Q: 3 clusters Score -1.156887e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -11568850.000000 Penalty: 3719.569336
	Iteration 102Q: 3 clusters Score -1.156885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -11568859.000000 Penalty: 3719.569336
	Iteration 103Q: 3 clusters Score -1.156886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -11568851.000000 Penalty: 3719.569336
	Iteration 104Q: 3 clusters Score -1.156885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -11568858.000000 Penalty: 3719.569336
	Iteration 105Q: 3 clusters Score -1.156886e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -11568855.000000 Penalty: 3719.569336
	Iteration 106Q: 3 clusters Score -1.156886e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -11568842.000000 Penalty: 3719.569336
	Iteration 107Q: 3 clusters Score -1.156884e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -11568840.000000 Penalty: 3719.569336
	Iteration 108Q: 3 clusters Score -1.156884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -11568852.000000 Penalty: 3719.569336
	Iteration 109Q: 3 clusters Score -1.156885e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -11568849.000000 Penalty: 3719.569336
	Iteration 110Q: 3 clusters Score -1.156885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -11568860.000000 Penalty: 3719.569336
	Iteration 111Q: 3 clusters Score -1.156886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -11568865.000000 Penalty: 3719.569336
	Iteration 112Q: 3 clusters Score -1.156886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -11568868.000000 Penalty: 3719.569336
	Iteration 113Q: 3 clusters Score -1.156887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -11568867.000000 Penalty: 3719.569336
	Iteration 114Q: 3 clusters Score -1.156887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -11568866.000000 Penalty: 3719.569336
	Iteration 115Q: 3 clusters Score -1.156887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -11568864.000000 Penalty: 3719.569336
	Iteration 116Q: 3 clusters Score -1.156886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -11568870.000000 Penalty: 3719.569336
	Iteration 117Q: 3 clusters Score -1.156887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -11568883.000000 Penalty: 3719.569336
	Iteration 118Q: 3 clusters Score -1.156888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -11568885.000000 Penalty: 3719.569336
	Iteration 119Q: 3 clusters Score -1.156888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -11568891.000000 Penalty: 3719.569336
	Iteration 120F: 3 clusters Score -1.156889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -11568886.000000 Penalty: 3719.569336
	Iteration 121Q: 3 clusters Score -1.156889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -11568882.000000 Penalty: 3719.569336
	Iteration 122Q: 3 clusters Score -1.156888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -11568885.000000 Penalty: 3719.569336
	Iteration 123Q: 3 clusters Score -1.156888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -11568877.000000 Penalty: 3719.569336
	Iteration 124Q: 3 clusters Score -1.156888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -11568880.000000 Penalty: 3719.569336
	Iteration 125Q: 3 clusters Score -1.156888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -11568880.000000 Penalty: 3719.569336
	Iteration 126F: 3 clusters Score -1.156888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Entering Unmasked Estep 
Score: -1984989.750000 Penalty: 1570.785522
	Iteration 0F: 2 clusters Score -1984990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1974115.875000 Penalty: 3141.571045
	Iteration 0F: 3 clusters Score -1974116 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1978120.125000 Penalty: 3141.571045
	Iteration 1F: 3 clusters Score -1978120 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1978604.750000 Penalty: 3141.571045
	Iteration 2F: 3 clusters Score -1978605 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1979093.375000 Penalty: 3141.571045
	Iteration 3F: 3 clusters Score -1979093 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1979577.625000 Penalty: 3141.571045
	Iteration 4F: 3 clusters Score -1979578 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1980075.125000 Penalty: 3141.571045
	Iteration 5F: 3 clusters Score -1980075 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1980511.125000 Penalty: 3141.571045
	Iteration 6Q: 3 clusters Score -1980511 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1980994.500000 Penalty: 3141.571045
	Iteration 7Q: 3 clusters Score -1980994 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1981623.250000 Penalty: 3141.571045
	Iteration 8Q: 3 clusters Score -1981623 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1982458.625000 Penalty: 3141.571045
	Iteration 9F: 3 clusters Score -1982459 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1983528.000000 Penalty: 3141.571045
	Iteration 10F: 3 clusters Score -1983528 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1984645.625000 Penalty: 3141.571045
	Iteration 11Q: 3 clusters Score -1984646 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1985396.750000 Penalty: 3141.571045
	Iteration 12Q: 3 clusters Score -1985397 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1985746.375000 Penalty: 3141.571045
	Iteration 13Q: 3 clusters Score -1985746 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1985886.250000 Penalty: 3141.571045
	Iteration 14Q: 3 clusters Score -1985886 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1985943.375000 Penalty: 3141.571045
	Iteration 15Q: 3 clusters Score -1985943 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1985962.375000 Penalty: 3141.571045
	Iteration 16Q: 3 clusters Score -1985962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1985981.000000 Penalty: 3141.571045
	Iteration 17Q: 3 clusters Score -1985981 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1985992.625000 Penalty: 3141.571045
	Iteration 18Q: 3 clusters Score -1985993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1986000.625000 Penalty: 3141.571045
	Iteration 19Q: 3 clusters Score -1986001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1986000.750000 Penalty: 3141.571045
	Iteration 20F: 3 clusters Score -1986001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1986011.875000 Penalty: 3141.571045
	Iteration 21Q: 3 clusters Score -1986012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1986012.125000 Penalty: 3141.571045
	Iteration 22Q: 3 clusters Score -1986012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1986010.750000 Penalty: 3141.571045
	Iteration 23Q: 3 clusters Score -1986011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1986016.375000 Penalty: 3141.571045
	Iteration 24Q: 3 clusters Score -1986016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1986013.375000 Penalty: 3141.571045
	Iteration 25Q: 3 clusters Score -1986013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1986015.625000 Penalty: 3141.571045
	Iteration 26Q: 3 clusters Score -1986016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1986010.750000 Penalty: 3141.571045
	Iteration 27Q: 3 clusters Score -1986011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1986011.875000 Penalty: 3141.571045
	Iteration 28Q: 3 clusters Score -1986012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1986012.875000 Penalty: 3141.571045
	Iteration 29Q: 3 clusters Score -1986013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1986013.375000 Penalty: 3141.571045
	Iteration 30Q: 3 clusters Score -1986013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1986012.375000 Penalty: 3141.571045
	Iteration 31Q: 3 clusters Score -1986012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1986011.000000 Penalty: 3141.571045
	Iteration 32Q: 3 clusters Score -1986011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1986012.000000 Penalty: 3141.571045
	Iteration 33Q: 3 clusters Score -1986012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1986012.750000 Penalty: 3141.571045
	Iteration 34Q: 3 clusters Score -1986013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1986014.125000 Penalty: 3141.571045
	Iteration 35Q: 3 clusters Score -1986014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1986014.125000 Penalty: 3141.571045
	Iteration 36F: 3 clusters Score -1986014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83201 members 
Mstep: Class 2 contains 33568 members 
Mstep: Class 3 contains 15591 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 93417 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 5660 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37325 members 
Mstep: Class 13 contains 10755 members 
Mstep: Class 14 contains 23601 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5904 members 
Mstep: Class 22 contains 74021 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44779 members 
Mstep: Class 25 contains 9472 members 
Entering Unmasked Estep 
Score: -62648596.000000 Penalty: 53427.796875
Splitting cluster 6 changes total score from -62648344.000000 to -62648596.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -672604.687500 Penalty: 1404.191650
	Iteration 0F: 2 clusters Score -672604.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -668199.375000 Penalty: 2808.383301
	Iteration 0F: 3 clusters Score -668199.4 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -669386.062500 Penalty: 2808.383301
	Iteration 1F: 3 clusters Score -669386.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -669549.000000 Penalty: 2808.383301
	Iteration 2F: 3 clusters Score -669549 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -669671.375000 Penalty: 2808.383301
	Iteration 3Q: 3 clusters Score -669671.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -669767.937500 Penalty: 2808.383301
	Iteration 4Q: 3 clusters Score -669767.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -669865.562500 Penalty: 2808.383301
	Iteration 5Q: 3 clusters Score -669865.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -669941.250000 Penalty: 2808.383301
	Iteration 6Q: 3 clusters Score -669941.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -670009.875000 Penalty: 2808.383301
	Iteration 7Q: 3 clusters Score -670009.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -670074.500000 Penalty: 2808.383301
	Iteration 8Q: 3 clusters Score -670074.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -670150.687500 Penalty: 2808.383301
	Iteration 9Q: 3 clusters Score -670150.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -670246.687500 Penalty: 2808.383301
	Iteration 10Q: 3 clusters Score -670246.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -670348.062500 Penalty: 2808.383301
	Iteration 11Q: 3 clusters Score -670348.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -670482.937500 Penalty: 2808.383301
	Iteration 12Q: 3 clusters Score -670482.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -670620.500000 Penalty: 2808.383301
	Iteration 13Q: 3 clusters Score -670620.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -670779.687500 Penalty: 2808.383301
	Iteration 14Q: 3 clusters Score -670779.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -670899.812500 Penalty: 2808.383301
	Iteration 15Q: 3 clusters Score -670899.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -671028.187500 Penalty: 2808.383301
	Iteration 16Q: 3 clusters Score -671028.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -671135.937500 Penalty: 2808.383301
	Iteration 17Q: 3 clusters Score -671135.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -671222.375000 Penalty: 2808.383301
	Iteration 18Q: 3 clusters Score -671222.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -671277.312500 Penalty: 2808.383301
	Iteration 19Q: 3 clusters Score -671277.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -671318.375000 Penalty: 2808.383301
	Iteration 20F: 3 clusters Score -671318.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -671343.562500 Penalty: 2808.383301
	Iteration 21Q: 3 clusters Score -671343.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -671368.000000 Penalty: 2808.383301
	Iteration 22Q: 3 clusters Score -671368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -671386.312500 Penalty: 2808.383301
	Iteration 23Q: 3 clusters Score -671386.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -671398.875000 Penalty: 2808.383301
	Iteration 24Q: 3 clusters Score -671398.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -671408.062500 Penalty: 2808.383301
	Iteration 25Q: 3 clusters Score -671408.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -671422.562500 Penalty: 2808.383301
	Iteration 26Q: 3 clusters Score -671422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -671427.312500 Penalty: 2808.383301
	Iteration 27Q: 3 clusters Score -671427.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -671431.125000 Penalty: 2808.383301
	Iteration 28Q: 3 clusters Score -671431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -671432.000000 Penalty: 2808.383301
	Iteration 29Q: 3 clusters Score -671432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -671434.500000 Penalty: 2808.383301
	Iteration 30Q: 3 clusters Score -671434.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -671434.500000 Penalty: 2808.383301
	Iteration 31F: 3 clusters Score -671434.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Entering Unmasked Estep 
Score: -574870.312500 Penalty: 1373.157227
	Iteration 0F: 2 clusters Score -574870.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -571019.750000 Penalty: 2746.314453
	Iteration 0F: 3 clusters Score -571019.8 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -572127.875000 Penalty: 2746.314453
	Iteration 1F: 3 clusters Score -572127.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -572340.000000 Penalty: 2746.314453
	Iteration 2F: 3 clusters Score -572340 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -572512.875000 Penalty: 2746.314453
	Iteration 3F: 3 clusters Score -572512.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -572663.625000 Penalty: 2746.314453
	Iteration 4Q: 3 clusters Score -572663.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -572831.062500 Penalty: 2746.314453
	Iteration 5Q: 3 clusters Score -572831.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -573012.000000 Penalty: 2746.314453
	Iteration 6Q: 3 clusters Score -573012 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -573198.250000 Penalty: 2746.314453
	Iteration 7Q: 3 clusters Score -573198.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -573403.875000 Penalty: 2746.314453
	Iteration 8Q: 3 clusters Score -573403.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -573548.875000 Penalty: 2746.314453
	Iteration 9Q: 3 clusters Score -573548.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -573646.937500 Penalty: 2746.314453
	Iteration 10Q: 3 clusters Score -573646.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -573714.125000 Penalty: 2746.314453
	Iteration 11Q: 3 clusters Score -573714.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -573764.312500 Penalty: 2746.314453
	Iteration 12Q: 3 clusters Score -573764.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -573803.937500 Penalty: 2746.314453
	Iteration 13Q: 3 clusters Score -573803.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -573829.500000 Penalty: 2746.314453
	Iteration 14Q: 3 clusters Score -573829.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -573849.000000 Penalty: 2746.314453
	Iteration 15Q: 3 clusters Score -573849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -573862.250000 Penalty: 2746.314453
	Iteration 16Q: 3 clusters Score -573862.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -573873.687500 Penalty: 2746.314453
	Iteration 17Q: 3 clusters Score -573873.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -573880.687500 Penalty: 2746.314453
	Iteration 18Q: 3 clusters Score -573880.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -573883.375000 Penalty: 2746.314453
	Iteration 19Q: 3 clusters Score -573883.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -573886.437500 Penalty: 2746.314453
	Iteration 20F: 3 clusters Score -573886.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -573891.375000 Penalty: 2746.314453
	Iteration 21Q: 3 clusters Score -573891.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -573892.937500 Penalty: 2746.314453
	Iteration 22Q: 3 clusters Score -573892.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -573895.875000 Penalty: 2746.314453
	Iteration 23Q: 3 clusters Score -573895.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -573898.937500 Penalty: 2746.314453
	Iteration 24Q: 3 clusters Score -573898.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -573899.625000 Penalty: 2746.314453
	Iteration 25Q: 3 clusters Score -573899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -573901.062500 Penalty: 2746.314453
	Iteration 26Q: 3 clusters Score -573901.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -573903.312500 Penalty: 2746.314453
	Iteration 27Q: 3 clusters Score -573903.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -573904.625000 Penalty: 2746.314453
	Iteration 28Q: 3 clusters Score -573904.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -573905.375000 Penalty: 2746.314453
	Iteration 29Q: 3 clusters Score -573905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -573906.750000 Penalty: 2746.314453
	Iteration 30Q: 3 clusters Score -573906.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -573906.750000 Penalty: 2746.314453
	Iteration 31F: 3 clusters Score -573906.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -31715.990234 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -31715.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30906.609375 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -30906.61 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31068.949219 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -31068.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31095.500000 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -31095.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31100.666016 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -31100.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31102.863281 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -31102.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31103.718750 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -31103.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31103.718750 Penalty: 1892.489868
	Iteration 6F: 3 clusters Score -31103.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -485948.375000 Penalty: 1352.349609
	Iteration 0F: 2 clusters Score -485948.4 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 2052 members 
Entering Unmasked Estep 
Score: -482501.312500 Penalty: 2704.699219
	Iteration 0F: 3 clusters Score -482501.3 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -483401.000000 Penalty: 2704.699219
	Iteration 1F: 3 clusters Score -483401 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -483561.093750 Penalty: 2704.699219
	Iteration 2F: 3 clusters Score -483561.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -483667.468750 Penalty: 2704.699219
	Iteration 3F: 3 clusters Score -483667.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -483743.312500 Penalty: 2704.699219
	Iteration 4Q: 3 clusters Score -483743.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -483804.250000 Penalty: 2704.699219
	Iteration 5Q: 3 clusters Score -483804.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -483846.218750 Penalty: 2704.699219
	Iteration 6Q: 3 clusters Score -483846.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -483876.000000 Penalty: 2704.699219
	Iteration 7Q: 3 clusters Score -483876 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -483896.937500 Penalty: 2704.699219
	Iteration 8Q: 3 clusters Score -483896.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -483914.750000 Penalty: 2704.699219
	Iteration 9Q: 3 clusters Score -483914.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -483929.531250 Penalty: 2704.699219
	Iteration 10Q: 3 clusters Score -483929.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -483944.625000 Penalty: 2704.699219
	Iteration 11Q: 3 clusters Score -483944.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -483959.250000 Penalty: 2704.699219
	Iteration 12Q: 3 clusters Score -483959.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -483970.406250 Penalty: 2704.699219
	Iteration 13Q: 3 clusters Score -483970.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -483983.531250 Penalty: 2704.699219
	Iteration 14Q: 3 clusters Score -483983.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -483997.968750 Penalty: 2704.699219
	Iteration 15Q: 3 clusters Score -483998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -484012.468750 Penalty: 2704.699219
	Iteration 16Q: 3 clusters Score -484012.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -484026.750000 Penalty: 2704.699219
	Iteration 17Q: 3 clusters Score -484026.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -484039.781250 Penalty: 2704.699219
	Iteration 18Q: 3 clusters Score -484039.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -484050.000000 Penalty: 2704.699219
	Iteration 19Q: 3 clusters Score -484050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -484061.906250 Penalty: 2704.699219
	Iteration 20F: 3 clusters Score -484061.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -484073.656250 Penalty: 2704.699219
	Iteration 21Q: 3 clusters Score -484073.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -484086.437500 Penalty: 2704.699219
	Iteration 22Q: 3 clusters Score -484086.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -484103.281250 Penalty: 2704.699219
	Iteration 23Q: 3 clusters Score -484103.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -484124.187500 Penalty: 2704.699219
	Iteration 24Q: 3 clusters Score -484124.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -484144.250000 Penalty: 2704.699219
	Iteration 25Q: 3 clusters Score -484144.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -484171.687500 Penalty: 2704.699219
	Iteration 26Q: 3 clusters Score -484171.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -484204.000000 Penalty: 2704.699219
	Iteration 27Q: 3 clusters Score -484204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -484241.125000 Penalty: 2704.699219
	Iteration 28Q: 3 clusters Score -484241.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -484274.375000 Penalty: 2704.699219
	Iteration 29Q: 3 clusters Score -484274.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -484316.937500 Penalty: 2704.699219
	Iteration 30Q: 3 clusters Score -484316.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -484369.843750 Penalty: 2704.699219
	Iteration 31Q: 3 clusters Score -484369.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -484417.437500 Penalty: 2704.699219
	Iteration 32Q: 3 clusters Score -484417.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -484466.968750 Penalty: 2704.699219
	Iteration 33Q: 3 clusters Score -484467 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -484503.718750 Penalty: 2704.699219
	Iteration 34Q: 3 clusters Score -484503.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -484545.531250 Penalty: 2704.699219
	Iteration 35Q: 3 clusters Score -484545.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -484576.406250 Penalty: 2704.699219
	Iteration 36Q: 3 clusters Score -484576.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -484609.562500 Penalty: 2704.699219
	Iteration 37Q: 3 clusters Score -484609.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -484641.156250 Penalty: 2704.699219
	Iteration 38Q: 3 clusters Score -484641.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -484664.093750 Penalty: 2704.699219
	Iteration 39Q: 3 clusters Score -484664.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -484680.656250 Penalty: 2704.699219
	Iteration 40F: 3 clusters Score -484680.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -484694.968750 Penalty: 2704.699219
	Iteration 41Q: 3 clusters Score -484695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -484704.593750 Penalty: 2704.699219
	Iteration 42Q: 3 clusters Score -484704.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -484715.718750 Penalty: 2704.699219
	Iteration 43Q: 3 clusters Score -484715.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -484722.875000 Penalty: 2704.699219
	Iteration 44Q: 3 clusters Score -484722.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -484731.187500 Penalty: 2704.699219
	Iteration 45Q: 3 clusters Score -484731.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -484737.812500 Penalty: 2704.699219
	Iteration 46Q: 3 clusters Score -484737.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -484742.562500 Penalty: 2704.699219
	Iteration 47Q: 3 clusters Score -484742.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -484748.562500 Penalty: 2704.699219
	Iteration 48Q: 3 clusters Score -484748.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -484753.343750 Penalty: 2704.699219
	Iteration 49Q: 3 clusters Score -484753.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -484759.312500 Penalty: 2704.699219
	Iteration 50Q: 3 clusters Score -484759.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -484762.312500 Penalty: 2704.699219
	Iteration 51Q: 3 clusters Score -484762.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -484766.531250 Penalty: 2704.699219
	Iteration 52Q: 3 clusters Score -484766.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -484771.437500 Penalty: 2704.699219
	Iteration 53Q: 3 clusters Score -484771.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -484773.687500 Penalty: 2704.699219
	Iteration 54Q: 3 clusters Score -484773.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -484775.968750 Penalty: 2704.699219
	Iteration 55Q: 3 clusters Score -484776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -484779.406250 Penalty: 2704.699219
	Iteration 56Q: 3 clusters Score -484779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -484779.343750 Penalty: 2704.699219
	Iteration 57Q: 3 clusters Score -484779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -484785.031250 Penalty: 2704.699219
	Iteration 58Q: 3 clusters Score -484785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -484789.593750 Penalty: 2704.699219
	Iteration 59Q: 3 clusters Score -484789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -484792.843750 Penalty: 2704.699219
	Iteration 60F: 3 clusters Score -484792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -484797.875000 Penalty: 2704.699219
	Iteration 61Q: 3 clusters Score -484797.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -484804.625000 Penalty: 2704.699219
	Iteration 62Q: 3 clusters Score -484804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -484808.156250 Penalty: 2704.699219
	Iteration 63Q: 3 clusters Score -484808.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -484811.062500 Penalty: 2704.699219
	Iteration 64Q: 3 clusters Score -484811.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -484815.531250 Penalty: 2704.699219
	Iteration 65Q: 3 clusters Score -484815.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -484819.343750 Penalty: 2704.699219
	Iteration 66Q: 3 clusters Score -484819.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -484823.000000 Penalty: 2704.699219
	Iteration 67Q: 3 clusters Score -484823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -484826.125000 Penalty: 2704.699219
	Iteration 68Q: 3 clusters Score -484826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -484827.968750 Penalty: 2704.699219
	Iteration 69Q: 3 clusters Score -484828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -484828.187500 Penalty: 2704.699219
	Iteration 70Q: 3 clusters Score -484828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -484828.781250 Penalty: 2704.699219
	Iteration 71Q: 3 clusters Score -484828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -484830.406250 Penalty: 2704.699219
	Iteration 72Q: 3 clusters Score -484830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -484831.750000 Penalty: 2704.699219
	Iteration 73Q: 3 clusters Score -484831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -484832.000000 Penalty: 2704.699219
	Iteration 74Q: 3 clusters Score -484832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -484832.000000 Penalty: 2704.699219
	Iteration 75F: 3 clusters Score -484832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17830.117188 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17830.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17201.656250 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -17201.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -17352.925781 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -17352.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -17380.919922 Penalty: 1696.615723
	Iteration 2F: 3 clusters Score -17380.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -17387.318359 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -17387.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -17396.214844 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -17396.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -17396.214844 Penalty: 1696.615723
	Iteration 5F: 3 clusters Score -17396.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Entering Unmasked Estep 
Score: -4736681.000000 Penalty: 1710.705566
	Iteration 0F: 2 clusters Score -4736681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -4711747.500000 Penalty: 3421.411133
	Iteration 0F: 3 clusters Score -4711748 nChanged 17251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -4721236.500000 Penalty: 3421.411133
	Iteration 1F: 3 clusters Score -4721236 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -4721705.500000 Penalty: 3421.411133
	Iteration 2Q: 3 clusters Score -4721706 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -4722242.500000 Penalty: 3421.411133
	Iteration 3Q: 3 clusters Score -4722242 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4722845.000000 Penalty: 3421.411133
	Iteration 4Q: 3 clusters Score -4722845 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -4723645.000000 Penalty: 3421.411133
	Iteration 5Q: 3 clusters Score -4723645 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -4724510.500000 Penalty: 3421.411133
	Iteration 6F: 3 clusters Score -4724510 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -4725506.500000 Penalty: 3421.411133
	Iteration 7F: 3 clusters Score -4725506 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -4726645.500000 Penalty: 3421.411133
	Iteration 8F: 3 clusters Score -4726646 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -4727934.000000 Penalty: 3421.411133
	Iteration 9F: 3 clusters Score -4727934 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4729372.500000 Penalty: 3421.411133
	Iteration 10F: 3 clusters Score -4729372 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -4730916.500000 Penalty: 3421.411133
	Iteration 11F: 3 clusters Score -4730916 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -4732253.500000 Penalty: 3421.411133
	Iteration 12Q: 3 clusters Score -4732254 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4733312.500000 Penalty: 3421.411133
	Iteration 13Q: 3 clusters Score -4733312 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4734070.000000 Penalty: 3421.411133
	Iteration 14Q: 3 clusters Score -4734070 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4734564.000000 Penalty: 3421.411133
	Iteration 15Q: 3 clusters Score -4734564 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4734893.000000 Penalty: 3421.411133
	Iteration 16Q: 3 clusters Score -4734893 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4735059.500000 Penalty: 3421.411133
	Iteration 17Q: 3 clusters Score -4735060 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4735153.000000 Penalty: 3421.411133
	Iteration 18Q: 3 clusters Score -4735153 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4735186.000000 Penalty: 3421.411133
	Iteration 19Q: 3 clusters Score -4735186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4735212.000000 Penalty: 3421.411133
	Iteration 20F: 3 clusters Score -4735212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4735233.500000 Penalty: 3421.411133
	Iteration 21Q: 3 clusters Score -4735234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4735263.000000 Penalty: 3421.411133
	Iteration 22Q: 3 clusters Score -4735263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4735270.000000 Penalty: 3421.411133
	Iteration 23Q: 3 clusters Score -4735270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4735275.500000 Penalty: 3421.411133
	Iteration 24Q: 3 clusters Score -4735276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4735275.000000 Penalty: 3421.411133
	Iteration 25Q: 3 clusters Score -4735275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4735282.500000 Penalty: 3421.411133
	Iteration 26Q: 3 clusters Score -4735282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4735283.000000 Penalty: 3421.411133
	Iteration 27Q: 3 clusters Score -4735283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4735284.000000 Penalty: 3421.411133
	Iteration 28Q: 3 clusters Score -4735284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4735283.500000 Penalty: 3421.411133
	Iteration 29Q: 3 clusters Score -4735284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4735283.500000 Penalty: 3421.411133
	Iteration 30F: 3 clusters Score -4735284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Entering Unmasked Estep 
Score: -1337958.125000 Penalty: 1508.507935
	Iteration 0F: 2 clusters Score -1337958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1330312.750000 Penalty: 3017.015869
	Iteration 0F: 3 clusters Score -1330313 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1332859.750000 Penalty: 3017.015869
	Iteration 1F: 3 clusters Score -1332860 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1333226.375000 Penalty: 3017.015869
	Iteration 2F: 3 clusters Score -1333226 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1333604.625000 Penalty: 3017.015869
	Iteration 3F: 3 clusters Score -1333605 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1334018.875000 Penalty: 3017.015869
	Iteration 4F: 3 clusters Score -1334019 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1334445.625000 Penalty: 3017.015869
	Iteration 5F: 3 clusters Score -1334446 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1334904.375000 Penalty: 3017.015869
	Iteration 6F: 3 clusters Score -1334904 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1335382.125000 Penalty: 3017.015869
	Iteration 7F: 3 clusters Score -1335382 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1335790.250000 Penalty: 3017.015869
	Iteration 8Q: 3 clusters Score -1335790 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1336068.750000 Penalty: 3017.015869
	Iteration 9Q: 3 clusters Score -1336069 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1336263.500000 Penalty: 3017.015869
	Iteration 10Q: 3 clusters Score -1336264 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1336391.625000 Penalty: 3017.015869
	Iteration 11Q: 3 clusters Score -1336392 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1336475.875000 Penalty: 3017.015869
	Iteration 12Q: 3 clusters Score -1336476 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1336537.125000 Penalty: 3017.015869
	Iteration 13Q: 3 clusters Score -1336537 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1336581.875000 Penalty: 3017.015869
	Iteration 14Q: 3 clusters Score -1336582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1336617.875000 Penalty: 3017.015869
	Iteration 15Q: 3 clusters Score -1336618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1336645.375000 Penalty: 3017.015869
	Iteration 16Q: 3 clusters Score -1336645 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1336665.625000 Penalty: 3017.015869
	Iteration 17Q: 3 clusters Score -1336666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1336675.750000 Penalty: 3017.015869
	Iteration 18Q: 3 clusters Score -1336676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1336689.250000 Penalty: 3017.015869
	Iteration 19Q: 3 clusters Score -1336689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1336696.750000 Penalty: 3017.015869
	Iteration 20F: 3 clusters Score -1336697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1336705.000000 Penalty: 3017.015869
	Iteration 21Q: 3 clusters Score -1336705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1336714.125000 Penalty: 3017.015869
	Iteration 22Q: 3 clusters Score -1336714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1336722.000000 Penalty: 3017.015869
	Iteration 23Q: 3 clusters Score -1336722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1336730.000000 Penalty: 3017.015869
	Iteration 24Q: 3 clusters Score -1336730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1336739.250000 Penalty: 3017.015869
	Iteration 25Q: 3 clusters Score -1336739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1336741.000000 Penalty: 3017.015869
	Iteration 26Q: 3 clusters Score -1336741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1336749.000000 Penalty: 3017.015869
	Iteration 27Q: 3 clusters Score -1336749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1336749.750000 Penalty: 3017.015869
	Iteration 28Q: 3 clusters Score -1336750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1336752.375000 Penalty: 3017.015869
	Iteration 29Q: 3 clusters Score -1336752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1336754.125000 Penalty: 3017.015869
	Iteration 30Q: 3 clusters Score -1336754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1336758.000000 Penalty: 3017.015869
	Iteration 31Q: 3 clusters Score -1336758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1336760.375000 Penalty: 3017.015869
	Iteration 32Q: 3 clusters Score -1336760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1336760.375000 Penalty: 3017.015869
	Iteration 33Q: 3 clusters Score -1336760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1336760.125000 Penalty: 3017.015869
	Iteration 34Q: 3 clusters Score -1336760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1336758.875000 Penalty: 3017.015869
	Iteration 35Q: 3 clusters Score -1336759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1336758.875000 Penalty: 3017.015869
	Iteration 36F: 3 clusters Score -1336759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Entering Unmasked Estep 
Score: -2932462.750000 Penalty: 1636.219727
	Iteration 0F: 2 clusters Score -2932463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2916482.750000 Penalty: 3272.439453
	Iteration 0F: 3 clusters Score -2916483 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2922300.750000 Penalty: 3272.439453
	Iteration 1F: 3 clusters Score -2922301 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2922702.500000 Penalty: 3272.439453
	Iteration 2F: 3 clusters Score -2922702 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2923031.750000 Penalty: 3272.439453
	Iteration 3Q: 3 clusters Score -2923032 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2923420.250000 Penalty: 3272.439453
	Iteration 4Q: 3 clusters Score -2923420 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2923839.500000 Penalty: 3272.439453
	Iteration 5Q: 3 clusters Score -2923840 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2924330.250000 Penalty: 3272.439453
	Iteration 6Q: 3 clusters Score -2924330 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2924898.250000 Penalty: 3272.439453
	Iteration 7F: 3 clusters Score -2924898 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2925492.750000 Penalty: 3272.439453
	Iteration 8F: 3 clusters Score -2925493 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2926112.500000 Penalty: 3272.439453
	Iteration 9F: 3 clusters Score -2926112 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2926792.750000 Penalty: 3272.439453
	Iteration 10F: 3 clusters Score -2926793 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2927540.000000 Penalty: 3272.439453
	Iteration 11F: 3 clusters Score -2927540 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2928340.750000 Penalty: 3272.439453
	Iteration 12Q: 3 clusters Score -2928341 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2929019.750000 Penalty: 3272.439453
	Iteration 13Q: 3 clusters Score -2929020 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2929599.500000 Penalty: 3272.439453
	Iteration 14Q: 3 clusters Score -2929600 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2930045.750000 Penalty: 3272.439453
	Iteration 15Q: 3 clusters Score -2930046 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2930374.750000 Penalty: 3272.439453
	Iteration 16Q: 3 clusters Score -2930375 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2930606.500000 Penalty: 3272.439453
	Iteration 17Q: 3 clusters Score -2930606 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -2930764.750000 Penalty: 3272.439453
	Iteration 18Q: 3 clusters Score -2930765 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -2930876.000000 Penalty: 3272.439453
	Iteration 19Q: 3 clusters Score -2930876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2930944.500000 Penalty: 3272.439453
	Iteration 20F: 3 clusters Score -2930944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -2930991.500000 Penalty: 3272.439453
	Iteration 21Q: 3 clusters Score -2930992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2931021.750000 Penalty: 3272.439453
	Iteration 22Q: 3 clusters Score -2931022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2931041.000000 Penalty: 3272.439453
	Iteration 23Q: 3 clusters Score -2931041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2931051.000000 Penalty: 3272.439453
	Iteration 24Q: 3 clusters Score -2931051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2931060.000000 Penalty: 3272.439453
	Iteration 25Q: 3 clusters Score -2931060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2931068.500000 Penalty: 3272.439453
	Iteration 26Q: 3 clusters Score -2931068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -2931075.750000 Penalty: 3272.439453
	Iteration 27Q: 3 clusters Score -2931076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -2931082.250000 Penalty: 3272.439453
	Iteration 28Q: 3 clusters Score -2931082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -2931086.000000 Penalty: 3272.439453
	Iteration 29Q: 3 clusters Score -2931086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2931086.000000 Penalty: 3272.439453
	Iteration 30Q: 3 clusters Score -2931086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -2931094.000000 Penalty: 3272.439453
	Iteration 31Q: 3 clusters Score -2931094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -2931093.500000 Penalty: 3272.439453
	Iteration 32Q: 3 clusters Score -2931094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -2931093.500000 Penalty: 3272.439453
	Iteration 33F: 3 clusters Score -2931094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Entering Unmasked Estep 
Score: -2020371.500000 Penalty: 1581.264526
	Iteration 0F: 2 clusters Score -2020372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2008746.375000 Penalty: 3162.529053
	Iteration 0F: 3 clusters Score -2008746 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2013022.750000 Penalty: 3162.529053
	Iteration 1F: 3 clusters Score -2013023 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2013392.750000 Penalty: 3162.529053
	Iteration 2F: 3 clusters Score -2013393 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2013686.875000 Penalty: 3162.529053
	Iteration 3Q: 3 clusters Score -2013687 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2013939.625000 Penalty: 3162.529053
	Iteration 4Q: 3 clusters Score -2013940 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2014163.375000 Penalty: 3162.529053
	Iteration 5Q: 3 clusters Score -2014163 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2014399.125000 Penalty: 3162.529053
	Iteration 6Q: 3 clusters Score -2014399 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2014614.750000 Penalty: 3162.529053
	Iteration 7Q: 3 clusters Score -2014615 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2014865.750000 Penalty: 3162.529053
	Iteration 8Q: 3 clusters Score -2014866 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2015133.750000 Penalty: 3162.529053
	Iteration 9Q: 3 clusters Score -2015134 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2015465.500000 Penalty: 3162.529053
	Iteration 10Q: 3 clusters Score -2015466 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2015810.125000 Penalty: 3162.529053
	Iteration 11Q: 3 clusters Score -2015810 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2016107.250000 Penalty: 3162.529053
	Iteration 12Q: 3 clusters Score -2016107 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2016294.500000 Penalty: 3162.529053
	Iteration 13Q: 3 clusters Score -2016294 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2016402.750000 Penalty: 3162.529053
	Iteration 14Q: 3 clusters Score -2016403 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2016472.750000 Penalty: 3162.529053
	Iteration 15Q: 3 clusters Score -2016473 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2016538.500000 Penalty: 3162.529053
	Iteration 16Q: 3 clusters Score -2016538 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2016601.750000 Penalty: 3162.529053
	Iteration 17Q: 3 clusters Score -2016602 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2016665.375000 Penalty: 3162.529053
	Iteration 18Q: 3 clusters Score -2016665 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2016728.250000 Penalty: 3162.529053
	Iteration 19Q: 3 clusters Score -2016728 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2016786.250000 Penalty: 3162.529053
	Iteration 20F: 3 clusters Score -2016786 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2016859.625000 Penalty: 3162.529053
	Iteration 21Q: 3 clusters Score -2016860 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2016928.500000 Penalty: 3162.529053
	Iteration 22Q: 3 clusters Score -2016928 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2016990.250000 Penalty: 3162.529053
	Iteration 23Q: 3 clusters Score -2016990 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2017056.125000 Penalty: 3162.529053
	Iteration 24Q: 3 clusters Score -2017056 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2017130.375000 Penalty: 3162.529053
	Iteration 25Q: 3 clusters Score -2017130 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2017201.250000 Penalty: 3162.529053
	Iteration 26Q: 3 clusters Score -2017201 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2017273.500000 Penalty: 3162.529053
	Iteration 27Q: 3 clusters Score -2017274 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2017343.250000 Penalty: 3162.529053
	Iteration 28Q: 3 clusters Score -2017343 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2017427.000000 Penalty: 3162.529053
	Iteration 29Q: 3 clusters Score -2017427 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2017512.125000 Penalty: 3162.529053
	Iteration 30Q: 3 clusters Score -2017512 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2017597.125000 Penalty: 3162.529053
	Iteration 31Q: 3 clusters Score -2017597 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2017696.500000 Penalty: 3162.529053
	Iteration 32Q: 3 clusters Score -2017696 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2017784.125000 Penalty: 3162.529053
	Iteration 33Q: 3 clusters Score -2017784 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2017903.500000 Penalty: 3162.529053
	Iteration 34Q: 3 clusters Score -2017904 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2017996.750000 Penalty: 3162.529053
	Iteration 35Q: 3 clusters Score -2017997 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2018100.500000 Penalty: 3162.529053
	Iteration 36Q: 3 clusters Score -2018100 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2018181.375000 Penalty: 3162.529053
	Iteration 37Q: 3 clusters Score -2018181 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2018264.125000 Penalty: 3162.529053
	Iteration 38Q: 3 clusters Score -2018264 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2018361.375000 Penalty: 3162.529053
	Iteration 39Q: 3 clusters Score -2018361 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2018462.000000 Penalty: 3162.529053
	Iteration 40F: 3 clusters Score -2018462 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2018589.000000 Penalty: 3162.529053
	Iteration 41Q: 3 clusters Score -2018589 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2018721.250000 Penalty: 3162.529053
	Iteration 42Q: 3 clusters Score -2018721 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2018849.000000 Penalty: 3162.529053
	Iteration 43Q: 3 clusters Score -2018849 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2018938.125000 Penalty: 3162.529053
	Iteration 44Q: 3 clusters Score -2018938 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2019006.625000 Penalty: 3162.529053
	Iteration 45Q: 3 clusters Score -2019007 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2019053.000000 Penalty: 3162.529053
	Iteration 46Q: 3 clusters Score -2019053 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2019086.250000 Penalty: 3162.529053
	Iteration 47Q: 3 clusters Score -2019086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2019111.375000 Penalty: 3162.529053
	Iteration 48Q: 3 clusters Score -2019111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2019122.750000 Penalty: 3162.529053
	Iteration 49Q: 3 clusters Score -2019123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2019129.125000 Penalty: 3162.529053
	Iteration 50Q: 3 clusters Score -2019129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2019137.500000 Penalty: 3162.529053
	Iteration 51Q: 3 clusters Score -2019138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2019145.250000 Penalty: 3162.529053
	Iteration 52Q: 3 clusters Score -2019145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2019147.125000 Penalty: 3162.529053
	Iteration 53Q: 3 clusters Score -2019147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2019159.000000 Penalty: 3162.529053
	Iteration 54Q: 3 clusters Score -2019159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2019168.000000 Penalty: 3162.529053
	Iteration 55Q: 3 clusters Score -2019168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2019168.875000 Penalty: 3162.529053
	Iteration 56Q: 3 clusters Score -2019169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2019179.500000 Penalty: 3162.529053
	Iteration 57Q: 3 clusters Score -2019180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2019180.875000 Penalty: 3162.529053
	Iteration 58Q: 3 clusters Score -2019181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2019182.250000 Penalty: 3162.529053
	Iteration 59Q: 3 clusters Score -2019182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2019184.875000 Penalty: 3162.529053
	Iteration 60F: 3 clusters Score -2019185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2019186.375000 Penalty: 3162.529053
	Iteration 61Q: 3 clusters Score -2019186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2019185.000000 Penalty: 3162.529053
	Iteration 62Q: 3 clusters Score -2019185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2019185.625000 Penalty: 3162.529053
	Iteration 63Q: 3 clusters Score -2019186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2019186.875000 Penalty: 3162.529053
	Iteration 64Q: 3 clusters Score -2019187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2019186.500000 Penalty: 3162.529053
	Iteration 65Q: 3 clusters Score -2019186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2019185.875000 Penalty: 3162.529053
	Iteration 66Q: 3 clusters Score -2019186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2019189.500000 Penalty: 3162.529053
	Iteration 67Q: 3 clusters Score -2019190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2019188.000000 Penalty: 3162.529053
	Iteration 68Q: 3 clusters Score -2019188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2019190.750000 Penalty: 3162.529053
	Iteration 69Q: 3 clusters Score -2019191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2019190.750000 Penalty: 3162.529053
	Iteration 70F: 3 clusters Score -2019191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Entering Unmasked Estep 
Score: -490396.968750 Penalty: 1350.761841
	Iteration 0F: 2 clusters Score -490397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -487033.125000 Penalty: 2701.523682
	Iteration 0F: 3 clusters Score -487033.1 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -487919.718750 Penalty: 2701.523682
	Iteration 1F: 3 clusters Score -487919.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -488075.937500 Penalty: 2701.523682
	Iteration 2F: 3 clusters Score -488075.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -488201.031250 Penalty: 2701.523682
	Iteration 3F: 3 clusters Score -488201 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -488295.406250 Penalty: 2701.523682
	Iteration 4Q: 3 clusters Score -488295.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -488351.187500 Penalty: 2701.523682
	Iteration 5Q: 3 clusters Score -488351.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -488391.500000 Penalty: 2701.523682
	Iteration 6Q: 3 clusters Score -488391.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -488420.625000 Penalty: 2701.523682
	Iteration 7Q: 3 clusters Score -488420.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -488450.062500 Penalty: 2701.523682
	Iteration 8Q: 3 clusters Score -488450.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -488484.500000 Penalty: 2701.523682
	Iteration 9Q: 3 clusters Score -488484.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -488516.718750 Penalty: 2701.523682
	Iteration 10Q: 3 clusters Score -488516.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -488543.281250 Penalty: 2701.523682
	Iteration 11Q: 3 clusters Score -488543.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -488572.875000 Penalty: 2701.523682
	Iteration 12Q: 3 clusters Score -488572.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -488604.531250 Penalty: 2701.523682
	Iteration 13Q: 3 clusters Score -488604.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -488642.093750 Penalty: 2701.523682
	Iteration 14Q: 3 clusters Score -488642.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -488668.468750 Penalty: 2701.523682
	Iteration 15Q: 3 clusters Score -488668.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -488689.437500 Penalty: 2701.523682
	Iteration 16Q: 3 clusters Score -488689.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -488706.468750 Penalty: 2701.523682
	Iteration 17Q: 3 clusters Score -488706.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -488722.656250 Penalty: 2701.523682
	Iteration 18Q: 3 clusters Score -488722.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -488735.062500 Penalty: 2701.523682
	Iteration 19Q: 3 clusters Score -488735.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -488749.500000 Penalty: 2701.523682
	Iteration 20F: 3 clusters Score -488749.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -488763.875000 Penalty: 2701.523682
	Iteration 21Q: 3 clusters Score -488763.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -488780.312500 Penalty: 2701.523682
	Iteration 22Q: 3 clusters Score -488780.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -488793.093750 Penalty: 2701.523682
	Iteration 23Q: 3 clusters Score -488793.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -488803.187500 Penalty: 2701.523682
	Iteration 24Q: 3 clusters Score -488803.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -488811.093750 Penalty: 2701.523682
	Iteration 25Q: 3 clusters Score -488811.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -488818.406250 Penalty: 2701.523682
	Iteration 26Q: 3 clusters Score -488818.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -488822.281250 Penalty: 2701.523682
	Iteration 27Q: 3 clusters Score -488822.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -488823.687500 Penalty: 2701.523682
	Iteration 28Q: 3 clusters Score -488823.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -488824.968750 Penalty: 2701.523682
	Iteration 29Q: 3 clusters Score -488825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -488826.656250 Penalty: 2701.523682
	Iteration 30Q: 3 clusters Score -488826.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -488827.750000 Penalty: 2701.523682
	Iteration 31Q: 3 clusters Score -488827.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -488829.750000 Penalty: 2701.523682
	Iteration 32Q: 3 clusters Score -488829.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -488830.718750 Penalty: 2701.523682
	Iteration 33Q: 3 clusters Score -488830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -488831.156250 Penalty: 2701.523682
	Iteration 34Q: 3 clusters Score -488831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -488831.187500 Penalty: 2701.523682
	Iteration 35Q: 3 clusters Score -488831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -488832.343750 Penalty: 2701.523682
	Iteration 36Q: 3 clusters Score -488832.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -488833.218750 Penalty: 2701.523682
	Iteration 37Q: 3 clusters Score -488833.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -488835.250000 Penalty: 2701.523682
	Iteration 38Q: 3 clusters Score -488835.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -488837.625000 Penalty: 2701.523682
	Iteration 39Q: 3 clusters Score -488837.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -488839.031250 Penalty: 2701.523682
	Iteration 40F: 3 clusters Score -488839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -488842.312500 Penalty: 2701.523682
	Iteration 41Q: 3 clusters Score -488842.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -488845.562500 Penalty: 2701.523682
	Iteration 42Q: 3 clusters Score -488845.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -488848.000000 Penalty: 2701.523682
	Iteration 43Q: 3 clusters Score -488848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -488848.812500 Penalty: 2701.523682
	Iteration 44Q: 3 clusters Score -488848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -488849.062500 Penalty: 2701.523682
	Iteration 45Q: 3 clusters Score -488849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -488848.625000 Penalty: 2701.523682
	Iteration 46Q: 3 clusters Score -488848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -488848.750000 Penalty: 2701.523682
	Iteration 47Q: 3 clusters Score -488848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -488849.156250 Penalty: 2701.523682
	Iteration 48Q: 3 clusters Score -488849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -488849.156250 Penalty: 2701.523682
	Iteration 49F: 3 clusters Score -488849.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -312058.125000 Penalty: 1282.158813
	Iteration 0F: 2 clusters Score -312058.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -309556.937500 Penalty: 2564.317627
	Iteration 0F: 3 clusters Score -309556.9 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -310169.406250 Penalty: 2564.317627
	Iteration 1F: 3 clusters Score -310169.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -310339.031250 Penalty: 2564.317627
	Iteration 2F: 3 clusters Score -310339 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -310447.937500 Penalty: 2564.317627
	Iteration 3F: 3 clusters Score -310447.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -310534.562500 Penalty: 2564.317627
	Iteration 4Q: 3 clusters Score -310534.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -310612.093750 Penalty: 2564.317627
	Iteration 5Q: 3 clusters Score -310612.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -310679.781250 Penalty: 2564.317627
	Iteration 6Q: 3 clusters Score -310679.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -310728.093750 Penalty: 2564.317627
	Iteration 7Q: 3 clusters Score -310728.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -310776.500000 Penalty: 2564.317627
	Iteration 8Q: 3 clusters Score -310776.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -310829.125000 Penalty: 2564.317627
	Iteration 9Q: 3 clusters Score -310829.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -310880.125000 Penalty: 2564.317627
	Iteration 10Q: 3 clusters Score -310880.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -310920.500000 Penalty: 2564.317627
	Iteration 11Q: 3 clusters Score -310920.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -310948.343750 Penalty: 2564.317627
	Iteration 12Q: 3 clusters Score -310948.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -310976.187500 Penalty: 2564.317627
	Iteration 13Q: 3 clusters Score -310976.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -310995.625000 Penalty: 2564.317627
	Iteration 14Q: 3 clusters Score -310995.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -311013.656250 Penalty: 2564.317627
	Iteration 15Q: 3 clusters Score -311013.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -311036.218750 Penalty: 2564.317627
	Iteration 16Q: 3 clusters Score -311036.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -311053.718750 Penalty: 2564.317627
	Iteration 17Q: 3 clusters Score -311053.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -311078.125000 Penalty: 2564.317627
	Iteration 18Q: 3 clusters Score -311078.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -311100.125000 Penalty: 2564.317627
	Iteration 19Q: 3 clusters Score -311100.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -311123.843750 Penalty: 2564.317627
	Iteration 20F: 3 clusters Score -311123.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -311141.687500 Penalty: 2564.317627
	Iteration 21Q: 3 clusters Score -311141.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -311159.781250 Penalty: 2564.317627
	Iteration 22Q: 3 clusters Score -311159.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -311173.875000 Penalty: 2564.317627
	Iteration 23Q: 3 clusters Score -311173.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -311184.062500 Penalty: 2564.317627
	Iteration 24Q: 3 clusters Score -311184.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -311191.062500 Penalty: 2564.317627
	Iteration 25Q: 3 clusters Score -311191.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -311196.156250 Penalty: 2564.317627
	Iteration 26Q: 3 clusters Score -311196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -311199.843750 Penalty: 2564.317627
	Iteration 27Q: 3 clusters Score -311199.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -311201.531250 Penalty: 2564.317627
	Iteration 28Q: 3 clusters Score -311201.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -311202.531250 Penalty: 2564.317627
	Iteration 29Q: 3 clusters Score -311202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -311204.375000 Penalty: 2564.317627
	Iteration 30Q: 3 clusters Score -311204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -311204.218750 Penalty: 2564.317627
	Iteration 31Q: 3 clusters Score -311204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -311205.187500 Penalty: 2564.317627
	Iteration 32Q: 3 clusters Score -311205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -311205.718750 Penalty: 2564.317627
	Iteration 33Q: 3 clusters Score -311205.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -311205.812500 Penalty: 2564.317627
	Iteration 34Q: 3 clusters Score -311205.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -311206.218750 Penalty: 2564.317627
	Iteration 35Q: 3 clusters Score -311206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -311206.437500 Penalty: 2564.317627
	Iteration 36Q: 3 clusters Score -311206.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -311206.437500 Penalty: 2564.317627
	Iteration 37F: 3 clusters Score -311206.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -186691.046875 Penalty: 1191.722412
	Iteration 0F: 2 clusters Score -186691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -184890.968750 Penalty: 2383.444824
	Iteration 0F: 3 clusters Score -184891 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -185222.765625 Penalty: 2383.444824
	Iteration 1F: 3 clusters Score -185222.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -185298.531250 Penalty: 2383.444824
	Iteration 2F: 3 clusters Score -185298.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -185340.265625 Penalty: 2383.444824
	Iteration 3Q: 3 clusters Score -185340.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -185377.843750 Penalty: 2383.444824
	Iteration 4Q: 3 clusters Score -185377.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -185399.937500 Penalty: 2383.444824
	Iteration 5Q: 3 clusters Score -185399.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -185419.984375 Penalty: 2383.444824
	Iteration 6Q: 3 clusters Score -185420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -185434.656250 Penalty: 2383.444824
	Iteration 7Q: 3 clusters Score -185434.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -185443.296875 Penalty: 2383.444824
	Iteration 8Q: 3 clusters Score -185443.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -185449.375000 Penalty: 2383.444824
	Iteration 9Q: 3 clusters Score -185449.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -185458.046875 Penalty: 2383.444824
	Iteration 10Q: 3 clusters Score -185458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -185469.578125 Penalty: 2383.444824
	Iteration 11Q: 3 clusters Score -185469.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -185476.328125 Penalty: 2383.444824
	Iteration 12Q: 3 clusters Score -185476.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -185482.031250 Penalty: 2383.444824
	Iteration 13Q: 3 clusters Score -185482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -185484.359375 Penalty: 2383.444824
	Iteration 14Q: 3 clusters Score -185484.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -185485.656250 Penalty: 2383.444824
	Iteration 15Q: 3 clusters Score -185485.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -185485.656250 Penalty: 2383.444824
	Iteration 16F: 3 clusters Score -185485.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Entering Unmasked Estep 
Score: -357189.156250 Penalty: 1296.308350
	Iteration 0F: 2 clusters Score -357189.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -354561.281250 Penalty: 2592.616699
	Iteration 0F: 3 clusters Score -354561.3 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -355213.718750 Penalty: 2592.616699
	Iteration 1F: 3 clusters Score -355213.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -355362.593750 Penalty: 2592.616699
	Iteration 2F: 3 clusters Score -355362.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -355462.250000 Penalty: 2592.616699
	Iteration 3F: 3 clusters Score -355462.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -355527.218750 Penalty: 2592.616699
	Iteration 4Q: 3 clusters Score -355527.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -355569.593750 Penalty: 2592.616699
	Iteration 5Q: 3 clusters Score -355569.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -355625.156250 Penalty: 2592.616699
	Iteration 6Q: 3 clusters Score -355625.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -355685.968750 Penalty: 2592.616699
	Iteration 7Q: 3 clusters Score -355686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -355737.500000 Penalty: 2592.616699
	Iteration 8Q: 3 clusters Score -355737.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -355789.250000 Penalty: 2592.616699
	Iteration 9Q: 3 clusters Score -355789.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -355840.656250 Penalty: 2592.616699
	Iteration 10Q: 3 clusters Score -355840.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -355893.250000 Penalty: 2592.616699
	Iteration 11Q: 3 clusters Score -355893.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -355949.593750 Penalty: 2592.616699
	Iteration 12Q: 3 clusters Score -355949.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -356007.062500 Penalty: 2592.616699
	Iteration 13Q: 3 clusters Score -356007.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -356052.875000 Penalty: 2592.616699
	Iteration 14Q: 3 clusters Score -356052.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -356103.843750 Penalty: 2592.616699
	Iteration 15Q: 3 clusters Score -356103.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -356142.437500 Penalty: 2592.616699
	Iteration 16Q: 3 clusters Score -356142.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -356167.531250 Penalty: 2592.616699
	Iteration 17Q: 3 clusters Score -356167.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -356195.843750 Penalty: 2592.616699
	Iteration 18Q: 3 clusters Score -356195.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -356220.531250 Penalty: 2592.616699
	Iteration 19Q: 3 clusters Score -356220.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -356239.625000 Penalty: 2592.616699
	Iteration 20F: 3 clusters Score -356239.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -356253.562500 Penalty: 2592.616699
	Iteration 21Q: 3 clusters Score -356253.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -356263.625000 Penalty: 2592.616699
	Iteration 22Q: 3 clusters Score -356263.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -356272.562500 Penalty: 2592.616699
	Iteration 23Q: 3 clusters Score -356272.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -356283.750000 Penalty: 2592.616699
	Iteration 24Q: 3 clusters Score -356283.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -356292.718750 Penalty: 2592.616699
	Iteration 25Q: 3 clusters Score -356292.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -356301.031250 Penalty: 2592.616699
	Iteration 26Q: 3 clusters Score -356301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -356308.718750 Penalty: 2592.616699
	Iteration 27Q: 3 clusters Score -356308.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -356313.750000 Penalty: 2592.616699
	Iteration 28Q: 3 clusters Score -356313.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -356317.468750 Penalty: 2592.616699
	Iteration 29Q: 3 clusters Score -356317.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -356321.000000 Penalty: 2592.616699
	Iteration 30Q: 3 clusters Score -356321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -356325.687500 Penalty: 2592.616699
	Iteration 31Q: 3 clusters Score -356325.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -356329.031250 Penalty: 2592.616699
	Iteration 32Q: 3 clusters Score -356329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -356332.562500 Penalty: 2592.616699
	Iteration 33Q: 3 clusters Score -356332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -356333.312500 Penalty: 2592.616699
	Iteration 34Q: 3 clusters Score -356333.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -356335.187500 Penalty: 2592.616699
	Iteration 35Q: 3 clusters Score -356335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -356335.906250 Penalty: 2592.616699
	Iteration 36Q: 3 clusters Score -356335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -356337.218750 Penalty: 2592.616699
	Iteration 37Q: 3 clusters Score -356337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -356338.656250 Penalty: 2592.616699
	Iteration 38Q: 3 clusters Score -356338.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -356339.687500 Penalty: 2592.616699
	Iteration 39Q: 3 clusters Score -356339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -356339.843750 Penalty: 2592.616699
	Iteration 40F: 3 clusters Score -356339.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -131991.296875 Penalty: 1151.322998
	Iteration 0F: 2 clusters Score -131991.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -130414.226562 Penalty: 2302.645996
	Iteration 0F: 3 clusters Score -130414.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -130688.953125 Penalty: 2302.645996
	Iteration 1F: 3 clusters Score -130689 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -130778.867188 Penalty: 2302.645996
	Iteration 2F: 3 clusters Score -130778.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -130847.984375 Penalty: 2302.645996
	Iteration 3F: 3 clusters Score -130848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -130905.625000 Penalty: 2302.645996
	Iteration 4Q: 3 clusters Score -130905.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -130952.632812 Penalty: 2302.645996
	Iteration 5Q: 3 clusters Score -130952.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -130989.726562 Penalty: 2302.645996
	Iteration 6Q: 3 clusters Score -130989.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -131010.609375 Penalty: 2302.645996
	Iteration 7Q: 3 clusters Score -131010.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -131030.054688 Penalty: 2302.645996
	Iteration 8Q: 3 clusters Score -131030.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -131060.468750 Penalty: 2302.645996
	Iteration 9Q: 3 clusters Score -131060.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -131083.734375 Penalty: 2302.645996
	Iteration 10Q: 3 clusters Score -131083.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -131110.484375 Penalty: 2302.645996
	Iteration 11Q: 3 clusters Score -131110.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -131140.546875 Penalty: 2302.645996
	Iteration 12Q: 3 clusters Score -131140.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -131176.625000 Penalty: 2302.645996
	Iteration 13Q: 3 clusters Score -131176.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -131198.031250 Penalty: 2302.645996
	Iteration 14Q: 3 clusters Score -131198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -131213.437500 Penalty: 2302.645996
	Iteration 15Q: 3 clusters Score -131213.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -131227.765625 Penalty: 2302.645996
	Iteration 16Q: 3 clusters Score -131227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -131243.609375 Penalty: 2302.645996
	Iteration 17Q: 3 clusters Score -131243.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -131256.718750 Penalty: 2302.645996
	Iteration 18Q: 3 clusters Score -131256.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -131268.406250 Penalty: 2302.645996
	Iteration 19Q: 3 clusters Score -131268.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -131280.515625 Penalty: 2302.645996
	Iteration 20F: 3 clusters Score -131280.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -131293.484375 Penalty: 2302.645996
	Iteration 21Q: 3 clusters Score -131293.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -131304.828125 Penalty: 2302.645996
	Iteration 22Q: 3 clusters Score -131304.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -131330.125000 Penalty: 2302.645996
	Iteration 23Q: 3 clusters Score -131330.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -131349.078125 Penalty: 2302.645996
	Iteration 24Q: 3 clusters Score -131349.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -131369.125000 Penalty: 2302.645996
	Iteration 25Q: 3 clusters Score -131369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -131373.125000 Penalty: 2302.645996
	Iteration 26Q: 3 clusters Score -131373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -131374.203125 Penalty: 2302.645996
	Iteration 27Q: 3 clusters Score -131374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -131375.156250 Penalty: 2302.645996
	Iteration 28Q: 3 clusters Score -131375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -131375.156250 Penalty: 2302.645996
	Iteration 29F: 3 clusters Score -131375.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Entering Unmasked Estep 
Score: -727843.062500 Penalty: 1411.050171
	Iteration 0F: 2 clusters Score -727843.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -723285.062500 Penalty: 2822.100342
	Iteration 0F: 3 clusters Score -723285.1 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -724617.250000 Penalty: 2822.100342
	Iteration 1F: 3 clusters Score -724617.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -724823.812500 Penalty: 2822.100342
	Iteration 2F: 3 clusters Score -724823.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -724973.250000 Penalty: 2822.100342
	Iteration 3F: 3 clusters Score -724973.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -725091.687500 Penalty: 2822.100342
	Iteration 4Q: 3 clusters Score -725091.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -725185.812500 Penalty: 2822.100342
	Iteration 5Q: 3 clusters Score -725185.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -725283.125000 Penalty: 2822.100342
	Iteration 6Q: 3 clusters Score -725283.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -725389.625000 Penalty: 2822.100342
	Iteration 7Q: 3 clusters Score -725389.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -725525.937500 Penalty: 2822.100342
	Iteration 8Q: 3 clusters Score -725525.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -725704.000000 Penalty: 2822.100342
	Iteration 9Q: 3 clusters Score -725704 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -725897.625000 Penalty: 2822.100342
	Iteration 10Q: 3 clusters Score -725897.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -726135.312500 Penalty: 2822.100342
	Iteration 11Q: 3 clusters Score -726135.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -726457.750000 Penalty: 2822.100342
	Iteration 12Q: 3 clusters Score -726457.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -726786.375000 Penalty: 2822.100342
	Iteration 13Q: 3 clusters Score -726786.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -727026.250000 Penalty: 2822.100342
	Iteration 14Q: 3 clusters Score -727026.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -727140.187500 Penalty: 2822.100342
	Iteration 15Q: 3 clusters Score -727140.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -727198.687500 Penalty: 2822.100342
	Iteration 16Q: 3 clusters Score -727198.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -727234.312500 Penalty: 2822.100342
	Iteration 17Q: 3 clusters Score -727234.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -727276.812500 Penalty: 2822.100342
	Iteration 18Q: 3 clusters Score -727276.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -727319.125000 Penalty: 2822.100342
	Iteration 19Q: 3 clusters Score -727319.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -727363.187500 Penalty: 2822.100342
	Iteration 20F: 3 clusters Score -727363.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -727412.375000 Penalty: 2822.100342
	Iteration 21Q: 3 clusters Score -727412.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -727457.562500 Penalty: 2822.100342
	Iteration 22Q: 3 clusters Score -727457.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -727494.562500 Penalty: 2822.100342
	Iteration 23Q: 3 clusters Score -727494.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -727520.312500 Penalty: 2822.100342
	Iteration 24Q: 3 clusters Score -727520.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -727540.875000 Penalty: 2822.100342
	Iteration 25Q: 3 clusters Score -727540.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -727553.500000 Penalty: 2822.100342
	Iteration 26Q: 3 clusters Score -727553.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -727561.000000 Penalty: 2822.100342
	Iteration 27Q: 3 clusters Score -727561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -727567.562500 Penalty: 2822.100342
	Iteration 28Q: 3 clusters Score -727567.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -727570.375000 Penalty: 2822.100342
	Iteration 29Q: 3 clusters Score -727570.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -727576.375000 Penalty: 2822.100342
	Iteration 30Q: 3 clusters Score -727576.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -727581.562500 Penalty: 2822.100342
	Iteration 31Q: 3 clusters Score -727581.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -727582.812500 Penalty: 2822.100342
	Iteration 32Q: 3 clusters Score -727582.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -727585.187500 Penalty: 2822.100342
	Iteration 33Q: 3 clusters Score -727585.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -727587.062500 Penalty: 2822.100342
	Iteration 34Q: 3 clusters Score -727587.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -727590.500000 Penalty: 2822.100342
	Iteration 35Q: 3 clusters Score -727590.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -727588.875000 Penalty: 2822.100342
	Iteration 36Q: 3 clusters Score -727588.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -727590.875000 Penalty: 2822.100342
	Iteration 37Q: 3 clusters Score -727590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -727592.687500 Penalty: 2822.100342
	Iteration 38Q: 3 clusters Score -727592.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -727594.437500 Penalty: 2822.100342
	Iteration 39Q: 3 clusters Score -727594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -727594.937500 Penalty: 2822.100342
	Iteration 40F: 3 clusters Score -727594.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -727594.875000 Penalty: 2822.100342
	Iteration 41Q: 3 clusters Score -727594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -727595.000000 Penalty: 2822.100342
	Iteration 42Q: 3 clusters Score -727595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -727597.062500 Penalty: 2822.100342
	Iteration 43Q: 3 clusters Score -727597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -727595.937500 Penalty: 2822.100342
	Iteration 44Q: 3 clusters Score -727595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -727594.937500 Penalty: 2822.100342
	Iteration 45Q: 3 clusters Score -727594.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -727595.500000 Penalty: 2822.100342
	Iteration 46Q: 3 clusters Score -727595.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -727595.500000 Penalty: 2822.100342
	Iteration 47F: 3 clusters Score -727595.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (74021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Entering Unmasked Estep 
Score: -9221564.000000 Penalty: 1821.966919
	Iteration 0F: 2 clusters Score -9221564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -9174515.000000 Penalty: 3643.933838
	Iteration 0F: 3 clusters Score -9174515 nChanged 35345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -9195113.000000 Penalty: 3643.933838
	Iteration 1F: 3 clusters Score -9195113 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -9195870.000000 Penalty: 3643.933838
	Iteration 2Q: 3 clusters Score -9195870 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -9196873.000000 Penalty: 3643.933838
	Iteration 3Q: 3 clusters Score -9196873 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -9198287.000000 Penalty: 3643.933838
	Iteration 4Q: 3 clusters Score -9198287 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -9200624.000000 Penalty: 3643.933838
	Iteration 5F: 3 clusters Score -9200624 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -9204009.000000 Penalty: 3643.933838
	Iteration 6F: 3 clusters Score -9204009 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -9208075.000000 Penalty: 3643.933838
	Iteration 7F: 3 clusters Score -9208075 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -9211813.000000 Penalty: 3643.933838
	Iteration 8F: 3 clusters Score -9211813 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -9214969.000000 Penalty: 3643.933838
	Iteration 9F: 3 clusters Score -9214969 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -9216988.000000 Penalty: 3643.933838
	Iteration 10Q: 3 clusters Score -9216988 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -9218132.000000 Penalty: 3643.933838
	Iteration 11Q: 3 clusters Score -9218132 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -9218825.000000 Penalty: 3643.933838
	Iteration 12Q: 3 clusters Score -9218825 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -9219268.000000 Penalty: 3643.933838
	Iteration 13Q: 3 clusters Score -9219268 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -9219556.000000 Penalty: 3643.933838
	Iteration 14Q: 3 clusters Score -9219556 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
Score: -9219720.000000 Penalty: 3643.933838
	Iteration 15Q: 3 clusters Score -9219720 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 73325 members 
Entering Unmasked Estep 
Score: -9219844.000000 Penalty: 3643.933838
	Iteration 16Q: 3 clusters Score -9219844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -9219911.000000 Penalty: 3643.933838
	Iteration 17Q: 3 clusters Score -9219911 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -9219942.000000 Penalty: 3643.933838
	Iteration 18Q: 3 clusters Score -9219942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 73529 members 
Entering Unmasked Estep 
Score: -9219973.000000 Penalty: 3643.933838
	Iteration 19Q: 3 clusters Score -9219973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -9219997.000000 Penalty: 3643.933838
	Iteration 20F: 3 clusters Score -9219997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 73578 members 
Entering Unmasked Estep 
Score: -9220020.000000 Penalty: 3643.933838
	Iteration 21Q: 3 clusters Score -9220020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -9220041.000000 Penalty: 3643.933838
	Iteration 22Q: 3 clusters Score -9220041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -9220063.000000 Penalty: 3643.933838
	Iteration 23Q: 3 clusters Score -9220063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 73614 members 
Entering Unmasked Estep 
Score: -9220076.000000 Penalty: 3643.933838
	Iteration 24Q: 3 clusters Score -9220076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -9220077.000000 Penalty: 3643.933838
	Iteration 25Q: 3 clusters Score -9220077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 73625 members 
Entering Unmasked Estep 
Score: -9220083.000000 Penalty: 3643.933838
	Iteration 26Q: 3 clusters Score -9220083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -9220089.000000 Penalty: 3643.933838
	Iteration 27Q: 3 clusters Score -9220089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -9220087.000000 Penalty: 3643.933838
	Iteration 28Q: 3 clusters Score -9220087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -9220092.000000 Penalty: 3643.933838
	Iteration 29Q: 3 clusters Score -9220092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -9220093.000000 Penalty: 3643.933838
	Iteration 30Q: 3 clusters Score -9220093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -9220090.000000 Penalty: 3643.933838
	Iteration 31Q: 3 clusters Score -9220090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -9220090.000000 Penalty: 3643.933838
	Iteration 32F: 3 clusters Score -9220090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -221003.812500 Penalty: 1226.811523
	Iteration 0F: 2 clusters Score -221003.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -218930.375000 Penalty: 2453.623047
	Iteration 0F: 3 clusters Score -218930.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219386.968750 Penalty: 2453.623047
	Iteration 1F: 3 clusters Score -219387 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -219498.875000 Penalty: 2453.623047
	Iteration 2F: 3 clusters Score -219498.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -219550.781250 Penalty: 2453.623047
	Iteration 3Q: 3 clusters Score -219550.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -219574.187500 Penalty: 2453.623047
	Iteration 4Q: 3 clusters Score -219574.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -219591.015625 Penalty: 2453.623047
	Iteration 5Q: 3 clusters Score -219591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -219601.765625 Penalty: 2453.623047
	Iteration 6Q: 3 clusters Score -219601.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -219612.890625 Penalty: 2453.623047
	Iteration 7Q: 3 clusters Score -219612.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -219626.875000 Penalty: 2453.623047
	Iteration 8Q: 3 clusters Score -219626.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -219633.984375 Penalty: 2453.623047
	Iteration 9Q: 3 clusters Score -219634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -219639.734375 Penalty: 2453.623047
	Iteration 10Q: 3 clusters Score -219639.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -219642.515625 Penalty: 2453.623047
	Iteration 11Q: 3 clusters Score -219642.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -219645.015625 Penalty: 2453.623047
	Iteration 12Q: 3 clusters Score -219645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -219648.812500 Penalty: 2453.623047
	Iteration 13Q: 3 clusters Score -219648.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -219653.078125 Penalty: 2453.623047
	Iteration 14Q: 3 clusters Score -219653.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219656.781250 Penalty: 2453.623047
	Iteration 15Q: 3 clusters Score -219656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -219658.484375 Penalty: 2453.623047
	Iteration 16Q: 3 clusters Score -219658.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -219661.937500 Penalty: 2453.623047
	Iteration 17Q: 3 clusters Score -219661.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -219666.109375 Penalty: 2453.623047
	Iteration 18Q: 3 clusters Score -219666.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -219668.984375 Penalty: 2453.623047
	Iteration 19Q: 3 clusters Score -219669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -219670.828125 Penalty: 2453.623047
	Iteration 20F: 3 clusters Score -219670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -219672.531250 Penalty: 2453.623047
	Iteration 21Q: 3 clusters Score -219672.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -219673.250000 Penalty: 2453.623047
	Iteration 22Q: 3 clusters Score -219673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -219674.109375 Penalty: 2453.623047
	Iteration 23Q: 3 clusters Score -219674.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -219673.984375 Penalty: 2453.623047
	Iteration 24Q: 3 clusters Score -219674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -219674.390625 Penalty: 2453.623047
	Iteration 25Q: 3 clusters Score -219674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -219675.562500 Penalty: 2453.623047
	Iteration 26Q: 3 clusters Score -219675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -219676.718750 Penalty: 2453.623047
	Iteration 27Q: 3 clusters Score -219676.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -219679.625000 Penalty: 2453.623047
	Iteration 28Q: 3 clusters Score -219679.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -219680.875000 Penalty: 2453.623047
	Iteration 29Q: 3 clusters Score -219680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -219682.390625 Penalty: 2453.623047
	Iteration 30Q: 3 clusters Score -219682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -219682.515625 Penalty: 2453.623047
	Iteration 31Q: 3 clusters Score -219682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -219683.015625 Penalty: 2453.623047
	Iteration 32Q: 3 clusters Score -219683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -219683.375000 Penalty: 2453.623047
	Iteration 33Q: 3 clusters Score -219683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -219683.609375 Penalty: 2453.623047
	Iteration 34Q: 3 clusters Score -219683.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -219686.140625 Penalty: 2453.623047
	Iteration 35Q: 3 clusters Score -219686.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -219687.812500 Penalty: 2453.623047
	Iteration 36Q: 3 clusters Score -219687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -219689.781250 Penalty: 2453.623047
	Iteration 37Q: 3 clusters Score -219689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -219691.562500 Penalty: 2453.623047
	Iteration 38Q: 3 clusters Score -219691.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -219694.562500 Penalty: 2453.623047
	Iteration 39Q: 3 clusters Score -219694.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -219700.562500 Penalty: 2453.623047
	Iteration 40F: 3 clusters Score -219700.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -219704.937500 Penalty: 2453.623047
	Iteration 41Q: 3 clusters Score -219704.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -219706.968750 Penalty: 2453.623047
	Iteration 42Q: 3 clusters Score -219707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -219708.640625 Penalty: 2453.623047
	Iteration 43Q: 3 clusters Score -219708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -219709.250000 Penalty: 2453.623047
	Iteration 44Q: 3 clusters Score -219709.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -219709.562500 Penalty: 2453.623047
	Iteration 45Q: 3 clusters Score -219709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -219711.265625 Penalty: 2453.623047
	Iteration 46Q: 3 clusters Score -219711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -219713.156250 Penalty: 2453.623047
	Iteration 47Q: 3 clusters Score -219713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -219714.343750 Penalty: 2453.623047
	Iteration 48Q: 3 clusters Score -219714.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -219714.875000 Penalty: 2453.623047
	Iteration 49Q: 3 clusters Score -219714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -219715.015625 Penalty: 2453.623047
	Iteration 50Q: 3 clusters Score -219715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -219715.140625 Penalty: 2453.623047
	Iteration 51Q: 3 clusters Score -219715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -219715.421875 Penalty: 2453.623047
	Iteration 52Q: 3 clusters Score -219715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -219715.875000 Penalty: 2453.623047
	Iteration 53Q: 3 clusters Score -219715.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -219716.671875 Penalty: 2453.623047
	Iteration 54Q: 3 clusters Score -219716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -219717.718750 Penalty: 2453.623047
	Iteration 55Q: 3 clusters Score -219717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -219718.703125 Penalty: 2453.623047
	Iteration 56Q: 3 clusters Score -219718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -219720.078125 Penalty: 2453.623047
	Iteration 57Q: 3 clusters Score -219720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -219722.093750 Penalty: 2453.623047
	Iteration 58Q: 3 clusters Score -219722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -219722.187500 Penalty: 2453.623047
	Iteration 59Q: 3 clusters Score -219722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -219722.187500 Penalty: 2453.623047
	Iteration 60F: 3 clusters Score -219722.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Entering Unmasked Estep 
Score: -5658268.000000 Penalty: 1740.292847
	Iteration 0F: 2 clusters Score -5658268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -5628289.500000 Penalty: 3480.585693
	Iteration 0F: 3 clusters Score -5628290 nChanged 20890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -5639895.500000 Penalty: 3480.585693
	Iteration 1F: 3 clusters Score -5639896 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -5640182.000000 Penalty: 3480.585693
	Iteration 2Q: 3 clusters Score -5640182 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -5640474.500000 Penalty: 3480.585693
	Iteration 3Q: 3 clusters Score -5640474 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -5640725.500000 Penalty: 3480.585693
	Iteration 4Q: 3 clusters Score -5640726 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -5641026.500000 Penalty: 3480.585693
	Iteration 5Q: 3 clusters Score -5641026 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -5641319.500000 Penalty: 3480.585693
	Iteration 6Q: 3 clusters Score -5641320 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -5641664.000000 Penalty: 3480.585693
	Iteration 7Q: 3 clusters Score -5641664 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -5642188.500000 Penalty: 3480.585693
	Iteration 8Q: 3 clusters Score -5642188 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -5642847.000000 Penalty: 3480.585693
	Iteration 9Q: 3 clusters Score -5642847 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -5643674.500000 Penalty: 3480.585693
	Iteration 10Q: 3 clusters Score -5643674 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -5644765.000000 Penalty: 3480.585693
	Iteration 11Q: 3 clusters Score -5644765 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -5646124.000000 Penalty: 3480.585693
	Iteration 12F: 3 clusters Score -5646124 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -5647881.500000 Penalty: 3480.585693
	Iteration 13F: 3 clusters Score -5647882 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -5649890.500000 Penalty: 3480.585693
	Iteration 14F: 3 clusters Score -5649890 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -5651899.500000 Penalty: 3480.585693
	Iteration 15F: 3 clusters Score -5651900 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -5653678.500000 Penalty: 3480.585693
	Iteration 16Q: 3 clusters Score -5653678 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5655035.000000 Penalty: 3480.585693
	Iteration 17Q: 3 clusters Score -5655035 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5655829.500000 Penalty: 3480.585693
	Iteration 18Q: 3 clusters Score -5655830 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5656273.000000 Penalty: 3480.585693
	Iteration 19Q: 3 clusters Score -5656273 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5656503.500000 Penalty: 3480.585693
	Iteration 20F: 3 clusters Score -5656504 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5656623.000000 Penalty: 3480.585693
	Iteration 21Q: 3 clusters Score -5656623 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5656670.000000 Penalty: 3480.585693
	Iteration 22Q: 3 clusters Score -5656670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5656709.500000 Penalty: 3480.585693
	Iteration 23Q: 3 clusters Score -5656710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5656722.000000 Penalty: 3480.585693
	Iteration 24Q: 3 clusters Score -5656722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5656738.000000 Penalty: 3480.585693
	Iteration 25Q: 3 clusters Score -5656738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5656744.000000 Penalty: 3480.585693
	Iteration 26Q: 3 clusters Score -5656744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5656752.500000 Penalty: 3480.585693
	Iteration 27Q: 3 clusters Score -5656752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5656762.500000 Penalty: 3480.585693
	Iteration 28Q: 3 clusters Score -5656762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5656765.000000 Penalty: 3480.585693
	Iteration 29Q: 3 clusters Score -5656765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5656767.000000 Penalty: 3480.585693
	Iteration 30Q: 3 clusters Score -5656767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5656767.500000 Penalty: 3480.585693
	Iteration 31Q: 3 clusters Score -5656768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5656767.500000 Penalty: 3480.585693
	Iteration 32F: 3 clusters Score -5656768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83201 members 
Mstep: Class 2 contains 33568 members 
Mstep: Class 3 contains 15591 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 93417 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 5660 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37325 members 
Mstep: Class 13 contains 10755 members 
Mstep: Class 14 contains 23601 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5904 members 
Mstep: Class 22 contains 74021 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649412.000000 Penalty: 53427.796875
Iteration 119Q: 26 clusters Score -6.264941e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83371 members 
Mstep: Class 2 contains 33574 members 
Mstep: Class 3 contains 15398 members 
Mstep: Class 4 contains 30687 members 
Mstep: Class 5 contains 93416 members 
Mstep: Class 6 contains 6522 members 
Mstep: Class 7 contains 5658 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4127 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37588 members 
Mstep: Class 13 contains 10763 members 
Mstep: Class 14 contains 23622 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 4075 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5869 members 
Mstep: Class 22 contains 74021 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 44811 members 
Mstep: Class 25 contains 8954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650168.000000 Penalty: 53427.796875
Iteration 120F: 26 clusters Score -6.265017e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 33338 members 
Mstep: Class 3 contains 15206 members 
Mstep: Class 4 contains 30629 members 
Mstep: Class 5 contains 93401 members 
Mstep: Class 6 contains 6706 members 
Mstep: Class 7 contains 5659 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4119 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37737 members 
Mstep: Class 13 contains 10767 members 
Mstep: Class 14 contains 23626 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 4075 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 1530 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5853 members 
Mstep: Class 22 contains 74013 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44813 members 
Mstep: Class 25 contains 9095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650304.000000 Penalty: 53427.796875
Iteration 121Q: 26 clusters Score -6.26503e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 33200 members 
Mstep: Class 3 contains 15064 members 
Mstep: Class 4 contains 30612 members 
Mstep: Class 5 contains 93392 members 
Mstep: Class 6 contains 6871 members 
Mstep: Class 7 contains 5662 members 
Mstep: Class 8 contains 4667 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4113 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37797 members 
Mstep: Class 13 contains 10771 members 
Mstep: Class 14 contains 23624 members 
Mstep: Class 15 contains 16843 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 1529 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5850 members 
Mstep: Class 22 contains 73999 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44807 members 
Mstep: Class 25 contains 9179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650456.000000 Penalty: 53427.796875
Iteration 122Q: 26 clusters Score -6.265046e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 33110 members 
Mstep: Class 3 contains 14938 members 
Mstep: Class 4 contains 30601 members 
Mstep: Class 5 contains 93376 members 
Mstep: Class 6 contains 7013 members 
Mstep: Class 7 contains 5661 members 
Mstep: Class 8 contains 4659 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4109 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37829 members 
Mstep: Class 13 contains 10773 members 
Mstep: Class 14 contains 23622 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 1530 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5849 members 
Mstep: Class 22 contains 73984 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44804 members 
Mstep: Class 25 contains 9277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650580.000000 Penalty: 53427.796875
Iteration 123Q: 26 clusters Score -6.265058e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83472 members 
Mstep: Class 2 contains 33043 members 
Mstep: Class 3 contains 14810 members 
Mstep: Class 4 contains 30592 members 
Mstep: Class 5 contains 93374 members 
Mstep: Class 6 contains 7143 members 
Mstep: Class 7 contains 5664 members 
Mstep: Class 8 contains 4652 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 10777 members 
Mstep: Class 14 contains 23618 members 
Mstep: Class 15 contains 16842 members 
Mstep: Class 16 contains 4077 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 1529 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 5862 members 
Mstep: Class 22 contains 73961 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44803 members 
Mstep: Class 25 contains 9360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650672.000000 Penalty: 53427.796875
Iteration 124Q: 26 clusters Score -6.265067e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83477 members 
Mstep: Class 2 contains 32983 members 
Mstep: Class 3 contains 14709 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 93365 members 
Mstep: Class 6 contains 7264 members 
Mstep: Class 7 contains 5667 members 
Mstep: Class 8 contains 4644 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4097 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 10778 members 
Mstep: Class 14 contains 23617 members 
Mstep: Class 15 contains 16843 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 1530 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1195 members 
Mstep: Class 21 contains 5869 members 
Mstep: Class 22 contains 73939 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44804 members 
Mstep: Class 25 contains 9424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650884.000000 Penalty: 53427.796875
Iteration 125Q: 26 clusters Score -6.265088e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83482 members 
Mstep: Class 2 contains 32935 members 
Mstep: Class 3 contains 14595 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 93367 members 
Mstep: Class 6 contains 7375 members 
Mstep: Class 7 contains 5670 members 
Mstep: Class 8 contains 4637 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37846 members 
Mstep: Class 13 contains 10777 members 
Mstep: Class 14 contains 23621 members 
Mstep: Class 15 contains 16840 members 
Mstep: Class 16 contains 4077 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 1529 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1196 members 
Mstep: Class 21 contains 5875 members 
Mstep: Class 22 contains 73929 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44802 members 
Mstep: Class 25 contains 9474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651068.000000 Penalty: 53427.796875
Iteration 126Q: 26 clusters Score -6.265107e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 32884 members 
Mstep: Class 3 contains 14518 members 
Mstep: Class 4 contains 30593 members 
Mstep: Class 5 contains 93368 members 
Mstep: Class 6 contains 7452 members 
Mstep: Class 7 contains 5671 members 
Mstep: Class 8 contains 4631 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4088 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37859 members 
Mstep: Class 13 contains 10778 members 
Mstep: Class 14 contains 23630 members 
Mstep: Class 15 contains 16839 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 1530 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1197 members 
Mstep: Class 21 contains 5881 members 
Mstep: Class 22 contains 73916 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44802 members 
Mstep: Class 25 contains 9514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651008.000000 Penalty: 53427.796875
Iteration 127Q: 26 clusters Score -6.265101e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 32846 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 93369 members 
Mstep: Class 6 contains 7534 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 4624 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4084 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37864 members 
Mstep: Class 13 contains 10776 members 
Mstep: Class 14 contains 23634 members 
Mstep: Class 15 contains 16840 members 
Mstep: Class 16 contains 4075 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 1198 members 
Mstep: Class 21 contains 5887 members 
Mstep: Class 22 contains 73912 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651072.000000 Penalty: 53427.796875
Iteration 128Q: 26 clusters Score -6.265107e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 32815 members 
Mstep: Class 3 contains 14373 members 
Mstep: Class 4 contains 30589 members 
Mstep: Class 5 contains 93356 members 
Mstep: Class 6 contains 7613 members 
Mstep: Class 7 contains 5679 members 
Mstep: Class 8 contains 4623 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4084 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37863 members 
Mstep: Class 13 contains 10779 members 
Mstep: Class 14 contains 23638 members 
Mstep: Class 15 contains 16840 members 
Mstep: Class 16 contains 4073 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 1199 members 
Mstep: Class 21 contains 5890 members 
Mstep: Class 22 contains 73900 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651040.000000 Penalty: 53427.796875
Iteration 129Q: 26 clusters Score -6.265104e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83488 members 
Mstep: Class 2 contains 32790 members 
Mstep: Class 3 contains 14322 members 
Mstep: Class 4 contains 30597 members 
Mstep: Class 5 contains 93343 members 
Mstep: Class 6 contains 7670 members 
Mstep: Class 7 contains 5680 members 
Mstep: Class 8 contains 4620 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4083 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37866 members 
Mstep: Class 13 contains 10782 members 
Mstep: Class 14 contains 23640 members 
Mstep: Class 15 contains 16840 members 
Mstep: Class 16 contains 4072 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1199 members 
Mstep: Class 21 contains 5897 members 
Mstep: Class 22 contains 73894 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44799 members 
Mstep: Class 25 contains 9598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651120.000000 Penalty: 53427.796875
Iteration 130Q: 26 clusters Score -6.265112e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 32771 members 
Mstep: Class 3 contains 14297 members 
Mstep: Class 4 contains 30598 members 
Mstep: Class 5 contains 93336 members 
Mstep: Class 6 contains 7708 members 
Mstep: Class 7 contains 5680 members 
Mstep: Class 8 contains 4619 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4084 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37865 members 
Mstep: Class 13 contains 10781 members 
Mstep: Class 14 contains 23642 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 4071 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1200 members 
Mstep: Class 21 contains 5900 members 
Mstep: Class 22 contains 73881 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44797 members 
Mstep: Class 25 contains 9619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650960.000000 Penalty: 53427.796875
Iteration 131Q: 26 clusters Score -6.265096e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 32761 members 
Mstep: Class 3 contains 14281 members 
Mstep: Class 4 contains 30597 members 
Mstep: Class 5 contains 93336 members 
Mstep: Class 6 contains 7732 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 4616 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37862 members 
Mstep: Class 13 contains 10784 members 
Mstep: Class 14 contains 23644 members 
Mstep: Class 15 contains 16843 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 1200 members 
Mstep: Class 21 contains 5901 members 
Mstep: Class 22 contains 73870 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44796 members 
Mstep: Class 25 contains 9633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650968.000000 Penalty: 53427.796875
Iteration 132Q: 26 clusters Score -6.265097e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 32753 members 
Mstep: Class 3 contains 14269 members 
Mstep: Class 4 contains 30595 members 
Mstep: Class 5 contains 93334 members 
Mstep: Class 6 contains 7743 members 
Mstep: Class 7 contains 5680 members 
Mstep: Class 8 contains 4613 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37867 members 
Mstep: Class 13 contains 10786 members 
Mstep: Class 14 contains 23643 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 1200 members 
Mstep: Class 21 contains 5903 members 
Mstep: Class 22 contains 73860 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44797 members 
Mstep: Class 25 contains 9648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650992.000000 Penalty: 53427.796875
Iteration 133Q: 26 clusters Score -6.265099e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 32747 members 
Mstep: Class 3 contains 14251 members 
Mstep: Class 4 contains 30595 members 
Mstep: Class 5 contains 93337 members 
Mstep: Class 6 contains 7758 members 
Mstep: Class 7 contains 5680 members 
Mstep: Class 8 contains 4610 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37872 members 
Mstep: Class 13 contains 10786 members 
Mstep: Class 14 contains 23644 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 1200 members 
Mstep: Class 21 contains 5904 members 
Mstep: Class 22 contains 73855 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44797 members 
Mstep: Class 25 contains 9655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651044.000000 Penalty: 53427.796875
Iteration 134Q: 26 clusters Score -6.265104e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 32739 members 
Mstep: Class 3 contains 14229 members 
Mstep: Class 4 contains 30598 members 
Mstep: Class 5 contains 93333 members 
Mstep: Class 6 contains 7777 members 
Mstep: Class 7 contains 5682 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37875 members 
Mstep: Class 13 contains 10787 members 
Mstep: Class 14 contains 23648 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 1200 members 
Mstep: Class 21 contains 5906 members 
Mstep: Class 22 contains 73855 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44797 members 
Mstep: Class 25 contains 9661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651096.000000 Penalty: 53427.796875
Iteration 135Q: 26 clusters Score -6.26511e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 32730 members 
Mstep: Class 3 contains 14204 members 
Mstep: Class 4 contains 30601 members 
Mstep: Class 5 contains 93331 members 
Mstep: Class 6 contains 7797 members 
Mstep: Class 7 contains 5680 members 
Mstep: Class 8 contains 4594 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4083 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37881 members 
Mstep: Class 13 contains 10786 members 
Mstep: Class 14 contains 23655 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5909 members 
Mstep: Class 22 contains 73859 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44797 members 
Mstep: Class 25 contains 9668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651040.000000 Penalty: 53427.796875
Iteration 136Q: 26 clusters Score -6.265104e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 32721 members 
Mstep: Class 3 contains 14190 members 
Mstep: Class 4 contains 30601 members 
Mstep: Class 5 contains 93331 members 
Mstep: Class 6 contains 7813 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 4587 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4083 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37886 members 
Mstep: Class 13 contains 10788 members 
Mstep: Class 14 contains 23660 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5912 members 
Mstep: Class 22 contains 73854 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651020.000000 Penalty: 53427.796875
Iteration 137Q: 26 clusters Score -6.265102e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83488 members 
Mstep: Class 2 contains 32712 members 
Mstep: Class 3 contains 14184 members 
Mstep: Class 4 contains 30603 members 
Mstep: Class 5 contains 93328 members 
Mstep: Class 6 contains 7821 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37888 members 
Mstep: Class 13 contains 10795 members 
Mstep: Class 14 contains 23663 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5916 members 
Mstep: Class 22 contains 73854 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44796 members 
Mstep: Class 25 contains 9675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650984.000000 Penalty: 53427.796875
Iteration 138Q: 26 clusters Score -6.265098e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83488 members 
Mstep: Class 2 contains 32703 members 
Mstep: Class 3 contains 14182 members 
Mstep: Class 4 contains 30604 members 
Mstep: Class 5 contains 93328 members 
Mstep: Class 6 contains 7831 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 4568 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37887 members 
Mstep: Class 13 contains 10800 members 
Mstep: Class 14 contains 23666 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5920 members 
Mstep: Class 22 contains 73848 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44796 members 
Mstep: Class 25 contains 9680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651000.000000 Penalty: 53427.796875
Iteration 139Q: 26 clusters Score -6.2651e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 32695 members 
Mstep: Class 3 contains 14195 members 
Mstep: Class 4 contains 30606 members 
Mstep: Class 5 contains 93323 members 
Mstep: Class 6 contains 7834 members 
Mstep: Class 7 contains 5676 members 
Mstep: Class 8 contains 4560 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4083 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37884 members 
Mstep: Class 13 contains 10805 members 
Mstep: Class 14 contains 23669 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5923 members 
Mstep: Class 22 contains 73836 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44796 members 
Mstep: Class 25 contains 9686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651008.000000 Penalty: 53427.796875
Iteration 140F: 26 clusters Score -6.265101e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 32690 members 
Mstep: Class 3 contains 14202 members 
Mstep: Class 4 contains 30609 members 
Mstep: Class 5 contains 93323 members 
Mstep: Class 6 contains 7839 members 
Mstep: Class 7 contains 5674 members 
Mstep: Class 8 contains 4549 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4083 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37878 members 
Mstep: Class 13 contains 10810 members 
Mstep: Class 14 contains 23675 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2661 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5924 members 
Mstep: Class 22 contains 73829 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44797 members 
Mstep: Class 25 contains 9690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651024.000000 Penalty: 53427.796875
Iteration 141Q: 26 clusters Score -6.265102e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 32689 members 
Mstep: Class 3 contains 14205 members 
Mstep: Class 4 contains 30611 members 
Mstep: Class 5 contains 93327 members 
Mstep: Class 6 contains 7848 members 
Mstep: Class 7 contains 5673 members 
Mstep: Class 8 contains 4534 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4083 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37874 members 
Mstep: Class 13 contains 10817 members 
Mstep: Class 14 contains 23678 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2661 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5924 members 
Mstep: Class 22 contains 73820 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651028.000000 Penalty: 53427.796875
Iteration 142Q: 26 clusters Score -6.265103e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 32690 members 
Mstep: Class 3 contains 14200 members 
Mstep: Class 4 contains 30614 members 
Mstep: Class 5 contains 93329 members 
Mstep: Class 6 contains 7860 members 
Mstep: Class 7 contains 5674 members 
Mstep: Class 8 contains 4520 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37872 members 
Mstep: Class 13 contains 10823 members 
Mstep: Class 14 contains 23682 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2661 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5924 members 
Mstep: Class 22 contains 73813 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44799 members 
Mstep: Class 25 contains 9692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651072.000000 Penalty: 53427.796875
Iteration 143Q: 26 clusters Score -6.265107e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 32688 members 
Mstep: Class 3 contains 14205 members 
Mstep: Class 4 contains 30615 members 
Mstep: Class 5 contains 93329 members 
Mstep: Class 6 contains 7869 members 
Mstep: Class 7 contains 5675 members 
Mstep: Class 8 contains 4510 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37871 members 
Mstep: Class 13 contains 10828 members 
Mstep: Class 14 contains 23683 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2661 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5923 members 
Mstep: Class 22 contains 73805 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44800 members 
Mstep: Class 25 contains 9693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651012.000000 Penalty: 53427.796875
Iteration 144Q: 26 clusters Score -6.265101e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83483 members 
Mstep: Class 2 contains 32687 members 
Mstep: Class 3 contains 14216 members 
Mstep: Class 4 contains 30618 members 
Mstep: Class 5 contains 93335 members 
Mstep: Class 6 contains 7872 members 
Mstep: Class 7 contains 5676 members 
Mstep: Class 8 contains 4502 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4081 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37868 members 
Mstep: Class 13 contains 10828 members 
Mstep: Class 14 contains 23686 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5923 members 
Mstep: Class 22 contains 73793 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44799 members 
Mstep: Class 25 contains 9694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651008.000000 Penalty: 53427.796875
Iteration 145Q: 26 clusters Score -6.265101e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 32685 members 
Mstep: Class 3 contains 14222 members 
Mstep: Class 4 contains 30619 members 
Mstep: Class 5 contains 93338 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 5676 members 
Mstep: Class 8 contains 4493 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4081 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37868 members 
Mstep: Class 13 contains 10828 members 
Mstep: Class 14 contains 23693 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5922 members 
Mstep: Class 22 contains 73787 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44799 members 
Mstep: Class 25 contains 9694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650956.000000 Penalty: 53427.796875
Iteration 146Q: 26 clusters Score -6.265096e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 32681 members 
Mstep: Class 3 contains 14235 members 
Mstep: Class 4 contains 30624 members 
Mstep: Class 5 contains 93338 members 
Mstep: Class 6 contains 7876 members 
Mstep: Class 7 contains 5675 members 
Mstep: Class 8 contains 4485 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4081 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37866 members 
Mstep: Class 13 contains 10828 members 
Mstep: Class 14 contains 23700 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5921 members 
Mstep: Class 22 contains 73778 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44799 members 
Mstep: Class 25 contains 9694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650972.000000 Penalty: 53427.796875
Iteration 147Q: 26 clusters Score -6.265097e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83475 members 
Mstep: Class 2 contains 32678 members 
Mstep: Class 3 contains 14235 members 
Mstep: Class 4 contains 30630 members 
Mstep: Class 5 contains 93337 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 5675 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4081 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37866 members 
Mstep: Class 13 contains 10827 members 
Mstep: Class 14 contains 23708 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5922 members 
Mstep: Class 22 contains 73778 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44799 members 
Mstep: Class 25 contains 9694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650964.000000 Penalty: 53427.796875
Iteration 148Q: 26 clusters Score -6.265096e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83470 members 
Mstep: Class 2 contains 32676 members 
Mstep: Class 3 contains 14233 members 
Mstep: Class 4 contains 30637 members 
Mstep: Class 5 contains 93336 members 
Mstep: Class 6 contains 7880 members 
Mstep: Class 7 contains 5675 members 
Mstep: Class 8 contains 4469 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37866 members 
Mstep: Class 13 contains 10829 members 
Mstep: Class 14 contains 23714 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5922 members 
Mstep: Class 22 contains 73778 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44799 members 
Mstep: Class 25 contains 9694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650968.000000 Penalty: 53427.796875
Iteration 149Q: 26 clusters Score -6.265097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 32677 members 
Mstep: Class 3 contains 14229 members 
Mstep: Class 4 contains 30639 members 
Mstep: Class 5 contains 93336 members 
Mstep: Class 6 contains 7882 members 
Mstep: Class 7 contains 5676 members 
Mstep: Class 8 contains 4467 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37867 members 
Mstep: Class 13 contains 10831 members 
Mstep: Class 14 contains 23718 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5922 members 
Mstep: Class 22 contains 73778 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650972.000000 Penalty: 53427.796875
Iteration 150Q: 26 clusters Score -6.265097e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 32675 members 
Mstep: Class 3 contains 14228 members 
Mstep: Class 4 contains 30644 members 
Mstep: Class 5 contains 93336 members 
Mstep: Class 6 contains 7882 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37867 members 
Mstep: Class 13 contains 10832 members 
Mstep: Class 14 contains 23720 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 5922 members 
Mstep: Class 22 contains 73778 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650984.000000 Penalty: 53427.796875
Iteration 151Q: 26 clusters Score -6.265098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 32674 members 
Mstep: Class 3 contains 14229 members 
Mstep: Class 4 contains 30646 members 
Mstep: Class 5 contains 93335 members 
Mstep: Class 6 contains 7883 members 
Mstep: Class 7 contains 5679 members 
Mstep: Class 8 contains 4463 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4081 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37865 members 
Mstep: Class 13 contains 10832 members 
Mstep: Class 14 contains 23723 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 5922 members 
Mstep: Class 22 contains 73776 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650976.000000 Penalty: 53427.796875
Iteration 152Q: 26 clusters Score -6.265098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 32673 members 
Mstep: Class 3 contains 14233 members 
Mstep: Class 4 contains 30648 members 
Mstep: Class 5 contains 93334 members 
Mstep: Class 6 contains 7883 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4080 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37863 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 23723 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 5922 members 
Mstep: Class 22 contains 73773 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650996.000000 Penalty: 53427.796875
Iteration 153Q: 26 clusters Score -6.2651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 32672 members 
Mstep: Class 3 contains 14237 members 
Mstep: Class 4 contains 30651 members 
Mstep: Class 5 contains 93336 members 
Mstep: Class 6 contains 7883 members 
Mstep: Class 7 contains 5682 members 
Mstep: Class 8 contains 4460 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4080 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37859 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 23724 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 5922 members 
Mstep: Class 22 contains 73771 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650996.000000 Penalty: 53427.796875
Iteration 154Q: 26 clusters Score -6.2651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 32672 members 
Mstep: Class 3 contains 14237 members 
Mstep: Class 4 contains 30653 members 
Mstep: Class 5 contains 93338 members 
Mstep: Class 6 contains 7884 members 
Mstep: Class 7 contains 5682 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4080 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37858 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 23725 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 5921 members 
Mstep: Class 22 contains 73771 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650996.000000 Penalty: 53427.796875
Iteration 155Q: 26 clusters Score -6.2651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 32669 members 
Mstep: Class 3 contains 14237 members 
Mstep: Class 4 contains 30655 members 
Mstep: Class 5 contains 93339 members 
Mstep: Class 6 contains 7883 members 
Mstep: Class 7 contains 5682 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4080 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37858 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 23724 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 5921 members 
Mstep: Class 22 contains 73771 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650996.000000 Penalty: 53427.796875
Iteration 156Q: 26 clusters Score -6.2651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 32661 members 
Mstep: Class 3 contains 14237 members 
Mstep: Class 4 contains 30655 members 
Mstep: Class 5 contains 93339 members 
Mstep: Class 6 contains 7883 members 
Mstep: Class 7 contains 5682 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4079 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37858 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 23724 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 5927 members 
Mstep: Class 22 contains 73771 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650996.000000 Penalty: 53427.796875
Iteration 157Q: 26 clusters Score -6.2651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 32647 members 
Mstep: Class 3 contains 14237 members 
Mstep: Class 4 contains 30656 members 
Mstep: Class 5 contains 93339 members 
Mstep: Class 6 contains 7883 members 
Mstep: Class 7 contains 5682 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4080 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37858 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 23724 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 5934 members 
Mstep: Class 22 contains 73771 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650964.000000 Penalty: 53427.796875
Iteration 158Q: 26 clusters Score -6.265096e+07 nChanged 7
Entering ConstructFrom: 
Score: -62650964.000000 Penalty: 53427.796875
Entering ConstructFrom: 
Trying to split cluster 1 (83463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83463 members 
Entering Unmasked Estep 
Score: -10311329.000000 Penalty: 1841.475830
	Iteration 0F: 2 clusters Score -1.031133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -10259852.000000 Penalty: 3682.951660
	Iteration 0F: 3 clusters Score -1.025985e+07 nChanged 39881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -10283055.000000 Penalty: 3682.951660
	Iteration 1F: 3 clusters Score -1.028306e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -10284103.000000 Penalty: 3682.951660
	Iteration 2Q: 3 clusters Score -1.02841e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -10285802.000000 Penalty: 3682.951660
	Iteration 3Q: 3 clusters Score -1.02858e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -10288418.000000 Penalty: 3682.951660
	Iteration 4F: 3 clusters Score -1.028842e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -10292495.000000 Penalty: 3682.951660
	Iteration 5F: 3 clusters Score -1.02925e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -10297963.000000 Penalty: 3682.951660
	Iteration 6F: 3 clusters Score -1.029796e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -10302744.000000 Penalty: 3682.951660
	Iteration 7F: 3 clusters Score -1.030274e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -10306304.000000 Penalty: 3682.951660
	Iteration 8F: 3 clusters Score -1.03063e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 81286 members 
Entering Unmasked Estep 
Score: -10308368.000000 Penalty: 3682.951660
	Iteration 9Q: 3 clusters Score -1.030837e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 82404 members 
Entering Unmasked Estep 
Score: -10309424.000000 Penalty: 3682.951660
	Iteration 10Q: 3 clusters Score -1.030942e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -10309813.000000 Penalty: 3682.951660
	Iteration 11Q: 3 clusters Score -1.030981e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -10309966.000000 Penalty: 3682.951660
	Iteration 12Q: 3 clusters Score -1.030997e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -10310058.000000 Penalty: 3682.951660
	Iteration 13Q: 3 clusters Score -1.031006e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -10310139.000000 Penalty: 3682.951660
	Iteration 14Q: 3 clusters Score -1.031014e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -10310144.000000 Penalty: 3682.951660
	Iteration 15Q: 3 clusters Score -1.031014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 83099 members 
Entering Unmasked Estep 
Score: -10310176.000000 Penalty: 3682.951660
	Iteration 16Q: 3 clusters Score -1.031018e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -10310215.000000 Penalty: 3682.951660
	Iteration 17Q: 3 clusters Score -1.031022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 83111 members 
Entering Unmasked Estep 
Score: -10310228.000000 Penalty: 3682.951660
	Iteration 18Q: 3 clusters Score -1.031023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -10310236.000000 Penalty: 3682.951660
	Iteration 19Q: 3 clusters Score -1.031024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
Score: -10310242.000000 Penalty: 3682.951660
	Iteration 20F: 3 clusters Score -1.031024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 83105 members 
Entering Unmasked Estep 
Score: -10310241.000000 Penalty: 3682.951660
	Iteration 21Q: 3 clusters Score -1.031024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 83105 members 
Entering Unmasked Estep 
Score: -10310241.000000 Penalty: 3682.951660
	Iteration 22F: 3 clusters Score -1.031024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Entering Unmasked Estep 
Score: -4069158.500000 Penalty: 1688.930176
	Iteration 0F: 2 clusters Score -4069158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4047168.000000 Penalty: 3377.860352
	Iteration 0F: 3 clusters Score -4047168 nChanged 15103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -4055533.000000 Penalty: 3377.860352
	Iteration 1F: 3 clusters Score -4055533 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -4056008.250000 Penalty: 3377.860352
	Iteration 2Q: 3 clusters Score -4056008 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4056545.250000 Penalty: 3377.860352
	Iteration 3Q: 3 clusters Score -4056545 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -4057236.750000 Penalty: 3377.860352
	Iteration 4Q: 3 clusters Score -4057237 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -4058313.250000 Penalty: 3377.860352
	Iteration 5F: 3 clusters Score -4058313 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -4059894.250000 Penalty: 3377.860352
	Iteration 6F: 3 clusters Score -4059894 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -4061998.250000 Penalty: 3377.860352
	Iteration 7F: 3 clusters Score -4061998 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -4063993.000000 Penalty: 3377.860352
	Iteration 8F: 3 clusters Score -4063993 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4065638.000000 Penalty: 3377.860352
	Iteration 9F: 3 clusters Score -4065638 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4066664.750000 Penalty: 3377.860352
	Iteration 10Q: 3 clusters Score -4066665 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4067169.250000 Penalty: 3377.860352
	Iteration 11Q: 3 clusters Score -4067169 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4067384.750000 Penalty: 3377.860352
	Iteration 12Q: 3 clusters Score -4067385 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4067508.500000 Penalty: 3377.860352
	Iteration 13Q: 3 clusters Score -4067508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4067574.750000 Penalty: 3377.860352
	Iteration 14Q: 3 clusters Score -4067575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4067598.250000 Penalty: 3377.860352
	Iteration 15Q: 3 clusters Score -4067598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4067629.250000 Penalty: 3377.860352
	Iteration 16Q: 3 clusters Score -4067629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4067638.000000 Penalty: 3377.860352
	Iteration 17Q: 3 clusters Score -4067638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4067644.000000 Penalty: 3377.860352
	Iteration 18Q: 3 clusters Score -4067644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4067648.250000 Penalty: 3377.860352
	Iteration 19Q: 3 clusters Score -4067648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4067650.750000 Penalty: 3377.860352
	Iteration 20F: 3 clusters Score -4067651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4067655.000000 Penalty: 3377.860352
	Iteration 21Q: 3 clusters Score -4067655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4067653.750000 Penalty: 3377.860352
	Iteration 22Q: 3 clusters Score -4067654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4067653.750000 Penalty: 3377.860352
	Iteration 23F: 3 clusters Score -4067654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Entering Unmasked Estep 
Score: -1807182.625000 Penalty: 1554.084961
	Iteration 0F: 2 clusters Score -1807183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1797365.500000 Penalty: 3108.169922
	Iteration 0F: 3 clusters Score -1797366 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1800742.000000 Penalty: 3108.169922
	Iteration 1F: 3 clusters Score -1800742 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1800992.500000 Penalty: 3108.169922
	Iteration 2Q: 3 clusters Score -1800992 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1801201.250000 Penalty: 3108.169922
	Iteration 3Q: 3 clusters Score -1801201 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1801389.625000 Penalty: 3108.169922
	Iteration 4Q: 3 clusters Score -1801390 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1801562.375000 Penalty: 3108.169922
	Iteration 5Q: 3 clusters Score -1801562 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1801781.375000 Penalty: 3108.169922
	Iteration 6Q: 3 clusters Score -1801781 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1802085.750000 Penalty: 3108.169922
	Iteration 7Q: 3 clusters Score -1802086 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1802510.250000 Penalty: 3108.169922
	Iteration 8Q: 3 clusters Score -1802510 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1803071.375000 Penalty: 3108.169922
	Iteration 9F: 3 clusters Score -1803071 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1803655.375000 Penalty: 3108.169922
	Iteration 10F: 3 clusters Score -1803655 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1804216.500000 Penalty: 3108.169922
	Iteration 11Q: 3 clusters Score -1804216 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1804697.750000 Penalty: 3108.169922
	Iteration 12Q: 3 clusters Score -1804698 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1805059.000000 Penalty: 3108.169922
	Iteration 13Q: 3 clusters Score -1805059 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1805308.625000 Penalty: 3108.169922
	Iteration 14Q: 3 clusters Score -1805309 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1805446.125000 Penalty: 3108.169922
	Iteration 15Q: 3 clusters Score -1805446 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1805548.875000 Penalty: 3108.169922
	Iteration 16Q: 3 clusters Score -1805549 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1805632.500000 Penalty: 3108.169922
	Iteration 17Q: 3 clusters Score -1805632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1805692.000000 Penalty: 3108.169922
	Iteration 18Q: 3 clusters Score -1805692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1805741.500000 Penalty: 3108.169922
	Iteration 19Q: 3 clusters Score -1805742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1805760.000000 Penalty: 3108.169922
	Iteration 20F: 3 clusters Score -1805760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1805779.500000 Penalty: 3108.169922
	Iteration 21Q: 3 clusters Score -1805780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1805792.875000 Penalty: 3108.169922
	Iteration 22Q: 3 clusters Score -1805793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1805803.875000 Penalty: 3108.169922
	Iteration 23Q: 3 clusters Score -1805804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1805814.250000 Penalty: 3108.169922
	Iteration 24Q: 3 clusters Score -1805814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1805827.125000 Penalty: 3108.169922
	Iteration 25Q: 3 clusters Score -1805827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1805844.375000 Penalty: 3108.169922
	Iteration 26Q: 3 clusters Score -1805844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1805850.625000 Penalty: 3108.169922
	Iteration 27Q: 3 clusters Score -1805851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1805857.750000 Penalty: 3108.169922
	Iteration 28Q: 3 clusters Score -1805858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1805861.000000 Penalty: 3108.169922
	Iteration 29Q: 3 clusters Score -1805861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1805864.875000 Penalty: 3108.169922
	Iteration 30Q: 3 clusters Score -1805865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1805863.625000 Penalty: 3108.169922
	Iteration 31Q: 3 clusters Score -1805864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1805863.625000 Penalty: 3108.169922
	Iteration 32F: 3 clusters Score -1805864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Entering Unmasked Estep 
Score: -3844024.750000 Penalty: 1678.719849
	Iteration 0F: 2 clusters Score -3844025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3823361.250000 Penalty: 3357.439697
	Iteration 0F: 3 clusters Score -3823361 nChanged 14162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3831139.750000 Penalty: 3357.439697
	Iteration 1F: 3 clusters Score -3831140 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3831488.000000 Penalty: 3357.439697
	Iteration 2Q: 3 clusters Score -3831488 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3831817.500000 Penalty: 3357.439697
	Iteration 3Q: 3 clusters Score -3831818 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3832146.750000 Penalty: 3357.439697
	Iteration 4Q: 3 clusters Score -3832147 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3832490.750000 Penalty: 3357.439697
	Iteration 5Q: 3 clusters Score -3832491 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3832881.750000 Penalty: 3357.439697
	Iteration 6Q: 3 clusters Score -3832882 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3833326.000000 Penalty: 3357.439697
	Iteration 7Q: 3 clusters Score -3833326 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3833803.250000 Penalty: 3357.439697
	Iteration 8Q: 3 clusters Score -3833803 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3834360.750000 Penalty: 3357.439697
	Iteration 9Q: 3 clusters Score -3834361 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3835043.750000 Penalty: 3357.439697
	Iteration 10Q: 3 clusters Score -3835044 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3835750.750000 Penalty: 3357.439697
	Iteration 11Q: 3 clusters Score -3835751 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3836353.750000 Penalty: 3357.439697
	Iteration 12Q: 3 clusters Score -3836354 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3836732.500000 Penalty: 3357.439697
	Iteration 13Q: 3 clusters Score -3836732 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3836917.500000 Penalty: 3357.439697
	Iteration 14Q: 3 clusters Score -3836918 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3837051.000000 Penalty: 3357.439697
	Iteration 15Q: 3 clusters Score -3837051 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3837083.250000 Penalty: 3357.439697
	Iteration 16Q: 3 clusters Score -3837083 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3837134.750000 Penalty: 3357.439697
	Iteration 17Q: 3 clusters Score -3837135 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3837168.750000 Penalty: 3357.439697
	Iteration 18Q: 3 clusters Score -3837169 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3837170.000000 Penalty: 3357.439697
	Iteration 19Q: 3 clusters Score -3837170 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3837181.250000 Penalty: 3357.439697
	Iteration 20F: 3 clusters Score -3837181 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3837185.750000 Penalty: 3357.439697
	Iteration 21Q: 3 clusters Score -3837186 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3837208.750000 Penalty: 3357.439697
	Iteration 22Q: 3 clusters Score -3837209 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3837232.500000 Penalty: 3357.439697
	Iteration 23Q: 3 clusters Score -3837232 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3837256.000000 Penalty: 3357.439697
	Iteration 24Q: 3 clusters Score -3837256 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3837272.250000 Penalty: 3357.439697
	Iteration 25Q: 3 clusters Score -3837272 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3837297.000000 Penalty: 3357.439697
	Iteration 26Q: 3 clusters Score -3837297 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -3837331.750000 Penalty: 3357.439697
	Iteration 27Q: 3 clusters Score -3837332 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3837358.250000 Penalty: 3357.439697
	Iteration 28Q: 3 clusters Score -3837358 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3837410.250000 Penalty: 3357.439697
	Iteration 29Q: 3 clusters Score -3837410 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -3837480.000000 Penalty: 3357.439697
	Iteration 30Q: 3 clusters Score -3837480 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3837536.500000 Penalty: 3357.439697
	Iteration 31Q: 3 clusters Score -3837536 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -3837598.750000 Penalty: 3357.439697
	Iteration 32Q: 3 clusters Score -3837599 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3837672.500000 Penalty: 3357.439697
	Iteration 33Q: 3 clusters Score -3837672 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3837754.750000 Penalty: 3357.439697
	Iteration 34Q: 3 clusters Score -3837755 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3837861.250000 Penalty: 3357.439697
	Iteration 35Q: 3 clusters Score -3837861 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -3837961.000000 Penalty: 3357.439697
	Iteration 36Q: 3 clusters Score -3837961 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -3838075.500000 Penalty: 3357.439697
	Iteration 37Q: 3 clusters Score -3838076 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3838206.750000 Penalty: 3357.439697
	Iteration 38Q: 3 clusters Score -3838207 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -3838331.250000 Penalty: 3357.439697
	Iteration 39Q: 3 clusters Score -3838331 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3838488.250000 Penalty: 3357.439697
	Iteration 40F: 3 clusters Score -3838488 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3838648.000000 Penalty: 3357.439697
	Iteration 41Q: 3 clusters Score -3838648 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -3838787.500000 Penalty: 3357.439697
	Iteration 42Q: 3 clusters Score -3838788 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3838942.250000 Penalty: 3357.439697
	Iteration 43Q: 3 clusters Score -3838942 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3839106.750000 Penalty: 3357.439697
	Iteration 44Q: 3 clusters Score -3839107 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3839315.500000 Penalty: 3357.439697
	Iteration 45Q: 3 clusters Score -3839316 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3839518.750000 Penalty: 3357.439697
	Iteration 46Q: 3 clusters Score -3839519 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3839712.250000 Penalty: 3357.439697
	Iteration 47Q: 3 clusters Score -3839712 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3839972.250000 Penalty: 3357.439697
	Iteration 48Q: 3 clusters Score -3839972 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3840228.250000 Penalty: 3357.439697
	Iteration 49Q: 3 clusters Score -3840228 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3840511.750000 Penalty: 3357.439697
	Iteration 50Q: 3 clusters Score -3840512 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3840800.250000 Penalty: 3357.439697
	Iteration 51Q: 3 clusters Score -3840800 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3841040.500000 Penalty: 3357.439697
	Iteration 52Q: 3 clusters Score -3841040 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3841272.750000 Penalty: 3357.439697
	Iteration 53Q: 3 clusters Score -3841273 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3841490.250000 Penalty: 3357.439697
	Iteration 54Q: 3 clusters Score -3841490 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3841709.000000 Penalty: 3357.439697
	Iteration 55Q: 3 clusters Score -3841709 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3841890.000000 Penalty: 3357.439697
	Iteration 56Q: 3 clusters Score -3841890 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3842037.500000 Penalty: 3357.439697
	Iteration 57Q: 3 clusters Score -3842038 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3842141.000000 Penalty: 3357.439697
	Iteration 58Q: 3 clusters Score -3842141 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3842240.000000 Penalty: 3357.439697
	Iteration 59Q: 3 clusters Score -3842240 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3842331.250000 Penalty: 3357.439697
	Iteration 60F: 3 clusters Score -3842331 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3842390.750000 Penalty: 3357.439697
	Iteration 61Q: 3 clusters Score -3842391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3842442.750000 Penalty: 3357.439697
	Iteration 62Q: 3 clusters Score -3842443 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3842478.250000 Penalty: 3357.439697
	Iteration 63Q: 3 clusters Score -3842478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3842484.250000 Penalty: 3357.439697
	Iteration 64Q: 3 clusters Score -3842484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3842502.000000 Penalty: 3357.439697
	Iteration 65Q: 3 clusters Score -3842502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3842514.000000 Penalty: 3357.439697
	Iteration 66Q: 3 clusters Score -3842514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3842523.250000 Penalty: 3357.439697
	Iteration 67Q: 3 clusters Score -3842523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3842543.500000 Penalty: 3357.439697
	Iteration 68Q: 3 clusters Score -3842544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3842552.000000 Penalty: 3357.439697
	Iteration 69Q: 3 clusters Score -3842552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3842560.750000 Penalty: 3357.439697
	Iteration 70Q: 3 clusters Score -3842561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3842564.750000 Penalty: 3357.439697
	Iteration 71Q: 3 clusters Score -3842565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3842568.000000 Penalty: 3357.439697
	Iteration 72Q: 3 clusters Score -3842568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3842569.500000 Penalty: 3357.439697
	Iteration 73Q: 3 clusters Score -3842570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3842573.500000 Penalty: 3357.439697
	Iteration 74Q: 3 clusters Score -3842574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3842574.500000 Penalty: 3357.439697
	Iteration 75Q: 3 clusters Score -3842574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3842574.750000 Penalty: 3357.439697
	Iteration 76Q: 3 clusters Score -3842575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3842575.750000 Penalty: 3357.439697
	Iteration 77Q: 3 clusters Score -3842576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3842581.500000 Penalty: 3357.439697
	Iteration 78Q: 3 clusters Score -3842582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3842582.000000 Penalty: 3357.439697
	Iteration 79Q: 3 clusters Score -3842582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3842582.750000 Penalty: 3357.439697
	Iteration 80F: 3 clusters Score -3842583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3842583.750000 Penalty: 3357.439697
	Iteration 81Q: 3 clusters Score -3842584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3842590.250000 Penalty: 3357.439697
	Iteration 82Q: 3 clusters Score -3842590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3842587.000000 Penalty: 3357.439697
	Iteration 83Q: 3 clusters Score -3842587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3842583.750000 Penalty: 3357.439697
	Iteration 84Q: 3 clusters Score -3842584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3842583.000000 Penalty: 3357.439697
	Iteration 85Q: 3 clusters Score -3842583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3842587.250000 Penalty: 3357.439697
	Iteration 86Q: 3 clusters Score -3842587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3842590.250000 Penalty: 3357.439697
	Iteration 87Q: 3 clusters Score -3842590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3842593.250000 Penalty: 3357.439697
	Iteration 88Q: 3 clusters Score -3842593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3842596.500000 Penalty: 3357.439697
	Iteration 89Q: 3 clusters Score -3842596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3842597.000000 Penalty: 3357.439697
	Iteration 90Q: 3 clusters Score -3842597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3842597.000000 Penalty: 3357.439697
	Iteration 91F: 3 clusters Score -3842597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (93339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93339 members 
Entering Unmasked Estep 
Score: -11560294.000000 Penalty: 1859.648926
	Iteration 0F: 2 clusters Score -1.156029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -11507967.000000 Penalty: 3719.297852
	Iteration 0F: 3 clusters Score -1.150797e+07 nChanged 44550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -11534020.000000 Penalty: 3719.297852
	Iteration 1F: 3 clusters Score -1.153402e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -11534515.000000 Penalty: 3719.297852
	Iteration 2Q: 3 clusters Score -1.153452e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -11535062.000000 Penalty: 3719.297852
	Iteration 3Q: 3 clusters Score -1.153506e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -11535649.000000 Penalty: 3719.297852
	Iteration 4Q: 3 clusters Score -1.153565e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -11536459.000000 Penalty: 3719.297852
	Iteration 5Q: 3 clusters Score -1.153646e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -11537429.000000 Penalty: 3719.297852
	Iteration 6Q: 3 clusters Score -1.153743e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -11538478.000000 Penalty: 3719.297852
	Iteration 7Q: 3 clusters Score -1.153848e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -11539760.000000 Penalty: 3719.297852
	Iteration 8Q: 3 clusters Score -1.153976e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -11541241.000000 Penalty: 3719.297852
	Iteration 9Q: 3 clusters Score -1.154124e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -11543211.000000 Penalty: 3719.297852
	Iteration 10Q: 3 clusters Score -1.154321e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -11545578.000000 Penalty: 3719.297852
	Iteration 11Q: 3 clusters Score -1.154558e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -11548231.000000 Penalty: 3719.297852
	Iteration 12Q: 3 clusters Score -1.154823e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -11550938.000000 Penalty: 3719.297852
	Iteration 13Q: 3 clusters Score -1.155094e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -11553189.000000 Penalty: 3719.297852
	Iteration 14Q: 3 clusters Score -1.155319e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -11554962.000000 Penalty: 3719.297852
	Iteration 15Q: 3 clusters Score -1.155496e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -11556167.000000 Penalty: 3719.297852
	Iteration 16Q: 3 clusters Score -1.155617e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -11556878.000000 Penalty: 3719.297852
	Iteration 17Q: 3 clusters Score -1.155688e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -11557312.000000 Penalty: 3719.297852
	Iteration 18Q: 3 clusters Score -1.155731e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -11557533.000000 Penalty: 3719.297852
	Iteration 19Q: 3 clusters Score -1.155753e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -11557728.000000 Penalty: 3719.297852
	Iteration 20F: 3 clusters Score -1.155773e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -11557918.000000 Penalty: 3719.297852
	Iteration 21Q: 3 clusters Score -1.155792e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -11558013.000000 Penalty: 3719.297852
	Iteration 22Q: 3 clusters Score -1.155801e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -11558126.000000 Penalty: 3719.297852
	Iteration 23Q: 3 clusters Score -1.155813e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -11558241.000000 Penalty: 3719.297852
	Iteration 24Q: 3 clusters Score -1.155824e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63894 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -11558333.000000 Penalty: 3719.297852
	Iteration 25Q: 3 clusters Score -1.155833e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -11558430.000000 Penalty: 3719.297852
	Iteration 26Q: 3 clusters Score -1.155843e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -11558497.000000 Penalty: 3719.297852
	Iteration 27Q: 3 clusters Score -1.15585e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -11558590.000000 Penalty: 3719.297852
	Iteration 28Q: 3 clusters Score -1.155859e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -11558638.000000 Penalty: 3719.297852
	Iteration 29Q: 3 clusters Score -1.155864e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -11558680.000000 Penalty: 3719.297852
	Iteration 30Q: 3 clusters Score -1.155868e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -11558746.000000 Penalty: 3719.297852
	Iteration 31Q: 3 clusters Score -1.155875e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -11558780.000000 Penalty: 3719.297852
	Iteration 32Q: 3 clusters Score -1.155878e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -11558799.000000 Penalty: 3719.297852
	Iteration 33Q: 3 clusters Score -1.15588e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -11558827.000000 Penalty: 3719.297852
	Iteration 34Q: 3 clusters Score -1.155883e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -11558818.000000 Penalty: 3719.297852
	Iteration 35Q: 3 clusters Score -1.155882e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -11558855.000000 Penalty: 3719.297852
	Iteration 36Q: 3 clusters Score -1.155886e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -11558858.000000 Penalty: 3719.297852
	Iteration 37Q: 3 clusters Score -1.155886e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -11558862.000000 Penalty: 3719.297852
	Iteration 38Q: 3 clusters Score -1.155886e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -11558855.000000 Penalty: 3719.297852
	Iteration 39Q: 3 clusters Score -1.155886e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -11558904.000000 Penalty: 3719.297852
	Iteration 40F: 3 clusters Score -1.15589e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -11558915.000000 Penalty: 3719.297852
	Iteration 41Q: 3 clusters Score -1.155892e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -11558895.000000 Penalty: 3719.297852
	Iteration 42Q: 3 clusters Score -1.15589e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -11558890.000000 Penalty: 3719.297852
	Iteration 43Q: 3 clusters Score -1.155889e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -11558912.000000 Penalty: 3719.297852
	Iteration 44Q: 3 clusters Score -1.155891e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -11558933.000000 Penalty: 3719.297852
	Iteration 45Q: 3 clusters Score -1.155893e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -11558948.000000 Penalty: 3719.297852
	Iteration 46Q: 3 clusters Score -1.155895e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -11558975.000000 Penalty: 3719.297852
	Iteration 47Q: 3 clusters Score -1.155898e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -11558991.000000 Penalty: 3719.297852
	Iteration 48Q: 3 clusters Score -1.155899e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -11558985.000000 Penalty: 3719.297852
	Iteration 49Q: 3 clusters Score -1.155898e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -11558987.000000 Penalty: 3719.297852
	Iteration 50Q: 3 clusters Score -1.155899e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -11559007.000000 Penalty: 3719.297852
	Iteration 51Q: 3 clusters Score -1.155901e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -11559017.000000 Penalty: 3719.297852
	Iteration 52Q: 3 clusters Score -1.155902e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -11559017.000000 Penalty: 3719.297852
	Iteration 53Q: 3 clusters Score -1.155902e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -11559042.000000 Penalty: 3719.297852
	Iteration 54Q: 3 clusters Score -1.155904e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -11559066.000000 Penalty: 3719.297852
	Iteration 55Q: 3 clusters Score -1.155907e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61366 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -11559090.000000 Penalty: 3719.297852
	Iteration 56Q: 3 clusters Score -1.155909e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -11559099.000000 Penalty: 3719.297852
	Iteration 57Q: 3 clusters Score -1.15591e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -11559124.000000 Penalty: 3719.297852
	Iteration 58Q: 3 clusters Score -1.155912e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -11559159.000000 Penalty: 3719.297852
	Iteration 59Q: 3 clusters Score -1.155916e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -11559136.000000 Penalty: 3719.297852
	Iteration 60F: 3 clusters Score -1.155914e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -11559149.000000 Penalty: 3719.297852
	Iteration 61Q: 3 clusters Score -1.155915e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -11559186.000000 Penalty: 3719.297852
	Iteration 62Q: 3 clusters Score -1.155919e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -11559199.000000 Penalty: 3719.297852
	Iteration 63Q: 3 clusters Score -1.15592e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -11559209.000000 Penalty: 3719.297852
	Iteration 64Q: 3 clusters Score -1.155921e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -11559224.000000 Penalty: 3719.297852
	Iteration 65Q: 3 clusters Score -1.155922e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -11559216.000000 Penalty: 3719.297852
	Iteration 66Q: 3 clusters Score -1.155922e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -11559210.000000 Penalty: 3719.297852
	Iteration 67Q: 3 clusters Score -1.155921e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -11559230.000000 Penalty: 3719.297852
	Iteration 68Q: 3 clusters Score -1.155923e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -11559212.000000 Penalty: 3719.297852
	Iteration 69Q: 3 clusters Score -1.155921e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -11559228.000000 Penalty: 3719.297852
	Iteration 70Q: 3 clusters Score -1.155923e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -11559241.000000 Penalty: 3719.297852
	Iteration 71Q: 3 clusters Score -1.155924e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -11559254.000000 Penalty: 3719.297852
	Iteration 72Q: 3 clusters Score -1.155925e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -11559255.000000 Penalty: 3719.297852
	Iteration 73Q: 3 clusters Score -1.155926e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -11559257.000000 Penalty: 3719.297852
	Iteration 74Q: 3 clusters Score -1.155926e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -11559272.000000 Penalty: 3719.297852
	Iteration 75Q: 3 clusters Score -1.155927e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -11559276.000000 Penalty: 3719.297852
	Iteration 76Q: 3 clusters Score -1.155928e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -11559281.000000 Penalty: 3719.297852
	Iteration 77Q: 3 clusters Score -1.155928e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -11559283.000000 Penalty: 3719.297852
	Iteration 78Q: 3 clusters Score -1.155928e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -11559283.000000 Penalty: 3719.297852
	Iteration 79Q: 3 clusters Score -1.155928e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -11559278.000000 Penalty: 3719.297852
	Iteration 80F: 3 clusters Score -1.155928e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -11559277.000000 Penalty: 3719.297852
	Iteration 81Q: 3 clusters Score -1.155928e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -11559291.000000 Penalty: 3719.297852
	Iteration 82Q: 3 clusters Score -1.155929e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -11559309.000000 Penalty: 3719.297852
	Iteration 83Q: 3 clusters Score -1.155931e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -11559311.000000 Penalty: 3719.297852
	Iteration 84Q: 3 clusters Score -1.155931e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -11559305.000000 Penalty: 3719.297852
	Iteration 85Q: 3 clusters Score -1.15593e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -11559323.000000 Penalty: 3719.297852
	Iteration 86Q: 3 clusters Score -1.155932e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -11559308.000000 Penalty: 3719.297852
	Iteration 87Q: 3 clusters Score -1.155931e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -11559301.000000 Penalty: 3719.297852
	Iteration 88Q: 3 clusters Score -1.15593e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -11559299.000000 Penalty: 3719.297852
	Iteration 89Q: 3 clusters Score -1.15593e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -11559318.000000 Penalty: 3719.297852
	Iteration 90Q: 3 clusters Score -1.155932e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -11559314.000000 Penalty: 3719.297852
	Iteration 91Q: 3 clusters Score -1.155931e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -11559285.000000 Penalty: 3719.297852
	Iteration 92Q: 3 clusters Score -1.155928e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -11559310.000000 Penalty: 3719.297852
	Iteration 93Q: 3 clusters Score -1.155931e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -11559322.000000 Penalty: 3719.297852
	Iteration 94Q: 3 clusters Score -1.155932e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -11559323.000000 Penalty: 3719.297852
	Iteration 95Q: 3 clusters Score -1.155932e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -11559321.000000 Penalty: 3719.297852
	Iteration 96Q: 3 clusters Score -1.155932e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -11559359.000000 Penalty: 3719.297852
	Iteration 97Q: 3 clusters Score -1.155936e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -11559367.000000 Penalty: 3719.297852
	Iteration 98Q: 3 clusters Score -1.155937e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -11559350.000000 Penalty: 3719.297852
	Iteration 99Q: 3 clusters Score -1.155935e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -11559386.000000 Penalty: 3719.297852
	Iteration 100F: 3 clusters Score -1.155939e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58394 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -11559407.000000 Penalty: 3719.297852
	Iteration 101Q: 3 clusters Score -1.155941e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -11559413.000000 Penalty: 3719.297852
	Iteration 102Q: 3 clusters Score -1.155941e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -11559421.000000 Penalty: 3719.297852
	Iteration 103Q: 3 clusters Score -1.155942e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -11559427.000000 Penalty: 3719.297852
	Iteration 104Q: 3 clusters Score -1.155943e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -11559427.000000 Penalty: 3719.297852
	Iteration 105Q: 3 clusters Score -1.155943e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -11559449.000000 Penalty: 3719.297852
	Iteration 106Q: 3 clusters Score -1.155945e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -11559420.000000 Penalty: 3719.297852
	Iteration 107Q: 3 clusters Score -1.155942e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -11559433.000000 Penalty: 3719.297852
	Iteration 108Q: 3 clusters Score -1.155943e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -11559442.000000 Penalty: 3719.297852
	Iteration 109Q: 3 clusters Score -1.155944e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -11559480.000000 Penalty: 3719.297852
	Iteration 110Q: 3 clusters Score -1.155948e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -11559503.000000 Penalty: 3719.297852
	Iteration 111Q: 3 clusters Score -1.15595e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -11559535.000000 Penalty: 3719.297852
	Iteration 112Q: 3 clusters Score -1.155954e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -11559583.000000 Penalty: 3719.297852
	Iteration 113Q: 3 clusters Score -1.155958e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -11559618.000000 Penalty: 3719.297852
	Iteration 114Q: 3 clusters Score -1.155962e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -11559621.000000 Penalty: 3719.297852
	Iteration 115Q: 3 clusters Score -1.155962e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -11559650.000000 Penalty: 3719.297852
	Iteration 116Q: 3 clusters Score -1.155965e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -11559683.000000 Penalty: 3719.297852
	Iteration 117Q: 3 clusters Score -1.155968e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -11559742.000000 Penalty: 3719.297852
	Iteration 118Q: 3 clusters Score -1.155974e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -11559782.000000 Penalty: 3719.297852
	Iteration 119Q: 3 clusters Score -1.155978e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -11559815.000000 Penalty: 3719.297852
	Iteration 120F: 3 clusters Score -1.155982e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -11559867.000000 Penalty: 3719.297852
	Iteration 121Q: 3 clusters Score -1.155987e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -11559897.000000 Penalty: 3719.297852
	Iteration 122Q: 3 clusters Score -1.15599e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -11559978.000000 Penalty: 3719.297852
	Iteration 123Q: 3 clusters Score -1.155998e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -11560073.000000 Penalty: 3719.297852
	Iteration 124Q: 3 clusters Score -1.156007e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -11560159.000000 Penalty: 3719.297852
	Iteration 125Q: 3 clusters Score -1.156016e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -11560278.000000 Penalty: 3719.297852
	Iteration 126Q: 3 clusters Score -1.156028e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -11560372.000000 Penalty: 3719.297852
	Iteration 127Q: 3 clusters Score -1.156037e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -11560446.000000 Penalty: 3719.297852
	Iteration 128Q: 3 clusters Score -1.156045e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -11560574.000000 Penalty: 3719.297852
	Iteration 129Q: 3 clusters Score -1.156057e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -11560712.000000 Penalty: 3719.297852
	Iteration 130Q: 3 clusters Score -1.156071e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -11560806.000000 Penalty: 3719.297852
	Iteration 131Q: 3 clusters Score -1.156081e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -11560928.000000 Penalty: 3719.297852
	Iteration 132Q: 3 clusters Score -1.156093e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -11560969.000000 Penalty: 3719.297852
	Iteration 133Q: 3 clusters Score -1.156097e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -11561073.000000 Penalty: 3719.297852
	Iteration 134Q: 3 clusters Score -1.156107e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -11561207.000000 Penalty: 3719.297852
	Iteration 135Q: 3 clusters Score -1.156121e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -11561329.000000 Penalty: 3719.297852
	Iteration 136Q: 3 clusters Score -1.156133e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -11561450.000000 Penalty: 3719.297852
	Iteration 137Q: 3 clusters Score -1.156145e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -11561531.000000 Penalty: 3719.297852
	Iteration 138Q: 3 clusters Score -1.156153e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -11561560.000000 Penalty: 3719.297852
	Iteration 139Q: 3 clusters Score -1.156156e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -11561640.000000 Penalty: 3719.297852
	Iteration 140F: 3 clusters Score -1.156164e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -11561701.000000 Penalty: 3719.297852
	Iteration 141Q: 3 clusters Score -1.15617e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -11561706.000000 Penalty: 3719.297852
	Iteration 142Q: 3 clusters Score -1.156171e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -11561750.000000 Penalty: 3719.297852
	Iteration 143Q: 3 clusters Score -1.156175e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -11561777.000000 Penalty: 3719.297852
	Iteration 144Q: 3 clusters Score -1.156178e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -11561839.000000 Penalty: 3719.297852
	Iteration 145Q: 3 clusters Score -1.156184e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -11561824.000000 Penalty: 3719.297852
	Iteration 146Q: 3 clusters Score -1.156182e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -11561826.000000 Penalty: 3719.297852
	Iteration 147Q: 3 clusters Score -1.156183e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -11561877.000000 Penalty: 3719.297852
	Iteration 148Q: 3 clusters Score -1.156188e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -11561918.000000 Penalty: 3719.297852
	Iteration 149Q: 3 clusters Score -1.156192e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -11561932.000000 Penalty: 3719.297852
	Iteration 150Q: 3 clusters Score -1.156193e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -11561963.000000 Penalty: 3719.297852
	Iteration 151Q: 3 clusters Score -1.156196e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -11561929.000000 Penalty: 3719.297852
	Iteration 152Q: 3 clusters Score -1.156193e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -11561928.000000 Penalty: 3719.297852
	Iteration 153Q: 3 clusters Score -1.156193e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -11561919.000000 Penalty: 3719.297852
	Iteration 154Q: 3 clusters Score -1.156192e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -11561948.000000 Penalty: 3719.297852
	Iteration 155Q: 3 clusters Score -1.156195e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -11561953.000000 Penalty: 3719.297852
	Iteration 156Q: 3 clusters Score -1.156195e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -11561947.000000 Penalty: 3719.297852
	Iteration 157Q: 3 clusters Score -1.156195e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -11561930.000000 Penalty: 3719.297852
	Iteration 158Q: 3 clusters Score -1.156193e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -11561948.000000 Penalty: 3719.297852
	Iteration 159Q: 3 clusters Score -1.156195e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -11561945.000000 Penalty: 3719.297852
	Iteration 160F: 3 clusters Score -1.156194e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -11561940.000000 Penalty: 3719.297852
	Iteration 161Q: 3 clusters Score -1.156194e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -11561940.000000 Penalty: 3719.297852
	Iteration 162Q: 3 clusters Score -1.156194e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -11561951.000000 Penalty: 3719.297852
	Iteration 163Q: 3 clusters Score -1.156195e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -11561976.000000 Penalty: 3719.297852
	Iteration 164Q: 3 clusters Score -1.156198e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -11561970.000000 Penalty: 3719.297852
	Iteration 165Q: 3 clusters Score -1.156197e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -11561974.000000 Penalty: 3719.297852
	Iteration 166Q: 3 clusters Score -1.156197e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -11561974.000000 Penalty: 3719.297852
	Iteration 167Q: 3 clusters Score -1.156197e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -11561972.000000 Penalty: 3719.297852
	Iteration 168Q: 3 clusters Score -1.156197e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -11561968.000000 Penalty: 3719.297852
	Iteration 169Q: 3 clusters Score -1.156197e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -11561964.000000 Penalty: 3719.297852
	Iteration 170Q: 3 clusters Score -1.156196e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -11561953.000000 Penalty: 3719.297852
	Iteration 171Q: 3 clusters Score -1.156195e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -11561946.000000 Penalty: 3719.297852
	Iteration 172Q: 3 clusters Score -1.156195e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -11561931.000000 Penalty: 3719.297852
	Iteration 173Q: 3 clusters Score -1.156193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -11561931.000000 Penalty: 3719.297852
	Iteration 174Q: 3 clusters Score -1.156193e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
Score: -11561943.000000 Penalty: 3719.297852
	Iteration 175Q: 3 clusters Score -1.156194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -11561946.000000 Penalty: 3719.297852
	Iteration 176Q: 3 clusters Score -1.156195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -11561947.000000 Penalty: 3719.297852
	Iteration 177Q: 3 clusters Score -1.156195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -11561944.000000 Penalty: 3719.297852
	Iteration 178Q: 3 clusters Score -1.156194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -11561948.000000 Penalty: 3719.297852
	Iteration 179Q: 3 clusters Score -1.156195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -11561941.000000 Penalty: 3719.297852
	Iteration 180F: 3 clusters Score -1.156194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -11561942.000000 Penalty: 3719.297852
	Iteration 181Q: 3 clusters Score -1.156194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 58090 members 
Entering Unmasked Estep 
Score: -11561936.000000 Penalty: 3719.297852
	Iteration 182Q: 3 clusters Score -1.156194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 58090 members 
Entering Unmasked Estep 
Score: -11561936.000000 Penalty: 3719.297852
	Iteration 183F: 3 clusters Score -1.156194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 32644 members 
Mstep: Class 3 contains 14237 members 
Mstep: Class 4 contains 30656 members 
Mstep: Class 5 contains 35249 members 
Mstep: Class 6 contains 7883 members 
Mstep: Class 7 contains 5682 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4081 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37858 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 23724 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 5937 members 
Mstep: Class 22 contains 73771 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 58090 members 
Entering Unmasked Estep 
Score: -62652164.000000 Penalty: 55564.910156
Splitting cluster 5 changes total score from -62650964.000000 to -62652164.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (7883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Entering Unmasked Estep 
Score: -1000281.437500 Penalty: 1458.025391
	Iteration 0F: 2 clusters Score -1000281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -994480.250000 Penalty: 2916.050781
	Iteration 0F: 3 clusters Score -994480.2 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -996218.125000 Penalty: 2916.050781
	Iteration 1F: 3 clusters Score -996218.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -996456.937500 Penalty: 2916.050781
	Iteration 2F: 3 clusters Score -996456.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -996616.312500 Penalty: 2916.050781
	Iteration 3F: 3 clusters Score -996616.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -996726.500000 Penalty: 2916.050781
	Iteration 4Q: 3 clusters Score -996726.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -996834.125000 Penalty: 2916.050781
	Iteration 5Q: 3 clusters Score -996834.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -996925.062500 Penalty: 2916.050781
	Iteration 6Q: 3 clusters Score -996925.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -997005.000000 Penalty: 2916.050781
	Iteration 7Q: 3 clusters Score -997005 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -997078.812500 Penalty: 2916.050781
	Iteration 8Q: 3 clusters Score -997078.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -997141.562500 Penalty: 2916.050781
	Iteration 9Q: 3 clusters Score -997141.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -997202.312500 Penalty: 2916.050781
	Iteration 10Q: 3 clusters Score -997202.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -997253.312500 Penalty: 2916.050781
	Iteration 11Q: 3 clusters Score -997253.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -997306.875000 Penalty: 2916.050781
	Iteration 12Q: 3 clusters Score -997306.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -997354.312500 Penalty: 2916.050781
	Iteration 13Q: 3 clusters Score -997354.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -997394.312500 Penalty: 2916.050781
	Iteration 14Q: 3 clusters Score -997394.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -997442.062500 Penalty: 2916.050781
	Iteration 15Q: 3 clusters Score -997442.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -997488.937500 Penalty: 2916.050781
	Iteration 16Q: 3 clusters Score -997488.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -997554.000000 Penalty: 2916.050781
	Iteration 17Q: 3 clusters Score -997554 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -997626.000000 Penalty: 2916.050781
	Iteration 18Q: 3 clusters Score -997626 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -997702.812500 Penalty: 2916.050781
	Iteration 19Q: 3 clusters Score -997702.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -997794.250000 Penalty: 2916.050781
	Iteration 20F: 3 clusters Score -997794.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -997897.250000 Penalty: 2916.050781
	Iteration 21Q: 3 clusters Score -997897.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -997994.687500 Penalty: 2916.050781
	Iteration 22Q: 3 clusters Score -997994.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -998131.062500 Penalty: 2916.050781
	Iteration 23Q: 3 clusters Score -998131.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -998281.062500 Penalty: 2916.050781
	Iteration 24Q: 3 clusters Score -998281.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -998428.562500 Penalty: 2916.050781
	Iteration 25Q: 3 clusters Score -998428.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -998564.812500 Penalty: 2916.050781
	Iteration 26Q: 3 clusters Score -998564.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -998684.375000 Penalty: 2916.050781
	Iteration 27Q: 3 clusters Score -998684.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -998784.312500 Penalty: 2916.050781
	Iteration 28Q: 3 clusters Score -998784.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -998869.875000 Penalty: 2916.050781
	Iteration 29Q: 3 clusters Score -998869.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -998937.125000 Penalty: 2916.050781
	Iteration 30Q: 3 clusters Score -998937.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -998985.187500 Penalty: 2916.050781
	Iteration 31Q: 3 clusters Score -998985.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -999014.625000 Penalty: 2916.050781
	Iteration 32Q: 3 clusters Score -999014.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -999036.125000 Penalty: 2916.050781
	Iteration 33Q: 3 clusters Score -999036.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -999054.187500 Penalty: 2916.050781
	Iteration 34Q: 3 clusters Score -999054.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -999071.125000 Penalty: 2916.050781
	Iteration 35Q: 3 clusters Score -999071.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -999084.562500 Penalty: 2916.050781
	Iteration 36Q: 3 clusters Score -999084.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -999092.250000 Penalty: 2916.050781
	Iteration 37Q: 3 clusters Score -999092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -999099.375000 Penalty: 2916.050781
	Iteration 38Q: 3 clusters Score -999099.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -999102.562500 Penalty: 2916.050781
	Iteration 39Q: 3 clusters Score -999102.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -999105.375000 Penalty: 2916.050781
	Iteration 40F: 3 clusters Score -999105.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -999108.500000 Penalty: 2916.050781
	Iteration 41Q: 3 clusters Score -999108.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -999108.437500 Penalty: 2916.050781
	Iteration 42Q: 3 clusters Score -999108.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -999108.687500 Penalty: 2916.050781
	Iteration 43Q: 3 clusters Score -999108.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -999108.687500 Penalty: 2916.050781
	Iteration 44F: 3 clusters Score -999108.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Entering Unmasked Estep 
Score: -675099.062500 Penalty: 1404.822021
	Iteration 0F: 2 clusters Score -675099.1 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 2812 members 
Entering Unmasked Estep 
Score: -670695.937500 Penalty: 2809.644043
	Iteration 0F: 3 clusters Score -670695.9 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -671980.750000 Penalty: 2809.644043
	Iteration 1F: 3 clusters Score -671980.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -672151.125000 Penalty: 2809.644043
	Iteration 2F: 3 clusters Score -672151.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -672267.375000 Penalty: 2809.644043
	Iteration 3Q: 3 clusters Score -672267.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -672347.687500 Penalty: 2809.644043
	Iteration 4Q: 3 clusters Score -672347.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -672421.625000 Penalty: 2809.644043
	Iteration 5Q: 3 clusters Score -672421.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -672495.562500 Penalty: 2809.644043
	Iteration 6Q: 3 clusters Score -672495.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -672573.000000 Penalty: 2809.644043
	Iteration 7Q: 3 clusters Score -672573 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -672650.250000 Penalty: 2809.644043
	Iteration 8Q: 3 clusters Score -672650.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -672743.187500 Penalty: 2809.644043
	Iteration 9Q: 3 clusters Score -672743.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -672854.812500 Penalty: 2809.644043
	Iteration 10Q: 3 clusters Score -672854.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -672963.125000 Penalty: 2809.644043
	Iteration 11Q: 3 clusters Score -672963.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -673099.375000 Penalty: 2809.644043
	Iteration 12Q: 3 clusters Score -673099.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -673257.125000 Penalty: 2809.644043
	Iteration 13Q: 3 clusters Score -673257.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -673409.812500 Penalty: 2809.644043
	Iteration 14Q: 3 clusters Score -673409.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -673560.625000 Penalty: 2809.644043
	Iteration 15Q: 3 clusters Score -673560.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -673679.625000 Penalty: 2809.644043
	Iteration 16Q: 3 clusters Score -673679.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -673752.437500 Penalty: 2809.644043
	Iteration 17Q: 3 clusters Score -673752.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -673811.937500 Penalty: 2809.644043
	Iteration 18Q: 3 clusters Score -673811.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -673867.250000 Penalty: 2809.644043
	Iteration 19Q: 3 clusters Score -673867.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -673911.250000 Penalty: 2809.644043
	Iteration 20F: 3 clusters Score -673911.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -673949.500000 Penalty: 2809.644043
	Iteration 21Q: 3 clusters Score -673949.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -673970.750000 Penalty: 2809.644043
	Iteration 22Q: 3 clusters Score -673970.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -673980.687500 Penalty: 2809.644043
	Iteration 23Q: 3 clusters Score -673980.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -673994.250000 Penalty: 2809.644043
	Iteration 24Q: 3 clusters Score -673994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -674007.687500 Penalty: 2809.644043
	Iteration 25Q: 3 clusters Score -674007.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -674021.312500 Penalty: 2809.644043
	Iteration 26Q: 3 clusters Score -674021.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -674030.250000 Penalty: 2809.644043
	Iteration 27Q: 3 clusters Score -674030.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -674043.250000 Penalty: 2809.644043
	Iteration 28Q: 3 clusters Score -674043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -674047.500000 Penalty: 2809.644043
	Iteration 29Q: 3 clusters Score -674047.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -674050.312500 Penalty: 2809.644043
	Iteration 30Q: 3 clusters Score -674050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -674052.187500 Penalty: 2809.644043
	Iteration 31Q: 3 clusters Score -674052.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -674056.937500 Penalty: 2809.644043
	Iteration 32Q: 3 clusters Score -674056.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -674061.437500 Penalty: 2809.644043
	Iteration 33Q: 3 clusters Score -674061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -674064.125000 Penalty: 2809.644043
	Iteration 34Q: 3 clusters Score -674064.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -674064.875000 Penalty: 2809.644043
	Iteration 35Q: 3 clusters Score -674064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -674066.812500 Penalty: 2809.644043
	Iteration 36Q: 3 clusters Score -674066.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -674066.812500 Penalty: 2809.644043
	Iteration 37F: 3 clusters Score -674066.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -548121.437500 Penalty: 1365.435425
	Iteration 0F: 2 clusters Score -548121.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -544446.375000 Penalty: 2730.870850
	Iteration 0F: 3 clusters Score -544446.4 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -545510.750000 Penalty: 2730.870850
	Iteration 1F: 3 clusters Score -545510.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -545733.312500 Penalty: 2730.870850
	Iteration 2F: 3 clusters Score -545733.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -545879.625000 Penalty: 2730.870850
	Iteration 3F: 3 clusters Score -545879.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -545994.062500 Penalty: 2730.870850
	Iteration 4Q: 3 clusters Score -545994.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -546084.875000 Penalty: 2730.870850
	Iteration 5Q: 3 clusters Score -546084.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -546166.875000 Penalty: 2730.870850
	Iteration 6Q: 3 clusters Score -546166.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -546251.812500 Penalty: 2730.870850
	Iteration 7Q: 3 clusters Score -546251.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -546348.250000 Penalty: 2730.870850
	Iteration 8Q: 3 clusters Score -546348.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -546469.875000 Penalty: 2730.870850
	Iteration 9Q: 3 clusters Score -546469.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -546639.437500 Penalty: 2730.870850
	Iteration 10Q: 3 clusters Score -546639.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -546840.437500 Penalty: 2730.870850
	Iteration 11Q: 3 clusters Score -546840.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -547064.312500 Penalty: 2730.870850
	Iteration 12Q: 3 clusters Score -547064.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -547267.437500 Penalty: 2730.870850
	Iteration 13Q: 3 clusters Score -547267.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -547374.500000 Penalty: 2730.870850
	Iteration 14Q: 3 clusters Score -547374.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -547441.312500 Penalty: 2730.870850
	Iteration 15Q: 3 clusters Score -547441.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -547475.437500 Penalty: 2730.870850
	Iteration 16Q: 3 clusters Score -547475.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -547486.000000 Penalty: 2730.870850
	Iteration 17Q: 3 clusters Score -547486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -547490.500000 Penalty: 2730.870850
	Iteration 18Q: 3 clusters Score -547490.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -547492.250000 Penalty: 2730.870850
	Iteration 19Q: 3 clusters Score -547492.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -547497.437500 Penalty: 2730.870850
	Iteration 20F: 3 clusters Score -547497.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -547498.812500 Penalty: 2730.870850
	Iteration 21Q: 3 clusters Score -547498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -547500.937500 Penalty: 2730.870850
	Iteration 22Q: 3 clusters Score -547500.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -547502.875000 Penalty: 2730.870850
	Iteration 23Q: 3 clusters Score -547502.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -547503.312500 Penalty: 2730.870850
	Iteration 24Q: 3 clusters Score -547503.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -547503.937500 Penalty: 2730.870850
	Iteration 25Q: 3 clusters Score -547503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -547505.062500 Penalty: 2730.870850
	Iteration 26Q: 3 clusters Score -547505.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -547505.562500 Penalty: 2730.870850
	Iteration 27Q: 3 clusters Score -547505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -547505.375000 Penalty: 2730.870850
	Iteration 28Q: 3 clusters Score -547505.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -547505.375000 Penalty: 2730.870850
	Iteration 29F: 3 clusters Score -547505.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -31715.990234 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -31715.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30903.843750 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -30903.84 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31085.509766 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -31085.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31137.929688 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -31137.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31175.228516 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -31175.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31200.642578 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -31200.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31225.160156 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -31225.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -31257.091797 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -31257.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -31308.572266 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -31308.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -31344.210938 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -31344.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -31356.287109 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -31356.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -31372.304688 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -31372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -31377.703125 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -31377.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -31380.298828 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -31380.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -31380.298828 Penalty: 1892.489868
	Iteration 13F: 3 clusters Score -31380.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Entering Unmasked Estep 
Score: -482024.156250 Penalty: 1351.040771
	Iteration 0F: 2 clusters Score -482024.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -478570.437500 Penalty: 2702.081543
	Iteration 0F: 3 clusters Score -478570.4 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -479551.812500 Penalty: 2702.081543
	Iteration 1F: 3 clusters Score -479551.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -479695.500000 Penalty: 2702.081543
	Iteration 2F: 3 clusters Score -479695.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -479789.875000 Penalty: 2702.081543
	Iteration 3Q: 3 clusters Score -479789.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -479855.468750 Penalty: 2702.081543
	Iteration 4Q: 3 clusters Score -479855.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -479893.781250 Penalty: 2702.081543
	Iteration 5Q: 3 clusters Score -479893.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -479918.656250 Penalty: 2702.081543
	Iteration 6Q: 3 clusters Score -479918.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -479940.406250 Penalty: 2702.081543
	Iteration 7Q: 3 clusters Score -479940.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -479957.531250 Penalty: 2702.081543
	Iteration 8Q: 3 clusters Score -479957.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -479972.906250 Penalty: 2702.081543
	Iteration 9Q: 3 clusters Score -479972.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -479986.156250 Penalty: 2702.081543
	Iteration 10Q: 3 clusters Score -479986.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -479996.781250 Penalty: 2702.081543
	Iteration 11Q: 3 clusters Score -479996.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -480010.437500 Penalty: 2702.081543
	Iteration 12Q: 3 clusters Score -480010.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -480020.375000 Penalty: 2702.081543
	Iteration 13Q: 3 clusters Score -480020.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -480027.781250 Penalty: 2702.081543
	Iteration 14Q: 3 clusters Score -480027.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -480035.781250 Penalty: 2702.081543
	Iteration 15Q: 3 clusters Score -480035.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -480044.062500 Penalty: 2702.081543
	Iteration 16Q: 3 clusters Score -480044.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -480050.968750 Penalty: 2702.081543
	Iteration 17Q: 3 clusters Score -480051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -480057.781250 Penalty: 2702.081543
	Iteration 18Q: 3 clusters Score -480057.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -480066.875000 Penalty: 2702.081543
	Iteration 19Q: 3 clusters Score -480066.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -480076.468750 Penalty: 2702.081543
	Iteration 20F: 3 clusters Score -480076.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -480088.281250 Penalty: 2702.081543
	Iteration 21Q: 3 clusters Score -480088.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -480102.593750 Penalty: 2702.081543
	Iteration 22Q: 3 clusters Score -480102.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -480119.781250 Penalty: 2702.081543
	Iteration 23Q: 3 clusters Score -480119.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -480136.281250 Penalty: 2702.081543
	Iteration 24Q: 3 clusters Score -480136.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -480151.500000 Penalty: 2702.081543
	Iteration 25Q: 3 clusters Score -480151.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -480170.906250 Penalty: 2702.081543
	Iteration 26Q: 3 clusters Score -480170.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -480188.687500 Penalty: 2702.081543
	Iteration 27Q: 3 clusters Score -480188.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -480206.750000 Penalty: 2702.081543
	Iteration 28Q: 3 clusters Score -480206.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -480224.625000 Penalty: 2702.081543
	Iteration 29Q: 3 clusters Score -480224.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -480247.406250 Penalty: 2702.081543
	Iteration 30Q: 3 clusters Score -480247.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -480271.125000 Penalty: 2702.081543
	Iteration 31Q: 3 clusters Score -480271.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -480297.812500 Penalty: 2702.081543
	Iteration 32Q: 3 clusters Score -480297.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -480332.312500 Penalty: 2702.081543
	Iteration 33Q: 3 clusters Score -480332.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -480379.031250 Penalty: 2702.081543
	Iteration 34Q: 3 clusters Score -480379 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -480433.406250 Penalty: 2702.081543
	Iteration 35Q: 3 clusters Score -480433.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -480488.687500 Penalty: 2702.081543
	Iteration 36Q: 3 clusters Score -480488.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -480541.031250 Penalty: 2702.081543
	Iteration 37Q: 3 clusters Score -480541 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -480581.093750 Penalty: 2702.081543
	Iteration 38Q: 3 clusters Score -480581.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -480621.875000 Penalty: 2702.081543
	Iteration 39Q: 3 clusters Score -480621.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -480664.218750 Penalty: 2702.081543
	Iteration 40F: 3 clusters Score -480664.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -480708.062500 Penalty: 2702.081543
	Iteration 41Q: 3 clusters Score -480708.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -480751.031250 Penalty: 2702.081543
	Iteration 42Q: 3 clusters Score -480751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -480787.125000 Penalty: 2702.081543
	Iteration 43Q: 3 clusters Score -480787.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -480817.968750 Penalty: 2702.081543
	Iteration 44Q: 3 clusters Score -480818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -480834.687500 Penalty: 2702.081543
	Iteration 45Q: 3 clusters Score -480834.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -480846.093750 Penalty: 2702.081543
	Iteration 46Q: 3 clusters Score -480846.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -480855.031250 Penalty: 2702.081543
	Iteration 47Q: 3 clusters Score -480855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -480870.156250 Penalty: 2702.081543
	Iteration 48Q: 3 clusters Score -480870.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -480887.937500 Penalty: 2702.081543
	Iteration 49Q: 3 clusters Score -480887.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -480899.906250 Penalty: 2702.081543
	Iteration 50Q: 3 clusters Score -480899.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -480904.656250 Penalty: 2702.081543
	Iteration 51Q: 3 clusters Score -480904.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -480907.406250 Penalty: 2702.081543
	Iteration 52Q: 3 clusters Score -480907.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -480911.000000 Penalty: 2702.081543
	Iteration 53Q: 3 clusters Score -480911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -480916.250000 Penalty: 2702.081543
	Iteration 54Q: 3 clusters Score -480916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -480920.562500 Penalty: 2702.081543
	Iteration 55Q: 3 clusters Score -480920.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -480925.281250 Penalty: 2702.081543
	Iteration 56Q: 3 clusters Score -480925.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -480925.625000 Penalty: 2702.081543
	Iteration 57Q: 3 clusters Score -480925.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -480925.625000 Penalty: 2702.081543
	Iteration 58F: 3 clusters Score -480925.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17830.117188 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17830.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17182.230469 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -17182.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17277.716797 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -17277.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17301.181641 Penalty: 1696.615723
	Iteration 2Q: 3 clusters Score -17301.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17306.689453 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -17306.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17307.855469 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -17307.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17307.855469 Penalty: 1696.615723
	Iteration 5F: 3 clusters Score -17307.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Entering Unmasked Estep 
Score: -4803075.500000 Penalty: 1713.009521
	Iteration 0F: 2 clusters Score -4803076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -4777795.500000 Penalty: 3426.019043
	Iteration 0F: 3 clusters Score -4777796 nChanged 17668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -4787860.000000 Penalty: 3426.019043
	Iteration 1F: 3 clusters Score -4787860 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -4788360.500000 Penalty: 3426.019043
	Iteration 2Q: 3 clusters Score -4788360 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -4789012.000000 Penalty: 3426.019043
	Iteration 3Q: 3 clusters Score -4789012 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -4789913.500000 Penalty: 3426.019043
	Iteration 4F: 3 clusters Score -4789914 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -4791231.000000 Penalty: 3426.019043
	Iteration 5F: 3 clusters Score -4791231 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -4793040.500000 Penalty: 3426.019043
	Iteration 6F: 3 clusters Score -4793040 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -4795207.000000 Penalty: 3426.019043
	Iteration 7F: 3 clusters Score -4795207 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4797297.500000 Penalty: 3426.019043
	Iteration 8F: 3 clusters Score -4797298 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -4798985.500000 Penalty: 3426.019043
	Iteration 9F: 3 clusters Score -4798986 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4800105.500000 Penalty: 3426.019043
	Iteration 10Q: 3 clusters Score -4800106 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4800810.500000 Penalty: 3426.019043
	Iteration 11Q: 3 clusters Score -4800810 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4801133.000000 Penalty: 3426.019043
	Iteration 12Q: 3 clusters Score -4801133 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4801341.000000 Penalty: 3426.019043
	Iteration 13Q: 3 clusters Score -4801341 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4801441.500000 Penalty: 3426.019043
	Iteration 14Q: 3 clusters Score -4801442 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4801510.000000 Penalty: 3426.019043
	Iteration 15Q: 3 clusters Score -4801510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4801549.000000 Penalty: 3426.019043
	Iteration 16Q: 3 clusters Score -4801549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4801592.000000 Penalty: 3426.019043
	Iteration 17Q: 3 clusters Score -4801592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4801604.500000 Penalty: 3426.019043
	Iteration 18Q: 3 clusters Score -4801604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4801618.500000 Penalty: 3426.019043
	Iteration 19Q: 3 clusters Score -4801618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4801631.000000 Penalty: 3426.019043
	Iteration 20F: 3 clusters Score -4801631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4801629.000000 Penalty: 3426.019043
	Iteration 21Q: 3 clusters Score -4801629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4801632.000000 Penalty: 3426.019043
	Iteration 22Q: 3 clusters Score -4801632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4801642.500000 Penalty: 3426.019043
	Iteration 23Q: 3 clusters Score -4801642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4801638.500000 Penalty: 3426.019043
	Iteration 24Q: 3 clusters Score -4801638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4801643.500000 Penalty: 3426.019043
	Iteration 25Q: 3 clusters Score -4801644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4801649.500000 Penalty: 3426.019043
	Iteration 26Q: 3 clusters Score -4801650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4801651.500000 Penalty: 3426.019043
	Iteration 27Q: 3 clusters Score -4801652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4801650.500000 Penalty: 3426.019043
	Iteration 28Q: 3 clusters Score -4801650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4801648.500000 Penalty: 3426.019043
	Iteration 29Q: 3 clusters Score -4801648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4801648.500000 Penalty: 3426.019043
	Iteration 30F: 3 clusters Score -4801648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Entering Unmasked Estep 
Score: -1347495.750000 Penalty: 1509.682129
	Iteration 0F: 2 clusters Score -1347496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1339760.625000 Penalty: 3019.364258
	Iteration 0F: 3 clusters Score -1339761 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1342256.750000 Penalty: 3019.364258
	Iteration 1F: 3 clusters Score -1342257 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1342524.750000 Penalty: 3019.364258
	Iteration 2F: 3 clusters Score -1342525 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1342733.750000 Penalty: 3019.364258
	Iteration 3F: 3 clusters Score -1342734 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1342934.375000 Penalty: 3019.364258
	Iteration 4Q: 3 clusters Score -1342934 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1343130.250000 Penalty: 3019.364258
	Iteration 5Q: 3 clusters Score -1343130 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1343296.750000 Penalty: 3019.364258
	Iteration 6Q: 3 clusters Score -1343297 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1343446.875000 Penalty: 3019.364258
	Iteration 7Q: 3 clusters Score -1343447 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1343589.000000 Penalty: 3019.364258
	Iteration 8Q: 3 clusters Score -1343589 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1343715.500000 Penalty: 3019.364258
	Iteration 9Q: 3 clusters Score -1343716 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1343828.375000 Penalty: 3019.364258
	Iteration 10Q: 3 clusters Score -1343828 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1343967.875000 Penalty: 3019.364258
	Iteration 11Q: 3 clusters Score -1343968 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1344112.625000 Penalty: 3019.364258
	Iteration 12Q: 3 clusters Score -1344113 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1344253.875000 Penalty: 3019.364258
	Iteration 13Q: 3 clusters Score -1344254 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1344421.250000 Penalty: 3019.364258
	Iteration 14Q: 3 clusters Score -1344421 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1344611.750000 Penalty: 3019.364258
	Iteration 15Q: 3 clusters Score -1344612 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1344784.250000 Penalty: 3019.364258
	Iteration 16Q: 3 clusters Score -1344784 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1344922.500000 Penalty: 3019.364258
	Iteration 17Q: 3 clusters Score -1344922 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1345035.250000 Penalty: 3019.364258
	Iteration 18Q: 3 clusters Score -1345035 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1345137.000000 Penalty: 3019.364258
	Iteration 19Q: 3 clusters Score -1345137 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1345242.125000 Penalty: 3019.364258
	Iteration 20F: 3 clusters Score -1345242 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1345339.500000 Penalty: 3019.364258
	Iteration 21Q: 3 clusters Score -1345340 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1345447.750000 Penalty: 3019.364258
	Iteration 22Q: 3 clusters Score -1345448 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1345550.500000 Penalty: 3019.364258
	Iteration 23Q: 3 clusters Score -1345550 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1345650.125000 Penalty: 3019.364258
	Iteration 24Q: 3 clusters Score -1345650 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1345757.750000 Penalty: 3019.364258
	Iteration 25Q: 3 clusters Score -1345758 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1345847.250000 Penalty: 3019.364258
	Iteration 26Q: 3 clusters Score -1345847 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1345906.375000 Penalty: 3019.364258
	Iteration 27Q: 3 clusters Score -1345906 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1345978.500000 Penalty: 3019.364258
	Iteration 28Q: 3 clusters Score -1345978 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1346031.000000 Penalty: 3019.364258
	Iteration 29Q: 3 clusters Score -1346031 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1346082.625000 Penalty: 3019.364258
	Iteration 30Q: 3 clusters Score -1346083 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1346127.875000 Penalty: 3019.364258
	Iteration 31Q: 3 clusters Score -1346128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1346170.250000 Penalty: 3019.364258
	Iteration 32Q: 3 clusters Score -1346170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1346198.000000 Penalty: 3019.364258
	Iteration 33Q: 3 clusters Score -1346198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1346215.250000 Penalty: 3019.364258
	Iteration 34Q: 3 clusters Score -1346215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1346232.375000 Penalty: 3019.364258
	Iteration 35Q: 3 clusters Score -1346232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1346240.750000 Penalty: 3019.364258
	Iteration 36Q: 3 clusters Score -1346241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1346245.000000 Penalty: 3019.364258
	Iteration 37Q: 3 clusters Score -1346245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1346249.000000 Penalty: 3019.364258
	Iteration 38Q: 3 clusters Score -1346249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1346253.875000 Penalty: 3019.364258
	Iteration 39Q: 3 clusters Score -1346254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1346257.375000 Penalty: 3019.364258
	Iteration 40F: 3 clusters Score -1346257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1346262.000000 Penalty: 3019.364258
	Iteration 41Q: 3 clusters Score -1346262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1346267.875000 Penalty: 3019.364258
	Iteration 42Q: 3 clusters Score -1346268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1346272.375000 Penalty: 3019.364258
	Iteration 43Q: 3 clusters Score -1346272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1346281.750000 Penalty: 3019.364258
	Iteration 44Q: 3 clusters Score -1346282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1346291.250000 Penalty: 3019.364258
	Iteration 45Q: 3 clusters Score -1346291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1346297.750000 Penalty: 3019.364258
	Iteration 46Q: 3 clusters Score -1346298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1346304.875000 Penalty: 3019.364258
	Iteration 47Q: 3 clusters Score -1346305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1346309.750000 Penalty: 3019.364258
	Iteration 48Q: 3 clusters Score -1346310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1346310.250000 Penalty: 3019.364258
	Iteration 49Q: 3 clusters Score -1346310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1346311.250000 Penalty: 3019.364258
	Iteration 50Q: 3 clusters Score -1346311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1346310.000000 Penalty: 3019.364258
	Iteration 51Q: 3 clusters Score -1346310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1346311.750000 Penalty: 3019.364258
	Iteration 52Q: 3 clusters Score -1346312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1346311.625000 Penalty: 3019.364258
	Iteration 53Q: 3 clusters Score -1346312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1346315.125000 Penalty: 3019.364258
	Iteration 54Q: 3 clusters Score -1346315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1346315.250000 Penalty: 3019.364258
	Iteration 55Q: 3 clusters Score -1346315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1346316.875000 Penalty: 3019.364258
	Iteration 56Q: 3 clusters Score -1346317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1346317.625000 Penalty: 3019.364258
	Iteration 57Q: 3 clusters Score -1346318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1346316.500000 Penalty: 3019.364258
	Iteration 58Q: 3 clusters Score -1346316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1346320.250000 Penalty: 3019.364258
	Iteration 59Q: 3 clusters Score -1346320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1346323.375000 Penalty: 3019.364258
	Iteration 60F: 3 clusters Score -1346323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1346321.875000 Penalty: 3019.364258
	Iteration 61Q: 3 clusters Score -1346322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1346323.500000 Penalty: 3019.364258
	Iteration 62Q: 3 clusters Score -1346324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1346323.250000 Penalty: 3019.364258
	Iteration 63Q: 3 clusters Score -1346323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1346325.875000 Penalty: 3019.364258
	Iteration 64Q: 3 clusters Score -1346326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1346325.000000 Penalty: 3019.364258
	Iteration 65Q: 3 clusters Score -1346325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1346325.625000 Penalty: 3019.364258
	Iteration 66Q: 3 clusters Score -1346326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1346326.625000 Penalty: 3019.364258
	Iteration 67Q: 3 clusters Score -1346327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1346326.750000 Penalty: 3019.364258
	Iteration 68Q: 3 clusters Score -1346327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1346329.375000 Penalty: 3019.364258
	Iteration 69Q: 3 clusters Score -1346329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1346329.375000 Penalty: 3019.364258
	Iteration 70F: 3 clusters Score -1346329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Entering Unmasked Estep 
Score: -2947318.750000 Penalty: 1637.064453
	Iteration 0F: 2 clusters Score -2947319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2931184.750000 Penalty: 3274.128906
	Iteration 0F: 3 clusters Score -2931185 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2937464.000000 Penalty: 3274.128906
	Iteration 1F: 3 clusters Score -2937464 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2938016.000000 Penalty: 3274.128906
	Iteration 2F: 3 clusters Score -2938016 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2938682.500000 Penalty: 3274.128906
	Iteration 3F: 3 clusters Score -2938682 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2939546.750000 Penalty: 3274.128906
	Iteration 4F: 3 clusters Score -2939547 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2940657.250000 Penalty: 3274.128906
	Iteration 5F: 3 clusters Score -2940657 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2941936.000000 Penalty: 3274.128906
	Iteration 6F: 3 clusters Score -2941936 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2943199.000000 Penalty: 3274.128906
	Iteration 7F: 3 clusters Score -2943199 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2944293.250000 Penalty: 3274.128906
	Iteration 8F: 3 clusters Score -2944293 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2944991.000000 Penalty: 3274.128906
	Iteration 9Q: 3 clusters Score -2944991 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2945431.500000 Penalty: 3274.128906
	Iteration 10Q: 3 clusters Score -2945432 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2945654.000000 Penalty: 3274.128906
	Iteration 11Q: 3 clusters Score -2945654 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2945792.750000 Penalty: 3274.128906
	Iteration 12Q: 3 clusters Score -2945793 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2945842.750000 Penalty: 3274.128906
	Iteration 13Q: 3 clusters Score -2945843 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2945900.250000 Penalty: 3274.128906
	Iteration 14Q: 3 clusters Score -2945900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2945940.750000 Penalty: 3274.128906
	Iteration 15Q: 3 clusters Score -2945941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2945967.500000 Penalty: 3274.128906
	Iteration 16Q: 3 clusters Score -2945968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2945980.500000 Penalty: 3274.128906
	Iteration 17Q: 3 clusters Score -2945980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2945989.750000 Penalty: 3274.128906
	Iteration 18Q: 3 clusters Score -2945990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2945989.750000 Penalty: 3274.128906
	Iteration 19Q: 3 clusters Score -2945990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2946002.500000 Penalty: 3274.128906
	Iteration 20F: 3 clusters Score -2946002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2946008.500000 Penalty: 3274.128906
	Iteration 21Q: 3 clusters Score -2946008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2946015.750000 Penalty: 3274.128906
	Iteration 22Q: 3 clusters Score -2946016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2946015.750000 Penalty: 3274.128906
	Iteration 23Q: 3 clusters Score -2946016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2946025.000000 Penalty: 3274.128906
	Iteration 24Q: 3 clusters Score -2946025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2946032.250000 Penalty: 3274.128906
	Iteration 25Q: 3 clusters Score -2946032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2946039.750000 Penalty: 3274.128906
	Iteration 26Q: 3 clusters Score -2946040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2946047.750000 Penalty: 3274.128906
	Iteration 27Q: 3 clusters Score -2946048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2946055.000000 Penalty: 3274.128906
	Iteration 28Q: 3 clusters Score -2946055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2946056.750000 Penalty: 3274.128906
	Iteration 29Q: 3 clusters Score -2946057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2946061.500000 Penalty: 3274.128906
	Iteration 30Q: 3 clusters Score -2946062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2946061.500000 Penalty: 3274.128906
	Iteration 31F: 3 clusters Score -2946062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Entering Unmasked Estep 
Score: -2022563.625000 Penalty: 1581.438232
	Iteration 0F: 2 clusters Score -2022564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2011124.875000 Penalty: 3162.876465
	Iteration 0F: 3 clusters Score -2011125 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2015275.250000 Penalty: 3162.876465
	Iteration 1F: 3 clusters Score -2015275 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2015710.000000 Penalty: 3162.876465
	Iteration 2F: 3 clusters Score -2015710 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2016153.375000 Penalty: 3162.876465
	Iteration 3F: 3 clusters Score -2016153 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2016617.875000 Penalty: 3162.876465
	Iteration 4F: 3 clusters Score -2016618 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2017107.750000 Penalty: 3162.876465
	Iteration 5F: 3 clusters Score -2017108 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2017678.000000 Penalty: 3162.876465
	Iteration 6F: 3 clusters Score -2017678 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2018393.875000 Penalty: 3162.876465
	Iteration 7F: 3 clusters Score -2018394 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2019051.875000 Penalty: 3162.876465
	Iteration 8F: 3 clusters Score -2019052 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2019547.125000 Penalty: 3162.876465
	Iteration 9Q: 3 clusters Score -2019547 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2019876.500000 Penalty: 3162.876465
	Iteration 10Q: 3 clusters Score -2019876 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2020071.250000 Penalty: 3162.876465
	Iteration 11Q: 3 clusters Score -2020071 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2020199.625000 Penalty: 3162.876465
	Iteration 12Q: 3 clusters Score -2020200 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2020287.500000 Penalty: 3162.876465
	Iteration 13Q: 3 clusters Score -2020288 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2020346.500000 Penalty: 3162.876465
	Iteration 14Q: 3 clusters Score -2020346 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2020397.250000 Penalty: 3162.876465
	Iteration 15Q: 3 clusters Score -2020397 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2020431.500000 Penalty: 3162.876465
	Iteration 16Q: 3 clusters Score -2020432 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2020464.750000 Penalty: 3162.876465
	Iteration 17Q: 3 clusters Score -2020465 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2020492.375000 Penalty: 3162.876465
	Iteration 18Q: 3 clusters Score -2020492 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2020523.500000 Penalty: 3162.876465
	Iteration 19Q: 3 clusters Score -2020524 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2020556.500000 Penalty: 3162.876465
	Iteration 20F: 3 clusters Score -2020556 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2020587.375000 Penalty: 3162.876465
	Iteration 21Q: 3 clusters Score -2020587 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2020612.500000 Penalty: 3162.876465
	Iteration 22Q: 3 clusters Score -2020612 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2020649.750000 Penalty: 3162.876465
	Iteration 23Q: 3 clusters Score -2020650 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2020666.250000 Penalty: 3162.876465
	Iteration 24Q: 3 clusters Score -2020666 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2020695.125000 Penalty: 3162.876465
	Iteration 25Q: 3 clusters Score -2020695 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2020722.375000 Penalty: 3162.876465
	Iteration 26Q: 3 clusters Score -2020722 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2020750.000000 Penalty: 3162.876465
	Iteration 27Q: 3 clusters Score -2020750 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2020777.500000 Penalty: 3162.876465
	Iteration 28Q: 3 clusters Score -2020778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2020797.000000 Penalty: 3162.876465
	Iteration 29Q: 3 clusters Score -2020797 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2020814.125000 Penalty: 3162.876465
	Iteration 30Q: 3 clusters Score -2020814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2020813.500000 Penalty: 3162.876465
	Iteration 31Q: 3 clusters Score -2020814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2020830.000000 Penalty: 3162.876465
	Iteration 32Q: 3 clusters Score -2020830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2020845.125000 Penalty: 3162.876465
	Iteration 33Q: 3 clusters Score -2020845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2020855.875000 Penalty: 3162.876465
	Iteration 34Q: 3 clusters Score -2020856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2020862.875000 Penalty: 3162.876465
	Iteration 35Q: 3 clusters Score -2020863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2020867.750000 Penalty: 3162.876465
	Iteration 36Q: 3 clusters Score -2020868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2020881.250000 Penalty: 3162.876465
	Iteration 37Q: 3 clusters Score -2020881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2020886.500000 Penalty: 3162.876465
	Iteration 38Q: 3 clusters Score -2020886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2020887.125000 Penalty: 3162.876465
	Iteration 39Q: 3 clusters Score -2020887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2020888.625000 Penalty: 3162.876465
	Iteration 40F: 3 clusters Score -2020889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2020886.500000 Penalty: 3162.876465
	Iteration 41Q: 3 clusters Score -2020886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2020892.750000 Penalty: 3162.876465
	Iteration 42Q: 3 clusters Score -2020893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2020891.500000 Penalty: 3162.876465
	Iteration 43Q: 3 clusters Score -2020892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2020893.250000 Penalty: 3162.876465
	Iteration 44Q: 3 clusters Score -2020893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2020896.750000 Penalty: 3162.876465
	Iteration 45Q: 3 clusters Score -2020897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2020897.500000 Penalty: 3162.876465
	Iteration 46Q: 3 clusters Score -2020898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2020900.125000 Penalty: 3162.876465
	Iteration 47Q: 3 clusters Score -2020900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2020900.500000 Penalty: 3162.876465
	Iteration 48Q: 3 clusters Score -2020900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2020900.500000 Penalty: 3162.876465
	Iteration 49Q: 3 clusters Score -2020900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2020903.375000 Penalty: 3162.876465
	Iteration 50Q: 3 clusters Score -2020903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2020903.000000 Penalty: 3162.876465
	Iteration 51Q: 3 clusters Score -2020903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2020914.500000 Penalty: 3162.876465
	Iteration 52Q: 3 clusters Score -2020914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2020913.625000 Penalty: 3162.876465
	Iteration 53Q: 3 clusters Score -2020914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2020920.000000 Penalty: 3162.876465
	Iteration 54Q: 3 clusters Score -2020920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2020921.250000 Penalty: 3162.876465
	Iteration 55Q: 3 clusters Score -2020921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2020932.500000 Penalty: 3162.876465
	Iteration 56Q: 3 clusters Score -2020932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2020939.750000 Penalty: 3162.876465
	Iteration 57Q: 3 clusters Score -2020940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2020962.625000 Penalty: 3162.876465
	Iteration 58Q: 3 clusters Score -2020963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2020982.250000 Penalty: 3162.876465
	Iteration 59Q: 3 clusters Score -2020982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2020993.500000 Penalty: 3162.876465
	Iteration 60F: 3 clusters Score -2020994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2021003.750000 Penalty: 3162.876465
	Iteration 61Q: 3 clusters Score -2021004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2021009.375000 Penalty: 3162.876465
	Iteration 62Q: 3 clusters Score -2021009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2021017.125000 Penalty: 3162.876465
	Iteration 63Q: 3 clusters Score -2021017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2021026.000000 Penalty: 3162.876465
	Iteration 64Q: 3 clusters Score -2021026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2021027.000000 Penalty: 3162.876465
	Iteration 65Q: 3 clusters Score -2021027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2021031.500000 Penalty: 3162.876465
	Iteration 66Q: 3 clusters Score -2021032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2021034.000000 Penalty: 3162.876465
	Iteration 67Q: 3 clusters Score -2021034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2021039.125000 Penalty: 3162.876465
	Iteration 68Q: 3 clusters Score -2021039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2021040.250000 Penalty: 3162.876465
	Iteration 69Q: 3 clusters Score -2021040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2021038.250000 Penalty: 3162.876465
	Iteration 70Q: 3 clusters Score -2021038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2021038.000000 Penalty: 3162.876465
	Iteration 71Q: 3 clusters Score -2021038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2021045.000000 Penalty: 3162.876465
	Iteration 72Q: 3 clusters Score -2021045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2021043.625000 Penalty: 3162.876465
	Iteration 73Q: 3 clusters Score -2021044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2021048.375000 Penalty: 3162.876465
	Iteration 74Q: 3 clusters Score -2021048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2021048.500000 Penalty: 3162.876465
	Iteration 75Q: 3 clusters Score -2021048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2021049.000000 Penalty: 3162.876465
	Iteration 76Q: 3 clusters Score -2021049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2021049.000000 Penalty: 3162.876465
	Iteration 77Q: 3 clusters Score -2021049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2021051.875000 Penalty: 3162.876465
	Iteration 78Q: 3 clusters Score -2021052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2021053.875000 Penalty: 3162.876465
	Iteration 79Q: 3 clusters Score -2021054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2021053.875000 Penalty: 3162.876465
	Iteration 80F: 3 clusters Score -2021054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2021065.500000 Penalty: 3162.876465
	Iteration 81Q: 3 clusters Score -2021066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2021065.625000 Penalty: 3162.876465
	Iteration 82Q: 3 clusters Score -2021066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2021067.125000 Penalty: 3162.876465
	Iteration 83Q: 3 clusters Score -2021067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2021070.750000 Penalty: 3162.876465
	Iteration 84Q: 3 clusters Score -2021071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2021070.375000 Penalty: 3162.876465
	Iteration 85Q: 3 clusters Score -2021070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2021073.875000 Penalty: 3162.876465
	Iteration 86Q: 3 clusters Score -2021074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2021076.500000 Penalty: 3162.876465
	Iteration 87Q: 3 clusters Score -2021076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2021077.625000 Penalty: 3162.876465
	Iteration 88Q: 3 clusters Score -2021078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2021077.000000 Penalty: 3162.876465
	Iteration 89Q: 3 clusters Score -2021077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2021084.375000 Penalty: 3162.876465
	Iteration 90Q: 3 clusters Score -2021084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2021082.875000 Penalty: 3162.876465
	Iteration 91Q: 3 clusters Score -2021083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2021083.500000 Penalty: 3162.876465
	Iteration 92Q: 3 clusters Score -2021084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2021085.125000 Penalty: 3162.876465
	Iteration 93Q: 3 clusters Score -2021085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2021088.500000 Penalty: 3162.876465
	Iteration 94Q: 3 clusters Score -2021088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2021089.000000 Penalty: 3162.876465
	Iteration 95Q: 3 clusters Score -2021089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2021088.500000 Penalty: 3162.876465
	Iteration 96Q: 3 clusters Score -2021088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2021090.375000 Penalty: 3162.876465
	Iteration 97Q: 3 clusters Score -2021090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2021096.000000 Penalty: 3162.876465
	Iteration 98Q: 3 clusters Score -2021096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2021099.125000 Penalty: 3162.876465
	Iteration 99Q: 3 clusters Score -2021099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2021100.750000 Penalty: 3162.876465
	Iteration 100F: 3 clusters Score -2021101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2021101.750000 Penalty: 3162.876465
	Iteration 101Q: 3 clusters Score -2021102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2021100.500000 Penalty: 3162.876465
	Iteration 102Q: 3 clusters Score -2021100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2021100.750000 Penalty: 3162.876465
	Iteration 103Q: 3 clusters Score -2021101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2021100.625000 Penalty: 3162.876465
	Iteration 104Q: 3 clusters Score -2021101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2021100.000000 Penalty: 3162.876465
	Iteration 105Q: 3 clusters Score -2021100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2021101.625000 Penalty: 3162.876465
	Iteration 106Q: 3 clusters Score -2021102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2021100.500000 Penalty: 3162.876465
	Iteration 107Q: 3 clusters Score -2021100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2021100.125000 Penalty: 3162.876465
	Iteration 108Q: 3 clusters Score -2021100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2021100.125000 Penalty: 3162.876465
	Iteration 109F: 3 clusters Score -2021100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Entering Unmasked Estep 
Score: -489962.781250 Penalty: 1350.602295
	Iteration 0F: 2 clusters Score -489962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -486598.281250 Penalty: 2701.204590
	Iteration 0F: 3 clusters Score -486598.3 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -487436.031250 Penalty: 2701.204590
	Iteration 1F: 3 clusters Score -487436 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -487601.281250 Penalty: 2701.204590
	Iteration 2F: 3 clusters Score -487601.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -487706.437500 Penalty: 2701.204590
	Iteration 3F: 3 clusters Score -487706.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -487783.218750 Penalty: 2701.204590
	Iteration 4Q: 3 clusters Score -487783.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -487849.218750 Penalty: 2701.204590
	Iteration 5Q: 3 clusters Score -487849.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -487897.406250 Penalty: 2701.204590
	Iteration 6Q: 3 clusters Score -487897.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -487941.437500 Penalty: 2701.204590
	Iteration 7Q: 3 clusters Score -487941.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -487982.218750 Penalty: 2701.204590
	Iteration 8Q: 3 clusters Score -487982.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -488023.125000 Penalty: 2701.204590
	Iteration 9Q: 3 clusters Score -488023.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -488069.500000 Penalty: 2701.204590
	Iteration 10Q: 3 clusters Score -488069.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -488128.531250 Penalty: 2701.204590
	Iteration 11Q: 3 clusters Score -488128.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -488190.000000 Penalty: 2701.204590
	Iteration 12Q: 3 clusters Score -488190 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -488255.562500 Penalty: 2701.204590
	Iteration 13Q: 3 clusters Score -488255.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -488312.750000 Penalty: 2701.204590
	Iteration 14Q: 3 clusters Score -488312.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -488366.031250 Penalty: 2701.204590
	Iteration 15Q: 3 clusters Score -488366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -488410.187500 Penalty: 2701.204590
	Iteration 16Q: 3 clusters Score -488410.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -488453.156250 Penalty: 2701.204590
	Iteration 17Q: 3 clusters Score -488453.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -488498.937500 Penalty: 2701.204590
	Iteration 18Q: 3 clusters Score -488498.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -488533.968750 Penalty: 2701.204590
	Iteration 19Q: 3 clusters Score -488534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -488561.093750 Penalty: 2701.204590
	Iteration 20F: 3 clusters Score -488561.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -488589.875000 Penalty: 2701.204590
	Iteration 21Q: 3 clusters Score -488589.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -488619.031250 Penalty: 2701.204590
	Iteration 22Q: 3 clusters Score -488619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -488645.718750 Penalty: 2701.204590
	Iteration 23Q: 3 clusters Score -488645.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -488671.843750 Penalty: 2701.204590
	Iteration 24Q: 3 clusters Score -488671.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -488693.156250 Penalty: 2701.204590
	Iteration 25Q: 3 clusters Score -488693.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -488710.156250 Penalty: 2701.204590
	Iteration 26Q: 3 clusters Score -488710.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -488725.343750 Penalty: 2701.204590
	Iteration 27Q: 3 clusters Score -488725.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -488737.000000 Penalty: 2701.204590
	Iteration 28Q: 3 clusters Score -488737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -488747.718750 Penalty: 2701.204590
	Iteration 29Q: 3 clusters Score -488747.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -488756.625000 Penalty: 2701.204590
	Iteration 30Q: 3 clusters Score -488756.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -488763.218750 Penalty: 2701.204590
	Iteration 31Q: 3 clusters Score -488763.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -488768.468750 Penalty: 2701.204590
	Iteration 32Q: 3 clusters Score -488768.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -488775.218750 Penalty: 2701.204590
	Iteration 33Q: 3 clusters Score -488775.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -488780.312500 Penalty: 2701.204590
	Iteration 34Q: 3 clusters Score -488780.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -488788.281250 Penalty: 2701.204590
	Iteration 35Q: 3 clusters Score -488788.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -488794.875000 Penalty: 2701.204590
	Iteration 36Q: 3 clusters Score -488794.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -488799.687500 Penalty: 2701.204590
	Iteration 37Q: 3 clusters Score -488799.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -488801.875000 Penalty: 2701.204590
	Iteration 38Q: 3 clusters Score -488801.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -488802.281250 Penalty: 2701.204590
	Iteration 39Q: 3 clusters Score -488802.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -488803.187500 Penalty: 2701.204590
	Iteration 40F: 3 clusters Score -488803.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -310418.281250 Penalty: 1281.304810
	Iteration 0F: 2 clusters Score -310418.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -307934.250000 Penalty: 2562.609619
	Iteration 0F: 3 clusters Score -307934.2 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -308542.312500 Penalty: 2562.609619
	Iteration 1F: 3 clusters Score -308542.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -308706.656250 Penalty: 2562.609619
	Iteration 2F: 3 clusters Score -308706.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -308833.531250 Penalty: 2562.609619
	Iteration 3F: 3 clusters Score -308833.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -308955.406250 Penalty: 2562.609619
	Iteration 4F: 3 clusters Score -308955.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -309072.562500 Penalty: 2562.609619
	Iteration 5Q: 3 clusters Score -309072.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -309168.937500 Penalty: 2562.609619
	Iteration 6Q: 3 clusters Score -309168.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -309253.906250 Penalty: 2562.609619
	Iteration 7Q: 3 clusters Score -309253.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -309324.531250 Penalty: 2562.609619
	Iteration 8Q: 3 clusters Score -309324.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -309369.781250 Penalty: 2562.609619
	Iteration 9Q: 3 clusters Score -309369.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -309400.062500 Penalty: 2562.609619
	Iteration 10Q: 3 clusters Score -309400.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -309426.343750 Penalty: 2562.609619
	Iteration 11Q: 3 clusters Score -309426.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -309449.812500 Penalty: 2562.609619
	Iteration 12Q: 3 clusters Score -309449.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -309475.437500 Penalty: 2562.609619
	Iteration 13Q: 3 clusters Score -309475.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -309498.656250 Penalty: 2562.609619
	Iteration 14Q: 3 clusters Score -309498.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -309517.687500 Penalty: 2562.609619
	Iteration 15Q: 3 clusters Score -309517.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -309533.562500 Penalty: 2562.609619
	Iteration 16Q: 3 clusters Score -309533.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -309553.968750 Penalty: 2562.609619
	Iteration 17Q: 3 clusters Score -309554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -309565.375000 Penalty: 2562.609619
	Iteration 18Q: 3 clusters Score -309565.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -309569.593750 Penalty: 2562.609619
	Iteration 19Q: 3 clusters Score -309569.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -309574.000000 Penalty: 2562.609619
	Iteration 20F: 3 clusters Score -309574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -309577.937500 Penalty: 2562.609619
	Iteration 21Q: 3 clusters Score -309577.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -309581.500000 Penalty: 2562.609619
	Iteration 22Q: 3 clusters Score -309581.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -309584.531250 Penalty: 2562.609619
	Iteration 23Q: 3 clusters Score -309584.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -309586.437500 Penalty: 2562.609619
	Iteration 24Q: 3 clusters Score -309586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -309588.968750 Penalty: 2562.609619
	Iteration 25Q: 3 clusters Score -309589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -309590.000000 Penalty: 2562.609619
	Iteration 26Q: 3 clusters Score -309590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -309592.625000 Penalty: 2562.609619
	Iteration 27Q: 3 clusters Score -309592.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -309596.968750 Penalty: 2562.609619
	Iteration 28Q: 3 clusters Score -309597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -309597.656250 Penalty: 2562.609619
	Iteration 29Q: 3 clusters Score -309597.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -309598.656250 Penalty: 2562.609619
	Iteration 30Q: 3 clusters Score -309598.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -309598.656250 Penalty: 2562.609619
	Iteration 31F: 3 clusters Score -309598.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Entering Unmasked Estep 
Score: -187180.515625 Penalty: 1192.146362
	Iteration 0F: 2 clusters Score -187180.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -185365.859375 Penalty: 2384.292725
	Iteration 0F: 3 clusters Score -185365.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -185686.875000 Penalty: 2384.292725
	Iteration 1F: 3 clusters Score -185686.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -185771.218750 Penalty: 2384.292725
	Iteration 2F: 3 clusters Score -185771.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -185811.406250 Penalty: 2384.292725
	Iteration 3Q: 3 clusters Score -185811.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -185840.500000 Penalty: 2384.292725
	Iteration 4Q: 3 clusters Score -185840.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -185863.921875 Penalty: 2384.292725
	Iteration 5Q: 3 clusters Score -185863.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -185882.031250 Penalty: 2384.292725
	Iteration 6Q: 3 clusters Score -185882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -185905.328125 Penalty: 2384.292725
	Iteration 7Q: 3 clusters Score -185905.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -185923.250000 Penalty: 2384.292725
	Iteration 8Q: 3 clusters Score -185923.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -185930.437500 Penalty: 2384.292725
	Iteration 9Q: 3 clusters Score -185930.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -185935.625000 Penalty: 2384.292725
	Iteration 10Q: 3 clusters Score -185935.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -185940.437500 Penalty: 2384.292725
	Iteration 11Q: 3 clusters Score -185940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -185942.687500 Penalty: 2384.292725
	Iteration 12Q: 3 clusters Score -185942.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -185945.593750 Penalty: 2384.292725
	Iteration 13Q: 3 clusters Score -185945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -185946.656250 Penalty: 2384.292725
	Iteration 14Q: 3 clusters Score -185946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -185946.703125 Penalty: 2384.292725
	Iteration 15Q: 3 clusters Score -185946.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -185946.703125 Penalty: 2384.292725
	Iteration 16F: 3 clusters Score -185946.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -357909.562500 Penalty: 1296.642578
	Iteration 0F: 2 clusters Score -357909.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -355290.062500 Penalty: 2593.285156
	Iteration 0F: 3 clusters Score -355290.1 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -356076.937500 Penalty: 2593.285156
	Iteration 1F: 3 clusters Score -356076.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -356355.968750 Penalty: 2593.285156
	Iteration 2F: 3 clusters Score -356356 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -356561.062500 Penalty: 2593.285156
	Iteration 3F: 3 clusters Score -356561.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -356723.656250 Penalty: 2593.285156
	Iteration 4F: 3 clusters Score -356723.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -356847.937500 Penalty: 2593.285156
	Iteration 5Q: 3 clusters Score -356847.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -356933.843750 Penalty: 2593.285156
	Iteration 6Q: 3 clusters Score -356933.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -357014.125000 Penalty: 2593.285156
	Iteration 7Q: 3 clusters Score -357014.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -357067.406250 Penalty: 2593.285156
	Iteration 8Q: 3 clusters Score -357067.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -357092.312500 Penalty: 2593.285156
	Iteration 9Q: 3 clusters Score -357092.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -357110.437500 Penalty: 2593.285156
	Iteration 10Q: 3 clusters Score -357110.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -357124.468750 Penalty: 2593.285156
	Iteration 11Q: 3 clusters Score -357124.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -357129.875000 Penalty: 2593.285156
	Iteration 12Q: 3 clusters Score -357129.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -357135.843750 Penalty: 2593.285156
	Iteration 13Q: 3 clusters Score -357135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -357139.093750 Penalty: 2593.285156
	Iteration 14Q: 3 clusters Score -357139.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -357140.125000 Penalty: 2593.285156
	Iteration 15Q: 3 clusters Score -357140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -357141.156250 Penalty: 2593.285156
	Iteration 16Q: 3 clusters Score -357141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -357142.562500 Penalty: 2593.285156
	Iteration 17Q: 3 clusters Score -357142.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -357144.156250 Penalty: 2593.285156
	Iteration 18Q: 3 clusters Score -357144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -357144.687500 Penalty: 2593.285156
	Iteration 19Q: 3 clusters Score -357144.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -357144.875000 Penalty: 2593.285156
	Iteration 20F: 3 clusters Score -357144.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -357144.812500 Penalty: 2593.285156
	Iteration 21Q: 3 clusters Score -357144.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -357144.812500 Penalty: 2593.285156
	Iteration 22F: 3 clusters Score -357144.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -133008.750000 Penalty: 1152.543213
	Iteration 0F: 2 clusters Score -133008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -131437.421875 Penalty: 2305.086426
	Iteration 0F: 3 clusters Score -131437.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -131736.421875 Penalty: 2305.086426
	Iteration 1F: 3 clusters Score -131736.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -131843.578125 Penalty: 2305.086426
	Iteration 2F: 3 clusters Score -131843.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -131904.234375 Penalty: 2305.086426
	Iteration 3Q: 3 clusters Score -131904.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -131964.437500 Penalty: 2305.086426
	Iteration 4Q: 3 clusters Score -131964.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -132031.609375 Penalty: 2305.086426
	Iteration 5Q: 3 clusters Score -132031.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -132097.531250 Penalty: 2305.086426
	Iteration 6Q: 3 clusters Score -132097.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -132150.609375 Penalty: 2305.086426
	Iteration 7Q: 3 clusters Score -132150.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -132190.265625 Penalty: 2305.086426
	Iteration 8Q: 3 clusters Score -132190.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -132228.343750 Penalty: 2305.086426
	Iteration 9Q: 3 clusters Score -132228.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -132255.812500 Penalty: 2305.086426
	Iteration 10Q: 3 clusters Score -132255.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -132269.203125 Penalty: 2305.086426
	Iteration 11Q: 3 clusters Score -132269.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -132282.828125 Penalty: 2305.086426
	Iteration 12Q: 3 clusters Score -132282.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -132289.187500 Penalty: 2305.086426
	Iteration 13Q: 3 clusters Score -132289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -132291.968750 Penalty: 2305.086426
	Iteration 14Q: 3 clusters Score -132292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -132295.015625 Penalty: 2305.086426
	Iteration 15Q: 3 clusters Score -132295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -132296.250000 Penalty: 2305.086426
	Iteration 16Q: 3 clusters Score -132296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -132296.703125 Penalty: 2305.086426
	Iteration 17Q: 3 clusters Score -132296.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -132296.703125 Penalty: 2305.086426
	Iteration 18F: 3 clusters Score -132296.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Entering Unmasked Estep 
Score: -731735.437500 Penalty: 1411.955811
	Iteration 0F: 2 clusters Score -731735.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -727130.562500 Penalty: 2823.911621
	Iteration 0F: 3 clusters Score -727130.6 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -728416.875000 Penalty: 2823.911621
	Iteration 1F: 3 clusters Score -728416.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -728632.687500 Penalty: 2823.911621
	Iteration 2F: 3 clusters Score -728632.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -728751.875000 Penalty: 2823.911621
	Iteration 3Q: 3 clusters Score -728751.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -728847.187500 Penalty: 2823.911621
	Iteration 4Q: 3 clusters Score -728847.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -728907.187500 Penalty: 2823.911621
	Iteration 5Q: 3 clusters Score -728907.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -728960.687500 Penalty: 2823.911621
	Iteration 6Q: 3 clusters Score -728960.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -729011.312500 Penalty: 2823.911621
	Iteration 7Q: 3 clusters Score -729011.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -729055.375000 Penalty: 2823.911621
	Iteration 8Q: 3 clusters Score -729055.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -729111.375000 Penalty: 2823.911621
	Iteration 9Q: 3 clusters Score -729111.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -729190.375000 Penalty: 2823.911621
	Iteration 10Q: 3 clusters Score -729190.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -729309.437500 Penalty: 2823.911621
	Iteration 11Q: 3 clusters Score -729309.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -729488.937500 Penalty: 2823.911621
	Iteration 12Q: 3 clusters Score -729488.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -729716.187500 Penalty: 2823.911621
	Iteration 13Q: 3 clusters Score -729716.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -730002.812500 Penalty: 2823.911621
	Iteration 14Q: 3 clusters Score -730002.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -730350.875000 Penalty: 2823.911621
	Iteration 15Q: 3 clusters Score -730350.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -730621.312500 Penalty: 2823.911621
	Iteration 16Q: 3 clusters Score -730621.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -730799.437500 Penalty: 2823.911621
	Iteration 17Q: 3 clusters Score -730799.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -730928.125000 Penalty: 2823.911621
	Iteration 18Q: 3 clusters Score -730928.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -731062.437500 Penalty: 2823.911621
	Iteration 19Q: 3 clusters Score -731062.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -731160.187500 Penalty: 2823.911621
	Iteration 20F: 3 clusters Score -731160.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -731230.000000 Penalty: 2823.911621
	Iteration 21Q: 3 clusters Score -731230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -731277.875000 Penalty: 2823.911621
	Iteration 22Q: 3 clusters Score -731277.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -731318.375000 Penalty: 2823.911621
	Iteration 23Q: 3 clusters Score -731318.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -731342.187500 Penalty: 2823.911621
	Iteration 24Q: 3 clusters Score -731342.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -731355.250000 Penalty: 2823.911621
	Iteration 25Q: 3 clusters Score -731355.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -731362.812500 Penalty: 2823.911621
	Iteration 26Q: 3 clusters Score -731362.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -731370.875000 Penalty: 2823.911621
	Iteration 27Q: 3 clusters Score -731370.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -731375.812500 Penalty: 2823.911621
	Iteration 28Q: 3 clusters Score -731375.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -731378.812500 Penalty: 2823.911621
	Iteration 29Q: 3 clusters Score -731378.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -731380.312500 Penalty: 2823.911621
	Iteration 30Q: 3 clusters Score -731380.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -731382.437500 Penalty: 2823.911621
	Iteration 31Q: 3 clusters Score -731382.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -731382.562500 Penalty: 2823.911621
	Iteration 32Q: 3 clusters Score -731382.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -731385.437500 Penalty: 2823.911621
	Iteration 33Q: 3 clusters Score -731385.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -731386.062500 Penalty: 2823.911621
	Iteration 34Q: 3 clusters Score -731386.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -731387.750000 Penalty: 2823.911621
	Iteration 35Q: 3 clusters Score -731387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -731388.687500 Penalty: 2823.911621
	Iteration 36Q: 3 clusters Score -731388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -731389.312500 Penalty: 2823.911621
	Iteration 37Q: 3 clusters Score -731389.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -731390.312500 Penalty: 2823.911621
	Iteration 38Q: 3 clusters Score -731390.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -731393.937500 Penalty: 2823.911621
	Iteration 39Q: 3 clusters Score -731393.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -731394.750000 Penalty: 2823.911621
	Iteration 40F: 3 clusters Score -731394.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -731395.625000 Penalty: 2823.911621
	Iteration 41Q: 3 clusters Score -731395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -731395.812500 Penalty: 2823.911621
	Iteration 42Q: 3 clusters Score -731395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -731395.562500 Penalty: 2823.911621
	Iteration 43Q: 3 clusters Score -731395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -731395.125000 Penalty: 2823.911621
	Iteration 44Q: 3 clusters Score -731395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -731397.312500 Penalty: 2823.911621
	Iteration 45Q: 3 clusters Score -731397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -731396.937500 Penalty: 2823.911621
	Iteration 46Q: 3 clusters Score -731396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -731398.000000 Penalty: 2823.911621
	Iteration 47Q: 3 clusters Score -731398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -731398.062500 Penalty: 2823.911621
	Iteration 48Q: 3 clusters Score -731398.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -731398.375000 Penalty: 2823.911621
	Iteration 49Q: 3 clusters Score -731398.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -731399.250000 Penalty: 2823.911621
	Iteration 50Q: 3 clusters Score -731399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -731399.500000 Penalty: 2823.911621
	Iteration 51Q: 3 clusters Score -731399.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -731399.500000 Penalty: 2823.911621
	Iteration 52F: 3 clusters Score -731399.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (73771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Entering Unmasked Estep 
Score: -9190553.000000 Penalty: 1821.417236
	Iteration 0F: 2 clusters Score -9190553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -9144159.000000 Penalty: 3642.834473
	Iteration 0F: 3 clusters Score -9144159 nChanged 34998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -9164120.000000 Penalty: 3642.834473
	Iteration 1F: 3 clusters Score -9164120 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -9164704.000000 Penalty: 3642.834473
	Iteration 2Q: 3 clusters Score -9164704 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -9165483.000000 Penalty: 3642.834473
	Iteration 3Q: 3 clusters Score -9165483 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -9166396.000000 Penalty: 3642.834473
	Iteration 4Q: 3 clusters Score -9166396 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -9167681.000000 Penalty: 3642.834473
	Iteration 5Q: 3 clusters Score -9167681 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -9169561.000000 Penalty: 3642.834473
	Iteration 6Q: 3 clusters Score -9169561 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -9172443.000000 Penalty: 3642.834473
	Iteration 7F: 3 clusters Score -9172443 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -9176392.000000 Penalty: 3642.834473
	Iteration 8F: 3 clusters Score -9176392 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -9180913.000000 Penalty: 3642.834473
	Iteration 9F: 3 clusters Score -9180913 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -9184702.000000 Penalty: 3642.834473
	Iteration 10F: 3 clusters Score -9184702 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -9186958.000000 Penalty: 3642.834473
	Iteration 11Q: 3 clusters Score -9186958 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -9187998.000000 Penalty: 3642.834473
	Iteration 12Q: 3 clusters Score -9187998 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
Score: -9188504.000000 Penalty: 3642.834473
	Iteration 13Q: 3 clusters Score -9188504 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
Score: -9188686.000000 Penalty: 3642.834473
	Iteration 14Q: 3 clusters Score -9188686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 73487 members 
Entering Unmasked Estep 
Score: -9188816.000000 Penalty: 3642.834473
	Iteration 15Q: 3 clusters Score -9188816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 73521 members 
Entering Unmasked Estep 
Score: -9188881.000000 Penalty: 3642.834473
	Iteration 16Q: 3 clusters Score -9188881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -9188914.000000 Penalty: 3642.834473
	Iteration 17Q: 3 clusters Score -9188914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -9188936.000000 Penalty: 3642.834473
	Iteration 18Q: 3 clusters Score -9188936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 73560 members 
Entering Unmasked Estep 
Score: -9188954.000000 Penalty: 3642.834473
	Iteration 19Q: 3 clusters Score -9188954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -9188957.000000 Penalty: 3642.834473
	Iteration 20F: 3 clusters Score -9188957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 73570 members 
Entering Unmasked Estep 
Score: -9188965.000000 Penalty: 3642.834473
	Iteration 21Q: 3 clusters Score -9188965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -9188982.000000 Penalty: 3642.834473
	Iteration 22Q: 3 clusters Score -9188982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -9188985.000000 Penalty: 3642.834473
	Iteration 23Q: 3 clusters Score -9188985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -9188996.000000 Penalty: 3642.834473
	Iteration 24Q: 3 clusters Score -9188996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 73578 members 
Entering Unmasked Estep 
Score: -9188992.000000 Penalty: 3642.834473
	Iteration 25Q: 3 clusters Score -9188992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 73577 members 
Entering Unmasked Estep 
Score: -9188993.000000 Penalty: 3642.834473
	Iteration 26Q: 3 clusters Score -9188993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -9188999.000000 Penalty: 3642.834473
	Iteration 27Q: 3 clusters Score -9188999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 73578 members 
Entering Unmasked Estep 
Score: -9188997.000000 Penalty: 3642.834473
	Iteration 28Q: 3 clusters Score -9188997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -9188994.000000 Penalty: 3642.834473
	Iteration 29Q: 3 clusters Score -9188994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -9188994.000000 Penalty: 3642.834473
	Iteration 30F: 3 clusters Score -9188994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -220780.765625 Penalty: 1226.640381
	Iteration 0F: 2 clusters Score -220780.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -218735.796875 Penalty: 2453.280762
	Iteration 0F: 3 clusters Score -218735.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -219158.625000 Penalty: 2453.280762
	Iteration 1F: 3 clusters Score -219158.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -219262.765625 Penalty: 2453.280762
	Iteration 2F: 3 clusters Score -219262.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -219346.015625 Penalty: 2453.280762
	Iteration 3F: 3 clusters Score -219346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -219382.781250 Penalty: 2453.280762
	Iteration 4Q: 3 clusters Score -219382.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -219396.593750 Penalty: 2453.280762
	Iteration 5Q: 3 clusters Score -219396.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -219410.359375 Penalty: 2453.280762
	Iteration 6Q: 3 clusters Score -219410.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -219419.500000 Penalty: 2453.280762
	Iteration 7Q: 3 clusters Score -219419.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -219426.406250 Penalty: 2453.280762
	Iteration 8Q: 3 clusters Score -219426.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -219430.718750 Penalty: 2453.280762
	Iteration 9Q: 3 clusters Score -219430.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219433.015625 Penalty: 2453.280762
	Iteration 10Q: 3 clusters Score -219433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -219433.765625 Penalty: 2453.280762
	Iteration 11Q: 3 clusters Score -219433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -219434.265625 Penalty: 2453.280762
	Iteration 12Q: 3 clusters Score -219434.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -219436.453125 Penalty: 2453.280762
	Iteration 13Q: 3 clusters Score -219436.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -219438.312500 Penalty: 2453.280762
	Iteration 14Q: 3 clusters Score -219438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -219441.531250 Penalty: 2453.280762
	Iteration 15Q: 3 clusters Score -219441.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219444.921875 Penalty: 2453.280762
	Iteration 16Q: 3 clusters Score -219444.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219448.437500 Penalty: 2453.280762
	Iteration 17Q: 3 clusters Score -219448.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -219452.859375 Penalty: 2453.280762
	Iteration 18Q: 3 clusters Score -219452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -219453.593750 Penalty: 2453.280762
	Iteration 19Q: 3 clusters Score -219453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -219456.062500 Penalty: 2453.280762
	Iteration 20F: 3 clusters Score -219456.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -219458.125000 Penalty: 2453.280762
	Iteration 21Q: 3 clusters Score -219458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -219460.156250 Penalty: 2453.280762
	Iteration 22Q: 3 clusters Score -219460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -219463.734375 Penalty: 2453.280762
	Iteration 23Q: 3 clusters Score -219463.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -219465.078125 Penalty: 2453.280762
	Iteration 24Q: 3 clusters Score -219465.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -219466.765625 Penalty: 2453.280762
	Iteration 25Q: 3 clusters Score -219466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -219467.406250 Penalty: 2453.280762
	Iteration 26Q: 3 clusters Score -219467.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -219469.156250 Penalty: 2453.280762
	Iteration 27Q: 3 clusters Score -219469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -219470.140625 Penalty: 2453.280762
	Iteration 28Q: 3 clusters Score -219470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -219469.984375 Penalty: 2453.280762
	Iteration 29Q: 3 clusters Score -219470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -219469.984375 Penalty: 2453.280762
	Iteration 30F: 3 clusters Score -219470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Entering Unmasked Estep 
Score: -5660559.500000 Penalty: 1740.361816
	Iteration 0F: 2 clusters Score -5660560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -5630640.500000 Penalty: 3480.723633
	Iteration 0F: 3 clusters Score -5630640 nChanged 20894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -5642505.000000 Penalty: 3480.723633
	Iteration 1F: 3 clusters Score -5642505 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -5642964.000000 Penalty: 3480.723633
	Iteration 2Q: 3 clusters Score -5642964 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -5643564.000000 Penalty: 3480.723633
	Iteration 3Q: 3 clusters Score -5643564 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -5644377.000000 Penalty: 3480.723633
	Iteration 4Q: 3 clusters Score -5644377 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -5645724.500000 Penalty: 3480.723633
	Iteration 5F: 3 clusters Score -5645724 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -5647618.000000 Penalty: 3480.723633
	Iteration 6F: 3 clusters Score -5647618 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -5650335.500000 Penalty: 3480.723633
	Iteration 7F: 3 clusters Score -5650336 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -5653394.500000 Penalty: 3480.723633
	Iteration 8F: 3 clusters Score -5653394 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -5655956.000000 Penalty: 3480.723633
	Iteration 9F: 3 clusters Score -5655956 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5657496.000000 Penalty: 3480.723633
	Iteration 10Q: 3 clusters Score -5657496 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5658300.000000 Penalty: 3480.723633
	Iteration 11Q: 3 clusters Score -5658300 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5658714.500000 Penalty: 3480.723633
	Iteration 12Q: 3 clusters Score -5658714 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5658921.500000 Penalty: 3480.723633
	Iteration 13Q: 3 clusters Score -5658922 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5659043.000000 Penalty: 3480.723633
	Iteration 14Q: 3 clusters Score -5659043 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5659140.500000 Penalty: 3480.723633
	Iteration 15Q: 3 clusters Score -5659140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5659181.000000 Penalty: 3480.723633
	Iteration 16Q: 3 clusters Score -5659181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5659205.000000 Penalty: 3480.723633
	Iteration 17Q: 3 clusters Score -5659205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5659221.000000 Penalty: 3480.723633
	Iteration 18Q: 3 clusters Score -5659221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5659229.000000 Penalty: 3480.723633
	Iteration 19Q: 3 clusters Score -5659229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5659228.500000 Penalty: 3480.723633
	Iteration 20F: 3 clusters Score -5659228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5659235.000000 Penalty: 3480.723633
	Iteration 21Q: 3 clusters Score -5659235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5659243.000000 Penalty: 3480.723633
	Iteration 22Q: 3 clusters Score -5659243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5659243.500000 Penalty: 3480.723633
	Iteration 23Q: 3 clusters Score -5659244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5659241.500000 Penalty: 3480.723633
	Iteration 24Q: 3 clusters Score -5659242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5659244.000000 Penalty: 3480.723633
	Iteration 25Q: 3 clusters Score -5659244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5659238.500000 Penalty: 3480.723633
	Iteration 26Q: 3 clusters Score -5659238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5659238.500000 Penalty: 3480.723633
	Iteration 27Q: 3 clusters Score -5659238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5659239.000000 Penalty: 3480.723633
	Iteration 28Q: 3 clusters Score -5659239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5659239.000000 Penalty: 3480.723633
	Iteration 29F: 3 clusters Score -5659239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Entering Unmasked Estep 
Score: -1225529.500000 Penalty: 1491.680420
	Iteration 0F: 2 clusters Score -1225530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1218618.000000 Penalty: 2983.360840
	Iteration 0F: 3 clusters Score -1218618 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1220824.000000 Penalty: 2983.360840
	Iteration 1F: 3 clusters Score -1220824 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1221134.375000 Penalty: 2983.360840
	Iteration 2F: 3 clusters Score -1221134 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1221404.500000 Penalty: 2983.360840
	Iteration 3F: 3 clusters Score -1221404 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1221626.500000 Penalty: 2983.360840
	Iteration 4F: 3 clusters Score -1221626 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1221787.625000 Penalty: 2983.360840
	Iteration 5Q: 3 clusters Score -1221788 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1221950.125000 Penalty: 2983.360840
	Iteration 6Q: 3 clusters Score -1221950 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1222105.125000 Penalty: 2983.360840
	Iteration 7Q: 3 clusters Score -1222105 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1222284.375000 Penalty: 2983.360840
	Iteration 8Q: 3 clusters Score -1222284 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1222500.625000 Penalty: 2983.360840
	Iteration 9Q: 3 clusters Score -1222501 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1222740.250000 Penalty: 2983.360840
	Iteration 10Q: 3 clusters Score -1222740 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1222999.375000 Penalty: 2983.360840
	Iteration 11Q: 3 clusters Score -1222999 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1223241.375000 Penalty: 2983.360840
	Iteration 12Q: 3 clusters Score -1223241 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1223451.625000 Penalty: 2983.360840
	Iteration 13Q: 3 clusters Score -1223452 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1223650.250000 Penalty: 2983.360840
	Iteration 14Q: 3 clusters Score -1223650 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1223818.500000 Penalty: 2983.360840
	Iteration 15Q: 3 clusters Score -1223818 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1223931.875000 Penalty: 2983.360840
	Iteration 16Q: 3 clusters Score -1223932 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1224011.500000 Penalty: 2983.360840
	Iteration 17Q: 3 clusters Score -1224012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1224075.875000 Penalty: 2983.360840
	Iteration 18Q: 3 clusters Score -1224076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1224116.750000 Penalty: 2983.360840
	Iteration 19Q: 3 clusters Score -1224117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1224147.125000 Penalty: 2983.360840
	Iteration 20F: 3 clusters Score -1224147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1224166.250000 Penalty: 2983.360840
	Iteration 21Q: 3 clusters Score -1224166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1224185.375000 Penalty: 2983.360840
	Iteration 22Q: 3 clusters Score -1224185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1224199.500000 Penalty: 2983.360840
	Iteration 23Q: 3 clusters Score -1224200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1224211.250000 Penalty: 2983.360840
	Iteration 24Q: 3 clusters Score -1224211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1224215.125000 Penalty: 2983.360840
	Iteration 25Q: 3 clusters Score -1224215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1224214.625000 Penalty: 2983.360840
	Iteration 26Q: 3 clusters Score -1224215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1224216.000000 Penalty: 2983.360840
	Iteration 27Q: 3 clusters Score -1224216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1224216.500000 Penalty: 2983.360840
	Iteration 28Q: 3 clusters Score -1224216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1224217.875000 Penalty: 2983.360840
	Iteration 29Q: 3 clusters Score -1224218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1224219.250000 Penalty: 2983.360840
	Iteration 30Q: 3 clusters Score -1224219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1224220.000000 Penalty: 2983.360840
	Iteration 31Q: 3 clusters Score -1224220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1224220.000000 Penalty: 2983.360840
	Iteration 32F: 3 clusters Score -1224220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 32644 members 
Mstep: Class 3 contains 14237 members 
Mstep: Class 4 contains 30656 members 
Mstep: Class 5 contains 35249 members 
Mstep: Class 6 contains 7883 members 
Mstep: Class 7 contains 5682 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4081 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37858 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 23724 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 5937 members 
Mstep: Class 22 contains 73771 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 9697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62654768.000000 Penalty: 55564.910156
Iteration 159Q: 27 clusters Score -6.265477e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83483 members 
Mstep: Class 2 contains 32664 members 
Mstep: Class 3 contains 14204 members 
Mstep: Class 4 contains 30674 members 
Mstep: Class 5 contains 35672 members 
Mstep: Class 6 contains 7883 members 
Mstep: Class 7 contains 5766 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38179 members 
Mstep: Class 13 contains 11031 members 
Mstep: Class 14 contains 23985 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4073 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 1537 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 74308 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44813 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 56070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62656280.000000 Penalty: 55564.910156
Iteration 160F: 27 clusters Score -6.265628e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 32607 members 
Mstep: Class 3 contains 14180 members 
Mstep: Class 4 contains 30497 members 
Mstep: Class 5 contains 35816 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4088 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38117 members 
Mstep: Class 13 contains 10767 members 
Mstep: Class 14 contains 23586 members 
Mstep: Class 15 contains 16843 members 
Mstep: Class 16 contains 4073 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 5987 members 
Mstep: Class 22 contains 74470 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44818 members 
Mstep: Class 25 contains 9699 members 
Mstep: Class 26 contains 56929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62656920.000000 Penalty: 55564.910156
Iteration 161Q: 27 clusters Score -6.265692e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 32570 members 
Mstep: Class 3 contains 14139 members 
Mstep: Class 4 contains 30380 members 
Mstep: Class 5 contains 35990 members 
Mstep: Class 6 contains 7869 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38081 members 
Mstep: Class 13 contains 10578 members 
Mstep: Class 14 contains 23267 members 
Mstep: Class 15 contains 16839 members 
Mstep: Class 16 contains 4073 members 
Mstep: Class 17 contains 2654 members 
Mstep: Class 18 contains 1544 members 
Mstep: Class 19 contains 2908 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 5986 members 
Mstep: Class 22 contains 74599 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 44815 members 
Mstep: Class 25 contains 9696 members 
Mstep: Class 26 contains 57504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657188.000000 Penalty: 55564.910156
Iteration 162Q: 27 clusters Score -6.265719e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 32534 members 
Mstep: Class 3 contains 14113 members 
Mstep: Class 4 contains 30275 members 
Mstep: Class 5 contains 36121 members 
Mstep: Class 6 contains 7863 members 
Mstep: Class 7 contains 5767 members 
Mstep: Class 8 contains 4269 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38034 members 
Mstep: Class 13 contains 10415 members 
Mstep: Class 14 contains 22997 members 
Mstep: Class 15 contains 16838 members 
Mstep: Class 16 contains 4072 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 1544 members 
Mstep: Class 19 contains 2898 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 5985 members 
Mstep: Class 22 contains 74702 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44816 members 
Mstep: Class 25 contains 9707 members 
Mstep: Class 26 contains 58000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657444.000000 Penalty: 55564.910156
Iteration 163Q: 27 clusters Score -6.265744e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83396 members 
Mstep: Class 2 contains 32506 members 
Mstep: Class 3 contains 14102 members 
Mstep: Class 4 contains 30201 members 
Mstep: Class 5 contains 36257 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 5779 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4057 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38003 members 
Mstep: Class 13 contains 10237 members 
Mstep: Class 14 contains 22754 members 
Mstep: Class 15 contains 16839 members 
Mstep: Class 16 contains 4071 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 1544 members 
Mstep: Class 19 contains 2891 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 5988 members 
Mstep: Class 22 contains 74791 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44819 members 
Mstep: Class 25 contains 9706 members 
Mstep: Class 26 contains 58430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657660.000000 Penalty: 55564.910156
Iteration 164Q: 27 clusters Score -6.265766e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 32486 members 
Mstep: Class 3 contains 14091 members 
Mstep: Class 4 contains 30116 members 
Mstep: Class 5 contains 36405 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5782 members 
Mstep: Class 8 contains 4183 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37990 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 22527 members 
Mstep: Class 15 contains 16839 members 
Mstep: Class 16 contains 4072 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 2889 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 74839 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44819 members 
Mstep: Class 25 contains 9709 members 
Mstep: Class 26 contains 58824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657756.000000 Penalty: 55564.910156
Iteration 165Q: 27 clusters Score -6.265776e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83330 members 
Mstep: Class 2 contains 32455 members 
Mstep: Class 3 contains 14079 members 
Mstep: Class 4 contains 30044 members 
Mstep: Class 5 contains 36566 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5782 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37981 members 
Mstep: Class 13 contains 9949 members 
Mstep: Class 14 contains 22323 members 
Mstep: Class 15 contains 16839 members 
Mstep: Class 16 contains 4071 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2884 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 74873 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44821 members 
Mstep: Class 25 contains 9712 members 
Mstep: Class 26 contains 59145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657884.000000 Penalty: 55564.910156
Iteration 166Q: 27 clusters Score -6.265788e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 32436 members 
Mstep: Class 3 contains 14063 members 
Mstep: Class 4 contains 29962 members 
Mstep: Class 5 contains 36713 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5777 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4054 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37991 members 
Mstep: Class 13 contains 9834 members 
Mstep: Class 14 contains 22132 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 19 contains 2879 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 74914 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44823 members 
Mstep: Class 25 contains 9715 members 
Mstep: Class 26 contains 59441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657900.000000 Penalty: 55564.910156
Iteration 167Q: 27 clusters Score -6.26579e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 32419 members 
Mstep: Class 3 contains 14050 members 
Mstep: Class 4 contains 29873 members 
Mstep: Class 5 contains 36864 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5780 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37983 members 
Mstep: Class 13 contains 9737 members 
Mstep: Class 14 contains 21973 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 74941 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44827 members 
Mstep: Class 25 contains 9717 members 
Mstep: Class 26 contains 59692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657804.000000 Penalty: 55564.910156
Iteration 168Q: 27 clusters Score -6.26578e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 32405 members 
Mstep: Class 3 contains 14035 members 
Mstep: Class 4 contains 29796 members 
Mstep: Class 5 contains 37001 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 5788 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37980 members 
Mstep: Class 13 contains 9646 members 
Mstep: Class 14 contains 21839 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 4069 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2874 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 6003 members 
Mstep: Class 22 contains 74955 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44830 members 
Mstep: Class 25 contains 9717 members 
Mstep: Class 26 contains 59891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657744.000000 Penalty: 55564.910156
Iteration 169Q: 27 clusters Score -6.265774e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 32397 members 
Mstep: Class 3 contains 14032 members 
Mstep: Class 4 contains 29748 members 
Mstep: Class 5 contains 37112 members 
Mstep: Class 6 contains 7862 members 
Mstep: Class 7 contains 5796 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4044 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37968 members 
Mstep: Class 13 contains 9555 members 
Mstep: Class 14 contains 21741 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 4067 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2874 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 74960 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9720 members 
Mstep: Class 26 contains 60071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657828.000000 Penalty: 55564.910156
Iteration 170Q: 27 clusters Score -6.265783e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 32382 members 
Mstep: Class 3 contains 14034 members 
Mstep: Class 4 contains 29698 members 
Mstep: Class 5 contains 37217 members 
Mstep: Class 6 contains 7860 members 
Mstep: Class 7 contains 5796 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4048 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37952 members 
Mstep: Class 13 contains 9461 members 
Mstep: Class 14 contains 21643 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 4066 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2873 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 5995 members 
Mstep: Class 22 contains 74964 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44832 members 
Mstep: Class 25 contains 9720 members 
Mstep: Class 26 contains 60276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657780.000000 Penalty: 55564.910156
Iteration 171Q: 27 clusters Score -6.265778e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83182 members 
Mstep: Class 2 contains 32371 members 
Mstep: Class 3 contains 14033 members 
Mstep: Class 4 contains 29639 members 
Mstep: Class 5 contains 37318 members 
Mstep: Class 6 contains 7862 members 
Mstep: Class 7 contains 5798 members 
Mstep: Class 8 contains 4043 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37930 members 
Mstep: Class 13 contains 9365 members 
Mstep: Class 14 contains 21536 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 4065 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 74974 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44833 members 
Mstep: Class 25 contains 9719 members 
Mstep: Class 26 contains 60484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657812.000000 Penalty: 55564.910156
Iteration 172Q: 27 clusters Score -6.265781e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 32366 members 
Mstep: Class 3 contains 14033 members 
Mstep: Class 4 contains 29583 members 
Mstep: Class 5 contains 37438 members 
Mstep: Class 6 contains 7864 members 
Mstep: Class 7 contains 5801 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37919 members 
Mstep: Class 13 contains 9268 members 
Mstep: Class 14 contains 21441 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 4064 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 74975 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44833 members 
Mstep: Class 25 contains 9718 members 
Mstep: Class 26 contains 60655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657744.000000 Penalty: 55564.910156
Iteration 173Q: 27 clusters Score -6.265774e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 32354 members 
Mstep: Class 3 contains 14034 members 
Mstep: Class 4 contains 29536 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 5799 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4048 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37911 members 
Mstep: Class 13 contains 9181 members 
Mstep: Class 14 contains 21363 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 4064 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6002 members 
Mstep: Class 22 contains 74977 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44833 members 
Mstep: Class 25 contains 9718 members 
Mstep: Class 26 contains 60810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657612.000000 Penalty: 55564.910156
Iteration 174Q: 27 clusters Score -6.265761e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 32343 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 29482 members 
Mstep: Class 5 contains 37664 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37911 members 
Mstep: Class 13 contains 9088 members 
Mstep: Class 14 contains 21307 members 
Mstep: Class 15 contains 16842 members 
Mstep: Class 16 contains 4064 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6004 members 
Mstep: Class 22 contains 74982 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44832 members 
Mstep: Class 25 contains 9721 members 
Mstep: Class 26 contains 60942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657680.000000 Penalty: 55564.910156
Iteration 175Q: 27 clusters Score -6.265768e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 32336 members 
Mstep: Class 3 contains 14033 members 
Mstep: Class 4 contains 29428 members 
Mstep: Class 5 contains 37787 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4048 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37911 members 
Mstep: Class 13 contains 8996 members 
Mstep: Class 14 contains 21249 members 
Mstep: Class 15 contains 16844 members 
Mstep: Class 16 contains 4064 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6006 members 
Mstep: Class 22 contains 74984 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9721 members 
Mstep: Class 26 contains 61047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657592.000000 Penalty: 55564.910156
Iteration 176Q: 27 clusters Score -6.265759e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 32332 members 
Mstep: Class 3 contains 14037 members 
Mstep: Class 4 contains 29369 members 
Mstep: Class 5 contains 37913 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 5804 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4048 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37909 members 
Mstep: Class 13 contains 8907 members 
Mstep: Class 14 contains 21205 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4064 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6007 members 
Mstep: Class 22 contains 74993 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9724 members 
Mstep: Class 26 contains 61132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657680.000000 Penalty: 55564.910156
Iteration 177Q: 27 clusters Score -6.265768e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 32325 members 
Mstep: Class 3 contains 14038 members 
Mstep: Class 4 contains 29328 members 
Mstep: Class 5 contains 38027 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 4002 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37917 members 
Mstep: Class 13 contains 8816 members 
Mstep: Class 14 contains 21148 members 
Mstep: Class 15 contains 16844 members 
Mstep: Class 16 contains 4064 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6006 members 
Mstep: Class 22 contains 74995 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9723 members 
Mstep: Class 26 contains 61236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657676.000000 Penalty: 55564.910156
Iteration 178Q: 27 clusters Score -6.265768e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 32319 members 
Mstep: Class 3 contains 14041 members 
Mstep: Class 4 contains 29281 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 5803 members 
Mstep: Class 8 contains 3996 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4048 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37919 members 
Mstep: Class 13 contains 8725 members 
Mstep: Class 14 contains 21086 members 
Mstep: Class 15 contains 16844 members 
Mstep: Class 16 contains 4064 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6006 members 
Mstep: Class 22 contains 75002 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44833 members 
Mstep: Class 25 contains 9725 members 
Mstep: Class 26 contains 61355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657700.000000 Penalty: 55564.910156
Iteration 179Q: 27 clusters Score -6.26577e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82984 members 
Mstep: Class 2 contains 32312 members 
Mstep: Class 3 contains 14042 members 
Mstep: Class 4 contains 29235 members 
Mstep: Class 5 contains 38240 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 5806 members 
Mstep: Class 8 contains 3988 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37929 members 
Mstep: Class 13 contains 8624 members 
Mstep: Class 14 contains 21028 members 
Mstep: Class 15 contains 16844 members 
Mstep: Class 16 contains 4064 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2873 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6007 members 
Mstep: Class 22 contains 75016 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44834 members 
Mstep: Class 25 contains 9726 members 
Mstep: Class 26 contains 61452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657576.000000 Penalty: 55564.910156
Iteration 180F: 27 clusters Score -6.265758e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 32303 members 
Mstep: Class 3 contains 14038 members 
Mstep: Class 4 contains 29197 members 
Mstep: Class 5 contains 38347 members 
Mstep: Class 6 contains 7864 members 
Mstep: Class 7 contains 5807 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37939 members 
Mstep: Class 13 contains 8530 members 
Mstep: Class 14 contains 20969 members 
Mstep: Class 15 contains 16844 members 
Mstep: Class 16 contains 4063 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6008 members 
Mstep: Class 22 contains 75030 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44834 members 
Mstep: Class 25 contains 9729 members 
Mstep: Class 26 contains 61548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657568.000000 Penalty: 55564.910156
Iteration 181Q: 27 clusters Score -6.265757e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 32297 members 
Mstep: Class 3 contains 14034 members 
Mstep: Class 4 contains 29178 members 
Mstep: Class 5 contains 38422 members 
Mstep: Class 6 contains 7864 members 
Mstep: Class 7 contains 5807 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37945 members 
Mstep: Class 13 contains 8446 members 
Mstep: Class 14 contains 20915 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4061 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6010 members 
Mstep: Class 22 contains 75037 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44833 members 
Mstep: Class 25 contains 9730 members 
Mstep: Class 26 contains 61648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657576.000000 Penalty: 55564.910156
Iteration 182Q: 27 clusters Score -6.265758e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 32295 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 29154 members 
Mstep: Class 5 contains 38494 members 
Mstep: Class 6 contains 7862 members 
Mstep: Class 7 contains 5807 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4045 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37952 members 
Mstep: Class 13 contains 8370 members 
Mstep: Class 14 contains 20867 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4060 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2872 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6009 members 
Mstep: Class 22 contains 75049 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44836 members 
Mstep: Class 25 contains 9733 members 
Mstep: Class 26 contains 61719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657544.000000 Penalty: 55564.910156
Iteration 183Q: 27 clusters Score -6.265754e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82924 members 
Mstep: Class 2 contains 32289 members 
Mstep: Class 3 contains 14034 members 
Mstep: Class 4 contains 29139 members 
Mstep: Class 5 contains 38553 members 
Mstep: Class 6 contains 7863 members 
Mstep: Class 7 contains 5807 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37953 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 20830 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6006 members 
Mstep: Class 22 contains 75055 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44835 members 
Mstep: Class 25 contains 9736 members 
Mstep: Class 26 contains 61786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657664.000000 Penalty: 55564.910156
Iteration 184Q: 27 clusters Score -6.265766e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 32280 members 
Mstep: Class 3 contains 14033 members 
Mstep: Class 4 contains 29131 members 
Mstep: Class 5 contains 38581 members 
Mstep: Class 6 contains 7863 members 
Mstep: Class 7 contains 5810 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37957 members 
Mstep: Class 13 contains 8251 members 
Mstep: Class 14 contains 20797 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6006 members 
Mstep: Class 22 contains 75067 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44834 members 
Mstep: Class 25 contains 9738 members 
Mstep: Class 26 contains 61864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657688.000000 Penalty: 55564.910156
Iteration 185Q: 27 clusters Score -6.265769e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 32273 members 
Mstep: Class 3 contains 14030 members 
Mstep: Class 4 contains 29115 members 
Mstep: Class 5 contains 38616 members 
Mstep: Class 6 contains 7863 members 
Mstep: Class 7 contains 5812 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37971 members 
Mstep: Class 13 contains 8184 members 
Mstep: Class 14 contains 20762 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6003 members 
Mstep: Class 22 contains 75077 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44834 members 
Mstep: Class 25 contains 9738 members 
Mstep: Class 26 contains 61945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657696.000000 Penalty: 55564.910156
Iteration 186Q: 27 clusters Score -6.26577e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 32268 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 29093 members 
Mstep: Class 5 contains 38656 members 
Mstep: Class 6 contains 7863 members 
Mstep: Class 7 contains 5813 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37975 members 
Mstep: Class 13 contains 8133 members 
Mstep: Class 14 contains 20735 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 6001 members 
Mstep: Class 22 contains 75081 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44833 members 
Mstep: Class 25 contains 9738 members 
Mstep: Class 26 contains 62023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657736.000000 Penalty: 55564.910156
Iteration 187Q: 27 clusters Score -6.265774e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 32265 members 
Mstep: Class 3 contains 14025 members 
Mstep: Class 4 contains 29077 members 
Mstep: Class 5 contains 38693 members 
Mstep: Class 6 contains 7863 members 
Mstep: Class 7 contains 5814 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37976 members 
Mstep: Class 13 contains 8095 members 
Mstep: Class 14 contains 20706 members 
Mstep: Class 15 contains 16844 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 2610 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 75088 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44834 members 
Mstep: Class 25 contains 9738 members 
Mstep: Class 26 contains 62074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657752.000000 Penalty: 55564.910156
Iteration 188Q: 27 clusters Score -6.265775e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 32263 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 29069 members 
Mstep: Class 5 contains 38710 members 
Mstep: Class 6 contains 7863 members 
Mstep: Class 7 contains 5814 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37977 members 
Mstep: Class 13 contains 8059 members 
Mstep: Class 14 contains 20688 members 
Mstep: Class 15 contains 16844 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 75096 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44833 members 
Mstep: Class 25 contains 9738 members 
Mstep: Class 26 contains 62120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657748.000000 Penalty: 55564.910156
Iteration 189Q: 27 clusters Score -6.265775e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 32262 members 
Mstep: Class 3 contains 14028 members 
Mstep: Class 4 contains 29057 members 
Mstep: Class 5 contains 38738 members 
Mstep: Class 6 contains 7863 members 
Mstep: Class 7 contains 5815 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37983 members 
Mstep: Class 13 contains 8011 members 
Mstep: Class 14 contains 20661 members 
Mstep: Class 15 contains 16844 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2861 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 75097 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44832 members 
Mstep: Class 25 contains 9738 members 
Mstep: Class 26 contains 62182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657764.000000 Penalty: 55564.910156
Iteration 190Q: 27 clusters Score -6.265776e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 32259 members 
Mstep: Class 3 contains 14028 members 
Mstep: Class 4 contains 29043 members 
Mstep: Class 5 contains 38776 members 
Mstep: Class 6 contains 7863 members 
Mstep: Class 7 contains 5813 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37986 members 
Mstep: Class 13 contains 7964 members 
Mstep: Class 14 contains 20641 members 
Mstep: Class 15 contains 16844 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2862 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 75102 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44832 members 
Mstep: Class 25 contains 9738 members 
Mstep: Class 26 contains 62222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657800.000000 Penalty: 55564.910156
Iteration 191Q: 27 clusters Score -6.26578e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82862 members 
Mstep: Class 2 contains 32253 members 
Mstep: Class 3 contains 14029 members 
Mstep: Class 4 contains 29027 members 
Mstep: Class 5 contains 38816 members 
Mstep: Class 6 contains 7862 members 
Mstep: Class 7 contains 5811 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37992 members 
Mstep: Class 13 contains 7913 members 
Mstep: Class 14 contains 20621 members 
Mstep: Class 15 contains 16844 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 75112 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44832 members 
Mstep: Class 25 contains 9738 members 
Mstep: Class 26 contains 62266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657784.000000 Penalty: 55564.910156
Iteration 192Q: 27 clusters Score -6.265778e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 32246 members 
Mstep: Class 3 contains 14028 members 
Mstep: Class 4 contains 29015 members 
Mstep: Class 5 contains 38855 members 
Mstep: Class 6 contains 7862 members 
Mstep: Class 7 contains 5811 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37997 members 
Mstep: Class 13 contains 7870 members 
Mstep: Class 14 contains 20608 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2862 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 75118 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44832 members 
Mstep: Class 25 contains 9738 members 
Mstep: Class 26 contains 62295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657824.000000 Penalty: 55564.910156
Iteration 193Q: 27 clusters Score -6.265782e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 32243 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 28996 members 
Mstep: Class 5 contains 38904 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 5811 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37996 members 
Mstep: Class 13 contains 7835 members 
Mstep: Class 14 contains 20598 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 75121 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44832 members 
Mstep: Class 25 contains 9737 members 
Mstep: Class 26 contains 62314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657780.000000 Penalty: 55564.910156
Iteration 194Q: 27 clusters Score -6.265778e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 32239 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 28973 members 
Mstep: Class 5 contains 38952 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 5811 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 37998 members 
Mstep: Class 13 contains 7802 members 
Mstep: Class 14 contains 20592 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75127 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9737 members 
Mstep: Class 26 contains 62321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657784.000000 Penalty: 55564.910156
Iteration 195Q: 27 clusters Score -6.265778e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82854 members 
Mstep: Class 2 contains 32230 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 28957 members 
Mstep: Class 5 contains 39003 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 5810 members 
Mstep: Class 8 contains 3984 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38002 members 
Mstep: Class 13 contains 7762 members 
Mstep: Class 14 contains 20585 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75133 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44830 members 
Mstep: Class 25 contains 9737 members 
Mstep: Class 26 contains 62334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657796.000000 Penalty: 55564.910156
Iteration 196Q: 27 clusters Score -6.26578e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 32221 members 
Mstep: Class 3 contains 14026 members 
Mstep: Class 4 contains 28931 members 
Mstep: Class 5 contains 39052 members 
Mstep: Class 6 contains 7860 members 
Mstep: Class 7 contains 5806 members 
Mstep: Class 8 contains 3984 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38004 members 
Mstep: Class 13 contains 7726 members 
Mstep: Class 14 contains 20577 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 75139 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9739 members 
Mstep: Class 26 contains 62356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657884.000000 Penalty: 55564.910156
Iteration 197Q: 27 clusters Score -6.265788e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 32213 members 
Mstep: Class 3 contains 14025 members 
Mstep: Class 4 contains 28903 members 
Mstep: Class 5 contains 39095 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5806 members 
Mstep: Class 8 contains 3984 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38003 members 
Mstep: Class 13 contains 7689 members 
Mstep: Class 14 contains 20565 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6002 members 
Mstep: Class 22 contains 75145 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9741 members 
Mstep: Class 26 contains 62395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657800.000000 Penalty: 55564.910156
Iteration 198Q: 27 clusters Score -6.26578e+07 nChanged 165
Entering ConstructFrom: 
Score: -62657800.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (82849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Entering Unmasked Estep 
Score: -10236269.000000 Penalty: 1840.275879
	Iteration 0F: 2 clusters Score -1.023627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -10184926.000000 Penalty: 3680.551758
	Iteration 0F: 3 clusters Score -1.018493e+07 nChanged 39592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -10207846.000000 Penalty: 3680.551758
	Iteration 1F: 3 clusters Score -1.020785e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -10208590.000000 Penalty: 3680.551758
	Iteration 2Q: 3 clusters Score -1.020859e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -10209489.000000 Penalty: 3680.551758
	Iteration 3Q: 3 clusters Score -1.020949e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -10210876.000000 Penalty: 3680.551758
	Iteration 4Q: 3 clusters Score -1.021088e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -10212591.000000 Penalty: 3680.551758
	Iteration 5Q: 3 clusters Score -1.021259e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -10214921.000000 Penalty: 3680.551758
	Iteration 6Q: 3 clusters Score -1.021492e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -10217953.000000 Penalty: 3680.551758
	Iteration 7F: 3 clusters Score -1.021795e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -10221523.000000 Penalty: 3680.551758
	Iteration 8F: 3 clusters Score -1.022152e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -10225364.000000 Penalty: 3680.551758
	Iteration 9F: 3 clusters Score -1.022536e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -10228754.000000 Penalty: 3680.551758
	Iteration 10F: 3 clusters Score -1.022875e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -10231258.000000 Penalty: 3680.551758
	Iteration 11Q: 3 clusters Score -1.023126e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79040 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -10232708.000000 Penalty: 3680.551758
	Iteration 12Q: 3 clusters Score -1.023271e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -10233543.000000 Penalty: 3680.551758
	Iteration 13Q: 3 clusters Score -1.023354e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -10234048.000000 Penalty: 3680.551758
	Iteration 14Q: 3 clusters Score -1.023405e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81894 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10234251.000000 Penalty: 3680.551758
	Iteration 15Q: 3 clusters Score -1.023425e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82140 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10234411.000000 Penalty: 3680.551758
	Iteration 16Q: 3 clusters Score -1.023441e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82271 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10234496.000000 Penalty: 3680.551758
	Iteration 17Q: 3 clusters Score -1.02345e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10234571.000000 Penalty: 3680.551758
	Iteration 18Q: 3 clusters Score -1.023457e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10234616.000000 Penalty: 3680.551758
	Iteration 19Q: 3 clusters Score -1.023462e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10234640.000000 Penalty: 3680.551758
	Iteration 20F: 3 clusters Score -1.023464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10234652.000000 Penalty: 3680.551758
	Iteration 21Q: 3 clusters Score -1.023465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82457 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10234663.000000 Penalty: 3680.551758
	Iteration 22Q: 3 clusters Score -1.023466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10234677.000000 Penalty: 3680.551758
	Iteration 23Q: 3 clusters Score -1.023468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82471 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10234684.000000 Penalty: 3680.551758
	Iteration 24Q: 3 clusters Score -1.023468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10234680.000000 Penalty: 3680.551758
	Iteration 25Q: 3 clusters Score -1.023468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82487 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10234681.000000 Penalty: 3680.551758
	Iteration 26Q: 3 clusters Score -1.023468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10234688.000000 Penalty: 3680.551758
	Iteration 27Q: 3 clusters Score -1.023469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82500 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10234702.000000 Penalty: 3680.551758
	Iteration 28Q: 3 clusters Score -1.02347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82506 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10234714.000000 Penalty: 3680.551758
	Iteration 29Q: 3 clusters Score -1.023471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82511 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10234725.000000 Penalty: 3680.551758
	Iteration 30Q: 3 clusters Score -1.023472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10234742.000000 Penalty: 3680.551758
	Iteration 31Q: 3 clusters Score -1.023474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82524 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10234741.000000 Penalty: 3680.551758
	Iteration 32Q: 3 clusters Score -1.023474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82526 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10234743.000000 Penalty: 3680.551758
	Iteration 33Q: 3 clusters Score -1.023474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82526 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10234743.000000 Penalty: 3680.551758
	Iteration 34F: 3 clusters Score -1.023474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Entering Unmasked Estep 
Score: -4015343.750000 Penalty: 1686.734985
	Iteration 0F: 2 clusters Score -4015344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3993795.750000 Penalty: 3373.469971
	Iteration 0F: 3 clusters Score -3993796 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -4002019.750000 Penalty: 3373.469971
	Iteration 1F: 3 clusters Score -4002020 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -4002398.250000 Penalty: 3373.469971
	Iteration 2Q: 3 clusters Score -4002398 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -4002734.500000 Penalty: 3373.469971
	Iteration 3Q: 3 clusters Score -4002734 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -4003060.500000 Penalty: 3373.469971
	Iteration 4Q: 3 clusters Score -4003060 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -4003377.500000 Penalty: 3373.469971
	Iteration 5Q: 3 clusters Score -4003378 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -4003712.500000 Penalty: 3373.469971
	Iteration 6Q: 3 clusters Score -4003712 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4004066.750000 Penalty: 3373.469971
	Iteration 7Q: 3 clusters Score -4004067 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -4004500.750000 Penalty: 3373.469971
	Iteration 8Q: 3 clusters Score -4004501 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -4005014.500000 Penalty: 3373.469971
	Iteration 9Q: 3 clusters Score -4005014 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -4005695.500000 Penalty: 3373.469971
	Iteration 10Q: 3 clusters Score -4005696 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -4006556.250000 Penalty: 3373.469971
	Iteration 11Q: 3 clusters Score -4006556 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -4007645.000000 Penalty: 3373.469971
	Iteration 12Q: 3 clusters Score -4007645 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -4008746.500000 Penalty: 3373.469971
	Iteration 13Q: 3 clusters Score -4008746 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -4009664.250000 Penalty: 3373.469971
	Iteration 14Q: 3 clusters Score -4009664 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -4010301.750000 Penalty: 3373.469971
	Iteration 15Q: 3 clusters Score -4010302 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -4010750.000000 Penalty: 3373.469971
	Iteration 16Q: 3 clusters Score -4010750 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -4011063.750000 Penalty: 3373.469971
	Iteration 17Q: 3 clusters Score -4011064 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -4011379.750000 Penalty: 3373.469971
	Iteration 18Q: 3 clusters Score -4011380 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -4011717.000000 Penalty: 3373.469971
	Iteration 19Q: 3 clusters Score -4011717 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -4012009.250000 Penalty: 3373.469971
	Iteration 20F: 3 clusters Score -4012009 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -4012307.000000 Penalty: 3373.469971
	Iteration 21Q: 3 clusters Score -4012307 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -4012573.000000 Penalty: 3373.469971
	Iteration 22Q: 3 clusters Score -4012573 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -4012796.750000 Penalty: 3373.469971
	Iteration 23Q: 3 clusters Score -4012797 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -4013022.000000 Penalty: 3373.469971
	Iteration 24Q: 3 clusters Score -4013022 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -4013235.750000 Penalty: 3373.469971
	Iteration 25Q: 3 clusters Score -4013236 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -4013387.500000 Penalty: 3373.469971
	Iteration 26Q: 3 clusters Score -4013388 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -4013513.000000 Penalty: 3373.469971
	Iteration 27Q: 3 clusters Score -4013513 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -4013603.750000 Penalty: 3373.469971
	Iteration 28Q: 3 clusters Score -4013604 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -4013669.000000 Penalty: 3373.469971
	Iteration 29Q: 3 clusters Score -4013669 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -4013732.000000 Penalty: 3373.469971
	Iteration 30Q: 3 clusters Score -4013732 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -4013776.500000 Penalty: 3373.469971
	Iteration 31Q: 3 clusters Score -4013776 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -4013809.750000 Penalty: 3373.469971
	Iteration 32Q: 3 clusters Score -4013810 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -4013829.500000 Penalty: 3373.469971
	Iteration 33Q: 3 clusters Score -4013830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4013848.000000 Penalty: 3373.469971
	Iteration 34Q: 3 clusters Score -4013848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -4013869.500000 Penalty: 3373.469971
	Iteration 35Q: 3 clusters Score -4013870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -4013875.000000 Penalty: 3373.469971
	Iteration 36Q: 3 clusters Score -4013875 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -4013893.750000 Penalty: 3373.469971
	Iteration 37Q: 3 clusters Score -4013894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -4013890.250000 Penalty: 3373.469971
	Iteration 38Q: 3 clusters Score -4013890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -4013897.000000 Penalty: 3373.469971
	Iteration 39Q: 3 clusters Score -4013897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -4013894.000000 Penalty: 3373.469971
	Iteration 40F: 3 clusters Score -4013894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -4013894.000000 Penalty: 3373.469971
	Iteration 41Q: 3 clusters Score -4013894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -4013895.000000 Penalty: 3373.469971
	Iteration 42Q: 3 clusters Score -4013895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -4013901.750000 Penalty: 3373.469971
	Iteration 43Q: 3 clusters Score -4013902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -4013896.500000 Penalty: 3373.469971
	Iteration 44Q: 3 clusters Score -4013896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -4013906.000000 Penalty: 3373.469971
	Iteration 45Q: 3 clusters Score -4013906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -4013906.750000 Penalty: 3373.469971
	Iteration 46Q: 3 clusters Score -4013907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -4013910.250000 Penalty: 3373.469971
	Iteration 47Q: 3 clusters Score -4013910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -4013910.250000 Penalty: 3373.469971
	Iteration 48Q: 3 clusters Score -4013910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -4013915.750000 Penalty: 3373.469971
	Iteration 49Q: 3 clusters Score -4013916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -4013931.000000 Penalty: 3373.469971
	Iteration 50Q: 3 clusters Score -4013931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -4013940.750000 Penalty: 3373.469971
	Iteration 51Q: 3 clusters Score -4013941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -4013939.000000 Penalty: 3373.469971
	Iteration 52Q: 3 clusters Score -4013939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -4013937.000000 Penalty: 3373.469971
	Iteration 53Q: 3 clusters Score -4013937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -4013933.750000 Penalty: 3373.469971
	Iteration 54Q: 3 clusters Score -4013934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -4013935.500000 Penalty: 3373.469971
	Iteration 55Q: 3 clusters Score -4013936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -4013946.250000 Penalty: 3373.469971
	Iteration 56Q: 3 clusters Score -4013946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -4013956.500000 Penalty: 3373.469971
	Iteration 57Q: 3 clusters Score -4013956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -4013961.750000 Penalty: 3373.469971
	Iteration 58Q: 3 clusters Score -4013962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -4013966.250000 Penalty: 3373.469971
	Iteration 59Q: 3 clusters Score -4013966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -4013966.500000 Penalty: 3373.469971
	Iteration 60F: 3 clusters Score -4013966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -4013968.500000 Penalty: 3373.469971
	Iteration 61Q: 3 clusters Score -4013968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -4013976.250000 Penalty: 3373.469971
	Iteration 62Q: 3 clusters Score -4013976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -4013974.500000 Penalty: 3373.469971
	Iteration 63Q: 3 clusters Score -4013974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -4013975.500000 Penalty: 3373.469971
	Iteration 64Q: 3 clusters Score -4013976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -4013974.250000 Penalty: 3373.469971
	Iteration 65Q: 3 clusters Score -4013974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -4013972.250000 Penalty: 3373.469971
	Iteration 66Q: 3 clusters Score -4013972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -4013972.750000 Penalty: 3373.469971
	Iteration 67Q: 3 clusters Score -4013973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -4013972.750000 Penalty: 3373.469971
	Iteration 68Q: 3 clusters Score -4013973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -4013975.500000 Penalty: 3373.469971
	Iteration 69Q: 3 clusters Score -4013976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -4013972.750000 Penalty: 3373.469971
	Iteration 70Q: 3 clusters Score -4013973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -4013976.250000 Penalty: 3373.469971
	Iteration 71Q: 3 clusters Score -4013976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -4013978.000000 Penalty: 3373.469971
	Iteration 72Q: 3 clusters Score -4013978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -4013978.000000 Penalty: 3373.469971
	Iteration 73F: 3 clusters Score -4013978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Entering Unmasked Estep 
Score: -1780620.000000 Penalty: 1551.646973
	Iteration 0F: 2 clusters Score -1780620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1770864.125000 Penalty: 3103.293945
	Iteration 0F: 3 clusters Score -1770864 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1774058.250000 Penalty: 3103.293945
	Iteration 1F: 3 clusters Score -1774058 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1774291.375000 Penalty: 3103.293945
	Iteration 2Q: 3 clusters Score -1774291 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1774485.875000 Penalty: 3103.293945
	Iteration 3Q: 3 clusters Score -1774486 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1774659.125000 Penalty: 3103.293945
	Iteration 4Q: 3 clusters Score -1774659 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1774827.125000 Penalty: 3103.293945
	Iteration 5Q: 3 clusters Score -1774827 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1774996.875000 Penalty: 3103.293945
	Iteration 6Q: 3 clusters Score -1774997 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1775191.125000 Penalty: 3103.293945
	Iteration 7Q: 3 clusters Score -1775191 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1775454.750000 Penalty: 3103.293945
	Iteration 8Q: 3 clusters Score -1775455 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1775857.125000 Penalty: 3103.293945
	Iteration 9Q: 3 clusters Score -1775857 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1776384.875000 Penalty: 3103.293945
	Iteration 10F: 3 clusters Score -1776385 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1776974.000000 Penalty: 3103.293945
	Iteration 11F: 3 clusters Score -1776974 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1777585.000000 Penalty: 3103.293945
	Iteration 12Q: 3 clusters Score -1777585 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1778074.875000 Penalty: 3103.293945
	Iteration 13Q: 3 clusters Score -1778075 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1778388.125000 Penalty: 3103.293945
	Iteration 14Q: 3 clusters Score -1778388 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1778567.625000 Penalty: 3103.293945
	Iteration 15Q: 3 clusters Score -1778568 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1778731.250000 Penalty: 3103.293945
	Iteration 16Q: 3 clusters Score -1778731 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1778862.750000 Penalty: 3103.293945
	Iteration 17Q: 3 clusters Score -1778863 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1778978.125000 Penalty: 3103.293945
	Iteration 18Q: 3 clusters Score -1778978 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1779060.625000 Penalty: 3103.293945
	Iteration 19Q: 3 clusters Score -1779061 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1779116.375000 Penalty: 3103.293945
	Iteration 20F: 3 clusters Score -1779116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1779160.625000 Penalty: 3103.293945
	Iteration 21Q: 3 clusters Score -1779161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1779196.250000 Penalty: 3103.293945
	Iteration 22Q: 3 clusters Score -1779196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1779210.375000 Penalty: 3103.293945
	Iteration 23Q: 3 clusters Score -1779210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1779221.000000 Penalty: 3103.293945
	Iteration 24Q: 3 clusters Score -1779221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1779224.250000 Penalty: 3103.293945
	Iteration 25Q: 3 clusters Score -1779224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1779229.500000 Penalty: 3103.293945
	Iteration 26Q: 3 clusters Score -1779230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1779237.750000 Penalty: 3103.293945
	Iteration 27Q: 3 clusters Score -1779238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1779243.875000 Penalty: 3103.293945
	Iteration 28Q: 3 clusters Score -1779244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1779249.625000 Penalty: 3103.293945
	Iteration 29Q: 3 clusters Score -1779250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1779249.250000 Penalty: 3103.293945
	Iteration 30Q: 3 clusters Score -1779249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1779252.000000 Penalty: 3103.293945
	Iteration 31Q: 3 clusters Score -1779252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1779252.000000 Penalty: 3103.293945
	Iteration 32F: 3 clusters Score -1779252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Entering Unmasked Estep 
Score: -3619387.500000 Penalty: 1668.948853
	Iteration 0F: 2 clusters Score -3619388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3599908.000000 Penalty: 3337.897705
	Iteration 0F: 3 clusters Score -3599908 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3606999.000000 Penalty: 3337.897705
	Iteration 1F: 3 clusters Score -3606999 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3607344.250000 Penalty: 3337.897705
	Iteration 2Q: 3 clusters Score -3607344 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3607736.250000 Penalty: 3337.897705
	Iteration 3Q: 3 clusters Score -3607736 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3608241.500000 Penalty: 3337.897705
	Iteration 4Q: 3 clusters Score -3608242 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3608994.500000 Penalty: 3337.897705
	Iteration 5Q: 3 clusters Score -3608994 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3610141.750000 Penalty: 3337.897705
	Iteration 6F: 3 clusters Score -3610142 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -3611732.250000 Penalty: 3337.897705
	Iteration 7F: 3 clusters Score -3611732 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3613655.000000 Penalty: 3337.897705
	Iteration 8F: 3 clusters Score -3613655 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3615485.750000 Penalty: 3337.897705
	Iteration 9F: 3 clusters Score -3615486 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3616807.500000 Penalty: 3337.897705
	Iteration 10Q: 3 clusters Score -3616808 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3617405.750000 Penalty: 3337.897705
	Iteration 11Q: 3 clusters Score -3617406 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3617637.500000 Penalty: 3337.897705
	Iteration 12Q: 3 clusters Score -3617638 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3617732.500000 Penalty: 3337.897705
	Iteration 13Q: 3 clusters Score -3617732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3617791.500000 Penalty: 3337.897705
	Iteration 14Q: 3 clusters Score -3617792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3617833.750000 Penalty: 3337.897705
	Iteration 15Q: 3 clusters Score -3617834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3617848.000000 Penalty: 3337.897705
	Iteration 16Q: 3 clusters Score -3617848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3617866.750000 Penalty: 3337.897705
	Iteration 17Q: 3 clusters Score -3617867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3617887.500000 Penalty: 3337.897705
	Iteration 18Q: 3 clusters Score -3617888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3617896.250000 Penalty: 3337.897705
	Iteration 19Q: 3 clusters Score -3617896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3617900.250000 Penalty: 3337.897705
	Iteration 20F: 3 clusters Score -3617900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3617900.000000 Penalty: 3337.897705
	Iteration 21Q: 3 clusters Score -3617900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3617908.750000 Penalty: 3337.897705
	Iteration 22Q: 3 clusters Score -3617909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3617910.750000 Penalty: 3337.897705
	Iteration 23Q: 3 clusters Score -3617911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3617911.000000 Penalty: 3337.897705
	Iteration 24Q: 3 clusters Score -3617911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3617914.000000 Penalty: 3337.897705
	Iteration 25Q: 3 clusters Score -3617914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3617915.250000 Penalty: 3337.897705
	Iteration 26Q: 3 clusters Score -3617915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3617919.500000 Penalty: 3337.897705
	Iteration 27Q: 3 clusters Score -3617920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3617922.000000 Penalty: 3337.897705
	Iteration 28Q: 3 clusters Score -3617922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3617929.750000 Penalty: 3337.897705
	Iteration 29Q: 3 clusters Score -3617930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3617933.250000 Penalty: 3337.897705
	Iteration 30Q: 3 clusters Score -3617933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3617932.000000 Penalty: 3337.897705
	Iteration 31Q: 3 clusters Score -3617932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3617932.000000 Penalty: 3337.897705
	Iteration 32F: 3 clusters Score -3617932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Entering Unmasked Estep 
Score: -4885047.500000 Penalty: 1718.487671
	Iteration 0F: 2 clusters Score -4885048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -4858818.000000 Penalty: 3436.975342
	Iteration 0F: 3 clusters Score -4858818 nChanged 18358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4869162.000000 Penalty: 3436.975342
	Iteration 1F: 3 clusters Score -4869162 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -4869767.500000 Penalty: 3436.975342
	Iteration 2Q: 3 clusters Score -4869768 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4870588.500000 Penalty: 3436.975342
	Iteration 3F: 3 clusters Score -4870588 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -4871750.500000 Penalty: 3436.975342
	Iteration 4F: 3 clusters Score -4871750 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -4873451.500000 Penalty: 3436.975342
	Iteration 5F: 3 clusters Score -4873452 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -4875830.000000 Penalty: 3436.975342
	Iteration 6F: 3 clusters Score -4875830 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4878526.500000 Penalty: 3436.975342
	Iteration 7F: 3 clusters Score -4878526 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -4880723.000000 Penalty: 3436.975342
	Iteration 8F: 3 clusters Score -4880723 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -4882074.500000 Penalty: 3436.975342
	Iteration 9Q: 3 clusters Score -4882074 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -4882722.000000 Penalty: 3436.975342
	Iteration 10Q: 3 clusters Score -4882722 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -4883054.500000 Penalty: 3436.975342
	Iteration 11Q: 3 clusters Score -4883054 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -4883231.500000 Penalty: 3436.975342
	Iteration 12Q: 3 clusters Score -4883232 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -4883344.000000 Penalty: 3436.975342
	Iteration 13Q: 3 clusters Score -4883344 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -4883413.500000 Penalty: 3436.975342
	Iteration 14Q: 3 clusters Score -4883414 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -4883462.000000 Penalty: 3436.975342
	Iteration 15Q: 3 clusters Score -4883462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -4883507.500000 Penalty: 3436.975342
	Iteration 16Q: 3 clusters Score -4883508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -4883549.500000 Penalty: 3436.975342
	Iteration 17Q: 3 clusters Score -4883550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -4883570.500000 Penalty: 3436.975342
	Iteration 18Q: 3 clusters Score -4883570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -4883594.500000 Penalty: 3436.975342
	Iteration 19Q: 3 clusters Score -4883594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -4883616.500000 Penalty: 3436.975342
	Iteration 20F: 3 clusters Score -4883616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -4883627.000000 Penalty: 3436.975342
	Iteration 21Q: 3 clusters Score -4883627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -4883641.000000 Penalty: 3436.975342
	Iteration 22Q: 3 clusters Score -4883641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -4883649.000000 Penalty: 3436.975342
	Iteration 23Q: 3 clusters Score -4883649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -4883657.500000 Penalty: 3436.975342
	Iteration 24Q: 3 clusters Score -4883658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -4883663.000000 Penalty: 3436.975342
	Iteration 25Q: 3 clusters Score -4883663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -4883660.000000 Penalty: 3436.975342
	Iteration 26Q: 3 clusters Score -4883660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -4883660.500000 Penalty: 3436.975342
	Iteration 27Q: 3 clusters Score -4883660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -4883661.500000 Penalty: 3436.975342
	Iteration 28Q: 3 clusters Score -4883662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -4883659.000000 Penalty: 3436.975342
	Iteration 29Q: 3 clusters Score -4883659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -4883662.500000 Penalty: 3436.975342
	Iteration 30Q: 3 clusters Score -4883662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -4883677.500000 Penalty: 3436.975342
	Iteration 31Q: 3 clusters Score -4883678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -4883683.000000 Penalty: 3436.975342
	Iteration 32Q: 3 clusters Score -4883683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -4883684.000000 Penalty: 3436.975342
	Iteration 33Q: 3 clusters Score -4883684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -4883690.500000 Penalty: 3436.975342
	Iteration 34Q: 3 clusters Score -4883690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -4883681.000000 Penalty: 3436.975342
	Iteration 35Q: 3 clusters Score -4883681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -4883682.000000 Penalty: 3436.975342
	Iteration 36Q: 3 clusters Score -4883682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -4883685.500000 Penalty: 3436.975342
	Iteration 37Q: 3 clusters Score -4883686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -4883685.000000 Penalty: 3436.975342
	Iteration 38Q: 3 clusters Score -4883685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -4883686.000000 Penalty: 3436.975342
	Iteration 39Q: 3 clusters Score -4883686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -4883687.500000 Penalty: 3436.975342
	Iteration 40F: 3 clusters Score -4883688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -4883684.500000 Penalty: 3436.975342
	Iteration 41Q: 3 clusters Score -4883684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -4883684.500000 Penalty: 3436.975342
	Iteration 42F: 3 clusters Score -4883684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Entering Unmasked Estep 
Score: -997231.562500 Penalty: 1457.529907
	Iteration 0F: 2 clusters Score -997231.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -991362.312500 Penalty: 2915.059814
	Iteration 0F: 3 clusters Score -991362.3 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -993229.937500 Penalty: 2915.059814
	Iteration 1F: 3 clusters Score -993229.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -993477.937500 Penalty: 2915.059814
	Iteration 2F: 3 clusters Score -993477.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -993665.250000 Penalty: 2915.059814
	Iteration 3F: 3 clusters Score -993665.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -993812.687500 Penalty: 2915.059814
	Iteration 4Q: 3 clusters Score -993812.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -993963.625000 Penalty: 2915.059814
	Iteration 5Q: 3 clusters Score -993963.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -994133.375000 Penalty: 2915.059814
	Iteration 6Q: 3 clusters Score -994133.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -994295.500000 Penalty: 2915.059814
	Iteration 7Q: 3 clusters Score -994295.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -994439.812500 Penalty: 2915.059814
	Iteration 8Q: 3 clusters Score -994439.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -994561.187500 Penalty: 2915.059814
	Iteration 9Q: 3 clusters Score -994561.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -994670.562500 Penalty: 2915.059814
	Iteration 10Q: 3 clusters Score -994670.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -994762.125000 Penalty: 2915.059814
	Iteration 11Q: 3 clusters Score -994762.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -994841.000000 Penalty: 2915.059814
	Iteration 12Q: 3 clusters Score -994841 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -994929.500000 Penalty: 2915.059814
	Iteration 13Q: 3 clusters Score -994929.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -994997.687500 Penalty: 2915.059814
	Iteration 14Q: 3 clusters Score -994997.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -995059.437500 Penalty: 2915.059814
	Iteration 15Q: 3 clusters Score -995059.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -995123.000000 Penalty: 2915.059814
	Iteration 16Q: 3 clusters Score -995123 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -995178.437500 Penalty: 2915.059814
	Iteration 17Q: 3 clusters Score -995178.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -995232.625000 Penalty: 2915.059814
	Iteration 18Q: 3 clusters Score -995232.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -995282.375000 Penalty: 2915.059814
	Iteration 19Q: 3 clusters Score -995282.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -995339.562500 Penalty: 2915.059814
	Iteration 20F: 3 clusters Score -995339.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -995394.750000 Penalty: 2915.059814
	Iteration 21Q: 3 clusters Score -995394.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -995445.437500 Penalty: 2915.059814
	Iteration 22Q: 3 clusters Score -995445.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -995485.750000 Penalty: 2915.059814
	Iteration 23Q: 3 clusters Score -995485.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -995539.937500 Penalty: 2915.059814
	Iteration 24Q: 3 clusters Score -995539.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -995592.250000 Penalty: 2915.059814
	Iteration 25Q: 3 clusters Score -995592.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -995642.125000 Penalty: 2915.059814
	Iteration 26Q: 3 clusters Score -995642.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -995686.437500 Penalty: 2915.059814
	Iteration 27Q: 3 clusters Score -995686.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -995716.125000 Penalty: 2915.059814
	Iteration 28Q: 3 clusters Score -995716.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -995744.062500 Penalty: 2915.059814
	Iteration 29Q: 3 clusters Score -995744.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -995770.875000 Penalty: 2915.059814
	Iteration 30Q: 3 clusters Score -995770.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -995792.750000 Penalty: 2915.059814
	Iteration 31Q: 3 clusters Score -995792.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -995814.062500 Penalty: 2915.059814
	Iteration 32Q: 3 clusters Score -995814.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -995829.812500 Penalty: 2915.059814
	Iteration 33Q: 3 clusters Score -995829.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -995845.812500 Penalty: 2915.059814
	Iteration 34Q: 3 clusters Score -995845.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -995860.937500 Penalty: 2915.059814
	Iteration 35Q: 3 clusters Score -995860.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -995873.812500 Penalty: 2915.059814
	Iteration 36Q: 3 clusters Score -995873.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -995887.875000 Penalty: 2915.059814
	Iteration 37Q: 3 clusters Score -995887.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -995895.937500 Penalty: 2915.059814
	Iteration 38Q: 3 clusters Score -995895.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -995898.937500 Penalty: 2915.059814
	Iteration 39Q: 3 clusters Score -995898.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -995903.187500 Penalty: 2915.059814
	Iteration 40F: 3 clusters Score -995903.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -995907.687500 Penalty: 2915.059814
	Iteration 41Q: 3 clusters Score -995907.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -995910.375000 Penalty: 2915.059814
	Iteration 42Q: 3 clusters Score -995910.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -995918.187500 Penalty: 2915.059814
	Iteration 43Q: 3 clusters Score -995918.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -995922.187500 Penalty: 2915.059814
	Iteration 44Q: 3 clusters Score -995922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -995926.000000 Penalty: 2915.059814
	Iteration 45Q: 3 clusters Score -995926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -995927.625000 Penalty: 2915.059814
	Iteration 46Q: 3 clusters Score -995927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -995933.250000 Penalty: 2915.059814
	Iteration 47Q: 3 clusters Score -995933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -995934.875000 Penalty: 2915.059814
	Iteration 48Q: 3 clusters Score -995934.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -995937.812500 Penalty: 2915.059814
	Iteration 49Q: 3 clusters Score -995937.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -995941.187500 Penalty: 2915.059814
	Iteration 50Q: 3 clusters Score -995941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -995941.812500 Penalty: 2915.059814
	Iteration 51Q: 3 clusters Score -995941.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -995941.812500 Penalty: 2915.059814
	Iteration 52F: 3 clusters Score -995941.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Entering Unmasked Estep 
Score: -689812.062500 Penalty: 1408.414185
	Iteration 0F: 2 clusters Score -689812.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -685377.562500 Penalty: 2816.828369
	Iteration 0F: 3 clusters Score -685377.6 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -686589.250000 Penalty: 2816.828369
	Iteration 1F: 3 clusters Score -686589.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -686740.875000 Penalty: 2816.828369
	Iteration 2F: 3 clusters Score -686740.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -686858.312500 Penalty: 2816.828369
	Iteration 3Q: 3 clusters Score -686858.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -686958.437500 Penalty: 2816.828369
	Iteration 4Q: 3 clusters Score -686958.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -687044.562500 Penalty: 2816.828369
	Iteration 5Q: 3 clusters Score -687044.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -687108.687500 Penalty: 2816.828369
	Iteration 6Q: 3 clusters Score -687108.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -687171.437500 Penalty: 2816.828369
	Iteration 7Q: 3 clusters Score -687171.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -687233.750000 Penalty: 2816.828369
	Iteration 8Q: 3 clusters Score -687233.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -687315.437500 Penalty: 2816.828369
	Iteration 9Q: 3 clusters Score -687315.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -687408.875000 Penalty: 2816.828369
	Iteration 10Q: 3 clusters Score -687408.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -687510.937500 Penalty: 2816.828369
	Iteration 11Q: 3 clusters Score -687510.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -687634.437500 Penalty: 2816.828369
	Iteration 12Q: 3 clusters Score -687634.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -687756.812500 Penalty: 2816.828369
	Iteration 13Q: 3 clusters Score -687756.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -687870.375000 Penalty: 2816.828369
	Iteration 14Q: 3 clusters Score -687870.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -687978.625000 Penalty: 2816.828369
	Iteration 15Q: 3 clusters Score -687978.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -688104.875000 Penalty: 2816.828369
	Iteration 16Q: 3 clusters Score -688104.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -688238.125000 Penalty: 2816.828369
	Iteration 17Q: 3 clusters Score -688238.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -688373.000000 Penalty: 2816.828369
	Iteration 18Q: 3 clusters Score -688373 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -688477.125000 Penalty: 2816.828369
	Iteration 19Q: 3 clusters Score -688477.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -688572.812500 Penalty: 2816.828369
	Iteration 20F: 3 clusters Score -688572.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -688665.812500 Penalty: 2816.828369
	Iteration 21Q: 3 clusters Score -688665.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -688725.500000 Penalty: 2816.828369
	Iteration 22Q: 3 clusters Score -688725.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -688760.500000 Penalty: 2816.828369
	Iteration 23Q: 3 clusters Score -688760.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -688783.000000 Penalty: 2816.828369
	Iteration 24Q: 3 clusters Score -688783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -688797.687500 Penalty: 2816.828369
	Iteration 25Q: 3 clusters Score -688797.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -688813.250000 Penalty: 2816.828369
	Iteration 26Q: 3 clusters Score -688813.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -688821.375000 Penalty: 2816.828369
	Iteration 27Q: 3 clusters Score -688821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -688824.937500 Penalty: 2816.828369
	Iteration 28Q: 3 clusters Score -688824.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -688834.437500 Penalty: 2816.828369
	Iteration 29Q: 3 clusters Score -688834.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -688839.625000 Penalty: 2816.828369
	Iteration 30Q: 3 clusters Score -688839.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -688840.562500 Penalty: 2816.828369
	Iteration 31Q: 3 clusters Score -688840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -688841.750000 Penalty: 2816.828369
	Iteration 32Q: 3 clusters Score -688841.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -688841.750000 Penalty: 2816.828369
	Iteration 33F: 3 clusters Score -688841.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -489679.968750 Penalty: 1347.172607
	Iteration 0F: 2 clusters Score -489680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -486339.062500 Penalty: 2694.345215
	Iteration 0F: 3 clusters Score -486339.1 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -487170.656250 Penalty: 2694.345215
	Iteration 1F: 3 clusters Score -487170.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -487358.843750 Penalty: 2694.345215
	Iteration 2F: 3 clusters Score -487358.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -487475.531250 Penalty: 2694.345215
	Iteration 3F: 3 clusters Score -487475.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -487568.750000 Penalty: 2694.345215
	Iteration 4Q: 3 clusters Score -487568.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -487666.343750 Penalty: 2694.345215
	Iteration 5Q: 3 clusters Score -487666.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -487744.156250 Penalty: 2694.345215
	Iteration 6Q: 3 clusters Score -487744.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -487802.562500 Penalty: 2694.345215
	Iteration 7Q: 3 clusters Score -487802.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -487860.906250 Penalty: 2694.345215
	Iteration 8Q: 3 clusters Score -487860.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -487919.343750 Penalty: 2694.345215
	Iteration 9Q: 3 clusters Score -487919.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -487983.375000 Penalty: 2694.345215
	Iteration 10Q: 3 clusters Score -487983.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -488053.062500 Penalty: 2694.345215
	Iteration 11Q: 3 clusters Score -488053.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -488115.812500 Penalty: 2694.345215
	Iteration 12Q: 3 clusters Score -488115.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -488197.718750 Penalty: 2694.345215
	Iteration 13Q: 3 clusters Score -488197.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -488291.625000 Penalty: 2694.345215
	Iteration 14Q: 3 clusters Score -488291.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -488401.625000 Penalty: 2694.345215
	Iteration 15Q: 3 clusters Score -488401.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -488522.625000 Penalty: 2694.345215
	Iteration 16Q: 3 clusters Score -488522.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -488617.937500 Penalty: 2694.345215
	Iteration 17Q: 3 clusters Score -488617.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -488702.906250 Penalty: 2694.345215
	Iteration 18Q: 3 clusters Score -488702.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -488793.625000 Penalty: 2694.345215
	Iteration 19Q: 3 clusters Score -488793.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -488869.625000 Penalty: 2694.345215
	Iteration 20F: 3 clusters Score -488869.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -488933.218750 Penalty: 2694.345215
	Iteration 21Q: 3 clusters Score -488933.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -489004.562500 Penalty: 2694.345215
	Iteration 22Q: 3 clusters Score -489004.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -489098.750000 Penalty: 2694.345215
	Iteration 23Q: 3 clusters Score -489098.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -489155.625000 Penalty: 2694.345215
	Iteration 24Q: 3 clusters Score -489155.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -489175.625000 Penalty: 2694.345215
	Iteration 25Q: 3 clusters Score -489175.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -489182.656250 Penalty: 2694.345215
	Iteration 26Q: 3 clusters Score -489182.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -489190.062500 Penalty: 2694.345215
	Iteration 27Q: 3 clusters Score -489190.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -489201.531250 Penalty: 2694.345215
	Iteration 28Q: 3 clusters Score -489201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -489203.906250 Penalty: 2694.345215
	Iteration 29Q: 3 clusters Score -489203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -489206.218750 Penalty: 2694.345215
	Iteration 30Q: 3 clusters Score -489206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -489207.000000 Penalty: 2694.345215
	Iteration 31Q: 3 clusters Score -489207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -489208.000000 Penalty: 2694.345215
	Iteration 32Q: 3 clusters Score -489208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -489208.000000 Penalty: 2694.345215
	Iteration 33F: 3 clusters Score -489208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -31715.990234 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -31715.99 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 148 members 
Entering Unmasked Estep 
Score: -30878.115234 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -30878.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31036.277344 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -31036.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31191.863281 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -31191.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -31333.748047 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -31333.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -31449.541016 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -31449.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -31466.000000 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -31466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -31483.154297 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -31483.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -31484.664062 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -31484.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -31484.664062 Penalty: 1892.489868
	Iteration 8F: 3 clusters Score -31484.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -478358.125000 Penalty: 1349.841797
	Iteration 0F: 2 clusters Score -478358.1 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 2059 members 
Entering Unmasked Estep 
Score: -474998.343750 Penalty: 2699.683594
	Iteration 0F: 3 clusters Score -474998.3 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -475830.843750 Penalty: 2699.683594
	Iteration 1F: 3 clusters Score -475830.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -475958.000000 Penalty: 2699.683594
	Iteration 2F: 3 clusters Score -475958 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -476045.031250 Penalty: 2699.683594
	Iteration 3Q: 3 clusters Score -476045 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -476124.375000 Penalty: 2699.683594
	Iteration 4Q: 3 clusters Score -476124.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -476184.375000 Penalty: 2699.683594
	Iteration 5Q: 3 clusters Score -476184.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -476225.343750 Penalty: 2699.683594
	Iteration 6Q: 3 clusters Score -476225.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -476270.437500 Penalty: 2699.683594
	Iteration 7Q: 3 clusters Score -476270.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -476319.687500 Penalty: 2699.683594
	Iteration 8Q: 3 clusters Score -476319.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -476356.000000 Penalty: 2699.683594
	Iteration 9Q: 3 clusters Score -476356 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -476391.281250 Penalty: 2699.683594
	Iteration 10Q: 3 clusters Score -476391.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -476425.000000 Penalty: 2699.683594
	Iteration 11Q: 3 clusters Score -476425 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -476456.250000 Penalty: 2699.683594
	Iteration 12Q: 3 clusters Score -476456.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -476490.875000 Penalty: 2699.683594
	Iteration 13Q: 3 clusters Score -476490.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -476524.625000 Penalty: 2699.683594
	Iteration 14Q: 3 clusters Score -476524.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -476566.093750 Penalty: 2699.683594
	Iteration 15Q: 3 clusters Score -476566.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -476614.250000 Penalty: 2699.683594
	Iteration 16Q: 3 clusters Score -476614.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -476662.687500 Penalty: 2699.683594
	Iteration 17Q: 3 clusters Score -476662.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -476704.468750 Penalty: 2699.683594
	Iteration 18Q: 3 clusters Score -476704.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -476749.187500 Penalty: 2699.683594
	Iteration 19Q: 3 clusters Score -476749.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -476810.625000 Penalty: 2699.683594
	Iteration 20F: 3 clusters Score -476810.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -476859.625000 Penalty: 2699.683594
	Iteration 21Q: 3 clusters Score -476859.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -476901.312500 Penalty: 2699.683594
	Iteration 22Q: 3 clusters Score -476901.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -476937.343750 Penalty: 2699.683594
	Iteration 23Q: 3 clusters Score -476937.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -476959.687500 Penalty: 2699.683594
	Iteration 24Q: 3 clusters Score -476959.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -476983.656250 Penalty: 2699.683594
	Iteration 25Q: 3 clusters Score -476983.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -477011.875000 Penalty: 2699.683594
	Iteration 26Q: 3 clusters Score -477011.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -477043.781250 Penalty: 2699.683594
	Iteration 27Q: 3 clusters Score -477043.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -477066.781250 Penalty: 2699.683594
	Iteration 28Q: 3 clusters Score -477066.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -477087.968750 Penalty: 2699.683594
	Iteration 29Q: 3 clusters Score -477088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -477110.156250 Penalty: 2699.683594
	Iteration 30Q: 3 clusters Score -477110.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -477129.968750 Penalty: 2699.683594
	Iteration 31Q: 3 clusters Score -477130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -477153.281250 Penalty: 2699.683594
	Iteration 32Q: 3 clusters Score -477153.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -477164.031250 Penalty: 2699.683594
	Iteration 33Q: 3 clusters Score -477164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -477170.843750 Penalty: 2699.683594
	Iteration 34Q: 3 clusters Score -477170.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -477171.968750 Penalty: 2699.683594
	Iteration 35Q: 3 clusters Score -477172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -477173.593750 Penalty: 2699.683594
	Iteration 36Q: 3 clusters Score -477173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -477176.625000 Penalty: 2699.683594
	Iteration 37Q: 3 clusters Score -477176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -477182.062500 Penalty: 2699.683594
	Iteration 38Q: 3 clusters Score -477182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -477185.531250 Penalty: 2699.683594
	Iteration 39Q: 3 clusters Score -477185.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -477187.531250 Penalty: 2699.683594
	Iteration 40F: 3 clusters Score -477187.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -477189.343750 Penalty: 2699.683594
	Iteration 41Q: 3 clusters Score -477189.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -477189.343750 Penalty: 2699.683594
	Iteration 42F: 3 clusters Score -477189.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17830.117188 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17830.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17213.908203 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -17213.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17328.566406 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -17328.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -17359.525391 Penalty: 1696.615723
	Iteration 2Q: 3 clusters Score -17359.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -17379.376953 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -17379.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -17391.623047 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -17391.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -17391.623047 Penalty: 1696.615723
	Iteration 5F: 3 clusters Score -17391.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Entering Unmasked Estep 
Score: -4821173.000000 Penalty: 1713.639404
	Iteration 0F: 2 clusters Score -4821173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4795899.500000 Penalty: 3427.278809
	Iteration 0F: 3 clusters Score -4795900 nChanged 17564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -4805507.000000 Penalty: 3427.278809
	Iteration 1F: 3 clusters Score -4805507 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4805815.500000 Penalty: 3427.278809
	Iteration 2Q: 3 clusters Score -4805816 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4806106.000000 Penalty: 3427.278809
	Iteration 3Q: 3 clusters Score -4806106 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -4806335.500000 Penalty: 3427.278809
	Iteration 4Q: 3 clusters Score -4806336 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4806560.000000 Penalty: 3427.278809
	Iteration 5Q: 3 clusters Score -4806560 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -4806734.500000 Penalty: 3427.278809
	Iteration 6Q: 3 clusters Score -4806734 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -4806922.500000 Penalty: 3427.278809
	Iteration 7Q: 3 clusters Score -4806922 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -4807187.500000 Penalty: 3427.278809
	Iteration 8Q: 3 clusters Score -4807188 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4807448.500000 Penalty: 3427.278809
	Iteration 9Q: 3 clusters Score -4807448 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -4807895.000000 Penalty: 3427.278809
	Iteration 10Q: 3 clusters Score -4807895 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -4808623.000000 Penalty: 3427.278809
	Iteration 11Q: 3 clusters Score -4808623 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -4809711.500000 Penalty: 3427.278809
	Iteration 12Q: 3 clusters Score -4809712 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -4811275.500000 Penalty: 3427.278809
	Iteration 13F: 3 clusters Score -4811276 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -4813005.500000 Penalty: 3427.278809
	Iteration 14F: 3 clusters Score -4813006 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -4814439.500000 Penalty: 3427.278809
	Iteration 15F: 3 clusters Score -4814440 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -4815407.500000 Penalty: 3427.278809
	Iteration 16Q: 3 clusters Score -4815408 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -4816065.500000 Penalty: 3427.278809
	Iteration 17Q: 3 clusters Score -4816066 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -4816611.000000 Penalty: 3427.278809
	Iteration 18Q: 3 clusters Score -4816611 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -4817057.500000 Penalty: 3427.278809
	Iteration 19Q: 3 clusters Score -4817058 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4817432.500000 Penalty: 3427.278809
	Iteration 20F: 3 clusters Score -4817432 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4817765.500000 Penalty: 3427.278809
	Iteration 21Q: 3 clusters Score -4817766 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4818056.000000 Penalty: 3427.278809
	Iteration 22Q: 3 clusters Score -4818056 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4818284.000000 Penalty: 3427.278809
	Iteration 23Q: 3 clusters Score -4818284 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4818511.500000 Penalty: 3427.278809
	Iteration 24Q: 3 clusters Score -4818512 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4818699.000000 Penalty: 3427.278809
	Iteration 25Q: 3 clusters Score -4818699 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4818871.500000 Penalty: 3427.278809
	Iteration 26Q: 3 clusters Score -4818872 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4819004.000000 Penalty: 3427.278809
	Iteration 27Q: 3 clusters Score -4819004 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4819166.500000 Penalty: 3427.278809
	Iteration 28Q: 3 clusters Score -4819166 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4819320.000000 Penalty: 3427.278809
	Iteration 29Q: 3 clusters Score -4819320 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4819434.000000 Penalty: 3427.278809
	Iteration 30Q: 3 clusters Score -4819434 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4819508.000000 Penalty: 3427.278809
	Iteration 31Q: 3 clusters Score -4819508 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4819582.500000 Penalty: 3427.278809
	Iteration 32Q: 3 clusters Score -4819582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4819630.000000 Penalty: 3427.278809
	Iteration 33Q: 3 clusters Score -4819630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4819653.500000 Penalty: 3427.278809
	Iteration 34Q: 3 clusters Score -4819654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4819674.500000 Penalty: 3427.278809
	Iteration 35Q: 3 clusters Score -4819674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4819700.500000 Penalty: 3427.278809
	Iteration 36Q: 3 clusters Score -4819700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4819719.500000 Penalty: 3427.278809
	Iteration 37Q: 3 clusters Score -4819720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4819736.500000 Penalty: 3427.278809
	Iteration 38Q: 3 clusters Score -4819736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4819751.000000 Penalty: 3427.278809
	Iteration 39Q: 3 clusters Score -4819751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4819758.500000 Penalty: 3427.278809
	Iteration 40F: 3 clusters Score -4819758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4819766.500000 Penalty: 3427.278809
	Iteration 41Q: 3 clusters Score -4819766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4819767.500000 Penalty: 3427.278809
	Iteration 42Q: 3 clusters Score -4819768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4819771.000000 Penalty: 3427.278809
	Iteration 43Q: 3 clusters Score -4819771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4819780.500000 Penalty: 3427.278809
	Iteration 44Q: 3 clusters Score -4819780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4819784.500000 Penalty: 3427.278809
	Iteration 45Q: 3 clusters Score -4819784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4819788.500000 Penalty: 3427.278809
	Iteration 46Q: 3 clusters Score -4819788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4819792.500000 Penalty: 3427.278809
	Iteration 47Q: 3 clusters Score -4819792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4819790.500000 Penalty: 3427.278809
	Iteration 48Q: 3 clusters Score -4819790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4819789.500000 Penalty: 3427.278809
	Iteration 49Q: 3 clusters Score -4819790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4819791.000000 Penalty: 3427.278809
	Iteration 50Q: 3 clusters Score -4819791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4819790.500000 Penalty: 3427.278809
	Iteration 51Q: 3 clusters Score -4819790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4819790.500000 Penalty: 3427.278809
	Iteration 52F: 3 clusters Score -4819790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Entering Unmasked Estep 
Score: -952236.812500 Penalty: 1453.362183
	Iteration 0F: 2 clusters Score -952236.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -946552.000000 Penalty: 2906.724365
	Iteration 0F: 3 clusters Score -946552 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -948229.812500 Penalty: 2906.724365
	Iteration 1F: 3 clusters Score -948229.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -948458.062500 Penalty: 2906.724365
	Iteration 2F: 3 clusters Score -948458.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -948658.250000 Penalty: 2906.724365
	Iteration 3F: 3 clusters Score -948658.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -948827.625000 Penalty: 2906.724365
	Iteration 4F: 3 clusters Score -948827.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -948984.375000 Penalty: 2906.724365
	Iteration 5Q: 3 clusters Score -948984.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -949175.937500 Penalty: 2906.724365
	Iteration 6Q: 3 clusters Score -949175.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -949403.687500 Penalty: 2906.724365
	Iteration 7Q: 3 clusters Score -949403.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -949684.000000 Penalty: 2906.724365
	Iteration 8F: 3 clusters Score -949684 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -949952.187500 Penalty: 2906.724365
	Iteration 9Q: 3 clusters Score -949952.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -950206.187500 Penalty: 2906.724365
	Iteration 10Q: 3 clusters Score -950206.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -950433.375000 Penalty: 2906.724365
	Iteration 11Q: 3 clusters Score -950433.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -950604.500000 Penalty: 2906.724365
	Iteration 12Q: 3 clusters Score -950604.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -950722.500000 Penalty: 2906.724365
	Iteration 13Q: 3 clusters Score -950722.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -950807.125000 Penalty: 2906.724365
	Iteration 14Q: 3 clusters Score -950807.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -950872.687500 Penalty: 2906.724365
	Iteration 15Q: 3 clusters Score -950872.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -950913.312500 Penalty: 2906.724365
	Iteration 16Q: 3 clusters Score -950913.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -950937.500000 Penalty: 2906.724365
	Iteration 17Q: 3 clusters Score -950937.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -950956.687500 Penalty: 2906.724365
	Iteration 18Q: 3 clusters Score -950956.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -950974.500000 Penalty: 2906.724365
	Iteration 19Q: 3 clusters Score -950974.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -950989.125000 Penalty: 2906.724365
	Iteration 20F: 3 clusters Score -950989.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -951000.750000 Penalty: 2906.724365
	Iteration 21Q: 3 clusters Score -951000.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -951005.000000 Penalty: 2906.724365
	Iteration 22Q: 3 clusters Score -951005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -951013.187500 Penalty: 2906.724365
	Iteration 23Q: 3 clusters Score -951013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -951019.250000 Penalty: 2906.724365
	Iteration 24Q: 3 clusters Score -951019.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -951025.562500 Penalty: 2906.724365
	Iteration 25Q: 3 clusters Score -951025.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -951031.375000 Penalty: 2906.724365
	Iteration 26Q: 3 clusters Score -951031.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -951034.562500 Penalty: 2906.724365
	Iteration 27Q: 3 clusters Score -951034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -951038.875000 Penalty: 2906.724365
	Iteration 28Q: 3 clusters Score -951038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -951038.750000 Penalty: 2906.724365
	Iteration 29Q: 3 clusters Score -951038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -951038.625000 Penalty: 2906.724365
	Iteration 30Q: 3 clusters Score -951038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -951040.437500 Penalty: 2906.724365
	Iteration 31Q: 3 clusters Score -951040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -951042.500000 Penalty: 2906.724365
	Iteration 32Q: 3 clusters Score -951042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -951044.687500 Penalty: 2906.724365
	Iteration 33Q: 3 clusters Score -951044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -951045.625000 Penalty: 2906.724365
	Iteration 34Q: 3 clusters Score -951045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -951045.625000 Penalty: 2906.724365
	Iteration 35F: 3 clusters Score -951045.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Entering Unmasked Estep 
Score: -2553702.250000 Penalty: 1613.772583
	Iteration 0F: 2 clusters Score -2553702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2539625.000000 Penalty: 3227.545166
	Iteration 0F: 3 clusters Score -2539625 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2544791.250000 Penalty: 3227.545166
	Iteration 1F: 3 clusters Score -2544791 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2545097.250000 Penalty: 3227.545166
	Iteration 2Q: 3 clusters Score -2545097 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2545351.000000 Penalty: 3227.545166
	Iteration 3Q: 3 clusters Score -2545351 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2545572.250000 Penalty: 3227.545166
	Iteration 4Q: 3 clusters Score -2545572 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2545833.500000 Penalty: 3227.545166
	Iteration 5Q: 3 clusters Score -2545834 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2546178.500000 Penalty: 3227.545166
	Iteration 6Q: 3 clusters Score -2546178 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2546612.250000 Penalty: 3227.545166
	Iteration 7Q: 3 clusters Score -2546612 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2547208.250000 Penalty: 3227.545166
	Iteration 8Q: 3 clusters Score -2547208 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2547944.750000 Penalty: 3227.545166
	Iteration 9F: 3 clusters Score -2547945 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2548731.000000 Penalty: 3227.545166
	Iteration 10F: 3 clusters Score -2548731 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2549540.500000 Penalty: 3227.545166
	Iteration 11F: 3 clusters Score -2549540 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2550257.500000 Penalty: 3227.545166
	Iteration 12Q: 3 clusters Score -2550258 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2550838.750000 Penalty: 3227.545166
	Iteration 13Q: 3 clusters Score -2550839 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2551276.500000 Penalty: 3227.545166
	Iteration 14Q: 3 clusters Score -2551276 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2551574.750000 Penalty: 3227.545166
	Iteration 15Q: 3 clusters Score -2551575 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2551789.500000 Penalty: 3227.545166
	Iteration 16Q: 3 clusters Score -2551790 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2551950.500000 Penalty: 3227.545166
	Iteration 17Q: 3 clusters Score -2551950 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2552083.500000 Penalty: 3227.545166
	Iteration 18Q: 3 clusters Score -2552084 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2552164.750000 Penalty: 3227.545166
	Iteration 19Q: 3 clusters Score -2552165 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2552225.250000 Penalty: 3227.545166
	Iteration 20F: 3 clusters Score -2552225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2552262.000000 Penalty: 3227.545166
	Iteration 21Q: 3 clusters Score -2552262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2552281.500000 Penalty: 3227.545166
	Iteration 22Q: 3 clusters Score -2552282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2552304.250000 Penalty: 3227.545166
	Iteration 23Q: 3 clusters Score -2552304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2552317.000000 Penalty: 3227.545166
	Iteration 24Q: 3 clusters Score -2552317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2552333.250000 Penalty: 3227.545166
	Iteration 25Q: 3 clusters Score -2552333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2552339.250000 Penalty: 3227.545166
	Iteration 26Q: 3 clusters Score -2552339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2552351.000000 Penalty: 3227.545166
	Iteration 27Q: 3 clusters Score -2552351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2552353.750000 Penalty: 3227.545166
	Iteration 28Q: 3 clusters Score -2552354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2552356.000000 Penalty: 3227.545166
	Iteration 29Q: 3 clusters Score -2552356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2552358.500000 Penalty: 3227.545166
	Iteration 30Q: 3 clusters Score -2552358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2552358.500000 Penalty: 3227.545166
	Iteration 31F: 3 clusters Score -2552358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Entering Unmasked Estep 
Score: -2022354.500000 Penalty: 1581.419067
	Iteration 0F: 2 clusters Score -2022354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2010856.125000 Penalty: 3162.838135
	Iteration 0F: 3 clusters Score -2010856 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2015157.750000 Penalty: 3162.838135
	Iteration 1F: 3 clusters Score -2015158 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2015664.875000 Penalty: 3162.838135
	Iteration 2F: 3 clusters Score -2015665 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2016217.750000 Penalty: 3162.838135
	Iteration 3F: 3 clusters Score -2016218 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2016831.500000 Penalty: 3162.838135
	Iteration 4F: 3 clusters Score -2016832 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2017547.250000 Penalty: 3162.838135
	Iteration 5F: 3 clusters Score -2017547 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2018331.000000 Penalty: 3162.838135
	Iteration 6F: 3 clusters Score -2018331 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2019107.125000 Penalty: 3162.838135
	Iteration 7F: 3 clusters Score -2019107 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2019859.000000 Penalty: 3162.838135
	Iteration 8Q: 3 clusters Score -2019859 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2020430.500000 Penalty: 3162.838135
	Iteration 9Q: 3 clusters Score -2020430 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2020753.000000 Penalty: 3162.838135
	Iteration 10Q: 3 clusters Score -2020753 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2020896.375000 Penalty: 3162.838135
	Iteration 11Q: 3 clusters Score -2020896 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2020992.750000 Penalty: 3162.838135
	Iteration 12Q: 3 clusters Score -2020993 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2021055.875000 Penalty: 3162.838135
	Iteration 13Q: 3 clusters Score -2021056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2021103.625000 Penalty: 3162.838135
	Iteration 14Q: 3 clusters Score -2021104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2021128.000000 Penalty: 3162.838135
	Iteration 15Q: 3 clusters Score -2021128 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2021154.500000 Penalty: 3162.838135
	Iteration 16Q: 3 clusters Score -2021154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2021167.375000 Penalty: 3162.838135
	Iteration 17Q: 3 clusters Score -2021167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2021181.250000 Penalty: 3162.838135
	Iteration 18Q: 3 clusters Score -2021181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2021181.625000 Penalty: 3162.838135
	Iteration 19Q: 3 clusters Score -2021182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2021184.500000 Penalty: 3162.838135
	Iteration 20F: 3 clusters Score -2021184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2021187.875000 Penalty: 3162.838135
	Iteration 21Q: 3 clusters Score -2021188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2021193.250000 Penalty: 3162.838135
	Iteration 22Q: 3 clusters Score -2021193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2021193.750000 Penalty: 3162.838135
	Iteration 23Q: 3 clusters Score -2021194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2021192.500000 Penalty: 3162.838135
	Iteration 24Q: 3 clusters Score -2021192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2021192.625000 Penalty: 3162.838135
	Iteration 25Q: 3 clusters Score -2021193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2021192.625000 Penalty: 3162.838135
	Iteration 26F: 3 clusters Score -2021193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Entering Unmasked Estep 
Score: -488411.906250 Penalty: 1350.082275
	Iteration 0F: 2 clusters Score -488411.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -485040.218750 Penalty: 2700.164551
	Iteration 0F: 3 clusters Score -485040.2 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -485923.875000 Penalty: 2700.164551
	Iteration 1F: 3 clusters Score -485923.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -486098.937500 Penalty: 2700.164551
	Iteration 2F: 3 clusters Score -486098.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -486232.656250 Penalty: 2700.164551
	Iteration 3F: 3 clusters Score -486232.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -486326.687500 Penalty: 2700.164551
	Iteration 4Q: 3 clusters Score -486326.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -486400.093750 Penalty: 2700.164551
	Iteration 5Q: 3 clusters Score -486400.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -486466.750000 Penalty: 2700.164551
	Iteration 6Q: 3 clusters Score -486466.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -486537.281250 Penalty: 2700.164551
	Iteration 7Q: 3 clusters Score -486537.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -486624.625000 Penalty: 2700.164551
	Iteration 8Q: 3 clusters Score -486624.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -486707.656250 Penalty: 2700.164551
	Iteration 9Q: 3 clusters Score -486707.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -486765.687500 Penalty: 2700.164551
	Iteration 10Q: 3 clusters Score -486765.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -486810.906250 Penalty: 2700.164551
	Iteration 11Q: 3 clusters Score -486810.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -486864.281250 Penalty: 2700.164551
	Iteration 12Q: 3 clusters Score -486864.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -486914.593750 Penalty: 2700.164551
	Iteration 13Q: 3 clusters Score -486914.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -486950.062500 Penalty: 2700.164551
	Iteration 14Q: 3 clusters Score -486950.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -486981.062500 Penalty: 2700.164551
	Iteration 15Q: 3 clusters Score -486981.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -487015.093750 Penalty: 2700.164551
	Iteration 16Q: 3 clusters Score -487015.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -487037.500000 Penalty: 2700.164551
	Iteration 17Q: 3 clusters Score -487037.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -487049.625000 Penalty: 2700.164551
	Iteration 18Q: 3 clusters Score -487049.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -487069.312500 Penalty: 2700.164551
	Iteration 19Q: 3 clusters Score -487069.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -487090.437500 Penalty: 2700.164551
	Iteration 20F: 3 clusters Score -487090.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -487113.375000 Penalty: 2700.164551
	Iteration 21Q: 3 clusters Score -487113.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -487138.281250 Penalty: 2700.164551
	Iteration 22Q: 3 clusters Score -487138.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -487153.562500 Penalty: 2700.164551
	Iteration 23Q: 3 clusters Score -487153.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -487168.562500 Penalty: 2700.164551
	Iteration 24Q: 3 clusters Score -487168.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -487178.062500 Penalty: 2700.164551
	Iteration 25Q: 3 clusters Score -487178.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -487189.625000 Penalty: 2700.164551
	Iteration 26Q: 3 clusters Score -487189.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -487201.062500 Penalty: 2700.164551
	Iteration 27Q: 3 clusters Score -487201.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -487209.468750 Penalty: 2700.164551
	Iteration 28Q: 3 clusters Score -487209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -487212.406250 Penalty: 2700.164551
	Iteration 29Q: 3 clusters Score -487212.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -487215.531250 Penalty: 2700.164551
	Iteration 30Q: 3 clusters Score -487215.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -487216.468750 Penalty: 2700.164551
	Iteration 31Q: 3 clusters Score -487216.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -487217.625000 Penalty: 2700.164551
	Iteration 32Q: 3 clusters Score -487217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -487219.593750 Penalty: 2700.164551
	Iteration 33Q: 3 clusters Score -487219.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -487220.437500 Penalty: 2700.164551
	Iteration 34Q: 3 clusters Score -487220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -487220.437500 Penalty: 2700.164551
	Iteration 35F: 3 clusters Score -487220.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -305132.625000 Penalty: 1278.529053
	Iteration 0F: 2 clusters Score -305132.6 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 1306 members 
Entering Unmasked Estep 
Score: -302644.250000 Penalty: 2557.058105
	Iteration 0F: 3 clusters Score -302644.2 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -303283.468750 Penalty: 2557.058105
	Iteration 1F: 3 clusters Score -303283.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -303404.593750 Penalty: 2557.058105
	Iteration 2F: 3 clusters Score -303404.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -303466.593750 Penalty: 2557.058105
	Iteration 3Q: 3 clusters Score -303466.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -303528.968750 Penalty: 2557.058105
	Iteration 4Q: 3 clusters Score -303529 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -303588.750000 Penalty: 2557.058105
	Iteration 5Q: 3 clusters Score -303588.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -303652.218750 Penalty: 2557.058105
	Iteration 6Q: 3 clusters Score -303652.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -303712.375000 Penalty: 2557.058105
	Iteration 7Q: 3 clusters Score -303712.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -303771.281250 Penalty: 2557.058105
	Iteration 8Q: 3 clusters Score -303771.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -303820.218750 Penalty: 2557.058105
	Iteration 9Q: 3 clusters Score -303820.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -303857.031250 Penalty: 2557.058105
	Iteration 10Q: 3 clusters Score -303857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -303884.437500 Penalty: 2557.058105
	Iteration 11Q: 3 clusters Score -303884.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -303910.656250 Penalty: 2557.058105
	Iteration 12Q: 3 clusters Score -303910.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -303931.781250 Penalty: 2557.058105
	Iteration 13Q: 3 clusters Score -303931.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -303948.406250 Penalty: 2557.058105
	Iteration 14Q: 3 clusters Score -303948.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -303962.343750 Penalty: 2557.058105
	Iteration 15Q: 3 clusters Score -303962.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -303972.312500 Penalty: 2557.058105
	Iteration 16Q: 3 clusters Score -303972.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -303978.437500 Penalty: 2557.058105
	Iteration 17Q: 3 clusters Score -303978.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -303985.781250 Penalty: 2557.058105
	Iteration 18Q: 3 clusters Score -303985.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -303994.750000 Penalty: 2557.058105
	Iteration 19Q: 3 clusters Score -303994.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -304005.312500 Penalty: 2557.058105
	Iteration 20F: 3 clusters Score -304005.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -304018.843750 Penalty: 2557.058105
	Iteration 21Q: 3 clusters Score -304018.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -304035.031250 Penalty: 2557.058105
	Iteration 22Q: 3 clusters Score -304035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -304045.406250 Penalty: 2557.058105
	Iteration 23Q: 3 clusters Score -304045.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -304057.125000 Penalty: 2557.058105
	Iteration 24Q: 3 clusters Score -304057.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -304065.093750 Penalty: 2557.058105
	Iteration 25Q: 3 clusters Score -304065.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -304074.093750 Penalty: 2557.058105
	Iteration 26Q: 3 clusters Score -304074.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -304080.593750 Penalty: 2557.058105
	Iteration 27Q: 3 clusters Score -304080.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -304085.125000 Penalty: 2557.058105
	Iteration 28Q: 3 clusters Score -304085.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -304087.375000 Penalty: 2557.058105
	Iteration 29Q: 3 clusters Score -304087.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -304088.062500 Penalty: 2557.058105
	Iteration 30Q: 3 clusters Score -304088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -304089.156250 Penalty: 2557.058105
	Iteration 31Q: 3 clusters Score -304089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -304089.656250 Penalty: 2557.058105
	Iteration 32Q: 3 clusters Score -304089.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -304090.406250 Penalty: 2557.058105
	Iteration 33Q: 3 clusters Score -304090.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -304092.250000 Penalty: 2557.058105
	Iteration 34Q: 3 clusters Score -304092.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -304093.500000 Penalty: 2557.058105
	Iteration 35Q: 3 clusters Score -304093.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -304093.500000 Penalty: 2557.058105
	Iteration 36F: 3 clusters Score -304093.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -188479.328125 Penalty: 1193.306763
	Iteration 0F: 2 clusters Score -188479.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -186653.859375 Penalty: 2386.613525
	Iteration 0F: 3 clusters Score -186653.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -186996.656250 Penalty: 2386.613525
	Iteration 1F: 3 clusters Score -186996.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -187085.578125 Penalty: 2386.613525
	Iteration 2F: 3 clusters Score -187085.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -187128.140625 Penalty: 2386.613525
	Iteration 3Q: 3 clusters Score -187128.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -187168.875000 Penalty: 2386.613525
	Iteration 4Q: 3 clusters Score -187168.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -187204.031250 Penalty: 2386.613525
	Iteration 5Q: 3 clusters Score -187204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -187223.421875 Penalty: 2386.613525
	Iteration 6Q: 3 clusters Score -187223.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -187239.328125 Penalty: 2386.613525
	Iteration 7Q: 3 clusters Score -187239.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -187260.484375 Penalty: 2386.613525
	Iteration 8Q: 3 clusters Score -187260.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -187272.921875 Penalty: 2386.613525
	Iteration 9Q: 3 clusters Score -187272.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -187283.140625 Penalty: 2386.613525
	Iteration 10Q: 3 clusters Score -187283.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -187290.640625 Penalty: 2386.613525
	Iteration 11Q: 3 clusters Score -187290.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -187294.453125 Penalty: 2386.613525
	Iteration 12Q: 3 clusters Score -187294.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -187299.125000 Penalty: 2386.613525
	Iteration 13Q: 3 clusters Score -187299.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -187302.984375 Penalty: 2386.613525
	Iteration 14Q: 3 clusters Score -187303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -187303.703125 Penalty: 2386.613525
	Iteration 15Q: 3 clusters Score -187303.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -187304.703125 Penalty: 2386.613525
	Iteration 16Q: 3 clusters Score -187304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -187306.296875 Penalty: 2386.613525
	Iteration 17Q: 3 clusters Score -187306.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -187309.171875 Penalty: 2386.613525
	Iteration 18Q: 3 clusters Score -187309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -187311.000000 Penalty: 2386.613525
	Iteration 19Q: 3 clusters Score -187311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -187312.484375 Penalty: 2386.613525
	Iteration 20F: 3 clusters Score -187312.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -187314.765625 Penalty: 2386.613525
	Iteration 21Q: 3 clusters Score -187314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -187315.906250 Penalty: 2386.613525
	Iteration 22Q: 3 clusters Score -187315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -187317.187500 Penalty: 2386.613525
	Iteration 23Q: 3 clusters Score -187317.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -187318.140625 Penalty: 2386.613525
	Iteration 24Q: 3 clusters Score -187318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -187318.640625 Penalty: 2386.613525
	Iteration 25Q: 3 clusters Score -187318.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -187318.640625 Penalty: 2386.613525
	Iteration 26F: 3 clusters Score -187318.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -351345.812500 Penalty: 1293.609253
	Iteration 0F: 2 clusters Score -351345.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -348712.593750 Penalty: 2587.218506
	Iteration 0F: 3 clusters Score -348712.6 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -349403.000000 Penalty: 2587.218506
	Iteration 1F: 3 clusters Score -349403 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -349601.000000 Penalty: 2587.218506
	Iteration 2F: 3 clusters Score -349601 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -349738.125000 Penalty: 2587.218506
	Iteration 3F: 3 clusters Score -349738.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -349833.250000 Penalty: 2587.218506
	Iteration 4Q: 3 clusters Score -349833.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -349931.781250 Penalty: 2587.218506
	Iteration 5Q: 3 clusters Score -349931.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -350013.781250 Penalty: 2587.218506
	Iteration 6Q: 3 clusters Score -350013.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -350099.281250 Penalty: 2587.218506
	Iteration 7Q: 3 clusters Score -350099.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -350168.843750 Penalty: 2587.218506
	Iteration 8Q: 3 clusters Score -350168.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -350232.250000 Penalty: 2587.218506
	Iteration 9Q: 3 clusters Score -350232.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -350292.218750 Penalty: 2587.218506
	Iteration 10Q: 3 clusters Score -350292.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -350342.031250 Penalty: 2587.218506
	Iteration 11Q: 3 clusters Score -350342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -350376.468750 Penalty: 2587.218506
	Iteration 12Q: 3 clusters Score -350376.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -350405.187500 Penalty: 2587.218506
	Iteration 13Q: 3 clusters Score -350405.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -350427.656250 Penalty: 2587.218506
	Iteration 14Q: 3 clusters Score -350427.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -350448.375000 Penalty: 2587.218506
	Iteration 15Q: 3 clusters Score -350448.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -350466.125000 Penalty: 2587.218506
	Iteration 16Q: 3 clusters Score -350466.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -350478.781250 Penalty: 2587.218506
	Iteration 17Q: 3 clusters Score -350478.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -350486.343750 Penalty: 2587.218506
	Iteration 18Q: 3 clusters Score -350486.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -350493.281250 Penalty: 2587.218506
	Iteration 19Q: 3 clusters Score -350493.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -350502.062500 Penalty: 2587.218506
	Iteration 20F: 3 clusters Score -350502.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -350509.125000 Penalty: 2587.218506
	Iteration 21Q: 3 clusters Score -350509.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -350511.250000 Penalty: 2587.218506
	Iteration 22Q: 3 clusters Score -350511.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -350516.187500 Penalty: 2587.218506
	Iteration 23Q: 3 clusters Score -350516.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -350521.718750 Penalty: 2587.218506
	Iteration 24Q: 3 clusters Score -350521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -350526.812500 Penalty: 2587.218506
	Iteration 25Q: 3 clusters Score -350526.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -350531.468750 Penalty: 2587.218506
	Iteration 26Q: 3 clusters Score -350531.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -350534.000000 Penalty: 2587.218506
	Iteration 27Q: 3 clusters Score -350534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -350537.968750 Penalty: 2587.218506
	Iteration 28Q: 3 clusters Score -350538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -350541.218750 Penalty: 2587.218506
	Iteration 29Q: 3 clusters Score -350541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -350543.781250 Penalty: 2587.218506
	Iteration 30Q: 3 clusters Score -350543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -350545.218750 Penalty: 2587.218506
	Iteration 31Q: 3 clusters Score -350545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -350545.406250 Penalty: 2587.218506
	Iteration 32Q: 3 clusters Score -350545.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -350545.718750 Penalty: 2587.218506
	Iteration 33Q: 3 clusters Score -350545.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -350546.375000 Penalty: 2587.218506
	Iteration 34Q: 3 clusters Score -350546.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -350546.375000 Penalty: 2587.218506
	Iteration 35F: 3 clusters Score -350546.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -133676.765625 Penalty: 1153.351685
	Iteration 0F: 2 clusters Score -133676.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -132120.046875 Penalty: 2306.703369
	Iteration 0F: 3 clusters Score -132120 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -132419.046875 Penalty: 2306.703369
	Iteration 1F: 3 clusters Score -132419 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -132489.578125 Penalty: 2306.703369
	Iteration 2F: 3 clusters Score -132489.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -132525.218750 Penalty: 2306.703369
	Iteration 3Q: 3 clusters Score -132525.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -132547.703125 Penalty: 2306.703369
	Iteration 4Q: 3 clusters Score -132547.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -132573.968750 Penalty: 2306.703369
	Iteration 5Q: 3 clusters Score -132574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132601.218750 Penalty: 2306.703369
	Iteration 6Q: 3 clusters Score -132601.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -132621.640625 Penalty: 2306.703369
	Iteration 7Q: 3 clusters Score -132621.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -132642.171875 Penalty: 2306.703369
	Iteration 8Q: 3 clusters Score -132642.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -132662.203125 Penalty: 2306.703369
	Iteration 9Q: 3 clusters Score -132662.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -132683.765625 Penalty: 2306.703369
	Iteration 10Q: 3 clusters Score -132683.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -132700.156250 Penalty: 2306.703369
	Iteration 11Q: 3 clusters Score -132700.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -132720.250000 Penalty: 2306.703369
	Iteration 12Q: 3 clusters Score -132720.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -132742.187500 Penalty: 2306.703369
	Iteration 13Q: 3 clusters Score -132742.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -132771.078125 Penalty: 2306.703369
	Iteration 14Q: 3 clusters Score -132771.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -132799.937500 Penalty: 2306.703369
	Iteration 15Q: 3 clusters Score -132799.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -132835.687500 Penalty: 2306.703369
	Iteration 16Q: 3 clusters Score -132835.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -132867.390625 Penalty: 2306.703369
	Iteration 17Q: 3 clusters Score -132867.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -132894.953125 Penalty: 2306.703369
	Iteration 18Q: 3 clusters Score -132895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -132924.515625 Penalty: 2306.703369
	Iteration 19Q: 3 clusters Score -132924.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -132949.609375 Penalty: 2306.703369
	Iteration 20F: 3 clusters Score -132949.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -132967.875000 Penalty: 2306.703369
	Iteration 21Q: 3 clusters Score -132967.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -132988.109375 Penalty: 2306.703369
	Iteration 22Q: 3 clusters Score -132988.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -132998.812500 Penalty: 2306.703369
	Iteration 23Q: 3 clusters Score -132998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -133001.156250 Penalty: 2306.703369
	Iteration 24Q: 3 clusters Score -133001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -133003.234375 Penalty: 2306.703369
	Iteration 25Q: 3 clusters Score -133003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -133009.515625 Penalty: 2306.703369
	Iteration 26Q: 3 clusters Score -133009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -133012.140625 Penalty: 2306.703369
	Iteration 27Q: 3 clusters Score -133012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -133017.015625 Penalty: 2306.703369
	Iteration 28Q: 3 clusters Score -133017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -133022.140625 Penalty: 2306.703369
	Iteration 29Q: 3 clusters Score -133022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -133024.812500 Penalty: 2306.703369
	Iteration 30Q: 3 clusters Score -133024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -133030.156250 Penalty: 2306.703369
	Iteration 31Q: 3 clusters Score -133030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -133033.515625 Penalty: 2306.703369
	Iteration 32Q: 3 clusters Score -133033.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -133035.750000 Penalty: 2306.703369
	Iteration 33Q: 3 clusters Score -133035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -133037.890625 Penalty: 2306.703369
	Iteration 34Q: 3 clusters Score -133037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -133038.562500 Penalty: 2306.703369
	Iteration 35Q: 3 clusters Score -133038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -133039.437500 Penalty: 2306.703369
	Iteration 36Q: 3 clusters Score -133039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -133039.437500 Penalty: 2306.703369
	Iteration 37F: 3 clusters Score -133039.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Entering Unmasked Estep 
Score: -739660.187500 Penalty: 1413.698242
	Iteration 0F: 2 clusters Score -739660.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -734972.375000 Penalty: 2827.396484
	Iteration 0F: 3 clusters Score -734972.4 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -736409.937500 Penalty: 2827.396484
	Iteration 1F: 3 clusters Score -736409.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -736592.250000 Penalty: 2827.396484
	Iteration 2F: 3 clusters Score -736592.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -736706.312500 Penalty: 2827.396484
	Iteration 3Q: 3 clusters Score -736706.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -736805.375000 Penalty: 2827.396484
	Iteration 4Q: 3 clusters Score -736805.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -736901.187500 Penalty: 2827.396484
	Iteration 5Q: 3 clusters Score -736901.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -736977.062500 Penalty: 2827.396484
	Iteration 6Q: 3 clusters Score -736977.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -737044.125000 Penalty: 2827.396484
	Iteration 7Q: 3 clusters Score -737044.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -737122.375000 Penalty: 2827.396484
	Iteration 8Q: 3 clusters Score -737122.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -737213.687500 Penalty: 2827.396484
	Iteration 9Q: 3 clusters Score -737213.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -737320.687500 Penalty: 2827.396484
	Iteration 10Q: 3 clusters Score -737320.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -737434.937500 Penalty: 2827.396484
	Iteration 11Q: 3 clusters Score -737434.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -737558.500000 Penalty: 2827.396484
	Iteration 12Q: 3 clusters Score -737558.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -737663.437500 Penalty: 2827.396484
	Iteration 13Q: 3 clusters Score -737663.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -737755.000000 Penalty: 2827.396484
	Iteration 14Q: 3 clusters Score -737755 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -737822.875000 Penalty: 2827.396484
	Iteration 15Q: 3 clusters Score -737822.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -737880.812500 Penalty: 2827.396484
	Iteration 16Q: 3 clusters Score -737880.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -737932.000000 Penalty: 2827.396484
	Iteration 17Q: 3 clusters Score -737932 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -737976.187500 Penalty: 2827.396484
	Iteration 18Q: 3 clusters Score -737976.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -738022.437500 Penalty: 2827.396484
	Iteration 19Q: 3 clusters Score -738022.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -738061.750000 Penalty: 2827.396484
	Iteration 20F: 3 clusters Score -738061.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -738089.062500 Penalty: 2827.396484
	Iteration 21Q: 3 clusters Score -738089.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -738112.312500 Penalty: 2827.396484
	Iteration 22Q: 3 clusters Score -738112.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -738129.750000 Penalty: 2827.396484
	Iteration 23Q: 3 clusters Score -738129.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -738147.000000 Penalty: 2827.396484
	Iteration 24Q: 3 clusters Score -738147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -738170.625000 Penalty: 2827.396484
	Iteration 25Q: 3 clusters Score -738170.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -738192.125000 Penalty: 2827.396484
	Iteration 26Q: 3 clusters Score -738192.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -738212.625000 Penalty: 2827.396484
	Iteration 27Q: 3 clusters Score -738212.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -738237.625000 Penalty: 2827.396484
	Iteration 28Q: 3 clusters Score -738237.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -738260.562500 Penalty: 2827.396484
	Iteration 29Q: 3 clusters Score -738260.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -738291.750000 Penalty: 2827.396484
	Iteration 30Q: 3 clusters Score -738291.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -738341.000000 Penalty: 2827.396484
	Iteration 31Q: 3 clusters Score -738341 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -738401.937500 Penalty: 2827.396484
	Iteration 32Q: 3 clusters Score -738401.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -738475.437500 Penalty: 2827.396484
	Iteration 33Q: 3 clusters Score -738475.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -738578.375000 Penalty: 2827.396484
	Iteration 34Q: 3 clusters Score -738578.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -738723.375000 Penalty: 2827.396484
	Iteration 35Q: 3 clusters Score -738723.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -738852.125000 Penalty: 2827.396484
	Iteration 36Q: 3 clusters Score -738852.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -738937.312500 Penalty: 2827.396484
	Iteration 37Q: 3 clusters Score -738937.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -738989.187500 Penalty: 2827.396484
	Iteration 38Q: 3 clusters Score -738989.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -739006.500000 Penalty: 2827.396484
	Iteration 39Q: 3 clusters Score -739006.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -739016.500000 Penalty: 2827.396484
	Iteration 40F: 3 clusters Score -739016.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -739022.187500 Penalty: 2827.396484
	Iteration 41Q: 3 clusters Score -739022.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -739027.125000 Penalty: 2827.396484
	Iteration 42Q: 3 clusters Score -739027.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -739031.750000 Penalty: 2827.396484
	Iteration 43Q: 3 clusters Score -739031.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -739037.500000 Penalty: 2827.396484
	Iteration 44Q: 3 clusters Score -739037.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -739043.875000 Penalty: 2827.396484
	Iteration 45Q: 3 clusters Score -739043.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -739045.125000 Penalty: 2827.396484
	Iteration 46Q: 3 clusters Score -739045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -739046.750000 Penalty: 2827.396484
	Iteration 47Q: 3 clusters Score -739046.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -739047.937500 Penalty: 2827.396484
	Iteration 48Q: 3 clusters Score -739047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -739049.125000 Penalty: 2827.396484
	Iteration 49Q: 3 clusters Score -739049.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -739048.125000 Penalty: 2827.396484
	Iteration 50Q: 3 clusters Score -739048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -739049.812500 Penalty: 2827.396484
	Iteration 51Q: 3 clusters Score -739049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -739049.625000 Penalty: 2827.396484
	Iteration 52Q: 3 clusters Score -739049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -739049.625000 Penalty: 2827.396484
	Iteration 53Q: 3 clusters Score -739049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -739050.375000 Penalty: 2827.396484
	Iteration 54Q: 3 clusters Score -739050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -739051.062500 Penalty: 2827.396484
	Iteration 55Q: 3 clusters Score -739051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -739051.187500 Penalty: 2827.396484
	Iteration 56Q: 3 clusters Score -739051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -739051.750000 Penalty: 2827.396484
	Iteration 57Q: 3 clusters Score -739051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -739051.312500 Penalty: 2827.396484
	Iteration 58Q: 3 clusters Score -739051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -739051.312500 Penalty: 2827.396484
	Iteration 59Q: 3 clusters Score -739051.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -739053.125000 Penalty: 2827.396484
	Iteration 60F: 3 clusters Score -739053.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (75151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75151 members 
Entering Unmasked Estep 
Score: -9360833.000000 Penalty: 1824.428955
	Iteration 0F: 2 clusters Score -9360833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -9313371.000000 Penalty: 3648.857910
	Iteration 0F: 3 clusters Score -9313371 nChanged 35848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -9333952.000000 Penalty: 3648.857910
	Iteration 1F: 3 clusters Score -9333952 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -9334366.000000 Penalty: 3648.857910
	Iteration 2Q: 3 clusters Score -9334366 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -9334930.000000 Penalty: 3648.857910
	Iteration 3Q: 3 clusters Score -9334930 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -9335490.000000 Penalty: 3648.857910
	Iteration 4Q: 3 clusters Score -9335490 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -9336216.000000 Penalty: 3648.857910
	Iteration 5Q: 3 clusters Score -9336216 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -9337273.000000 Penalty: 3648.857910
	Iteration 6Q: 3 clusters Score -9337273 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -9338751.000000 Penalty: 3648.857910
	Iteration 7Q: 3 clusters Score -9338751 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -9340593.000000 Penalty: 3648.857910
	Iteration 8F: 3 clusters Score -9340593 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -9343108.000000 Penalty: 3648.857910
	Iteration 9F: 3 clusters Score -9343108 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -9345998.000000 Penalty: 3648.857910
	Iteration 10F: 3 clusters Score -9345998 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -9348971.000000 Penalty: 3648.857910
	Iteration 11F: 3 clusters Score -9348971 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -9351715.000000 Penalty: 3648.857910
	Iteration 12F: 3 clusters Score -9351715 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -9354150.000000 Penalty: 3648.857910
	Iteration 13Q: 3 clusters Score -9354150 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -9355986.000000 Penalty: 3648.857910
	Iteration 14Q: 3 clusters Score -9355986 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 72398 members 
Entering Unmasked Estep 
Score: -9357361.000000 Penalty: 3648.857910
	Iteration 15Q: 3 clusters Score -9357361 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 73486 members 
Entering Unmasked Estep 
Score: -9358179.000000 Penalty: 3648.857910
	Iteration 16Q: 3 clusters Score -9358179 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -9358678.000000 Penalty: 3648.857910
	Iteration 17Q: 3 clusters Score -9358678 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -9358888.000000 Penalty: 3648.857910
	Iteration 18Q: 3 clusters Score -9358888 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -9359027.000000 Penalty: 3648.857910
	Iteration 19Q: 3 clusters Score -9359027 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -9359136.000000 Penalty: 3648.857910
	Iteration 20F: 3 clusters Score -9359136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -9359194.000000 Penalty: 3648.857910
	Iteration 21Q: 3 clusters Score -9359194 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 74716 members 
Entering Unmasked Estep 
Score: -9359254.000000 Penalty: 3648.857910
	Iteration 22Q: 3 clusters Score -9359254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 74727 members 
Entering Unmasked Estep 
Score: -9359277.000000 Penalty: 3648.857910
	Iteration 23Q: 3 clusters Score -9359277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -9359296.000000 Penalty: 3648.857910
	Iteration 24Q: 3 clusters Score -9359296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 74744 members 
Entering Unmasked Estep 
Score: -9359309.000000 Penalty: 3648.857910
	Iteration 25Q: 3 clusters Score -9359309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -9359305.000000 Penalty: 3648.857910
	Iteration 26Q: 3 clusters Score -9359305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -9359328.000000 Penalty: 3648.857910
	Iteration 27Q: 3 clusters Score -9359328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -9359325.000000 Penalty: 3648.857910
	Iteration 28Q: 3 clusters Score -9359325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 74763 members 
Entering Unmasked Estep 
Score: -9359329.000000 Penalty: 3648.857910
	Iteration 29Q: 3 clusters Score -9359329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -9359334.000000 Penalty: 3648.857910
	Iteration 30Q: 3 clusters Score -9359334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 74769 members 
Entering Unmasked Estep 
Score: -9359339.000000 Penalty: 3648.857910
	Iteration 31Q: 3 clusters Score -9359339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -9359341.000000 Penalty: 3648.857910
	Iteration 32Q: 3 clusters Score -9359341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 74771 members 
Entering Unmasked Estep 
Score: -9359343.000000 Penalty: 3648.857910
	Iteration 33Q: 3 clusters Score -9359343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -9359342.000000 Penalty: 3648.857910
	Iteration 34Q: 3 clusters Score -9359342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -9359347.000000 Penalty: 3648.857910
	Iteration 35Q: 3 clusters Score -9359347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -9359354.000000 Penalty: 3648.857910
	Iteration 36Q: 3 clusters Score -9359354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -9359347.000000 Penalty: 3648.857910
	Iteration 37Q: 3 clusters Score -9359347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -9359349.000000 Penalty: 3648.857910
	Iteration 38Q: 3 clusters Score -9359349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -9359349.000000 Penalty: 3648.857910
	Iteration 39F: 3 clusters Score -9359349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -220888.171875 Penalty: 1226.725952
	Iteration 0F: 2 clusters Score -220888.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -218842.140625 Penalty: 2453.451904
	Iteration 0F: 3 clusters Score -218842.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -219308.015625 Penalty: 2453.451904
	Iteration 1F: 3 clusters Score -219308 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -219415.140625 Penalty: 2453.451904
	Iteration 2F: 3 clusters Score -219415.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219474.125000 Penalty: 2453.451904
	Iteration 3F: 3 clusters Score -219474.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -219511.281250 Penalty: 2453.451904
	Iteration 4Q: 3 clusters Score -219511.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -219537.609375 Penalty: 2453.451904
	Iteration 5Q: 3 clusters Score -219537.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -219565.000000 Penalty: 2453.451904
	Iteration 6Q: 3 clusters Score -219565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -219583.062500 Penalty: 2453.451904
	Iteration 7Q: 3 clusters Score -219583.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -219594.171875 Penalty: 2453.451904
	Iteration 8Q: 3 clusters Score -219594.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -219604.250000 Penalty: 2453.451904
	Iteration 9Q: 3 clusters Score -219604.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -219611.078125 Penalty: 2453.451904
	Iteration 10Q: 3 clusters Score -219611.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -219616.484375 Penalty: 2453.451904
	Iteration 11Q: 3 clusters Score -219616.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -219620.578125 Penalty: 2453.451904
	Iteration 12Q: 3 clusters Score -219620.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -219624.359375 Penalty: 2453.451904
	Iteration 13Q: 3 clusters Score -219624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -219625.640625 Penalty: 2453.451904
	Iteration 14Q: 3 clusters Score -219625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -219628.250000 Penalty: 2453.451904
	Iteration 15Q: 3 clusters Score -219628.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -219630.937500 Penalty: 2453.451904
	Iteration 16Q: 3 clusters Score -219630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -219632.093750 Penalty: 2453.451904
	Iteration 17Q: 3 clusters Score -219632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -219632.093750 Penalty: 2453.451904
	Iteration 18F: 3 clusters Score -219632.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Entering Unmasked Estep 
Score: -5664164.500000 Penalty: 1740.466919
	Iteration 0F: 2 clusters Score -5664164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -5634372.000000 Penalty: 3480.933838
	Iteration 0F: 3 clusters Score -5634372 nChanged 20883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -5645706.500000 Penalty: 3480.933838
	Iteration 1F: 3 clusters Score -5645706 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -5646105.500000 Penalty: 3480.933838
	Iteration 2Q: 3 clusters Score -5646106 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -5646499.500000 Penalty: 3480.933838
	Iteration 3Q: 3 clusters Score -5646500 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -5646931.500000 Penalty: 3480.933838
	Iteration 4Q: 3 clusters Score -5646932 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5647422.500000 Penalty: 3480.933838
	Iteration 5Q: 3 clusters Score -5647422 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -5648038.500000 Penalty: 3480.933838
	Iteration 6Q: 3 clusters Score -5648038 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -5648991.500000 Penalty: 3480.933838
	Iteration 7Q: 3 clusters Score -5648992 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -5650493.000000 Penalty: 3480.933838
	Iteration 8F: 3 clusters Score -5650493 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -5652314.000000 Penalty: 3480.933838
	Iteration 9F: 3 clusters Score -5652314 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -5653719.500000 Penalty: 3480.933838
	Iteration 10F: 3 clusters Score -5653720 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -5654316.500000 Penalty: 3480.933838
	Iteration 11Q: 3 clusters Score -5654316 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -5654509.500000 Penalty: 3480.933838
	Iteration 12Q: 3 clusters Score -5654510 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -5654578.000000 Penalty: 3480.933838
	Iteration 13Q: 3 clusters Score -5654578 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -5654597.500000 Penalty: 3480.933838
	Iteration 14Q: 3 clusters Score -5654598 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -5654622.500000 Penalty: 3480.933838
	Iteration 15Q: 3 clusters Score -5654622 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -5654656.500000 Penalty: 3480.933838
	Iteration 16Q: 3 clusters Score -5654656 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -5654693.500000 Penalty: 3480.933838
	Iteration 17Q: 3 clusters Score -5654694 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -5654716.500000 Penalty: 3480.933838
	Iteration 18Q: 3 clusters Score -5654716 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -5654736.000000 Penalty: 3480.933838
	Iteration 19Q: 3 clusters Score -5654736 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -5654777.000000 Penalty: 3480.933838
	Iteration 20F: 3 clusters Score -5654777 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -5654793.500000 Penalty: 3480.933838
	Iteration 21Q: 3 clusters Score -5654794 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -5654838.000000 Penalty: 3480.933838
	Iteration 22Q: 3 clusters Score -5654838 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -5654874.000000 Penalty: 3480.933838
	Iteration 23Q: 3 clusters Score -5654874 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -5654917.500000 Penalty: 3480.933838
	Iteration 24Q: 3 clusters Score -5654918 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -5654937.500000 Penalty: 3480.933838
	Iteration 25Q: 3 clusters Score -5654938 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -5655047.500000 Penalty: 3480.933838
	Iteration 26Q: 3 clusters Score -5655048 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -5655159.000000 Penalty: 3480.933838
	Iteration 27Q: 3 clusters Score -5655159 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -5655294.500000 Penalty: 3480.933838
	Iteration 28Q: 3 clusters Score -5655294 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -5655395.500000 Penalty: 3480.933838
	Iteration 29Q: 3 clusters Score -5655396 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -5655524.500000 Penalty: 3480.933838
	Iteration 30Q: 3 clusters Score -5655524 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -5655715.500000 Penalty: 3480.933838
	Iteration 31Q: 3 clusters Score -5655716 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -5655901.500000 Penalty: 3480.933838
	Iteration 32Q: 3 clusters Score -5655902 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -5656122.500000 Penalty: 3480.933838
	Iteration 33Q: 3 clusters Score -5656122 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -5656389.500000 Penalty: 3480.933838
	Iteration 34Q: 3 clusters Score -5656390 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -5656737.500000 Penalty: 3480.933838
	Iteration 35Q: 3 clusters Score -5656738 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -5657093.000000 Penalty: 3480.933838
	Iteration 36Q: 3 clusters Score -5657093 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -5657486.000000 Penalty: 3480.933838
	Iteration 37Q: 3 clusters Score -5657486 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -5657979.000000 Penalty: 3480.933838
	Iteration 38Q: 3 clusters Score -5657979 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -5658395.500000 Penalty: 3480.933838
	Iteration 39Q: 3 clusters Score -5658396 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -5658919.000000 Penalty: 3480.933838
	Iteration 40F: 3 clusters Score -5658919 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5659494.000000 Penalty: 3480.933838
	Iteration 41Q: 3 clusters Score -5659494 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -5660063.000000 Penalty: 3480.933838
	Iteration 42Q: 3 clusters Score -5660063 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5660593.000000 Penalty: 3480.933838
	Iteration 43Q: 3 clusters Score -5660593 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5661058.500000 Penalty: 3480.933838
	Iteration 44Q: 3 clusters Score -5661058 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5661513.500000 Penalty: 3480.933838
	Iteration 45Q: 3 clusters Score -5661514 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5661930.500000 Penalty: 3480.933838
	Iteration 46Q: 3 clusters Score -5661930 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5662189.000000 Penalty: 3480.933838
	Iteration 47Q: 3 clusters Score -5662189 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5662403.000000 Penalty: 3480.933838
	Iteration 48Q: 3 clusters Score -5662403 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5662569.000000 Penalty: 3480.933838
	Iteration 49Q: 3 clusters Score -5662569 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5662689.000000 Penalty: 3480.933838
	Iteration 50Q: 3 clusters Score -5662689 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5662755.000000 Penalty: 3480.933838
	Iteration 51Q: 3 clusters Score -5662755 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5662806.000000 Penalty: 3480.933838
	Iteration 52Q: 3 clusters Score -5662806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5662835.500000 Penalty: 3480.933838
	Iteration 53Q: 3 clusters Score -5662836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5662838.500000 Penalty: 3480.933838
	Iteration 54Q: 3 clusters Score -5662838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5662841.500000 Penalty: 3480.933838
	Iteration 55Q: 3 clusters Score -5662842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5662843.500000 Penalty: 3480.933838
	Iteration 56Q: 3 clusters Score -5662844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5662852.000000 Penalty: 3480.933838
	Iteration 57Q: 3 clusters Score -5662852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5662859.000000 Penalty: 3480.933838
	Iteration 58Q: 3 clusters Score -5662859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5662855.500000 Penalty: 3480.933838
	Iteration 59Q: 3 clusters Score -5662856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5662859.500000 Penalty: 3480.933838
	Iteration 60F: 3 clusters Score -5662860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5662856.000000 Penalty: 3480.933838
	Iteration 61Q: 3 clusters Score -5662856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5662863.000000 Penalty: 3480.933838
	Iteration 62Q: 3 clusters Score -5662863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5662865.500000 Penalty: 3480.933838
	Iteration 63Q: 3 clusters Score -5662866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5662867.000000 Penalty: 3480.933838
	Iteration 64Q: 3 clusters Score -5662867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5662870.500000 Penalty: 3480.933838
	Iteration 65Q: 3 clusters Score -5662870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5662869.500000 Penalty: 3480.933838
	Iteration 66Q: 3 clusters Score -5662870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5662872.000000 Penalty: 3480.933838
	Iteration 67Q: 3 clusters Score -5662872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5662872.000000 Penalty: 3480.933838
	Iteration 68F: 3 clusters Score -5662872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Entering Unmasked Estep 
Score: -1231000.500000 Penalty: 1492.416138
	Iteration 0F: 2 clusters Score -1231000 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 4888 members 
Entering Unmasked Estep 
Score: -1223990.250000 Penalty: 2984.832275
	Iteration 0F: 3 clusters Score -1223990 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1226201.000000 Penalty: 2984.832275
	Iteration 1F: 3 clusters Score -1226201 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1226404.625000 Penalty: 2984.832275
	Iteration 2F: 3 clusters Score -1226405 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1226565.375000 Penalty: 2984.832275
	Iteration 3Q: 3 clusters Score -1226565 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1226703.375000 Penalty: 2984.832275
	Iteration 4Q: 3 clusters Score -1226703 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1226850.125000 Penalty: 2984.832275
	Iteration 5Q: 3 clusters Score -1226850 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1226972.125000 Penalty: 2984.832275
	Iteration 6Q: 3 clusters Score -1226972 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1227090.250000 Penalty: 2984.832275
	Iteration 7Q: 3 clusters Score -1227090 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1227226.375000 Penalty: 2984.832275
	Iteration 8Q: 3 clusters Score -1227226 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1227385.375000 Penalty: 2984.832275
	Iteration 9Q: 3 clusters Score -1227385 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1227554.250000 Penalty: 2984.832275
	Iteration 10Q: 3 clusters Score -1227554 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1227778.500000 Penalty: 2984.832275
	Iteration 11Q: 3 clusters Score -1227778 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1228003.250000 Penalty: 2984.832275
	Iteration 12Q: 3 clusters Score -1228003 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1228269.125000 Penalty: 2984.832275
	Iteration 13Q: 3 clusters Score -1228269 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1228520.250000 Penalty: 2984.832275
	Iteration 14Q: 3 clusters Score -1228520 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1228756.500000 Penalty: 2984.832275
	Iteration 15Q: 3 clusters Score -1228756 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1228921.500000 Penalty: 2984.832275
	Iteration 16Q: 3 clusters Score -1228922 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1229050.750000 Penalty: 2984.832275
	Iteration 17Q: 3 clusters Score -1229051 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1229154.125000 Penalty: 2984.832275
	Iteration 18Q: 3 clusters Score -1229154 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1229236.250000 Penalty: 2984.832275
	Iteration 19Q: 3 clusters Score -1229236 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1229295.500000 Penalty: 2984.832275
	Iteration 20F: 3 clusters Score -1229296 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1229349.625000 Penalty: 2984.832275
	Iteration 21Q: 3 clusters Score -1229350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1229386.250000 Penalty: 2984.832275
	Iteration 22Q: 3 clusters Score -1229386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1229424.500000 Penalty: 2984.832275
	Iteration 23Q: 3 clusters Score -1229424 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1229461.375000 Penalty: 2984.832275
	Iteration 24Q: 3 clusters Score -1229461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1229491.125000 Penalty: 2984.832275
	Iteration 25Q: 3 clusters Score -1229491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1229518.000000 Penalty: 2984.832275
	Iteration 26Q: 3 clusters Score -1229518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1229542.000000 Penalty: 2984.832275
	Iteration 27Q: 3 clusters Score -1229542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1229562.375000 Penalty: 2984.832275
	Iteration 28Q: 3 clusters Score -1229562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1229578.000000 Penalty: 2984.832275
	Iteration 29Q: 3 clusters Score -1229578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1229593.375000 Penalty: 2984.832275
	Iteration 30Q: 3 clusters Score -1229593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1229606.500000 Penalty: 2984.832275
	Iteration 31Q: 3 clusters Score -1229606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1229616.750000 Penalty: 2984.832275
	Iteration 32Q: 3 clusters Score -1229617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1229627.750000 Penalty: 2984.832275
	Iteration 33Q: 3 clusters Score -1229628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1229636.375000 Penalty: 2984.832275
	Iteration 34Q: 3 clusters Score -1229636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1229646.625000 Penalty: 2984.832275
	Iteration 35Q: 3 clusters Score -1229647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1229657.500000 Penalty: 2984.832275
	Iteration 36Q: 3 clusters Score -1229658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1229664.500000 Penalty: 2984.832275
	Iteration 37Q: 3 clusters Score -1229664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1229668.125000 Penalty: 2984.832275
	Iteration 38Q: 3 clusters Score -1229668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1229674.500000 Penalty: 2984.832275
	Iteration 39Q: 3 clusters Score -1229674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1229679.500000 Penalty: 2984.832275
	Iteration 40F: 3 clusters Score -1229680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1229682.125000 Penalty: 2984.832275
	Iteration 41Q: 3 clusters Score -1229682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1229683.625000 Penalty: 2984.832275
	Iteration 42Q: 3 clusters Score -1229684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1229683.625000 Penalty: 2984.832275
	Iteration 43F: 3 clusters Score -1229684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (62410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Entering Unmasked Estep 
Score: -7759707.500000 Penalty: 1794.240723
	Iteration 0F: 2 clusters Score -7759708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -7718747.500000 Penalty: 3588.481445
	Iteration 0F: 3 clusters Score -7718748 nChanged 29710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -7735639.500000 Penalty: 3588.481445
	Iteration 1F: 3 clusters Score -7735640 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -7736285.500000 Penalty: 3588.481445
	Iteration 2Q: 3 clusters Score -7736286 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -7737162.000000 Penalty: 3588.481445
	Iteration 3Q: 3 clusters Score -7737162 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -7738389.500000 Penalty: 3588.481445
	Iteration 4Q: 3 clusters Score -7738390 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -7740149.500000 Penalty: 3588.481445
	Iteration 5F: 3 clusters Score -7740150 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -7743085.500000 Penalty: 3588.481445
	Iteration 6F: 3 clusters Score -7743086 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -7747058.000000 Penalty: 3588.481445
	Iteration 7F: 3 clusters Score -7747058 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -7751391.500000 Penalty: 3588.481445
	Iteration 8F: 3 clusters Score -7751392 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -7754697.000000 Penalty: 3588.481445
	Iteration 9F: 3 clusters Score -7754697 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -7756669.000000 Penalty: 3588.481445
	Iteration 10Q: 3 clusters Score -7756669 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7757635.000000 Penalty: 3588.481445
	Iteration 11Q: 3 clusters Score -7757635 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7758098.500000 Penalty: 3588.481445
	Iteration 12Q: 3 clusters Score -7758098 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7758319.000000 Penalty: 3588.481445
	Iteration 13Q: 3 clusters Score -7758319 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7758451.500000 Penalty: 3588.481445
	Iteration 14Q: 3 clusters Score -7758452 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7758528.500000 Penalty: 3588.481445
	Iteration 15Q: 3 clusters Score -7758528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7758603.500000 Penalty: 3588.481445
	Iteration 16Q: 3 clusters Score -7758604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61978 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7758655.500000 Penalty: 3588.481445
	Iteration 17Q: 3 clusters Score -7758656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7758685.500000 Penalty: 3588.481445
	Iteration 18Q: 3 clusters Score -7758686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7758729.000000 Penalty: 3588.481445
	Iteration 19Q: 3 clusters Score -7758729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7758759.500000 Penalty: 3588.481445
	Iteration 20F: 3 clusters Score -7758760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7758780.000000 Penalty: 3588.481445
	Iteration 21Q: 3 clusters Score -7758780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7758786.000000 Penalty: 3588.481445
	Iteration 22Q: 3 clusters Score -7758786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7758795.000000 Penalty: 3588.481445
	Iteration 23Q: 3 clusters Score -7758795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7758787.500000 Penalty: 3588.481445
	Iteration 24Q: 3 clusters Score -7758788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7758790.000000 Penalty: 3588.481445
	Iteration 25Q: 3 clusters Score -7758790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7758793.500000 Penalty: 3588.481445
	Iteration 26Q: 3 clusters Score -7758794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7758792.500000 Penalty: 3588.481445
	Iteration 27Q: 3 clusters Score -7758792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7758792.500000 Penalty: 3588.481445
	Iteration 28F: 3 clusters Score -7758792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 32206 members 
Mstep: Class 3 contains 14025 members 
Mstep: Class 4 contains 28867 members 
Mstep: Class 5 contains 39156 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5809 members 
Mstep: Class 8 contains 3985 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38005 members 
Mstep: Class 13 contains 7660 members 
Mstep: Class 14 contains 20556 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6001 members 
Mstep: Class 22 contains 75151 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44827 members 
Mstep: Class 25 contains 9741 members 
Mstep: Class 26 contains 62410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657816.000000 Penalty: 55564.910156
Iteration 199Q: 27 clusters Score -6.265782e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 32198 members 
Mstep: Class 3 contains 14026 members 
Mstep: Class 4 contains 28832 members 
Mstep: Class 5 contains 39221 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5813 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38002 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 20548 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6003 members 
Mstep: Class 22 contains 75154 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44827 members 
Mstep: Class 25 contains 9744 members 
Mstep: Class 26 contains 62434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657920.000000 Penalty: 55564.910156
Iteration 200F: 27 clusters Score -6.265792e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 32189 members 
Mstep: Class 3 contains 14026 members 
Mstep: Class 4 contains 28818 members 
Mstep: Class 5 contains 39287 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5816 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38004 members 
Mstep: Class 13 contains 7575 members 
Mstep: Class 14 contains 20538 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6005 members 
Mstep: Class 22 contains 75152 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44827 members 
Mstep: Class 25 contains 9745 members 
Mstep: Class 26 contains 62455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657816.000000 Penalty: 55564.910156
Iteration 201Q: 27 clusters Score -6.265782e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82808 members 
Mstep: Class 2 contains 32188 members 
Mstep: Class 3 contains 14023 members 
Mstep: Class 4 contains 28793 members 
Mstep: Class 5 contains 39354 members 
Mstep: Class 6 contains 7860 members 
Mstep: Class 7 contains 5817 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38003 members 
Mstep: Class 13 contains 7538 members 
Mstep: Class 14 contains 20518 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 6005 members 
Mstep: Class 22 contains 75152 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44827 members 
Mstep: Class 25 contains 9748 members 
Mstep: Class 26 contains 62491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657948.000000 Penalty: 55564.910156
Iteration 202Q: 27 clusters Score -6.265795e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82785 members 
Mstep: Class 2 contains 32188 members 
Mstep: Class 3 contains 14022 members 
Mstep: Class 4 contains 28770 members 
Mstep: Class 5 contains 39432 members 
Mstep: Class 6 contains 7860 members 
Mstep: Class 7 contains 5819 members 
Mstep: Class 8 contains 3980 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38005 members 
Mstep: Class 13 contains 7504 members 
Mstep: Class 14 contains 20503 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 6005 members 
Mstep: Class 22 contains 75155 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9747 members 
Mstep: Class 26 contains 62499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657952.000000 Penalty: 55564.910156
Iteration 203Q: 27 clusters Score -6.265795e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82768 members 
Mstep: Class 2 contains 32184 members 
Mstep: Class 3 contains 14019 members 
Mstep: Class 4 contains 28757 members 
Mstep: Class 5 contains 39503 members 
Mstep: Class 6 contains 7860 members 
Mstep: Class 7 contains 5815 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38010 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 20491 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 6004 members 
Mstep: Class 22 contains 75163 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9748 members 
Mstep: Class 26 contains 62500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657968.000000 Penalty: 55564.910156
Iteration 204Q: 27 clusters Score -6.265797e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 32182 members 
Mstep: Class 3 contains 14020 members 
Mstep: Class 4 contains 28749 members 
Mstep: Class 5 contains 39557 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5815 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38015 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 20484 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 6002 members 
Mstep: Class 22 contains 75169 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9750 members 
Mstep: Class 26 contains 62498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657936.000000 Penalty: 55564.910156
Iteration 205Q: 27 clusters Score -6.265794e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 32179 members 
Mstep: Class 3 contains 14019 members 
Mstep: Class 4 contains 28734 members 
Mstep: Class 5 contains 39599 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5815 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38015 members 
Mstep: Class 13 contains 7427 members 
Mstep: Class 14 contains 20476 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2872 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 6002 members 
Mstep: Class 22 contains 75175 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657952.000000 Penalty: 55564.910156
Iteration 206Q: 27 clusters Score -6.265795e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 32176 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 28703 members 
Mstep: Class 5 contains 39652 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5812 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38016 members 
Mstep: Class 13 contains 7414 members 
Mstep: Class 14 contains 20474 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2874 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 75176 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44827 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657964.000000 Penalty: 55564.910156
Iteration 207Q: 27 clusters Score -6.265796e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 32174 members 
Mstep: Class 3 contains 14020 members 
Mstep: Class 4 contains 28683 members 
Mstep: Class 5 contains 39699 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5815 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4048 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38016 members 
Mstep: Class 13 contains 7404 members 
Mstep: Class 14 contains 20469 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 75178 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44827 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657924.000000 Penalty: 55564.910156
Iteration 208Q: 27 clusters Score -6.265792e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 32168 members 
Mstep: Class 3 contains 14019 members 
Mstep: Class 4 contains 28660 members 
Mstep: Class 5 contains 39742 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5816 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38016 members 
Mstep: Class 13 contains 7392 members 
Mstep: Class 14 contains 20465 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 75178 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44825 members 
Mstep: Class 25 contains 9754 members 
Mstep: Class 26 contains 62517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657932.000000 Penalty: 55564.910156
Iteration 209Q: 27 clusters Score -6.265793e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 32166 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 28639 members 
Mstep: Class 5 contains 39772 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5815 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38018 members 
Mstep: Class 13 contains 7377 members 
Mstep: Class 14 contains 20465 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 75182 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44825 members 
Mstep: Class 25 contains 9754 members 
Mstep: Class 26 contains 62528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657980.000000 Penalty: 55564.910156
Iteration 210Q: 27 clusters Score -6.265798e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 32160 members 
Mstep: Class 3 contains 14016 members 
Mstep: Class 4 contains 28626 members 
Mstep: Class 5 contains 39801 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5812 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38018 members 
Mstep: Class 13 contains 7362 members 
Mstep: Class 14 contains 20463 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75190 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44825 members 
Mstep: Class 25 contains 9755 members 
Mstep: Class 26 contains 62542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657984.000000 Penalty: 55564.910156
Iteration 211Q: 27 clusters Score -6.265798e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82691 members 
Mstep: Class 2 contains 32157 members 
Mstep: Class 3 contains 14016 members 
Mstep: Class 4 contains 28618 members 
Mstep: Class 5 contains 39822 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5811 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38018 members 
Mstep: Class 13 contains 7352 members 
Mstep: Class 14 contains 20462 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 2610 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75193 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44825 members 
Mstep: Class 25 contains 9755 members 
Mstep: Class 26 contains 62552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658000.000000 Penalty: 55564.910156
Iteration 212Q: 27 clusters Score -6.2658e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 32155 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 28604 members 
Mstep: Class 5 contains 39842 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5812 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38018 members 
Mstep: Class 13 contains 7345 members 
Mstep: Class 14 contains 20461 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75195 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44826 members 
Mstep: Class 25 contains 9755 members 
Mstep: Class 26 contains 62560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658016.000000 Penalty: 55564.910156
Iteration 213Q: 27 clusters Score -6.265802e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82675 members 
Mstep: Class 2 contains 32155 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 28588 members 
Mstep: Class 5 contains 39873 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5812 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38019 members 
Mstep: Class 13 contains 7333 members 
Mstep: Class 14 contains 20456 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2608 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75199 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44826 members 
Mstep: Class 25 contains 9755 members 
Mstep: Class 26 contains 62566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658076.000000 Penalty: 55564.910156
Iteration 214Q: 27 clusters Score -6.265808e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 32154 members 
Mstep: Class 3 contains 14010 members 
Mstep: Class 4 contains 28576 members 
Mstep: Class 5 contains 39893 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5811 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38021 members 
Mstep: Class 13 contains 7318 members 
Mstep: Class 14 contains 20455 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2885 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75204 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44827 members 
Mstep: Class 25 contains 9755 members 
Mstep: Class 26 contains 62571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658080.000000 Penalty: 55564.910156
Iteration 215Q: 27 clusters Score -6.265808e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 32155 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 28561 members 
Mstep: Class 5 contains 39915 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5811 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38024 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 20457 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2888 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75211 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9756 members 
Mstep: Class 26 contains 62574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658156.000000 Penalty: 55564.910156
Iteration 216Q: 27 clusters Score -6.265816e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 32155 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 28547 members 
Mstep: Class 5 contains 39939 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5810 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38026 members 
Mstep: Class 13 contains 7292 members 
Mstep: Class 14 contains 20457 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2890 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75215 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9756 members 
Mstep: Class 26 contains 62577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658144.000000 Penalty: 55564.910156
Iteration 217Q: 27 clusters Score -6.265814e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82647 members 
Mstep: Class 2 contains 32155 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28533 members 
Mstep: Class 5 contains 39959 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5809 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38026 members 
Mstep: Class 13 contains 7286 members 
Mstep: Class 14 contains 20456 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75226 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9756 members 
Mstep: Class 26 contains 62575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658148.000000 Penalty: 55564.910156
Iteration 218Q: 27 clusters Score -6.265815e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 32155 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 28528 members 
Mstep: Class 5 contains 39977 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5810 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38026 members 
Mstep: Class 13 contains 7276 members 
Mstep: Class 14 contains 20453 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75234 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9756 members 
Mstep: Class 26 contains 62575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658104.000000 Penalty: 55564.910156
Iteration 219Q: 27 clusters Score -6.26581e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 32156 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28518 members 
Mstep: Class 5 contains 39991 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5811 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38029 members 
Mstep: Class 13 contains 7266 members 
Mstep: Class 14 contains 20450 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75242 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9756 members 
Mstep: Class 26 contains 62576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658160.000000 Penalty: 55564.910156
Iteration 220F: 27 clusters Score -6.265816e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82629 members 
Mstep: Class 2 contains 32153 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28510 members 
Mstep: Class 5 contains 40012 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5811 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38027 members 
Mstep: Class 13 contains 7259 members 
Mstep: Class 14 contains 20445 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75249 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9756 members 
Mstep: Class 26 contains 62577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658180.000000 Penalty: 55564.910156
Iteration 221Q: 27 clusters Score -6.265818e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82627 members 
Mstep: Class 2 contains 32151 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28501 members 
Mstep: Class 5 contains 40033 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5809 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38025 members 
Mstep: Class 13 contains 7254 members 
Mstep: Class 14 contains 20442 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 75255 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9756 members 
Mstep: Class 26 contains 62576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658212.000000 Penalty: 55564.910156
Iteration 222Q: 27 clusters Score -6.265821e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 32149 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28492 members 
Mstep: Class 5 contains 40054 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5808 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4048 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38025 members 
Mstep: Class 13 contains 7241 members 
Mstep: Class 14 contains 20439 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75262 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9756 members 
Mstep: Class 26 contains 62578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658212.000000 Penalty: 55564.910156
Iteration 223Q: 27 clusters Score -6.265821e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82621 members 
Mstep: Class 2 contains 32149 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28476 members 
Mstep: Class 5 contains 40072 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5810 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4048 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38026 members 
Mstep: Class 13 contains 7236 members 
Mstep: Class 14 contains 20436 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5995 members 
Mstep: Class 22 contains 75269 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9756 members 
Mstep: Class 26 contains 62578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658264.000000 Penalty: 55564.910156
Iteration 224Q: 27 clusters Score -6.265826e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 32149 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28461 members 
Mstep: Class 5 contains 40092 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5808 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38027 members 
Mstep: Class 13 contains 7221 members 
Mstep: Class 14 contains 20436 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2604 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5995 members 
Mstep: Class 22 contains 75273 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9756 members 
Mstep: Class 26 contains 62587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658240.000000 Penalty: 55564.910156
Iteration 225Q: 27 clusters Score -6.265824e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82617 members 
Mstep: Class 2 contains 32149 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28449 members 
Mstep: Class 5 contains 40107 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5808 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38028 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 20435 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2604 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 75276 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9756 members 
Mstep: Class 26 contains 62594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658180.000000 Penalty: 55564.910156
Iteration 226Q: 27 clusters Score -6.265818e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 32149 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28440 members 
Mstep: Class 5 contains 40122 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5807 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 7192 members 
Mstep: Class 14 contains 20435 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 75277 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9756 members 
Mstep: Class 26 contains 62597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658180.000000 Penalty: 55564.910156
Iteration 227Q: 27 clusters Score -6.265818e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82617 members 
Mstep: Class 2 contains 32149 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28428 members 
Mstep: Class 5 contains 40137 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5806 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38031 members 
Mstep: Class 13 contains 7187 members 
Mstep: Class 14 contains 20435 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 75279 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9756 members 
Mstep: Class 26 contains 62598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658184.000000 Penalty: 55564.910156
Iteration 228Q: 27 clusters Score -6.265818e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82614 members 
Mstep: Class 2 contains 32149 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28422 members 
Mstep: Class 5 contains 40149 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5806 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38033 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 20434 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75278 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44828 members 
Mstep: Class 25 contains 9755 members 
Mstep: Class 26 contains 62599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658208.000000 Penalty: 55564.910156
Iteration 229Q: 27 clusters Score -6.265821e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82614 members 
Mstep: Class 2 contains 32149 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28414 members 
Mstep: Class 5 contains 40160 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 14 contains 20433 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2898 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75279 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9755 members 
Mstep: Class 26 contains 62604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658156.000000 Penalty: 55564.910156
Iteration 230Q: 27 clusters Score -6.265816e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82612 members 
Mstep: Class 2 contains 32148 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28410 members 
Mstep: Class 5 contains 40168 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38033 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 14 contains 20428 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2900 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75280 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9754 members 
Mstep: Class 26 contains 62615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658172.000000 Penalty: 55564.910156
Iteration 231Q: 27 clusters Score -6.265817e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 32145 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28411 members 
Mstep: Class 5 contains 40174 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38035 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 20427 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2903 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75279 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9754 members 
Mstep: Class 26 contains 62626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658160.000000 Penalty: 55564.910156
Iteration 232Q: 27 clusters Score -6.265816e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82608 members 
Mstep: Class 2 contains 32144 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 28410 members 
Mstep: Class 5 contains 40182 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38035 members 
Mstep: Class 13 contains 7128 members 
Mstep: Class 14 contains 20426 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2907 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75279 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9754 members 
Mstep: Class 26 contains 62631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658128.000000 Penalty: 55564.910156
Iteration 233Q: 27 clusters Score -6.265813e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 32144 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28404 members 
Mstep: Class 5 contains 40190 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38034 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 20425 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2907 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 75280 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9754 members 
Mstep: Class 26 contains 62637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658168.000000 Penalty: 55564.910156
Iteration 234Q: 27 clusters Score -6.265817e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82608 members 
Mstep: Class 2 contains 32144 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28401 members 
Mstep: Class 5 contains 40193 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38035 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 20424 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2907 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 75281 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658148.000000 Penalty: 55564.910156
Iteration 235Q: 27 clusters Score -6.265815e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82606 members 
Mstep: Class 2 contains 32143 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28393 members 
Mstep: Class 5 contains 40203 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38035 members 
Mstep: Class 13 contains 7092 members 
Mstep: Class 14 contains 20421 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2908 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 75281 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658112.000000 Penalty: 55564.910156
Iteration 236Q: 27 clusters Score -6.265811e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 32145 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28387 members 
Mstep: Class 5 contains 40211 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38035 members 
Mstep: Class 13 contains 7077 members 
Mstep: Class 14 contains 20419 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75281 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44830 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658092.000000 Penalty: 55564.910156
Iteration 237Q: 27 clusters Score -6.265809e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 32145 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28381 members 
Mstep: Class 5 contains 40219 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38035 members 
Mstep: Class 13 contains 7064 members 
Mstep: Class 14 contains 20419 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75282 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658064.000000 Penalty: 55564.910156
Iteration 238Q: 27 clusters Score -6.265806e+07 nChanged 32
Entering ConstructFrom: 
Score: -62658064.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (82592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82592 members 
Entering Unmasked Estep 
Score: -10204754.000000 Penalty: 1839.770996
	Iteration 0F: 2 clusters Score -1.020475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -10153262.000000 Penalty: 3679.541992
	Iteration 0F: 3 clusters Score -1.015326e+07 nChanged 39424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -10175913.000000 Penalty: 3679.541992
	Iteration 1F: 3 clusters Score -1.017591e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -10176618.000000 Penalty: 3679.541992
	Iteration 2Q: 3 clusters Score -1.017662e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -10177543.000000 Penalty: 3679.541992
	Iteration 3Q: 3 clusters Score -1.017754e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -10178858.000000 Penalty: 3679.541992
	Iteration 4Q: 3 clusters Score -1.017886e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -10180762.000000 Penalty: 3679.541992
	Iteration 5Q: 3 clusters Score -1.018076e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -10183605.000000 Penalty: 3679.541992
	Iteration 6F: 3 clusters Score -1.01836e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -10187226.000000 Penalty: 3679.541992
	Iteration 7F: 3 clusters Score -1.018723e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -10191143.000000 Penalty: 3679.541992
	Iteration 8F: 3 clusters Score -1.019114e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -10194232.000000 Penalty: 3679.541992
	Iteration 9F: 3 clusters Score -1.019423e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71307 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -10196582.000000 Penalty: 3679.541992
	Iteration 10Q: 3 clusters Score -1.019658e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -10198229.000000 Penalty: 3679.541992
	Iteration 11Q: 3 clusters Score -1.019823e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76459 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -10199597.000000 Penalty: 3679.541992
	Iteration 12Q: 3 clusters Score -1.01996e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78211 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -10200532.000000 Penalty: 3679.541992
	Iteration 13Q: 3 clusters Score -1.020053e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -10201250.000000 Penalty: 3679.541992
	Iteration 14Q: 3 clusters Score -1.020125e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80434 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -10201751.000000 Penalty: 3679.541992
	Iteration 15Q: 3 clusters Score -1.020175e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10202135.000000 Penalty: 3679.541992
	Iteration 16Q: 3 clusters Score -1.020214e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81464 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10202436.000000 Penalty: 3679.541992
	Iteration 17Q: 3 clusters Score -1.020244e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10202598.000000 Penalty: 3679.541992
	Iteration 18Q: 3 clusters Score -1.02026e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10202767.000000 Penalty: 3679.541992
	Iteration 19Q: 3 clusters Score -1.020277e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82017 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10202847.000000 Penalty: 3679.541992
	Iteration 20F: 3 clusters Score -1.020285e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10202920.000000 Penalty: 3679.541992
	Iteration 21Q: 3 clusters Score -1.020292e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82152 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10202974.000000 Penalty: 3679.541992
	Iteration 22Q: 3 clusters Score -1.020297e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10203019.000000 Penalty: 3679.541992
	Iteration 23Q: 3 clusters Score -1.020302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10203039.000000 Penalty: 3679.541992
	Iteration 24Q: 3 clusters Score -1.020304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10203067.000000 Penalty: 3679.541992
	Iteration 25Q: 3 clusters Score -1.020307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10203070.000000 Penalty: 3679.541992
	Iteration 26Q: 3 clusters Score -1.020307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10203071.000000 Penalty: 3679.541992
	Iteration 27Q: 3 clusters Score -1.020307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10203069.000000 Penalty: 3679.541992
	Iteration 28Q: 3 clusters Score -1.020307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10203068.000000 Penalty: 3679.541992
	Iteration 29Q: 3 clusters Score -1.020307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10203072.000000 Penalty: 3679.541992
	Iteration 30Q: 3 clusters Score -1.020307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10203068.000000 Penalty: 3679.541992
	Iteration 31Q: 3 clusters Score -1.020307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10203078.000000 Penalty: 3679.541992
	Iteration 32Q: 3 clusters Score -1.020308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82276 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10203095.000000 Penalty: 3679.541992
	Iteration 33Q: 3 clusters Score -1.02031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10203102.000000 Penalty: 3679.541992
	Iteration 34Q: 3 clusters Score -1.02031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82290 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10203097.000000 Penalty: 3679.541992
	Iteration 35Q: 3 clusters Score -1.02031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10203111.000000 Penalty: 3679.541992
	Iteration 36Q: 3 clusters Score -1.020311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10203124.000000 Penalty: 3679.541992
	Iteration 37Q: 3 clusters Score -1.020312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10203124.000000 Penalty: 3679.541992
	Iteration 38Q: 3 clusters Score -1.020312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10203132.000000 Penalty: 3679.541992
	Iteration 39Q: 3 clusters Score -1.020313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10203130.000000 Penalty: 3679.541992
	Iteration 40F: 3 clusters Score -1.020313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10203134.000000 Penalty: 3679.541992
	Iteration 41Q: 3 clusters Score -1.020313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10203138.000000 Penalty: 3679.541992
	Iteration 42Q: 3 clusters Score -1.020314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10203138.000000 Penalty: 3679.541992
	Iteration 43Q: 3 clusters Score -1.020314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10203139.000000 Penalty: 3679.541992
	Iteration 44Q: 3 clusters Score -1.020314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10203140.000000 Penalty: 3679.541992
	Iteration 45Q: 3 clusters Score -1.020314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10203135.000000 Penalty: 3679.541992
	Iteration 46Q: 3 clusters Score -1.020314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10203139.000000 Penalty: 3679.541992
	Iteration 47Q: 3 clusters Score -1.020314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10203140.000000 Penalty: 3679.541992
	Iteration 48Q: 3 clusters Score -1.020314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10203143.000000 Penalty: 3679.541992
	Iteration 49Q: 3 clusters Score -1.020314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10203143.000000 Penalty: 3679.541992
	Iteration 50F: 3 clusters Score -1.020314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Entering Unmasked Estep 
Score: -4007855.250000 Penalty: 1686.427002
	Iteration 0F: 2 clusters Score -4007855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3986109.250000 Penalty: 3372.854004
	Iteration 0F: 3 clusters Score -3986109 nChanged 14905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3994559.000000 Penalty: 3372.854004
	Iteration 1F: 3 clusters Score -3994559 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3995225.500000 Penalty: 3372.854004
	Iteration 2Q: 3 clusters Score -3995226 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3996250.000000 Penalty: 3372.854004
	Iteration 3F: 3 clusters Score -3996250 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3997750.000000 Penalty: 3372.854004
	Iteration 4F: 3 clusters Score -3997750 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -3999988.500000 Penalty: 3372.854004
	Iteration 5F: 3 clusters Score -3999988 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4002599.750000 Penalty: 3372.854004
	Iteration 6F: 3 clusters Score -4002600 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4004645.000000 Penalty: 3372.854004
	Iteration 7F: 3 clusters Score -4004645 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4005659.750000 Penalty: 3372.854004
	Iteration 8Q: 3 clusters Score -4005660 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4006078.750000 Penalty: 3372.854004
	Iteration 9Q: 3 clusters Score -4006079 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4006257.250000 Penalty: 3372.854004
	Iteration 10Q: 3 clusters Score -4006257 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4006337.000000 Penalty: 3372.854004
	Iteration 11Q: 3 clusters Score -4006337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4006363.750000 Penalty: 3372.854004
	Iteration 12Q: 3 clusters Score -4006364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4006371.750000 Penalty: 3372.854004
	Iteration 13Q: 3 clusters Score -4006372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4006376.500000 Penalty: 3372.854004
	Iteration 14Q: 3 clusters Score -4006376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4006379.000000 Penalty: 3372.854004
	Iteration 15Q: 3 clusters Score -4006379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4006385.750000 Penalty: 3372.854004
	Iteration 16Q: 3 clusters Score -4006386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4006383.750000 Penalty: 3372.854004
	Iteration 17Q: 3 clusters Score -4006384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4006385.500000 Penalty: 3372.854004
	Iteration 18Q: 3 clusters Score -4006386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4006385.500000 Penalty: 3372.854004
	Iteration 19F: 3 clusters Score -4006386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Entering Unmasked Estep 
Score: -1778186.500000 Penalty: 1551.426758
	Iteration 0F: 2 clusters Score -1778186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1768470.750000 Penalty: 3102.853516
	Iteration 0F: 3 clusters Score -1768471 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1771776.500000 Penalty: 3102.853516
	Iteration 1F: 3 clusters Score -1771776 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1772118.875000 Penalty: 3102.853516
	Iteration 2F: 3 clusters Score -1772119 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1772499.000000 Penalty: 3102.853516
	Iteration 3F: 3 clusters Score -1772499 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1772986.250000 Penalty: 3102.853516
	Iteration 4F: 3 clusters Score -1772986 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1773667.500000 Penalty: 3102.853516
	Iteration 5F: 3 clusters Score -1773668 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1774546.625000 Penalty: 3102.853516
	Iteration 6F: 3 clusters Score -1774547 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1775381.625000 Penalty: 3102.853516
	Iteration 7F: 3 clusters Score -1775382 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1776011.375000 Penalty: 3102.853516
	Iteration 8Q: 3 clusters Score -1776011 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1776379.125000 Penalty: 3102.853516
	Iteration 9Q: 3 clusters Score -1776379 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1776567.625000 Penalty: 3102.853516
	Iteration 10Q: 3 clusters Score -1776568 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1776669.750000 Penalty: 3102.853516
	Iteration 11Q: 3 clusters Score -1776670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1776737.750000 Penalty: 3102.853516
	Iteration 12Q: 3 clusters Score -1776738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1776772.250000 Penalty: 3102.853516
	Iteration 13Q: 3 clusters Score -1776772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1776789.625000 Penalty: 3102.853516
	Iteration 14Q: 3 clusters Score -1776790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1776795.875000 Penalty: 3102.853516
	Iteration 15Q: 3 clusters Score -1776796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1776808.250000 Penalty: 3102.853516
	Iteration 16Q: 3 clusters Score -1776808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1776811.500000 Penalty: 3102.853516
	Iteration 17Q: 3 clusters Score -1776812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1776817.125000 Penalty: 3102.853516
	Iteration 18Q: 3 clusters Score -1776817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1776819.625000 Penalty: 3102.853516
	Iteration 19Q: 3 clusters Score -1776820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1776822.125000 Penalty: 3102.853516
	Iteration 20F: 3 clusters Score -1776822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1776824.750000 Penalty: 3102.853516
	Iteration 21Q: 3 clusters Score -1776825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1776828.875000 Penalty: 3102.853516
	Iteration 22Q: 3 clusters Score -1776829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1776832.250000 Penalty: 3102.853516
	Iteration 23Q: 3 clusters Score -1776832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1776836.125000 Penalty: 3102.853516
	Iteration 24Q: 3 clusters Score -1776836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1776836.000000 Penalty: 3102.853516
	Iteration 25Q: 3 clusters Score -1776836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1776839.000000 Penalty: 3102.853516
	Iteration 26Q: 3 clusters Score -1776839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1776841.500000 Penalty: 3102.853516
	Iteration 27Q: 3 clusters Score -1776842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1776845.000000 Penalty: 3102.853516
	Iteration 28Q: 3 clusters Score -1776845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1776851.375000 Penalty: 3102.853516
	Iteration 29Q: 3 clusters Score -1776851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1776855.500000 Penalty: 3102.853516
	Iteration 30Q: 3 clusters Score -1776856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1776855.500000 Penalty: 3102.853516
	Iteration 31F: 3 clusters Score -1776856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Entering Unmasked Estep 
Score: -3558050.250000 Penalty: 1666.161011
	Iteration 0F: 2 clusters Score -3558050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -3538961.500000 Penalty: 3332.322021
	Iteration 0F: 3 clusters Score -3538962 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3546270.750000 Penalty: 3332.322021
	Iteration 1F: 3 clusters Score -3546271 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3546574.500000 Penalty: 3332.322021
	Iteration 2Q: 3 clusters Score -3546574 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3546803.500000 Penalty: 3332.322021
	Iteration 3Q: 3 clusters Score -3546804 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3547045.250000 Penalty: 3332.322021
	Iteration 4Q: 3 clusters Score -3547045 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3547334.250000 Penalty: 3332.322021
	Iteration 5Q: 3 clusters Score -3547334 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3547681.750000 Penalty: 3332.322021
	Iteration 6Q: 3 clusters Score -3547682 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3548203.250000 Penalty: 3332.322021
	Iteration 7Q: 3 clusters Score -3548203 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3549007.000000 Penalty: 3332.322021
	Iteration 8Q: 3 clusters Score -3549007 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3550171.250000 Penalty: 3332.322021
	Iteration 9F: 3 clusters Score -3550171 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3551659.500000 Penalty: 3332.322021
	Iteration 10F: 3 clusters Score -3551660 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3553198.500000 Penalty: 3332.322021
	Iteration 11F: 3 clusters Score -3553198 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3554433.500000 Penalty: 3332.322021
	Iteration 12Q: 3 clusters Score -3554434 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3555256.250000 Penalty: 3332.322021
	Iteration 13Q: 3 clusters Score -3555256 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3555778.000000 Penalty: 3332.322021
	Iteration 14Q: 3 clusters Score -3555778 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3556085.750000 Penalty: 3332.322021
	Iteration 15Q: 3 clusters Score -3556086 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3556263.500000 Penalty: 3332.322021
	Iteration 16Q: 3 clusters Score -3556264 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3556378.500000 Penalty: 3332.322021
	Iteration 17Q: 3 clusters Score -3556378 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3556441.250000 Penalty: 3332.322021
	Iteration 18Q: 3 clusters Score -3556441 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3556498.750000 Penalty: 3332.322021
	Iteration 19Q: 3 clusters Score -3556499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3556527.000000 Penalty: 3332.322021
	Iteration 20F: 3 clusters Score -3556527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3556544.250000 Penalty: 3332.322021
	Iteration 21Q: 3 clusters Score -3556544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3556560.750000 Penalty: 3332.322021
	Iteration 22Q: 3 clusters Score -3556561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3556569.750000 Penalty: 3332.322021
	Iteration 23Q: 3 clusters Score -3556570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3556586.750000 Penalty: 3332.322021
	Iteration 24Q: 3 clusters Score -3556587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3556591.500000 Penalty: 3332.322021
	Iteration 25Q: 3 clusters Score -3556592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3556605.500000 Penalty: 3332.322021
	Iteration 26Q: 3 clusters Score -3556606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3556616.250000 Penalty: 3332.322021
	Iteration 27Q: 3 clusters Score -3556616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3556634.250000 Penalty: 3332.322021
	Iteration 28Q: 3 clusters Score -3556634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3556648.000000 Penalty: 3332.322021
	Iteration 29Q: 3 clusters Score -3556648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3556649.250000 Penalty: 3332.322021
	Iteration 30Q: 3 clusters Score -3556649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3556651.750000 Penalty: 3332.322021
	Iteration 31Q: 3 clusters Score -3556652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3556652.750000 Penalty: 3332.322021
	Iteration 32Q: 3 clusters Score -3556653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3556648.750000 Penalty: 3332.322021
	Iteration 33Q: 3 clusters Score -3556649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3556648.750000 Penalty: 3332.322021
	Iteration 34F: 3 clusters Score -3556649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Entering Unmasked Estep 
Score: -5018396.000000 Penalty: 1722.884888
	Iteration 0F: 2 clusters Score -5018396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4991338.500000 Penalty: 3445.769775
	Iteration 0F: 3 clusters Score -4991338 nChanged 18830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -5002183.500000 Penalty: 3445.769775
	Iteration 1F: 3 clusters Score -5002184 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -5002994.500000 Penalty: 3445.769775
	Iteration 2Q: 3 clusters Score -5002994 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -5004015.000000 Penalty: 3445.769775
	Iteration 3F: 3 clusters Score -5004015 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -5005187.000000 Penalty: 3445.769775
	Iteration 4F: 3 clusters Score -5005187 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -5006592.000000 Penalty: 3445.769775
	Iteration 5F: 3 clusters Score -5006592 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -5008134.500000 Penalty: 3445.769775
	Iteration 6F: 3 clusters Score -5008134 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -5009830.500000 Penalty: 3445.769775
	Iteration 7F: 3 clusters Score -5009830 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -5011532.000000 Penalty: 3445.769775
	Iteration 8Q: 3 clusters Score -5011532 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -5012825.500000 Penalty: 3445.769775
	Iteration 9Q: 3 clusters Score -5012826 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -5013398.500000 Penalty: 3445.769775
	Iteration 10Q: 3 clusters Score -5013398 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -5013673.500000 Penalty: 3445.769775
	Iteration 11Q: 3 clusters Score -5013674 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -5013895.000000 Penalty: 3445.769775
	Iteration 12Q: 3 clusters Score -5013895 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -5014098.000000 Penalty: 3445.769775
	Iteration 13Q: 3 clusters Score -5014098 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -5014360.000000 Penalty: 3445.769775
	Iteration 14Q: 3 clusters Score -5014360 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5014600.500000 Penalty: 3445.769775
	Iteration 15Q: 3 clusters Score -5014600 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -5014837.500000 Penalty: 3445.769775
	Iteration 16Q: 3 clusters Score -5014838 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -5015086.000000 Penalty: 3445.769775
	Iteration 17Q: 3 clusters Score -5015086 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -5015306.000000 Penalty: 3445.769775
	Iteration 18Q: 3 clusters Score -5015306 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -5015538.000000 Penalty: 3445.769775
	Iteration 19Q: 3 clusters Score -5015538 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -5015773.500000 Penalty: 3445.769775
	Iteration 20F: 3 clusters Score -5015774 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -5015950.000000 Penalty: 3445.769775
	Iteration 21Q: 3 clusters Score -5015950 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -5016108.500000 Penalty: 3445.769775
	Iteration 22Q: 3 clusters Score -5016108 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -5016269.000000 Penalty: 3445.769775
	Iteration 23Q: 3 clusters Score -5016269 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -5016377.500000 Penalty: 3445.769775
	Iteration 24Q: 3 clusters Score -5016378 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -5016505.000000 Penalty: 3445.769775
	Iteration 25Q: 3 clusters Score -5016505 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -5016606.500000 Penalty: 3445.769775
	Iteration 26Q: 3 clusters Score -5016606 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -5016686.500000 Penalty: 3445.769775
	Iteration 27Q: 3 clusters Score -5016686 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -5016742.500000 Penalty: 3445.769775
	Iteration 28Q: 3 clusters Score -5016742 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -5016793.500000 Penalty: 3445.769775
	Iteration 29Q: 3 clusters Score -5016794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -5016824.000000 Penalty: 3445.769775
	Iteration 30Q: 3 clusters Score -5016824 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -5016852.500000 Penalty: 3445.769775
	Iteration 31Q: 3 clusters Score -5016852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -5016872.500000 Penalty: 3445.769775
	Iteration 32Q: 3 clusters Score -5016872 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -5016901.500000 Penalty: 3445.769775
	Iteration 33Q: 3 clusters Score -5016902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -5016936.000000 Penalty: 3445.769775
	Iteration 34Q: 3 clusters Score -5016936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -5016943.000000 Penalty: 3445.769775
	Iteration 35Q: 3 clusters Score -5016943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -5016966.000000 Penalty: 3445.769775
	Iteration 36Q: 3 clusters Score -5016966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -5016984.500000 Penalty: 3445.769775
	Iteration 37Q: 3 clusters Score -5016984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -5016990.000000 Penalty: 3445.769775
	Iteration 38Q: 3 clusters Score -5016990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -5016996.500000 Penalty: 3445.769775
	Iteration 39Q: 3 clusters Score -5016996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -5016994.000000 Penalty: 3445.769775
	Iteration 40F: 3 clusters Score -5016994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -5016992.500000 Penalty: 3445.769775
	Iteration 41Q: 3 clusters Score -5016992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -5016996.500000 Penalty: 3445.769775
	Iteration 42Q: 3 clusters Score -5016996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -5017002.000000 Penalty: 3445.769775
	Iteration 43Q: 3 clusters Score -5017002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -5017003.500000 Penalty: 3445.769775
	Iteration 44Q: 3 clusters Score -5017004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -5017003.500000 Penalty: 3445.769775
	Iteration 45Q: 3 clusters Score -5017004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -5017002.000000 Penalty: 3445.769775
	Iteration 46Q: 3 clusters Score -5017002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -5017006.500000 Penalty: 3445.769775
	Iteration 47Q: 3 clusters Score -5017006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5017002.500000 Penalty: 3445.769775
	Iteration 48Q: 3 clusters Score -5017002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -5016998.500000 Penalty: 3445.769775
	Iteration 49Q: 3 clusters Score -5016998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -5016997.500000 Penalty: 3445.769775
	Iteration 50Q: 3 clusters Score -5016998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -5016997.000000 Penalty: 3445.769775
	Iteration 51Q: 3 clusters Score -5016997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -5017002.000000 Penalty: 3445.769775
	Iteration 52Q: 3 clusters Score -5017002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -5017009.500000 Penalty: 3445.769775
	Iteration 53Q: 3 clusters Score -5017010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -5017015.500000 Penalty: 3445.769775
	Iteration 54Q: 3 clusters Score -5017016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5017019.000000 Penalty: 3445.769775
	Iteration 55Q: 3 clusters Score -5017019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -5017022.000000 Penalty: 3445.769775
	Iteration 56Q: 3 clusters Score -5017022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -5017016.000000 Penalty: 3445.769775
	Iteration 57Q: 3 clusters Score -5017016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -5017023.500000 Penalty: 3445.769775
	Iteration 58Q: 3 clusters Score -5017024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -5017019.500000 Penalty: 3445.769775
	Iteration 59Q: 3 clusters Score -5017020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -5017017.500000 Penalty: 3445.769775
	Iteration 60F: 3 clusters Score -5017018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -5017023.000000 Penalty: 3445.769775
	Iteration 61Q: 3 clusters Score -5017023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -5017021.500000 Penalty: 3445.769775
	Iteration 62Q: 3 clusters Score -5017022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -5017019.500000 Penalty: 3445.769775
	Iteration 63Q: 3 clusters Score -5017020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -5017018.000000 Penalty: 3445.769775
	Iteration 64Q: 3 clusters Score -5017018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -5017022.500000 Penalty: 3445.769775
	Iteration 65Q: 3 clusters Score -5017022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -5017023.000000 Penalty: 3445.769775
	Iteration 66Q: 3 clusters Score -5017023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -5017026.000000 Penalty: 3445.769775
	Iteration 67Q: 3 clusters Score -5017026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -5017022.000000 Penalty: 3445.769775
	Iteration 68Q: 3 clusters Score -5017022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -5017033.000000 Penalty: 3445.769775
	Iteration 69Q: 3 clusters Score -5017033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -5017033.500000 Penalty: 3445.769775
	Iteration 70Q: 3 clusters Score -5017034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -5017032.500000 Penalty: 3445.769775
	Iteration 71Q: 3 clusters Score -5017032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -5017032.500000 Penalty: 3445.769775
	Iteration 72F: 3 clusters Score -5017032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Entering Unmasked Estep 
Score: -997099.312500 Penalty: 1457.509277
	Iteration 0F: 2 clusters Score -997099.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -991284.312500 Penalty: 2915.018555
	Iteration 0F: 3 clusters Score -991284.3 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -993091.812500 Penalty: 2915.018555
	Iteration 1F: 3 clusters Score -993091.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -993325.500000 Penalty: 2915.018555
	Iteration 2F: 3 clusters Score -993325.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -993488.000000 Penalty: 2915.018555
	Iteration 3F: 3 clusters Score -993488 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -993623.500000 Penalty: 2915.018555
	Iteration 4Q: 3 clusters Score -993623.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -993740.375000 Penalty: 2915.018555
	Iteration 5Q: 3 clusters Score -993740.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -993843.562500 Penalty: 2915.018555
	Iteration 6Q: 3 clusters Score -993843.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -993948.437500 Penalty: 2915.018555
	Iteration 7Q: 3 clusters Score -993948.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -994062.312500 Penalty: 2915.018555
	Iteration 8Q: 3 clusters Score -994062.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -994191.125000 Penalty: 2915.018555
	Iteration 9Q: 3 clusters Score -994191.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -994331.312500 Penalty: 2915.018555
	Iteration 10Q: 3 clusters Score -994331.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -994493.687500 Penalty: 2915.018555
	Iteration 11Q: 3 clusters Score -994493.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -994649.562500 Penalty: 2915.018555
	Iteration 12Q: 3 clusters Score -994649.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -994843.437500 Penalty: 2915.018555
	Iteration 13Q: 3 clusters Score -994843.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -995034.875000 Penalty: 2915.018555
	Iteration 14Q: 3 clusters Score -995034.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -995198.437500 Penalty: 2915.018555
	Iteration 15Q: 3 clusters Score -995198.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -995320.375000 Penalty: 2915.018555
	Iteration 16Q: 3 clusters Score -995320.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -995436.625000 Penalty: 2915.018555
	Iteration 17Q: 3 clusters Score -995436.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -995551.125000 Penalty: 2915.018555
	Iteration 18Q: 3 clusters Score -995551.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -995627.250000 Penalty: 2915.018555
	Iteration 19Q: 3 clusters Score -995627.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -995676.500000 Penalty: 2915.018555
	Iteration 20F: 3 clusters Score -995676.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -995701.812500 Penalty: 2915.018555
	Iteration 21Q: 3 clusters Score -995701.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -995722.187500 Penalty: 2915.018555
	Iteration 22Q: 3 clusters Score -995722.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -995742.687500 Penalty: 2915.018555
	Iteration 23Q: 3 clusters Score -995742.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -995756.500000 Penalty: 2915.018555
	Iteration 24Q: 3 clusters Score -995756.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -995767.062500 Penalty: 2915.018555
	Iteration 25Q: 3 clusters Score -995767.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -995784.250000 Penalty: 2915.018555
	Iteration 26Q: 3 clusters Score -995784.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -995800.750000 Penalty: 2915.018555
	Iteration 27Q: 3 clusters Score -995800.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -995808.750000 Penalty: 2915.018555
	Iteration 28Q: 3 clusters Score -995808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -995816.375000 Penalty: 2915.018555
	Iteration 29Q: 3 clusters Score -995816.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -995821.500000 Penalty: 2915.018555
	Iteration 30Q: 3 clusters Score -995821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -995822.500000 Penalty: 2915.018555
	Iteration 31Q: 3 clusters Score -995822.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -995824.000000 Penalty: 2915.018555
	Iteration 32Q: 3 clusters Score -995824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -995827.937500 Penalty: 2915.018555
	Iteration 33Q: 3 clusters Score -995827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -995830.437500 Penalty: 2915.018555
	Iteration 34Q: 3 clusters Score -995830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -995830.312500 Penalty: 2915.018555
	Iteration 35Q: 3 clusters Score -995830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -995833.125000 Penalty: 2915.018555
	Iteration 36Q: 3 clusters Score -995833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -995833.125000 Penalty: 2915.018555
	Iteration 37F: 3 clusters Score -995833.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Entering Unmasked Estep 
Score: -689301.687500 Penalty: 1408.302246
	Iteration 0F: 2 clusters Score -689301.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -684777.750000 Penalty: 2816.604492
	Iteration 0F: 3 clusters Score -684777.8 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -686065.937500 Penalty: 2816.604492
	Iteration 1F: 3 clusters Score -686065.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -686253.062500 Penalty: 2816.604492
	Iteration 2F: 3 clusters Score -686253.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -686381.687500 Penalty: 2816.604492
	Iteration 3F: 3 clusters Score -686381.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -686469.437500 Penalty: 2816.604492
	Iteration 4Q: 3 clusters Score -686469.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -686542.687500 Penalty: 2816.604492
	Iteration 5Q: 3 clusters Score -686542.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -686619.000000 Penalty: 2816.604492
	Iteration 6Q: 3 clusters Score -686619 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -686691.687500 Penalty: 2816.604492
	Iteration 7Q: 3 clusters Score -686691.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -686756.812500 Penalty: 2816.604492
	Iteration 8Q: 3 clusters Score -686756.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -686828.187500 Penalty: 2816.604492
	Iteration 9Q: 3 clusters Score -686828.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -686910.812500 Penalty: 2816.604492
	Iteration 10Q: 3 clusters Score -686910.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -686980.312500 Penalty: 2816.604492
	Iteration 11Q: 3 clusters Score -686980.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -687065.500000 Penalty: 2816.604492
	Iteration 12Q: 3 clusters Score -687065.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -687184.125000 Penalty: 2816.604492
	Iteration 13Q: 3 clusters Score -687184.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -687317.312500 Penalty: 2816.604492
	Iteration 14Q: 3 clusters Score -687317.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -687474.000000 Penalty: 2816.604492
	Iteration 15Q: 3 clusters Score -687474 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -687619.562500 Penalty: 2816.604492
	Iteration 16Q: 3 clusters Score -687619.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -687762.562500 Penalty: 2816.604492
	Iteration 17Q: 3 clusters Score -687762.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -687915.375000 Penalty: 2816.604492
	Iteration 18Q: 3 clusters Score -687915.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -688027.125000 Penalty: 2816.604492
	Iteration 19Q: 3 clusters Score -688027.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -688080.062500 Penalty: 2816.604492
	Iteration 20F: 3 clusters Score -688080.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -688117.750000 Penalty: 2816.604492
	Iteration 21Q: 3 clusters Score -688117.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -688151.312500 Penalty: 2816.604492
	Iteration 22Q: 3 clusters Score -688151.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -688179.375000 Penalty: 2816.604492
	Iteration 23Q: 3 clusters Score -688179.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -688208.812500 Penalty: 2816.604492
	Iteration 24Q: 3 clusters Score -688208.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -688233.125000 Penalty: 2816.604492
	Iteration 25Q: 3 clusters Score -688233.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -688264.875000 Penalty: 2816.604492
	Iteration 26Q: 3 clusters Score -688264.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -688302.375000 Penalty: 2816.604492
	Iteration 27Q: 3 clusters Score -688302.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -688333.062500 Penalty: 2816.604492
	Iteration 28Q: 3 clusters Score -688333.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -688354.875000 Penalty: 2816.604492
	Iteration 29Q: 3 clusters Score -688354.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -688367.937500 Penalty: 2816.604492
	Iteration 30Q: 3 clusters Score -688367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -688379.875000 Penalty: 2816.604492
	Iteration 31Q: 3 clusters Score -688379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -688386.375000 Penalty: 2816.604492
	Iteration 32Q: 3 clusters Score -688386.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -688396.875000 Penalty: 2816.604492
	Iteration 33Q: 3 clusters Score -688396.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -688405.687500 Penalty: 2816.604492
	Iteration 34Q: 3 clusters Score -688405.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -688410.875000 Penalty: 2816.604492
	Iteration 35Q: 3 clusters Score -688410.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -688417.000000 Penalty: 2816.604492
	Iteration 36Q: 3 clusters Score -688417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -688420.000000 Penalty: 2816.604492
	Iteration 37Q: 3 clusters Score -688420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -688420.000000 Penalty: 2816.604492
	Iteration 38F: 3 clusters Score -688420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Entering Unmasked Estep 
Score: -488626.812500 Penalty: 1346.805176
	Iteration 0F: 2 clusters Score -488626.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -485301.843750 Penalty: 2693.610352
	Iteration 0F: 3 clusters Score -485301.8 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -486169.812500 Penalty: 2693.610352
	Iteration 1F: 3 clusters Score -486169.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -486363.468750 Penalty: 2693.610352
	Iteration 2F: 3 clusters Score -486363.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -486506.125000 Penalty: 2693.610352
	Iteration 3F: 3 clusters Score -486506.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -486612.562500 Penalty: 2693.610352
	Iteration 4Q: 3 clusters Score -486612.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -486683.687500 Penalty: 2693.610352
	Iteration 5Q: 3 clusters Score -486683.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -486736.687500 Penalty: 2693.610352
	Iteration 6Q: 3 clusters Score -486736.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -486784.093750 Penalty: 2693.610352
	Iteration 7Q: 3 clusters Score -486784.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -486819.968750 Penalty: 2693.610352
	Iteration 8Q: 3 clusters Score -486820 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -486859.156250 Penalty: 2693.610352
	Iteration 9Q: 3 clusters Score -486859.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -486904.281250 Penalty: 2693.610352
	Iteration 10Q: 3 clusters Score -486904.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -486937.250000 Penalty: 2693.610352
	Iteration 11Q: 3 clusters Score -486937.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -486969.875000 Penalty: 2693.610352
	Iteration 12Q: 3 clusters Score -486969.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -487000.906250 Penalty: 2693.610352
	Iteration 13Q: 3 clusters Score -487000.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -487030.406250 Penalty: 2693.610352
	Iteration 14Q: 3 clusters Score -487030.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -487061.031250 Penalty: 2693.610352
	Iteration 15Q: 3 clusters Score -487061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -487083.625000 Penalty: 2693.610352
	Iteration 16Q: 3 clusters Score -487083.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -487114.437500 Penalty: 2693.610352
	Iteration 17Q: 3 clusters Score -487114.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -487145.343750 Penalty: 2693.610352
	Iteration 18Q: 3 clusters Score -487145.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -487175.312500 Penalty: 2693.610352
	Iteration 19Q: 3 clusters Score -487175.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -487220.593750 Penalty: 2693.610352
	Iteration 20F: 3 clusters Score -487220.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -487273.093750 Penalty: 2693.610352
	Iteration 21Q: 3 clusters Score -487273.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -487325.812500 Penalty: 2693.610352
	Iteration 22Q: 3 clusters Score -487325.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -487382.468750 Penalty: 2693.610352
	Iteration 23Q: 3 clusters Score -487382.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -487451.000000 Penalty: 2693.610352
	Iteration 24Q: 3 clusters Score -487451 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -487504.125000 Penalty: 2693.610352
	Iteration 25Q: 3 clusters Score -487504.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -487540.218750 Penalty: 2693.610352
	Iteration 26Q: 3 clusters Score -487540.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -487581.875000 Penalty: 2693.610352
	Iteration 27Q: 3 clusters Score -487581.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -487620.062500 Penalty: 2693.610352
	Iteration 28Q: 3 clusters Score -487620.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -487659.531250 Penalty: 2693.610352
	Iteration 29Q: 3 clusters Score -487659.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -487694.562500 Penalty: 2693.610352
	Iteration 30Q: 3 clusters Score -487694.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -487712.718750 Penalty: 2693.610352
	Iteration 31Q: 3 clusters Score -487712.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -487721.187500 Penalty: 2693.610352
	Iteration 32Q: 3 clusters Score -487721.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -487729.718750 Penalty: 2693.610352
	Iteration 33Q: 3 clusters Score -487729.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -487737.218750 Penalty: 2693.610352
	Iteration 34Q: 3 clusters Score -487737.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -487741.656250 Penalty: 2693.610352
	Iteration 35Q: 3 clusters Score -487741.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -487745.937500 Penalty: 2693.610352
	Iteration 36Q: 3 clusters Score -487745.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -487753.781250 Penalty: 2693.610352
	Iteration 37Q: 3 clusters Score -487753.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -487757.656250 Penalty: 2693.610352
	Iteration 38Q: 3 clusters Score -487757.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -487763.500000 Penalty: 2693.610352
	Iteration 39Q: 3 clusters Score -487763.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -487766.312500 Penalty: 2693.610352
	Iteration 40F: 3 clusters Score -487766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -487766.656250 Penalty: 2693.610352
	Iteration 41Q: 3 clusters Score -487766.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -487767.500000 Penalty: 2693.610352
	Iteration 42Q: 3 clusters Score -487767.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -487767.500000 Penalty: 2693.610352
	Iteration 43F: 3 clusters Score -487767.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -31715.990234 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -31715.99 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 161 members 
Entering Unmasked Estep 
Score: -30915.158203 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -30915.16 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31058.037109 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -31058.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31115.845703 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -31115.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31220.929688 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -31220.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -31282.144531 Penalty: 1892.489868
	Iteration 4F: 3 clusters Score -31282.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -31335.607422 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -31335.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -31410.089844 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -31410.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -31424.054688 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -31424.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -31429.929688 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -31429.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -31431.976562 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -31431.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -31431.976562 Penalty: 1892.489868
	Iteration 10F: 3 clusters Score -31431.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -478662.031250 Penalty: 1349.922119
	Iteration 0F: 2 clusters Score -478662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -475287.031250 Penalty: 2699.844238
	Iteration 0F: 3 clusters Score -475287 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -476210.656250 Penalty: 2699.844238
	Iteration 1F: 3 clusters Score -476210.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -476370.687500 Penalty: 2699.844238
	Iteration 2F: 3 clusters Score -476370.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -476470.531250 Penalty: 2699.844238
	Iteration 3Q: 3 clusters Score -476470.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -476553.375000 Penalty: 2699.844238
	Iteration 4Q: 3 clusters Score -476553.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -476612.718750 Penalty: 2699.844238
	Iteration 5Q: 3 clusters Score -476612.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -476656.562500 Penalty: 2699.844238
	Iteration 6Q: 3 clusters Score -476656.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -476697.312500 Penalty: 2699.844238
	Iteration 7Q: 3 clusters Score -476697.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -476738.687500 Penalty: 2699.844238
	Iteration 8Q: 3 clusters Score -476738.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -476768.937500 Penalty: 2699.844238
	Iteration 9Q: 3 clusters Score -476768.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -476793.406250 Penalty: 2699.844238
	Iteration 10Q: 3 clusters Score -476793.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -476806.875000 Penalty: 2699.844238
	Iteration 11Q: 3 clusters Score -476806.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -476820.875000 Penalty: 2699.844238
	Iteration 12Q: 3 clusters Score -476820.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -476837.968750 Penalty: 2699.844238
	Iteration 13Q: 3 clusters Score -476838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -476849.125000 Penalty: 2699.844238
	Iteration 14Q: 3 clusters Score -476849.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -476859.062500 Penalty: 2699.844238
	Iteration 15Q: 3 clusters Score -476859.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -476865.156250 Penalty: 2699.844238
	Iteration 16Q: 3 clusters Score -476865.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -476870.250000 Penalty: 2699.844238
	Iteration 17Q: 3 clusters Score -476870.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -476876.781250 Penalty: 2699.844238
	Iteration 18Q: 3 clusters Score -476876.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -476884.187500 Penalty: 2699.844238
	Iteration 19Q: 3 clusters Score -476884.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -476894.281250 Penalty: 2699.844238
	Iteration 20F: 3 clusters Score -476894.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -476902.000000 Penalty: 2699.844238
	Iteration 21Q: 3 clusters Score -476902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -476907.500000 Penalty: 2699.844238
	Iteration 22Q: 3 clusters Score -476907.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -476914.968750 Penalty: 2699.844238
	Iteration 23Q: 3 clusters Score -476915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -476924.125000 Penalty: 2699.844238
	Iteration 24Q: 3 clusters Score -476924.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -476933.468750 Penalty: 2699.844238
	Iteration 25Q: 3 clusters Score -476933.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -476941.125000 Penalty: 2699.844238
	Iteration 26Q: 3 clusters Score -476941.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -476954.031250 Penalty: 2699.844238
	Iteration 27Q: 3 clusters Score -476954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -476966.250000 Penalty: 2699.844238
	Iteration 28Q: 3 clusters Score -476966.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -476977.875000 Penalty: 2699.844238
	Iteration 29Q: 3 clusters Score -476977.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -476987.281250 Penalty: 2699.844238
	Iteration 30Q: 3 clusters Score -476987.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -476997.062500 Penalty: 2699.844238
	Iteration 31Q: 3 clusters Score -476997.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -477006.531250 Penalty: 2699.844238
	Iteration 32Q: 3 clusters Score -477006.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -477014.468750 Penalty: 2699.844238
	Iteration 33Q: 3 clusters Score -477014.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -477026.000000 Penalty: 2699.844238
	Iteration 34Q: 3 clusters Score -477026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -477037.375000 Penalty: 2699.844238
	Iteration 35Q: 3 clusters Score -477037.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -477053.125000 Penalty: 2699.844238
	Iteration 36Q: 3 clusters Score -477053.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -477070.500000 Penalty: 2699.844238
	Iteration 37Q: 3 clusters Score -477070.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -477083.375000 Penalty: 2699.844238
	Iteration 38Q: 3 clusters Score -477083.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -477093.156250 Penalty: 2699.844238
	Iteration 39Q: 3 clusters Score -477093.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -477104.812500 Penalty: 2699.844238
	Iteration 40F: 3 clusters Score -477104.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -477114.000000 Penalty: 2699.844238
	Iteration 41Q: 3 clusters Score -477114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -477122.156250 Penalty: 2699.844238
	Iteration 42Q: 3 clusters Score -477122.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -477130.281250 Penalty: 2699.844238
	Iteration 43Q: 3 clusters Score -477130.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -477135.281250 Penalty: 2699.844238
	Iteration 44Q: 3 clusters Score -477135.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -477142.031250 Penalty: 2699.844238
	Iteration 45Q: 3 clusters Score -477142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -477146.843750 Penalty: 2699.844238
	Iteration 46Q: 3 clusters Score -477146.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -477149.343750 Penalty: 2699.844238
	Iteration 47Q: 3 clusters Score -477149.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -477153.156250 Penalty: 2699.844238
	Iteration 48Q: 3 clusters Score -477153.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -477157.750000 Penalty: 2699.844238
	Iteration 49Q: 3 clusters Score -477157.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -477159.281250 Penalty: 2699.844238
	Iteration 50Q: 3 clusters Score -477159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -477160.375000 Penalty: 2699.844238
	Iteration 51Q: 3 clusters Score -477160.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -477162.000000 Penalty: 2699.844238
	Iteration 52Q: 3 clusters Score -477162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -477162.468750 Penalty: 2699.844238
	Iteration 53Q: 3 clusters Score -477162.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -477163.625000 Penalty: 2699.844238
	Iteration 54Q: 3 clusters Score -477163.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -477165.781250 Penalty: 2699.844238
	Iteration 55Q: 3 clusters Score -477165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -477168.218750 Penalty: 2699.844238
	Iteration 56Q: 3 clusters Score -477168.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -477171.468750 Penalty: 2699.844238
	Iteration 57Q: 3 clusters Score -477171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -477173.968750 Penalty: 2699.844238
	Iteration 58Q: 3 clusters Score -477174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -477176.031250 Penalty: 2699.844238
	Iteration 59Q: 3 clusters Score -477176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -477180.250000 Penalty: 2699.844238
	Iteration 60F: 3 clusters Score -477180.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -477183.218750 Penalty: 2699.844238
	Iteration 61Q: 3 clusters Score -477183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -477186.468750 Penalty: 2699.844238
	Iteration 62Q: 3 clusters Score -477186.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -477189.031250 Penalty: 2699.844238
	Iteration 63Q: 3 clusters Score -477189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -477189.218750 Penalty: 2699.844238
	Iteration 64Q: 3 clusters Score -477189.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -477191.718750 Penalty: 2699.844238
	Iteration 65Q: 3 clusters Score -477191.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -477192.062500 Penalty: 2699.844238
	Iteration 66Q: 3 clusters Score -477192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -477193.281250 Penalty: 2699.844238
	Iteration 67Q: 3 clusters Score -477193.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -477194.281250 Penalty: 2699.844238
	Iteration 68Q: 3 clusters Score -477194.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -477194.875000 Penalty: 2699.844238
	Iteration 69Q: 3 clusters Score -477194.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -477196.156250 Penalty: 2699.844238
	Iteration 70Q: 3 clusters Score -477196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -477196.406250 Penalty: 2699.844238
	Iteration 71Q: 3 clusters Score -477196.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -477196.531250 Penalty: 2699.844238
	Iteration 72Q: 3 clusters Score -477196.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -477196.843750 Penalty: 2699.844238
	Iteration 73Q: 3 clusters Score -477196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -477198.250000 Penalty: 2699.844238
	Iteration 74Q: 3 clusters Score -477198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -477197.593750 Penalty: 2699.844238
	Iteration 75Q: 3 clusters Score -477197.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -477197.593750 Penalty: 2699.844238
	Iteration 76F: 3 clusters Score -477197.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17830.117188 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17830.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17227.947266 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -17227.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17313.718750 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -17313.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17345.542969 Penalty: 1696.615723
	Iteration 2Q: 3 clusters Score -17345.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17379.636719 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -17379.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17382.326172 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -17382.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17387.710938 Penalty: 1696.615723
	Iteration 5Q: 3 clusters Score -17387.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17393.847656 Penalty: 1696.615723
	Iteration 6Q: 3 clusters Score -17393.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17393.847656 Penalty: 1696.615723
	Iteration 7F: 3 clusters Score -17393.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Entering Unmasked Estep 
Score: -4824684.500000 Penalty: 1713.759033
	Iteration 0F: 2 clusters Score -4824684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -4799156.000000 Penalty: 3427.518066
	Iteration 0F: 3 clusters Score -4799156 nChanged 17583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4809329.000000 Penalty: 3427.518066
	Iteration 1F: 3 clusters Score -4809329 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4809966.000000 Penalty: 3427.518066
	Iteration 2Q: 3 clusters Score -4809966 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -4810766.000000 Penalty: 3427.518066
	Iteration 3Q: 3 clusters Score -4810766 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4811633.000000 Penalty: 3427.518066
	Iteration 4F: 3 clusters Score -4811633 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -4812639.500000 Penalty: 3427.518066
	Iteration 5F: 3 clusters Score -4812640 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -4813749.000000 Penalty: 3427.518066
	Iteration 6F: 3 clusters Score -4813749 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -4814956.500000 Penalty: 3427.518066
	Iteration 7F: 3 clusters Score -4814956 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -4816223.500000 Penalty: 3427.518066
	Iteration 8F: 3 clusters Score -4816224 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -4817551.500000 Penalty: 3427.518066
	Iteration 9F: 3 clusters Score -4817552 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4818771.000000 Penalty: 3427.518066
	Iteration 10Q: 3 clusters Score -4818771 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4820021.000000 Penalty: 3427.518066
	Iteration 11Q: 3 clusters Score -4820021 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4821132.000000 Penalty: 3427.518066
	Iteration 12Q: 3 clusters Score -4821132 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -4822011.500000 Penalty: 3427.518066
	Iteration 13Q: 3 clusters Score -4822012 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4822494.000000 Penalty: 3427.518066
	Iteration 14Q: 3 clusters Score -4822494 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -4822786.500000 Penalty: 3427.518066
	Iteration 15Q: 3 clusters Score -4822786 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -4822935.500000 Penalty: 3427.518066
	Iteration 16Q: 3 clusters Score -4822936 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -4823015.000000 Penalty: 3427.518066
	Iteration 17Q: 3 clusters Score -4823015 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -4823079.000000 Penalty: 3427.518066
	Iteration 18Q: 3 clusters Score -4823079 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -4823140.500000 Penalty: 3427.518066
	Iteration 19Q: 3 clusters Score -4823140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -4823165.000000 Penalty: 3427.518066
	Iteration 20F: 3 clusters Score -4823165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -4823188.000000 Penalty: 3427.518066
	Iteration 21Q: 3 clusters Score -4823188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -4823207.000000 Penalty: 3427.518066
	Iteration 22Q: 3 clusters Score -4823207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -4823219.000000 Penalty: 3427.518066
	Iteration 23Q: 3 clusters Score -4823219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -4823224.000000 Penalty: 3427.518066
	Iteration 24Q: 3 clusters Score -4823224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -4823235.500000 Penalty: 3427.518066
	Iteration 25Q: 3 clusters Score -4823236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -4823235.000000 Penalty: 3427.518066
	Iteration 26Q: 3 clusters Score -4823235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4823242.500000 Penalty: 3427.518066
	Iteration 27Q: 3 clusters Score -4823242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -4823251.000000 Penalty: 3427.518066
	Iteration 28Q: 3 clusters Score -4823251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -4823256.500000 Penalty: 3427.518066
	Iteration 29Q: 3 clusters Score -4823256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -4823257.000000 Penalty: 3427.518066
	Iteration 30Q: 3 clusters Score -4823257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -4823256.500000 Penalty: 3427.518066
	Iteration 31Q: 3 clusters Score -4823256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -4823265.500000 Penalty: 3427.518066
	Iteration 32Q: 3 clusters Score -4823266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -4823263.000000 Penalty: 3427.518066
	Iteration 33Q: 3 clusters Score -4823263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -4823276.000000 Penalty: 3427.518066
	Iteration 34Q: 3 clusters Score -4823276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -4823280.500000 Penalty: 3427.518066
	Iteration 35Q: 3 clusters Score -4823280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -4823272.000000 Penalty: 3427.518066
	Iteration 36Q: 3 clusters Score -4823272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -4823271.000000 Penalty: 3427.518066
	Iteration 37Q: 3 clusters Score -4823271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -4823272.500000 Penalty: 3427.518066
	Iteration 38Q: 3 clusters Score -4823272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -4823275.500000 Penalty: 3427.518066
	Iteration 39Q: 3 clusters Score -4823276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -4823273.500000 Penalty: 3427.518066
	Iteration 40F: 3 clusters Score -4823274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Entering Unmasked Estep 
Score: -876646.562500 Penalty: 1439.923340
	Iteration 0F: 2 clusters Score -876646.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -871314.562500 Penalty: 2879.846680
	Iteration 0F: 3 clusters Score -871314.6 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -872909.750000 Penalty: 2879.846680
	Iteration 1F: 3 clusters Score -872909.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -873093.875000 Penalty: 2879.846680
	Iteration 2F: 3 clusters Score -873093.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -873254.562500 Penalty: 2879.846680
	Iteration 3Q: 3 clusters Score -873254.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -873404.000000 Penalty: 2879.846680
	Iteration 4Q: 3 clusters Score -873404 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -873559.187500 Penalty: 2879.846680
	Iteration 5Q: 3 clusters Score -873559.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -873720.937500 Penalty: 2879.846680
	Iteration 6Q: 3 clusters Score -873720.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -873906.812500 Penalty: 2879.846680
	Iteration 7Q: 3 clusters Score -873906.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -874131.687500 Penalty: 2879.846680
	Iteration 8Q: 3 clusters Score -874131.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -874366.437500 Penalty: 2879.846680
	Iteration 9Q: 3 clusters Score -874366.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -874589.437500 Penalty: 2879.846680
	Iteration 10Q: 3 clusters Score -874589.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -874833.250000 Penalty: 2879.846680
	Iteration 11Q: 3 clusters Score -874833.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -875007.875000 Penalty: 2879.846680
	Iteration 12Q: 3 clusters Score -875007.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -875137.500000 Penalty: 2879.846680
	Iteration 13Q: 3 clusters Score -875137.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -875216.562500 Penalty: 2879.846680
	Iteration 14Q: 3 clusters Score -875216.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -875269.875000 Penalty: 2879.846680
	Iteration 15Q: 3 clusters Score -875269.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -875318.000000 Penalty: 2879.846680
	Iteration 16Q: 3 clusters Score -875318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -875340.562500 Penalty: 2879.846680
	Iteration 17Q: 3 clusters Score -875340.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -875355.562500 Penalty: 2879.846680
	Iteration 18Q: 3 clusters Score -875355.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -875362.937500 Penalty: 2879.846680
	Iteration 19Q: 3 clusters Score -875362.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -875369.625000 Penalty: 2879.846680
	Iteration 20F: 3 clusters Score -875369.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -875378.000000 Penalty: 2879.846680
	Iteration 21Q: 3 clusters Score -875378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -875384.437500 Penalty: 2879.846680
	Iteration 22Q: 3 clusters Score -875384.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -875389.687500 Penalty: 2879.846680
	Iteration 23Q: 3 clusters Score -875389.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -875393.812500 Penalty: 2879.846680
	Iteration 24Q: 3 clusters Score -875393.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -875398.000000 Penalty: 2879.846680
	Iteration 25Q: 3 clusters Score -875398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -875399.125000 Penalty: 2879.846680
	Iteration 26Q: 3 clusters Score -875399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -875400.125000 Penalty: 2879.846680
	Iteration 27Q: 3 clusters Score -875400.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -875400.500000 Penalty: 2879.846680
	Iteration 28Q: 3 clusters Score -875400.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -875402.437500 Penalty: 2879.846680
	Iteration 29Q: 3 clusters Score -875402.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -875409.687500 Penalty: 2879.846680
	Iteration 30Q: 3 clusters Score -875409.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -875412.375000 Penalty: 2879.846680
	Iteration 31Q: 3 clusters Score -875412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -875417.937500 Penalty: 2879.846680
	Iteration 32Q: 3 clusters Score -875417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -875419.062500 Penalty: 2879.846680
	Iteration 33Q: 3 clusters Score -875419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -875419.125000 Penalty: 2879.846680
	Iteration 34Q: 3 clusters Score -875419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -875419.125000 Penalty: 2879.846680
	Iteration 35F: 3 clusters Score -875419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Entering Unmasked Estep 
Score: -2536724.000000 Penalty: 1612.677979
	Iteration 0F: 2 clusters Score -2536724 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 10205 members 
Entering Unmasked Estep 
Score: -2522828.250000 Penalty: 3225.355957
	Iteration 0F: 3 clusters Score -2522828 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2527902.250000 Penalty: 3225.355957
	Iteration 1F: 3 clusters Score -2527902 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2528285.500000 Penalty: 3225.355957
	Iteration 2F: 3 clusters Score -2528286 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2528683.250000 Penalty: 3225.355957
	Iteration 3Q: 3 clusters Score -2528683 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2529093.500000 Penalty: 3225.355957
	Iteration 4Q: 3 clusters Score -2529094 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2529525.750000 Penalty: 3225.355957
	Iteration 5Q: 3 clusters Score -2529526 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2529969.750000 Penalty: 3225.355957
	Iteration 6Q: 3 clusters Score -2529970 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2530418.250000 Penalty: 3225.355957
	Iteration 7Q: 3 clusters Score -2530418 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2530898.500000 Penalty: 3225.355957
	Iteration 8Q: 3 clusters Score -2530898 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2531402.500000 Penalty: 3225.355957
	Iteration 9Q: 3 clusters Score -2531402 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2531925.500000 Penalty: 3225.355957
	Iteration 10Q: 3 clusters Score -2531926 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2532519.000000 Penalty: 3225.355957
	Iteration 11Q: 3 clusters Score -2532519 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2533108.500000 Penalty: 3225.355957
	Iteration 12Q: 3 clusters Score -2533108 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2533630.000000 Penalty: 3225.355957
	Iteration 13Q: 3 clusters Score -2533630 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2534055.750000 Penalty: 3225.355957
	Iteration 14Q: 3 clusters Score -2534056 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2534377.250000 Penalty: 3225.355957
	Iteration 15Q: 3 clusters Score -2534377 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2534638.000000 Penalty: 3225.355957
	Iteration 16Q: 3 clusters Score -2534638 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2534866.250000 Penalty: 3225.355957
	Iteration 17Q: 3 clusters Score -2534866 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2534999.500000 Penalty: 3225.355957
	Iteration 18Q: 3 clusters Score -2535000 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2535097.250000 Penalty: 3225.355957
	Iteration 19Q: 3 clusters Score -2535097 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2535178.500000 Penalty: 3225.355957
	Iteration 20F: 3 clusters Score -2535178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2535235.750000 Penalty: 3225.355957
	Iteration 21Q: 3 clusters Score -2535236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2535275.750000 Penalty: 3225.355957
	Iteration 22Q: 3 clusters Score -2535276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2535289.250000 Penalty: 3225.355957
	Iteration 23Q: 3 clusters Score -2535289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2535307.250000 Penalty: 3225.355957
	Iteration 24Q: 3 clusters Score -2535307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2535324.500000 Penalty: 3225.355957
	Iteration 25Q: 3 clusters Score -2535324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2535331.750000 Penalty: 3225.355957
	Iteration 26Q: 3 clusters Score -2535332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2535336.000000 Penalty: 3225.355957
	Iteration 27Q: 3 clusters Score -2535336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2535349.250000 Penalty: 3225.355957
	Iteration 28Q: 3 clusters Score -2535349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2535354.000000 Penalty: 3225.355957
	Iteration 29Q: 3 clusters Score -2535354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2535363.750000 Penalty: 3225.355957
	Iteration 30Q: 3 clusters Score -2535364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2535369.000000 Penalty: 3225.355957
	Iteration 31Q: 3 clusters Score -2535369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2535371.500000 Penalty: 3225.355957
	Iteration 32Q: 3 clusters Score -2535372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2535371.750000 Penalty: 3225.355957
	Iteration 33Q: 3 clusters Score -2535372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2535370.250000 Penalty: 3225.355957
	Iteration 34Q: 3 clusters Score -2535370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2535370.250000 Penalty: 3225.355957
	Iteration 35F: 3 clusters Score -2535370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Entering Unmasked Estep 
Score: -2022702.125000 Penalty: 1581.447876
	Iteration 0F: 2 clusters Score -2022702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2011136.500000 Penalty: 3162.895752
	Iteration 0F: 3 clusters Score -2011136 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2015346.250000 Penalty: 3162.895752
	Iteration 1F: 3 clusters Score -2015346 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2015712.375000 Penalty: 3162.895752
	Iteration 2F: 3 clusters Score -2015712 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2016028.500000 Penalty: 3162.895752
	Iteration 3Q: 3 clusters Score -2016028 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2016332.375000 Penalty: 3162.895752
	Iteration 4Q: 3 clusters Score -2016332 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2016666.875000 Penalty: 3162.895752
	Iteration 5Q: 3 clusters Score -2016667 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2017029.875000 Penalty: 3162.895752
	Iteration 6Q: 3 clusters Score -2017030 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2017474.750000 Penalty: 3162.895752
	Iteration 7Q: 3 clusters Score -2017475 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2017973.500000 Penalty: 3162.895752
	Iteration 8Q: 3 clusters Score -2017974 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2018567.375000 Penalty: 3162.895752
	Iteration 9F: 3 clusters Score -2018567 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2019123.250000 Penalty: 3162.895752
	Iteration 10Q: 3 clusters Score -2019123 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2019642.000000 Penalty: 3162.895752
	Iteration 11Q: 3 clusters Score -2019642 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2020051.000000 Penalty: 3162.895752
	Iteration 12Q: 3 clusters Score -2020051 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2020352.625000 Penalty: 3162.895752
	Iteration 13Q: 3 clusters Score -2020353 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2020590.000000 Penalty: 3162.895752
	Iteration 14Q: 3 clusters Score -2020590 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2020778.375000 Penalty: 3162.895752
	Iteration 15Q: 3 clusters Score -2020778 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2020941.125000 Penalty: 3162.895752
	Iteration 16Q: 3 clusters Score -2020941 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2021105.250000 Penalty: 3162.895752
	Iteration 17Q: 3 clusters Score -2021105 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2021239.250000 Penalty: 3162.895752
	Iteration 18Q: 3 clusters Score -2021239 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2021319.000000 Penalty: 3162.895752
	Iteration 19Q: 3 clusters Score -2021319 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2021371.625000 Penalty: 3162.895752
	Iteration 20F: 3 clusters Score -2021372 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2021406.500000 Penalty: 3162.895752
	Iteration 21Q: 3 clusters Score -2021406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2021432.625000 Penalty: 3162.895752
	Iteration 22Q: 3 clusters Score -2021433 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2021445.625000 Penalty: 3162.895752
	Iteration 23Q: 3 clusters Score -2021446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2021456.875000 Penalty: 3162.895752
	Iteration 24Q: 3 clusters Score -2021457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2021463.000000 Penalty: 3162.895752
	Iteration 25Q: 3 clusters Score -2021463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2021469.250000 Penalty: 3162.895752
	Iteration 26Q: 3 clusters Score -2021469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2021475.125000 Penalty: 3162.895752
	Iteration 27Q: 3 clusters Score -2021475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2021480.000000 Penalty: 3162.895752
	Iteration 28Q: 3 clusters Score -2021480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2021483.625000 Penalty: 3162.895752
	Iteration 29Q: 3 clusters Score -2021484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2021497.000000 Penalty: 3162.895752
	Iteration 30Q: 3 clusters Score -2021497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2021499.875000 Penalty: 3162.895752
	Iteration 31Q: 3 clusters Score -2021500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2021505.625000 Penalty: 3162.895752
	Iteration 32Q: 3 clusters Score -2021506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2021510.750000 Penalty: 3162.895752
	Iteration 33Q: 3 clusters Score -2021511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2021514.375000 Penalty: 3162.895752
	Iteration 34Q: 3 clusters Score -2021514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2021515.375000 Penalty: 3162.895752
	Iteration 35Q: 3 clusters Score -2021515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2021520.500000 Penalty: 3162.895752
	Iteration 36Q: 3 clusters Score -2021520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2021520.375000 Penalty: 3162.895752
	Iteration 37Q: 3 clusters Score -2021520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2021521.375000 Penalty: 3162.895752
	Iteration 38Q: 3 clusters Score -2021521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2021521.625000 Penalty: 3162.895752
	Iteration 39Q: 3 clusters Score -2021522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2021521.375000 Penalty: 3162.895752
	Iteration 40F: 3 clusters Score -2021521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -487937.687500 Penalty: 1349.922119
	Iteration 0F: 2 clusters Score -487937.7 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 2033 members 
Entering Unmasked Estep 
Score: -484573.718750 Penalty: 2699.844238
	Iteration 0F: 3 clusters Score -484573.7 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -485436.093750 Penalty: 2699.844238
	Iteration 1F: 3 clusters Score -485436.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -485601.750000 Penalty: 2699.844238
	Iteration 2F: 3 clusters Score -485601.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -485707.125000 Penalty: 2699.844238
	Iteration 3F: 3 clusters Score -485707.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -485791.625000 Penalty: 2699.844238
	Iteration 4Q: 3 clusters Score -485791.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -485866.500000 Penalty: 2699.844238
	Iteration 5Q: 3 clusters Score -485866.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -485931.406250 Penalty: 2699.844238
	Iteration 6Q: 3 clusters Score -485931.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -485998.812500 Penalty: 2699.844238
	Iteration 7Q: 3 clusters Score -485998.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -486063.343750 Penalty: 2699.844238
	Iteration 8Q: 3 clusters Score -486063.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -486111.781250 Penalty: 2699.844238
	Iteration 9Q: 3 clusters Score -486111.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -486151.500000 Penalty: 2699.844238
	Iteration 10Q: 3 clusters Score -486151.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -486193.750000 Penalty: 2699.844238
	Iteration 11Q: 3 clusters Score -486193.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -486239.343750 Penalty: 2699.844238
	Iteration 12Q: 3 clusters Score -486239.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -486294.156250 Penalty: 2699.844238
	Iteration 13Q: 3 clusters Score -486294.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -486345.437500 Penalty: 2699.844238
	Iteration 14Q: 3 clusters Score -486345.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -486380.218750 Penalty: 2699.844238
	Iteration 15Q: 3 clusters Score -486380.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -486415.281250 Penalty: 2699.844238
	Iteration 16Q: 3 clusters Score -486415.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -486447.031250 Penalty: 2699.844238
	Iteration 17Q: 3 clusters Score -486447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -486470.531250 Penalty: 2699.844238
	Iteration 18Q: 3 clusters Score -486470.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -486495.968750 Penalty: 2699.844238
	Iteration 19Q: 3 clusters Score -486496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -486516.031250 Penalty: 2699.844238
	Iteration 20F: 3 clusters Score -486516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -486533.937500 Penalty: 2699.844238
	Iteration 21Q: 3 clusters Score -486533.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -486555.031250 Penalty: 2699.844238
	Iteration 22Q: 3 clusters Score -486555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -486566.687500 Penalty: 2699.844238
	Iteration 23Q: 3 clusters Score -486566.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -486586.562500 Penalty: 2699.844238
	Iteration 24Q: 3 clusters Score -486586.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -486609.156250 Penalty: 2699.844238
	Iteration 25Q: 3 clusters Score -486609.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -486628.531250 Penalty: 2699.844238
	Iteration 26Q: 3 clusters Score -486628.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -486647.437500 Penalty: 2699.844238
	Iteration 27Q: 3 clusters Score -486647.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -486669.031250 Penalty: 2699.844238
	Iteration 28Q: 3 clusters Score -486669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -486691.843750 Penalty: 2699.844238
	Iteration 29Q: 3 clusters Score -486691.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -486705.062500 Penalty: 2699.844238
	Iteration 30Q: 3 clusters Score -486705.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -486720.906250 Penalty: 2699.844238
	Iteration 31Q: 3 clusters Score -486720.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -486731.468750 Penalty: 2699.844238
	Iteration 32Q: 3 clusters Score -486731.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -486738.375000 Penalty: 2699.844238
	Iteration 33Q: 3 clusters Score -486738.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -486743.656250 Penalty: 2699.844238
	Iteration 34Q: 3 clusters Score -486743.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -486746.031250 Penalty: 2699.844238
	Iteration 35Q: 3 clusters Score -486746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -486747.562500 Penalty: 2699.844238
	Iteration 36Q: 3 clusters Score -486747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -486749.375000 Penalty: 2699.844238
	Iteration 37Q: 3 clusters Score -486749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -486752.562500 Penalty: 2699.844238
	Iteration 38Q: 3 clusters Score -486752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -486753.687500 Penalty: 2699.844238
	Iteration 39Q: 3 clusters Score -486753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -486755.968750 Penalty: 2699.844238
	Iteration 40F: 3 clusters Score -486756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -486757.812500 Penalty: 2699.844238
	Iteration 41Q: 3 clusters Score -486757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -486760.531250 Penalty: 2699.844238
	Iteration 42Q: 3 clusters Score -486760.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -486762.531250 Penalty: 2699.844238
	Iteration 43Q: 3 clusters Score -486762.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -486764.343750 Penalty: 2699.844238
	Iteration 44Q: 3 clusters Score -486764.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -486768.562500 Penalty: 2699.844238
	Iteration 45Q: 3 clusters Score -486768.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -486772.906250 Penalty: 2699.844238
	Iteration 46Q: 3 clusters Score -486772.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -486776.562500 Penalty: 2699.844238
	Iteration 47Q: 3 clusters Score -486776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -486777.062500 Penalty: 2699.844238
	Iteration 48Q: 3 clusters Score -486777.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -486779.062500 Penalty: 2699.844238
	Iteration 49Q: 3 clusters Score -486779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -486780.562500 Penalty: 2699.844238
	Iteration 50Q: 3 clusters Score -486780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -486780.187500 Penalty: 2699.844238
	Iteration 51Q: 3 clusters Score -486780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -486780.687500 Penalty: 2699.844238
	Iteration 52Q: 3 clusters Score -486780.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -486780.687500 Penalty: 2699.844238
	Iteration 53F: 3 clusters Score -486780.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -304437.031250 Penalty: 1278.155396
	Iteration 0F: 2 clusters Score -304437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -301982.312500 Penalty: 2556.310791
	Iteration 0F: 3 clusters Score -301982.3 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -302634.625000 Penalty: 2556.310791
	Iteration 1F: 3 clusters Score -302634.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -302814.343750 Penalty: 2556.310791
	Iteration 2F: 3 clusters Score -302814.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -302960.843750 Penalty: 2556.310791
	Iteration 3F: 3 clusters Score -302960.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -303066.250000 Penalty: 2556.310791
	Iteration 4Q: 3 clusters Score -303066.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -303163.437500 Penalty: 2556.310791
	Iteration 5Q: 3 clusters Score -303163.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -303238.843750 Penalty: 2556.310791
	Iteration 6Q: 3 clusters Score -303238.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -303315.343750 Penalty: 2556.310791
	Iteration 7Q: 3 clusters Score -303315.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -303379.875000 Penalty: 2556.310791
	Iteration 8Q: 3 clusters Score -303379.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -303424.375000 Penalty: 2556.310791
	Iteration 9Q: 3 clusters Score -303424.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -303450.281250 Penalty: 2556.310791
	Iteration 10Q: 3 clusters Score -303450.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -303466.343750 Penalty: 2556.310791
	Iteration 11Q: 3 clusters Score -303466.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -303477.281250 Penalty: 2556.310791
	Iteration 12Q: 3 clusters Score -303477.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -303481.812500 Penalty: 2556.310791
	Iteration 13Q: 3 clusters Score -303481.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -303484.281250 Penalty: 2556.310791
	Iteration 14Q: 3 clusters Score -303484.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -303486.031250 Penalty: 2556.310791
	Iteration 15Q: 3 clusters Score -303486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -303488.750000 Penalty: 2556.310791
	Iteration 16Q: 3 clusters Score -303488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -303490.531250 Penalty: 2556.310791
	Iteration 17Q: 3 clusters Score -303490.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -303494.437500 Penalty: 2556.310791
	Iteration 18Q: 3 clusters Score -303494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -303494.562500 Penalty: 2556.310791
	Iteration 19Q: 3 clusters Score -303494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -303495.468750 Penalty: 2556.310791
	Iteration 20F: 3 clusters Score -303495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -303496.812500 Penalty: 2556.310791
	Iteration 21Q: 3 clusters Score -303496.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -303498.187500 Penalty: 2556.310791
	Iteration 22Q: 3 clusters Score -303498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -303501.343750 Penalty: 2556.310791
	Iteration 23Q: 3 clusters Score -303501.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -303504.875000 Penalty: 2556.310791
	Iteration 24Q: 3 clusters Score -303504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -303507.531250 Penalty: 2556.310791
	Iteration 25Q: 3 clusters Score -303507.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -303510.250000 Penalty: 2556.310791
	Iteration 26Q: 3 clusters Score -303510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -303514.625000 Penalty: 2556.310791
	Iteration 27Q: 3 clusters Score -303514.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -303518.437500 Penalty: 2556.310791
	Iteration 28Q: 3 clusters Score -303518.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -303520.875000 Penalty: 2556.310791
	Iteration 29Q: 3 clusters Score -303520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -303522.281250 Penalty: 2556.310791
	Iteration 30Q: 3 clusters Score -303522.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -303525.218750 Penalty: 2556.310791
	Iteration 31Q: 3 clusters Score -303525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -303526.718750 Penalty: 2556.310791
	Iteration 32Q: 3 clusters Score -303526.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -303527.375000 Penalty: 2556.310791
	Iteration 33Q: 3 clusters Score -303527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -303527.968750 Penalty: 2556.310791
	Iteration 34Q: 3 clusters Score -303528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -303529.625000 Penalty: 2556.310791
	Iteration 35Q: 3 clusters Score -303529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -303530.687500 Penalty: 2556.310791
	Iteration 36Q: 3 clusters Score -303530.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -303531.375000 Penalty: 2556.310791
	Iteration 37Q: 3 clusters Score -303531.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -303531.750000 Penalty: 2556.310791
	Iteration 38Q: 3 clusters Score -303531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -303531.750000 Penalty: 2556.310791
	Iteration 39F: 3 clusters Score -303531.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -188479.328125 Penalty: 1193.306763
	Iteration 0F: 2 clusters Score -188479.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -186648.671875 Penalty: 2386.613525
	Iteration 0F: 3 clusters Score -186648.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -186976.406250 Penalty: 2386.613525
	Iteration 1F: 3 clusters Score -186976.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -187064.562500 Penalty: 2386.613525
	Iteration 2F: 3 clusters Score -187064.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -187103.875000 Penalty: 2386.613525
	Iteration 3Q: 3 clusters Score -187103.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -187130.843750 Penalty: 2386.613525
	Iteration 4Q: 3 clusters Score -187130.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -187144.843750 Penalty: 2386.613525
	Iteration 5Q: 3 clusters Score -187144.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -187155.156250 Penalty: 2386.613525
	Iteration 6Q: 3 clusters Score -187155.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -187161.156250 Penalty: 2386.613525
	Iteration 7Q: 3 clusters Score -187161.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -187165.437500 Penalty: 2386.613525
	Iteration 8Q: 3 clusters Score -187165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -187173.468750 Penalty: 2386.613525
	Iteration 9Q: 3 clusters Score -187173.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -187179.421875 Penalty: 2386.613525
	Iteration 10Q: 3 clusters Score -187179.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -187183.890625 Penalty: 2386.613525
	Iteration 11Q: 3 clusters Score -187183.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -187187.953125 Penalty: 2386.613525
	Iteration 12Q: 3 clusters Score -187188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -187190.375000 Penalty: 2386.613525
	Iteration 13Q: 3 clusters Score -187190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -187191.890625 Penalty: 2386.613525
	Iteration 14Q: 3 clusters Score -187191.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -187193.484375 Penalty: 2386.613525
	Iteration 15Q: 3 clusters Score -187193.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -187195.593750 Penalty: 2386.613525
	Iteration 16Q: 3 clusters Score -187195.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -187199.328125 Penalty: 2386.613525
	Iteration 17Q: 3 clusters Score -187199.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -187204.937500 Penalty: 2386.613525
	Iteration 18Q: 3 clusters Score -187204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -187206.234375 Penalty: 2386.613525
	Iteration 19Q: 3 clusters Score -187206.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -187210.859375 Penalty: 2386.613525
	Iteration 20F: 3 clusters Score -187210.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -187215.515625 Penalty: 2386.613525
	Iteration 21Q: 3 clusters Score -187215.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -187219.265625 Penalty: 2386.613525
	Iteration 22Q: 3 clusters Score -187219.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -187220.859375 Penalty: 2386.613525
	Iteration 23Q: 3 clusters Score -187220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -187223.640625 Penalty: 2386.613525
	Iteration 24Q: 3 clusters Score -187223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -187227.031250 Penalty: 2386.613525
	Iteration 25Q: 3 clusters Score -187227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -187229.609375 Penalty: 2386.613525
	Iteration 26Q: 3 clusters Score -187229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -187232.140625 Penalty: 2386.613525
	Iteration 27Q: 3 clusters Score -187232.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -187239.718750 Penalty: 2386.613525
	Iteration 28Q: 3 clusters Score -187239.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -187244.171875 Penalty: 2386.613525
	Iteration 29Q: 3 clusters Score -187244.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -187246.406250 Penalty: 2386.613525
	Iteration 30Q: 3 clusters Score -187246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -187247.687500 Penalty: 2386.613525
	Iteration 31Q: 3 clusters Score -187247.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -187248.609375 Penalty: 2386.613525
	Iteration 32Q: 3 clusters Score -187248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -187249.078125 Penalty: 2386.613525
	Iteration 33Q: 3 clusters Score -187249.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -187249.078125 Penalty: 2386.613525
	Iteration 34F: 3 clusters Score -187249.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Entering Unmasked Estep 
Score: -357565.500000 Penalty: 1296.419800
	Iteration 0F: 2 clusters Score -357565.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -354895.093750 Penalty: 2592.839600
	Iteration 0F: 3 clusters Score -354895.1 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -355549.375000 Penalty: 2592.839600
	Iteration 1F: 3 clusters Score -355549.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -355729.375000 Penalty: 2592.839600
	Iteration 2F: 3 clusters Score -355729.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -355892.781250 Penalty: 2592.839600
	Iteration 3F: 3 clusters Score -355892.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -356053.156250 Penalty: 2592.839600
	Iteration 4F: 3 clusters Score -356053.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -356173.062500 Penalty: 2592.839600
	Iteration 5F: 3 clusters Score -356173.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -356281.468750 Penalty: 2592.839600
	Iteration 6Q: 3 clusters Score -356281.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -356389.593750 Penalty: 2592.839600
	Iteration 7Q: 3 clusters Score -356389.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -356515.218750 Penalty: 2592.839600
	Iteration 8Q: 3 clusters Score -356515.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -356644.906250 Penalty: 2592.839600
	Iteration 9Q: 3 clusters Score -356644.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -356744.875000 Penalty: 2592.839600
	Iteration 10Q: 3 clusters Score -356744.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -356826.031250 Penalty: 2592.839600
	Iteration 11Q: 3 clusters Score -356826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -356878.812500 Penalty: 2592.839600
	Iteration 12Q: 3 clusters Score -356878.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -356922.718750 Penalty: 2592.839600
	Iteration 13Q: 3 clusters Score -356922.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -356976.125000 Penalty: 2592.839600
	Iteration 14Q: 3 clusters Score -356976.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -357049.812500 Penalty: 2592.839600
	Iteration 15Q: 3 clusters Score -357049.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -357088.812500 Penalty: 2592.839600
	Iteration 16Q: 3 clusters Score -357088.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -357107.437500 Penalty: 2592.839600
	Iteration 17Q: 3 clusters Score -357107.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -357121.312500 Penalty: 2592.839600
	Iteration 18Q: 3 clusters Score -357121.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -357133.875000 Penalty: 2592.839600
	Iteration 19Q: 3 clusters Score -357133.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -357142.562500 Penalty: 2592.839600
	Iteration 20F: 3 clusters Score -357142.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -357153.156250 Penalty: 2592.839600
	Iteration 21Q: 3 clusters Score -357153.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -357169.500000 Penalty: 2592.839600
	Iteration 22Q: 3 clusters Score -357169.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -357192.750000 Penalty: 2592.839600
	Iteration 23Q: 3 clusters Score -357192.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -357206.437500 Penalty: 2592.839600
	Iteration 24Q: 3 clusters Score -357206.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -357214.281250 Penalty: 2592.839600
	Iteration 25Q: 3 clusters Score -357214.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -357223.593750 Penalty: 2592.839600
	Iteration 26Q: 3 clusters Score -357223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -357225.843750 Penalty: 2592.839600
	Iteration 27Q: 3 clusters Score -357225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -357228.937500 Penalty: 2592.839600
	Iteration 28Q: 3 clusters Score -357228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -357230.593750 Penalty: 2592.839600
	Iteration 29Q: 3 clusters Score -357230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -357231.218750 Penalty: 2592.839600
	Iteration 30Q: 3 clusters Score -357231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -357231.812500 Penalty: 2592.839600
	Iteration 31Q: 3 clusters Score -357231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -357231.500000 Penalty: 2592.839600
	Iteration 32Q: 3 clusters Score -357231.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -357232.250000 Penalty: 2592.839600
	Iteration 33Q: 3 clusters Score -357232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -357232.250000 Penalty: 2592.839600
	Iteration 34F: 3 clusters Score -357232.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -133905.125000 Penalty: 1153.620239
	Iteration 0F: 2 clusters Score -133905.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -132296.015625 Penalty: 2307.240479
	Iteration 0F: 3 clusters Score -132296 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -132636.343750 Penalty: 2307.240479
	Iteration 1F: 3 clusters Score -132636.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -132747.812500 Penalty: 2307.240479
	Iteration 2F: 3 clusters Score -132747.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -132815.125000 Penalty: 2307.240479
	Iteration 3F: 3 clusters Score -132815.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -132860.000000 Penalty: 2307.240479
	Iteration 4Q: 3 clusters Score -132860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -132897.265625 Penalty: 2307.240479
	Iteration 5Q: 3 clusters Score -132897.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -132925.968750 Penalty: 2307.240479
	Iteration 6Q: 3 clusters Score -132926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -132945.781250 Penalty: 2307.240479
	Iteration 7Q: 3 clusters Score -132945.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -132968.640625 Penalty: 2307.240479
	Iteration 8Q: 3 clusters Score -132968.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -132982.453125 Penalty: 2307.240479
	Iteration 9Q: 3 clusters Score -132982.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -132991.328125 Penalty: 2307.240479
	Iteration 10Q: 3 clusters Score -132991.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -132999.000000 Penalty: 2307.240479
	Iteration 11Q: 3 clusters Score -132999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -133006.156250 Penalty: 2307.240479
	Iteration 12Q: 3 clusters Score -133006.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -133016.062500 Penalty: 2307.240479
	Iteration 13Q: 3 clusters Score -133016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -133026.640625 Penalty: 2307.240479
	Iteration 14Q: 3 clusters Score -133026.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -133039.796875 Penalty: 2307.240479
	Iteration 15Q: 3 clusters Score -133039.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -133048.640625 Penalty: 2307.240479
	Iteration 16Q: 3 clusters Score -133048.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -133058.187500 Penalty: 2307.240479
	Iteration 17Q: 3 clusters Score -133058.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -133064.921875 Penalty: 2307.240479
	Iteration 18Q: 3 clusters Score -133064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -133076.859375 Penalty: 2307.240479
	Iteration 19Q: 3 clusters Score -133076.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -133094.078125 Penalty: 2307.240479
	Iteration 20F: 3 clusters Score -133094.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -133115.593750 Penalty: 2307.240479
	Iteration 21Q: 3 clusters Score -133115.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -133135.218750 Penalty: 2307.240479
	Iteration 22Q: 3 clusters Score -133135.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -133149.515625 Penalty: 2307.240479
	Iteration 23Q: 3 clusters Score -133149.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -133157.781250 Penalty: 2307.240479
	Iteration 24Q: 3 clusters Score -133157.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -133161.312500 Penalty: 2307.240479
	Iteration 25Q: 3 clusters Score -133161.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -133168.687500 Penalty: 2307.240479
	Iteration 26Q: 3 clusters Score -133168.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -133176.406250 Penalty: 2307.240479
	Iteration 27Q: 3 clusters Score -133176.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -133185.203125 Penalty: 2307.240479
	Iteration 28Q: 3 clusters Score -133185.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -133206.093750 Penalty: 2307.240479
	Iteration 29Q: 3 clusters Score -133206.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -133224.828125 Penalty: 2307.240479
	Iteration 30Q: 3 clusters Score -133224.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -133236.312500 Penalty: 2307.240479
	Iteration 31Q: 3 clusters Score -133236.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -133249.828125 Penalty: 2307.240479
	Iteration 32Q: 3 clusters Score -133249.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -133263.843750 Penalty: 2307.240479
	Iteration 33Q: 3 clusters Score -133263.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -133276.406250 Penalty: 2307.240479
	Iteration 34Q: 3 clusters Score -133276.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -133281.421875 Penalty: 2307.240479
	Iteration 35Q: 3 clusters Score -133281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -133283.078125 Penalty: 2307.240479
	Iteration 36Q: 3 clusters Score -133283.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -133283.078125 Penalty: 2307.240479
	Iteration 37F: 3 clusters Score -133283.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Entering Unmasked Estep 
Score: -739310.937500 Penalty: 1413.616943
	Iteration 0F: 2 clusters Score -739310.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -734658.375000 Penalty: 2827.233887
	Iteration 0F: 3 clusters Score -734658.4 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -735948.125000 Penalty: 2827.233887
	Iteration 1F: 3 clusters Score -735948.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -736183.125000 Penalty: 2827.233887
	Iteration 2F: 3 clusters Score -736183.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -736408.250000 Penalty: 2827.233887
	Iteration 3F: 3 clusters Score -736408.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -736630.125000 Penalty: 2827.233887
	Iteration 4F: 3 clusters Score -736630.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -736833.437500 Penalty: 2827.233887
	Iteration 5F: 3 clusters Score -736833.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -737002.312500 Penalty: 2827.233887
	Iteration 6Q: 3 clusters Score -737002.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -737170.062500 Penalty: 2827.233887
	Iteration 7Q: 3 clusters Score -737170.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -737347.875000 Penalty: 2827.233887
	Iteration 8Q: 3 clusters Score -737347.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -737529.062500 Penalty: 2827.233887
	Iteration 9Q: 3 clusters Score -737529.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -737676.437500 Penalty: 2827.233887
	Iteration 10Q: 3 clusters Score -737676.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -737783.187500 Penalty: 2827.233887
	Iteration 11Q: 3 clusters Score -737783.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -737865.937500 Penalty: 2827.233887
	Iteration 12Q: 3 clusters Score -737865.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -737917.062500 Penalty: 2827.233887
	Iteration 13Q: 3 clusters Score -737917.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -737957.250000 Penalty: 2827.233887
	Iteration 14Q: 3 clusters Score -737957.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -737992.875000 Penalty: 2827.233887
	Iteration 15Q: 3 clusters Score -737992.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -738015.562500 Penalty: 2827.233887
	Iteration 16Q: 3 clusters Score -738015.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -738026.562500 Penalty: 2827.233887
	Iteration 17Q: 3 clusters Score -738026.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -738033.312500 Penalty: 2827.233887
	Iteration 18Q: 3 clusters Score -738033.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -738041.125000 Penalty: 2827.233887
	Iteration 19Q: 3 clusters Score -738041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -738044.937500 Penalty: 2827.233887
	Iteration 20F: 3 clusters Score -738044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -738047.187500 Penalty: 2827.233887
	Iteration 21Q: 3 clusters Score -738047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -738049.875000 Penalty: 2827.233887
	Iteration 22Q: 3 clusters Score -738049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -738051.875000 Penalty: 2827.233887
	Iteration 23Q: 3 clusters Score -738051.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -738054.937500 Penalty: 2827.233887
	Iteration 24Q: 3 clusters Score -738054.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -738061.250000 Penalty: 2827.233887
	Iteration 25Q: 3 clusters Score -738061.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -738068.687500 Penalty: 2827.233887
	Iteration 26Q: 3 clusters Score -738068.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -738075.562500 Penalty: 2827.233887
	Iteration 27Q: 3 clusters Score -738075.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -738080.437500 Penalty: 2827.233887
	Iteration 28Q: 3 clusters Score -738080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -738083.812500 Penalty: 2827.233887
	Iteration 29Q: 3 clusters Score -738083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -738089.250000 Penalty: 2827.233887
	Iteration 30Q: 3 clusters Score -738089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -738091.562500 Penalty: 2827.233887
	Iteration 31Q: 3 clusters Score -738091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -738094.500000 Penalty: 2827.233887
	Iteration 32Q: 3 clusters Score -738094.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -738098.062500 Penalty: 2827.233887
	Iteration 33Q: 3 clusters Score -738098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -738098.937500 Penalty: 2827.233887
	Iteration 34Q: 3 clusters Score -738098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -738098.937500 Penalty: 2827.233887
	Iteration 35F: 3 clusters Score -738098.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (75282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Entering Unmasked Estep 
Score: -9376961.000000 Penalty: 1824.711914
	Iteration 0F: 2 clusters Score -9376961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -9329496.000000 Penalty: 3649.423828
	Iteration 0F: 3 clusters Score -9329496 nChanged 35678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -9350013.000000 Penalty: 3649.423828
	Iteration 1F: 3 clusters Score -9350013 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -9351152.000000 Penalty: 3649.423828
	Iteration 2Q: 3 clusters Score -9351152 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -9353017.000000 Penalty: 3649.423828
	Iteration 3F: 3 clusters Score -9353017 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -9356252.000000 Penalty: 3649.423828
	Iteration 4F: 3 clusters Score -9356252 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -9361322.000000 Penalty: 3649.423828
	Iteration 5F: 3 clusters Score -9361322 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -9366809.000000 Penalty: 3649.423828
	Iteration 6F: 3 clusters Score -9366809 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -9371093.000000 Penalty: 3649.423828
	Iteration 7F: 3 clusters Score -9371093 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -9373417.000000 Penalty: 3649.423828
	Iteration 8Q: 3 clusters Score -9373417 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74004 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -9374501.000000 Penalty: 3649.423828
	Iteration 9Q: 3 clusters Score -9374501 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74550 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9374950.000000 Penalty: 3649.423828
	Iteration 10Q: 3 clusters Score -9374950 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9375113.000000 Penalty: 3649.423828
	Iteration 11Q: 3 clusters Score -9375113 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74857 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9375210.000000 Penalty: 3649.423828
	Iteration 12Q: 3 clusters Score -9375210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9375285.000000 Penalty: 3649.423828
	Iteration 13Q: 3 clusters Score -9375285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9375306.000000 Penalty: 3649.423828
	Iteration 14Q: 3 clusters Score -9375306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9375326.000000 Penalty: 3649.423828
	Iteration 15Q: 3 clusters Score -9375326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9375356.000000 Penalty: 3649.423828
	Iteration 16Q: 3 clusters Score -9375356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74960 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9375363.000000 Penalty: 3649.423828
	Iteration 17Q: 3 clusters Score -9375363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9375391.000000 Penalty: 3649.423828
	Iteration 18Q: 3 clusters Score -9375391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9375390.000000 Penalty: 3649.423828
	Iteration 19Q: 3 clusters Score -9375390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9375393.000000 Penalty: 3649.423828
	Iteration 20F: 3 clusters Score -9375393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74974 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9375401.000000 Penalty: 3649.423828
	Iteration 21Q: 3 clusters Score -9375401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9375400.000000 Penalty: 3649.423828
	Iteration 22Q: 3 clusters Score -9375400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9375402.000000 Penalty: 3649.423828
	Iteration 23Q: 3 clusters Score -9375402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74981 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9375406.000000 Penalty: 3649.423828
	Iteration 24Q: 3 clusters Score -9375406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74982 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9375406.000000 Penalty: 3649.423828
	Iteration 25Q: 3 clusters Score -9375406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74983 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9375407.000000 Penalty: 3649.423828
	Iteration 26Q: 3 clusters Score -9375407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9375414.000000 Penalty: 3649.423828
	Iteration 27Q: 3 clusters Score -9375414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74985 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9375418.000000 Penalty: 3649.423828
	Iteration 28Q: 3 clusters Score -9375418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9375420.000000 Penalty: 3649.423828
	Iteration 29Q: 3 clusters Score -9375420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74987 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9375419.000000 Penalty: 3649.423828
	Iteration 30Q: 3 clusters Score -9375419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74989 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9375426.000000 Penalty: 3649.423828
	Iteration 31Q: 3 clusters Score -9375426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74993 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9375430.000000 Penalty: 3649.423828
	Iteration 32Q: 3 clusters Score -9375430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74993 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9375435.000000 Penalty: 3649.423828
	Iteration 33Q: 3 clusters Score -9375435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9375432.000000 Penalty: 3649.423828
	Iteration 34Q: 3 clusters Score -9375432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9375432.000000 Penalty: 3649.423828
	Iteration 35F: 3 clusters Score -9375432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -220888.171875 Penalty: 1226.725952
	Iteration 0F: 2 clusters Score -220888.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -218871.421875 Penalty: 2453.451904
	Iteration 0F: 3 clusters Score -218871.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -219303.703125 Penalty: 2453.451904
	Iteration 1F: 3 clusters Score -219303.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -219385.312500 Penalty: 2453.451904
	Iteration 2F: 3 clusters Score -219385.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -219422.328125 Penalty: 2453.451904
	Iteration 3Q: 3 clusters Score -219422.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -219449.906250 Penalty: 2453.451904
	Iteration 4Q: 3 clusters Score -219449.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -219466.921875 Penalty: 2453.451904
	Iteration 5Q: 3 clusters Score -219466.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -219481.281250 Penalty: 2453.451904
	Iteration 6Q: 3 clusters Score -219481.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -219494.796875 Penalty: 2453.451904
	Iteration 7Q: 3 clusters Score -219494.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -219501.281250 Penalty: 2453.451904
	Iteration 8Q: 3 clusters Score -219501.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -219508.859375 Penalty: 2453.451904
	Iteration 9Q: 3 clusters Score -219508.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -219515.140625 Penalty: 2453.451904
	Iteration 10Q: 3 clusters Score -219515.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -219523.296875 Penalty: 2453.451904
	Iteration 11Q: 3 clusters Score -219523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -219526.296875 Penalty: 2453.451904
	Iteration 12Q: 3 clusters Score -219526.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -219529.687500 Penalty: 2453.451904
	Iteration 13Q: 3 clusters Score -219529.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -219534.640625 Penalty: 2453.451904
	Iteration 14Q: 3 clusters Score -219534.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -219539.453125 Penalty: 2453.451904
	Iteration 15Q: 3 clusters Score -219539.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -219541.078125 Penalty: 2453.451904
	Iteration 16Q: 3 clusters Score -219541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -219542.640625 Penalty: 2453.451904
	Iteration 17Q: 3 clusters Score -219542.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -219544.562500 Penalty: 2453.451904
	Iteration 18Q: 3 clusters Score -219544.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -219547.968750 Penalty: 2453.451904
	Iteration 19Q: 3 clusters Score -219548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -219551.203125 Penalty: 2453.451904
	Iteration 20F: 3 clusters Score -219551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -219553.812500 Penalty: 2453.451904
	Iteration 21Q: 3 clusters Score -219553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219555.312500 Penalty: 2453.451904
	Iteration 22Q: 3 clusters Score -219555.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -219557.140625 Penalty: 2453.451904
	Iteration 23Q: 3 clusters Score -219557.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -219558.968750 Penalty: 2453.451904
	Iteration 24Q: 3 clusters Score -219559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -219559.750000 Penalty: 2453.451904
	Iteration 25Q: 3 clusters Score -219559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -219560.578125 Penalty: 2453.451904
	Iteration 26Q: 3 clusters Score -219560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -219561.296875 Penalty: 2453.451904
	Iteration 27Q: 3 clusters Score -219561.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -219561.046875 Penalty: 2453.451904
	Iteration 28Q: 3 clusters Score -219561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -219561.046875 Penalty: 2453.451904
	Iteration 29F: 3 clusters Score -219561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Entering Unmasked Estep 
Score: -5664629.500000 Penalty: 1740.481445
	Iteration 0F: 2 clusters Score -5664630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -5634624.500000 Penalty: 3480.962891
	Iteration 0F: 3 clusters Score -5634624 nChanged 21016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -5646747.000000 Penalty: 3480.962891
	Iteration 1F: 3 clusters Score -5646747 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -5647454.000000 Penalty: 3480.962891
	Iteration 2Q: 3 clusters Score -5647454 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -5648455.000000 Penalty: 3480.962891
	Iteration 3Q: 3 clusters Score -5648455 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -5649822.500000 Penalty: 3480.962891
	Iteration 4F: 3 clusters Score -5649822 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -5651971.500000 Penalty: 3480.962891
	Iteration 5F: 3 clusters Score -5651972 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -5654931.500000 Penalty: 3480.962891
	Iteration 6F: 3 clusters Score -5654932 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -5658004.500000 Penalty: 3480.962891
	Iteration 7F: 3 clusters Score -5658004 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5660352.000000 Penalty: 3480.962891
	Iteration 8F: 3 clusters Score -5660352 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5661795.500000 Penalty: 3480.962891
	Iteration 9Q: 3 clusters Score -5661796 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5662530.000000 Penalty: 3480.962891
	Iteration 10Q: 3 clusters Score -5662530 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5662877.000000 Penalty: 3480.962891
	Iteration 11Q: 3 clusters Score -5662877 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5663069.000000 Penalty: 3480.962891
	Iteration 12Q: 3 clusters Score -5663069 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5663180.500000 Penalty: 3480.962891
	Iteration 13Q: 3 clusters Score -5663180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5663249.500000 Penalty: 3480.962891
	Iteration 14Q: 3 clusters Score -5663250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5663284.000000 Penalty: 3480.962891
	Iteration 15Q: 3 clusters Score -5663284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5663317.500000 Penalty: 3480.962891
	Iteration 16Q: 3 clusters Score -5663318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5663343.000000 Penalty: 3480.962891
	Iteration 17Q: 3 clusters Score -5663343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5663357.500000 Penalty: 3480.962891
	Iteration 18Q: 3 clusters Score -5663358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5663359.500000 Penalty: 3480.962891
	Iteration 19Q: 3 clusters Score -5663360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5663362.000000 Penalty: 3480.962891
	Iteration 20F: 3 clusters Score -5663362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5663357.500000 Penalty: 3480.962891
	Iteration 21Q: 3 clusters Score -5663358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5663359.500000 Penalty: 3480.962891
	Iteration 22Q: 3 clusters Score -5663360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5663357.500000 Penalty: 3480.962891
	Iteration 23Q: 3 clusters Score -5663358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5663358.000000 Penalty: 3480.962891
	Iteration 24Q: 3 clusters Score -5663358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5663364.500000 Penalty: 3480.962891
	Iteration 25Q: 3 clusters Score -5663364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5663364.000000 Penalty: 3480.962891
	Iteration 26Q: 3 clusters Score -5663364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5663365.000000 Penalty: 3480.962891
	Iteration 27Q: 3 clusters Score -5663365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5663365.000000 Penalty: 3480.962891
	Iteration 28F: 3 clusters Score -5663365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -1232469.375000 Penalty: 1492.616211
	Iteration 0F: 2 clusters Score -1232469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1225523.875000 Penalty: 2985.232422
	Iteration 0F: 3 clusters Score -1225524 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1227805.250000 Penalty: 2985.232422
	Iteration 1F: 3 clusters Score -1227805 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1228061.500000 Penalty: 2985.232422
	Iteration 2F: 3 clusters Score -1228062 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1228240.125000 Penalty: 2985.232422
	Iteration 3Q: 3 clusters Score -1228240 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1228370.875000 Penalty: 2985.232422
	Iteration 4Q: 3 clusters Score -1228371 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1228462.500000 Penalty: 2985.232422
	Iteration 5Q: 3 clusters Score -1228462 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1228553.625000 Penalty: 2985.232422
	Iteration 6Q: 3 clusters Score -1228554 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1228665.875000 Penalty: 2985.232422
	Iteration 7Q: 3 clusters Score -1228666 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1228798.000000 Penalty: 2985.232422
	Iteration 8Q: 3 clusters Score -1228798 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1228948.875000 Penalty: 2985.232422
	Iteration 9Q: 3 clusters Score -1228949 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1229083.375000 Penalty: 2985.232422
	Iteration 10Q: 3 clusters Score -1229083 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1229222.750000 Penalty: 2985.232422
	Iteration 11Q: 3 clusters Score -1229223 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1229377.250000 Penalty: 2985.232422
	Iteration 12Q: 3 clusters Score -1229377 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1229549.000000 Penalty: 2985.232422
	Iteration 13Q: 3 clusters Score -1229549 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1229683.250000 Penalty: 2985.232422
	Iteration 14Q: 3 clusters Score -1229683 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1229777.375000 Penalty: 2985.232422
	Iteration 15Q: 3 clusters Score -1229777 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1229832.250000 Penalty: 2985.232422
	Iteration 16Q: 3 clusters Score -1229832 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1229884.750000 Penalty: 2985.232422
	Iteration 17Q: 3 clusters Score -1229885 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1229929.125000 Penalty: 2985.232422
	Iteration 18Q: 3 clusters Score -1229929 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1229965.500000 Penalty: 2985.232422
	Iteration 19Q: 3 clusters Score -1229966 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1230000.125000 Penalty: 2985.232422
	Iteration 20F: 3 clusters Score -1230000 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1230029.125000 Penalty: 2985.232422
	Iteration 21Q: 3 clusters Score -1230029 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1230049.250000 Penalty: 2985.232422
	Iteration 22Q: 3 clusters Score -1230049 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1230061.250000 Penalty: 2985.232422
	Iteration 23Q: 3 clusters Score -1230061 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1230082.250000 Penalty: 2985.232422
	Iteration 24Q: 3 clusters Score -1230082 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1230105.875000 Penalty: 2985.232422
	Iteration 25Q: 3 clusters Score -1230106 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1230120.500000 Penalty: 2985.232422
	Iteration 26Q: 3 clusters Score -1230120 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1230139.000000 Penalty: 2985.232422
	Iteration 27Q: 3 clusters Score -1230139 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1230157.625000 Penalty: 2985.232422
	Iteration 28Q: 3 clusters Score -1230158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1230175.875000 Penalty: 2985.232422
	Iteration 29Q: 3 clusters Score -1230176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1230192.750000 Penalty: 2985.232422
	Iteration 30Q: 3 clusters Score -1230193 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1230215.250000 Penalty: 2985.232422
	Iteration 31Q: 3 clusters Score -1230215 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1230249.875000 Penalty: 2985.232422
	Iteration 32Q: 3 clusters Score -1230250 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1230289.000000 Penalty: 2985.232422
	Iteration 33Q: 3 clusters Score -1230289 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1230339.625000 Penalty: 2985.232422
	Iteration 34Q: 3 clusters Score -1230340 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1230396.750000 Penalty: 2985.232422
	Iteration 35Q: 3 clusters Score -1230397 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1230451.000000 Penalty: 2985.232422
	Iteration 36Q: 3 clusters Score -1230451 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1230501.875000 Penalty: 2985.232422
	Iteration 37Q: 3 clusters Score -1230502 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1230563.625000 Penalty: 2985.232422
	Iteration 38Q: 3 clusters Score -1230564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1230610.750000 Penalty: 2985.232422
	Iteration 39Q: 3 clusters Score -1230611 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1230680.500000 Penalty: 2985.232422
	Iteration 40F: 3 clusters Score -1230680 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1230757.500000 Penalty: 2985.232422
	Iteration 41Q: 3 clusters Score -1230758 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1230827.375000 Penalty: 2985.232422
	Iteration 42Q: 3 clusters Score -1230827 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1230893.625000 Penalty: 2985.232422
	Iteration 43Q: 3 clusters Score -1230894 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1230960.625000 Penalty: 2985.232422
	Iteration 44Q: 3 clusters Score -1230961 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1230999.875000 Penalty: 2985.232422
	Iteration 45Q: 3 clusters Score -1231000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1231033.375000 Penalty: 2985.232422
	Iteration 46Q: 3 clusters Score -1231033 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1231056.750000 Penalty: 2985.232422
	Iteration 47Q: 3 clusters Score -1231057 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1231077.500000 Penalty: 2985.232422
	Iteration 48Q: 3 clusters Score -1231078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1231086.500000 Penalty: 2985.232422
	Iteration 49Q: 3 clusters Score -1231086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1231095.125000 Penalty: 2985.232422
	Iteration 50Q: 3 clusters Score -1231095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1231104.750000 Penalty: 2985.232422
	Iteration 51Q: 3 clusters Score -1231105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1231107.875000 Penalty: 2985.232422
	Iteration 52Q: 3 clusters Score -1231108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1231109.000000 Penalty: 2985.232422
	Iteration 53Q: 3 clusters Score -1231109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1231119.375000 Penalty: 2985.232422
	Iteration 54Q: 3 clusters Score -1231119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1231125.000000 Penalty: 2985.232422
	Iteration 55Q: 3 clusters Score -1231125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1231129.375000 Penalty: 2985.232422
	Iteration 56Q: 3 clusters Score -1231129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1231133.500000 Penalty: 2985.232422
	Iteration 57Q: 3 clusters Score -1231134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1231138.750000 Penalty: 2985.232422
	Iteration 58Q: 3 clusters Score -1231139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1231138.500000 Penalty: 2985.232422
	Iteration 59Q: 3 clusters Score -1231138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1231138.500000 Penalty: 2985.232422
	Iteration 60F: 3 clusters Score -1231138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1231143.125000 Penalty: 2985.232422
	Iteration 61Q: 3 clusters Score -1231143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1231142.000000 Penalty: 2985.232422
	Iteration 62Q: 3 clusters Score -1231142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1231143.750000 Penalty: 2985.232422
	Iteration 63Q: 3 clusters Score -1231144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1231142.750000 Penalty: 2985.232422
	Iteration 64Q: 3 clusters Score -1231143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1231142.125000 Penalty: 2985.232422
	Iteration 65Q: 3 clusters Score -1231142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1231142.125000 Penalty: 2985.232422
	Iteration 66Q: 3 clusters Score -1231142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1231142.125000 Penalty: 2985.232422
	Iteration 67F: 3 clusters Score -1231142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (62705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Entering Unmasked Estep 
Score: -7795041.500000 Penalty: 1795.006958
	Iteration 0F: 2 clusters Score -7795042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -7754181.000000 Penalty: 3590.013916
	Iteration 0F: 3 clusters Score -7754181 nChanged 29485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -7770850.500000 Penalty: 3590.013916
	Iteration 1F: 3 clusters Score -7770850 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -7771549.000000 Penalty: 3590.013916
	Iteration 2Q: 3 clusters Score -7771549 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -7772323.000000 Penalty: 3590.013916
	Iteration 3Q: 3 clusters Score -7772323 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -7773863.500000 Penalty: 3590.013916
	Iteration 4Q: 3 clusters Score -7773864 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -7776240.000000 Penalty: 3590.013916
	Iteration 5F: 3 clusters Score -7776240 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -7780013.000000 Penalty: 3590.013916
	Iteration 6F: 3 clusters Score -7780013 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -7784403.000000 Penalty: 3590.013916
	Iteration 7F: 3 clusters Score -7784403 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -7788014.000000 Penalty: 3590.013916
	Iteration 8F: 3 clusters Score -7788014 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56700 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -7790281.000000 Penalty: 3590.013916
	Iteration 9Q: 3 clusters Score -7790281 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -7791573.500000 Penalty: 3590.013916
	Iteration 10Q: 3 clusters Score -7791574 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -7792219.000000 Penalty: 3590.013916
	Iteration 11Q: 3 clusters Score -7792219 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -7792618.500000 Penalty: 3590.013916
	Iteration 12Q: 3 clusters Score -7792618 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7792859.500000 Penalty: 3590.013916
	Iteration 13Q: 3 clusters Score -7792860 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7793038.500000 Penalty: 3590.013916
	Iteration 14Q: 3 clusters Score -7793038 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7793187.000000 Penalty: 3590.013916
	Iteration 15Q: 3 clusters Score -7793187 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7793304.500000 Penalty: 3590.013916
	Iteration 16Q: 3 clusters Score -7793304 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7793410.500000 Penalty: 3590.013916
	Iteration 17Q: 3 clusters Score -7793410 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7793504.500000 Penalty: 3590.013916
	Iteration 18Q: 3 clusters Score -7793504 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7793571.500000 Penalty: 3590.013916
	Iteration 19Q: 3 clusters Score -7793572 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61667 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7793642.000000 Penalty: 3590.013916
	Iteration 20F: 3 clusters Score -7793642 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7793672.500000 Penalty: 3590.013916
	Iteration 21Q: 3 clusters Score -7793672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7793705.000000 Penalty: 3590.013916
	Iteration 22Q: 3 clusters Score -7793705 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7793714.500000 Penalty: 3590.013916
	Iteration 23Q: 3 clusters Score -7793714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7793762.000000 Penalty: 3590.013916
	Iteration 24Q: 3 clusters Score -7793762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7793799.000000 Penalty: 3590.013916
	Iteration 25Q: 3 clusters Score -7793799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7793816.500000 Penalty: 3590.013916
	Iteration 26Q: 3 clusters Score -7793816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7793836.000000 Penalty: 3590.013916
	Iteration 27Q: 3 clusters Score -7793836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7793883.500000 Penalty: 3590.013916
	Iteration 28Q: 3 clusters Score -7793884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7793897.000000 Penalty: 3590.013916
	Iteration 29Q: 3 clusters Score -7793897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7793913.000000 Penalty: 3590.013916
	Iteration 30Q: 3 clusters Score -7793913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7793944.000000 Penalty: 3590.013916
	Iteration 31Q: 3 clusters Score -7793944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7793954.000000 Penalty: 3590.013916
	Iteration 32Q: 3 clusters Score -7793954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7793968.500000 Penalty: 3590.013916
	Iteration 33Q: 3 clusters Score -7793968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7793978.500000 Penalty: 3590.013916
	Iteration 34Q: 3 clusters Score -7793978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7793981.500000 Penalty: 3590.013916
	Iteration 35Q: 3 clusters Score -7793982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7793984.500000 Penalty: 3590.013916
	Iteration 36Q: 3 clusters Score -7793984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7793997.500000 Penalty: 3590.013916
	Iteration 37Q: 3 clusters Score -7793998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7793998.500000 Penalty: 3590.013916
	Iteration 38Q: 3 clusters Score -7793998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7794001.500000 Penalty: 3590.013916
	Iteration 39Q: 3 clusters Score -7794002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7794002.000000 Penalty: 3590.013916
	Iteration 40F: 3 clusters Score -7794002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7794017.000000 Penalty: 3590.013916
	Iteration 41Q: 3 clusters Score -7794017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7794029.500000 Penalty: 3590.013916
	Iteration 42Q: 3 clusters Score -7794030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7794030.500000 Penalty: 3590.013916
	Iteration 43Q: 3 clusters Score -7794030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7794033.500000 Penalty: 3590.013916
	Iteration 44Q: 3 clusters Score -7794034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7794033.500000 Penalty: 3590.013916
	Iteration 45Q: 3 clusters Score -7794034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7794030.500000 Penalty: 3590.013916
	Iteration 46Q: 3 clusters Score -7794030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7794035.500000 Penalty: 3590.013916
	Iteration 47Q: 3 clusters Score -7794036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7794045.500000 Penalty: 3590.013916
	Iteration 48Q: 3 clusters Score -7794046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7794048.500000 Penalty: 3590.013916
	Iteration 49Q: 3 clusters Score -7794048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7794063.500000 Penalty: 3590.013916
	Iteration 50Q: 3 clusters Score -7794064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7794065.500000 Penalty: 3590.013916
	Iteration 51Q: 3 clusters Score -7794066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7794066.000000 Penalty: 3590.013916
	Iteration 52Q: 3 clusters Score -7794066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7794060.500000 Penalty: 3590.013916
	Iteration 53Q: 3 clusters Score -7794060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7794060.500000 Penalty: 3590.013916
	Iteration 54F: 3 clusters Score -7794060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82592 members 
Mstep: Class 2 contains 32145 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28376 members 
Mstep: Class 5 contains 40230 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38033 members 
Mstep: Class 13 contains 7052 members 
Mstep: Class 14 contains 20418 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75282 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658108.000000 Penalty: 55564.910156
Iteration 239Q: 27 clusters Score -6.265811e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82589 members 
Mstep: Class 2 contains 32145 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28372 members 
Mstep: Class 5 contains 40238 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38033 members 
Mstep: Class 13 contains 7045 members 
Mstep: Class 14 contains 20419 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75281 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658080.000000 Penalty: 55564.910156
Iteration 240F: 27 clusters Score -6.265808e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82587 members 
Mstep: Class 2 contains 32145 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28362 members 
Mstep: Class 5 contains 40247 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4054 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38034 members 
Mstep: Class 13 contains 7035 members 
Mstep: Class 14 contains 20418 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2921 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75282 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658068.000000 Penalty: 55564.910156
Iteration 241Q: 27 clusters Score -6.265807e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82587 members 
Mstep: Class 2 contains 32144 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28360 members 
Mstep: Class 5 contains 40254 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5803 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4054 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38033 members 
Mstep: Class 13 contains 7028 members 
Mstep: Class 14 contains 20418 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2923 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75282 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658084.000000 Penalty: 55564.910156
Iteration 242Q: 27 clusters Score -6.265808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 32144 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28355 members 
Mstep: Class 5 contains 40259 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5803 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38034 members 
Mstep: Class 13 contains 7022 members 
Mstep: Class 14 contains 20417 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2923 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75281 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658088.000000 Penalty: 55564.910156
Iteration 243Q: 27 clusters Score -6.265809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 32145 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28353 members 
Mstep: Class 5 contains 40264 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5802 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4054 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38033 members 
Mstep: Class 13 contains 7016 members 
Mstep: Class 14 contains 20417 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75280 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658080.000000 Penalty: 55564.910156
Iteration 244Q: 27 clusters Score -6.265808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 32145 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28354 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5801 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38031 members 
Mstep: Class 13 contains 7011 members 
Mstep: Class 14 contains 20417 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75280 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658076.000000 Penalty: 55564.910156
Iteration 245Q: 27 clusters Score -6.265808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 32145 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28351 members 
Mstep: Class 5 contains 40276 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38030 members 
Mstep: Class 13 contains 7007 members 
Mstep: Class 14 contains 20417 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75280 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658100.000000 Penalty: 55564.910156
Iteration 246Q: 27 clusters Score -6.26581e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 32145 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28347 members 
Mstep: Class 5 contains 40285 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38029 members 
Mstep: Class 13 contains 7005 members 
Mstep: Class 14 contains 20416 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75280 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658080.000000 Penalty: 55564.910156
Iteration 247Q: 27 clusters Score -6.265808e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 32144 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28345 members 
Mstep: Class 5 contains 40296 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5799 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4057 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38031 members 
Mstep: Class 13 contains 7003 members 
Mstep: Class 14 contains 20416 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75280 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658096.000000 Penalty: 55564.910156
Iteration 248Q: 27 clusters Score -6.26581e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82557 members 
Mstep: Class 2 contains 32145 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28344 members 
Mstep: Class 5 contains 40301 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38031 members 
Mstep: Class 13 contains 7000 members 
Mstep: Class 14 contains 20416 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75283 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658096.000000 Penalty: 55564.910156
Iteration 249Q: 27 clusters Score -6.26581e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 32144 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28341 members 
Mstep: Class 5 contains 40310 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4061 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38031 members 
Mstep: Class 13 contains 6997 members 
Mstep: Class 14 contains 20415 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2928 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75284 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658128.000000 Penalty: 55564.910156
Iteration 250Q: 27 clusters Score -6.265813e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 32142 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28338 members 
Mstep: Class 5 contains 40315 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5798 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4060 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38030 members 
Mstep: Class 13 contains 6994 members 
Mstep: Class 14 contains 20415 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75286 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658116.000000 Penalty: 55564.910156
Iteration 251Q: 27 clusters Score -6.265812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 32142 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28338 members 
Mstep: Class 5 contains 40319 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5798 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6992 members 
Mstep: Class 14 contains 20415 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75288 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658100.000000 Penalty: 55564.910156
Iteration 252Q: 27 clusters Score -6.26581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82542 members 
Mstep: Class 2 contains 32140 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28335 members 
Mstep: Class 5 contains 40327 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6990 members 
Mstep: Class 14 contains 20415 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75290 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658128.000000 Penalty: 55564.910156
Iteration 253Q: 27 clusters Score -6.265813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82541 members 
Mstep: Class 2 contains 32138 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28333 members 
Mstep: Class 5 contains 40331 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 20415 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75291 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658100.000000 Penalty: 55564.910156
Iteration 254Q: 27 clusters Score -6.26581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 32136 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28331 members 
Mstep: Class 5 contains 40336 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 20414 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75291 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658100.000000 Penalty: 55564.910156
Iteration 255Q: 27 clusters Score -6.26581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 32137 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28331 members 
Mstep: Class 5 contains 40341 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 20413 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75291 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658124.000000 Penalty: 55564.910156
Iteration 256Q: 27 clusters Score -6.265812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 32137 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28329 members 
Mstep: Class 5 contains 40347 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 20413 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75291 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658116.000000 Penalty: 55564.910156
Iteration 257Q: 27 clusters Score -6.265812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82527 members 
Mstep: Class 2 contains 32137 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28328 members 
Mstep: Class 5 contains 40351 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 20413 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75291 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658112.000000 Penalty: 55564.910156
Iteration 258Q: 27 clusters Score -6.265811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82526 members 
Mstep: Class 2 contains 32137 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28326 members 
Mstep: Class 5 contains 40354 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 20413 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75290 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658112.000000 Penalty: 55564.910156
Iteration 259Q: 27 clusters Score -6.265811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 32137 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28325 members 
Mstep: Class 5 contains 40356 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 20413 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75290 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658124.000000 Penalty: 55564.910156
Iteration 260F: 27 clusters Score -6.265812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 32137 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28326 members 
Mstep: Class 5 contains 40359 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 20413 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75290 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658124.000000 Penalty: 55564.910156
Iteration 261Q: 27 clusters Score -6.265812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82520 members 
Mstep: Class 2 contains 32137 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28324 members 
Mstep: Class 5 contains 40365 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 20413 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75289 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658108.000000 Penalty: 55564.910156
Iteration 262Q: 27 clusters Score -6.265811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82517 members 
Mstep: Class 2 contains 32137 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 40374 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 20413 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75289 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658132.000000 Penalty: 55564.910156
Iteration 263Q: 27 clusters Score -6.265813e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 32137 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 40384 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38033 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 20413 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75289 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658152.000000 Penalty: 55564.910156
Iteration 264Q: 27 clusters Score -6.265815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 32137 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28322 members 
Mstep: Class 5 contains 40396 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38033 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 20413 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75289 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658132.000000 Penalty: 55564.910156
Iteration 265Q: 27 clusters Score -6.265813e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 32135 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 40405 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 20413 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75291 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658144.000000 Penalty: 55564.910156
Iteration 266Q: 27 clusters Score -6.265814e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32134 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 28316 members 
Mstep: Class 5 contains 40421 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 20412 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75290 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658128.000000 Penalty: 55564.910156
Iteration 267Q: 27 clusters Score -6.265813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 32132 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 28316 members 
Mstep: Class 5 contains 40433 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38030 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 20411 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75290 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658132.000000 Penalty: 55564.910156
Iteration 268Q: 27 clusters Score -6.265813e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82489 members 
Mstep: Class 2 contains 32131 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 28315 members 
Mstep: Class 5 contains 40442 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38030 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 20409 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75291 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658104.000000 Penalty: 55564.910156
Iteration 269Q: 27 clusters Score -6.26581e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 32129 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 28310 members 
Mstep: Class 5 contains 40454 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 20404 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75293 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44830 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658168.000000 Penalty: 55564.910156
Iteration 270Q: 27 clusters Score -6.265817e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82489 members 
Mstep: Class 2 contains 32125 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 28310 members 
Mstep: Class 5 contains 40458 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 20400 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75293 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44830 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 62733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658184.000000 Penalty: 55564.910156
Iteration 271Q: 27 clusters Score -6.265818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 32122 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 28307 members 
Mstep: Class 5 contains 40463 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6986 members 
Mstep: Class 14 contains 20395 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75295 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44830 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658204.000000 Penalty: 55564.910156
Iteration 272Q: 27 clusters Score -6.26582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 32120 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 28307 members 
Mstep: Class 5 contains 40464 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 20392 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75294 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44830 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658188.000000 Penalty: 55564.910156
Iteration 273Q: 27 clusters Score -6.265819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 32119 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 28307 members 
Mstep: Class 5 contains 40465 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5798 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38032 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 20388 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75294 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44830 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658164.000000 Penalty: 55564.910156
Iteration 274Q: 27 clusters Score -6.265816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32118 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 28307 members 
Mstep: Class 5 contains 40466 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38033 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 20383 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75295 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44830 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658152.000000 Penalty: 55564.910156
Iteration 275Q: 27 clusters Score -6.265815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32118 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 28307 members 
Mstep: Class 5 contains 40468 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5796 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38035 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 20378 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75296 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44830 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658160.000000 Penalty: 55564.910156
Iteration 276Q: 27 clusters Score -6.265816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32118 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 28307 members 
Mstep: Class 5 contains 40469 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38037 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 20373 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75297 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658172.000000 Penalty: 55564.910156
Iteration 277Q: 27 clusters Score -6.265817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32118 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 28307 members 
Mstep: Class 5 contains 40471 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38038 members 
Mstep: Class 13 contains 6984 members 
Mstep: Class 14 contains 20369 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75297 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44832 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658180.000000 Penalty: 55564.910156
Iteration 278Q: 27 clusters Score -6.265818e+07 nChanged 9
Entering ConstructFrom: 
Score: -62658180.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (82494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Entering Unmasked Estep 
Score: -10192734.000000 Penalty: 1839.578247
	Iteration 0F: 2 clusters Score -1.019273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -10141507.000000 Penalty: 3679.156494
	Iteration 0F: 3 clusters Score -1.014151e+07 nChanged 39126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -10163715.000000 Penalty: 3679.156494
	Iteration 1F: 3 clusters Score -1.016372e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -10164504.000000 Penalty: 3679.156494
	Iteration 2Q: 3 clusters Score -1.01645e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -10165627.000000 Penalty: 3679.156494
	Iteration 3Q: 3 clusters Score -1.016563e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -10167503.000000 Penalty: 3679.156494
	Iteration 4Q: 3 clusters Score -1.01675e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -10171112.000000 Penalty: 3679.156494
	Iteration 5F: 3 clusters Score -1.017111e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -10176509.000000 Penalty: 3679.156494
	Iteration 6F: 3 clusters Score -1.017651e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -10182637.000000 Penalty: 3679.156494
	Iteration 7F: 3 clusters Score -1.018264e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78069 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -10187343.000000 Penalty: 3679.156494
	Iteration 8F: 3 clusters Score -1.018734e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -10189753.000000 Penalty: 3679.156494
	Iteration 9Q: 3 clusters Score -1.018975e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81818 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10190575.000000 Penalty: 3679.156494
	Iteration 10Q: 3 clusters Score -1.019058e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10190900.000000 Penalty: 3679.156494
	Iteration 11Q: 3 clusters Score -1.01909e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10191003.000000 Penalty: 3679.156494
	Iteration 12Q: 3 clusters Score -1.0191e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10191056.000000 Penalty: 3679.156494
	Iteration 13Q: 3 clusters Score -1.019106e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10191101.000000 Penalty: 3679.156494
	Iteration 14Q: 3 clusters Score -1.01911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10191115.000000 Penalty: 3679.156494
	Iteration 15Q: 3 clusters Score -1.019112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10191126.000000 Penalty: 3679.156494
	Iteration 16Q: 3 clusters Score -1.019113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10191150.000000 Penalty: 3679.156494
	Iteration 17Q: 3 clusters Score -1.019115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10191154.000000 Penalty: 3679.156494
	Iteration 18Q: 3 clusters Score -1.019115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10191156.000000 Penalty: 3679.156494
	Iteration 19Q: 3 clusters Score -1.019116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10191156.000000 Penalty: 3679.156494
	Iteration 20F: 3 clusters Score -1.019116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10191162.000000 Penalty: 3679.156494
	Iteration 21Q: 3 clusters Score -1.019116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10191162.000000 Penalty: 3679.156494
	Iteration 22F: 3 clusters Score -1.019116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Entering Unmasked Estep 
Score: -4004516.750000 Penalty: 1686.290405
	Iteration 0F: 2 clusters Score -4004517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3982895.750000 Penalty: 3372.580811
	Iteration 0F: 3 clusters Score -3982896 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3991169.000000 Penalty: 3372.580811
	Iteration 1F: 3 clusters Score -3991169 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3991918.750000 Penalty: 3372.580811
	Iteration 2F: 3 clusters Score -3991919 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3992978.750000 Penalty: 3372.580811
	Iteration 3F: 3 clusters Score -3992979 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3994370.000000 Penalty: 3372.580811
	Iteration 4F: 3 clusters Score -3994370 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3996148.750000 Penalty: 3372.580811
	Iteration 5F: 3 clusters Score -3996149 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3997901.250000 Penalty: 3372.580811
	Iteration 6F: 3 clusters Score -3997901 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3999344.750000 Penalty: 3372.580811
	Iteration 7F: 3 clusters Score -3999345 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4000369.000000 Penalty: 3372.580811
	Iteration 8Q: 3 clusters Score -4000369 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4001079.000000 Penalty: 3372.580811
	Iteration 9Q: 3 clusters Score -4001079 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4001564.250000 Penalty: 3372.580811
	Iteration 10Q: 3 clusters Score -4001564 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4001941.000000 Penalty: 3372.580811
	Iteration 11Q: 3 clusters Score -4001941 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4002227.250000 Penalty: 3372.580811
	Iteration 12Q: 3 clusters Score -4002227 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4002431.500000 Penalty: 3372.580811
	Iteration 13Q: 3 clusters Score -4002432 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4002568.750000 Penalty: 3372.580811
	Iteration 14Q: 3 clusters Score -4002569 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4002651.000000 Penalty: 3372.580811
	Iteration 15Q: 3 clusters Score -4002651 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4002718.750000 Penalty: 3372.580811
	Iteration 16Q: 3 clusters Score -4002719 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4002786.750000 Penalty: 3372.580811
	Iteration 17Q: 3 clusters Score -4002787 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4002862.250000 Penalty: 3372.580811
	Iteration 18Q: 3 clusters Score -4002862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4002931.500000 Penalty: 3372.580811
	Iteration 19Q: 3 clusters Score -4002932 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4002995.750000 Penalty: 3372.580811
	Iteration 20F: 3 clusters Score -4002996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4003034.750000 Penalty: 3372.580811
	Iteration 21Q: 3 clusters Score -4003035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4003068.500000 Penalty: 3372.580811
	Iteration 22Q: 3 clusters Score -4003068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4003089.250000 Penalty: 3372.580811
	Iteration 23Q: 3 clusters Score -4003089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4003113.250000 Penalty: 3372.580811
	Iteration 24Q: 3 clusters Score -4003113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4003125.500000 Penalty: 3372.580811
	Iteration 25Q: 3 clusters Score -4003126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4003144.250000 Penalty: 3372.580811
	Iteration 26Q: 3 clusters Score -4003144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4003145.250000 Penalty: 3372.580811
	Iteration 27Q: 3 clusters Score -4003145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4003153.250000 Penalty: 3372.580811
	Iteration 28Q: 3 clusters Score -4003153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4003158.250000 Penalty: 3372.580811
	Iteration 29Q: 3 clusters Score -4003158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4003168.250000 Penalty: 3372.580811
	Iteration 30Q: 3 clusters Score -4003168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4003162.750000 Penalty: 3372.580811
	Iteration 31Q: 3 clusters Score -4003163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4003164.500000 Penalty: 3372.580811
	Iteration 32Q: 3 clusters Score -4003164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4003162.000000 Penalty: 3372.580811
	Iteration 33Q: 3 clusters Score -4003162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4003162.000000 Penalty: 3372.580811
	Iteration 34F: 3 clusters Score -4003162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Entering Unmasked Estep 
Score: -1777807.875000 Penalty: 1551.391846
	Iteration 0F: 2 clusters Score -1777808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1768168.125000 Penalty: 3102.783691
	Iteration 0F: 3 clusters Score -1768168 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1771353.125000 Penalty: 3102.783691
	Iteration 1F: 3 clusters Score -1771353 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1771576.500000 Penalty: 3102.783691
	Iteration 2Q: 3 clusters Score -1771576 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1771781.000000 Penalty: 3102.783691
	Iteration 3Q: 3 clusters Score -1771781 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1771969.500000 Penalty: 3102.783691
	Iteration 4Q: 3 clusters Score -1771970 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1772169.500000 Penalty: 3102.783691
	Iteration 5Q: 3 clusters Score -1772170 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1772368.000000 Penalty: 3102.783691
	Iteration 6Q: 3 clusters Score -1772368 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1772601.625000 Penalty: 3102.783691
	Iteration 7Q: 3 clusters Score -1772602 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1772893.500000 Penalty: 3102.783691
	Iteration 8Q: 3 clusters Score -1772894 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1773299.500000 Penalty: 3102.783691
	Iteration 9F: 3 clusters Score -1773300 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1773830.000000 Penalty: 3102.783691
	Iteration 10F: 3 clusters Score -1773830 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1774459.875000 Penalty: 3102.783691
	Iteration 11F: 3 clusters Score -1774460 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1775084.750000 Penalty: 3102.783691
	Iteration 12F: 3 clusters Score -1775085 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1775609.000000 Penalty: 3102.783691
	Iteration 13Q: 3 clusters Score -1775609 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1775950.750000 Penalty: 3102.783691
	Iteration 14Q: 3 clusters Score -1775951 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1776136.875000 Penalty: 3102.783691
	Iteration 15Q: 3 clusters Score -1776137 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1776243.875000 Penalty: 3102.783691
	Iteration 16Q: 3 clusters Score -1776244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1776317.000000 Penalty: 3102.783691
	Iteration 17Q: 3 clusters Score -1776317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1776360.750000 Penalty: 3102.783691
	Iteration 18Q: 3 clusters Score -1776361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1776399.125000 Penalty: 3102.783691
	Iteration 19Q: 3 clusters Score -1776399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1776429.250000 Penalty: 3102.783691
	Iteration 20F: 3 clusters Score -1776429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1776446.250000 Penalty: 3102.783691
	Iteration 21Q: 3 clusters Score -1776446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1776457.625000 Penalty: 3102.783691
	Iteration 22Q: 3 clusters Score -1776458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1776459.250000 Penalty: 3102.783691
	Iteration 23Q: 3 clusters Score -1776459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1776464.500000 Penalty: 3102.783691
	Iteration 24Q: 3 clusters Score -1776464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1776467.125000 Penalty: 3102.783691
	Iteration 25Q: 3 clusters Score -1776467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1776471.000000 Penalty: 3102.783691
	Iteration 26Q: 3 clusters Score -1776471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1776472.625000 Penalty: 3102.783691
	Iteration 27Q: 3 clusters Score -1776473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1776476.250000 Penalty: 3102.783691
	Iteration 28Q: 3 clusters Score -1776476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1776480.000000 Penalty: 3102.783691
	Iteration 29Q: 3 clusters Score -1776480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1776482.000000 Penalty: 3102.783691
	Iteration 30Q: 3 clusters Score -1776482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1776484.750000 Penalty: 3102.783691
	Iteration 31Q: 3 clusters Score -1776485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1776484.500000 Penalty: 3102.783691
	Iteration 32Q: 3 clusters Score -1776484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1776484.500000 Penalty: 3102.783691
	Iteration 33F: 3 clusters Score -1776484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Entering Unmasked Estep 
Score: -3549459.750000 Penalty: 1665.765381
	Iteration 0F: 2 clusters Score -3549460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3530370.000000 Penalty: 3331.530762
	Iteration 0F: 3 clusters Score -3530370 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3537660.750000 Penalty: 3331.530762
	Iteration 1F: 3 clusters Score -3537661 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3538036.500000 Penalty: 3331.530762
	Iteration 2Q: 3 clusters Score -3538036 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3538396.000000 Penalty: 3331.530762
	Iteration 3Q: 3 clusters Score -3538396 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3538916.750000 Penalty: 3331.530762
	Iteration 4Q: 3 clusters Score -3538917 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3539805.000000 Penalty: 3331.530762
	Iteration 5F: 3 clusters Score -3539805 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3541228.750000 Penalty: 3331.530762
	Iteration 6F: 3 clusters Score -3541229 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -3543279.250000 Penalty: 3331.530762
	Iteration 7F: 3 clusters Score -3543279 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3545403.750000 Penalty: 3331.530762
	Iteration 8F: 3 clusters Score -3545404 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3546891.750000 Penalty: 3331.530762
	Iteration 9F: 3 clusters Score -3546892 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3547569.000000 Penalty: 3331.530762
	Iteration 10Q: 3 clusters Score -3547569 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3547819.000000 Penalty: 3331.530762
	Iteration 11Q: 3 clusters Score -3547819 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3547888.000000 Penalty: 3331.530762
	Iteration 12Q: 3 clusters Score -3547888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3547936.500000 Penalty: 3331.530762
	Iteration 13Q: 3 clusters Score -3547936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3547954.750000 Penalty: 3331.530762
	Iteration 14Q: 3 clusters Score -3547955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3547960.250000 Penalty: 3331.530762
	Iteration 15Q: 3 clusters Score -3547960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3547964.250000 Penalty: 3331.530762
	Iteration 16Q: 3 clusters Score -3547964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3547971.750000 Penalty: 3331.530762
	Iteration 17Q: 3 clusters Score -3547972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -3547974.000000 Penalty: 3331.530762
	Iteration 18Q: 3 clusters Score -3547974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3547978.500000 Penalty: 3331.530762
	Iteration 19Q: 3 clusters Score -3547978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3547981.500000 Penalty: 3331.530762
	Iteration 20F: 3 clusters Score -3547982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -3547985.500000 Penalty: 3331.530762
	Iteration 21Q: 3 clusters Score -3547986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3547989.000000 Penalty: 3331.530762
	Iteration 22Q: 3 clusters Score -3547989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3547992.750000 Penalty: 3331.530762
	Iteration 23Q: 3 clusters Score -3547993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -3547997.500000 Penalty: 3331.530762
	Iteration 24Q: 3 clusters Score -3547998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -3547998.750000 Penalty: 3331.530762
	Iteration 25Q: 3 clusters Score -3547999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3548006.000000 Penalty: 3331.530762
	Iteration 26Q: 3 clusters Score -3548006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3548013.000000 Penalty: 3331.530762
	Iteration 27Q: 3 clusters Score -3548013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3548013.000000 Penalty: 3331.530762
	Iteration 28F: 3 clusters Score -3548013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Entering Unmasked Estep 
Score: -5048159.000000 Penalty: 1723.855469
	Iteration 0F: 2 clusters Score -5048159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -5021033.500000 Penalty: 3447.710938
	Iteration 0F: 3 clusters Score -5021034 nChanged 18923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -5031749.000000 Penalty: 3447.710938
	Iteration 1F: 3 clusters Score -5031749 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -5032191.000000 Penalty: 3447.710938
	Iteration 2Q: 3 clusters Score -5032191 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -5032654.000000 Penalty: 3447.710938
	Iteration 3Q: 3 clusters Score -5032654 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -5033108.500000 Penalty: 3447.710938
	Iteration 4Q: 3 clusters Score -5033108 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -5033563.500000 Penalty: 3447.710938
	Iteration 5Q: 3 clusters Score -5033564 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -5034129.000000 Penalty: 3447.710938
	Iteration 6Q: 3 clusters Score -5034129 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -5034750.500000 Penalty: 3447.710938
	Iteration 7Q: 3 clusters Score -5034750 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5035557.000000 Penalty: 3447.710938
	Iteration 8Q: 3 clusters Score -5035557 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -5036571.000000 Penalty: 3447.710938
	Iteration 9Q: 3 clusters Score -5036571 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -5037842.500000 Penalty: 3447.710938
	Iteration 10Q: 3 clusters Score -5037842 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -5039224.000000 Penalty: 3447.710938
	Iteration 11F: 3 clusters Score -5039224 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -5040402.500000 Penalty: 3447.710938
	Iteration 12Q: 3 clusters Score -5040402 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -5041052.500000 Penalty: 3447.710938
	Iteration 13Q: 3 clusters Score -5041052 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -5041431.000000 Penalty: 3447.710938
	Iteration 14Q: 3 clusters Score -5041431 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -5041646.000000 Penalty: 3447.710938
	Iteration 15Q: 3 clusters Score -5041646 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -5041882.000000 Penalty: 3447.710938
	Iteration 16Q: 3 clusters Score -5041882 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -5042046.500000 Penalty: 3447.710938
	Iteration 17Q: 3 clusters Score -5042046 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -5042231.000000 Penalty: 3447.710938
	Iteration 18Q: 3 clusters Score -5042231 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -5042437.500000 Penalty: 3447.710938
	Iteration 19Q: 3 clusters Score -5042438 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -5042699.000000 Penalty: 3447.710938
	Iteration 20F: 3 clusters Score -5042699 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -5042955.000000 Penalty: 3447.710938
	Iteration 21Q: 3 clusters Score -5042955 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -5043237.500000 Penalty: 3447.710938
	Iteration 22Q: 3 clusters Score -5043238 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -5043483.000000 Penalty: 3447.710938
	Iteration 23Q: 3 clusters Score -5043483 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -5043780.000000 Penalty: 3447.710938
	Iteration 24Q: 3 clusters Score -5043780 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -5044110.500000 Penalty: 3447.710938
	Iteration 25Q: 3 clusters Score -5044110 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -5044454.500000 Penalty: 3447.710938
	Iteration 26Q: 3 clusters Score -5044454 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -5044748.500000 Penalty: 3447.710938
	Iteration 27Q: 3 clusters Score -5044748 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5045021.500000 Penalty: 3447.710938
	Iteration 28Q: 3 clusters Score -5045022 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5045312.000000 Penalty: 3447.710938
	Iteration 29Q: 3 clusters Score -5045312 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5045557.000000 Penalty: 3447.710938
	Iteration 30Q: 3 clusters Score -5045557 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5045785.000000 Penalty: 3447.710938
	Iteration 31Q: 3 clusters Score -5045785 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5045948.000000 Penalty: 3447.710938
	Iteration 32Q: 3 clusters Score -5045948 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5046096.000000 Penalty: 3447.710938
	Iteration 33Q: 3 clusters Score -5046096 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5046218.000000 Penalty: 3447.710938
	Iteration 34Q: 3 clusters Score -5046218 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5046309.500000 Penalty: 3447.710938
	Iteration 35Q: 3 clusters Score -5046310 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5046394.500000 Penalty: 3447.710938
	Iteration 36Q: 3 clusters Score -5046394 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5046442.000000 Penalty: 3447.710938
	Iteration 37Q: 3 clusters Score -5046442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5046490.500000 Penalty: 3447.710938
	Iteration 38Q: 3 clusters Score -5046490 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5046539.000000 Penalty: 3447.710938
	Iteration 39Q: 3 clusters Score -5046539 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5046579.000000 Penalty: 3447.710938
	Iteration 40F: 3 clusters Score -5046579 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5046614.000000 Penalty: 3447.710938
	Iteration 41Q: 3 clusters Score -5046614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5046647.000000 Penalty: 3447.710938
	Iteration 42Q: 3 clusters Score -5046647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5046658.500000 Penalty: 3447.710938
	Iteration 43Q: 3 clusters Score -5046658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5046662.000000 Penalty: 3447.710938
	Iteration 44Q: 3 clusters Score -5046662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5046669.000000 Penalty: 3447.710938
	Iteration 45Q: 3 clusters Score -5046669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5046677.500000 Penalty: 3447.710938
	Iteration 46Q: 3 clusters Score -5046678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5046679.000000 Penalty: 3447.710938
	Iteration 47Q: 3 clusters Score -5046679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5046688.000000 Penalty: 3447.710938
	Iteration 48Q: 3 clusters Score -5046688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5046690.000000 Penalty: 3447.710938
	Iteration 49Q: 3 clusters Score -5046690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5046698.000000 Penalty: 3447.710938
	Iteration 50Q: 3 clusters Score -5046698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5046700.500000 Penalty: 3447.710938
	Iteration 51Q: 3 clusters Score -5046700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5046698.000000 Penalty: 3447.710938
	Iteration 52Q: 3 clusters Score -5046698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5046701.500000 Penalty: 3447.710938
	Iteration 53Q: 3 clusters Score -5046702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5046707.500000 Penalty: 3447.710938
	Iteration 54Q: 3 clusters Score -5046708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5046711.000000 Penalty: 3447.710938
	Iteration 55Q: 3 clusters Score -5046711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5046713.500000 Penalty: 3447.710938
	Iteration 56Q: 3 clusters Score -5046714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5046720.000000 Penalty: 3447.710938
	Iteration 57Q: 3 clusters Score -5046720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5046719.000000 Penalty: 3447.710938
	Iteration 58Q: 3 clusters Score -5046719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5046720.000000 Penalty: 3447.710938
	Iteration 59Q: 3 clusters Score -5046720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5046723.000000 Penalty: 3447.710938
	Iteration 60F: 3 clusters Score -5046723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5046722.500000 Penalty: 3447.710938
	Iteration 61Q: 3 clusters Score -5046722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5046722.500000 Penalty: 3447.710938
	Iteration 62F: 3 clusters Score -5046722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Entering Unmasked Estep 
Score: -997099.312500 Penalty: 1457.509277
	Iteration 0F: 2 clusters Score -997099.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -991312.312500 Penalty: 2915.018555
	Iteration 0F: 3 clusters Score -991312.3 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -993088.312500 Penalty: 2915.018555
	Iteration 1F: 3 clusters Score -993088.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -993324.562500 Penalty: 2915.018555
	Iteration 2F: 3 clusters Score -993324.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -993502.625000 Penalty: 2915.018555
	Iteration 3F: 3 clusters Score -993502.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -993643.187500 Penalty: 2915.018555
	Iteration 4Q: 3 clusters Score -993643.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -993761.375000 Penalty: 2915.018555
	Iteration 5Q: 3 clusters Score -993761.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -993873.375000 Penalty: 2915.018555
	Iteration 6Q: 3 clusters Score -993873.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -994013.125000 Penalty: 2915.018555
	Iteration 7Q: 3 clusters Score -994013.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -994201.187500 Penalty: 2915.018555
	Iteration 8Q: 3 clusters Score -994201.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -994428.062500 Penalty: 2915.018555
	Iteration 9Q: 3 clusters Score -994428.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -994652.750000 Penalty: 2915.018555
	Iteration 10Q: 3 clusters Score -994652.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -994868.875000 Penalty: 2915.018555
	Iteration 11Q: 3 clusters Score -994868.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -995049.062500 Penalty: 2915.018555
	Iteration 12Q: 3 clusters Score -995049.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -995251.250000 Penalty: 2915.018555
	Iteration 13Q: 3 clusters Score -995251.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -995415.375000 Penalty: 2915.018555
	Iteration 14Q: 3 clusters Score -995415.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -995529.625000 Penalty: 2915.018555
	Iteration 15Q: 3 clusters Score -995529.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -995609.875000 Penalty: 2915.018555
	Iteration 16Q: 3 clusters Score -995609.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -995675.250000 Penalty: 2915.018555
	Iteration 17Q: 3 clusters Score -995675.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -995728.187500 Penalty: 2915.018555
	Iteration 18Q: 3 clusters Score -995728.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -995766.250000 Penalty: 2915.018555
	Iteration 19Q: 3 clusters Score -995766.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -995791.187500 Penalty: 2915.018555
	Iteration 20F: 3 clusters Score -995791.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -995815.750000 Penalty: 2915.018555
	Iteration 21Q: 3 clusters Score -995815.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -995838.812500 Penalty: 2915.018555
	Iteration 22Q: 3 clusters Score -995838.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -995855.437500 Penalty: 2915.018555
	Iteration 23Q: 3 clusters Score -995855.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -995869.000000 Penalty: 2915.018555
	Iteration 24Q: 3 clusters Score -995869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -995877.687500 Penalty: 2915.018555
	Iteration 25Q: 3 clusters Score -995877.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -995886.375000 Penalty: 2915.018555
	Iteration 26Q: 3 clusters Score -995886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -995892.750000 Penalty: 2915.018555
	Iteration 27Q: 3 clusters Score -995892.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -995896.375000 Penalty: 2915.018555
	Iteration 28Q: 3 clusters Score -995896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -995899.250000 Penalty: 2915.018555
	Iteration 29Q: 3 clusters Score -995899.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -995899.250000 Penalty: 2915.018555
	Iteration 30F: 3 clusters Score -995899.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Entering Unmasked Estep 
Score: -688097.187500 Penalty: 1408.022095
	Iteration 0F: 2 clusters Score -688097.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -683613.875000 Penalty: 2816.044189
	Iteration 0F: 3 clusters Score -683613.9 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -684917.750000 Penalty: 2816.044189
	Iteration 1F: 3 clusters Score -684917.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -685127.625000 Penalty: 2816.044189
	Iteration 2F: 3 clusters Score -685127.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -685318.062500 Penalty: 2816.044189
	Iteration 3F: 3 clusters Score -685318.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -685491.750000 Penalty: 2816.044189
	Iteration 4F: 3 clusters Score -685491.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -685634.687500 Penalty: 2816.044189
	Iteration 5Q: 3 clusters Score -685634.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -685766.750000 Penalty: 2816.044189
	Iteration 6Q: 3 clusters Score -685766.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -685887.500000 Penalty: 2816.044189
	Iteration 7Q: 3 clusters Score -685887.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -686021.812500 Penalty: 2816.044189
	Iteration 8Q: 3 clusters Score -686021.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -686154.062500 Penalty: 2816.044189
	Iteration 9Q: 3 clusters Score -686154.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -686275.500000 Penalty: 2816.044189
	Iteration 10Q: 3 clusters Score -686275.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -686392.062500 Penalty: 2816.044189
	Iteration 11Q: 3 clusters Score -686392.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -686510.437500 Penalty: 2816.044189
	Iteration 12Q: 3 clusters Score -686510.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -686614.687500 Penalty: 2816.044189
	Iteration 13Q: 3 clusters Score -686614.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -686702.875000 Penalty: 2816.044189
	Iteration 14Q: 3 clusters Score -686702.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -686792.937500 Penalty: 2816.044189
	Iteration 15Q: 3 clusters Score -686792.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -686870.250000 Penalty: 2816.044189
	Iteration 16Q: 3 clusters Score -686870.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -686933.375000 Penalty: 2816.044189
	Iteration 17Q: 3 clusters Score -686933.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -686964.125000 Penalty: 2816.044189
	Iteration 18Q: 3 clusters Score -686964.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -686982.875000 Penalty: 2816.044189
	Iteration 19Q: 3 clusters Score -686982.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -686998.125000 Penalty: 2816.044189
	Iteration 20F: 3 clusters Score -686998.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -687009.562500 Penalty: 2816.044189
	Iteration 21Q: 3 clusters Score -687009.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -687020.687500 Penalty: 2816.044189
	Iteration 22Q: 3 clusters Score -687020.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -687036.250000 Penalty: 2816.044189
	Iteration 23Q: 3 clusters Score -687036.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -687051.000000 Penalty: 2816.044189
	Iteration 24Q: 3 clusters Score -687051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -687060.562500 Penalty: 2816.044189
	Iteration 25Q: 3 clusters Score -687060.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -687067.312500 Penalty: 2816.044189
	Iteration 26Q: 3 clusters Score -687067.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -687074.312500 Penalty: 2816.044189
	Iteration 27Q: 3 clusters Score -687074.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -687081.375000 Penalty: 2816.044189
	Iteration 28Q: 3 clusters Score -687081.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -687088.750000 Penalty: 2816.044189
	Iteration 29Q: 3 clusters Score -687088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -687093.687500 Penalty: 2816.044189
	Iteration 30Q: 3 clusters Score -687093.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -687096.312500 Penalty: 2816.044189
	Iteration 31Q: 3 clusters Score -687096.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -687097.437500 Penalty: 2816.044189
	Iteration 32Q: 3 clusters Score -687097.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -687099.437500 Penalty: 2816.044189
	Iteration 33Q: 3 clusters Score -687099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -687099.875000 Penalty: 2816.044189
	Iteration 34Q: 3 clusters Score -687099.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -687100.687500 Penalty: 2816.044189
	Iteration 35Q: 3 clusters Score -687100.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -687103.250000 Penalty: 2816.044189
	Iteration 36Q: 3 clusters Score -687103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -687106.062500 Penalty: 2816.044189
	Iteration 37Q: 3 clusters Score -687106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -687107.062500 Penalty: 2816.044189
	Iteration 38Q: 3 clusters Score -687107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -687108.125000 Penalty: 2816.044189
	Iteration 39Q: 3 clusters Score -687108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -687109.312500 Penalty: 2816.044189
	Iteration 40F: 3 clusters Score -687109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -687111.375000 Penalty: 2816.044189
	Iteration 41Q: 3 clusters Score -687111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -687113.187500 Penalty: 2816.044189
	Iteration 42Q: 3 clusters Score -687113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -687113.625000 Penalty: 2816.044189
	Iteration 43Q: 3 clusters Score -687113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -687115.187500 Penalty: 2816.044189
	Iteration 44Q: 3 clusters Score -687115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -687121.875000 Penalty: 2816.044189
	Iteration 45Q: 3 clusters Score -687121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -687124.625000 Penalty: 2816.044189
	Iteration 46Q: 3 clusters Score -687124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -687126.500000 Penalty: 2816.044189
	Iteration 47Q: 3 clusters Score -687126.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -687127.187500 Penalty: 2816.044189
	Iteration 48Q: 3 clusters Score -687127.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -687128.937500 Penalty: 2816.044189
	Iteration 49Q: 3 clusters Score -687128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -687130.062500 Penalty: 2816.044189
	Iteration 50Q: 3 clusters Score -687130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -687131.312500 Penalty: 2816.044189
	Iteration 51Q: 3 clusters Score -687131.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -687132.687500 Penalty: 2816.044189
	Iteration 52Q: 3 clusters Score -687132.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -687133.562500 Penalty: 2816.044189
	Iteration 53Q: 3 clusters Score -687133.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -687133.562500 Penalty: 2816.044189
	Iteration 54F: 3 clusters Score -687133.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Entering Unmasked Estep 
Score: -487391.312500 Penalty: 1346.395874
	Iteration 0F: 2 clusters Score -487391.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -484108.125000 Penalty: 2692.791748
	Iteration 0F: 3 clusters Score -484108.1 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -484949.718750 Penalty: 2692.791748
	Iteration 1F: 3 clusters Score -484949.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -485139.406250 Penalty: 2692.791748
	Iteration 2F: 3 clusters Score -485139.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -485309.437500 Penalty: 2692.791748
	Iteration 3F: 3 clusters Score -485309.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -485439.781250 Penalty: 2692.791748
	Iteration 4Q: 3 clusters Score -485439.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -485555.281250 Penalty: 2692.791748
	Iteration 5Q: 3 clusters Score -485555.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -485636.937500 Penalty: 2692.791748
	Iteration 6Q: 3 clusters Score -485636.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -485696.343750 Penalty: 2692.791748
	Iteration 7Q: 3 clusters Score -485696.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -485745.312500 Penalty: 2692.791748
	Iteration 8Q: 3 clusters Score -485745.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -485782.218750 Penalty: 2692.791748
	Iteration 9Q: 3 clusters Score -485782.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -485814.343750 Penalty: 2692.791748
	Iteration 10Q: 3 clusters Score -485814.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -485842.250000 Penalty: 2692.791748
	Iteration 11Q: 3 clusters Score -485842.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -485869.562500 Penalty: 2692.791748
	Iteration 12Q: 3 clusters Score -485869.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -485898.625000 Penalty: 2692.791748
	Iteration 13Q: 3 clusters Score -485898.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -485931.218750 Penalty: 2692.791748
	Iteration 14Q: 3 clusters Score -485931.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -485957.812500 Penalty: 2692.791748
	Iteration 15Q: 3 clusters Score -485957.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -485988.687500 Penalty: 2692.791748
	Iteration 16Q: 3 clusters Score -485988.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -486019.968750 Penalty: 2692.791748
	Iteration 17Q: 3 clusters Score -486020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -486056.125000 Penalty: 2692.791748
	Iteration 18Q: 3 clusters Score -486056.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -486090.750000 Penalty: 2692.791748
	Iteration 19Q: 3 clusters Score -486090.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -486148.906250 Penalty: 2692.791748
	Iteration 20F: 3 clusters Score -486148.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -486217.281250 Penalty: 2692.791748
	Iteration 21Q: 3 clusters Score -486217.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -486263.031250 Penalty: 2692.791748
	Iteration 22Q: 3 clusters Score -486263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -486301.500000 Penalty: 2692.791748
	Iteration 23Q: 3 clusters Score -486301.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -486334.093750 Penalty: 2692.791748
	Iteration 24Q: 3 clusters Score -486334.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -486352.187500 Penalty: 2692.791748
	Iteration 25Q: 3 clusters Score -486352.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -486373.000000 Penalty: 2692.791748
	Iteration 26Q: 3 clusters Score -486373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -486392.250000 Penalty: 2692.791748
	Iteration 27Q: 3 clusters Score -486392.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -486418.062500 Penalty: 2692.791748
	Iteration 28Q: 3 clusters Score -486418.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -486438.531250 Penalty: 2692.791748
	Iteration 29Q: 3 clusters Score -486438.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -486459.343750 Penalty: 2692.791748
	Iteration 30Q: 3 clusters Score -486459.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -486488.375000 Penalty: 2692.791748
	Iteration 31Q: 3 clusters Score -486488.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -486510.031250 Penalty: 2692.791748
	Iteration 32Q: 3 clusters Score -486510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -486532.625000 Penalty: 2692.791748
	Iteration 33Q: 3 clusters Score -486532.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -486561.250000 Penalty: 2692.791748
	Iteration 34Q: 3 clusters Score -486561.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -486585.937500 Penalty: 2692.791748
	Iteration 35Q: 3 clusters Score -486585.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -486610.593750 Penalty: 2692.791748
	Iteration 36Q: 3 clusters Score -486610.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -486646.312500 Penalty: 2692.791748
	Iteration 37Q: 3 clusters Score -486646.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -486678.187500 Penalty: 2692.791748
	Iteration 38Q: 3 clusters Score -486678.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -486702.812500 Penalty: 2692.791748
	Iteration 39Q: 3 clusters Score -486702.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -486722.500000 Penalty: 2692.791748
	Iteration 40F: 3 clusters Score -486722.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -486737.468750 Penalty: 2692.791748
	Iteration 41Q: 3 clusters Score -486737.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -486755.437500 Penalty: 2692.791748
	Iteration 42Q: 3 clusters Score -486755.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -486770.687500 Penalty: 2692.791748
	Iteration 43Q: 3 clusters Score -486770.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -486778.875000 Penalty: 2692.791748
	Iteration 44Q: 3 clusters Score -486778.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -486785.250000 Penalty: 2692.791748
	Iteration 45Q: 3 clusters Score -486785.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -486791.000000 Penalty: 2692.791748
	Iteration 46Q: 3 clusters Score -486791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -486794.281250 Penalty: 2692.791748
	Iteration 47Q: 3 clusters Score -486794.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -486794.875000 Penalty: 2692.791748
	Iteration 48Q: 3 clusters Score -486794.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -486798.468750 Penalty: 2692.791748
	Iteration 49Q: 3 clusters Score -486798.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -486803.156250 Penalty: 2692.791748
	Iteration 50Q: 3 clusters Score -486803.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -486811.281250 Penalty: 2692.791748
	Iteration 51Q: 3 clusters Score -486811.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -486819.968750 Penalty: 2692.791748
	Iteration 52Q: 3 clusters Score -486820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -486829.781250 Penalty: 2692.791748
	Iteration 53Q: 3 clusters Score -486829.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -486838.843750 Penalty: 2692.791748
	Iteration 54Q: 3 clusters Score -486838.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -486849.625000 Penalty: 2692.791748
	Iteration 55Q: 3 clusters Score -486849.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -486857.406250 Penalty: 2692.791748
	Iteration 56Q: 3 clusters Score -486857.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -486866.187500 Penalty: 2692.791748
	Iteration 57Q: 3 clusters Score -486866.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -486870.031250 Penalty: 2692.791748
	Iteration 58Q: 3 clusters Score -486870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -486873.187500 Penalty: 2692.791748
	Iteration 59Q: 3 clusters Score -486873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -486874.125000 Penalty: 2692.791748
	Iteration 60F: 3 clusters Score -486874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -486876.062500 Penalty: 2692.791748
	Iteration 61Q: 3 clusters Score -486876.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -486877.062500 Penalty: 2692.791748
	Iteration 62Q: 3 clusters Score -486877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -486878.031250 Penalty: 2692.791748
	Iteration 63Q: 3 clusters Score -486878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -486881.625000 Penalty: 2692.791748
	Iteration 64Q: 3 clusters Score -486881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -486886.031250 Penalty: 2692.791748
	Iteration 65Q: 3 clusters Score -486886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -486887.281250 Penalty: 2692.791748
	Iteration 66Q: 3 clusters Score -486887.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -486889.250000 Penalty: 2692.791748
	Iteration 67Q: 3 clusters Score -486889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -486891.218750 Penalty: 2692.791748
	Iteration 68Q: 3 clusters Score -486891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -486892.593750 Penalty: 2692.791748
	Iteration 69Q: 3 clusters Score -486892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -486894.218750 Penalty: 2692.791748
	Iteration 70Q: 3 clusters Score -486894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -486893.625000 Penalty: 2692.791748
	Iteration 71Q: 3 clusters Score -486893.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -486893.500000 Penalty: 2692.791748
	Iteration 72Q: 3 clusters Score -486893.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -486893.500000 Penalty: 2692.791748
	Iteration 73F: 3 clusters Score -486893.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -31715.990234 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -31715.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30871.345703 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -30871.35 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30998.025391 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -30998.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31054.927734 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -31054.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31088.083984 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -31088.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -31127.576172 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -31127.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -31170.025391 Penalty: 1892.489868
	Iteration 5F: 3 clusters Score -31170.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -31212.351562 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -31212.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -31231.898438 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -31231.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -31284.154297 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -31284.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -31301.062500 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -31301.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -31307.892578 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -31307.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -31307.892578 Penalty: 1892.489868
	Iteration 11F: 3 clusters Score -31307.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -479279.968750 Penalty: 1350.122437
	Iteration 0F: 2 clusters Score -479280 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 2067 members 
Entering Unmasked Estep 
Score: -475910.718750 Penalty: 2700.244873
	Iteration 0F: 3 clusters Score -475910.7 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -476748.343750 Penalty: 2700.244873
	Iteration 1F: 3 clusters Score -476748.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -476872.875000 Penalty: 2700.244873
	Iteration 2F: 3 clusters Score -476872.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -476950.843750 Penalty: 2700.244873
	Iteration 3Q: 3 clusters Score -476950.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -476999.000000 Penalty: 2700.244873
	Iteration 4Q: 3 clusters Score -476999 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -477035.593750 Penalty: 2700.244873
	Iteration 5Q: 3 clusters Score -477035.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -477071.312500 Penalty: 2700.244873
	Iteration 6Q: 3 clusters Score -477071.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -477105.968750 Penalty: 2700.244873
	Iteration 7Q: 3 clusters Score -477106 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -477140.562500 Penalty: 2700.244873
	Iteration 8Q: 3 clusters Score -477140.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -477178.343750 Penalty: 2700.244873
	Iteration 9Q: 3 clusters Score -477178.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -477210.125000 Penalty: 2700.244873
	Iteration 10Q: 3 clusters Score -477210.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -477239.781250 Penalty: 2700.244873
	Iteration 11Q: 3 clusters Score -477239.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -477262.187500 Penalty: 2700.244873
	Iteration 12Q: 3 clusters Score -477262.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -477286.718750 Penalty: 2700.244873
	Iteration 13Q: 3 clusters Score -477286.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -477308.406250 Penalty: 2700.244873
	Iteration 14Q: 3 clusters Score -477308.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -477326.593750 Penalty: 2700.244873
	Iteration 15Q: 3 clusters Score -477326.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -477350.593750 Penalty: 2700.244873
	Iteration 16Q: 3 clusters Score -477350.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -477369.875000 Penalty: 2700.244873
	Iteration 17Q: 3 clusters Score -477369.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -477392.156250 Penalty: 2700.244873
	Iteration 18Q: 3 clusters Score -477392.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -477418.406250 Penalty: 2700.244873
	Iteration 19Q: 3 clusters Score -477418.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -477442.937500 Penalty: 2700.244873
	Iteration 20F: 3 clusters Score -477442.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -477472.406250 Penalty: 2700.244873
	Iteration 21Q: 3 clusters Score -477472.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -477503.343750 Penalty: 2700.244873
	Iteration 22Q: 3 clusters Score -477503.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -477533.093750 Penalty: 2700.244873
	Iteration 23Q: 3 clusters Score -477533.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -477576.500000 Penalty: 2700.244873
	Iteration 24Q: 3 clusters Score -477576.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -477633.562500 Penalty: 2700.244873
	Iteration 25Q: 3 clusters Score -477633.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -477680.156250 Penalty: 2700.244873
	Iteration 26Q: 3 clusters Score -477680.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -477728.500000 Penalty: 2700.244873
	Iteration 27Q: 3 clusters Score -477728.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -477780.468750 Penalty: 2700.244873
	Iteration 28Q: 3 clusters Score -477780.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -477833.500000 Penalty: 2700.244873
	Iteration 29Q: 3 clusters Score -477833.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -477875.656250 Penalty: 2700.244873
	Iteration 30Q: 3 clusters Score -477875.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -477912.218750 Penalty: 2700.244873
	Iteration 31Q: 3 clusters Score -477912.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -477952.781250 Penalty: 2700.244873
	Iteration 32Q: 3 clusters Score -477952.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -477988.843750 Penalty: 2700.244873
	Iteration 33Q: 3 clusters Score -477988.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -478014.406250 Penalty: 2700.244873
	Iteration 34Q: 3 clusters Score -478014.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -478023.875000 Penalty: 2700.244873
	Iteration 35Q: 3 clusters Score -478023.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -478038.187500 Penalty: 2700.244873
	Iteration 36Q: 3 clusters Score -478038.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -478051.406250 Penalty: 2700.244873
	Iteration 37Q: 3 clusters Score -478051.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -478065.781250 Penalty: 2700.244873
	Iteration 38Q: 3 clusters Score -478065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -478072.343750 Penalty: 2700.244873
	Iteration 39Q: 3 clusters Score -478072.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -478075.468750 Penalty: 2700.244873
	Iteration 40F: 3 clusters Score -478075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -478076.875000 Penalty: 2700.244873
	Iteration 41Q: 3 clusters Score -478076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -478077.343750 Penalty: 2700.244873
	Iteration 42Q: 3 clusters Score -478077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -478077.343750 Penalty: 2700.244873
	Iteration 43F: 3 clusters Score -478077.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17830.117188 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17830.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17188.507812 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -17188.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17304.083984 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -17304.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17369.302734 Penalty: 1696.615723
	Iteration 2F: 3 clusters Score -17369.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17393.185547 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -17393.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17430.300781 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -17430.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17442.818359 Penalty: 1696.615723
	Iteration 5Q: 3 clusters Score -17442.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17451.162109 Penalty: 1696.615723
	Iteration 6Q: 3 clusters Score -17451.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17451.162109 Penalty: 1696.615723
	Iteration 7F: 3 clusters Score -17451.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Entering Unmasked Estep 
Score: -4825677.000000 Penalty: 1713.793213
	Iteration 0F: 2 clusters Score -4825677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -4800040.000000 Penalty: 3427.586426
	Iteration 0F: 3 clusters Score -4800040 nChanged 17796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4809861.500000 Penalty: 3427.586426
	Iteration 1F: 3 clusters Score -4809862 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -4810274.000000 Penalty: 3427.586426
	Iteration 2Q: 3 clusters Score -4810274 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -4810702.000000 Penalty: 3427.586426
	Iteration 3Q: 3 clusters Score -4810702 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -4811197.500000 Penalty: 3427.586426
	Iteration 4Q: 3 clusters Score -4811198 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -4811950.500000 Penalty: 3427.586426
	Iteration 5Q: 3 clusters Score -4811950 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4813059.500000 Penalty: 3427.586426
	Iteration 6F: 3 clusters Score -4813060 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -4814735.500000 Penalty: 3427.586426
	Iteration 7F: 3 clusters Score -4814736 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -4816824.500000 Penalty: 3427.586426
	Iteration 8F: 3 clusters Score -4816824 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -4819102.000000 Penalty: 3427.586426
	Iteration 9F: 3 clusters Score -4819102 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -4821089.000000 Penalty: 3427.586426
	Iteration 10F: 3 clusters Score -4821089 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4822449.000000 Penalty: 3427.586426
	Iteration 11Q: 3 clusters Score -4822449 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4823272.500000 Penalty: 3427.586426
	Iteration 12Q: 3 clusters Score -4823272 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4823714.500000 Penalty: 3427.586426
	Iteration 13Q: 3 clusters Score -4823714 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4823948.500000 Penalty: 3427.586426
	Iteration 14Q: 3 clusters Score -4823948 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4824075.000000 Penalty: 3427.586426
	Iteration 15Q: 3 clusters Score -4824075 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4824134.500000 Penalty: 3427.586426
	Iteration 16Q: 3 clusters Score -4824134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4824160.000000 Penalty: 3427.586426
	Iteration 17Q: 3 clusters Score -4824160 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4824190.500000 Penalty: 3427.586426
	Iteration 18Q: 3 clusters Score -4824190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4824225.000000 Penalty: 3427.586426
	Iteration 19Q: 3 clusters Score -4824225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4824244.000000 Penalty: 3427.586426
	Iteration 20F: 3 clusters Score -4824244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4824262.500000 Penalty: 3427.586426
	Iteration 21Q: 3 clusters Score -4824262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4824267.500000 Penalty: 3427.586426
	Iteration 22Q: 3 clusters Score -4824268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4824273.000000 Penalty: 3427.586426
	Iteration 23Q: 3 clusters Score -4824273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4824277.500000 Penalty: 3427.586426
	Iteration 24Q: 3 clusters Score -4824278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4824281.500000 Penalty: 3427.586426
	Iteration 25Q: 3 clusters Score -4824282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4824285.500000 Penalty: 3427.586426
	Iteration 26Q: 3 clusters Score -4824286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4824284.000000 Penalty: 3427.586426
	Iteration 27Q: 3 clusters Score -4824284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4824286.000000 Penalty: 3427.586426
	Iteration 28Q: 3 clusters Score -4824286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4824286.000000 Penalty: 3427.586426
	Iteration 29F: 3 clusters Score -4824286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -867943.125000 Penalty: 1438.302246
	Iteration 0F: 2 clusters Score -867943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -862711.875000 Penalty: 2876.604492
	Iteration 0F: 3 clusters Score -862711.9 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -864211.375000 Penalty: 2876.604492
	Iteration 1F: 3 clusters Score -864211.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -864423.812500 Penalty: 2876.604492
	Iteration 2F: 3 clusters Score -864423.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -864584.250000 Penalty: 2876.604492
	Iteration 3F: 3 clusters Score -864584.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -864697.875000 Penalty: 2876.604492
	Iteration 4Q: 3 clusters Score -864697.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -864801.437500 Penalty: 2876.604492
	Iteration 5Q: 3 clusters Score -864801.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -864908.562500 Penalty: 2876.604492
	Iteration 6Q: 3 clusters Score -864908.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -864995.187500 Penalty: 2876.604492
	Iteration 7Q: 3 clusters Score -864995.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -865074.625000 Penalty: 2876.604492
	Iteration 8Q: 3 clusters Score -865074.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -865158.062500 Penalty: 2876.604492
	Iteration 9Q: 3 clusters Score -865158.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -865241.750000 Penalty: 2876.604492
	Iteration 10Q: 3 clusters Score -865241.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -865311.875000 Penalty: 2876.604492
	Iteration 11Q: 3 clusters Score -865311.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -865383.500000 Penalty: 2876.604492
	Iteration 12Q: 3 clusters Score -865383.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -865454.000000 Penalty: 2876.604492
	Iteration 13Q: 3 clusters Score -865454 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -865520.750000 Penalty: 2876.604492
	Iteration 14Q: 3 clusters Score -865520.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -865600.812500 Penalty: 2876.604492
	Iteration 15Q: 3 clusters Score -865600.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -865694.812500 Penalty: 2876.604492
	Iteration 16Q: 3 clusters Score -865694.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -865787.625000 Penalty: 2876.604492
	Iteration 17Q: 3 clusters Score -865787.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -865853.937500 Penalty: 2876.604492
	Iteration 18Q: 3 clusters Score -865853.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -865925.187500 Penalty: 2876.604492
	Iteration 19Q: 3 clusters Score -865925.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -865994.250000 Penalty: 2876.604492
	Iteration 20F: 3 clusters Score -865994.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -866058.875000 Penalty: 2876.604492
	Iteration 21Q: 3 clusters Score -866058.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -866108.625000 Penalty: 2876.604492
	Iteration 22Q: 3 clusters Score -866108.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -866144.812500 Penalty: 2876.604492
	Iteration 23Q: 3 clusters Score -866144.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -866174.875000 Penalty: 2876.604492
	Iteration 24Q: 3 clusters Score -866174.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -866196.062500 Penalty: 2876.604492
	Iteration 25Q: 3 clusters Score -866196.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -866209.500000 Penalty: 2876.604492
	Iteration 26Q: 3 clusters Score -866209.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -866226.187500 Penalty: 2876.604492
	Iteration 27Q: 3 clusters Score -866226.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -866249.375000 Penalty: 2876.604492
	Iteration 28Q: 3 clusters Score -866249.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -866271.437500 Penalty: 2876.604492
	Iteration 29Q: 3 clusters Score -866271.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -866285.750000 Penalty: 2876.604492
	Iteration 30Q: 3 clusters Score -866285.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -866295.875000 Penalty: 2876.604492
	Iteration 31Q: 3 clusters Score -866295.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -866312.000000 Penalty: 2876.604492
	Iteration 32Q: 3 clusters Score -866312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -866320.750000 Penalty: 2876.604492
	Iteration 33Q: 3 clusters Score -866320.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -866328.937500 Penalty: 2876.604492
	Iteration 34Q: 3 clusters Score -866328.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -866335.500000 Penalty: 2876.604492
	Iteration 35Q: 3 clusters Score -866335.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -866339.875000 Penalty: 2876.604492
	Iteration 36Q: 3 clusters Score -866339.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -866343.812500 Penalty: 2876.604492
	Iteration 37Q: 3 clusters Score -866343.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -866349.937500 Penalty: 2876.604492
	Iteration 38Q: 3 clusters Score -866349.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -866352.625000 Penalty: 2876.604492
	Iteration 39Q: 3 clusters Score -866352.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -866354.562500 Penalty: 2876.604492
	Iteration 40F: 3 clusters Score -866354.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -866355.375000 Penalty: 2876.604492
	Iteration 41Q: 3 clusters Score -866355.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -866359.937500 Penalty: 2876.604492
	Iteration 42Q: 3 clusters Score -866359.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -866364.125000 Penalty: 2876.604492
	Iteration 43Q: 3 clusters Score -866364.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -866368.812500 Penalty: 2876.604492
	Iteration 44Q: 3 clusters Score -866368.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -866370.562500 Penalty: 2876.604492
	Iteration 45Q: 3 clusters Score -866370.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -866372.375000 Penalty: 2876.604492
	Iteration 46Q: 3 clusters Score -866372.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -866375.750000 Penalty: 2876.604492
	Iteration 47Q: 3 clusters Score -866375.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -866377.062500 Penalty: 2876.604492
	Iteration 48Q: 3 clusters Score -866377.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -866379.500000 Penalty: 2876.604492
	Iteration 49Q: 3 clusters Score -866379.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -866381.062500 Penalty: 2876.604492
	Iteration 50Q: 3 clusters Score -866381.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -866382.875000 Penalty: 2876.604492
	Iteration 51Q: 3 clusters Score -866382.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -866385.250000 Penalty: 2876.604492
	Iteration 52Q: 3 clusters Score -866385.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -866389.062500 Penalty: 2876.604492
	Iteration 53Q: 3 clusters Score -866389.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -866390.187500 Penalty: 2876.604492
	Iteration 54Q: 3 clusters Score -866390.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -866391.250000 Penalty: 2876.604492
	Iteration 55Q: 3 clusters Score -866391.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -866392.125000 Penalty: 2876.604492
	Iteration 56Q: 3 clusters Score -866392.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -866392.312500 Penalty: 2876.604492
	Iteration 57Q: 3 clusters Score -866392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -866393.312500 Penalty: 2876.604492
	Iteration 58Q: 3 clusters Score -866393.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -866394.312500 Penalty: 2876.604492
	Iteration 59Q: 3 clusters Score -866394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -866395.000000 Penalty: 2876.604492
	Iteration 60F: 3 clusters Score -866395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -866395.937500 Penalty: 2876.604492
	Iteration 61Q: 3 clusters Score -866395.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -866394.375000 Penalty: 2876.604492
	Iteration 62Q: 3 clusters Score -866394.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -866395.250000 Penalty: 2876.604492
	Iteration 63Q: 3 clusters Score -866395.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -866396.875000 Penalty: 2876.604492
	Iteration 64Q: 3 clusters Score -866396.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -866399.187500 Penalty: 2876.604492
	Iteration 65Q: 3 clusters Score -866399.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -866397.687500 Penalty: 2876.604492
	Iteration 66Q: 3 clusters Score -866397.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -866400.250000 Penalty: 2876.604492
	Iteration 67Q: 3 clusters Score -866400.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -866400.312500 Penalty: 2876.604492
	Iteration 68Q: 3 clusters Score -866400.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -866401.687500 Penalty: 2876.604492
	Iteration 69Q: 3 clusters Score -866401.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -866402.687500 Penalty: 2876.604492
	Iteration 70Q: 3 clusters Score -866402.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -866400.812500 Penalty: 2876.604492
	Iteration 71Q: 3 clusters Score -866400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -866404.062500 Penalty: 2876.604492
	Iteration 72Q: 3 clusters Score -866404.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -866405.812500 Penalty: 2876.604492
	Iteration 73Q: 3 clusters Score -866405.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -866408.875000 Penalty: 2876.604492
	Iteration 74Q: 3 clusters Score -866408.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -866411.375000 Penalty: 2876.604492
	Iteration 75Q: 3 clusters Score -866411.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -866413.125000 Penalty: 2876.604492
	Iteration 76Q: 3 clusters Score -866413.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -866415.187500 Penalty: 2876.604492
	Iteration 77Q: 3 clusters Score -866415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -866414.375000 Penalty: 2876.604492
	Iteration 78Q: 3 clusters Score -866414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -866414.875000 Penalty: 2876.604492
	Iteration 79Q: 3 clusters Score -866414.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -866414.062500 Penalty: 2876.604492
	Iteration 80F: 3 clusters Score -866414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -866415.625000 Penalty: 2876.604492
	Iteration 81Q: 3 clusters Score -866415.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -866414.125000 Penalty: 2876.604492
	Iteration 82Q: 3 clusters Score -866414.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -866415.312500 Penalty: 2876.604492
	Iteration 83Q: 3 clusters Score -866415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -866417.562500 Penalty: 2876.604492
	Iteration 84Q: 3 clusters Score -866417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -866419.062500 Penalty: 2876.604492
	Iteration 85Q: 3 clusters Score -866419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -866419.250000 Penalty: 2876.604492
	Iteration 86Q: 3 clusters Score -866419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -866418.500000 Penalty: 2876.604492
	Iteration 87Q: 3 clusters Score -866418.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -866419.125000 Penalty: 2876.604492
	Iteration 88Q: 3 clusters Score -866419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -866421.062500 Penalty: 2876.604492
	Iteration 89Q: 3 clusters Score -866421.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -866422.187500 Penalty: 2876.604492
	Iteration 90Q: 3 clusters Score -866422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -866421.500000 Penalty: 2876.604492
	Iteration 91Q: 3 clusters Score -866421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -866421.500000 Penalty: 2876.604492
	Iteration 92F: 3 clusters Score -866421.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Entering Unmasked Estep 
Score: -2529896.000000 Penalty: 1612.239624
	Iteration 0F: 2 clusters Score -2529896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2516054.500000 Penalty: 3224.479248
	Iteration 0F: 3 clusters Score -2516054 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2521146.250000 Penalty: 3224.479248
	Iteration 1F: 3 clusters Score -2521146 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2521567.000000 Penalty: 3224.479248
	Iteration 2F: 3 clusters Score -2521567 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2522060.750000 Penalty: 3224.479248
	Iteration 3F: 3 clusters Score -2522061 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2522698.500000 Penalty: 3224.479248
	Iteration 4F: 3 clusters Score -2522698 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2523480.000000 Penalty: 3224.479248
	Iteration 5F: 3 clusters Score -2523480 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2524404.250000 Penalty: 3224.479248
	Iteration 6F: 3 clusters Score -2524404 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2525307.250000 Penalty: 3224.479248
	Iteration 7F: 3 clusters Score -2525307 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2526127.500000 Penalty: 3224.479248
	Iteration 8F: 3 clusters Score -2526128 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2526826.000000 Penalty: 3224.479248
	Iteration 9Q: 3 clusters Score -2526826 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2527356.000000 Penalty: 3224.479248
	Iteration 10Q: 3 clusters Score -2527356 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2527761.500000 Penalty: 3224.479248
	Iteration 11Q: 3 clusters Score -2527762 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2528021.250000 Penalty: 3224.479248
	Iteration 12Q: 3 clusters Score -2528021 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2528185.000000 Penalty: 3224.479248
	Iteration 13Q: 3 clusters Score -2528185 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2528317.250000 Penalty: 3224.479248
	Iteration 14Q: 3 clusters Score -2528317 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2528387.250000 Penalty: 3224.479248
	Iteration 15Q: 3 clusters Score -2528387 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2528453.500000 Penalty: 3224.479248
	Iteration 16Q: 3 clusters Score -2528454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2528491.000000 Penalty: 3224.479248
	Iteration 17Q: 3 clusters Score -2528491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2528517.250000 Penalty: 3224.479248
	Iteration 18Q: 3 clusters Score -2528517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2528531.000000 Penalty: 3224.479248
	Iteration 19Q: 3 clusters Score -2528531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2528536.750000 Penalty: 3224.479248
	Iteration 20F: 3 clusters Score -2528537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2528541.500000 Penalty: 3224.479248
	Iteration 21Q: 3 clusters Score -2528542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2528546.250000 Penalty: 3224.479248
	Iteration 22Q: 3 clusters Score -2528546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2528546.000000 Penalty: 3224.479248
	Iteration 23Q: 3 clusters Score -2528546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2528550.500000 Penalty: 3224.479248
	Iteration 24Q: 3 clusters Score -2528550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2528553.750000 Penalty: 3224.479248
	Iteration 25Q: 3 clusters Score -2528554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2528556.250000 Penalty: 3224.479248
	Iteration 26Q: 3 clusters Score -2528556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2528557.750000 Penalty: 3224.479248
	Iteration 27Q: 3 clusters Score -2528558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2528556.750000 Penalty: 3224.479248
	Iteration 28Q: 3 clusters Score -2528557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2528556.750000 Penalty: 3224.479248
	Iteration 29F: 3 clusters Score -2528557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Entering Unmasked Estep 
Score: -2022703.000000 Penalty: 1581.447876
	Iteration 0F: 2 clusters Score -2022703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2011271.125000 Penalty: 3162.895752
	Iteration 0F: 3 clusters Score -2011271 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2015177.625000 Penalty: 3162.895752
	Iteration 1F: 3 clusters Score -2015178 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2015525.750000 Penalty: 3162.895752
	Iteration 2F: 3 clusters Score -2015526 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2015835.750000 Penalty: 3162.895752
	Iteration 3Q: 3 clusters Score -2015836 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2016134.000000 Penalty: 3162.895752
	Iteration 4Q: 3 clusters Score -2016134 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2016425.250000 Penalty: 3162.895752
	Iteration 5Q: 3 clusters Score -2016425 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2016716.125000 Penalty: 3162.895752
	Iteration 6Q: 3 clusters Score -2016716 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2017037.125000 Penalty: 3162.895752
	Iteration 7Q: 3 clusters Score -2017037 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2017395.875000 Penalty: 3162.895752
	Iteration 8Q: 3 clusters Score -2017396 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2017774.125000 Penalty: 3162.895752
	Iteration 9Q: 3 clusters Score -2017774 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2018108.375000 Penalty: 3162.895752
	Iteration 10Q: 3 clusters Score -2018108 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2018383.750000 Penalty: 3162.895752
	Iteration 11Q: 3 clusters Score -2018384 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2018615.875000 Penalty: 3162.895752
	Iteration 12Q: 3 clusters Score -2018616 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2018814.625000 Penalty: 3162.895752
	Iteration 13Q: 3 clusters Score -2018815 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2018947.875000 Penalty: 3162.895752
	Iteration 14Q: 3 clusters Score -2018948 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2019037.375000 Penalty: 3162.895752
	Iteration 15Q: 3 clusters Score -2019037 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2019127.375000 Penalty: 3162.895752
	Iteration 16Q: 3 clusters Score -2019127 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2019205.875000 Penalty: 3162.895752
	Iteration 17Q: 3 clusters Score -2019206 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2019312.125000 Penalty: 3162.895752
	Iteration 18Q: 3 clusters Score -2019312 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2019422.625000 Penalty: 3162.895752
	Iteration 19Q: 3 clusters Score -2019423 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2019537.750000 Penalty: 3162.895752
	Iteration 20F: 3 clusters Score -2019538 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2019648.750000 Penalty: 3162.895752
	Iteration 21Q: 3 clusters Score -2019649 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2019756.625000 Penalty: 3162.895752
	Iteration 22Q: 3 clusters Score -2019757 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2019888.000000 Penalty: 3162.895752
	Iteration 23Q: 3 clusters Score -2019888 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2020029.750000 Penalty: 3162.895752
	Iteration 24Q: 3 clusters Score -2020030 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2020161.375000 Penalty: 3162.895752
	Iteration 25Q: 3 clusters Score -2020161 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2020264.500000 Penalty: 3162.895752
	Iteration 26Q: 3 clusters Score -2020264 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2020361.875000 Penalty: 3162.895752
	Iteration 27Q: 3 clusters Score -2020362 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2020436.375000 Penalty: 3162.895752
	Iteration 28Q: 3 clusters Score -2020436 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2020504.375000 Penalty: 3162.895752
	Iteration 29Q: 3 clusters Score -2020504 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2020560.000000 Penalty: 3162.895752
	Iteration 30Q: 3 clusters Score -2020560 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2020599.875000 Penalty: 3162.895752
	Iteration 31Q: 3 clusters Score -2020600 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2020658.250000 Penalty: 3162.895752
	Iteration 32Q: 3 clusters Score -2020658 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2020700.875000 Penalty: 3162.895752
	Iteration 33Q: 3 clusters Score -2020701 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2020738.125000 Penalty: 3162.895752
	Iteration 34Q: 3 clusters Score -2020738 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2020779.750000 Penalty: 3162.895752
	Iteration 35Q: 3 clusters Score -2020780 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2020811.250000 Penalty: 3162.895752
	Iteration 36Q: 3 clusters Score -2020811 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2020842.000000 Penalty: 3162.895752
	Iteration 37Q: 3 clusters Score -2020842 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2020870.750000 Penalty: 3162.895752
	Iteration 38Q: 3 clusters Score -2020871 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2020894.250000 Penalty: 3162.895752
	Iteration 39Q: 3 clusters Score -2020894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2020906.875000 Penalty: 3162.895752
	Iteration 40F: 3 clusters Score -2020907 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2020931.000000 Penalty: 3162.895752
	Iteration 41Q: 3 clusters Score -2020931 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2020938.375000 Penalty: 3162.895752
	Iteration 42Q: 3 clusters Score -2020938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2020957.500000 Penalty: 3162.895752
	Iteration 43Q: 3 clusters Score -2020958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2020962.625000 Penalty: 3162.895752
	Iteration 44Q: 3 clusters Score -2020963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2020970.500000 Penalty: 3162.895752
	Iteration 45Q: 3 clusters Score -2020970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2020982.250000 Penalty: 3162.895752
	Iteration 46Q: 3 clusters Score -2020982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2020990.625000 Penalty: 3162.895752
	Iteration 47Q: 3 clusters Score -2020991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2020995.250000 Penalty: 3162.895752
	Iteration 48Q: 3 clusters Score -2020995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2021004.000000 Penalty: 3162.895752
	Iteration 49Q: 3 clusters Score -2021004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2021011.375000 Penalty: 3162.895752
	Iteration 50Q: 3 clusters Score -2021011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2021014.500000 Penalty: 3162.895752
	Iteration 51Q: 3 clusters Score -2021014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2021015.125000 Penalty: 3162.895752
	Iteration 52Q: 3 clusters Score -2021015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2021022.625000 Penalty: 3162.895752
	Iteration 53Q: 3 clusters Score -2021023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2021023.375000 Penalty: 3162.895752
	Iteration 54Q: 3 clusters Score -2021023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2021024.375000 Penalty: 3162.895752
	Iteration 55Q: 3 clusters Score -2021024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2021028.000000 Penalty: 3162.895752
	Iteration 56Q: 3 clusters Score -2021028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2021028.500000 Penalty: 3162.895752
	Iteration 57Q: 3 clusters Score -2021028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2021029.250000 Penalty: 3162.895752
	Iteration 58Q: 3 clusters Score -2021029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2021034.875000 Penalty: 3162.895752
	Iteration 59Q: 3 clusters Score -2021035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2021033.375000 Penalty: 3162.895752
	Iteration 60F: 3 clusters Score -2021033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2021035.625000 Penalty: 3162.895752
	Iteration 61Q: 3 clusters Score -2021036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2021041.000000 Penalty: 3162.895752
	Iteration 62Q: 3 clusters Score -2021041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2021048.625000 Penalty: 3162.895752
	Iteration 63Q: 3 clusters Score -2021049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2021050.125000 Penalty: 3162.895752
	Iteration 64Q: 3 clusters Score -2021050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2021054.875000 Penalty: 3162.895752
	Iteration 65Q: 3 clusters Score -2021055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2021059.375000 Penalty: 3162.895752
	Iteration 66Q: 3 clusters Score -2021059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2021067.625000 Penalty: 3162.895752
	Iteration 67Q: 3 clusters Score -2021068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2021080.875000 Penalty: 3162.895752
	Iteration 68Q: 3 clusters Score -2021081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2021093.000000 Penalty: 3162.895752
	Iteration 69Q: 3 clusters Score -2021093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2021107.250000 Penalty: 3162.895752
	Iteration 70Q: 3 clusters Score -2021107 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2021119.125000 Penalty: 3162.895752
	Iteration 71Q: 3 clusters Score -2021119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2021132.000000 Penalty: 3162.895752
	Iteration 72Q: 3 clusters Score -2021132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2021136.750000 Penalty: 3162.895752
	Iteration 73Q: 3 clusters Score -2021137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2021147.375000 Penalty: 3162.895752
	Iteration 74Q: 3 clusters Score -2021147 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2021155.750000 Penalty: 3162.895752
	Iteration 75Q: 3 clusters Score -2021156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2021154.750000 Penalty: 3162.895752
	Iteration 76Q: 3 clusters Score -2021155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2021161.375000 Penalty: 3162.895752
	Iteration 77Q: 3 clusters Score -2021161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2021161.875000 Penalty: 3162.895752
	Iteration 78Q: 3 clusters Score -2021162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2021165.750000 Penalty: 3162.895752
	Iteration 79Q: 3 clusters Score -2021166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2021166.000000 Penalty: 3162.895752
	Iteration 80F: 3 clusters Score -2021166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2021167.000000 Penalty: 3162.895752
	Iteration 81Q: 3 clusters Score -2021167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2021166.750000 Penalty: 3162.895752
	Iteration 82Q: 3 clusters Score -2021167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2021167.500000 Penalty: 3162.895752
	Iteration 83Q: 3 clusters Score -2021168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2021167.750000 Penalty: 3162.895752
	Iteration 84Q: 3 clusters Score -2021168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2021168.250000 Penalty: 3162.895752
	Iteration 85Q: 3 clusters Score -2021168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2021167.875000 Penalty: 3162.895752
	Iteration 86Q: 3 clusters Score -2021168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2021168.875000 Penalty: 3162.895752
	Iteration 87Q: 3 clusters Score -2021169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2021178.750000 Penalty: 3162.895752
	Iteration 88Q: 3 clusters Score -2021179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2021179.000000 Penalty: 3162.895752
	Iteration 89Q: 3 clusters Score -2021179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2021181.500000 Penalty: 3162.895752
	Iteration 90Q: 3 clusters Score -2021182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2021185.250000 Penalty: 3162.895752
	Iteration 91Q: 3 clusters Score -2021185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2021183.250000 Penalty: 3162.895752
	Iteration 92Q: 3 clusters Score -2021183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2021183.375000 Penalty: 3162.895752
	Iteration 93Q: 3 clusters Score -2021183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2021186.750000 Penalty: 3162.895752
	Iteration 94Q: 3 clusters Score -2021187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2021185.875000 Penalty: 3162.895752
	Iteration 95Q: 3 clusters Score -2021186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2021189.625000 Penalty: 3162.895752
	Iteration 96Q: 3 clusters Score -2021190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2021187.875000 Penalty: 3162.895752
	Iteration 97Q: 3 clusters Score -2021188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2021188.750000 Penalty: 3162.895752
	Iteration 98Q: 3 clusters Score -2021189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2021188.750000 Penalty: 3162.895752
	Iteration 99F: 3 clusters Score -2021189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -487937.687500 Penalty: 1349.922119
	Iteration 0F: 2 clusters Score -487937.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -484525.125000 Penalty: 2699.844238
	Iteration 0F: 3 clusters Score -484525.1 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -485487.156250 Penalty: 2699.844238
	Iteration 1F: 3 clusters Score -485487.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -485639.062500 Penalty: 2699.844238
	Iteration 2F: 3 clusters Score -485639.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -485746.812500 Penalty: 2699.844238
	Iteration 3Q: 3 clusters Score -485746.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -485835.312500 Penalty: 2699.844238
	Iteration 4Q: 3 clusters Score -485835.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -485899.812500 Penalty: 2699.844238
	Iteration 5Q: 3 clusters Score -485899.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -485949.625000 Penalty: 2699.844238
	Iteration 6Q: 3 clusters Score -485949.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -486001.343750 Penalty: 2699.844238
	Iteration 7Q: 3 clusters Score -486001.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -486060.000000 Penalty: 2699.844238
	Iteration 8Q: 3 clusters Score -486060 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -486124.093750 Penalty: 2699.844238
	Iteration 9Q: 3 clusters Score -486124.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -486172.468750 Penalty: 2699.844238
	Iteration 10Q: 3 clusters Score -486172.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -486226.812500 Penalty: 2699.844238
	Iteration 11Q: 3 clusters Score -486226.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -486269.156250 Penalty: 2699.844238
	Iteration 12Q: 3 clusters Score -486269.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -486300.812500 Penalty: 2699.844238
	Iteration 13Q: 3 clusters Score -486300.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -486326.750000 Penalty: 2699.844238
	Iteration 14Q: 3 clusters Score -486326.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -486353.187500 Penalty: 2699.844238
	Iteration 15Q: 3 clusters Score -486353.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -486371.937500 Penalty: 2699.844238
	Iteration 16Q: 3 clusters Score -486371.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -486392.437500 Penalty: 2699.844238
	Iteration 17Q: 3 clusters Score -486392.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -486410.937500 Penalty: 2699.844238
	Iteration 18Q: 3 clusters Score -486410.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -486432.000000 Penalty: 2699.844238
	Iteration 19Q: 3 clusters Score -486432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -486449.656250 Penalty: 2699.844238
	Iteration 20F: 3 clusters Score -486449.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -486464.718750 Penalty: 2699.844238
	Iteration 21Q: 3 clusters Score -486464.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -486477.625000 Penalty: 2699.844238
	Iteration 22Q: 3 clusters Score -486477.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -486489.781250 Penalty: 2699.844238
	Iteration 23Q: 3 clusters Score -486489.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -486502.375000 Penalty: 2699.844238
	Iteration 24Q: 3 clusters Score -486502.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -486515.437500 Penalty: 2699.844238
	Iteration 25Q: 3 clusters Score -486515.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -486521.843750 Penalty: 2699.844238
	Iteration 26Q: 3 clusters Score -486521.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -486529.812500 Penalty: 2699.844238
	Iteration 27Q: 3 clusters Score -486529.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -486534.343750 Penalty: 2699.844238
	Iteration 28Q: 3 clusters Score -486534.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -486537.718750 Penalty: 2699.844238
	Iteration 29Q: 3 clusters Score -486537.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -486543.000000 Penalty: 2699.844238
	Iteration 30Q: 3 clusters Score -486543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -486545.812500 Penalty: 2699.844238
	Iteration 31Q: 3 clusters Score -486545.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -486554.875000 Penalty: 2699.844238
	Iteration 32Q: 3 clusters Score -486554.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -486565.531250 Penalty: 2699.844238
	Iteration 33Q: 3 clusters Score -486565.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -486572.750000 Penalty: 2699.844238
	Iteration 34Q: 3 clusters Score -486572.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -486583.312500 Penalty: 2699.844238
	Iteration 35Q: 3 clusters Score -486583.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -486592.562500 Penalty: 2699.844238
	Iteration 36Q: 3 clusters Score -486592.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -486600.781250 Penalty: 2699.844238
	Iteration 37Q: 3 clusters Score -486600.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -486608.468750 Penalty: 2699.844238
	Iteration 38Q: 3 clusters Score -486608.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -486618.187500 Penalty: 2699.844238
	Iteration 39Q: 3 clusters Score -486618.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -486627.531250 Penalty: 2699.844238
	Iteration 40F: 3 clusters Score -486627.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -486636.093750 Penalty: 2699.844238
	Iteration 41Q: 3 clusters Score -486636.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -486641.937500 Penalty: 2699.844238
	Iteration 42Q: 3 clusters Score -486641.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -486647.031250 Penalty: 2699.844238
	Iteration 43Q: 3 clusters Score -486647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -486650.312500 Penalty: 2699.844238
	Iteration 44Q: 3 clusters Score -486650.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -486653.031250 Penalty: 2699.844238
	Iteration 45Q: 3 clusters Score -486653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -486654.750000 Penalty: 2699.844238
	Iteration 46Q: 3 clusters Score -486654.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -486657.625000 Penalty: 2699.844238
	Iteration 47Q: 3 clusters Score -486657.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -486657.937500 Penalty: 2699.844238
	Iteration 48Q: 3 clusters Score -486657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -486659.031250 Penalty: 2699.844238
	Iteration 49Q: 3 clusters Score -486659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -486658.500000 Penalty: 2699.844238
	Iteration 50Q: 3 clusters Score -486658.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -486658.937500 Penalty: 2699.844238
	Iteration 51Q: 3 clusters Score -486658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -486659.937500 Penalty: 2699.844238
	Iteration 52Q: 3 clusters Score -486659.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -486659.937500 Penalty: 2699.844238
	Iteration 53Q: 3 clusters Score -486659.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -486659.937500 Penalty: 2699.844238
	Iteration 54F: 3 clusters Score -486659.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -304313.531250 Penalty: 1278.093018
	Iteration 0F: 2 clusters Score -304313.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -301845.812500 Penalty: 2556.186035
	Iteration 0F: 3 clusters Score -301845.8 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -302481.843750 Penalty: 2556.186035
	Iteration 1F: 3 clusters Score -302481.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -302671.031250 Penalty: 2556.186035
	Iteration 2F: 3 clusters Score -302671 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -302790.500000 Penalty: 2556.186035
	Iteration 3F: 3 clusters Score -302790.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -302901.312500 Penalty: 2556.186035
	Iteration 4Q: 3 clusters Score -302901.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -302974.468750 Penalty: 2556.186035
	Iteration 5Q: 3 clusters Score -302974.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -303030.687500 Penalty: 2556.186035
	Iteration 6Q: 3 clusters Score -303030.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -303090.937500 Penalty: 2556.186035
	Iteration 7Q: 3 clusters Score -303090.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -303134.093750 Penalty: 2556.186035
	Iteration 8Q: 3 clusters Score -303134.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -303172.406250 Penalty: 2556.186035
	Iteration 9Q: 3 clusters Score -303172.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -303207.718750 Penalty: 2556.186035
	Iteration 10Q: 3 clusters Score -303207.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -303236.187500 Penalty: 2556.186035
	Iteration 11Q: 3 clusters Score -303236.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -303261.437500 Penalty: 2556.186035
	Iteration 12Q: 3 clusters Score -303261.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -303284.375000 Penalty: 2556.186035
	Iteration 13Q: 3 clusters Score -303284.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -303302.062500 Penalty: 2556.186035
	Iteration 14Q: 3 clusters Score -303302.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -303317.875000 Penalty: 2556.186035
	Iteration 15Q: 3 clusters Score -303317.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -303331.125000 Penalty: 2556.186035
	Iteration 16Q: 3 clusters Score -303331.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -303341.437500 Penalty: 2556.186035
	Iteration 17Q: 3 clusters Score -303341.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -303351.000000 Penalty: 2556.186035
	Iteration 18Q: 3 clusters Score -303351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -303356.750000 Penalty: 2556.186035
	Iteration 19Q: 3 clusters Score -303356.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -303360.812500 Penalty: 2556.186035
	Iteration 20F: 3 clusters Score -303360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -303363.062500 Penalty: 2556.186035
	Iteration 21Q: 3 clusters Score -303363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -303365.031250 Penalty: 2556.186035
	Iteration 22Q: 3 clusters Score -303365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -303367.437500 Penalty: 2556.186035
	Iteration 23Q: 3 clusters Score -303367.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -303369.468750 Penalty: 2556.186035
	Iteration 24Q: 3 clusters Score -303369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -303370.843750 Penalty: 2556.186035
	Iteration 25Q: 3 clusters Score -303370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -303372.218750 Penalty: 2556.186035
	Iteration 26Q: 3 clusters Score -303372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -303373.750000 Penalty: 2556.186035
	Iteration 27Q: 3 clusters Score -303373.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -303373.375000 Penalty: 2556.186035
	Iteration 28Q: 3 clusters Score -303373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -303373.375000 Penalty: 2556.186035
	Iteration 29F: 3 clusters Score -303373.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -188601.375000 Penalty: 1193.411865
	Iteration 0F: 2 clusters Score -188601.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -186797.812500 Penalty: 2386.823730
	Iteration 0F: 3 clusters Score -186797.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -187147.203125 Penalty: 2386.823730
	Iteration 1F: 3 clusters Score -187147.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -187226.750000 Penalty: 2386.823730
	Iteration 2F: 3 clusters Score -187226.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -187275.578125 Penalty: 2386.823730
	Iteration 3Q: 3 clusters Score -187275.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -187302.453125 Penalty: 2386.823730
	Iteration 4Q: 3 clusters Score -187302.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -187317.937500 Penalty: 2386.823730
	Iteration 5Q: 3 clusters Score -187317.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -187331.953125 Penalty: 2386.823730
	Iteration 6Q: 3 clusters Score -187332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -187340.093750 Penalty: 2386.823730
	Iteration 7Q: 3 clusters Score -187340.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -187354.140625 Penalty: 2386.823730
	Iteration 8Q: 3 clusters Score -187354.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -187361.312500 Penalty: 2386.823730
	Iteration 9Q: 3 clusters Score -187361.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -187366.718750 Penalty: 2386.823730
	Iteration 10Q: 3 clusters Score -187366.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -187374.781250 Penalty: 2386.823730
	Iteration 11Q: 3 clusters Score -187374.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -187382.687500 Penalty: 2386.823730
	Iteration 12Q: 3 clusters Score -187382.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -187390.718750 Penalty: 2386.823730
	Iteration 13Q: 3 clusters Score -187390.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -187395.953125 Penalty: 2386.823730
	Iteration 14Q: 3 clusters Score -187396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -187400.015625 Penalty: 2386.823730
	Iteration 15Q: 3 clusters Score -187400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -187404.781250 Penalty: 2386.823730
	Iteration 16Q: 3 clusters Score -187404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -187407.531250 Penalty: 2386.823730
	Iteration 17Q: 3 clusters Score -187407.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -187408.906250 Penalty: 2386.823730
	Iteration 18Q: 3 clusters Score -187408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -187412.250000 Penalty: 2386.823730
	Iteration 19Q: 3 clusters Score -187412.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -187417.171875 Penalty: 2386.823730
	Iteration 20F: 3 clusters Score -187417.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -187419.593750 Penalty: 2386.823730
	Iteration 21Q: 3 clusters Score -187419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -187420.203125 Penalty: 2386.823730
	Iteration 22Q: 3 clusters Score -187420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -187420.781250 Penalty: 2386.823730
	Iteration 23Q: 3 clusters Score -187420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -187421.703125 Penalty: 2386.823730
	Iteration 24Q: 3 clusters Score -187421.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -187424.015625 Penalty: 2386.823730
	Iteration 25Q: 3 clusters Score -187424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -187425.984375 Penalty: 2386.823730
	Iteration 26Q: 3 clusters Score -187426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -187427.156250 Penalty: 2386.823730
	Iteration 27Q: 3 clusters Score -187427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -187427.937500 Penalty: 2386.823730
	Iteration 28Q: 3 clusters Score -187427.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -187428.718750 Penalty: 2386.823730
	Iteration 29Q: 3 clusters Score -187428.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -187429.312500 Penalty: 2386.823730
	Iteration 30Q: 3 clusters Score -187429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -187431.078125 Penalty: 2386.823730
	Iteration 31Q: 3 clusters Score -187431.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -187433.031250 Penalty: 2386.823730
	Iteration 32Q: 3 clusters Score -187433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -187434.156250 Penalty: 2386.823730
	Iteration 33Q: 3 clusters Score -187434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -187434.359375 Penalty: 2386.823730
	Iteration 34Q: 3 clusters Score -187434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -187434.812500 Penalty: 2386.823730
	Iteration 35Q: 3 clusters Score -187434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -187437.484375 Penalty: 2386.823730
	Iteration 36Q: 3 clusters Score -187437.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -187444.515625 Penalty: 2386.823730
	Iteration 37Q: 3 clusters Score -187444.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -187451.281250 Penalty: 2386.823730
	Iteration 38Q: 3 clusters Score -187451.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -187457.671875 Penalty: 2386.823730
	Iteration 39Q: 3 clusters Score -187457.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -187464.046875 Penalty: 2386.823730
	Iteration 40F: 3 clusters Score -187464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -187475.890625 Penalty: 2386.823730
	Iteration 41Q: 3 clusters Score -187475.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -187483.656250 Penalty: 2386.823730
	Iteration 42Q: 3 clusters Score -187483.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -187488.812500 Penalty: 2386.823730
	Iteration 43Q: 3 clusters Score -187488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -187491.437500 Penalty: 2386.823730
	Iteration 44Q: 3 clusters Score -187491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -187493.703125 Penalty: 2386.823730
	Iteration 45Q: 3 clusters Score -187493.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -187496.234375 Penalty: 2386.823730
	Iteration 46Q: 3 clusters Score -187496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -187498.171875 Penalty: 2386.823730
	Iteration 47Q: 3 clusters Score -187498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -187498.171875 Penalty: 2386.823730
	Iteration 48F: 3 clusters Score -187498.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Entering Unmasked Estep 
Score: -359436.281250 Penalty: 1297.253540
	Iteration 0F: 2 clusters Score -359436.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -356763.093750 Penalty: 2594.507080
	Iteration 0F: 3 clusters Score -356763.1 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -357441.250000 Penalty: 2594.507080
	Iteration 1F: 3 clusters Score -357441.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -357613.343750 Penalty: 2594.507080
	Iteration 2F: 3 clusters Score -357613.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -357737.062500 Penalty: 2594.507080
	Iteration 3F: 3 clusters Score -357737.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -357855.562500 Penalty: 2594.507080
	Iteration 4Q: 3 clusters Score -357855.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -357972.593750 Penalty: 2594.507080
	Iteration 5Q: 3 clusters Score -357972.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -358043.531250 Penalty: 2594.507080
	Iteration 6Q: 3 clusters Score -358043.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -358109.250000 Penalty: 2594.507080
	Iteration 7Q: 3 clusters Score -358109.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -358176.062500 Penalty: 2594.507080
	Iteration 8Q: 3 clusters Score -358176.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -358248.812500 Penalty: 2594.507080
	Iteration 9Q: 3 clusters Score -358248.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -358305.125000 Penalty: 2594.507080
	Iteration 10Q: 3 clusters Score -358305.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -358360.812500 Penalty: 2594.507080
	Iteration 11Q: 3 clusters Score -358360.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -358417.125000 Penalty: 2594.507080
	Iteration 12Q: 3 clusters Score -358417.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -358479.468750 Penalty: 2594.507080
	Iteration 13Q: 3 clusters Score -358479.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -358530.218750 Penalty: 2594.507080
	Iteration 14Q: 3 clusters Score -358530.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -358584.812500 Penalty: 2594.507080
	Iteration 15Q: 3 clusters Score -358584.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -358642.031250 Penalty: 2594.507080
	Iteration 16Q: 3 clusters Score -358642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -358688.843750 Penalty: 2594.507080
	Iteration 17Q: 3 clusters Score -358688.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -358716.375000 Penalty: 2594.507080
	Iteration 18Q: 3 clusters Score -358716.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -358731.000000 Penalty: 2594.507080
	Iteration 19Q: 3 clusters Score -358731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -358740.125000 Penalty: 2594.507080
	Iteration 20F: 3 clusters Score -358740.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -358742.156250 Penalty: 2594.507080
	Iteration 21Q: 3 clusters Score -358742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -358743.281250 Penalty: 2594.507080
	Iteration 22Q: 3 clusters Score -358743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -358743.218750 Penalty: 2594.507080
	Iteration 23Q: 3 clusters Score -358743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -358745.468750 Penalty: 2594.507080
	Iteration 24Q: 3 clusters Score -358745.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -358747.781250 Penalty: 2594.507080
	Iteration 25Q: 3 clusters Score -358747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -358750.375000 Penalty: 2594.507080
	Iteration 26Q: 3 clusters Score -358750.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -358752.843750 Penalty: 2594.507080
	Iteration 27Q: 3 clusters Score -358752.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -358757.531250 Penalty: 2594.507080
	Iteration 28Q: 3 clusters Score -358757.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -358760.187500 Penalty: 2594.507080
	Iteration 29Q: 3 clusters Score -358760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -358763.281250 Penalty: 2594.507080
	Iteration 30Q: 3 clusters Score -358763.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -358762.750000 Penalty: 2594.507080
	Iteration 31Q: 3 clusters Score -358762.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -358763.437500 Penalty: 2594.507080
	Iteration 32Q: 3 clusters Score -358763.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -358763.437500 Penalty: 2594.507080
	Iteration 33F: 3 clusters Score -358763.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -134018.281250 Penalty: 1153.754395
	Iteration 0F: 2 clusters Score -134018.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -132454.281250 Penalty: 2307.508789
	Iteration 0F: 3 clusters Score -132454.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -132782.656250 Penalty: 2307.508789
	Iteration 1F: 3 clusters Score -132782.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -132914.562500 Penalty: 2307.508789
	Iteration 2F: 3 clusters Score -132914.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -133005.203125 Penalty: 2307.508789
	Iteration 3F: 3 clusters Score -133005.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -133100.359375 Penalty: 2307.508789
	Iteration 4F: 3 clusters Score -133100.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -133182.015625 Penalty: 2307.508789
	Iteration 5Q: 3 clusters Score -133182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -133232.968750 Penalty: 2307.508789
	Iteration 6Q: 3 clusters Score -133233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -133268.187500 Penalty: 2307.508789
	Iteration 7Q: 3 clusters Score -133268.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -133297.937500 Penalty: 2307.508789
	Iteration 8Q: 3 clusters Score -133297.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -133326.046875 Penalty: 2307.508789
	Iteration 9Q: 3 clusters Score -133326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -133340.859375 Penalty: 2307.508789
	Iteration 10Q: 3 clusters Score -133340.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -133355.062500 Penalty: 2307.508789
	Iteration 11Q: 3 clusters Score -133355.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -133367.406250 Penalty: 2307.508789
	Iteration 12Q: 3 clusters Score -133367.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -133378.296875 Penalty: 2307.508789
	Iteration 13Q: 3 clusters Score -133378.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133383.171875 Penalty: 2307.508789
	Iteration 14Q: 3 clusters Score -133383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133385.359375 Penalty: 2307.508789
	Iteration 15Q: 3 clusters Score -133385.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133389.703125 Penalty: 2307.508789
	Iteration 16Q: 3 clusters Score -133389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133393.578125 Penalty: 2307.508789
	Iteration 17Q: 3 clusters Score -133393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -133404.000000 Penalty: 2307.508789
	Iteration 18Q: 3 clusters Score -133404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -133412.296875 Penalty: 2307.508789
	Iteration 19Q: 3 clusters Score -133412.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -133420.562500 Penalty: 2307.508789
	Iteration 20F: 3 clusters Score -133420.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -133428.156250 Penalty: 2307.508789
	Iteration 21Q: 3 clusters Score -133428.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -133432.859375 Penalty: 2307.508789
	Iteration 22Q: 3 clusters Score -133432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -133434.125000 Penalty: 2307.508789
	Iteration 23Q: 3 clusters Score -133434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133437.500000 Penalty: 2307.508789
	Iteration 24Q: 3 clusters Score -133437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -133439.562500 Penalty: 2307.508789
	Iteration 25Q: 3 clusters Score -133439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -133442.953125 Penalty: 2307.508789
	Iteration 26Q: 3 clusters Score -133443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -133445.406250 Penalty: 2307.508789
	Iteration 27Q: 3 clusters Score -133445.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -133445.406250 Penalty: 2307.508789
	Iteration 28F: 3 clusters Score -133445.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Entering Unmasked Estep 
Score: -739434.937500 Penalty: 1413.644165
	Iteration 0F: 2 clusters Score -739434.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -734778.625000 Penalty: 2827.288330
	Iteration 0F: 3 clusters Score -734778.6 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -736140.125000 Penalty: 2827.288330
	Iteration 1F: 3 clusters Score -736140.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -736301.375000 Penalty: 2827.288330
	Iteration 2F: 3 clusters Score -736301.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -736444.750000 Penalty: 2827.288330
	Iteration 3F: 3 clusters Score -736444.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -736556.875000 Penalty: 2827.288330
	Iteration 4Q: 3 clusters Score -736556.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -736641.937500 Penalty: 2827.288330
	Iteration 5Q: 3 clusters Score -736641.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -736711.125000 Penalty: 2827.288330
	Iteration 6Q: 3 clusters Score -736711.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -736794.750000 Penalty: 2827.288330
	Iteration 7Q: 3 clusters Score -736794.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -736887.937500 Penalty: 2827.288330
	Iteration 8Q: 3 clusters Score -736887.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -736999.750000 Penalty: 2827.288330
	Iteration 9Q: 3 clusters Score -736999.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -737125.562500 Penalty: 2827.288330
	Iteration 10Q: 3 clusters Score -737125.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -737301.312500 Penalty: 2827.288330
	Iteration 11Q: 3 clusters Score -737301.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -737455.125000 Penalty: 2827.288330
	Iteration 12Q: 3 clusters Score -737455.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -737625.000000 Penalty: 2827.288330
	Iteration 13Q: 3 clusters Score -737625 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -737830.000000 Penalty: 2827.288330
	Iteration 14Q: 3 clusters Score -737830 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -738011.000000 Penalty: 2827.288330
	Iteration 15Q: 3 clusters Score -738011 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -738187.437500 Penalty: 2827.288330
	Iteration 16Q: 3 clusters Score -738187.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -738305.500000 Penalty: 2827.288330
	Iteration 17Q: 3 clusters Score -738305.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -738392.062500 Penalty: 2827.288330
	Iteration 18Q: 3 clusters Score -738392.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -738457.687500 Penalty: 2827.288330
	Iteration 19Q: 3 clusters Score -738457.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -738506.062500 Penalty: 2827.288330
	Iteration 20F: 3 clusters Score -738506.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -738544.000000 Penalty: 2827.288330
	Iteration 21Q: 3 clusters Score -738544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -738584.500000 Penalty: 2827.288330
	Iteration 22Q: 3 clusters Score -738584.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -738630.187500 Penalty: 2827.288330
	Iteration 23Q: 3 clusters Score -738630.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -738656.187500 Penalty: 2827.288330
	Iteration 24Q: 3 clusters Score -738656.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -738683.750000 Penalty: 2827.288330
	Iteration 25Q: 3 clusters Score -738683.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -738712.812500 Penalty: 2827.288330
	Iteration 26Q: 3 clusters Score -738712.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -738737.687500 Penalty: 2827.288330
	Iteration 27Q: 3 clusters Score -738737.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -738761.187500 Penalty: 2827.288330
	Iteration 28Q: 3 clusters Score -738761.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -738781.500000 Penalty: 2827.288330
	Iteration 29Q: 3 clusters Score -738781.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -738799.250000 Penalty: 2827.288330
	Iteration 30Q: 3 clusters Score -738799.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -738815.187500 Penalty: 2827.288330
	Iteration 31Q: 3 clusters Score -738815.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -738825.812500 Penalty: 2827.288330
	Iteration 32Q: 3 clusters Score -738825.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -738832.375000 Penalty: 2827.288330
	Iteration 33Q: 3 clusters Score -738832.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -738835.875000 Penalty: 2827.288330
	Iteration 34Q: 3 clusters Score -738835.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -738837.500000 Penalty: 2827.288330
	Iteration 35Q: 3 clusters Score -738837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -738837.125000 Penalty: 2827.288330
	Iteration 36Q: 3 clusters Score -738837.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -738837.125000 Penalty: 2827.288330
	Iteration 37F: 3 clusters Score -738837.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (75297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Entering Unmasked Estep 
Score: -9378848.000000 Penalty: 1824.744263
	Iteration 0F: 2 clusters Score -9378848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -9331294.000000 Penalty: 3649.488525
	Iteration 0F: 3 clusters Score -9331294 nChanged 35857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -9351722.000000 Penalty: 3649.488525
	Iteration 1F: 3 clusters Score -9351722 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -9352493.000000 Penalty: 3649.488525
	Iteration 2Q: 3 clusters Score -9352493 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -9353423.000000 Penalty: 3649.488525
	Iteration 3Q: 3 clusters Score -9353423 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -9354585.000000 Penalty: 3649.488525
	Iteration 4Q: 3 clusters Score -9354585 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -9356238.000000 Penalty: 3649.488525
	Iteration 5F: 3 clusters Score -9356238 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -9358614.000000 Penalty: 3649.488525
	Iteration 6F: 3 clusters Score -9358614 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -9362123.000000 Penalty: 3649.488525
	Iteration 7F: 3 clusters Score -9362123 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -9365947.000000 Penalty: 3649.488525
	Iteration 8F: 3 clusters Score -9365947 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -9369226.000000 Penalty: 3649.488525
	Iteration 9F: 3 clusters Score -9369226 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -9371767.000000 Penalty: 3649.488525
	Iteration 10Q: 3 clusters Score -9371767 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -9373438.000000 Penalty: 3649.488525
	Iteration 11Q: 3 clusters Score -9373438 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -9374427.000000 Penalty: 3649.488525
	Iteration 12Q: 3 clusters Score -9374427 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -9375109.000000 Penalty: 3649.488525
	Iteration 13Q: 3 clusters Score -9375109 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 70542 members 
Entering Unmasked Estep 
Score: -9375546.000000 Penalty: 3649.488525
	Iteration 14Q: 3 clusters Score -9375546 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 71291 members 
Entering Unmasked Estep 
Score: -9375901.000000 Penalty: 3649.488525
	Iteration 15Q: 3 clusters Score -9375901 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 71876 members 
Entering Unmasked Estep 
Score: -9376204.000000 Penalty: 3649.488525
	Iteration 16Q: 3 clusters Score -9376204 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 72377 members 
Entering Unmasked Estep 
Score: -9376449.000000 Penalty: 3649.488525
	Iteration 17Q: 3 clusters Score -9376449 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 72791 members 
Entering Unmasked Estep 
Score: -9376675.000000 Penalty: 3649.488525
	Iteration 18Q: 3 clusters Score -9376675 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -9376905.000000 Penalty: 3649.488525
	Iteration 19Q: 3 clusters Score -9376905 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 73356 members 
Entering Unmasked Estep 
Score: -9377036.000000 Penalty: 3649.488525
	Iteration 20F: 3 clusters Score -9377036 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 73533 members 
Entering Unmasked Estep 
Score: -9377124.000000 Penalty: 3649.488525
	Iteration 21Q: 3 clusters Score -9377124 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 73661 members 
Entering Unmasked Estep 
Score: -9377200.000000 Penalty: 3649.488525
	Iteration 22Q: 3 clusters Score -9377200 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -9377247.000000 Penalty: 3649.488525
	Iteration 23Q: 3 clusters Score -9377247 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -9377282.000000 Penalty: 3649.488525
	Iteration 24Q: 3 clusters Score -9377282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -9377321.000000 Penalty: 3649.488525
	Iteration 25Q: 3 clusters Score -9377321 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 73952 members 
Entering Unmasked Estep 
Score: -9377359.000000 Penalty: 3649.488525
	Iteration 26Q: 3 clusters Score -9377359 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 73990 members 
Entering Unmasked Estep 
Score: -9377362.000000 Penalty: 3649.488525
	Iteration 27Q: 3 clusters Score -9377362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -9377395.000000 Penalty: 3649.488525
	Iteration 28Q: 3 clusters Score -9377395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -9377410.000000 Penalty: 3649.488525
	Iteration 29Q: 3 clusters Score -9377410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -9377404.000000 Penalty: 3649.488525
	Iteration 30Q: 3 clusters Score -9377404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -9377425.000000 Penalty: 3649.488525
	Iteration 31Q: 3 clusters Score -9377425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -9377440.000000 Penalty: 3649.488525
	Iteration 32Q: 3 clusters Score -9377440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 74108 members 
Entering Unmasked Estep 
Score: -9377442.000000 Penalty: 3649.488525
	Iteration 33Q: 3 clusters Score -9377442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 74118 members 
Entering Unmasked Estep 
Score: -9377442.000000 Penalty: 3649.488525
	Iteration 34Q: 3 clusters Score -9377442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 74132 members 
Entering Unmasked Estep 
Score: -9377459.000000 Penalty: 3649.488525
	Iteration 35Q: 3 clusters Score -9377459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 74143 members 
Entering Unmasked Estep 
Score: -9377468.000000 Penalty: 3649.488525
	Iteration 36Q: 3 clusters Score -9377468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -9377480.000000 Penalty: 3649.488525
	Iteration 37Q: 3 clusters Score -9377480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -9377468.000000 Penalty: 3649.488525
	Iteration 38Q: 3 clusters Score -9377468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 74159 members 
Entering Unmasked Estep 
Score: -9377468.000000 Penalty: 3649.488525
	Iteration 39Q: 3 clusters Score -9377468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 74163 members 
Entering Unmasked Estep 
Score: -9377464.000000 Penalty: 3649.488525
	Iteration 40F: 3 clusters Score -9377464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 74163 members 
Entering Unmasked Estep 
Score: -9377475.000000 Penalty: 3649.488525
	Iteration 41Q: 3 clusters Score -9377475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -9377470.000000 Penalty: 3649.488525
	Iteration 42Q: 3 clusters Score -9377470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -9377470.000000 Penalty: 3649.488525
	Iteration 43F: 3 clusters Score -9377470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -220888.171875 Penalty: 1226.725952
	Iteration 0F: 2 clusters Score -220888.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -218849.515625 Penalty: 2453.451904
	Iteration 0F: 3 clusters Score -218849.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -219287.734375 Penalty: 2453.451904
	Iteration 1F: 3 clusters Score -219287.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -219390.734375 Penalty: 2453.451904
	Iteration 2F: 3 clusters Score -219390.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -219458.421875 Penalty: 2453.451904
	Iteration 3Q: 3 clusters Score -219458.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -219503.843750 Penalty: 2453.451904
	Iteration 4Q: 3 clusters Score -219503.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -219540.437500 Penalty: 2453.451904
	Iteration 5Q: 3 clusters Score -219540.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -219571.921875 Penalty: 2453.451904
	Iteration 6Q: 3 clusters Score -219571.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -219603.406250 Penalty: 2453.451904
	Iteration 7Q: 3 clusters Score -219603.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -219638.687500 Penalty: 2453.451904
	Iteration 8Q: 3 clusters Score -219638.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -219669.968750 Penalty: 2453.451904
	Iteration 9Q: 3 clusters Score -219670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -219687.046875 Penalty: 2453.451904
	Iteration 10Q: 3 clusters Score -219687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -219693.640625 Penalty: 2453.451904
	Iteration 11Q: 3 clusters Score -219693.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -219698.031250 Penalty: 2453.451904
	Iteration 12Q: 3 clusters Score -219698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -219702.687500 Penalty: 2453.451904
	Iteration 13Q: 3 clusters Score -219702.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -219705.781250 Penalty: 2453.451904
	Iteration 14Q: 3 clusters Score -219705.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -219709.562500 Penalty: 2453.451904
	Iteration 15Q: 3 clusters Score -219709.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -219715.078125 Penalty: 2453.451904
	Iteration 16Q: 3 clusters Score -219715.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -219720.140625 Penalty: 2453.451904
	Iteration 17Q: 3 clusters Score -219720.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -219725.515625 Penalty: 2453.451904
	Iteration 18Q: 3 clusters Score -219725.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -219727.343750 Penalty: 2453.451904
	Iteration 19Q: 3 clusters Score -219727.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -219729.046875 Penalty: 2453.451904
	Iteration 20F: 3 clusters Score -219729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -219729.906250 Penalty: 2453.451904
	Iteration 21Q: 3 clusters Score -219729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -219731.062500 Penalty: 2453.451904
	Iteration 22Q: 3 clusters Score -219731.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -219735.578125 Penalty: 2453.451904
	Iteration 23Q: 3 clusters Score -219735.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -219737.609375 Penalty: 2453.451904
	Iteration 24Q: 3 clusters Score -219737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -219738.500000 Penalty: 2453.451904
	Iteration 25Q: 3 clusters Score -219738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -219738.640625 Penalty: 2453.451904
	Iteration 26Q: 3 clusters Score -219738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -219738.828125 Penalty: 2453.451904
	Iteration 27Q: 3 clusters Score -219738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -219739.171875 Penalty: 2453.451904
	Iteration 28Q: 3 clusters Score -219739.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -219739.171875 Penalty: 2453.451904
	Iteration 29F: 3 clusters Score -219739.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Entering Unmasked Estep 
Score: -5664749.000000 Penalty: 1740.484985
	Iteration 0F: 2 clusters Score -5664749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -5634801.000000 Penalty: 3480.969971
	Iteration 0F: 3 clusters Score -5634801 nChanged 20980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -5646662.500000 Penalty: 3480.969971
	Iteration 1F: 3 clusters Score -5646662 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5647136.500000 Penalty: 3480.969971
	Iteration 2Q: 3 clusters Score -5647136 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -5647534.500000 Penalty: 3480.969971
	Iteration 3Q: 3 clusters Score -5647534 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -5647879.500000 Penalty: 3480.969971
	Iteration 4Q: 3 clusters Score -5647880 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -5648265.000000 Penalty: 3480.969971
	Iteration 5Q: 3 clusters Score -5648265 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5648564.000000 Penalty: 3480.969971
	Iteration 6Q: 3 clusters Score -5648564 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -5648801.500000 Penalty: 3480.969971
	Iteration 7Q: 3 clusters Score -5648802 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -5649130.500000 Penalty: 3480.969971
	Iteration 8Q: 3 clusters Score -5649130 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -5649518.500000 Penalty: 3480.969971
	Iteration 9Q: 3 clusters Score -5649518 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -5650052.500000 Penalty: 3480.969971
	Iteration 10Q: 3 clusters Score -5650052 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -5650898.500000 Penalty: 3480.969971
	Iteration 11Q: 3 clusters Score -5650898 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -5652233.500000 Penalty: 3480.969971
	Iteration 12F: 3 clusters Score -5652234 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -5654212.500000 Penalty: 3480.969971
	Iteration 13F: 3 clusters Score -5654212 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -5656772.500000 Penalty: 3480.969971
	Iteration 14F: 3 clusters Score -5656772 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -5659447.500000 Penalty: 3480.969971
	Iteration 15F: 3 clusters Score -5659448 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5661375.500000 Penalty: 3480.969971
	Iteration 16Q: 3 clusters Score -5661376 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5662436.000000 Penalty: 3480.969971
	Iteration 17Q: 3 clusters Score -5662436 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5662889.500000 Penalty: 3480.969971
	Iteration 18Q: 3 clusters Score -5662890 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5663026.500000 Penalty: 3480.969971
	Iteration 19Q: 3 clusters Score -5663026 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5663107.000000 Penalty: 3480.969971
	Iteration 20F: 3 clusters Score -5663107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5663159.500000 Penalty: 3480.969971
	Iteration 21Q: 3 clusters Score -5663160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5663180.500000 Penalty: 3480.969971
	Iteration 22Q: 3 clusters Score -5663180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5663195.000000 Penalty: 3480.969971
	Iteration 23Q: 3 clusters Score -5663195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5663206.000000 Penalty: 3480.969971
	Iteration 24Q: 3 clusters Score -5663206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5663210.000000 Penalty: 3480.969971
	Iteration 25Q: 3 clusters Score -5663210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5663218.000000 Penalty: 3480.969971
	Iteration 26Q: 3 clusters Score -5663218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5663222.000000 Penalty: 3480.969971
	Iteration 27Q: 3 clusters Score -5663222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5663226.000000 Penalty: 3480.969971
	Iteration 28Q: 3 clusters Score -5663226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5663231.500000 Penalty: 3480.969971
	Iteration 29Q: 3 clusters Score -5663232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5663232.500000 Penalty: 3480.969971
	Iteration 30Q: 3 clusters Score -5663232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5663237.500000 Penalty: 3480.969971
	Iteration 31Q: 3 clusters Score -5663238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5663237.500000 Penalty: 3480.969971
	Iteration 32F: 3 clusters Score -5663238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -1232472.250000 Penalty: 1492.616211
	Iteration 0F: 2 clusters Score -1232472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1225465.125000 Penalty: 2985.232422
	Iteration 0F: 3 clusters Score -1225465 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1227654.000000 Penalty: 2985.232422
	Iteration 1F: 3 clusters Score -1227654 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1227877.750000 Penalty: 2985.232422
	Iteration 2F: 3 clusters Score -1227878 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1228058.000000 Penalty: 2985.232422
	Iteration 3Q: 3 clusters Score -1228058 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1228259.750000 Penalty: 2985.232422
	Iteration 4Q: 3 clusters Score -1228260 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1228510.250000 Penalty: 2985.232422
	Iteration 5Q: 3 clusters Score -1228510 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1228798.500000 Penalty: 2985.232422
	Iteration 6F: 3 clusters Score -1228798 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1229118.875000 Penalty: 2985.232422
	Iteration 7F: 3 clusters Score -1229119 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1229495.125000 Penalty: 2985.232422
	Iteration 8F: 3 clusters Score -1229495 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1229935.750000 Penalty: 2985.232422
	Iteration 9F: 3 clusters Score -1229936 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1230346.750000 Penalty: 2985.232422
	Iteration 10Q: 3 clusters Score -1230347 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1230645.250000 Penalty: 2985.232422
	Iteration 11Q: 3 clusters Score -1230645 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1230867.125000 Penalty: 2985.232422
	Iteration 12Q: 3 clusters Score -1230867 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1230978.750000 Penalty: 2985.232422
	Iteration 13Q: 3 clusters Score -1230979 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1231034.125000 Penalty: 2985.232422
	Iteration 14Q: 3 clusters Score -1231034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1231070.000000 Penalty: 2985.232422
	Iteration 15Q: 3 clusters Score -1231070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1231100.000000 Penalty: 2985.232422
	Iteration 16Q: 3 clusters Score -1231100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1231120.000000 Penalty: 2985.232422
	Iteration 17Q: 3 clusters Score -1231120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1231126.250000 Penalty: 2985.232422
	Iteration 18Q: 3 clusters Score -1231126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1231131.500000 Penalty: 2985.232422
	Iteration 19Q: 3 clusters Score -1231132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1231140.500000 Penalty: 2985.232422
	Iteration 20F: 3 clusters Score -1231140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1231146.375000 Penalty: 2985.232422
	Iteration 21Q: 3 clusters Score -1231146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1231150.250000 Penalty: 2985.232422
	Iteration 22Q: 3 clusters Score -1231150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1231155.250000 Penalty: 2985.232422
	Iteration 23Q: 3 clusters Score -1231155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1231157.500000 Penalty: 2985.232422
	Iteration 24Q: 3 clusters Score -1231158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1231162.625000 Penalty: 2985.232422
	Iteration 25Q: 3 clusters Score -1231163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1231162.250000 Penalty: 2985.232422
	Iteration 26Q: 3 clusters Score -1231162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1231164.500000 Penalty: 2985.232422
	Iteration 27Q: 3 clusters Score -1231164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1231167.500000 Penalty: 2985.232422
	Iteration 28Q: 3 clusters Score -1231168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1231169.500000 Penalty: 2985.232422
	Iteration 29Q: 3 clusters Score -1231170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1231171.875000 Penalty: 2985.232422
	Iteration 30Q: 3 clusters Score -1231172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1231171.500000 Penalty: 2985.232422
	Iteration 31Q: 3 clusters Score -1231172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1231172.750000 Penalty: 2985.232422
	Iteration 32Q: 3 clusters Score -1231173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1231174.000000 Penalty: 2985.232422
	Iteration 33Q: 3 clusters Score -1231174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1231174.000000 Penalty: 2985.232422
	Iteration 34F: 3 clusters Score -1231174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (62760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Entering Unmasked Estep 
Score: -7801688.000000 Penalty: 1795.149414
	Iteration 0F: 2 clusters Score -7801688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -7760913.000000 Penalty: 3590.298828
	Iteration 0F: 3 clusters Score -7760913 nChanged 29332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -7777701.000000 Penalty: 3590.298828
	Iteration 1F: 3 clusters Score -7777701 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -7778470.500000 Penalty: 3590.298828
	Iteration 2Q: 3 clusters Score -7778470 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -7779530.500000 Penalty: 3590.298828
	Iteration 3Q: 3 clusters Score -7779530 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -7781325.500000 Penalty: 3590.298828
	Iteration 4F: 3 clusters Score -7781326 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -7784278.500000 Penalty: 3590.298828
	Iteration 5F: 3 clusters Score -7784278 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -7788683.500000 Penalty: 3590.298828
	Iteration 6F: 3 clusters Score -7788684 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -7793493.500000 Penalty: 3590.298828
	Iteration 7F: 3 clusters Score -7793494 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -7796993.000000 Penalty: 3590.298828
	Iteration 8F: 3 clusters Score -7796993 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -7798934.000000 Penalty: 3590.298828
	Iteration 9Q: 3 clusters Score -7798934 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -7799926.500000 Penalty: 3590.298828
	Iteration 10Q: 3 clusters Score -7799926 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -7800348.500000 Penalty: 3590.298828
	Iteration 11Q: 3 clusters Score -7800348 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 62227 members 
Entering Unmasked Estep 
Score: -7800543.000000 Penalty: 3590.298828
	Iteration 12Q: 3 clusters Score -7800543 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -7800622.500000 Penalty: 3590.298828
	Iteration 13Q: 3 clusters Score -7800622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -7800681.000000 Penalty: 3590.298828
	Iteration 14Q: 3 clusters Score -7800681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -7800709.000000 Penalty: 3590.298828
	Iteration 15Q: 3 clusters Score -7800709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -7800721.500000 Penalty: 3590.298828
	Iteration 16Q: 3 clusters Score -7800722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -7800729.000000 Penalty: 3590.298828
	Iteration 17Q: 3 clusters Score -7800729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -7800732.500000 Penalty: 3590.298828
	Iteration 18Q: 3 clusters Score -7800732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -7800732.500000 Penalty: 3590.298828
	Iteration 19Q: 3 clusters Score -7800732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -7800734.000000 Penalty: 3590.298828
	Iteration 20F: 3 clusters Score -7800734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -7800732.500000 Penalty: 3590.298828
	Iteration 21Q: 3 clusters Score -7800732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -7800734.000000 Penalty: 3590.298828
	Iteration 22Q: 3 clusters Score -7800734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -7800731.500000 Penalty: 3590.298828
	Iteration 23Q: 3 clusters Score -7800732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -7800734.500000 Penalty: 3590.298828
	Iteration 24Q: 3 clusters Score -7800734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -7800740.500000 Penalty: 3590.298828
	Iteration 25Q: 3 clusters Score -7800740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -7800742.000000 Penalty: 3590.298828
	Iteration 26Q: 3 clusters Score -7800742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -7800742.000000 Penalty: 3590.298828
	Iteration 27F: 3 clusters Score -7800742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32118 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 28307 members 
Mstep: Class 5 contains 40471 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38041 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 20363 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 75297 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44832 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658192.000000 Penalty: 55564.910156
Iteration 279Q: 27 clusters Score -6.265819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32118 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 28307 members 
Mstep: Class 5 contains 40471 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38041 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 20360 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 75298 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44832 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658192.000000 Penalty: 55564.910156
Iteration 280F: 27 clusters Score -6.265819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32118 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 28307 members 
Mstep: Class 5 contains 40470 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38041 members 
Mstep: Class 13 contains 6981 members 
Mstep: Class 14 contains 20358 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 75298 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44832 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 62769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658196.000000 Penalty: 55564.910156
Iteration 281Q: 27 clusters Score -6.26582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32118 members 
Mstep: Class 3 contains 14002 members 
Mstep: Class 4 contains 28307 members 
Mstep: Class 5 contains 40469 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38041 members 
Mstep: Class 13 contains 6979 members 
Mstep: Class 14 contains 20356 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 75298 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44832 members 
Mstep: Class 25 contains 9754 members 
Mstep: Class 26 contains 62774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658208.000000 Penalty: 55564.910156
Iteration 282Q: 27 clusters Score -6.265821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32118 members 
Mstep: Class 3 contains 14000 members 
Mstep: Class 4 contains 28307 members 
Mstep: Class 5 contains 40470 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38041 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 20355 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 75298 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44832 members 
Mstep: Class 25 contains 9754 members 
Mstep: Class 26 contains 62779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658184.000000 Penalty: 55564.910156
Iteration 283Q: 27 clusters Score -6.265818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32118 members 
Mstep: Class 3 contains 14000 members 
Mstep: Class 4 contains 28308 members 
Mstep: Class 5 contains 40471 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38041 members 
Mstep: Class 13 contains 6970 members 
Mstep: Class 14 contains 20355 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 75299 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44833 members 
Mstep: Class 25 contains 9754 members 
Mstep: Class 26 contains 62780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658192.000000 Penalty: 55564.910156
Iteration 284Q: 27 clusters Score -6.265819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32118 members 
Mstep: Class 3 contains 14000 members 
Mstep: Class 4 contains 28308 members 
Mstep: Class 5 contains 40470 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38043 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 20355 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 75301 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44833 members 
Mstep: Class 25 contains 9754 members 
Mstep: Class 26 contains 62780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658184.000000 Penalty: 55564.910156
Iteration 285Q: 27 clusters Score -6.265818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32118 members 
Mstep: Class 3 contains 14000 members 
Mstep: Class 4 contains 28308 members 
Mstep: Class 5 contains 40470 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38042 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 20355 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 75301 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44833 members 
Mstep: Class 25 contains 9754 members 
Mstep: Class 26 contains 62781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658192.000000 Penalty: 55564.910156
Iteration 286Q: 27 clusters Score -6.265819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32118 members 
Mstep: Class 3 contains 14000 members 
Mstep: Class 4 contains 28308 members 
Mstep: Class 5 contains 40470 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38042 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 20355 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 75301 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44833 members 
Mstep: Class 25 contains 9754 members 
Mstep: Class 26 contains 62785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658160.000000 Penalty: 55564.910156
Iteration 287Q: 27 clusters Score -6.265816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 32118 members 
Mstep: Class 3 contains 14000 members 
Mstep: Class 4 contains 28308 members 
Mstep: Class 5 contains 40470 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 38042 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 20355 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 75301 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 44833 members 
Mstep: Class 25 contains 9754 members 
Mstep: Class 26 contains 62785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62658160.000000 Penalty: 55564.910156
Iteration 288F: 27 clusters Score -6.265816e+07 nChanged 0
Entering ConstructFrom: 
Score: -62658160.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (82494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Entering Unmasked Estep 
Score: -10192734.000000 Penalty: 1839.578247
	Iteration 0F: 2 clusters Score -1.019273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -10141678.000000 Penalty: 3679.156494
	Iteration 0F: 3 clusters Score -1.014168e+07 nChanged 39302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -10164011.000000 Penalty: 3679.156494
	Iteration 1F: 3 clusters Score -1.016401e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -10164502.000000 Penalty: 3679.156494
	Iteration 2Q: 3 clusters Score -1.01645e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -10165080.000000 Penalty: 3679.156494
	Iteration 3Q: 3 clusters Score -1.016508e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -10165665.000000 Penalty: 3679.156494
	Iteration 4Q: 3 clusters Score -1.016566e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -10166297.000000 Penalty: 3679.156494
	Iteration 5Q: 3 clusters Score -1.01663e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -10167144.000000 Penalty: 3679.156494
	Iteration 6Q: 3 clusters Score -1.016714e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -10168189.000000 Penalty: 3679.156494
	Iteration 7Q: 3 clusters Score -1.016819e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -10169480.000000 Penalty: 3679.156494
	Iteration 8Q: 3 clusters Score -1.016948e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -10171583.000000 Penalty: 3679.156494
	Iteration 9Q: 3 clusters Score -1.017158e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -10174212.000000 Penalty: 3679.156494
	Iteration 10F: 3 clusters Score -1.017421e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -10177167.000000 Penalty: 3679.156494
	Iteration 11F: 3 clusters Score -1.017717e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -10179645.000000 Penalty: 3679.156494
	Iteration 12F: 3 clusters Score -1.017964e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -10180911.000000 Penalty: 3679.156494
	Iteration 13Q: 3 clusters Score -1.018091e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -10181517.000000 Penalty: 3679.156494
	Iteration 14Q: 3 clusters Score -1.018152e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -10181834.000000 Penalty: 3679.156494
	Iteration 15Q: 3 clusters Score -1.018183e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -10182045.000000 Penalty: 3679.156494
	Iteration 16Q: 3 clusters Score -1.018204e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -10182264.000000 Penalty: 3679.156494
	Iteration 17Q: 3 clusters Score -1.018226e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -10182428.000000 Penalty: 3679.156494
	Iteration 18Q: 3 clusters Score -1.018243e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -10182707.000000 Penalty: 3679.156494
	Iteration 19Q: 3 clusters Score -1.018271e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -10183007.000000 Penalty: 3679.156494
	Iteration 20F: 3 clusters Score -1.018301e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -10183219.000000 Penalty: 3679.156494
	Iteration 21Q: 3 clusters Score -1.018322e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -10183524.000000 Penalty: 3679.156494
	Iteration 22Q: 3 clusters Score -1.018352e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -10183781.000000 Penalty: 3679.156494
	Iteration 23Q: 3 clusters Score -1.018378e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -10184008.000000 Penalty: 3679.156494
	Iteration 24Q: 3 clusters Score -1.018401e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -10184254.000000 Penalty: 3679.156494
	Iteration 25Q: 3 clusters Score -1.018425e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -10184472.000000 Penalty: 3679.156494
	Iteration 26Q: 3 clusters Score -1.018447e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -10184639.000000 Penalty: 3679.156494
	Iteration 27Q: 3 clusters Score -1.018464e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -10184813.000000 Penalty: 3679.156494
	Iteration 28Q: 3 clusters Score -1.018481e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -10184990.000000 Penalty: 3679.156494
	Iteration 29Q: 3 clusters Score -1.018499e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -10185179.000000 Penalty: 3679.156494
	Iteration 30Q: 3 clusters Score -1.018518e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 62693 members 
Entering Unmasked Estep 
Score: -10185329.000000 Penalty: 3679.156494
	Iteration 31Q: 3 clusters Score -1.018533e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -10185485.000000 Penalty: 3679.156494
	Iteration 32Q: 3 clusters Score -1.018548e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -10185573.000000 Penalty: 3679.156494
	Iteration 33Q: 3 clusters Score -1.018557e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -10185684.000000 Penalty: 3679.156494
	Iteration 34Q: 3 clusters Score -1.018568e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -10185843.000000 Penalty: 3679.156494
	Iteration 35Q: 3 clusters Score -1.018584e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -10185986.000000 Penalty: 3679.156494
	Iteration 36Q: 3 clusters Score -1.018599e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -10186120.000000 Penalty: 3679.156494
	Iteration 37Q: 3 clusters Score -1.018612e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 69276 members 
Entering Unmasked Estep 
Score: -10186268.000000 Penalty: 3679.156494
	Iteration 38Q: 3 clusters Score -1.018627e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -10186422.000000 Penalty: 3679.156494
	Iteration 39Q: 3 clusters Score -1.018642e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 71353 members 
Entering Unmasked Estep 
Score: -10186723.000000 Penalty: 3679.156494
	Iteration 40F: 3 clusters Score -1.018672e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -10186963.000000 Penalty: 3679.156494
	Iteration 41Q: 3 clusters Score -1.018696e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -10187309.000000 Penalty: 3679.156494
	Iteration 42Q: 3 clusters Score -1.018731e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -10187546.000000 Penalty: 3679.156494
	Iteration 43Q: 3 clusters Score -1.018755e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -10187909.000000 Penalty: 3679.156494
	Iteration 44Q: 3 clusters Score -1.018791e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -10188279.000000 Penalty: 3679.156494
	Iteration 45Q: 3 clusters Score -1.018828e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -10188675.000000 Penalty: 3679.156494
	Iteration 46Q: 3 clusters Score -1.018868e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 78467 members 
Entering Unmasked Estep 
Score: -10189084.000000 Penalty: 3679.156494
	Iteration 47Q: 3 clusters Score -1.018908e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 79274 members 
Entering Unmasked Estep 
Score: -10189511.000000 Penalty: 3679.156494
	Iteration 48Q: 3 clusters Score -1.018951e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -10189879.000000 Penalty: 3679.156494
	Iteration 49Q: 3 clusters Score -1.018988e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -10190182.000000 Penalty: 3679.156494
	Iteration 50Q: 3 clusters Score -1.019018e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 80960 members 
Entering Unmasked Estep 
Score: -10190473.000000 Penalty: 3679.156494
	Iteration 51Q: 3 clusters Score -1.019047e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -10190735.000000 Penalty: 3679.156494
	Iteration 52Q: 3 clusters Score -1.019074e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 81593 members 
Entering Unmasked Estep 
Score: -10190949.000000 Penalty: 3679.156494
	Iteration 53Q: 3 clusters Score -1.019095e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -10191097.000000 Penalty: 3679.156494
	Iteration 54Q: 3 clusters Score -1.01911e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 81894 members 
Entering Unmasked Estep 
Score: -10191230.000000 Penalty: 3679.156494
	Iteration 55Q: 3 clusters Score -1.019123e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 81985 members 
Entering Unmasked Estep 
Score: -10191307.000000 Penalty: 3679.156494
	Iteration 56Q: 3 clusters Score -1.019131e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -10191382.000000 Penalty: 3679.156494
	Iteration 57Q: 3 clusters Score -1.019138e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -10191419.000000 Penalty: 3679.156494
	Iteration 58Q: 3 clusters Score -1.019142e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -10191464.000000 Penalty: 3679.156494
	Iteration 59Q: 3 clusters Score -1.019146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -10191488.000000 Penalty: 3679.156494
	Iteration 60F: 3 clusters Score -1.019149e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 82138 members 
Entering Unmasked Estep 
Score: -10191496.000000 Penalty: 3679.156494
	Iteration 61Q: 3 clusters Score -1.01915e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 82150 members 
Entering Unmasked Estep 
Score: -10191537.000000 Penalty: 3679.156494
	Iteration 62Q: 3 clusters Score -1.019154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -10191556.000000 Penalty: 3679.156494
	Iteration 63Q: 3 clusters Score -1.019156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 82154 members 
Entering Unmasked Estep 
Score: -10191564.000000 Penalty: 3679.156494
	Iteration 64Q: 3 clusters Score -1.019156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 82160 members 
Entering Unmasked Estep 
Score: -10191590.000000 Penalty: 3679.156494
	Iteration 65Q: 3 clusters Score -1.019159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
Score: -10191588.000000 Penalty: 3679.156494
	Iteration 66Q: 3 clusters Score -1.019159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -10191597.000000 Penalty: 3679.156494
	Iteration 67Q: 3 clusters Score -1.01916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -10191618.000000 Penalty: 3679.156494
	Iteration 68Q: 3 clusters Score -1.019162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 82157 members 
Entering Unmasked Estep 
Score: -10191630.000000 Penalty: 3679.156494
	Iteration 69Q: 3 clusters Score -1.019163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -10191649.000000 Penalty: 3679.156494
	Iteration 70Q: 3 clusters Score -1.019165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 82169 members 
Entering Unmasked Estep 
Score: -10191667.000000 Penalty: 3679.156494
	Iteration 71Q: 3 clusters Score -1.019167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -10191685.000000 Penalty: 3679.156494
	Iteration 72Q: 3 clusters Score -1.019168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -10191686.000000 Penalty: 3679.156494
	Iteration 73Q: 3 clusters Score -1.019169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -10191689.000000 Penalty: 3679.156494
	Iteration 74Q: 3 clusters Score -1.019169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -10191691.000000 Penalty: 3679.156494
	Iteration 75Q: 3 clusters Score -1.019169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 82178 members 
Entering Unmasked Estep 
Score: -10191687.000000 Penalty: 3679.156494
	Iteration 76Q: 3 clusters Score -1.019169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 82178 members 
Entering Unmasked Estep 
Score: -10191687.000000 Penalty: 3679.156494
	Iteration 77F: 3 clusters Score -1.019169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -10191686.000000 Penalty: 3679.156494
	Iteration 78Q: 3 clusters Score -1.019169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -10191691.000000 Penalty: 3679.156494
	Iteration 79Q: 3 clusters Score -1.019169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -10191697.000000 Penalty: 3679.156494
	Iteration 80F: 3 clusters Score -1.01917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -10191704.000000 Penalty: 3679.156494
	Iteration 81Q: 3 clusters Score -1.01917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 82183 members 
Entering Unmasked Estep 
Score: -10191712.000000 Penalty: 3679.156494
	Iteration 82Q: 3 clusters Score -1.019171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 82183 members 
Entering Unmasked Estep 
Score: -10191712.000000 Penalty: 3679.156494
	Iteration 83Q: 3 clusters Score -1.019171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 82183 members 
Entering Unmasked Estep 
Score: -10191712.000000 Penalty: 3679.156494
	Iteration 84F: 3 clusters Score -1.019171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Entering Unmasked Estep 
Score: -4004516.750000 Penalty: 1686.290405
	Iteration 0F: 2 clusters Score -4004517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3982976.000000 Penalty: 3372.580811
	Iteration 0F: 3 clusters Score -3982976 nChanged 14797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3991064.500000 Penalty: 3372.580811
	Iteration 1F: 3 clusters Score -3991064 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3991430.250000 Penalty: 3372.580811
	Iteration 2Q: 3 clusters Score -3991430 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3991927.500000 Penalty: 3372.580811
	Iteration 3Q: 3 clusters Score -3991928 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3992597.500000 Penalty: 3372.580811
	Iteration 4Q: 3 clusters Score -3992598 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3993699.750000 Penalty: 3372.580811
	Iteration 5F: 3 clusters Score -3993700 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3995438.750000 Penalty: 3372.580811
	Iteration 6F: 3 clusters Score -3995439 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3997668.250000 Penalty: 3372.580811
	Iteration 7F: 3 clusters Score -3997668 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3999910.000000 Penalty: 3372.580811
	Iteration 8F: 3 clusters Score -3999910 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -4001520.750000 Penalty: 3372.580811
	Iteration 9F: 3 clusters Score -4001521 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4002340.000000 Penalty: 3372.580811
	Iteration 10Q: 3 clusters Score -4002340 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4002696.500000 Penalty: 3372.580811
	Iteration 11Q: 3 clusters Score -4002696 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -4002875.500000 Penalty: 3372.580811
	Iteration 12Q: 3 clusters Score -4002876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -4002948.750000 Penalty: 3372.580811
	Iteration 13Q: 3 clusters Score -4002949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -4002992.500000 Penalty: 3372.580811
	Iteration 14Q: 3 clusters Score -4002992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -4003023.250000 Penalty: 3372.580811
	Iteration 15Q: 3 clusters Score -4003023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4003034.750000 Penalty: 3372.580811
	Iteration 16Q: 3 clusters Score -4003035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -4003044.000000 Penalty: 3372.580811
	Iteration 17Q: 3 clusters Score -4003044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4003051.250000 Penalty: 3372.580811
	Iteration 18Q: 3 clusters Score -4003051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4003057.000000 Penalty: 3372.580811
	Iteration 19Q: 3 clusters Score -4003057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4003067.750000 Penalty: 3372.580811
	Iteration 20F: 3 clusters Score -4003068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4003069.250000 Penalty: 3372.580811
	Iteration 21Q: 3 clusters Score -4003069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -4003073.000000 Penalty: 3372.580811
	Iteration 22Q: 3 clusters Score -4003073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -4003075.500000 Penalty: 3372.580811
	Iteration 23Q: 3 clusters Score -4003076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -4003078.250000 Penalty: 3372.580811
	Iteration 24Q: 3 clusters Score -4003078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -4003078.250000 Penalty: 3372.580811
	Iteration 25F: 3 clusters Score -4003078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Entering Unmasked Estep 
Score: -1777429.250000 Penalty: 1551.357056
	Iteration 0F: 2 clusters Score -1777429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1767726.125000 Penalty: 3102.714111
	Iteration 0F: 3 clusters Score -1767726 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1771090.250000 Penalty: 3102.714111
	Iteration 1F: 3 clusters Score -1771090 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1771347.625000 Penalty: 3102.714111
	Iteration 2F: 3 clusters Score -1771348 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1771582.625000 Penalty: 3102.714111
	Iteration 3Q: 3 clusters Score -1771583 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1771816.250000 Penalty: 3102.714111
	Iteration 4Q: 3 clusters Score -1771816 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1772047.000000 Penalty: 3102.714111
	Iteration 5Q: 3 clusters Score -1772047 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1772323.250000 Penalty: 3102.714111
	Iteration 6Q: 3 clusters Score -1772323 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1772707.750000 Penalty: 3102.714111
	Iteration 7Q: 3 clusters Score -1772708 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1773242.125000 Penalty: 3102.714111
	Iteration 8F: 3 clusters Score -1773242 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1773855.500000 Penalty: 3102.714111
	Iteration 9F: 3 clusters Score -1773856 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1774492.375000 Penalty: 3102.714111
	Iteration 10F: 3 clusters Score -1774492 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1775077.250000 Penalty: 3102.714111
	Iteration 11Q: 3 clusters Score -1775077 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1775452.375000 Penalty: 3102.714111
	Iteration 12Q: 3 clusters Score -1775452 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1775705.250000 Penalty: 3102.714111
	Iteration 13Q: 3 clusters Score -1775705 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1775852.875000 Penalty: 3102.714111
	Iteration 14Q: 3 clusters Score -1775853 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1775930.375000 Penalty: 3102.714111
	Iteration 15Q: 3 clusters Score -1775930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1775985.375000 Penalty: 3102.714111
	Iteration 16Q: 3 clusters Score -1775985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1776013.375000 Penalty: 3102.714111
	Iteration 17Q: 3 clusters Score -1776013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1776040.625000 Penalty: 3102.714111
	Iteration 18Q: 3 clusters Score -1776041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1776056.000000 Penalty: 3102.714111
	Iteration 19Q: 3 clusters Score -1776056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1776064.750000 Penalty: 3102.714111
	Iteration 20F: 3 clusters Score -1776065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1776069.875000 Penalty: 3102.714111
	Iteration 21Q: 3 clusters Score -1776070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1776074.500000 Penalty: 3102.714111
	Iteration 22Q: 3 clusters Score -1776074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1776077.625000 Penalty: 3102.714111
	Iteration 23Q: 3 clusters Score -1776078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1776078.750000 Penalty: 3102.714111
	Iteration 24Q: 3 clusters Score -1776079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1776078.750000 Penalty: 3102.714111
	Iteration 25F: 3 clusters Score -1776079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Entering Unmasked Estep 
Score: -3549581.750000 Penalty: 1665.771118
	Iteration 0F: 2 clusters Score -3549582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3530600.500000 Penalty: 3331.542236
	Iteration 0F: 3 clusters Score -3530600 nChanged 12944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3537544.500000 Penalty: 3331.542236
	Iteration 1F: 3 clusters Score -3537544 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3537926.250000 Penalty: 3331.542236
	Iteration 2Q: 3 clusters Score -3537926 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3538349.250000 Penalty: 3331.542236
	Iteration 3Q: 3 clusters Score -3538349 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3538851.000000 Penalty: 3331.542236
	Iteration 4Q: 3 clusters Score -3538851 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3539540.750000 Penalty: 3331.542236
	Iteration 5F: 3 clusters Score -3539541 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3540545.000000 Penalty: 3331.542236
	Iteration 6F: 3 clusters Score -3540545 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3542028.250000 Penalty: 3331.542236
	Iteration 7F: 3 clusters Score -3542028 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3543848.250000 Penalty: 3331.542236
	Iteration 8F: 3 clusters Score -3543848 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3545502.500000 Penalty: 3331.542236
	Iteration 9F: 3 clusters Score -3545502 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3546694.750000 Penalty: 3331.542236
	Iteration 10Q: 3 clusters Score -3546695 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3547406.250000 Penalty: 3331.542236
	Iteration 11Q: 3 clusters Score -3547406 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3547723.250000 Penalty: 3331.542236
	Iteration 12Q: 3 clusters Score -3547723 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3547884.000000 Penalty: 3331.542236
	Iteration 13Q: 3 clusters Score -3547884 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3547964.500000 Penalty: 3331.542236
	Iteration 14Q: 3 clusters Score -3547964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3548012.500000 Penalty: 3331.542236
	Iteration 15Q: 3 clusters Score -3548012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3548045.250000 Penalty: 3331.542236
	Iteration 16Q: 3 clusters Score -3548045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3548081.500000 Penalty: 3331.542236
	Iteration 17Q: 3 clusters Score -3548082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3548105.750000 Penalty: 3331.542236
	Iteration 18Q: 3 clusters Score -3548106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3548117.250000 Penalty: 3331.542236
	Iteration 19Q: 3 clusters Score -3548117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3548133.750000 Penalty: 3331.542236
	Iteration 20F: 3 clusters Score -3548134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3548142.750000 Penalty: 3331.542236
	Iteration 21Q: 3 clusters Score -3548143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3548147.250000 Penalty: 3331.542236
	Iteration 22Q: 3 clusters Score -3548147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3548149.500000 Penalty: 3331.542236
	Iteration 23Q: 3 clusters Score -3548150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3548149.500000 Penalty: 3331.542236
	Iteration 24F: 3 clusters Score -3548150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Entering Unmasked Estep 
Score: -5048028.000000 Penalty: 1723.851440
	Iteration 0F: 2 clusters Score -5048028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -5020836.000000 Penalty: 3447.702881
	Iteration 0F: 3 clusters Score -5020836 nChanged 18782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -5031279.000000 Penalty: 3447.702881
	Iteration 1F: 3 clusters Score -5031279 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -5031697.000000 Penalty: 3447.702881
	Iteration 2Q: 3 clusters Score -5031697 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -5032275.000000 Penalty: 3447.702881
	Iteration 3Q: 3 clusters Score -5032275 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -5033163.000000 Penalty: 3447.702881
	Iteration 4Q: 3 clusters Score -5033163 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -5034704.000000 Penalty: 3447.702881
	Iteration 5F: 3 clusters Score -5034704 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -5037231.500000 Penalty: 3447.702881
	Iteration 6F: 3 clusters Score -5037232 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -5040542.000000 Penalty: 3447.702881
	Iteration 7F: 3 clusters Score -5040542 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5043541.000000 Penalty: 3447.702881
	Iteration 8F: 3 clusters Score -5043541 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5045315.000000 Penalty: 3447.702881
	Iteration 9Q: 3 clusters Score -5045315 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5046048.500000 Penalty: 3447.702881
	Iteration 10Q: 3 clusters Score -5046048 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5046330.000000 Penalty: 3447.702881
	Iteration 11Q: 3 clusters Score -5046330 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5046443.500000 Penalty: 3447.702881
	Iteration 12Q: 3 clusters Score -5046444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5046503.500000 Penalty: 3447.702881
	Iteration 13Q: 3 clusters Score -5046504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5046546.000000 Penalty: 3447.702881
	Iteration 14Q: 3 clusters Score -5046546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5046571.500000 Penalty: 3447.702881
	Iteration 15Q: 3 clusters Score -5046572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5046610.500000 Penalty: 3447.702881
	Iteration 16Q: 3 clusters Score -5046610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5046641.500000 Penalty: 3447.702881
	Iteration 17Q: 3 clusters Score -5046642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5046667.500000 Penalty: 3447.702881
	Iteration 18Q: 3 clusters Score -5046668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5046671.000000 Penalty: 3447.702881
	Iteration 19Q: 3 clusters Score -5046671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5046685.000000 Penalty: 3447.702881
	Iteration 20F: 3 clusters Score -5046685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5046694.000000 Penalty: 3447.702881
	Iteration 21Q: 3 clusters Score -5046694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5046693.500000 Penalty: 3447.702881
	Iteration 22Q: 3 clusters Score -5046694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5046697.500000 Penalty: 3447.702881
	Iteration 23Q: 3 clusters Score -5046698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5046698.500000 Penalty: 3447.702881
	Iteration 24Q: 3 clusters Score -5046698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5046704.500000 Penalty: 3447.702881
	Iteration 25Q: 3 clusters Score -5046704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5046704.500000 Penalty: 3447.702881
	Iteration 26Q: 3 clusters Score -5046704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5046702.500000 Penalty: 3447.702881
	Iteration 27Q: 3 clusters Score -5046702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5046702.500000 Penalty: 3447.702881
	Iteration 28F: 3 clusters Score -5046702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Entering Unmasked Estep 
Score: -997471.750000 Penalty: 1457.571289
	Iteration 0F: 2 clusters Score -997471.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -991645.562500 Penalty: 2915.142578
	Iteration 0F: 3 clusters Score -991645.6 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -993439.312500 Penalty: 2915.142578
	Iteration 1F: 3 clusters Score -993439.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -993726.625000 Penalty: 2915.142578
	Iteration 2F: 3 clusters Score -993726.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -994020.937500 Penalty: 2915.142578
	Iteration 3F: 3 clusters Score -994020.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -994281.687500 Penalty: 2915.142578
	Iteration 4F: 3 clusters Score -994281.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -994531.500000 Penalty: 2915.142578
	Iteration 5F: 3 clusters Score -994531.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -994786.687500 Penalty: 2915.142578
	Iteration 6F: 3 clusters Score -994786.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -995040.250000 Penalty: 2915.142578
	Iteration 7F: 3 clusters Score -995040.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -995268.562500 Penalty: 2915.142578
	Iteration 8Q: 3 clusters Score -995268.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -995480.875000 Penalty: 2915.142578
	Iteration 9Q: 3 clusters Score -995480.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -995668.500000 Penalty: 2915.142578
	Iteration 10Q: 3 clusters Score -995668.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -995837.000000 Penalty: 2915.142578
	Iteration 11Q: 3 clusters Score -995837 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -995972.125000 Penalty: 2915.142578
	Iteration 12Q: 3 clusters Score -995972.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -996063.125000 Penalty: 2915.142578
	Iteration 13Q: 3 clusters Score -996063.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -996123.000000 Penalty: 2915.142578
	Iteration 14Q: 3 clusters Score -996123 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -996162.500000 Penalty: 2915.142578
	Iteration 15Q: 3 clusters Score -996162.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -996190.625000 Penalty: 2915.142578
	Iteration 16Q: 3 clusters Score -996190.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -996216.687500 Penalty: 2915.142578
	Iteration 17Q: 3 clusters Score -996216.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -996235.312500 Penalty: 2915.142578
	Iteration 18Q: 3 clusters Score -996235.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -996254.812500 Penalty: 2915.142578
	Iteration 19Q: 3 clusters Score -996254.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -996266.187500 Penalty: 2915.142578
	Iteration 20F: 3 clusters Score -996266.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -996275.312500 Penalty: 2915.142578
	Iteration 21Q: 3 clusters Score -996275.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -996284.062500 Penalty: 2915.142578
	Iteration 22Q: 3 clusters Score -996284.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -996290.937500 Penalty: 2915.142578
	Iteration 23Q: 3 clusters Score -996290.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -996292.000000 Penalty: 2915.142578
	Iteration 24Q: 3 clusters Score -996292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -996291.562500 Penalty: 2915.142578
	Iteration 25Q: 3 clusters Score -996291.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -996291.562500 Penalty: 2915.142578
	Iteration 26F: 3 clusters Score -996291.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Entering Unmasked Estep 
Score: -688097.187500 Penalty: 1408.022095
	Iteration 0F: 2 clusters Score -688097.2 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 2839 members 
Entering Unmasked Estep 
Score: -683583.687500 Penalty: 2816.044189
	Iteration 0F: 3 clusters Score -683583.7 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -684847.625000 Penalty: 2816.044189
	Iteration 1F: 3 clusters Score -684847.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -685033.937500 Penalty: 2816.044189
	Iteration 2F: 3 clusters Score -685033.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -685184.875000 Penalty: 2816.044189
	Iteration 3F: 3 clusters Score -685184.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -685331.937500 Penalty: 2816.044189
	Iteration 4Q: 3 clusters Score -685331.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -685444.500000 Penalty: 2816.044189
	Iteration 5Q: 3 clusters Score -685444.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -685546.375000 Penalty: 2816.044189
	Iteration 6Q: 3 clusters Score -685546.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -685653.875000 Penalty: 2816.044189
	Iteration 7Q: 3 clusters Score -685653.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -685771.125000 Penalty: 2816.044189
	Iteration 8Q: 3 clusters Score -685771.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -685887.375000 Penalty: 2816.044189
	Iteration 9Q: 3 clusters Score -685887.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -686030.875000 Penalty: 2816.044189
	Iteration 10Q: 3 clusters Score -686030.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -686178.000000 Penalty: 2816.044189
	Iteration 11Q: 3 clusters Score -686178 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -686329.312500 Penalty: 2816.044189
	Iteration 12Q: 3 clusters Score -686329.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -686455.750000 Penalty: 2816.044189
	Iteration 13Q: 3 clusters Score -686455.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -686565.062500 Penalty: 2816.044189
	Iteration 14Q: 3 clusters Score -686565.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -686644.000000 Penalty: 2816.044189
	Iteration 15Q: 3 clusters Score -686644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -686697.500000 Penalty: 2816.044189
	Iteration 16Q: 3 clusters Score -686697.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -686736.687500 Penalty: 2816.044189
	Iteration 17Q: 3 clusters Score -686736.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -686766.500000 Penalty: 2816.044189
	Iteration 18Q: 3 clusters Score -686766.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -686794.062500 Penalty: 2816.044189
	Iteration 19Q: 3 clusters Score -686794.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -686814.750000 Penalty: 2816.044189
	Iteration 20F: 3 clusters Score -686814.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -686831.000000 Penalty: 2816.044189
	Iteration 21Q: 3 clusters Score -686831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -686838.687500 Penalty: 2816.044189
	Iteration 22Q: 3 clusters Score -686838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -686839.687500 Penalty: 2816.044189
	Iteration 23Q: 3 clusters Score -686839.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -686840.812500 Penalty: 2816.044189
	Iteration 24Q: 3 clusters Score -686840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -686844.625000 Penalty: 2816.044189
	Iteration 25Q: 3 clusters Score -686844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -686853.687500 Penalty: 2816.044189
	Iteration 26Q: 3 clusters Score -686853.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -686855.687500 Penalty: 2816.044189
	Iteration 27Q: 3 clusters Score -686855.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -686862.125000 Penalty: 2816.044189
	Iteration 28Q: 3 clusters Score -686862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -686865.562500 Penalty: 2816.044189
	Iteration 29Q: 3 clusters Score -686865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -686868.375000 Penalty: 2816.044189
	Iteration 30Q: 3 clusters Score -686868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -686869.125000 Penalty: 2816.044189
	Iteration 31Q: 3 clusters Score -686869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -686871.125000 Penalty: 2816.044189
	Iteration 32Q: 3 clusters Score -686871.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -686871.125000 Penalty: 2816.044189
	Iteration 33F: 3 clusters Score -686871.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Entering Unmasked Estep 
Score: -487267.343750 Penalty: 1346.354980
	Iteration 0F: 2 clusters Score -487267.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -483944.625000 Penalty: 2692.709961
	Iteration 0F: 3 clusters Score -483944.6 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -484834.156250 Penalty: 2692.709961
	Iteration 1F: 3 clusters Score -484834.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -484986.687500 Penalty: 2692.709961
	Iteration 2F: 3 clusters Score -484986.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -485085.718750 Penalty: 2692.709961
	Iteration 3Q: 3 clusters Score -485085.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -485144.687500 Penalty: 2692.709961
	Iteration 4Q: 3 clusters Score -485144.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -485194.125000 Penalty: 2692.709961
	Iteration 5Q: 3 clusters Score -485194.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -485227.625000 Penalty: 2692.709961
	Iteration 6Q: 3 clusters Score -485227.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -485257.656250 Penalty: 2692.709961
	Iteration 7Q: 3 clusters Score -485257.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -485285.031250 Penalty: 2692.709961
	Iteration 8Q: 3 clusters Score -485285 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -485320.375000 Penalty: 2692.709961
	Iteration 9Q: 3 clusters Score -485320.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -485374.156250 Penalty: 2692.709961
	Iteration 10Q: 3 clusters Score -485374.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -485415.625000 Penalty: 2692.709961
	Iteration 11Q: 3 clusters Score -485415.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -485452.531250 Penalty: 2692.709961
	Iteration 12Q: 3 clusters Score -485452.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -485496.000000 Penalty: 2692.709961
	Iteration 13Q: 3 clusters Score -485496 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -485551.593750 Penalty: 2692.709961
	Iteration 14Q: 3 clusters Score -485551.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -485600.468750 Penalty: 2692.709961
	Iteration 15Q: 3 clusters Score -485600.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -485663.031250 Penalty: 2692.709961
	Iteration 16Q: 3 clusters Score -485663 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -485731.281250 Penalty: 2692.709961
	Iteration 17Q: 3 clusters Score -485731.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -485805.593750 Penalty: 2692.709961
	Iteration 18Q: 3 clusters Score -485805.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -485883.375000 Penalty: 2692.709961
	Iteration 19Q: 3 clusters Score -485883.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -485970.281250 Penalty: 2692.709961
	Iteration 20F: 3 clusters Score -485970.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -486082.875000 Penalty: 2692.709961
	Iteration 21Q: 3 clusters Score -486082.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -486158.968750 Penalty: 2692.709961
	Iteration 22Q: 3 clusters Score -486159 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -486217.437500 Penalty: 2692.709961
	Iteration 23Q: 3 clusters Score -486217.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -486266.718750 Penalty: 2692.709961
	Iteration 24Q: 3 clusters Score -486266.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -486297.406250 Penalty: 2692.709961
	Iteration 25Q: 3 clusters Score -486297.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -486318.781250 Penalty: 2692.709961
	Iteration 26Q: 3 clusters Score -486318.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -486335.343750 Penalty: 2692.709961
	Iteration 27Q: 3 clusters Score -486335.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -486357.250000 Penalty: 2692.709961
	Iteration 28Q: 3 clusters Score -486357.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -486366.156250 Penalty: 2692.709961
	Iteration 29Q: 3 clusters Score -486366.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -486371.156250 Penalty: 2692.709961
	Iteration 30Q: 3 clusters Score -486371.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -486375.031250 Penalty: 2692.709961
	Iteration 31Q: 3 clusters Score -486375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -486378.750000 Penalty: 2692.709961
	Iteration 32Q: 3 clusters Score -486378.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -486380.281250 Penalty: 2692.709961
	Iteration 33Q: 3 clusters Score -486380.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -486383.468750 Penalty: 2692.709961
	Iteration 34Q: 3 clusters Score -486383.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -486384.843750 Penalty: 2692.709961
	Iteration 35Q: 3 clusters Score -486384.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -486384.625000 Penalty: 2692.709961
	Iteration 36Q: 3 clusters Score -486384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -486386.906250 Penalty: 2692.709961
	Iteration 37Q: 3 clusters Score -486386.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -486387.406250 Penalty: 2692.709961
	Iteration 38Q: 3 clusters Score -486387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -486388.531250 Penalty: 2692.709961
	Iteration 39Q: 3 clusters Score -486388.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -486388.718750 Penalty: 2692.709961
	Iteration 40F: 3 clusters Score -486388.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -486389.906250 Penalty: 2692.709961
	Iteration 41Q: 3 clusters Score -486389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -486391.718750 Penalty: 2692.709961
	Iteration 42Q: 3 clusters Score -486391.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -486391.343750 Penalty: 2692.709961
	Iteration 43Q: 3 clusters Score -486391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -486392.593750 Penalty: 2692.709961
	Iteration 44Q: 3 clusters Score -486392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -486392.781250 Penalty: 2692.709961
	Iteration 45Q: 3 clusters Score -486392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -486392.781250 Penalty: 2692.709961
	Iteration 46F: 3 clusters Score -486392.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -31715.990234 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -31715.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30897.167969 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -30897.17 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31124.330078 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -31124.33 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -31297.681641 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -31297.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -31451.509766 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -31451.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -31555.822266 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -31555.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -31565.595703 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -31565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -31617.773438 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -31617.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -31617.773438 Penalty: 1892.489868
	Iteration 7F: 3 clusters Score -31617.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -479279.968750 Penalty: 1350.122437
	Iteration 0F: 2 clusters Score -479280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -475857.093750 Penalty: 2700.244873
	Iteration 0F: 3 clusters Score -475857.1 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -476736.406250 Penalty: 2700.244873
	Iteration 1F: 3 clusters Score -476736.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -476876.437500 Penalty: 2700.244873
	Iteration 2F: 3 clusters Score -476876.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -476962.187500 Penalty: 2700.244873
	Iteration 3Q: 3 clusters Score -476962.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -477024.250000 Penalty: 2700.244873
	Iteration 4Q: 3 clusters Score -477024.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -477072.250000 Penalty: 2700.244873
	Iteration 5Q: 3 clusters Score -477072.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -477112.062500 Penalty: 2700.244873
	Iteration 6Q: 3 clusters Score -477112.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -477147.437500 Penalty: 2700.244873
	Iteration 7Q: 3 clusters Score -477147.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -477177.312500 Penalty: 2700.244873
	Iteration 8Q: 3 clusters Score -477177.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -477209.718750 Penalty: 2700.244873
	Iteration 9Q: 3 clusters Score -477209.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -477227.656250 Penalty: 2700.244873
	Iteration 10Q: 3 clusters Score -477227.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -477252.312500 Penalty: 2700.244873
	Iteration 11Q: 3 clusters Score -477252.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -477277.750000 Penalty: 2700.244873
	Iteration 12Q: 3 clusters Score -477277.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -477302.468750 Penalty: 2700.244873
	Iteration 13Q: 3 clusters Score -477302.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -477332.281250 Penalty: 2700.244873
	Iteration 14Q: 3 clusters Score -477332.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -477372.218750 Penalty: 2700.244873
	Iteration 15Q: 3 clusters Score -477372.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -477407.562500 Penalty: 2700.244873
	Iteration 16Q: 3 clusters Score -477407.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -477446.000000 Penalty: 2700.244873
	Iteration 17Q: 3 clusters Score -477446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -477499.562500 Penalty: 2700.244873
	Iteration 18Q: 3 clusters Score -477499.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -477544.562500 Penalty: 2700.244873
	Iteration 19Q: 3 clusters Score -477544.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -477591.125000 Penalty: 2700.244873
	Iteration 20F: 3 clusters Score -477591.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -477641.937500 Penalty: 2700.244873
	Iteration 21Q: 3 clusters Score -477641.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -477696.593750 Penalty: 2700.244873
	Iteration 22Q: 3 clusters Score -477696.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -477748.750000 Penalty: 2700.244873
	Iteration 23Q: 3 clusters Score -477748.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -477797.781250 Penalty: 2700.244873
	Iteration 24Q: 3 clusters Score -477797.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -477831.843750 Penalty: 2700.244873
	Iteration 25Q: 3 clusters Score -477831.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -477863.593750 Penalty: 2700.244873
	Iteration 26Q: 3 clusters Score -477863.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -477897.218750 Penalty: 2700.244873
	Iteration 27Q: 3 clusters Score -477897.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -477919.500000 Penalty: 2700.244873
	Iteration 28Q: 3 clusters Score -477919.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -477938.812500 Penalty: 2700.244873
	Iteration 29Q: 3 clusters Score -477938.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -477950.312500 Penalty: 2700.244873
	Iteration 30Q: 3 clusters Score -477950.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -477968.562500 Penalty: 2700.244873
	Iteration 31Q: 3 clusters Score -477968.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -477983.281250 Penalty: 2700.244873
	Iteration 32Q: 3 clusters Score -477983.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -477997.125000 Penalty: 2700.244873
	Iteration 33Q: 3 clusters Score -477997.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -478009.968750 Penalty: 2700.244873
	Iteration 34Q: 3 clusters Score -478010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -478019.750000 Penalty: 2700.244873
	Iteration 35Q: 3 clusters Score -478019.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -478027.125000 Penalty: 2700.244873
	Iteration 36Q: 3 clusters Score -478027.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -478040.250000 Penalty: 2700.244873
	Iteration 37Q: 3 clusters Score -478040.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -478046.656250 Penalty: 2700.244873
	Iteration 38Q: 3 clusters Score -478046.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -478053.531250 Penalty: 2700.244873
	Iteration 39Q: 3 clusters Score -478053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -478056.343750 Penalty: 2700.244873
	Iteration 40F: 3 clusters Score -478056.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -478060.937500 Penalty: 2700.244873
	Iteration 41Q: 3 clusters Score -478060.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -478072.437500 Penalty: 2700.244873
	Iteration 42Q: 3 clusters Score -478072.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -478080.031250 Penalty: 2700.244873
	Iteration 43Q: 3 clusters Score -478080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -478084.312500 Penalty: 2700.244873
	Iteration 44Q: 3 clusters Score -478084.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -478086.312500 Penalty: 2700.244873
	Iteration 45Q: 3 clusters Score -478086.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -478086.312500 Penalty: 2700.244873
	Iteration 46F: 3 clusters Score -478086.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17830.117188 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17830.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17188.437500 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -17188.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17318.917969 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -17318.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -17349.142578 Penalty: 1696.615723
	Iteration 2F: 3 clusters Score -17349.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17383.068359 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -17383.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -17392.740234 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -17392.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -17399.562500 Penalty: 1696.615723
	Iteration 5Q: 3 clusters Score -17399.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -17402.453125 Penalty: 1696.615723
	Iteration 6Q: 3 clusters Score -17402.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -17402.453125 Penalty: 1696.615723
	Iteration 7F: 3 clusters Score -17402.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Entering Unmasked Estep 
Score: -4825783.000000 Penalty: 1713.797485
	Iteration 0F: 2 clusters Score -4825783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4800133.000000 Penalty: 3427.594971
	Iteration 0F: 3 clusters Score -4800133 nChanged 17732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -4810115.500000 Penalty: 3427.594971
	Iteration 1F: 3 clusters Score -4810116 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -4810692.500000 Penalty: 3427.594971
	Iteration 2Q: 3 clusters Score -4810692 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -4811490.500000 Penalty: 3427.594971
	Iteration 3Q: 3 clusters Score -4811490 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -4812632.000000 Penalty: 3427.594971
	Iteration 4F: 3 clusters Score -4812632 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -4814538.500000 Penalty: 3427.594971
	Iteration 5F: 3 clusters Score -4814538 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -4817237.500000 Penalty: 3427.594971
	Iteration 6F: 3 clusters Score -4817238 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -4820089.500000 Penalty: 3427.594971
	Iteration 7F: 3 clusters Score -4820090 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4822230.000000 Penalty: 3427.594971
	Iteration 8F: 3 clusters Score -4822230 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -4823447.000000 Penalty: 3427.594971
	Iteration 9Q: 3 clusters Score -4823447 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -4823960.500000 Penalty: 3427.594971
	Iteration 10Q: 3 clusters Score -4823960 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -4824174.000000 Penalty: 3427.594971
	Iteration 11Q: 3 clusters Score -4824174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -4824239.000000 Penalty: 3427.594971
	Iteration 12Q: 3 clusters Score -4824239 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -4824292.500000 Penalty: 3427.594971
	Iteration 13Q: 3 clusters Score -4824292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -4824303.500000 Penalty: 3427.594971
	Iteration 14Q: 3 clusters Score -4824304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -4824323.000000 Penalty: 3427.594971
	Iteration 15Q: 3 clusters Score -4824323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -4824329.500000 Penalty: 3427.594971
	Iteration 16Q: 3 clusters Score -4824330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -4824338.500000 Penalty: 3427.594971
	Iteration 17Q: 3 clusters Score -4824338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -4824350.000000 Penalty: 3427.594971
	Iteration 18Q: 3 clusters Score -4824350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4824352.000000 Penalty: 3427.594971
	Iteration 19Q: 3 clusters Score -4824352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -4824351.500000 Penalty: 3427.594971
	Iteration 20F: 3 clusters Score -4824352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -4824351.000000 Penalty: 3427.594971
	Iteration 21Q: 3 clusters Score -4824351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -4824353.000000 Penalty: 3427.594971
	Iteration 22Q: 3 clusters Score -4824353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -4824353.000000 Penalty: 3427.594971
	Iteration 23F: 3 clusters Score -4824353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Entering Unmasked Estep 
Score: -865499.937500 Penalty: 1437.836060
	Iteration 0F: 2 clusters Score -865499.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -860251.625000 Penalty: 2875.672119
	Iteration 0F: 3 clusters Score -860251.6 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -861868.250000 Penalty: 2875.672119
	Iteration 1F: 3 clusters Score -861868.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -862102.750000 Penalty: 2875.672119
	Iteration 2F: 3 clusters Score -862102.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -862319.625000 Penalty: 2875.672119
	Iteration 3F: 3 clusters Score -862319.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -862537.812500 Penalty: 2875.672119
	Iteration 4F: 3 clusters Score -862537.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -862772.187500 Penalty: 2875.672119
	Iteration 5F: 3 clusters Score -862772.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -863032.125000 Penalty: 2875.672119
	Iteration 6F: 3 clusters Score -863032.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -863276.687500 Penalty: 2875.672119
	Iteration 7Q: 3 clusters Score -863276.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -863505.875000 Penalty: 2875.672119
	Iteration 8Q: 3 clusters Score -863505.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -863675.875000 Penalty: 2875.672119
	Iteration 9Q: 3 clusters Score -863675.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -863822.625000 Penalty: 2875.672119
	Iteration 10Q: 3 clusters Score -863822.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -863934.875000 Penalty: 2875.672119
	Iteration 11Q: 3 clusters Score -863934.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -864019.812500 Penalty: 2875.672119
	Iteration 12Q: 3 clusters Score -864019.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -864071.812500 Penalty: 2875.672119
	Iteration 13Q: 3 clusters Score -864071.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -864113.250000 Penalty: 2875.672119
	Iteration 14Q: 3 clusters Score -864113.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -864154.312500 Penalty: 2875.672119
	Iteration 15Q: 3 clusters Score -864154.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -864181.187500 Penalty: 2875.672119
	Iteration 16Q: 3 clusters Score -864181.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -864194.312500 Penalty: 2875.672119
	Iteration 17Q: 3 clusters Score -864194.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -864213.000000 Penalty: 2875.672119
	Iteration 18Q: 3 clusters Score -864213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -864232.625000 Penalty: 2875.672119
	Iteration 19Q: 3 clusters Score -864232.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -864249.375000 Penalty: 2875.672119
	Iteration 20F: 3 clusters Score -864249.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -864268.062500 Penalty: 2875.672119
	Iteration 21Q: 3 clusters Score -864268.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -864273.937500 Penalty: 2875.672119
	Iteration 22Q: 3 clusters Score -864273.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -864282.875000 Penalty: 2875.672119
	Iteration 23Q: 3 clusters Score -864282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -864286.000000 Penalty: 2875.672119
	Iteration 24Q: 3 clusters Score -864286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -864293.562500 Penalty: 2875.672119
	Iteration 25Q: 3 clusters Score -864293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -864297.187500 Penalty: 2875.672119
	Iteration 26Q: 3 clusters Score -864297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -864298.437500 Penalty: 2875.672119
	Iteration 27Q: 3 clusters Score -864298.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -864298.125000 Penalty: 2875.672119
	Iteration 28Q: 3 clusters Score -864298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -864299.375000 Penalty: 2875.672119
	Iteration 29Q: 3 clusters Score -864299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -864301.687500 Penalty: 2875.672119
	Iteration 30Q: 3 clusters Score -864301.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -864301.687500 Penalty: 2875.672119
	Iteration 31F: 3 clusters Score -864301.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Entering Unmasked Estep 
Score: -2528873.750000 Penalty: 1612.175781
	Iteration 0F: 2 clusters Score -2528874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2515086.250000 Penalty: 3224.351562
	Iteration 0F: 3 clusters Score -2515086 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2519910.250000 Penalty: 3224.351562
	Iteration 1F: 3 clusters Score -2519910 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2520258.000000 Penalty: 3224.351562
	Iteration 2Q: 3 clusters Score -2520258 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2520555.750000 Penalty: 3224.351562
	Iteration 3Q: 3 clusters Score -2520556 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2520856.250000 Penalty: 3224.351562
	Iteration 4Q: 3 clusters Score -2520856 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2521210.250000 Penalty: 3224.351562
	Iteration 5Q: 3 clusters Score -2521210 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2521555.250000 Penalty: 3224.351562
	Iteration 6Q: 3 clusters Score -2521555 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2521874.500000 Penalty: 3224.351562
	Iteration 7Q: 3 clusters Score -2521874 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2522202.750000 Penalty: 3224.351562
	Iteration 8Q: 3 clusters Score -2522203 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2522461.750000 Penalty: 3224.351562
	Iteration 9Q: 3 clusters Score -2522462 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2522680.500000 Penalty: 3224.351562
	Iteration 10Q: 3 clusters Score -2522680 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2522871.250000 Penalty: 3224.351562
	Iteration 11Q: 3 clusters Score -2522871 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2523052.500000 Penalty: 3224.351562
	Iteration 12Q: 3 clusters Score -2523052 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2523228.500000 Penalty: 3224.351562
	Iteration 13Q: 3 clusters Score -2523228 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2523417.250000 Penalty: 3224.351562
	Iteration 14Q: 3 clusters Score -2523417 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2523586.750000 Penalty: 3224.351562
	Iteration 15Q: 3 clusters Score -2523587 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2523769.750000 Penalty: 3224.351562
	Iteration 16Q: 3 clusters Score -2523770 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2523951.000000 Penalty: 3224.351562
	Iteration 17Q: 3 clusters Score -2523951 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2524107.250000 Penalty: 3224.351562
	Iteration 18Q: 3 clusters Score -2524107 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2524302.000000 Penalty: 3224.351562
	Iteration 19Q: 3 clusters Score -2524302 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2524532.250000 Penalty: 3224.351562
	Iteration 20F: 3 clusters Score -2524532 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2524853.750000 Penalty: 3224.351562
	Iteration 21Q: 3 clusters Score -2524854 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2525296.250000 Penalty: 3224.351562
	Iteration 22Q: 3 clusters Score -2525296 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2525742.000000 Penalty: 3224.351562
	Iteration 23Q: 3 clusters Score -2525742 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2526054.750000 Penalty: 3224.351562
	Iteration 24Q: 3 clusters Score -2526055 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2526289.500000 Penalty: 3224.351562
	Iteration 25Q: 3 clusters Score -2526290 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2526432.750000 Penalty: 3224.351562
	Iteration 26Q: 3 clusters Score -2526433 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2526544.500000 Penalty: 3224.351562
	Iteration 27Q: 3 clusters Score -2526544 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2526633.250000 Penalty: 3224.351562
	Iteration 28Q: 3 clusters Score -2526633 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2526699.500000 Penalty: 3224.351562
	Iteration 29Q: 3 clusters Score -2526700 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2526781.500000 Penalty: 3224.351562
	Iteration 30Q: 3 clusters Score -2526782 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2526830.500000 Penalty: 3224.351562
	Iteration 31Q: 3 clusters Score -2526830 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2526887.500000 Penalty: 3224.351562
	Iteration 32Q: 3 clusters Score -2526888 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2526918.500000 Penalty: 3224.351562
	Iteration 33Q: 3 clusters Score -2526918 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2526949.250000 Penalty: 3224.351562
	Iteration 34Q: 3 clusters Score -2526949 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2526984.500000 Penalty: 3224.351562
	Iteration 35Q: 3 clusters Score -2526984 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2527005.500000 Penalty: 3224.351562
	Iteration 36Q: 3 clusters Score -2527006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2527031.250000 Penalty: 3224.351562
	Iteration 37Q: 3 clusters Score -2527031 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2527063.500000 Penalty: 3224.351562
	Iteration 38Q: 3 clusters Score -2527064 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2527091.750000 Penalty: 3224.351562
	Iteration 39Q: 3 clusters Score -2527092 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2527119.250000 Penalty: 3224.351562
	Iteration 40F: 3 clusters Score -2527119 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2527150.250000 Penalty: 3224.351562
	Iteration 41Q: 3 clusters Score -2527150 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2527170.500000 Penalty: 3224.351562
	Iteration 42Q: 3 clusters Score -2527170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2527195.750000 Penalty: 3224.351562
	Iteration 43Q: 3 clusters Score -2527196 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2527219.250000 Penalty: 3224.351562
	Iteration 44Q: 3 clusters Score -2527219 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2527254.250000 Penalty: 3224.351562
	Iteration 45Q: 3 clusters Score -2527254 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2527288.000000 Penalty: 3224.351562
	Iteration 46Q: 3 clusters Score -2527288 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2527309.750000 Penalty: 3224.351562
	Iteration 47Q: 3 clusters Score -2527310 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2527332.750000 Penalty: 3224.351562
	Iteration 48Q: 3 clusters Score -2527333 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2527349.750000 Penalty: 3224.351562
	Iteration 49Q: 3 clusters Score -2527350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2527375.500000 Penalty: 3224.351562
	Iteration 50Q: 3 clusters Score -2527376 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2527415.000000 Penalty: 3224.351562
	Iteration 51Q: 3 clusters Score -2527415 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2527455.250000 Penalty: 3224.351562
	Iteration 52Q: 3 clusters Score -2527455 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2527487.000000 Penalty: 3224.351562
	Iteration 53Q: 3 clusters Score -2527487 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2527507.750000 Penalty: 3224.351562
	Iteration 54Q: 3 clusters Score -2527508 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2527540.000000 Penalty: 3224.351562
	Iteration 55Q: 3 clusters Score -2527540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2527562.000000 Penalty: 3224.351562
	Iteration 56Q: 3 clusters Score -2527562 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2527586.500000 Penalty: 3224.351562
	Iteration 57Q: 3 clusters Score -2527586 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2527614.750000 Penalty: 3224.351562
	Iteration 58Q: 3 clusters Score -2527615 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2527624.750000 Penalty: 3224.351562
	Iteration 59Q: 3 clusters Score -2527625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2527647.500000 Penalty: 3224.351562
	Iteration 60F: 3 clusters Score -2527648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2527651.750000 Penalty: 3224.351562
	Iteration 61Q: 3 clusters Score -2527652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2527660.500000 Penalty: 3224.351562
	Iteration 62Q: 3 clusters Score -2527660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2527673.250000 Penalty: 3224.351562
	Iteration 63Q: 3 clusters Score -2527673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2527680.000000 Penalty: 3224.351562
	Iteration 64Q: 3 clusters Score -2527680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2527686.750000 Penalty: 3224.351562
	Iteration 65Q: 3 clusters Score -2527687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2527692.000000 Penalty: 3224.351562
	Iteration 66Q: 3 clusters Score -2527692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2527695.750000 Penalty: 3224.351562
	Iteration 67Q: 3 clusters Score -2527696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2527697.250000 Penalty: 3224.351562
	Iteration 68Q: 3 clusters Score -2527697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2527699.750000 Penalty: 3224.351562
	Iteration 69Q: 3 clusters Score -2527700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2527707.500000 Penalty: 3224.351562
	Iteration 70Q: 3 clusters Score -2527708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2527715.750000 Penalty: 3224.351562
	Iteration 71Q: 3 clusters Score -2527716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2527717.000000 Penalty: 3224.351562
	Iteration 72Q: 3 clusters Score -2527717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2527715.250000 Penalty: 3224.351562
	Iteration 73Q: 3 clusters Score -2527715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2527717.750000 Penalty: 3224.351562
	Iteration 74Q: 3 clusters Score -2527718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2527722.000000 Penalty: 3224.351562
	Iteration 75Q: 3 clusters Score -2527722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2527723.000000 Penalty: 3224.351562
	Iteration 76Q: 3 clusters Score -2527723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2527723.000000 Penalty: 3224.351562
	Iteration 77Q: 3 clusters Score -2527723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2527727.000000 Penalty: 3224.351562
	Iteration 78Q: 3 clusters Score -2527727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2527723.000000 Penalty: 3224.351562
	Iteration 79Q: 3 clusters Score -2527723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2527719.250000 Penalty: 3224.351562
	Iteration 80F: 3 clusters Score -2527719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2527717.750000 Penalty: 3224.351562
	Iteration 81Q: 3 clusters Score -2527718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2527721.500000 Penalty: 3224.351562
	Iteration 82Q: 3 clusters Score -2527722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2527720.000000 Penalty: 3224.351562
	Iteration 83Q: 3 clusters Score -2527720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2527719.000000 Penalty: 3224.351562
	Iteration 84Q: 3 clusters Score -2527719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2527719.250000 Penalty: 3224.351562
	Iteration 85Q: 3 clusters Score -2527719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2527719.250000 Penalty: 3224.351562
	Iteration 86Q: 3 clusters Score -2527719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2527722.000000 Penalty: 3224.351562
	Iteration 87Q: 3 clusters Score -2527722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2527721.000000 Penalty: 3224.351562
	Iteration 88Q: 3 clusters Score -2527721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2527725.750000 Penalty: 3224.351562
	Iteration 89Q: 3 clusters Score -2527726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2527724.500000 Penalty: 3224.351562
	Iteration 90Q: 3 clusters Score -2527724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2527724.500000 Penalty: 3224.351562
	Iteration 91F: 3 clusters Score -2527724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Entering Unmasked Estep 
Score: -2022703.000000 Penalty: 1581.447876
	Iteration 0F: 2 clusters Score -2022703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2011236.250000 Penalty: 3162.895752
	Iteration 0F: 3 clusters Score -2011236 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2015344.875000 Penalty: 3162.895752
	Iteration 1F: 3 clusters Score -2015345 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2015632.750000 Penalty: 3162.895752
	Iteration 2Q: 3 clusters Score -2015633 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2015875.875000 Penalty: 3162.895752
	Iteration 3Q: 3 clusters Score -2015876 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2016083.875000 Penalty: 3162.895752
	Iteration 4Q: 3 clusters Score -2016084 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2016295.375000 Penalty: 3162.895752
	Iteration 5Q: 3 clusters Score -2016295 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2016505.375000 Penalty: 3162.895752
	Iteration 6Q: 3 clusters Score -2016505 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2016778.500000 Penalty: 3162.895752
	Iteration 7Q: 3 clusters Score -2016778 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2017121.625000 Penalty: 3162.895752
	Iteration 8Q: 3 clusters Score -2017122 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2017541.875000 Penalty: 3162.895752
	Iteration 9Q: 3 clusters Score -2017542 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2018036.875000 Penalty: 3162.895752
	Iteration 10Q: 3 clusters Score -2018037 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2018548.125000 Penalty: 3162.895752
	Iteration 11Q: 3 clusters Score -2018548 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2019079.500000 Penalty: 3162.895752
	Iteration 12Q: 3 clusters Score -2019080 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2019631.875000 Penalty: 3162.895752
	Iteration 13Q: 3 clusters Score -2019632 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2020135.625000 Penalty: 3162.895752
	Iteration 14Q: 3 clusters Score -2020136 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2020542.250000 Penalty: 3162.895752
	Iteration 15Q: 3 clusters Score -2020542 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2020850.875000 Penalty: 3162.895752
	Iteration 16Q: 3 clusters Score -2020851 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2021034.375000 Penalty: 3162.895752
	Iteration 17Q: 3 clusters Score -2021034 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2021147.375000 Penalty: 3162.895752
	Iteration 18Q: 3 clusters Score -2021147 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2021209.250000 Penalty: 3162.895752
	Iteration 19Q: 3 clusters Score -2021209 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2021248.000000 Penalty: 3162.895752
	Iteration 20F: 3 clusters Score -2021248 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2021280.375000 Penalty: 3162.895752
	Iteration 21Q: 3 clusters Score -2021280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2021309.250000 Penalty: 3162.895752
	Iteration 22Q: 3 clusters Score -2021309 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2021331.375000 Penalty: 3162.895752
	Iteration 23Q: 3 clusters Score -2021331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2021347.125000 Penalty: 3162.895752
	Iteration 24Q: 3 clusters Score -2021347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2021366.875000 Penalty: 3162.895752
	Iteration 25Q: 3 clusters Score -2021367 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2021386.625000 Penalty: 3162.895752
	Iteration 26Q: 3 clusters Score -2021387 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2021417.375000 Penalty: 3162.895752
	Iteration 27Q: 3 clusters Score -2021417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2021444.875000 Penalty: 3162.895752
	Iteration 28Q: 3 clusters Score -2021445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2021457.625000 Penalty: 3162.895752
	Iteration 29Q: 3 clusters Score -2021458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2021471.000000 Penalty: 3162.895752
	Iteration 30Q: 3 clusters Score -2021471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2021475.500000 Penalty: 3162.895752
	Iteration 31Q: 3 clusters Score -2021476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2021478.750000 Penalty: 3162.895752
	Iteration 32Q: 3 clusters Score -2021479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2021484.500000 Penalty: 3162.895752
	Iteration 33Q: 3 clusters Score -2021484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2021490.125000 Penalty: 3162.895752
	Iteration 34Q: 3 clusters Score -2021490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2021495.250000 Penalty: 3162.895752
	Iteration 35Q: 3 clusters Score -2021495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2021505.750000 Penalty: 3162.895752
	Iteration 36Q: 3 clusters Score -2021506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2021512.000000 Penalty: 3162.895752
	Iteration 37Q: 3 clusters Score -2021512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2021516.125000 Penalty: 3162.895752
	Iteration 38Q: 3 clusters Score -2021516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2021521.500000 Penalty: 3162.895752
	Iteration 39Q: 3 clusters Score -2021522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2021526.500000 Penalty: 3162.895752
	Iteration 40F: 3 clusters Score -2021526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2021528.125000 Penalty: 3162.895752
	Iteration 41Q: 3 clusters Score -2021528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2021531.125000 Penalty: 3162.895752
	Iteration 42Q: 3 clusters Score -2021531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2021531.250000 Penalty: 3162.895752
	Iteration 43Q: 3 clusters Score -2021531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2021530.500000 Penalty: 3162.895752
	Iteration 44Q: 3 clusters Score -2021530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2021531.375000 Penalty: 3162.895752
	Iteration 45Q: 3 clusters Score -2021531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2021532.500000 Penalty: 3162.895752
	Iteration 46Q: 3 clusters Score -2021532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2021534.250000 Penalty: 3162.895752
	Iteration 47Q: 3 clusters Score -2021534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2021533.625000 Penalty: 3162.895752
	Iteration 48Q: 3 clusters Score -2021534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2021534.875000 Penalty: 3162.895752
	Iteration 49Q: 3 clusters Score -2021535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2021534.000000 Penalty: 3162.895752
	Iteration 50Q: 3 clusters Score -2021534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2021537.250000 Penalty: 3162.895752
	Iteration 51Q: 3 clusters Score -2021537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2021536.625000 Penalty: 3162.895752
	Iteration 52Q: 3 clusters Score -2021537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2021536.625000 Penalty: 3162.895752
	Iteration 53F: 3 clusters Score -2021537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -487937.687500 Penalty: 1349.922119
	Iteration 0F: 2 clusters Score -487937.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -484577.906250 Penalty: 2699.844238
	Iteration 0F: 3 clusters Score -484577.9 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -485409.656250 Penalty: 2699.844238
	Iteration 1F: 3 clusters Score -485409.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -485558.343750 Penalty: 2699.844238
	Iteration 2F: 3 clusters Score -485558.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -485647.625000 Penalty: 2699.844238
	Iteration 3Q: 3 clusters Score -485647.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -485717.437500 Penalty: 2699.844238
	Iteration 4Q: 3 clusters Score -485717.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -485767.593750 Penalty: 2699.844238
	Iteration 5Q: 3 clusters Score -485767.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -485804.593750 Penalty: 2699.844238
	Iteration 6Q: 3 clusters Score -485804.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -485833.718750 Penalty: 2699.844238
	Iteration 7Q: 3 clusters Score -485833.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -485852.468750 Penalty: 2699.844238
	Iteration 8Q: 3 clusters Score -485852.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -485869.187500 Penalty: 2699.844238
	Iteration 9Q: 3 clusters Score -485869.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -485885.750000 Penalty: 2699.844238
	Iteration 10Q: 3 clusters Score -485885.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -485901.125000 Penalty: 2699.844238
	Iteration 11Q: 3 clusters Score -485901.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -485916.593750 Penalty: 2699.844238
	Iteration 12Q: 3 clusters Score -485916.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -485933.781250 Penalty: 2699.844238
	Iteration 13Q: 3 clusters Score -485933.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -485952.281250 Penalty: 2699.844238
	Iteration 14Q: 3 clusters Score -485952.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -485977.531250 Penalty: 2699.844238
	Iteration 15Q: 3 clusters Score -485977.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -486003.000000 Penalty: 2699.844238
	Iteration 16Q: 3 clusters Score -486003 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -486029.593750 Penalty: 2699.844238
	Iteration 17Q: 3 clusters Score -486029.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -486069.125000 Penalty: 2699.844238
	Iteration 18Q: 3 clusters Score -486069.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -486113.937500 Penalty: 2699.844238
	Iteration 19Q: 3 clusters Score -486113.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -486161.531250 Penalty: 2699.844238
	Iteration 20F: 3 clusters Score -486161.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -486218.062500 Penalty: 2699.844238
	Iteration 21Q: 3 clusters Score -486218.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -486271.875000 Penalty: 2699.844238
	Iteration 22Q: 3 clusters Score -486271.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -486330.031250 Penalty: 2699.844238
	Iteration 23Q: 3 clusters Score -486330 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -486381.937500 Penalty: 2699.844238
	Iteration 24Q: 3 clusters Score -486381.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -486433.000000 Penalty: 2699.844238
	Iteration 25Q: 3 clusters Score -486433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -486473.937500 Penalty: 2699.844238
	Iteration 26Q: 3 clusters Score -486473.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -486513.406250 Penalty: 2699.844238
	Iteration 27Q: 3 clusters Score -486513.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -486545.062500 Penalty: 2699.844238
	Iteration 28Q: 3 clusters Score -486545.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -486588.250000 Penalty: 2699.844238
	Iteration 29Q: 3 clusters Score -486588.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -486612.000000 Penalty: 2699.844238
	Iteration 30Q: 3 clusters Score -486612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -486630.281250 Penalty: 2699.844238
	Iteration 31Q: 3 clusters Score -486630.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -486649.375000 Penalty: 2699.844238
	Iteration 32Q: 3 clusters Score -486649.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -486662.062500 Penalty: 2699.844238
	Iteration 33Q: 3 clusters Score -486662.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -486670.406250 Penalty: 2699.844238
	Iteration 34Q: 3 clusters Score -486670.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -486679.937500 Penalty: 2699.844238
	Iteration 35Q: 3 clusters Score -486679.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -486686.687500 Penalty: 2699.844238
	Iteration 36Q: 3 clusters Score -486686.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -486690.875000 Penalty: 2699.844238
	Iteration 37Q: 3 clusters Score -486690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -486693.562500 Penalty: 2699.844238
	Iteration 38Q: 3 clusters Score -486693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -486695.437500 Penalty: 2699.844238
	Iteration 39Q: 3 clusters Score -486695.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -486698.156250 Penalty: 2699.844238
	Iteration 40F: 3 clusters Score -486698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -486699.781250 Penalty: 2699.844238
	Iteration 41Q: 3 clusters Score -486699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -486699.781250 Penalty: 2699.844238
	Iteration 42F: 3 clusters Score -486699.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -304313.531250 Penalty: 1278.093018
	Iteration 0F: 2 clusters Score -304313.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -301816.718750 Penalty: 2556.186035
	Iteration 0F: 3 clusters Score -301816.7 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -302394.906250 Penalty: 2556.186035
	Iteration 1F: 3 clusters Score -302394.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -302542.312500 Penalty: 2556.186035
	Iteration 2F: 3 clusters Score -302542.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -302638.843750 Penalty: 2556.186035
	Iteration 3F: 3 clusters Score -302638.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -302714.437500 Penalty: 2556.186035
	Iteration 4Q: 3 clusters Score -302714.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -302768.843750 Penalty: 2556.186035
	Iteration 5Q: 3 clusters Score -302768.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -302823.375000 Penalty: 2556.186035
	Iteration 6Q: 3 clusters Score -302823.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -302858.625000 Penalty: 2556.186035
	Iteration 7Q: 3 clusters Score -302858.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -302891.468750 Penalty: 2556.186035
	Iteration 8Q: 3 clusters Score -302891.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -302925.468750 Penalty: 2556.186035
	Iteration 9Q: 3 clusters Score -302925.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -302955.593750 Penalty: 2556.186035
	Iteration 10Q: 3 clusters Score -302955.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -302981.843750 Penalty: 2556.186035
	Iteration 11Q: 3 clusters Score -302981.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -303010.750000 Penalty: 2556.186035
	Iteration 12Q: 3 clusters Score -303010.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -303036.812500 Penalty: 2556.186035
	Iteration 13Q: 3 clusters Score -303036.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -303051.437500 Penalty: 2556.186035
	Iteration 14Q: 3 clusters Score -303051.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -303063.468750 Penalty: 2556.186035
	Iteration 15Q: 3 clusters Score -303063.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -303075.750000 Penalty: 2556.186035
	Iteration 16Q: 3 clusters Score -303075.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -303085.500000 Penalty: 2556.186035
	Iteration 17Q: 3 clusters Score -303085.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -303094.593750 Penalty: 2556.186035
	Iteration 18Q: 3 clusters Score -303094.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -303102.500000 Penalty: 2556.186035
	Iteration 19Q: 3 clusters Score -303102.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -303111.406250 Penalty: 2556.186035
	Iteration 20F: 3 clusters Score -303111.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -303125.031250 Penalty: 2556.186035
	Iteration 21Q: 3 clusters Score -303125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -303136.187500 Penalty: 2556.186035
	Iteration 22Q: 3 clusters Score -303136.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -303147.531250 Penalty: 2556.186035
	Iteration 23Q: 3 clusters Score -303147.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -303159.937500 Penalty: 2556.186035
	Iteration 24Q: 3 clusters Score -303159.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -303165.343750 Penalty: 2556.186035
	Iteration 25Q: 3 clusters Score -303165.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -303171.125000 Penalty: 2556.186035
	Iteration 26Q: 3 clusters Score -303171.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -303179.468750 Penalty: 2556.186035
	Iteration 27Q: 3 clusters Score -303179.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -303187.000000 Penalty: 2556.186035
	Iteration 28Q: 3 clusters Score -303187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -303195.000000 Penalty: 2556.186035
	Iteration 29Q: 3 clusters Score -303195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -303206.250000 Penalty: 2556.186035
	Iteration 30Q: 3 clusters Score -303206.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -303213.156250 Penalty: 2556.186035
	Iteration 31Q: 3 clusters Score -303213.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -303217.687500 Penalty: 2556.186035
	Iteration 32Q: 3 clusters Score -303217.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -303223.531250 Penalty: 2556.186035
	Iteration 33Q: 3 clusters Score -303223.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -303227.843750 Penalty: 2556.186035
	Iteration 34Q: 3 clusters Score -303227.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -303231.437500 Penalty: 2556.186035
	Iteration 35Q: 3 clusters Score -303231.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -303237.062500 Penalty: 2556.186035
	Iteration 36Q: 3 clusters Score -303237.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -303241.750000 Penalty: 2556.186035
	Iteration 37Q: 3 clusters Score -303241.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -303244.968750 Penalty: 2556.186035
	Iteration 38Q: 3 clusters Score -303245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -303248.968750 Penalty: 2556.186035
	Iteration 39Q: 3 clusters Score -303249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -303253.781250 Penalty: 2556.186035
	Iteration 40F: 3 clusters Score -303253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -303254.375000 Penalty: 2556.186035
	Iteration 41Q: 3 clusters Score -303254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -303255.656250 Penalty: 2556.186035
	Iteration 42Q: 3 clusters Score -303255.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -303257.406250 Penalty: 2556.186035
	Iteration 43Q: 3 clusters Score -303257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -303258.750000 Penalty: 2556.186035
	Iteration 44Q: 3 clusters Score -303258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -303259.062500 Penalty: 2556.186035
	Iteration 45Q: 3 clusters Score -303259.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -303259.250000 Penalty: 2556.186035
	Iteration 46Q: 3 clusters Score -303259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -303259.062500 Penalty: 2556.186035
	Iteration 47Q: 3 clusters Score -303259.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -303259.718750 Penalty: 2556.186035
	Iteration 48Q: 3 clusters Score -303259.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -303260.000000 Penalty: 2556.186035
	Iteration 49Q: 3 clusters Score -303260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -303260.250000 Penalty: 2556.186035
	Iteration 50Q: 3 clusters Score -303260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -303261.250000 Penalty: 2556.186035
	Iteration 51Q: 3 clusters Score -303261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -303262.500000 Penalty: 2556.186035
	Iteration 52Q: 3 clusters Score -303262.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -303262.312500 Penalty: 2556.186035
	Iteration 53Q: 3 clusters Score -303262.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -303262.312500 Penalty: 2556.186035
	Iteration 54F: 3 clusters Score -303262.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -188601.375000 Penalty: 1193.411865
	Iteration 0F: 2 clusters Score -188601.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -186750.609375 Penalty: 2386.823730
	Iteration 0F: 3 clusters Score -186750.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -187119.031250 Penalty: 2386.823730
	Iteration 1F: 3 clusters Score -187119 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -187203.812500 Penalty: 2386.823730
	Iteration 2F: 3 clusters Score -187203.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -187240.734375 Penalty: 2386.823730
	Iteration 3Q: 3 clusters Score -187240.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -187269.453125 Penalty: 2386.823730
	Iteration 4Q: 3 clusters Score -187269.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -187285.890625 Penalty: 2386.823730
	Iteration 5Q: 3 clusters Score -187285.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -187293.109375 Penalty: 2386.823730
	Iteration 6Q: 3 clusters Score -187293.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -187301.515625 Penalty: 2386.823730
	Iteration 7Q: 3 clusters Score -187301.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -187307.921875 Penalty: 2386.823730
	Iteration 8Q: 3 clusters Score -187307.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -187313.031250 Penalty: 2386.823730
	Iteration 9Q: 3 clusters Score -187313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -187317.593750 Penalty: 2386.823730
	Iteration 10Q: 3 clusters Score -187317.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -187319.140625 Penalty: 2386.823730
	Iteration 11Q: 3 clusters Score -187319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -187322.406250 Penalty: 2386.823730
	Iteration 12Q: 3 clusters Score -187322.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -187323.562500 Penalty: 2386.823730
	Iteration 13Q: 3 clusters Score -187323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -187324.781250 Penalty: 2386.823730
	Iteration 14Q: 3 clusters Score -187324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -187326.109375 Penalty: 2386.823730
	Iteration 15Q: 3 clusters Score -187326.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -187326.562500 Penalty: 2386.823730
	Iteration 16Q: 3 clusters Score -187326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -187327.156250 Penalty: 2386.823730
	Iteration 17Q: 3 clusters Score -187327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -187327.156250 Penalty: 2386.823730
	Iteration 18F: 3 clusters Score -187327.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -359318.281250 Penalty: 1297.198120
	Iteration 0F: 2 clusters Score -359318.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -356642.562500 Penalty: 2594.396240
	Iteration 0F: 3 clusters Score -356642.6 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -357273.531250 Penalty: 2594.396240
	Iteration 1F: 3 clusters Score -357273.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -357391.593750 Penalty: 2594.396240
	Iteration 2F: 3 clusters Score -357391.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -357500.468750 Penalty: 2594.396240
	Iteration 3Q: 3 clusters Score -357500.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -357631.312500 Penalty: 2594.396240
	Iteration 4Q: 3 clusters Score -357631.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -357757.218750 Penalty: 2594.396240
	Iteration 5Q: 3 clusters Score -357757.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -357886.781250 Penalty: 2594.396240
	Iteration 6Q: 3 clusters Score -357886.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -357996.875000 Penalty: 2594.396240
	Iteration 7Q: 3 clusters Score -357996.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -358118.875000 Penalty: 2594.396240
	Iteration 8Q: 3 clusters Score -358118.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -358233.062500 Penalty: 2594.396240
	Iteration 9Q: 3 clusters Score -358233.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -358326.250000 Penalty: 2594.396240
	Iteration 10Q: 3 clusters Score -358326.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -358385.187500 Penalty: 2594.396240
	Iteration 11Q: 3 clusters Score -358385.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -358438.687500 Penalty: 2594.396240
	Iteration 12Q: 3 clusters Score -358438.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -358497.062500 Penalty: 2594.396240
	Iteration 13Q: 3 clusters Score -358497.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -358557.562500 Penalty: 2594.396240
	Iteration 14Q: 3 clusters Score -358557.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -358588.656250 Penalty: 2594.396240
	Iteration 15Q: 3 clusters Score -358588.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -358601.156250 Penalty: 2594.396240
	Iteration 16Q: 3 clusters Score -358601.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -358611.468750 Penalty: 2594.396240
	Iteration 17Q: 3 clusters Score -358611.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -358619.250000 Penalty: 2594.396240
	Iteration 18Q: 3 clusters Score -358619.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -358625.250000 Penalty: 2594.396240
	Iteration 19Q: 3 clusters Score -358625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -358628.343750 Penalty: 2594.396240
	Iteration 20F: 3 clusters Score -358628.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -358631.093750 Penalty: 2594.396240
	Iteration 21Q: 3 clusters Score -358631.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -358633.468750 Penalty: 2594.396240
	Iteration 22Q: 3 clusters Score -358633.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -358636.312500 Penalty: 2594.396240
	Iteration 23Q: 3 clusters Score -358636.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -358638.000000 Penalty: 2594.396240
	Iteration 24Q: 3 clusters Score -358638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -358638.968750 Penalty: 2594.396240
	Iteration 25Q: 3 clusters Score -358639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -358638.968750 Penalty: 2594.396240
	Iteration 26F: 3 clusters Score -358639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -134018.281250 Penalty: 1153.754395
	Iteration 0F: 2 clusters Score -134018.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -132458.687500 Penalty: 2307.508789
	Iteration 0F: 3 clusters Score -132458.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -132790.453125 Penalty: 2307.508789
	Iteration 1F: 3 clusters Score -132790.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -132900.000000 Penalty: 2307.508789
	Iteration 2F: 3 clusters Score -132900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -132970.781250 Penalty: 2307.508789
	Iteration 3F: 3 clusters Score -132970.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -133029.437500 Penalty: 2307.508789
	Iteration 4Q: 3 clusters Score -133029.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -133091.406250 Penalty: 2307.508789
	Iteration 5Q: 3 clusters Score -133091.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -133160.296875 Penalty: 2307.508789
	Iteration 6Q: 3 clusters Score -133160.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -133212.031250 Penalty: 2307.508789
	Iteration 7Q: 3 clusters Score -133212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -133248.328125 Penalty: 2307.508789
	Iteration 8Q: 3 clusters Score -133248.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -133284.718750 Penalty: 2307.508789
	Iteration 9Q: 3 clusters Score -133284.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -133308.562500 Penalty: 2307.508789
	Iteration 10Q: 3 clusters Score -133308.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -133326.125000 Penalty: 2307.508789
	Iteration 11Q: 3 clusters Score -133326.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -133340.250000 Penalty: 2307.508789
	Iteration 12Q: 3 clusters Score -133340.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -133365.703125 Penalty: 2307.508789
	Iteration 13Q: 3 clusters Score -133365.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -133377.968750 Penalty: 2307.508789
	Iteration 14Q: 3 clusters Score -133378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -133381.796875 Penalty: 2307.508789
	Iteration 15Q: 3 clusters Score -133381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -133382.812500 Penalty: 2307.508789
	Iteration 16Q: 3 clusters Score -133382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -133384.578125 Penalty: 2307.508789
	Iteration 17Q: 3 clusters Score -133384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -133388.625000 Penalty: 2307.508789
	Iteration 18Q: 3 clusters Score -133388.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -133392.515625 Penalty: 2307.508789
	Iteration 19Q: 3 clusters Score -133392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -133394.406250 Penalty: 2307.508789
	Iteration 20F: 3 clusters Score -133394.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -133394.796875 Penalty: 2307.508789
	Iteration 21Q: 3 clusters Score -133394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -133395.828125 Penalty: 2307.508789
	Iteration 22Q: 3 clusters Score -133395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -133396.437500 Penalty: 2307.508789
	Iteration 23Q: 3 clusters Score -133396.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -133396.437500 Penalty: 2307.508789
	Iteration 24F: 3 clusters Score -133396.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Entering Unmasked Estep 
Score: -739192.375000 Penalty: 1413.589844
	Iteration 0F: 2 clusters Score -739192.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -734600.000000 Penalty: 2827.179688
	Iteration 0F: 3 clusters Score -734600 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -735845.750000 Penalty: 2827.179688
	Iteration 1F: 3 clusters Score -735845.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -736033.187500 Penalty: 2827.179688
	Iteration 2F: 3 clusters Score -736033.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -736152.562500 Penalty: 2827.179688
	Iteration 3Q: 3 clusters Score -736152.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -736224.125000 Penalty: 2827.179688
	Iteration 4Q: 3 clusters Score -736224.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -736276.687500 Penalty: 2827.179688
	Iteration 5Q: 3 clusters Score -736276.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -736325.437500 Penalty: 2827.179688
	Iteration 6Q: 3 clusters Score -736325.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -736362.250000 Penalty: 2827.179688
	Iteration 7Q: 3 clusters Score -736362.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -736394.062500 Penalty: 2827.179688
	Iteration 8Q: 3 clusters Score -736394.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -736426.812500 Penalty: 2827.179688
	Iteration 9Q: 3 clusters Score -736426.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -736449.187500 Penalty: 2827.179688
	Iteration 10Q: 3 clusters Score -736449.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -736467.812500 Penalty: 2827.179688
	Iteration 11Q: 3 clusters Score -736467.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -736481.375000 Penalty: 2827.179688
	Iteration 12Q: 3 clusters Score -736481.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -736496.937500 Penalty: 2827.179688
	Iteration 13Q: 3 clusters Score -736496.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -736515.375000 Penalty: 2827.179688
	Iteration 14Q: 3 clusters Score -736515.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -736527.875000 Penalty: 2827.179688
	Iteration 15Q: 3 clusters Score -736527.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -736537.125000 Penalty: 2827.179688
	Iteration 16Q: 3 clusters Score -736537.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -736547.562500 Penalty: 2827.179688
	Iteration 17Q: 3 clusters Score -736547.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -736558.375000 Penalty: 2827.179688
	Iteration 18Q: 3 clusters Score -736558.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -736571.687500 Penalty: 2827.179688
	Iteration 19Q: 3 clusters Score -736571.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -736588.562500 Penalty: 2827.179688
	Iteration 20F: 3 clusters Score -736588.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -736611.312500 Penalty: 2827.179688
	Iteration 21Q: 3 clusters Score -736611.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -736633.625000 Penalty: 2827.179688
	Iteration 22Q: 3 clusters Score -736633.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -736665.125000 Penalty: 2827.179688
	Iteration 23Q: 3 clusters Score -736665.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -736697.562500 Penalty: 2827.179688
	Iteration 24Q: 3 clusters Score -736697.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -736732.187500 Penalty: 2827.179688
	Iteration 25Q: 3 clusters Score -736732.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -736777.000000 Penalty: 2827.179688
	Iteration 26Q: 3 clusters Score -736777 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -736840.375000 Penalty: 2827.179688
	Iteration 27Q: 3 clusters Score -736840.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -736917.062500 Penalty: 2827.179688
	Iteration 28Q: 3 clusters Score -736917.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -736997.500000 Penalty: 2827.179688
	Iteration 29Q: 3 clusters Score -736997.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -737066.000000 Penalty: 2827.179688
	Iteration 30Q: 3 clusters Score -737066 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -737122.312500 Penalty: 2827.179688
	Iteration 31Q: 3 clusters Score -737122.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -737176.500000 Penalty: 2827.179688
	Iteration 32Q: 3 clusters Score -737176.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -737228.750000 Penalty: 2827.179688
	Iteration 33Q: 3 clusters Score -737228.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -737280.125000 Penalty: 2827.179688
	Iteration 34Q: 3 clusters Score -737280.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -737335.812500 Penalty: 2827.179688
	Iteration 35Q: 3 clusters Score -737335.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -737397.375000 Penalty: 2827.179688
	Iteration 36Q: 3 clusters Score -737397.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -737460.562500 Penalty: 2827.179688
	Iteration 37Q: 3 clusters Score -737460.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -737528.187500 Penalty: 2827.179688
	Iteration 38Q: 3 clusters Score -737528.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -737605.062500 Penalty: 2827.179688
	Iteration 39Q: 3 clusters Score -737605.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -737682.625000 Penalty: 2827.179688
	Iteration 40F: 3 clusters Score -737682.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -737738.937500 Penalty: 2827.179688
	Iteration 41Q: 3 clusters Score -737738.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -737789.750000 Penalty: 2827.179688
	Iteration 42Q: 3 clusters Score -737789.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -737839.375000 Penalty: 2827.179688
	Iteration 43Q: 3 clusters Score -737839.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -737880.312500 Penalty: 2827.179688
	Iteration 44Q: 3 clusters Score -737880.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -737903.625000 Penalty: 2827.179688
	Iteration 45Q: 3 clusters Score -737903.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -737924.812500 Penalty: 2827.179688
	Iteration 46Q: 3 clusters Score -737924.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -737943.687500 Penalty: 2827.179688
	Iteration 47Q: 3 clusters Score -737943.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -737959.187500 Penalty: 2827.179688
	Iteration 48Q: 3 clusters Score -737959.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -737966.562500 Penalty: 2827.179688
	Iteration 49Q: 3 clusters Score -737966.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -737969.750000 Penalty: 2827.179688
	Iteration 50Q: 3 clusters Score -737969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -737972.500000 Penalty: 2827.179688
	Iteration 51Q: 3 clusters Score -737972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -737972.375000 Penalty: 2827.179688
	Iteration 52Q: 3 clusters Score -737972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -737975.062500 Penalty: 2827.179688
	Iteration 53Q: 3 clusters Score -737975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -737975.062500 Penalty: 2827.179688
	Iteration 54F: 3 clusters Score -737975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (75301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75301 members 
Entering Unmasked Estep 
Score: -9379337.000000 Penalty: 1824.752930
	Iteration 0F: 2 clusters Score -9379337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -9331930.000000 Penalty: 3649.505859
	Iteration 0F: 3 clusters Score -9331930 nChanged 35820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -9352397.000000 Penalty: 3649.505859
	Iteration 1F: 3 clusters Score -9352397 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -9352902.000000 Penalty: 3649.505859
	Iteration 2Q: 3 clusters Score -9352902 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -9353404.000000 Penalty: 3649.505859
	Iteration 3Q: 3 clusters Score -9353404 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -9353983.000000 Penalty: 3649.505859
	Iteration 4Q: 3 clusters Score -9353983 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -9354845.000000 Penalty: 3649.505859
	Iteration 5Q: 3 clusters Score -9354845 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -9356075.000000 Penalty: 3649.505859
	Iteration 6Q: 3 clusters Score -9356075 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -9357902.000000 Penalty: 3649.505859
	Iteration 7Q: 3 clusters Score -9357902 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -9360511.000000 Penalty: 3649.505859
	Iteration 8F: 3 clusters Score -9360511 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -9364008.000000 Penalty: 3649.505859
	Iteration 9F: 3 clusters Score -9364008 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -9367309.000000 Penalty: 3649.505859
	Iteration 10F: 3 clusters Score -9367309 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -9369876.000000 Penalty: 3649.505859
	Iteration 11F: 3 clusters Score -9369876 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -9371476.000000 Penalty: 3649.505859
	Iteration 12Q: 3 clusters Score -9371476 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -9372523.000000 Penalty: 3649.505859
	Iteration 13Q: 3 clusters Score -9372523 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -9373254.000000 Penalty: 3649.505859
	Iteration 14Q: 3 clusters Score -9373254 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -9373853.000000 Penalty: 3649.505859
	Iteration 15Q: 3 clusters Score -9373853 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -9374312.000000 Penalty: 3649.505859
	Iteration 16Q: 3 clusters Score -9374312 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -9374793.000000 Penalty: 3649.505859
	Iteration 17Q: 3 clusters Score -9374793 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -9375217.000000 Penalty: 3649.505859
	Iteration 18Q: 3 clusters Score -9375217 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -9375640.000000 Penalty: 3649.505859
	Iteration 19Q: 3 clusters Score -9375640 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -9376069.000000 Penalty: 3649.505859
	Iteration 20F: 3 clusters Score -9376069 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9376430.000000 Penalty: 3649.505859
	Iteration 21Q: 3 clusters Score -9376430 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9376721.000000 Penalty: 3649.505859
	Iteration 22Q: 3 clusters Score -9376721 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74132 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9377000.000000 Penalty: 3649.505859
	Iteration 23Q: 3 clusters Score -9377000 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9377221.000000 Penalty: 3649.505859
	Iteration 24Q: 3 clusters Score -9377221 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9377372.000000 Penalty: 3649.505859
	Iteration 25Q: 3 clusters Score -9377372 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9377481.000000 Penalty: 3649.505859
	Iteration 26Q: 3 clusters Score -9377481 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9377538.000000 Penalty: 3649.505859
	Iteration 27Q: 3 clusters Score -9377538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9377613.000000 Penalty: 3649.505859
	Iteration 28Q: 3 clusters Score -9377613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9377654.000000 Penalty: 3649.505859
	Iteration 29Q: 3 clusters Score -9377654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9377689.000000 Penalty: 3649.505859
	Iteration 30Q: 3 clusters Score -9377689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74945 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9377715.000000 Penalty: 3649.505859
	Iteration 31Q: 3 clusters Score -9377715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74962 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9377721.000000 Penalty: 3649.505859
	Iteration 32Q: 3 clusters Score -9377721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9377722.000000 Penalty: 3649.505859
	Iteration 33Q: 3 clusters Score -9377722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9377722.000000 Penalty: 3649.505859
	Iteration 34Q: 3 clusters Score -9377722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9377725.000000 Penalty: 3649.505859
	Iteration 35Q: 3 clusters Score -9377725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9377737.000000 Penalty: 3649.505859
	Iteration 36Q: 3 clusters Score -9377737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74977 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9377740.000000 Penalty: 3649.505859
	Iteration 37Q: 3 clusters Score -9377740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9377742.000000 Penalty: 3649.505859
	Iteration 38Q: 3 clusters Score -9377742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9377746.000000 Penalty: 3649.505859
	Iteration 39Q: 3 clusters Score -9377746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74985 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9377761.000000 Penalty: 3649.505859
	Iteration 40F: 3 clusters Score -9377761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9377763.000000 Penalty: 3649.505859
	Iteration 41Q: 3 clusters Score -9377763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9377770.000000 Penalty: 3649.505859
	Iteration 42Q: 3 clusters Score -9377770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9377775.000000 Penalty: 3649.505859
	Iteration 43Q: 3 clusters Score -9377775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9377773.000000 Penalty: 3649.505859
	Iteration 44Q: 3 clusters Score -9377773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9377776.000000 Penalty: 3649.505859
	Iteration 45Q: 3 clusters Score -9377776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74999 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9377772.000000 Penalty: 3649.505859
	Iteration 46Q: 3 clusters Score -9377772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9377771.000000 Penalty: 3649.505859
	Iteration 47Q: 3 clusters Score -9377771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74999 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9377773.000000 Penalty: 3649.505859
	Iteration 48Q: 3 clusters Score -9377773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74999 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9377773.000000 Penalty: 3649.505859
	Iteration 49F: 3 clusters Score -9377773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -220888.171875 Penalty: 1226.725952
	Iteration 0F: 2 clusters Score -220888.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -218851.875000 Penalty: 2453.451904
	Iteration 0F: 3 clusters Score -218851.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -219242.578125 Penalty: 2453.451904
	Iteration 1F: 3 clusters Score -219242.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -219349.859375 Penalty: 2453.451904
	Iteration 2F: 3 clusters Score -219349.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -219425.093750 Penalty: 2453.451904
	Iteration 3F: 3 clusters Score -219425.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -219476.843750 Penalty: 2453.451904
	Iteration 4Q: 3 clusters Score -219476.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -219512.265625 Penalty: 2453.451904
	Iteration 5Q: 3 clusters Score -219512.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -219535.687500 Penalty: 2453.451904
	Iteration 6Q: 3 clusters Score -219535.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -219546.500000 Penalty: 2453.451904
	Iteration 7Q: 3 clusters Score -219546.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -219556.078125 Penalty: 2453.451904
	Iteration 8Q: 3 clusters Score -219556.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -219562.687500 Penalty: 2453.451904
	Iteration 9Q: 3 clusters Score -219562.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -219569.781250 Penalty: 2453.451904
	Iteration 10Q: 3 clusters Score -219569.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -219576.812500 Penalty: 2453.451904
	Iteration 11Q: 3 clusters Score -219576.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -219583.171875 Penalty: 2453.451904
	Iteration 12Q: 3 clusters Score -219583.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -219589.953125 Penalty: 2453.451904
	Iteration 13Q: 3 clusters Score -219590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -219601.859375 Penalty: 2453.451904
	Iteration 14Q: 3 clusters Score -219601.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -219611.921875 Penalty: 2453.451904
	Iteration 15Q: 3 clusters Score -219611.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -219620.328125 Penalty: 2453.451904
	Iteration 16Q: 3 clusters Score -219620.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -219624.875000 Penalty: 2453.451904
	Iteration 17Q: 3 clusters Score -219624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -219627.640625 Penalty: 2453.451904
	Iteration 18Q: 3 clusters Score -219627.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -219631.140625 Penalty: 2453.451904
	Iteration 19Q: 3 clusters Score -219631.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -219634.765625 Penalty: 2453.451904
	Iteration 20F: 3 clusters Score -219634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -219636.640625 Penalty: 2453.451904
	Iteration 21Q: 3 clusters Score -219636.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -219639.796875 Penalty: 2453.451904
	Iteration 22Q: 3 clusters Score -219639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -219643.500000 Penalty: 2453.451904
	Iteration 23Q: 3 clusters Score -219643.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -219647.578125 Penalty: 2453.451904
	Iteration 24Q: 3 clusters Score -219647.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -219651.640625 Penalty: 2453.451904
	Iteration 25Q: 3 clusters Score -219651.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -219655.687500 Penalty: 2453.451904
	Iteration 26Q: 3 clusters Score -219655.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -219657.843750 Penalty: 2453.451904
	Iteration 27Q: 3 clusters Score -219657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -219659.390625 Penalty: 2453.451904
	Iteration 28Q: 3 clusters Score -219659.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -219660.968750 Penalty: 2453.451904
	Iteration 29Q: 3 clusters Score -219661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -219662.000000 Penalty: 2453.451904
	Iteration 30Q: 3 clusters Score -219662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -219663.000000 Penalty: 2453.451904
	Iteration 31Q: 3 clusters Score -219663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -219663.000000 Penalty: 2453.451904
	Iteration 32Q: 3 clusters Score -219663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -219664.296875 Penalty: 2453.451904
	Iteration 33Q: 3 clusters Score -219664.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -219666.625000 Penalty: 2453.451904
	Iteration 34Q: 3 clusters Score -219666.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -219668.937500 Penalty: 2453.451904
	Iteration 35Q: 3 clusters Score -219668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -219669.500000 Penalty: 2453.451904
	Iteration 36Q: 3 clusters Score -219669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -219670.312500 Penalty: 2453.451904
	Iteration 37Q: 3 clusters Score -219670.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -219671.203125 Penalty: 2453.451904
	Iteration 38Q: 3 clusters Score -219671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -219672.218750 Penalty: 2453.451904
	Iteration 39Q: 3 clusters Score -219672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -219674.390625 Penalty: 2453.451904
	Iteration 40F: 3 clusters Score -219674.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -219680.046875 Penalty: 2453.451904
	Iteration 41Q: 3 clusters Score -219680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -219682.218750 Penalty: 2453.451904
	Iteration 42Q: 3 clusters Score -219682.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -219685.859375 Penalty: 2453.451904
	Iteration 43Q: 3 clusters Score -219685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -219687.046875 Penalty: 2453.451904
	Iteration 44Q: 3 clusters Score -219687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -219687.921875 Penalty: 2453.451904
	Iteration 45Q: 3 clusters Score -219687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -219690.937500 Penalty: 2453.451904
	Iteration 46Q: 3 clusters Score -219690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -219693.265625 Penalty: 2453.451904
	Iteration 47Q: 3 clusters Score -219693.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -219695.015625 Penalty: 2453.451904
	Iteration 48Q: 3 clusters Score -219695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -219696.031250 Penalty: 2453.451904
	Iteration 49Q: 3 clusters Score -219696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -219696.718750 Penalty: 2453.451904
	Iteration 50Q: 3 clusters Score -219696.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -219697.234375 Penalty: 2453.451904
	Iteration 51Q: 3 clusters Score -219697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -219697.609375 Penalty: 2453.451904
	Iteration 52Q: 3 clusters Score -219697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -219697.609375 Penalty: 2453.451904
	Iteration 53F: 3 clusters Score -219697.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Entering Unmasked Estep 
Score: -5664868.500000 Penalty: 1740.488770
	Iteration 0F: 2 clusters Score -5664868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -5635177.000000 Penalty: 3480.977539
	Iteration 0F: 3 clusters Score -5635177 nChanged 20690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -5646404.000000 Penalty: 3480.977539
	Iteration 1F: 3 clusters Score -5646404 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -5646709.500000 Penalty: 3480.977539
	Iteration 2Q: 3 clusters Score -5646710 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -5646950.500000 Penalty: 3480.977539
	Iteration 3Q: 3 clusters Score -5646950 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -5647213.000000 Penalty: 3480.977539
	Iteration 4Q: 3 clusters Score -5647213 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -5647421.000000 Penalty: 3480.977539
	Iteration 5Q: 3 clusters Score -5647421 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -5647724.000000 Penalty: 3480.977539
	Iteration 6Q: 3 clusters Score -5647724 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -5648086.500000 Penalty: 3480.977539
	Iteration 7Q: 3 clusters Score -5648086 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -5648675.000000 Penalty: 3480.977539
	Iteration 8Q: 3 clusters Score -5648675 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -5649503.000000 Penalty: 3480.977539
	Iteration 9Q: 3 clusters Score -5649503 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -5650878.000000 Penalty: 3480.977539
	Iteration 10F: 3 clusters Score -5650878 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -5652723.500000 Penalty: 3480.977539
	Iteration 11F: 3 clusters Score -5652724 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -5654785.500000 Penalty: 3480.977539
	Iteration 12F: 3 clusters Score -5654786 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -5656770.500000 Penalty: 3480.977539
	Iteration 13F: 3 clusters Score -5656770 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -5658524.500000 Penalty: 3480.977539
	Iteration 14Q: 3 clusters Score -5658524 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -5659888.500000 Penalty: 3480.977539
	Iteration 15Q: 3 clusters Score -5659888 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5660995.000000 Penalty: 3480.977539
	Iteration 16Q: 3 clusters Score -5660995 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5661878.000000 Penalty: 3480.977539
	Iteration 17Q: 3 clusters Score -5661878 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5662418.500000 Penalty: 3480.977539
	Iteration 18Q: 3 clusters Score -5662418 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5662796.000000 Penalty: 3480.977539
	Iteration 19Q: 3 clusters Score -5662796 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5663019.000000 Penalty: 3480.977539
	Iteration 20F: 3 clusters Score -5663019 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5663152.500000 Penalty: 3480.977539
	Iteration 21Q: 3 clusters Score -5663152 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5663202.000000 Penalty: 3480.977539
	Iteration 22Q: 3 clusters Score -5663202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5663262.000000 Penalty: 3480.977539
	Iteration 23Q: 3 clusters Score -5663262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5663283.500000 Penalty: 3480.977539
	Iteration 24Q: 3 clusters Score -5663284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5663297.500000 Penalty: 3480.977539
	Iteration 25Q: 3 clusters Score -5663298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5663310.000000 Penalty: 3480.977539
	Iteration 26Q: 3 clusters Score -5663310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5663323.000000 Penalty: 3480.977539
	Iteration 27Q: 3 clusters Score -5663323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5663324.000000 Penalty: 3480.977539
	Iteration 28Q: 3 clusters Score -5663324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5663330.000000 Penalty: 3480.977539
	Iteration 29Q: 3 clusters Score -5663330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5663333.500000 Penalty: 3480.977539
	Iteration 30Q: 3 clusters Score -5663334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5663339.000000 Penalty: 3480.977539
	Iteration 31Q: 3 clusters Score -5663339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5663346.500000 Penalty: 3480.977539
	Iteration 32Q: 3 clusters Score -5663346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5663354.000000 Penalty: 3480.977539
	Iteration 33Q: 3 clusters Score -5663354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5663360.000000 Penalty: 3480.977539
	Iteration 34Q: 3 clusters Score -5663360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5663362.500000 Penalty: 3480.977539
	Iteration 35Q: 3 clusters Score -5663362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5663364.500000 Penalty: 3480.977539
	Iteration 36Q: 3 clusters Score -5663364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5663363.000000 Penalty: 3480.977539
	Iteration 37Q: 3 clusters Score -5663363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5663370.500000 Penalty: 3480.977539
	Iteration 38Q: 3 clusters Score -5663370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5663387.500000 Penalty: 3480.977539
	Iteration 39Q: 3 clusters Score -5663388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5663391.000000 Penalty: 3480.977539
	Iteration 40F: 3 clusters Score -5663391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5663388.500000 Penalty: 3480.977539
	Iteration 41Q: 3 clusters Score -5663388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5663400.500000 Penalty: 3480.977539
	Iteration 42Q: 3 clusters Score -5663400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5663400.000000 Penalty: 3480.977539
	Iteration 43Q: 3 clusters Score -5663400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5663403.500000 Penalty: 3480.977539
	Iteration 44Q: 3 clusters Score -5663404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5663403.500000 Penalty: 3480.977539
	Iteration 45F: 3 clusters Score -5663404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -1232600.125000 Penalty: 1492.632812
	Iteration 0F: 2 clusters Score -1232600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1225590.000000 Penalty: 2985.265625
	Iteration 0F: 3 clusters Score -1225590 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1227716.125000 Penalty: 2985.265625
	Iteration 1F: 3 clusters Score -1227716 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1227957.375000 Penalty: 2985.265625
	Iteration 2F: 3 clusters Score -1227957 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1228134.250000 Penalty: 2985.265625
	Iteration 3F: 3 clusters Score -1228134 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1228275.250000 Penalty: 2985.265625
	Iteration 4Q: 3 clusters Score -1228275 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1228406.625000 Penalty: 2985.265625
	Iteration 5Q: 3 clusters Score -1228407 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1228527.625000 Penalty: 2985.265625
	Iteration 6Q: 3 clusters Score -1228528 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1228634.750000 Penalty: 2985.265625
	Iteration 7Q: 3 clusters Score -1228635 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1228731.875000 Penalty: 2985.265625
	Iteration 8Q: 3 clusters Score -1228732 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1228822.750000 Penalty: 2985.265625
	Iteration 9Q: 3 clusters Score -1228823 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1228940.250000 Penalty: 2985.265625
	Iteration 10Q: 3 clusters Score -1228940 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1229093.000000 Penalty: 2985.265625
	Iteration 11Q: 3 clusters Score -1229093 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1229273.875000 Penalty: 2985.265625
	Iteration 12Q: 3 clusters Score -1229274 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1229477.125000 Penalty: 2985.265625
	Iteration 13Q: 3 clusters Score -1229477 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1229709.875000 Penalty: 2985.265625
	Iteration 14Q: 3 clusters Score -1229710 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1229946.875000 Penalty: 2985.265625
	Iteration 15Q: 3 clusters Score -1229947 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1230185.125000 Penalty: 2985.265625
	Iteration 16Q: 3 clusters Score -1230185 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1230429.125000 Penalty: 2985.265625
	Iteration 17Q: 3 clusters Score -1230429 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1230665.500000 Penalty: 2985.265625
	Iteration 18Q: 3 clusters Score -1230666 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1230838.375000 Penalty: 2985.265625
	Iteration 19Q: 3 clusters Score -1230838 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1230950.625000 Penalty: 2985.265625
	Iteration 20F: 3 clusters Score -1230951 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1231054.625000 Penalty: 2985.265625
	Iteration 21Q: 3 clusters Score -1231055 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1231135.250000 Penalty: 2985.265625
	Iteration 22Q: 3 clusters Score -1231135 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1231180.750000 Penalty: 2985.265625
	Iteration 23Q: 3 clusters Score -1231181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1231210.000000 Penalty: 2985.265625
	Iteration 24Q: 3 clusters Score -1231210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1231232.750000 Penalty: 2985.265625
	Iteration 25Q: 3 clusters Score -1231233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1231245.500000 Penalty: 2985.265625
	Iteration 26Q: 3 clusters Score -1231246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1231254.125000 Penalty: 2985.265625
	Iteration 27Q: 3 clusters Score -1231254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1231260.625000 Penalty: 2985.265625
	Iteration 28Q: 3 clusters Score -1231261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1231266.750000 Penalty: 2985.265625
	Iteration 29Q: 3 clusters Score -1231267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1231270.750000 Penalty: 2985.265625
	Iteration 30Q: 3 clusters Score -1231271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1231275.125000 Penalty: 2985.265625
	Iteration 31Q: 3 clusters Score -1231275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1231282.625000 Penalty: 2985.265625
	Iteration 32Q: 3 clusters Score -1231283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1231285.750000 Penalty: 2985.265625
	Iteration 33Q: 3 clusters Score -1231286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1231291.125000 Penalty: 2985.265625
	Iteration 34Q: 3 clusters Score -1231291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1231292.625000 Penalty: 2985.265625
	Iteration 35Q: 3 clusters Score -1231293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1231292.875000 Penalty: 2985.265625
	Iteration 36Q: 3 clusters Score -1231293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1231298.125000 Penalty: 2985.265625
	Iteration 37Q: 3 clusters Score -1231298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1231301.625000 Penalty: 2985.265625
	Iteration 38Q: 3 clusters Score -1231302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1231301.250000 Penalty: 2985.265625
	Iteration 39Q: 3 clusters Score -1231301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1231301.250000 Penalty: 2985.265625
	Iteration 40F: 3 clusters Score -1231301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (62785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Entering Unmasked Estep 
Score: -7804737.000000 Penalty: 1795.213989
	Iteration 0F: 2 clusters Score -7804737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -7763797.500000 Penalty: 3590.427979
	Iteration 0F: 3 clusters Score -7763798 nChanged 29523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -7780962.500000 Penalty: 3590.427979
	Iteration 1F: 3 clusters Score -7780962 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -7781543.000000 Penalty: 3590.427979
	Iteration 2Q: 3 clusters Score -7781543 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -7782241.500000 Penalty: 3590.427979
	Iteration 3Q: 3 clusters Score -7782242 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -7783038.000000 Penalty: 3590.427979
	Iteration 4Q: 3 clusters Score -7783038 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -7784099.500000 Penalty: 3590.427979
	Iteration 5Q: 3 clusters Score -7784100 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -7785510.500000 Penalty: 3590.427979
	Iteration 6Q: 3 clusters Score -7785510 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -7787306.000000 Penalty: 3590.427979
	Iteration 7F: 3 clusters Score -7787306 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -7789604.000000 Penalty: 3590.427979
	Iteration 8F: 3 clusters Score -7789604 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -7791928.500000 Penalty: 3590.427979
	Iteration 9F: 3 clusters Score -7791928 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -7793551.000000 Penalty: 3590.427979
	Iteration 10Q: 3 clusters Score -7793551 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -7794382.500000 Penalty: 3590.427979
	Iteration 11Q: 3 clusters Score -7794382 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -7794677.500000 Penalty: 3590.427979
	Iteration 12Q: 3 clusters Score -7794678 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -7794873.000000 Penalty: 3590.427979
	Iteration 13Q: 3 clusters Score -7794873 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -7795013.500000 Penalty: 3590.427979
	Iteration 14Q: 3 clusters Score -7795014 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -7795149.000000 Penalty: 3590.427979
	Iteration 15Q: 3 clusters Score -7795149 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -7795328.500000 Penalty: 3590.427979
	Iteration 16Q: 3 clusters Score -7795328 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -7795530.500000 Penalty: 3590.427979
	Iteration 17Q: 3 clusters Score -7795530 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -7795716.000000 Penalty: 3590.427979
	Iteration 18Q: 3 clusters Score -7795716 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -7795901.500000 Penalty: 3590.427979
	Iteration 19Q: 3 clusters Score -7795902 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -7796079.500000 Penalty: 3590.427979
	Iteration 20F: 3 clusters Score -7796080 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -7796257.000000 Penalty: 3590.427979
	Iteration 21Q: 3 clusters Score -7796257 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -7796428.500000 Penalty: 3590.427979
	Iteration 22Q: 3 clusters Score -7796428 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -7796573.000000 Penalty: 3590.427979
	Iteration 23Q: 3 clusters Score -7796573 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -7796767.500000 Penalty: 3590.427979
	Iteration 24Q: 3 clusters Score -7796768 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -7796917.000000 Penalty: 3590.427979
	Iteration 25Q: 3 clusters Score -7796917 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -7797039.000000 Penalty: 3590.427979
	Iteration 26Q: 3 clusters Score -7797039 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -7797191.000000 Penalty: 3590.427979
	Iteration 27Q: 3 clusters Score -7797191 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -7797323.500000 Penalty: 3590.427979
	Iteration 28Q: 3 clusters Score -7797324 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -7797486.000000 Penalty: 3590.427979
	Iteration 29Q: 3 clusters Score -7797486 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -7797583.500000 Penalty: 3590.427979
	Iteration 30Q: 3 clusters Score -7797584 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -7797711.000000 Penalty: 3590.427979
	Iteration 31Q: 3 clusters Score -7797711 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -7797815.000000 Penalty: 3590.427979
	Iteration 32Q: 3 clusters Score -7797815 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -7797924.000000 Penalty: 3590.427979
	Iteration 33Q: 3 clusters Score -7797924 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -7798052.000000 Penalty: 3590.427979
	Iteration 34Q: 3 clusters Score -7798052 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -7798156.500000 Penalty: 3590.427979
	Iteration 35Q: 3 clusters Score -7798156 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -7798287.000000 Penalty: 3590.427979
	Iteration 36Q: 3 clusters Score -7798287 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -7798418.000000 Penalty: 3590.427979
	Iteration 37Q: 3 clusters Score -7798418 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -7798545.000000 Penalty: 3590.427979
	Iteration 38Q: 3 clusters Score -7798545 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -7798680.000000 Penalty: 3590.427979
	Iteration 39Q: 3 clusters Score -7798680 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -7798757.000000 Penalty: 3590.427979
	Iteration 40F: 3 clusters Score -7798757 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -7798870.000000 Penalty: 3590.427979
	Iteration 41Q: 3 clusters Score -7798870 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -7798925.500000 Penalty: 3590.427979
	Iteration 42Q: 3 clusters Score -7798926 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -7799033.000000 Penalty: 3590.427979
	Iteration 43Q: 3 clusters Score -7799033 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -7799100.000000 Penalty: 3590.427979
	Iteration 44Q: 3 clusters Score -7799100 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -7799157.500000 Penalty: 3590.427979
	Iteration 45Q: 3 clusters Score -7799158 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -7799216.000000 Penalty: 3590.427979
	Iteration 46Q: 3 clusters Score -7799216 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -7799269.000000 Penalty: 3590.427979
	Iteration 47Q: 3 clusters Score -7799269 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -7799323.500000 Penalty: 3590.427979
	Iteration 48Q: 3 clusters Score -7799324 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -7799363.500000 Penalty: 3590.427979
	Iteration 49Q: 3 clusters Score -7799364 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -7799417.500000 Penalty: 3590.427979
	Iteration 50Q: 3 clusters Score -7799418 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -7799444.000000 Penalty: 3590.427979
	Iteration 51Q: 3 clusters Score -7799444 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -7799497.000000 Penalty: 3590.427979
	Iteration 52Q: 3 clusters Score -7799497 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -7799533.000000 Penalty: 3590.427979
	Iteration 53Q: 3 clusters Score -7799533 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -7799604.500000 Penalty: 3590.427979
	Iteration 54Q: 3 clusters Score -7799604 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -7799637.500000 Penalty: 3590.427979
	Iteration 55Q: 3 clusters Score -7799638 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -7799693.500000 Penalty: 3590.427979
	Iteration 56Q: 3 clusters Score -7799694 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -7799719.500000 Penalty: 3590.427979
	Iteration 57Q: 3 clusters Score -7799720 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -7799756.000000 Penalty: 3590.427979
	Iteration 58Q: 3 clusters Score -7799756 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -7799813.500000 Penalty: 3590.427979
	Iteration 59Q: 3 clusters Score -7799814 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -7799862.500000 Penalty: 3590.427979
	Iteration 60F: 3 clusters Score -7799862 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -7799900.500000 Penalty: 3590.427979
	Iteration 61Q: 3 clusters Score -7799900 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -7799959.000000 Penalty: 3590.427979
	Iteration 62Q: 3 clusters Score -7799959 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -7800050.500000 Penalty: 3590.427979
	Iteration 63Q: 3 clusters Score -7800050 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -7800092.000000 Penalty: 3590.427979
	Iteration 64Q: 3 clusters Score -7800092 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -7800181.500000 Penalty: 3590.427979
	Iteration 65Q: 3 clusters Score -7800182 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -7800256.000000 Penalty: 3590.427979
	Iteration 66Q: 3 clusters Score -7800256 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -7800286.000000 Penalty: 3590.427979
	Iteration 67Q: 3 clusters Score -7800286 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -7800360.000000 Penalty: 3590.427979
	Iteration 68Q: 3 clusters Score -7800360 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -7800381.000000 Penalty: 3590.427979
	Iteration 69Q: 3 clusters Score -7800381 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -7800413.000000 Penalty: 3590.427979
	Iteration 70Q: 3 clusters Score -7800413 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -7800442.500000 Penalty: 3590.427979
	Iteration 71Q: 3 clusters Score -7800442 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -7800484.500000 Penalty: 3590.427979
	Iteration 72Q: 3 clusters Score -7800484 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -7800531.500000 Penalty: 3590.427979
	Iteration 73Q: 3 clusters Score -7800532 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -7800572.500000 Penalty: 3590.427979
	Iteration 74Q: 3 clusters Score -7800572 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -7800612.000000 Penalty: 3590.427979
	Iteration 75Q: 3 clusters Score -7800612 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -7800651.500000 Penalty: 3590.427979
	Iteration 76Q: 3 clusters Score -7800652 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -7800660.500000 Penalty: 3590.427979
	Iteration 77Q: 3 clusters Score -7800660 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -7800697.000000 Penalty: 3590.427979
	Iteration 78Q: 3 clusters Score -7800697 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -7800755.500000 Penalty: 3590.427979
	Iteration 79Q: 3 clusters Score -7800756 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -7800837.000000 Penalty: 3590.427979
	Iteration 80F: 3 clusters Score -7800837 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -7800877.000000 Penalty: 3590.427979
	Iteration 81Q: 3 clusters Score -7800877 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -7800903.000000 Penalty: 3590.427979
	Iteration 82Q: 3 clusters Score -7800903 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -7800965.500000 Penalty: 3590.427979
	Iteration 83Q: 3 clusters Score -7800966 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -7800966.500000 Penalty: 3590.427979
	Iteration 84Q: 3 clusters Score -7800966 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -7800999.000000 Penalty: 3590.427979
	Iteration 85Q: 3 clusters Score -7800999 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -7801033.500000 Penalty: 3590.427979
	Iteration 86Q: 3 clusters Score -7801034 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -7801076.000000 Penalty: 3590.427979
	Iteration 87Q: 3 clusters Score -7801076 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -7801144.500000 Penalty: 3590.427979
	Iteration 88Q: 3 clusters Score -7801144 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -7801203.000000 Penalty: 3590.427979
	Iteration 89Q: 3 clusters Score -7801203 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -7801266.500000 Penalty: 3590.427979
	Iteration 90Q: 3 clusters Score -7801266 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -7801365.000000 Penalty: 3590.427979
	Iteration 91Q: 3 clusters Score -7801365 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -7801424.500000 Penalty: 3590.427979
	Iteration 92Q: 3 clusters Score -7801424 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -7801483.500000 Penalty: 3590.427979
	Iteration 93Q: 3 clusters Score -7801484 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -7801516.500000 Penalty: 3590.427979
	Iteration 94Q: 3 clusters Score -7801516 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -7801549.000000 Penalty: 3590.427979
	Iteration 95Q: 3 clusters Score -7801549 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -7801606.000000 Penalty: 3590.427979
	Iteration 96Q: 3 clusters Score -7801606 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -7801652.500000 Penalty: 3590.427979
	Iteration 97Q: 3 clusters Score -7801652 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -7801720.500000 Penalty: 3590.427979
	Iteration 98Q: 3 clusters Score -7801720 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -7801773.500000 Penalty: 3590.427979
	Iteration 99Q: 3 clusters Score -7801774 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -7801831.000000 Penalty: 3590.427979
	Iteration 100F: 3 clusters Score -7801831 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -7801885.000000 Penalty: 3590.427979
	Iteration 101Q: 3 clusters Score -7801885 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 54898 members 
Entering Unmasked Estep 
Score: -7801914.500000 Penalty: 3590.427979
	Iteration 102Q: 3 clusters Score -7801914 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 55235 members 
Entering Unmasked Estep 
Score: -7802000.000000 Penalty: 3590.427979
	Iteration 103Q: 3 clusters Score -7802000 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -7802043.500000 Penalty: 3590.427979
	Iteration 104Q: 3 clusters Score -7802044 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 55933 members 
Entering Unmasked Estep 
Score: -7802095.500000 Penalty: 3590.427979
	Iteration 105Q: 3 clusters Score -7802096 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -7802177.500000 Penalty: 3590.427979
	Iteration 106Q: 3 clusters Score -7802178 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -7802226.000000 Penalty: 3590.427979
	Iteration 107Q: 3 clusters Score -7802226 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -7802291.500000 Penalty: 3590.427979
	Iteration 108Q: 3 clusters Score -7802292 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -7802368.000000 Penalty: 3590.427979
	Iteration 109Q: 3 clusters Score -7802368 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -7802417.000000 Penalty: 3590.427979
	Iteration 110Q: 3 clusters Score -7802417 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -7802436.500000 Penalty: 3590.427979
	Iteration 111Q: 3 clusters Score -7802436 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -7802505.500000 Penalty: 3590.427979
	Iteration 112Q: 3 clusters Score -7802506 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -7802583.500000 Penalty: 3590.427979
	Iteration 113Q: 3 clusters Score -7802584 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -7802603.000000 Penalty: 3590.427979
	Iteration 114Q: 3 clusters Score -7802603 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 58743 members 
Entering Unmasked Estep 
Score: -7802623.000000 Penalty: 3590.427979
	Iteration 115Q: 3 clusters Score -7802623 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -7802650.000000 Penalty: 3590.427979
	Iteration 116Q: 3 clusters Score -7802650 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -7802679.500000 Penalty: 3590.427979
	Iteration 117Q: 3 clusters Score -7802680 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -7802699.000000 Penalty: 3590.427979
	Iteration 118Q: 3 clusters Score -7802699 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -7802738.500000 Penalty: 3590.427979
	Iteration 119Q: 3 clusters Score -7802738 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -7802748.000000 Penalty: 3590.427979
	Iteration 120F: 3 clusters Score -7802748 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 59963 members 
Entering Unmasked Estep 
Score: -7802799.000000 Penalty: 3590.427979
	Iteration 121Q: 3 clusters Score -7802799 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -7802823.500000 Penalty: 3590.427979
	Iteration 122Q: 3 clusters Score -7802824 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -7802864.500000 Penalty: 3590.427979
	Iteration 123Q: 3 clusters Score -7802864 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -7802889.500000 Penalty: 3590.427979
	Iteration 124Q: 3 clusters Score -7802890 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -7802910.500000 Penalty: 3590.427979
	Iteration 125Q: 3 clusters Score -7802910 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -7802933.000000 Penalty: 3590.427979
	Iteration 126Q: 3 clusters Score -7802933 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7802973.500000 Penalty: 3590.427979
	Iteration 127Q: 3 clusters Score -7802974 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
Score: -7802992.500000 Penalty: 3590.427979
	Iteration 128Q: 3 clusters Score -7802992 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -7803034.000000 Penalty: 3590.427979
	Iteration 129Q: 3 clusters Score -7803034 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -7803065.500000 Penalty: 3590.427979
	Iteration 130Q: 3 clusters Score -7803066 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -7803094.500000 Penalty: 3590.427979
	Iteration 131Q: 3 clusters Score -7803094 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -7803151.500000 Penalty: 3590.427979
	Iteration 132Q: 3 clusters Score -7803152 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -7803172.000000 Penalty: 3590.427979
	Iteration 133Q: 3 clusters Score -7803172 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -7803231.500000 Penalty: 3590.427979
	Iteration 134Q: 3 clusters Score -7803232 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -7803290.000000 Penalty: 3590.427979
	Iteration 135Q: 3 clusters Score -7803290 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 61743 members 
Entering Unmasked Estep 
Score: -7803323.500000 Penalty: 3590.427979
	Iteration 136Q: 3 clusters Score -7803324 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -7803374.000000 Penalty: 3590.427979
	Iteration 137Q: 3 clusters Score -7803374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -7803410.000000 Penalty: 3590.427979
	Iteration 138Q: 3 clusters Score -7803410 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -7803439.500000 Penalty: 3590.427979
	Iteration 139Q: 3 clusters Score -7803440 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -7803502.500000 Penalty: 3590.427979
	Iteration 140F: 3 clusters Score -7803502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -7803548.500000 Penalty: 3590.427979
	Iteration 141Q: 3 clusters Score -7803548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -7803582.500000 Penalty: 3590.427979
	Iteration 142Q: 3 clusters Score -7803582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -7803586.500000 Penalty: 3590.427979
	Iteration 143Q: 3 clusters Score -7803586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -7803619.500000 Penalty: 3590.427979
	Iteration 144Q: 3 clusters Score -7803620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -7803634.500000 Penalty: 3590.427979
	Iteration 145Q: 3 clusters Score -7803634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -7803647.000000 Penalty: 3590.427979
	Iteration 146Q: 3 clusters Score -7803647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -7803647.000000 Penalty: 3590.427979
	Iteration 147Q: 3 clusters Score -7803647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -7803657.500000 Penalty: 3590.427979
	Iteration 148Q: 3 clusters Score -7803658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -7803676.500000 Penalty: 3590.427979
	Iteration 149Q: 3 clusters Score -7803676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -7803683.500000 Penalty: 3590.427979
	Iteration 150Q: 3 clusters Score -7803684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -7803681.000000 Penalty: 3590.427979
	Iteration 151Q: 3 clusters Score -7803681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -7803686.500000 Penalty: 3590.427979
	Iteration 152Q: 3 clusters Score -7803686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -7803679.500000 Penalty: 3590.427979
	Iteration 153Q: 3 clusters Score -7803680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -7803701.000000 Penalty: 3590.427979
	Iteration 154Q: 3 clusters Score -7803701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -7803702.000000 Penalty: 3590.427979
	Iteration 155Q: 3 clusters Score -7803702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -7803713.000000 Penalty: 3590.427979
	Iteration 156Q: 3 clusters Score -7803713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -7803714.500000 Penalty: 3590.427979
	Iteration 157Q: 3 clusters Score -7803714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -7803711.000000 Penalty: 3590.427979
	Iteration 158Q: 3 clusters Score -7803711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -7803709.500000 Penalty: 3590.427979
	Iteration 159Q: 3 clusters Score -7803710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -7803714.500000 Penalty: 3590.427979
	Iteration 160F: 3 clusters Score -7803714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -7803713.000000 Penalty: 3590.427979
	Iteration 161Q: 3 clusters Score -7803713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -7803704.500000 Penalty: 3590.427979
	Iteration 162Q: 3 clusters Score -7803704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -7803704.500000 Penalty: 3590.427979
	Iteration 163F: 3 clusters Score -7803704 nChanged 0
20->27 Clusters: Score -62658160.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 514761 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 25546 members 
Mstep: Class 3 contains 25864 members 
Mstep: Class 4 contains 25696 members 
Mstep: Class 5 contains 25599 members 
Mstep: Class 6 contains 25842 members 
Mstep: Class 7 contains 25819 members 
Mstep: Class 8 contains 26047 members 
Mstep: Class 9 contains 25900 members 
Mstep: Class 10 contains 25813 members 
Mstep: Class 11 contains 25686 members 
Mstep: Class 12 contains 25796 members 
Mstep: Class 13 contains 25659 members 
Mstep: Class 14 contains 25627 members 
Mstep: Class 15 contains 25600 members 
Mstep: Class 16 contains 25871 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 25465 members 
Mstep: Class 19 contains 25793 members 
Mstep: Class 20 contains 25727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 598.044861 but Gain 2137.113281
Score: -60220636.000000 Penalty: 40605.125000
Iteration 0F: 20 clusters Score -6.022064e+07 nChanged 488616
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 26167 members 
Mstep: Class 4 contains 7397 members 
Mstep: Class 5 contains 259926 members 
Mstep: Class 6 contains 5722 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 12652 members 
Mstep: Class 9 contains 19488 members 
Mstep: Class 10 contains 17644 members 
Mstep: Class 11 contains 6770 members 
Mstep: Class 12 contains 12371 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 4805 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 10838 members 
Mstep: Class 17 contains 20309 members 
Mstep: Class 18 contains 10036 members 
Mstep: Class 19 contains 7720 members 
Mstep: Class 20 contains 11010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1918.046509 but Gain 2137.109375
Score: -61492020.000000 Penalty: 38468.015625
Iteration 1F: 19 clusters Score -6.149202e+07 nChanged 142088
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 23367 members 
Mstep: Class 4 contains 3593 members 
Mstep: Class 5 contains 276660 members 
Mstep: Class 6 contains 3887 members 
Mstep: Class 7 contains 4895 members 
Mstep: Class 8 contains 9142 members 
Mstep: Class 9 contains 17502 members 
Mstep: Class 10 contains 13041 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 6924 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 5335 members 
Mstep: Class 17 contains 15805 members 
Mstep: Class 18 contains 14580 members 
Mstep: Class 19 contains 4378 members 
Mstep: Class 20 contains 8796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621736.000000 Penalty: 38468.015625
Iteration 2F: 19 clusters Score -6.162174e+07 nChanged 104184
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 138095 members 
Mstep: Class 2 contains 19864 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 240573 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 10717 members 
Mstep: Class 9 contains 19332 members 
Mstep: Class 10 contains 12418 members 
Mstep: Class 11 contains 9734 members 
Mstep: Class 12 contains 5228 members 
Mstep: Class 13 contains 1420 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 3052 members 
Mstep: Class 17 contains 13404 members 
Mstep: Class 18 contains 15654 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 20 contains 9732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61701884.000000 Penalty: 38468.015625
Iteration 3F: 19 clusters Score -6.170188e+07 nChanged 103172
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 146255 members 
Mstep: Class 2 contains 20052 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 201638 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 2872 members 
Mstep: Class 8 contains 20351 members 
Mstep: Class 9 contains 30778 members 
Mstep: Class 10 contains 15472 members 
Mstep: Class 11 contains 17817 members 
Mstep: Class 12 contains 4506 members 
Mstep: Class 13 contains 1058 members 
Mstep: Class 15 contains 2353 members 
Mstep: Class 16 contains 2611 members 
Mstep: Class 17 contains 13510 members 
Mstep: Class 18 contains 15020 members 
Mstep: Class 19 contains 2118 members 
Mstep: Class 20 contains 12712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61824656.000000 Penalty: 38468.015625
Iteration 4F: 19 clusters Score -6.182466e+07 nChanged 131838
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 121926 members 
Mstep: Class 2 contains 31415 members 
Mstep: Class 4 contains 2471 members 
Mstep: Class 5 contains 144502 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 45767 members 
Mstep: Class 9 contains 53210 members 
Mstep: Class 10 contains 23081 members 
Mstep: Class 11 contains 25685 members 
Mstep: Class 12 contains 4015 members 
Mstep: Class 13 contains 691 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 2850 members 
Mstep: Class 17 contains 17025 members 
Mstep: Class 18 contains 14122 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 18184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62116460.000000 Penalty: 38468.015625
Iteration 5F: 19 clusters Score -6.211646e+07 nChanged 108475
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 45677 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 115502 members 
Mstep: Class 6 contains 3788 members 
Mstep: Class 7 contains 1758 members 
Mstep: Class 8 contains 68234 members 
Mstep: Class 9 contains 69796 members 
Mstep: Class 10 contains 29247 members 
Mstep: Class 11 contains 29018 members 
Mstep: Class 12 contains 3611 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 15 contains 1324 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 17 contains 18126 members 
Mstep: Class 18 contains 13806 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 21118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1814.240112 but Gain 2137.113281
Score: -62312056.000000 Penalty: 36330.902344
Iteration 6F: 18 clusters Score -6.231206e+07 nChanged 79851
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 57449 members 
Mstep: Class 4 contains 2401 members 
Mstep: Class 5 contains 116679 members 
Mstep: Class 6 contains 3565 members 
Mstep: Class 8 contains 80928 members 
Mstep: Class 9 contains 78940 members 
Mstep: Class 10 contains 29468 members 
Mstep: Class 11 contains 29113 members 
Mstep: Class 12 contains 3704 members 
Mstep: Class 13 contains 412 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 3810 members 
Mstep: Class 17 contains 15688 members 
Mstep: Class 18 contains 13803 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 19871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62394308.000000 Penalty: 36330.902344
Iteration 7F: 18 clusters Score -6.239431e+07 nChanged 54140
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 66026 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 114792 members 
Mstep: Class 6 contains 3281 members 
Mstep: Class 8 contains 88490 members 
Mstep: Class 9 contains 86738 members 
Mstep: Class 10 contains 28725 members 
Mstep: Class 11 contains 28430 members 
Mstep: Class 12 contains 3862 members 
Mstep: Class 13 contains 457 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 4187 members 
Mstep: Class 17 contains 13919 members 
Mstep: Class 18 contains 13576 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 17403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62452940.000000 Penalty: 36330.902344
Iteration 8F: 18 clusters Score -6.245294e+07 nChanged 40758
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 71569 members 
Mstep: Class 4 contains 2111 members 
Mstep: Class 5 contains 113568 members 
Mstep: Class 6 contains 3318 members 
Mstep: Class 8 contains 93289 members 
Mstep: Class 9 contains 93458 members 
Mstep: Class 10 contains 27200 members 
Mstep: Class 11 contains 28042 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 613 members 
Mstep: Class 15 contains 806 members 
Mstep: Class 16 contains 4502 members 
Mstep: Class 17 contains 12515 members 
Mstep: Class 18 contains 13196 members 
Mstep: Class 19 contains 1296 members 
Mstep: Class 20 contains 15276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62490676.000000 Penalty: 36330.902344
Iteration 9F: 18 clusters Score -6.249068e+07 nChanged 30619
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 75042 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 112736 members 
Mstep: Class 6 contains 3407 members 
Mstep: Class 8 contains 95556 members 
Mstep: Class 9 contains 98998 members 
Mstep: Class 10 contains 25217 members 
Mstep: Class 11 contains 27937 members 
Mstep: Class 12 contains 5070 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 15 contains 833 members 
Mstep: Class 16 contains 4568 members 
Mstep: Class 17 contains 12145 members 
Mstep: Class 18 contains 12809 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 13632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62515656.000000 Penalty: 36330.902344
Iteration 10F: 18 clusters Score -6.251566e+07 nChanged 22625
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 77337 members 
Mstep: Class 4 contains 1615 members 
Mstep: Class 5 contains 112423 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 8 contains 95932 members 
Mstep: Class 9 contains 102758 members 
Mstep: Class 10 contains 22914 members 
Mstep: Class 11 contains 27746 members 
Mstep: Class 12 contains 5856 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 15 contains 1018 members 
Mstep: Class 16 contains 4477 members 
Mstep: Class 17 contains 12647 members 
Mstep: Class 18 contains 12415 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 12548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62531340.000000 Penalty: 36330.902344
Iteration 11Q: 18 clusters Score -6.253134e+07 nChanged 17372
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 78907 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 5 contains 112618 members 
Mstep: Class 6 contains 3481 members 
Mstep: Class 8 contains 95311 members 
Mstep: Class 9 contains 105185 members 
Mstep: Class 10 contains 20385 members 
Mstep: Class 11 contains 27565 members 
Mstep: Class 12 contains 6492 members 
Mstep: Class 13 contains 522 members 
Mstep: Class 15 contains 1222 members 
Mstep: Class 16 contains 4353 members 
Mstep: Class 17 contains 13528 members 
Mstep: Class 18 contains 12057 members 
Mstep: Class 19 contains 2219 members 
Mstep: Class 20 contains 11801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62541136.000000 Penalty: 36330.902344
Iteration 12Q: 18 clusters Score -6.254114e+07 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 80181 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 113094 members 
Mstep: Class 6 contains 3521 members 
Mstep: Class 8 contains 94554 members 
Mstep: Class 9 contains 106420 members 
Mstep: Class 10 contains 17801 members 
Mstep: Class 11 contains 27486 members 
Mstep: Class 12 contains 6934 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 14583 members 
Mstep: Class 18 contains 11798 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 11220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1890.762695 but Gain 2137.113281
Score: -62548092.000000 Penalty: 34193.789062
Iteration 13Q: 17 clusters Score -6.254809e+07 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 81205 members 
Mstep: Class 5 contains 113571 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 8 contains 93925 members 
Mstep: Class 9 contains 107164 members 
Mstep: Class 10 contains 15473 members 
Mstep: Class 11 contains 27445 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 4158 members 
Mstep: Class 17 contains 15833 members 
Mstep: Class 18 contains 11622 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 10888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62553092.000000 Penalty: 34193.789062
Iteration 14Q: 17 clusters Score -6.255309e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 82021 members 
Mstep: Class 5 contains 113983 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 8 contains 93398 members 
Mstep: Class 9 contains 107557 members 
Mstep: Class 10 contains 13119 members 
Mstep: Class 11 contains 27402 members 
Mstep: Class 12 contains 7716 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 4141 members 
Mstep: Class 17 contains 17170 members 
Mstep: Class 18 contains 11460 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 10567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62555504.000000 Penalty: 34193.789062
Iteration 15Q: 17 clusters Score -6.25555e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 82565 members 
Mstep: Class 5 contains 114204 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 8 contains 92937 members 
Mstep: Class 9 contains 107853 members 
Mstep: Class 10 contains 11145 members 
Mstep: Class 11 contains 27384 members 
Mstep: Class 12 contains 7861 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 4142 members 
Mstep: Class 17 contains 18560 members 
Mstep: Class 18 contains 11339 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 10362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62557576.000000 Penalty: 34193.789062
Iteration 16Q: 17 clusters Score -6.255758e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 82927 members 
Mstep: Class 5 contains 114129 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 8 contains 92588 members 
Mstep: Class 9 contains 108032 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 27395 members 
Mstep: Class 12 contains 7970 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 4137 members 
Mstep: Class 17 contains 19991 members 
Mstep: Class 18 contains 11254 members 
Mstep: Class 19 contains 3000 members 
Mstep: Class 20 contains 10220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62559936.000000 Penalty: 34193.789062
Iteration 17Q: 17 clusters Score -6.255994e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 83167 members 
Mstep: Class 5 contains 113748 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 8 contains 92291 members 
Mstep: Class 9 contains 108183 members 
Mstep: Class 10 contains 8291 members 
Mstep: Class 11 contains 27425 members 
Mstep: Class 12 contains 8042 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 15 contains 1733 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 11210 members 
Mstep: Class 19 contains 3076 members 
Mstep: Class 20 contains 10097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62561964.000000 Penalty: 34193.789062
Iteration 18Q: 17 clusters Score -6.256196e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 83330 members 
Mstep: Class 5 contains 113167 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 8 contains 92066 members 
Mstep: Class 9 contains 108313 members 
Mstep: Class 10 contains 7264 members 
Mstep: Class 11 contains 27444 members 
Mstep: Class 12 contains 8088 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 4156 members 
Mstep: Class 17 contains 22835 members 
Mstep: Class 18 contains 11172 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 10015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62564128.000000 Penalty: 34193.789062
Iteration 19Q: 17 clusters Score -6.256413e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 83452 members 
Mstep: Class 5 contains 112284 members 
Mstep: Class 6 contains 3538 members 
Mstep: Class 8 contains 91910 members 
Mstep: Class 9 contains 108352 members 
Mstep: Class 10 contains 6484 members 
Mstep: Class 11 contains 27470 members 
Mstep: Class 12 contains 8140 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 4163 members 
Mstep: Class 17 contains 24365 members 
Mstep: Class 18 contains 11151 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 9957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62567044.000000 Penalty: 34193.789062
Iteration 20F: 17 clusters Score -6.256704e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 83477 members 
Mstep: Class 5 contains 110901 members 
Mstep: Class 6 contains 3532 members 
Mstep: Class 8 contains 91813 members 
Mstep: Class 9 contains 108396 members 
Mstep: Class 10 contains 5917 members 
Mstep: Class 11 contains 27501 members 
Mstep: Class 12 contains 8163 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 4161 members 
Mstep: Class 17 contains 26238 members 
Mstep: Class 18 contains 11118 members 
Mstep: Class 19 contains 3228 members 
Mstep: Class 20 contains 9895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62570524.000000 Penalty: 34193.789062
Iteration 21Q: 17 clusters Score -6.257052e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 83493 members 
Mstep: Class 5 contains 109336 members 
Mstep: Class 6 contains 3529 members 
Mstep: Class 8 contains 91727 members 
Mstep: Class 9 contains 108355 members 
Mstep: Class 10 contains 5470 members 
Mstep: Class 11 contains 27535 members 
Mstep: Class 12 contains 8197 members 
Mstep: Class 13 contains 480 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 4161 members 
Mstep: Class 17 contains 28207 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 3277 members 
Mstep: Class 20 contains 9828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62573648.000000 Penalty: 34193.789062
Iteration 22Q: 17 clusters Score -6.257365e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 83485 members 
Mstep: Class 5 contains 107608 members 
Mstep: Class 6 contains 3523 members 
Mstep: Class 8 contains 91635 members 
Mstep: Class 9 contains 108322 members 
Mstep: Class 10 contains 5140 members 
Mstep: Class 11 contains 27566 members 
Mstep: Class 12 contains 8207 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 16 contains 4162 members 
Mstep: Class 17 contains 30247 members 
Mstep: Class 18 contains 11068 members 
Mstep: Class 19 contains 3328 members 
Mstep: Class 20 contains 9794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62576600.000000 Penalty: 34193.789062
Iteration 23Q: 17 clusters Score -6.25766e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 83472 members 
Mstep: Class 5 contains 105781 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 8 contains 91564 members 
Mstep: Class 9 contains 108259 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 27596 members 
Mstep: Class 12 contains 8238 members 
Mstep: Class 13 contains 476 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 4164 members 
Mstep: Class 17 contains 32292 members 
Mstep: Class 18 contains 11046 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62579564.000000 Penalty: 34193.789062
Iteration 24Q: 17 clusters Score -6.257956e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 83460 members 
Mstep: Class 5 contains 103915 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 8 contains 91483 members 
Mstep: Class 9 contains 108230 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 27623 members 
Mstep: Class 12 contains 8252 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 4163 members 
Mstep: Class 17 contains 34299 members 
Mstep: Class 18 contains 11033 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 9706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62581980.000000 Penalty: 34193.789062
Iteration 25Q: 17 clusters Score -6.258198e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 83464 members 
Mstep: Class 5 contains 102127 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 8 contains 91409 members 
Mstep: Class 9 contains 108234 members 
Mstep: Class 10 contains 4559 members 
Mstep: Class 11 contains 27643 members 
Mstep: Class 12 contains 8268 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 15 contains 2109 members 
Mstep: Class 16 contains 4161 members 
Mstep: Class 17 contains 36110 members 
Mstep: Class 18 contains 11023 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 9670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62583920.000000 Penalty: 34193.789062
Iteration 26Q: 17 clusters Score -6.258392e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 83469 members 
Mstep: Class 5 contains 100526 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 8 contains 91335 members 
Mstep: Class 9 contains 108313 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 27673 members 
Mstep: Class 12 contains 8279 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 4159 members 
Mstep: Class 17 contains 37627 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 9628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62585000.000000 Penalty: 34193.789062
Iteration 27Q: 17 clusters Score -6.2585e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 83471 members 
Mstep: Class 5 contains 99195 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 8 contains 91288 members 
Mstep: Class 9 contains 108447 members 
Mstep: Class 10 contains 4339 members 
Mstep: Class 11 contains 27697 members 
Mstep: Class 12 contains 8286 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 16 contains 4160 members 
Mstep: Class 17 contains 38848 members 
Mstep: Class 18 contains 11059 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 20 contains 9585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62585424.000000 Penalty: 34193.789062
Iteration 28Q: 17 clusters Score -6.258542e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 83480 members 
Mstep: Class 5 contains 98014 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 8 contains 91267 members 
Mstep: Class 9 contains 108590 members 
Mstep: Class 10 contains 4257 members 
Mstep: Class 11 contains 27731 members 
Mstep: Class 12 contains 8308 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 16 contains 4159 members 
Mstep: Class 17 contains 39839 members 
Mstep: Class 18 contains 11091 members 
Mstep: Class 19 contains 3517 members 
Mstep: Class 20 contains 9535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62586128.000000 Penalty: 34193.789062
Iteration 29Q: 17 clusters Score -6.258613e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 83509 members 
Mstep: Class 5 contains 97020 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 8 contains 91246 members 
Mstep: Class 9 contains 108719 members 
Mstep: Class 10 contains 4185 members 
Mstep: Class 11 contains 27762 members 
Mstep: Class 12 contains 8322 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 16 contains 4160 members 
Mstep: Class 17 contains 40655 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 3522 members 
Mstep: Class 20 contains 9504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62586596.000000 Penalty: 34193.789062
Iteration 30Q: 17 clusters Score -6.25866e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 83534 members 
Mstep: Class 5 contains 96175 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 8 contains 91244 members 
Mstep: Class 9 contains 108850 members 
Mstep: Class 10 contains 4134 members 
Mstep: Class 11 contains 27795 members 
Mstep: Class 12 contains 8332 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 15 contains 2163 members 
Mstep: Class 16 contains 4163 members 
Mstep: Class 17 contains 41297 members 
Mstep: Class 18 contains 11151 members 
Mstep: Class 19 contains 3524 members 
Mstep: Class 20 contains 9457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62586732.000000 Penalty: 34193.789062
Iteration 31Q: 17 clusters Score -6.258673e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 83550 members 
Mstep: Class 5 contains 95514 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 8 contains 91246 members 
Mstep: Class 9 contains 108951 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 27834 members 
Mstep: Class 12 contains 8339 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 16 contains 4166 members 
Mstep: Class 17 contains 41780 members 
Mstep: Class 18 contains 11198 members 
Mstep: Class 19 contains 3531 members 
Mstep: Class 20 contains 9407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62586860.000000 Penalty: 34193.789062
Iteration 32Q: 17 clusters Score -6.258686e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 83562 members 
Mstep: Class 5 contains 94968 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 8 contains 91251 members 
Mstep: Class 9 contains 109046 members 
Mstep: Class 10 contains 4080 members 
Mstep: Class 11 contains 27855 members 
Mstep: Class 12 contains 8345 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 16 contains 4169 members 
Mstep: Class 17 contains 42137 members 
Mstep: Class 18 contains 11244 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 9364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62586664.000000 Penalty: 34193.789062
Iteration 33Q: 17 clusters Score -6.258666e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 83564 members 
Mstep: Class 5 contains 94509 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 8 contains 91266 members 
Mstep: Class 9 contains 109153 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 27878 members 
Mstep: Class 12 contains 8352 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 15 contains 2184 members 
Mstep: Class 16 contains 4170 members 
Mstep: Class 17 contains 42405 members 
Mstep: Class 18 contains 11279 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 9337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62586768.000000 Penalty: 34193.789062
Iteration 34Q: 17 clusters Score -6.258677e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 83565 members 
Mstep: Class 5 contains 94162 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 8 contains 91286 members 
Mstep: Class 9 contains 109216 members 
Mstep: Class 10 contains 4043 members 
Mstep: Class 11 contains 27908 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 4173 members 
Mstep: Class 17 contains 42619 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 9293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62586704.000000 Penalty: 34193.789062
Iteration 35Q: 17 clusters Score -6.25867e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 83562 members 
Mstep: Class 5 contains 93874 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 8 contains 91312 members 
Mstep: Class 9 contains 109288 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 27937 members 
Mstep: Class 12 contains 8373 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 15 contains 2191 members 
Mstep: Class 16 contains 4175 members 
Mstep: Class 17 contains 42779 members 
Mstep: Class 18 contains 11365 members 
Mstep: Class 19 contains 3536 members 
Mstep: Class 20 contains 9261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62586628.000000 Penalty: 34193.789062
Iteration 36Q: 17 clusters Score -6.258663e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 83562 members 
Mstep: Class 5 contains 93607 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 8 contains 91337 members 
Mstep: Class 9 contains 109354 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 27967 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 15 contains 2194 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 42918 members 
Mstep: Class 18 contains 11411 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62586536.000000 Penalty: 34193.789062
Iteration 37Q: 17 clusters Score -6.258654e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 83568 members 
Mstep: Class 5 contains 93387 members 
Mstep: Class 6 contains 3480 members 
Mstep: Class 8 contains 91366 members 
Mstep: Class 9 contains 109396 members 
Mstep: Class 10 contains 3990 members 
Mstep: Class 11 contains 27981 members 
Mstep: Class 12 contains 8385 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 43017 members 
Mstep: Class 18 contains 11462 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 9180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62586364.000000 Penalty: 34193.789062
Iteration 38Q: 17 clusters Score -6.258636e+07 nChanged 393
Entering ConstructFrom: 
Score: -62586364.000000 Penalty: 34193.789062
Entering ConstructFrom: 
Trying to split cluster 1 (19125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Entering Unmasked Estep 
Score: -2370523.500000 Penalty: 1602.047119
	Iteration 0F: 2 clusters Score -2370524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2357413.000000 Penalty: 3204.094238
	Iteration 0F: 3 clusters Score -2357413 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2362790.000000 Penalty: 3204.094238
	Iteration 1F: 3 clusters Score -2362790 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2365156.750000 Penalty: 3204.094238
	Iteration 2F: 3 clusters Score -2365157 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2369778.750000 Penalty: 3204.094238
	Iteration 3F: 3 clusters Score -2369779 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2375054.750000 Penalty: 3204.094238
	Iteration 4F: 3 clusters Score -2375055 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2377360.500000 Penalty: 3204.094238
	Iteration 5F: 3 clusters Score -2377360 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2377794.250000 Penalty: 3204.094238
	Iteration 6Q: 3 clusters Score -2377794 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2377895.750000 Penalty: 3204.094238
	Iteration 7Q: 3 clusters Score -2377896 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2377947.500000 Penalty: 3204.094238
	Iteration 8Q: 3 clusters Score -2377948 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2377983.250000 Penalty: 3204.094238
	Iteration 9Q: 3 clusters Score -2377983 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2378003.750000 Penalty: 3204.094238
	Iteration 10Q: 3 clusters Score -2378004 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2378014.500000 Penalty: 3204.094238
	Iteration 11Q: 3 clusters Score -2378014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2378018.750000 Penalty: 3204.094238
	Iteration 12Q: 3 clusters Score -2378019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2378021.750000 Penalty: 3204.094238
	Iteration 13Q: 3 clusters Score -2378022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2378020.750000 Penalty: 3204.094238
	Iteration 14Q: 3 clusters Score -2378021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2378024.500000 Penalty: 3204.094238
	Iteration 15Q: 3 clusters Score -2378024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2378025.500000 Penalty: 3204.094238
	Iteration 16Q: 3 clusters Score -2378026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2378026.250000 Penalty: 3204.094238
	Iteration 17Q: 3 clusters Score -2378026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2378022.000000 Penalty: 3204.094238
	Iteration 18Q: 3 clusters Score -2378022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2378022.000000 Penalty: 3204.094238
	Iteration 19Q: 3 clusters Score -2378022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2378023.000000 Penalty: 3204.094238
	Iteration 20F: 3 clusters Score -2378023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 83577 members 
Mstep: Class 3 contains 9681 members 
Mstep: Class 5 contains 93215 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 8 contains 91399 members 
Mstep: Class 9 contains 109422 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 27995 members 
Mstep: Class 12 contains 8388 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 43089 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 9124 members 
Entering Unmasked Estep 
Score: -62593296.000000 Penalty: 36330.902344
Splitting cluster 1 changes total score from -62586364.000000 to -62593296.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (83577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83577 members 
Entering Unmasked Estep 
Score: -10502412.000000 Penalty: 1841.697632
	Iteration 0F: 2 clusters Score -1.050241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -10451105.000000 Penalty: 3683.395264
	Iteration 0F: 3 clusters Score -1.04511e+07 nChanged 39886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -10474230.000000 Penalty: 3683.395264
	Iteration 1F: 3 clusters Score -1.047423e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -10475317.000000 Penalty: 3683.395264
	Iteration 2Q: 3 clusters Score -1.047532e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -10476923.000000 Penalty: 3683.395264
	Iteration 3Q: 3 clusters Score -1.047692e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -10479310.000000 Penalty: 3683.395264
	Iteration 4F: 3 clusters Score -1.047931e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -10482252.000000 Penalty: 3683.395264
	Iteration 5F: 3 clusters Score -1.048225e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -10485674.000000 Penalty: 3683.395264
	Iteration 6F: 3 clusters Score -1.048567e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -10489508.000000 Penalty: 3683.395264
	Iteration 7F: 3 clusters Score -1.048951e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -10493367.000000 Penalty: 3683.395264
	Iteration 8F: 3 clusters Score -1.049337e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -10496566.000000 Penalty: 3683.395264
	Iteration 9Q: 3 clusters Score -1.049657e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -10499018.000000 Penalty: 3683.395264
	Iteration 10Q: 3 clusters Score -1.049902e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -10501219.000000 Penalty: 3683.395264
	Iteration 11Q: 3 clusters Score -1.050122e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -10503430.000000 Penalty: 3683.395264
	Iteration 12Q: 3 clusters Score -1.050343e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -10504918.000000 Penalty: 3683.395264
	Iteration 13Q: 3 clusters Score -1.050492e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -10505449.000000 Penalty: 3683.395264
	Iteration 14Q: 3 clusters Score -1.050545e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -10505646.000000 Penalty: 3683.395264
	Iteration 15Q: 3 clusters Score -1.050565e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -10505807.000000 Penalty: 3683.395264
	Iteration 16Q: 3 clusters Score -1.050581e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -10505884.000000 Penalty: 3683.395264
	Iteration 17Q: 3 clusters Score -1.050588e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -10505975.000000 Penalty: 3683.395264
	Iteration 18Q: 3 clusters Score -1.050598e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -10506030.000000 Penalty: 3683.395264
	Iteration 19Q: 3 clusters Score -1.050603e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -10506085.000000 Penalty: 3683.395264
	Iteration 20F: 3 clusters Score -1.050608e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -10506087.000000 Penalty: 3683.395264
	Iteration 21Q: 3 clusters Score -1.050609e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -10506091.000000 Penalty: 3683.395264
	Iteration 22Q: 3 clusters Score -1.050609e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 72259 members 
Entering Unmasked Estep 
Score: -10506118.000000 Penalty: 3683.395264
	Iteration 23Q: 3 clusters Score -1.050612e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -10506113.000000 Penalty: 3683.395264
	Iteration 24Q: 3 clusters Score -1.050611e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -10506114.000000 Penalty: 3683.395264
	Iteration 25Q: 3 clusters Score -1.050611e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -10506100.000000 Penalty: 3683.395264
	Iteration 26Q: 3 clusters Score -1.05061e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -10506121.000000 Penalty: 3683.395264
	Iteration 27Q: 3 clusters Score -1.050612e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 73280 members 
Entering Unmasked Estep 
Score: -10506122.000000 Penalty: 3683.395264
	Iteration 28Q: 3 clusters Score -1.050612e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -10506089.000000 Penalty: 3683.395264
	Iteration 29Q: 3 clusters Score -1.050609e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 73611 members 
Entering Unmasked Estep 
Score: -10506090.000000 Penalty: 3683.395264
	Iteration 30Q: 3 clusters Score -1.050609e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 73749 members 
Entering Unmasked Estep 
Score: -10506057.000000 Penalty: 3683.395264
	Iteration 31Q: 3 clusters Score -1.050606e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -10506048.000000 Penalty: 3683.395264
	Iteration 32Q: 3 clusters Score -1.050605e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 73985 members 
Entering Unmasked Estep 
Score: -10506066.000000 Penalty: 3683.395264
	Iteration 33Q: 3 clusters Score -1.050607e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -10506087.000000 Penalty: 3683.395264
	Iteration 34Q: 3 clusters Score -1.050609e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -10506112.000000 Penalty: 3683.395264
	Iteration 35Q: 3 clusters Score -1.050611e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -10506106.000000 Penalty: 3683.395264
	Iteration 36Q: 3 clusters Score -1.050611e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -10506111.000000 Penalty: 3683.395264
	Iteration 37Q: 3 clusters Score -1.050611e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 74426 members 
Entering Unmasked Estep 
Score: -10506127.000000 Penalty: 3683.395264
	Iteration 38Q: 3 clusters Score -1.050613e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 74492 members 
Entering Unmasked Estep 
Score: -10506145.000000 Penalty: 3683.395264
	Iteration 39Q: 3 clusters Score -1.050614e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
Score: -10506131.000000 Penalty: 3683.395264
	Iteration 40F: 3 clusters Score -1.050613e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -10506140.000000 Penalty: 3683.395264
	Iteration 41Q: 3 clusters Score -1.050614e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -10506145.000000 Penalty: 3683.395264
	Iteration 42Q: 3 clusters Score -1.050614e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 74676 members 
Entering Unmasked Estep 
Score: -10506137.000000 Penalty: 3683.395264
	Iteration 43Q: 3 clusters Score -1.050614e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -10506131.000000 Penalty: 3683.395264
	Iteration 44Q: 3 clusters Score -1.050613e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 74734 members 
Entering Unmasked Estep 
Score: -10506134.000000 Penalty: 3683.395264
	Iteration 45Q: 3 clusters Score -1.050613e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 74764 members 
Entering Unmasked Estep 
Score: -10506133.000000 Penalty: 3683.395264
	Iteration 46Q: 3 clusters Score -1.050613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 74780 members 
Entering Unmasked Estep 
Score: -10506133.000000 Penalty: 3683.395264
	Iteration 47Q: 3 clusters Score -1.050613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -10506132.000000 Penalty: 3683.395264
	Iteration 48Q: 3 clusters Score -1.050613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 74799 members 
Entering Unmasked Estep 
Score: -10506134.000000 Penalty: 3683.395264
	Iteration 49Q: 3 clusters Score -1.050613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
Score: -10506131.000000 Penalty: 3683.395264
	Iteration 50Q: 3 clusters Score -1.050613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -10506134.000000 Penalty: 3683.395264
	Iteration 51Q: 3 clusters Score -1.050613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
Score: -10506130.000000 Penalty: 3683.395264
	Iteration 52Q: 3 clusters Score -1.050613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -10506123.000000 Penalty: 3683.395264
	Iteration 53Q: 3 clusters Score -1.050612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 74831 members 
Entering Unmasked Estep 
Score: -10506120.000000 Penalty: 3683.395264
	Iteration 54Q: 3 clusters Score -1.050612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 74838 members 
Entering Unmasked Estep 
Score: -10506119.000000 Penalty: 3683.395264
	Iteration 55Q: 3 clusters Score -1.050612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
Score: -10506113.000000 Penalty: 3683.395264
	Iteration 56Q: 3 clusters Score -1.050611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
Score: -10506118.000000 Penalty: 3683.395264
	Iteration 57Q: 3 clusters Score -1.050612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 74865 members 
Entering Unmasked Estep 
Score: -10506121.000000 Penalty: 3683.395264
	Iteration 58Q: 3 clusters Score -1.050612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -10506109.000000 Penalty: 3683.395264
	Iteration 59Q: 3 clusters Score -1.050611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 74887 members 
Entering Unmasked Estep 
Score: -10506119.000000 Penalty: 3683.395264
	Iteration 60F: 3 clusters Score -1.050612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -10506119.000000 Penalty: 3683.395264
	Iteration 61Q: 3 clusters Score -1.050612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 74907 members 
Entering Unmasked Estep 
Score: -10506114.000000 Penalty: 3683.395264
	Iteration 62Q: 3 clusters Score -1.050611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 74918 members 
Entering Unmasked Estep 
Score: -10506110.000000 Penalty: 3683.395264
	Iteration 63Q: 3 clusters Score -1.050611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 74930 members 
Entering Unmasked Estep 
Score: -10506106.000000 Penalty: 3683.395264
	Iteration 64Q: 3 clusters Score -1.050611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -10506093.000000 Penalty: 3683.395264
	Iteration 65Q: 3 clusters Score -1.050609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -10506096.000000 Penalty: 3683.395264
	Iteration 66Q: 3 clusters Score -1.05061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 74970 members 
Entering Unmasked Estep 
Score: -10506101.000000 Penalty: 3683.395264
	Iteration 67Q: 3 clusters Score -1.05061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 74976 members 
Entering Unmasked Estep 
Score: -10506096.000000 Penalty: 3683.395264
	Iteration 68Q: 3 clusters Score -1.05061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 74981 members 
Entering Unmasked Estep 
Score: -10506103.000000 Penalty: 3683.395264
	Iteration 69Q: 3 clusters Score -1.05061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 74987 members 
Entering Unmasked Estep 
Score: -10506099.000000 Penalty: 3683.395264
	Iteration 70Q: 3 clusters Score -1.05061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 74993 members 
Entering Unmasked Estep 
Score: -10506103.000000 Penalty: 3683.395264
	Iteration 71Q: 3 clusters Score -1.05061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 74996 members 
Entering Unmasked Estep 
Score: -10506098.000000 Penalty: 3683.395264
	Iteration 72Q: 3 clusters Score -1.05061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 74997 members 
Entering Unmasked Estep 
Score: -10506097.000000 Penalty: 3683.395264
	Iteration 73Q: 3 clusters Score -1.05061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -10506096.000000 Penalty: 3683.395264
	Iteration 74Q: 3 clusters Score -1.05061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -10506093.000000 Penalty: 3683.395264
	Iteration 75Q: 3 clusters Score -1.050609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -10506093.000000 Penalty: 3683.395264
	Iteration 76F: 3 clusters Score -1.050609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8578 members 
Mstep: Class 3 contains 9681 members 
Mstep: Class 4 contains 74999 members 
Mstep: Class 5 contains 93215 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 8 contains 91399 members 
Mstep: Class 9 contains 109422 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 27995 members 
Mstep: Class 12 contains 8388 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 43089 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 9124 members 
Entering Unmasked Estep 
Score: -62596816.000000 Penalty: 38468.015625
Splitting cluster 2 changes total score from -62586364.000000 to -62596816.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (93215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93215 members 
Entering Unmasked Estep 
Score: -11506003.000000 Penalty: 1859.432983
	Iteration 0F: 2 clusters Score -1.1506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -11452196.000000 Penalty: 3718.865967
	Iteration 0F: 3 clusters Score -1.14522e+07 nChanged 44717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -11478289.000000 Penalty: 3718.865967
	Iteration 1F: 3 clusters Score -1.147829e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -11479061.000000 Penalty: 3718.865967
	Iteration 2Q: 3 clusters Score -1.147906e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -11480063.000000 Penalty: 3718.865967
	Iteration 3Q: 3 clusters Score -1.148006e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -11481440.000000 Penalty: 3718.865967
	Iteration 4Q: 3 clusters Score -1.148144e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -11483408.000000 Penalty: 3718.865967
	Iteration 5Q: 3 clusters Score -1.148341e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -11486521.000000 Penalty: 3718.865967
	Iteration 6F: 3 clusters Score -1.148652e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -11490689.000000 Penalty: 3718.865967
	Iteration 7F: 3 clusters Score -1.149069e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -11495020.000000 Penalty: 3718.865967
	Iteration 8F: 3 clusters Score -1.149502e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -11498158.000000 Penalty: 3718.865967
	Iteration 9F: 3 clusters Score -1.149816e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -11499393.000000 Penalty: 3718.865967
	Iteration 10Q: 3 clusters Score -1.149939e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -11499948.000000 Penalty: 3718.865967
	Iteration 11Q: 3 clusters Score -1.149995e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -11500167.000000 Penalty: 3718.865967
	Iteration 12Q: 3 clusters Score -1.150017e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -11500334.000000 Penalty: 3718.865967
	Iteration 13Q: 3 clusters Score -1.150033e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -11500426.000000 Penalty: 3718.865967
	Iteration 14Q: 3 clusters Score -1.150043e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -11500521.000000 Penalty: 3718.865967
	Iteration 15Q: 3 clusters Score -1.150052e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -11500589.000000 Penalty: 3718.865967
	Iteration 16Q: 3 clusters Score -1.150059e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -11500670.000000 Penalty: 3718.865967
	Iteration 17Q: 3 clusters Score -1.150067e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80671 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -11500746.000000 Penalty: 3718.865967
	Iteration 18Q: 3 clusters Score -1.150075e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -11500763.000000 Penalty: 3718.865967
	Iteration 19Q: 3 clusters Score -1.150076e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -11500843.000000 Penalty: 3718.865967
	Iteration 20F: 3 clusters Score -1.150084e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -11500914.000000 Penalty: 3718.865967
	Iteration 21Q: 3 clusters Score -1.150091e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -11500945.000000 Penalty: 3718.865967
	Iteration 22Q: 3 clusters Score -1.150094e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -11501033.000000 Penalty: 3718.865967
	Iteration 23Q: 3 clusters Score -1.150103e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -11501137.000000 Penalty: 3718.865967
	Iteration 24Q: 3 clusters Score -1.150114e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -11501245.000000 Penalty: 3718.865967
	Iteration 25Q: 3 clusters Score -1.150124e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -11501347.000000 Penalty: 3718.865967
	Iteration 26Q: 3 clusters Score -1.150135e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85138 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -11501547.000000 Penalty: 3718.865967
	Iteration 27Q: 3 clusters Score -1.150155e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -11501685.000000 Penalty: 3718.865967
	Iteration 28Q: 3 clusters Score -1.150168e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86078 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -11501806.000000 Penalty: 3718.865967
	Iteration 29Q: 3 clusters Score -1.150181e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -11501942.000000 Penalty: 3718.865967
	Iteration 30Q: 3 clusters Score -1.150194e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -11502079.000000 Penalty: 3718.865967
	Iteration 31Q: 3 clusters Score -1.150208e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87501 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -11502205.000000 Penalty: 3718.865967
	Iteration 32Q: 3 clusters Score -1.15022e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87950 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -11502394.000000 Penalty: 3718.865967
	Iteration 33Q: 3 clusters Score -1.150239e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -11502546.000000 Penalty: 3718.865967
	Iteration 34Q: 3 clusters Score -1.150255e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -11502734.000000 Penalty: 3718.865967
	Iteration 35Q: 3 clusters Score -1.150273e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -11502824.000000 Penalty: 3718.865967
	Iteration 36Q: 3 clusters Score -1.150282e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -11502985.000000 Penalty: 3718.865967
	Iteration 37Q: 3 clusters Score -1.150298e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90081 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -11503127.000000 Penalty: 3718.865967
	Iteration 38Q: 3 clusters Score -1.150313e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90431 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -11503280.000000 Penalty: 3718.865967
	Iteration 39Q: 3 clusters Score -1.150328e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90755 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -11503425.000000 Penalty: 3718.865967
	Iteration 40F: 3 clusters Score -1.150342e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -11503551.000000 Penalty: 3718.865967
	Iteration 41Q: 3 clusters Score -1.150355e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91239 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -11503633.000000 Penalty: 3718.865967
	Iteration 42Q: 3 clusters Score -1.150363e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -11503782.000000 Penalty: 3718.865967
	Iteration 43Q: 3 clusters Score -1.150378e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11503838.000000 Penalty: 3718.865967
	Iteration 44Q: 3 clusters Score -1.150384e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91727 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -11503910.000000 Penalty: 3718.865967
	Iteration 45Q: 3 clusters Score -1.150391e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91858 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -11503974.000000 Penalty: 3718.865967
	Iteration 46Q: 3 clusters Score -1.150397e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -11504014.000000 Penalty: 3718.865967
	Iteration 47Q: 3 clusters Score -1.150401e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11504055.000000 Penalty: 3718.865967
	Iteration 48Q: 3 clusters Score -1.150406e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92175 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -11504124.000000 Penalty: 3718.865967
	Iteration 49Q: 3 clusters Score -1.150412e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92250 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11504188.000000 Penalty: 3718.865967
	Iteration 50Q: 3 clusters Score -1.150419e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92312 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11504248.000000 Penalty: 3718.865967
	Iteration 51Q: 3 clusters Score -1.150425e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11504262.000000 Penalty: 3718.865967
	Iteration 52Q: 3 clusters Score -1.150426e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92414 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11504302.000000 Penalty: 3718.865967
	Iteration 53Q: 3 clusters Score -1.15043e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92454 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -11504312.000000 Penalty: 3718.865967
	Iteration 54Q: 3 clusters Score -1.150431e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92484 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -11504314.000000 Penalty: 3718.865967
	Iteration 55Q: 3 clusters Score -1.150431e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92513 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -11504325.000000 Penalty: 3718.865967
	Iteration 56Q: 3 clusters Score -1.150432e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92538 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11504322.000000 Penalty: 3718.865967
	Iteration 57Q: 3 clusters Score -1.150432e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -11504339.000000 Penalty: 3718.865967
	Iteration 58Q: 3 clusters Score -1.150434e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -11504362.000000 Penalty: 3718.865967
	Iteration 59Q: 3 clusters Score -1.150436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92606 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -11504373.000000 Penalty: 3718.865967
	Iteration 60F: 3 clusters Score -1.150437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92619 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -11504383.000000 Penalty: 3718.865967
	Iteration 61Q: 3 clusters Score -1.150438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11504381.000000 Penalty: 3718.865967
	Iteration 62Q: 3 clusters Score -1.150438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92640 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -11504383.000000 Penalty: 3718.865967
	Iteration 63Q: 3 clusters Score -1.150438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92648 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11504389.000000 Penalty: 3718.865967
	Iteration 64Q: 3 clusters Score -1.150439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11504396.000000 Penalty: 3718.865967
	Iteration 65Q: 3 clusters Score -1.15044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11504390.000000 Penalty: 3718.865967
	Iteration 66Q: 3 clusters Score -1.150439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11504394.000000 Penalty: 3718.865967
	Iteration 67Q: 3 clusters Score -1.150439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92671 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11504402.000000 Penalty: 3718.865967
	Iteration 68Q: 3 clusters Score -1.15044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11504409.000000 Penalty: 3718.865967
	Iteration 69Q: 3 clusters Score -1.150441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11504416.000000 Penalty: 3718.865967
	Iteration 70Q: 3 clusters Score -1.150442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92683 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -11504419.000000 Penalty: 3718.865967
	Iteration 71Q: 3 clusters Score -1.150442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92683 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -11504419.000000 Penalty: 3718.865967
	Iteration 72Q: 3 clusters Score -1.150442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92684 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11504413.000000 Penalty: 3718.865967
	Iteration 73Q: 3 clusters Score -1.150441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92684 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11504413.000000 Penalty: 3718.865967
	Iteration 74F: 3 clusters Score -1.150441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Entering Unmasked Estep 
Score: -418976.562500 Penalty: 1324.966187
	Iteration 0F: 2 clusters Score -418976.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -415948.875000 Penalty: 2649.932373
	Iteration 0F: 3 clusters Score -415948.9 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -416716.906250 Penalty: 2649.932373
	Iteration 1F: 3 clusters Score -416716.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -416892.843750 Penalty: 2649.932373
	Iteration 2F: 3 clusters Score -416892.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -416998.406250 Penalty: 2649.932373
	Iteration 3F: 3 clusters Score -416998.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -417087.218750 Penalty: 2649.932373
	Iteration 4Q: 3 clusters Score -417087.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -417170.687500 Penalty: 2649.932373
	Iteration 5Q: 3 clusters Score -417170.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -417248.031250 Penalty: 2649.932373
	Iteration 6Q: 3 clusters Score -417248 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -417331.062500 Penalty: 2649.932373
	Iteration 7Q: 3 clusters Score -417331.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -417416.687500 Penalty: 2649.932373
	Iteration 8Q: 3 clusters Score -417416.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -417475.375000 Penalty: 2649.932373
	Iteration 9Q: 3 clusters Score -417475.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -417520.218750 Penalty: 2649.932373
	Iteration 10Q: 3 clusters Score -417520.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -417558.250000 Penalty: 2649.932373
	Iteration 11Q: 3 clusters Score -417558.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -417593.968750 Penalty: 2649.932373
	Iteration 12Q: 3 clusters Score -417594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -417624.218750 Penalty: 2649.932373
	Iteration 13Q: 3 clusters Score -417624.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -417641.156250 Penalty: 2649.932373
	Iteration 14Q: 3 clusters Score -417641.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -417658.750000 Penalty: 2649.932373
	Iteration 15Q: 3 clusters Score -417658.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -417677.250000 Penalty: 2649.932373
	Iteration 16Q: 3 clusters Score -417677.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -417695.437500 Penalty: 2649.932373
	Iteration 17Q: 3 clusters Score -417695.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -417713.531250 Penalty: 2649.932373
	Iteration 18Q: 3 clusters Score -417713.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -417730.687500 Penalty: 2649.932373
	Iteration 19Q: 3 clusters Score -417730.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -417739.031250 Penalty: 2649.932373
	Iteration 20F: 3 clusters Score -417739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -417744.375000 Penalty: 2649.932373
	Iteration 21Q: 3 clusters Score -417744.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -417751.062500 Penalty: 2649.932373
	Iteration 22Q: 3 clusters Score -417751.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -417758.906250 Penalty: 2649.932373
	Iteration 23Q: 3 clusters Score -417758.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -417765.281250 Penalty: 2649.932373
	Iteration 24Q: 3 clusters Score -417765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -417771.406250 Penalty: 2649.932373
	Iteration 25Q: 3 clusters Score -417771.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -417775.968750 Penalty: 2649.932373
	Iteration 26Q: 3 clusters Score -417776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -417777.250000 Penalty: 2649.932373
	Iteration 27Q: 3 clusters Score -417777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -417777.250000 Penalty: 2649.932373
	Iteration 28F: 3 clusters Score -417777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (91399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91399 members 
Entering Unmasked Estep 
Score: -11364719.000000 Penalty: 1856.235840
	Iteration 0F: 2 clusters Score -1.136472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -11310834.000000 Penalty: 3712.471680
	Iteration 0F: 3 clusters Score -1.131083e+07 nChanged 43588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -11335841.000000 Penalty: 3712.471680
	Iteration 1F: 3 clusters Score -1.133584e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -11336661.000000 Penalty: 3712.471680
	Iteration 2Q: 3 clusters Score -1.133666e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -11337722.000000 Penalty: 3712.471680
	Iteration 3Q: 3 clusters Score -1.133772e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -11339209.000000 Penalty: 3712.471680
	Iteration 4Q: 3 clusters Score -1.133921e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -11341498.000000 Penalty: 3712.471680
	Iteration 5F: 3 clusters Score -1.13415e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -11344735.000000 Penalty: 3712.471680
	Iteration 6F: 3 clusters Score -1.134474e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -11349012.000000 Penalty: 3712.471680
	Iteration 7F: 3 clusters Score -1.134901e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -11353069.000000 Penalty: 3712.471680
	Iteration 8F: 3 clusters Score -1.135307e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -11356371.000000 Penalty: 3712.471680
	Iteration 9F: 3 clusters Score -1.135637e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82727 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -11358669.000000 Penalty: 3712.471680
	Iteration 10Q: 3 clusters Score -1.135867e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85186 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -11360205.000000 Penalty: 3712.471680
	Iteration 11Q: 3 clusters Score -1.13602e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -11361189.000000 Penalty: 3712.471680
	Iteration 12Q: 3 clusters Score -1.136119e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -11361791.000000 Penalty: 3712.471680
	Iteration 13Q: 3 clusters Score -1.136179e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -11362152.000000 Penalty: 3712.471680
	Iteration 14Q: 3 clusters Score -1.136215e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -11362406.000000 Penalty: 3712.471680
	Iteration 15Q: 3 clusters Score -1.136241e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -11362617.000000 Penalty: 3712.471680
	Iteration 16Q: 3 clusters Score -1.136262e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90307 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11362748.000000 Penalty: 3712.471680
	Iteration 17Q: 3 clusters Score -1.136275e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90481 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11362857.000000 Penalty: 3712.471680
	Iteration 18Q: 3 clusters Score -1.136286e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11362940.000000 Penalty: 3712.471680
	Iteration 19Q: 3 clusters Score -1.136294e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90689 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11363000.000000 Penalty: 3712.471680
	Iteration 20F: 3 clusters Score -1.1363e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11363056.000000 Penalty: 3712.471680
	Iteration 21Q: 3 clusters Score -1.136306e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -11363096.000000 Penalty: 3712.471680
	Iteration 22Q: 3 clusters Score -1.13631e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -11363138.000000 Penalty: 3712.471680
	Iteration 23Q: 3 clusters Score -1.136314e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11363173.000000 Penalty: 3712.471680
	Iteration 24Q: 3 clusters Score -1.136317e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90858 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11363169.000000 Penalty: 3712.471680
	Iteration 25Q: 3 clusters Score -1.136317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90867 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -11363171.000000 Penalty: 3712.471680
	Iteration 26Q: 3 clusters Score -1.136317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -11363184.000000 Penalty: 3712.471680
	Iteration 27Q: 3 clusters Score -1.136318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90878 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11363181.000000 Penalty: 3712.471680
	Iteration 28Q: 3 clusters Score -1.136318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90886 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11363204.000000 Penalty: 3712.471680
	Iteration 29Q: 3 clusters Score -1.13632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11363200.000000 Penalty: 3712.471680
	Iteration 30Q: 3 clusters Score -1.13632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11363203.000000 Penalty: 3712.471680
	Iteration 31Q: 3 clusters Score -1.13632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11363212.000000 Penalty: 3712.471680
	Iteration 32Q: 3 clusters Score -1.136321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90914 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11363216.000000 Penalty: 3712.471680
	Iteration 33Q: 3 clusters Score -1.136322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11363210.000000 Penalty: 3712.471680
	Iteration 34Q: 3 clusters Score -1.136321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90924 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -11363216.000000 Penalty: 3712.471680
	Iteration 35Q: 3 clusters Score -1.136322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90926 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -11363215.000000 Penalty: 3712.471680
	Iteration 36Q: 3 clusters Score -1.136322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11363210.000000 Penalty: 3712.471680
	Iteration 37Q: 3 clusters Score -1.136321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -11363217.000000 Penalty: 3712.471680
	Iteration 38Q: 3 clusters Score -1.136322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11363221.000000 Penalty: 3712.471680
	Iteration 39Q: 3 clusters Score -1.136322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11363220.000000 Penalty: 3712.471680
	Iteration 40F: 3 clusters Score -1.136322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11363225.000000 Penalty: 3712.471680
	Iteration 41Q: 3 clusters Score -1.136322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90943 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11363220.000000 Penalty: 3712.471680
	Iteration 42Q: 3 clusters Score -1.136322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90944 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11363219.000000 Penalty: 3712.471680
	Iteration 43Q: 3 clusters Score -1.136322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90946 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11363222.000000 Penalty: 3712.471680
	Iteration 44Q: 3 clusters Score -1.136322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90947 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11363224.000000 Penalty: 3712.471680
	Iteration 45Q: 3 clusters Score -1.136322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90947 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11363224.000000 Penalty: 3712.471680
	Iteration 46F: 3 clusters Score -1.136322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (109422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109422 members 
Entering Unmasked Estep 
Score: -13531066.000000 Penalty: 1885.482178
	Iteration 0F: 2 clusters Score -1.353107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -13475823.000000 Penalty: 3770.964355
	Iteration 0F: 3 clusters Score -1.347582e+07 nChanged 52395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -13506570.000000 Penalty: 3770.964355
	Iteration 1F: 3 clusters Score -1.350657e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -13507324.000000 Penalty: 3770.964355
	Iteration 2Q: 3 clusters Score -1.350732e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -13508123.000000 Penalty: 3770.964355
	Iteration 3Q: 3 clusters Score -1.350812e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -13509065.000000 Penalty: 3770.964355
	Iteration 4Q: 3 clusters Score -1.350906e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -13510326.000000 Penalty: 3770.964355
	Iteration 5Q: 3 clusters Score -1.351033e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -13511837.000000 Penalty: 3770.964355
	Iteration 6Q: 3 clusters Score -1.351184e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -13513901.000000 Penalty: 3770.964355
	Iteration 7Q: 3 clusters Score -1.35139e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -13516720.000000 Penalty: 3770.964355
	Iteration 8F: 3 clusters Score -1.351672e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -13520158.000000 Penalty: 3770.964355
	Iteration 9F: 3 clusters Score -1.352016e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -13524320.000000 Penalty: 3770.964355
	Iteration 10F: 3 clusters Score -1.352432e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 72605 members 
Entering Unmasked Estep 
Score: -13528271.000000 Penalty: 3770.964355
	Iteration 11F: 3 clusters Score -1.352827e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 75059 members 
Entering Unmasked Estep 
Score: -13531283.000000 Penalty: 3770.964355
	Iteration 12F: 3 clusters Score -1.353128e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -13533199.000000 Penalty: 3770.964355
	Iteration 13Q: 3 clusters Score -1.35332e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 77550 members 
Entering Unmasked Estep 
Score: -13534559.000000 Penalty: 3770.964355
	Iteration 14Q: 3 clusters Score -1.353456e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -13535650.000000 Penalty: 3770.964355
	Iteration 15Q: 3 clusters Score -1.353565e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -13536390.000000 Penalty: 3770.964355
	Iteration 16Q: 3 clusters Score -1.353639e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -13537128.000000 Penalty: 3770.964355
	Iteration 17Q: 3 clusters Score -1.353713e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -13537772.000000 Penalty: 3770.964355
	Iteration 18Q: 3 clusters Score -1.353777e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 79854 members 
Entering Unmasked Estep 
Score: -13538258.000000 Penalty: 3770.964355
	Iteration 19Q: 3 clusters Score -1.353826e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -13538702.000000 Penalty: 3770.964355
	Iteration 20F: 3 clusters Score -1.35387e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -13538910.000000 Penalty: 3770.964355
	Iteration 21Q: 3 clusters Score -1.353891e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -13539199.000000 Penalty: 3770.964355
	Iteration 22Q: 3 clusters Score -1.35392e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -13539313.000000 Penalty: 3770.964355
	Iteration 23Q: 3 clusters Score -1.353931e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
Score: -13539468.000000 Penalty: 3770.964355
	Iteration 24Q: 3 clusters Score -1.353947e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -13539529.000000 Penalty: 3770.964355
	Iteration 25Q: 3 clusters Score -1.353953e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 83667 members 
Entering Unmasked Estep 
Score: -13539484.000000 Penalty: 3770.964355
	Iteration 26Q: 3 clusters Score -1.353948e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 84179 members 
Entering Unmasked Estep 
Score: -13539447.000000 Penalty: 3770.964355
	Iteration 27Q: 3 clusters Score -1.353945e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
Score: -13539386.000000 Penalty: 3770.964355
	Iteration 28Q: 3 clusters Score -1.353939e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -13539371.000000 Penalty: 3770.964355
	Iteration 29Q: 3 clusters Score -1.353937e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 85585 members 
Entering Unmasked Estep 
Score: -13539235.000000 Penalty: 3770.964355
	Iteration 30Q: 3 clusters Score -1.353924e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 85994 members 
Entering Unmasked Estep 
Score: -13539166.000000 Penalty: 3770.964355
	Iteration 31Q: 3 clusters Score -1.353917e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 86368 members 
Entering Unmasked Estep 
Score: -13539101.000000 Penalty: 3770.964355
	Iteration 32Q: 3 clusters Score -1.35391e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 86714 members 
Entering Unmasked Estep 
Score: -13539050.000000 Penalty: 3770.964355
	Iteration 33Q: 3 clusters Score -1.353905e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 87032 members 
Entering Unmasked Estep 
Score: -13538998.000000 Penalty: 3770.964355
	Iteration 34Q: 3 clusters Score -1.3539e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 87339 members 
Entering Unmasked Estep 
Score: -13538935.000000 Penalty: 3770.964355
	Iteration 35Q: 3 clusters Score -1.353894e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
Score: -13538857.000000 Penalty: 3770.964355
	Iteration 36Q: 3 clusters Score -1.353886e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 87891 members 
Entering Unmasked Estep 
Score: -13538800.000000 Penalty: 3770.964355
	Iteration 37Q: 3 clusters Score -1.35388e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -13538721.000000 Penalty: 3770.964355
	Iteration 38Q: 3 clusters Score -1.353872e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 88378 members 
Entering Unmasked Estep 
Score: -13538690.000000 Penalty: 3770.964355
	Iteration 39Q: 3 clusters Score -1.353869e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 88622 members 
Entering Unmasked Estep 
Score: -13538593.000000 Penalty: 3770.964355
	Iteration 40F: 3 clusters Score -1.353859e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 88839 members 
Entering Unmasked Estep 
Score: -13538528.000000 Penalty: 3770.964355
	Iteration 41Q: 3 clusters Score -1.353853e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 89038 members 
Entering Unmasked Estep 
Score: -13538448.000000 Penalty: 3770.964355
	Iteration 42Q: 3 clusters Score -1.353845e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 89206 members 
Entering Unmasked Estep 
Score: -13538433.000000 Penalty: 3770.964355
	Iteration 43Q: 3 clusters Score -1.353843e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -13538406.000000 Penalty: 3770.964355
	Iteration 44Q: 3 clusters Score -1.353841e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 89481 members 
Entering Unmasked Estep 
Score: -13538407.000000 Penalty: 3770.964355
	Iteration 45Q: 3 clusters Score -1.353841e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -13538408.000000 Penalty: 3770.964355
	Iteration 46Q: 3 clusters Score -1.353841e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -13538337.000000 Penalty: 3770.964355
	Iteration 47Q: 3 clusters Score -1.353834e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
Score: -13538310.000000 Penalty: 3770.964355
	Iteration 48Q: 3 clusters Score -1.353831e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -13538258.000000 Penalty: 3770.964355
	Iteration 49Q: 3 clusters Score -1.353826e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 90040 members 
Entering Unmasked Estep 
Score: -13538215.000000 Penalty: 3770.964355
	Iteration 50Q: 3 clusters Score -1.353822e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -13538202.000000 Penalty: 3770.964355
	Iteration 51Q: 3 clusters Score -1.35382e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 90195 members 
Entering Unmasked Estep 
Score: -13538205.000000 Penalty: 3770.964355
	Iteration 52Q: 3 clusters Score -1.35382e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -13538194.000000 Penalty: 3770.964355
	Iteration 53Q: 3 clusters Score -1.353819e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 90345 members 
Entering Unmasked Estep 
Score: -13538162.000000 Penalty: 3770.964355
	Iteration 54Q: 3 clusters Score -1.353816e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 90420 members 
Entering Unmasked Estep 
Score: -13538119.000000 Penalty: 3770.964355
	Iteration 55Q: 3 clusters Score -1.353812e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 90501 members 
Entering Unmasked Estep 
Score: -13538093.000000 Penalty: 3770.964355
	Iteration 56Q: 3 clusters Score -1.353809e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 90580 members 
Entering Unmasked Estep 
Score: -13538048.000000 Penalty: 3770.964355
	Iteration 57Q: 3 clusters Score -1.353805e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -13538017.000000 Penalty: 3770.964355
	Iteration 58Q: 3 clusters Score -1.353802e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 90695 members 
Entering Unmasked Estep 
Score: -13537983.000000 Penalty: 3770.964355
	Iteration 59Q: 3 clusters Score -1.353798e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 90748 members 
Entering Unmasked Estep 
Score: -13537932.000000 Penalty: 3770.964355
	Iteration 60F: 3 clusters Score -1.353793e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 90804 members 
Entering Unmasked Estep 
Score: -13537926.000000 Penalty: 3770.964355
	Iteration 61Q: 3 clusters Score -1.353793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -13537925.000000 Penalty: 3770.964355
	Iteration 62Q: 3 clusters Score -1.353792e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 90871 members 
Entering Unmasked Estep 
Score: -13537911.000000 Penalty: 3770.964355
	Iteration 63Q: 3 clusters Score -1.353791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 90889 members 
Entering Unmasked Estep 
Score: -13537894.000000 Penalty: 3770.964355
	Iteration 64Q: 3 clusters Score -1.353789e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -13537890.000000 Penalty: 3770.964355
	Iteration 65Q: 3 clusters Score -1.353789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -13537878.000000 Penalty: 3770.964355
	Iteration 66Q: 3 clusters Score -1.353788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -13537885.000000 Penalty: 3770.964355
	Iteration 67Q: 3 clusters Score -1.353788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 90968 members 
Entering Unmasked Estep 
Score: -13537883.000000 Penalty: 3770.964355
	Iteration 68Q: 3 clusters Score -1.353788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 90983 members 
Entering Unmasked Estep 
Score: -13537893.000000 Penalty: 3770.964355
	Iteration 69Q: 3 clusters Score -1.353789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 90996 members 
Entering Unmasked Estep 
Score: -13537889.000000 Penalty: 3770.964355
	Iteration 70Q: 3 clusters Score -1.353789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -13537885.000000 Penalty: 3770.964355
	Iteration 71Q: 3 clusters Score -1.353788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 91019 members 
Entering Unmasked Estep 
Score: -13537879.000000 Penalty: 3770.964355
	Iteration 72Q: 3 clusters Score -1.353788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 91034 members 
Entering Unmasked Estep 
Score: -13537885.000000 Penalty: 3770.964355
	Iteration 73Q: 3 clusters Score -1.353788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -13537875.000000 Penalty: 3770.964355
	Iteration 74Q: 3 clusters Score -1.353788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -13537870.000000 Penalty: 3770.964355
	Iteration 75Q: 3 clusters Score -1.353787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 91068 members 
Entering Unmasked Estep 
Score: -13537853.000000 Penalty: 3770.964355
	Iteration 76Q: 3 clusters Score -1.353785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -13537834.000000 Penalty: 3770.964355
	Iteration 77Q: 3 clusters Score -1.353783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 91094 members 
Entering Unmasked Estep 
Score: -13537842.000000 Penalty: 3770.964355
	Iteration 78Q: 3 clusters Score -1.353784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 91110 members 
Entering Unmasked Estep 
Score: -13537855.000000 Penalty: 3770.964355
	Iteration 79Q: 3 clusters Score -1.353786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 91125 members 
Entering Unmasked Estep 
Score: -13537829.000000 Penalty: 3770.964355
	Iteration 80F: 3 clusters Score -1.353783e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -13537805.000000 Penalty: 3770.964355
	Iteration 81Q: 3 clusters Score -1.35378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 91158 members 
Entering Unmasked Estep 
Score: -13537808.000000 Penalty: 3770.964355
	Iteration 82Q: 3 clusters Score -1.353781e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -13537799.000000 Penalty: 3770.964355
	Iteration 83Q: 3 clusters Score -1.35378e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -13537768.000000 Penalty: 3770.964355
	Iteration 84Q: 3 clusters Score -1.353777e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -13537748.000000 Penalty: 3770.964355
	Iteration 85Q: 3 clusters Score -1.353775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -13537721.000000 Penalty: 3770.964355
	Iteration 86Q: 3 clusters Score -1.353772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -13537738.000000 Penalty: 3770.964355
	Iteration 87Q: 3 clusters Score -1.353774e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 91281 members 
Entering Unmasked Estep 
Score: -13537725.000000 Penalty: 3770.964355
	Iteration 88Q: 3 clusters Score -1.353772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 91298 members 
Entering Unmasked Estep 
Score: -13537716.000000 Penalty: 3770.964355
	Iteration 89Q: 3 clusters Score -1.353772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -13537708.000000 Penalty: 3770.964355
	Iteration 90Q: 3 clusters Score -1.353771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 91322 members 
Entering Unmasked Estep 
Score: -13537703.000000 Penalty: 3770.964355
	Iteration 91Q: 3 clusters Score -1.35377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 91332 members 
Entering Unmasked Estep 
Score: -13537700.000000 Penalty: 3770.964355
	Iteration 92Q: 3 clusters Score -1.35377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -13537707.000000 Penalty: 3770.964355
	Iteration 93Q: 3 clusters Score -1.353771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -13537693.000000 Penalty: 3770.964355
	Iteration 94Q: 3 clusters Score -1.353769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -13537690.000000 Penalty: 3770.964355
	Iteration 95Q: 3 clusters Score -1.353769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -13537692.000000 Penalty: 3770.964355
	Iteration 96Q: 3 clusters Score -1.353769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -13537682.000000 Penalty: 3770.964355
	Iteration 97Q: 3 clusters Score -1.353768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -13537677.000000 Penalty: 3770.964355
	Iteration 98Q: 3 clusters Score -1.353768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -13537683.000000 Penalty: 3770.964355
	Iteration 99Q: 3 clusters Score -1.353768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 91398 members 
Entering Unmasked Estep 
Score: -13537682.000000 Penalty: 3770.964355
	Iteration 100F: 3 clusters Score -1.353768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -13537669.000000 Penalty: 3770.964355
	Iteration 101Q: 3 clusters Score -1.353767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 91414 members 
Entering Unmasked Estep 
Score: -13537663.000000 Penalty: 3770.964355
	Iteration 102Q: 3 clusters Score -1.353766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -13537663.000000 Penalty: 3770.964355
	Iteration 103Q: 3 clusters Score -1.353766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -13537678.000000 Penalty: 3770.964355
	Iteration 104Q: 3 clusters Score -1.353768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -13537654.000000 Penalty: 3770.964355
	Iteration 105Q: 3 clusters Score -1.353765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 91436 members 
Entering Unmasked Estep 
Score: -13537642.000000 Penalty: 3770.964355
	Iteration 106Q: 3 clusters Score -1.353764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
Score: -13537640.000000 Penalty: 3770.964355
	Iteration 107Q: 3 clusters Score -1.353764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
Score: -13537640.000000 Penalty: 3770.964355
	Iteration 108F: 3 clusters Score -1.353764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8578 members 
Mstep: Class 3 contains 9681 members 
Mstep: Class 4 contains 74999 members 
Mstep: Class 5 contains 93215 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 91437 members 
Mstep: Class 8 contains 91399 members 
Mstep: Class 9 contains 17985 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 27995 members 
Mstep: Class 12 contains 8388 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 43089 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 9124 members 
Entering Unmasked Estep 
Score: -62603408.000000 Penalty: 40605.125000
Splitting cluster 9 changes total score from -62586364.000000 to -62603408.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (3988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Entering Unmasked Estep 
Score: -471480.500000 Penalty: 1347.294800
	Iteration 0F: 2 clusters Score -471480.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -468129.156250 Penalty: 2694.589600
	Iteration 0F: 3 clusters Score -468129.2 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -469002.718750 Penalty: 2694.589600
	Iteration 1F: 3 clusters Score -469002.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -469137.750000 Penalty: 2694.589600
	Iteration 2F: 3 clusters Score -469137.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -469232.500000 Penalty: 2694.589600
	Iteration 3Q: 3 clusters Score -469232.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -469296.656250 Penalty: 2694.589600
	Iteration 4Q: 3 clusters Score -469296.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -469343.406250 Penalty: 2694.589600
	Iteration 5Q: 3 clusters Score -469343.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -469387.468750 Penalty: 2694.589600
	Iteration 6Q: 3 clusters Score -469387.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -469424.500000 Penalty: 2694.589600
	Iteration 7Q: 3 clusters Score -469424.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -469450.968750 Penalty: 2694.589600
	Iteration 8Q: 3 clusters Score -469451 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -469468.937500 Penalty: 2694.589600
	Iteration 9Q: 3 clusters Score -469468.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -469482.187500 Penalty: 2694.589600
	Iteration 10Q: 3 clusters Score -469482.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -469495.375000 Penalty: 2694.589600
	Iteration 11Q: 3 clusters Score -469495.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -469508.093750 Penalty: 2694.589600
	Iteration 12Q: 3 clusters Score -469508.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -469520.250000 Penalty: 2694.589600
	Iteration 13Q: 3 clusters Score -469520.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -469534.500000 Penalty: 2694.589600
	Iteration 14Q: 3 clusters Score -469534.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -469551.406250 Penalty: 2694.589600
	Iteration 15Q: 3 clusters Score -469551.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -469574.562500 Penalty: 2694.589600
	Iteration 16Q: 3 clusters Score -469574.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -469610.125000 Penalty: 2694.589600
	Iteration 17Q: 3 clusters Score -469610.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -469651.718750 Penalty: 2694.589600
	Iteration 18Q: 3 clusters Score -469651.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -469689.218750 Penalty: 2694.589600
	Iteration 19Q: 3 clusters Score -469689.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -469736.125000 Penalty: 2694.589600
	Iteration 20F: 3 clusters Score -469736.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -469788.906250 Penalty: 2694.589600
	Iteration 21Q: 3 clusters Score -469788.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -469843.687500 Penalty: 2694.589600
	Iteration 22Q: 3 clusters Score -469843.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -469900.156250 Penalty: 2694.589600
	Iteration 23Q: 3 clusters Score -469900.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -469958.625000 Penalty: 2694.589600
	Iteration 24Q: 3 clusters Score -469958.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -470015.718750 Penalty: 2694.589600
	Iteration 25Q: 3 clusters Score -470015.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -470061.656250 Penalty: 2694.589600
	Iteration 26Q: 3 clusters Score -470061.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -470097.968750 Penalty: 2694.589600
	Iteration 27Q: 3 clusters Score -470098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -470129.906250 Penalty: 2694.589600
	Iteration 28Q: 3 clusters Score -470129.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -470152.906250 Penalty: 2694.589600
	Iteration 29Q: 3 clusters Score -470152.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -470168.218750 Penalty: 2694.589600
	Iteration 30Q: 3 clusters Score -470168.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -470177.968750 Penalty: 2694.589600
	Iteration 31Q: 3 clusters Score -470178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -470186.187500 Penalty: 2694.589600
	Iteration 32Q: 3 clusters Score -470186.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -470195.500000 Penalty: 2694.589600
	Iteration 33Q: 3 clusters Score -470195.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -470202.312500 Penalty: 2694.589600
	Iteration 34Q: 3 clusters Score -470202.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -470205.812500 Penalty: 2694.589600
	Iteration 35Q: 3 clusters Score -470205.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -470210.812500 Penalty: 2694.589600
	Iteration 36Q: 3 clusters Score -470210.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -470219.000000 Penalty: 2694.589600
	Iteration 37Q: 3 clusters Score -470219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -470226.625000 Penalty: 2694.589600
	Iteration 38Q: 3 clusters Score -470226.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -470234.500000 Penalty: 2694.589600
	Iteration 39Q: 3 clusters Score -470234.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -470240.437500 Penalty: 2694.589600
	Iteration 40F: 3 clusters Score -470240.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -470247.062500 Penalty: 2694.589600
	Iteration 41Q: 3 clusters Score -470247.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -470257.031250 Penalty: 2694.589600
	Iteration 42Q: 3 clusters Score -470257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -470266.625000 Penalty: 2694.589600
	Iteration 43Q: 3 clusters Score -470266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -470275.000000 Penalty: 2694.589600
	Iteration 44Q: 3 clusters Score -470275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -470277.968750 Penalty: 2694.589600
	Iteration 45Q: 3 clusters Score -470278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -470278.593750 Penalty: 2694.589600
	Iteration 46Q: 3 clusters Score -470278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -470280.593750 Penalty: 2694.589600
	Iteration 47Q: 3 clusters Score -470280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -470282.031250 Penalty: 2694.589600
	Iteration 48Q: 3 clusters Score -470282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -470284.312500 Penalty: 2694.589600
	Iteration 49Q: 3 clusters Score -470284.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -470284.312500 Penalty: 2694.589600
	Iteration 50F: 3 clusters Score -470284.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Entering Unmasked Estep 
Score: -3469366.750000 Penalty: 1663.964478
	Iteration 0F: 2 clusters Score -3469367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3450393.500000 Penalty: 3327.928955
	Iteration 0F: 3 clusters Score -3450394 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3457597.250000 Penalty: 3327.928955
	Iteration 1F: 3 clusters Score -3457597 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3458227.250000 Penalty: 3327.928955
	Iteration 2F: 3 clusters Score -3458227 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3458968.250000 Penalty: 3327.928955
	Iteration 3F: 3 clusters Score -3458968 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3459910.000000 Penalty: 3327.928955
	Iteration 4F: 3 clusters Score -3459910 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3460919.500000 Penalty: 3327.928955
	Iteration 5F: 3 clusters Score -3460920 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3461977.500000 Penalty: 3327.928955
	Iteration 6F: 3 clusters Score -3461978 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3463121.000000 Penalty: 3327.928955
	Iteration 7F: 3 clusters Score -3463121 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3464119.250000 Penalty: 3327.928955
	Iteration 8F: 3 clusters Score -3464119 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3464859.750000 Penalty: 3327.928955
	Iteration 9Q: 3 clusters Score -3464860 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3465290.250000 Penalty: 3327.928955
	Iteration 10Q: 3 clusters Score -3465290 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -3465559.500000 Penalty: 3327.928955
	Iteration 11Q: 3 clusters Score -3465560 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -3465738.000000 Penalty: 3327.928955
	Iteration 12Q: 3 clusters Score -3465738 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -3465880.500000 Penalty: 3327.928955
	Iteration 13Q: 3 clusters Score -3465880 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3466004.250000 Penalty: 3327.928955
	Iteration 14Q: 3 clusters Score -3466004 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3466108.250000 Penalty: 3327.928955
	Iteration 15Q: 3 clusters Score -3466108 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3466220.750000 Penalty: 3327.928955
	Iteration 16Q: 3 clusters Score -3466221 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3466323.250000 Penalty: 3327.928955
	Iteration 17Q: 3 clusters Score -3466323 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3466438.500000 Penalty: 3327.928955
	Iteration 18Q: 3 clusters Score -3466438 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3466533.500000 Penalty: 3327.928955
	Iteration 19Q: 3 clusters Score -3466534 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3466634.750000 Penalty: 3327.928955
	Iteration 20F: 3 clusters Score -3466635 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3466725.500000 Penalty: 3327.928955
	Iteration 21Q: 3 clusters Score -3466726 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3466814.250000 Penalty: 3327.928955
	Iteration 22Q: 3 clusters Score -3466814 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3466897.250000 Penalty: 3327.928955
	Iteration 23Q: 3 clusters Score -3466897 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3466988.250000 Penalty: 3327.928955
	Iteration 24Q: 3 clusters Score -3466988 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3467071.750000 Penalty: 3327.928955
	Iteration 25Q: 3 clusters Score -3467072 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3467145.000000 Penalty: 3327.928955
	Iteration 26Q: 3 clusters Score -3467145 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3467215.000000 Penalty: 3327.928955
	Iteration 27Q: 3 clusters Score -3467215 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3467285.250000 Penalty: 3327.928955
	Iteration 28Q: 3 clusters Score -3467285 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3467371.250000 Penalty: 3327.928955
	Iteration 29Q: 3 clusters Score -3467371 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3467449.000000 Penalty: 3327.928955
	Iteration 30Q: 3 clusters Score -3467449 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3467530.750000 Penalty: 3327.928955
	Iteration 31Q: 3 clusters Score -3467531 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3467609.000000 Penalty: 3327.928955
	Iteration 32Q: 3 clusters Score -3467609 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3467674.750000 Penalty: 3327.928955
	Iteration 33Q: 3 clusters Score -3467675 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3467723.500000 Penalty: 3327.928955
	Iteration 34Q: 3 clusters Score -3467724 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3467768.750000 Penalty: 3327.928955
	Iteration 35Q: 3 clusters Score -3467769 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3467802.750000 Penalty: 3327.928955
	Iteration 36Q: 3 clusters Score -3467803 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3467842.500000 Penalty: 3327.928955
	Iteration 37Q: 3 clusters Score -3467842 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -3467872.500000 Penalty: 3327.928955
	Iteration 38Q: 3 clusters Score -3467872 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3467885.250000 Penalty: 3327.928955
	Iteration 39Q: 3 clusters Score -3467885 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3467911.500000 Penalty: 3327.928955
	Iteration 40F: 3 clusters Score -3467912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3467936.500000 Penalty: 3327.928955
	Iteration 41Q: 3 clusters Score -3467936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3467956.500000 Penalty: 3327.928955
	Iteration 42Q: 3 clusters Score -3467956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3467978.750000 Penalty: 3327.928955
	Iteration 43Q: 3 clusters Score -3467979 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -3467992.250000 Penalty: 3327.928955
	Iteration 44Q: 3 clusters Score -3467992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3467997.500000 Penalty: 3327.928955
	Iteration 45Q: 3 clusters Score -3467998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -3468005.250000 Penalty: 3327.928955
	Iteration 46Q: 3 clusters Score -3468005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3468013.250000 Penalty: 3327.928955
	Iteration 47Q: 3 clusters Score -3468013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3468016.750000 Penalty: 3327.928955
	Iteration 48Q: 3 clusters Score -3468017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3468017.000000 Penalty: 3327.928955
	Iteration 49Q: 3 clusters Score -3468017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -3468020.250000 Penalty: 3327.928955
	Iteration 50Q: 3 clusters Score -3468020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -3468025.500000 Penalty: 3327.928955
	Iteration 51Q: 3 clusters Score -3468026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -3468022.750000 Penalty: 3327.928955
	Iteration 52Q: 3 clusters Score -3468023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3468025.250000 Penalty: 3327.928955
	Iteration 53Q: 3 clusters Score -3468025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3468029.750000 Penalty: 3327.928955
	Iteration 54Q: 3 clusters Score -3468030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3468030.750000 Penalty: 3327.928955
	Iteration 55Q: 3 clusters Score -3468031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3468035.500000 Penalty: 3327.928955
	Iteration 56Q: 3 clusters Score -3468036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3468033.000000 Penalty: 3327.928955
	Iteration 57Q: 3 clusters Score -3468033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3468038.250000 Penalty: 3327.928955
	Iteration 58Q: 3 clusters Score -3468038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -3468039.000000 Penalty: 3327.928955
	Iteration 59Q: 3 clusters Score -3468039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3468041.000000 Penalty: 3327.928955
	Iteration 60F: 3 clusters Score -3468041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3468046.500000 Penalty: 3327.928955
	Iteration 61Q: 3 clusters Score -3468046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3468050.250000 Penalty: 3327.928955
	Iteration 62Q: 3 clusters Score -3468050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3468054.500000 Penalty: 3327.928955
	Iteration 63Q: 3 clusters Score -3468054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3468050.500000 Penalty: 3327.928955
	Iteration 64Q: 3 clusters Score -3468050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3468056.500000 Penalty: 3327.928955
	Iteration 65Q: 3 clusters Score -3468056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3468058.250000 Penalty: 3327.928955
	Iteration 66Q: 3 clusters Score -3468058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3468058.750000 Penalty: 3327.928955
	Iteration 67Q: 3 clusters Score -3468059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -3468058.000000 Penalty: 3327.928955
	Iteration 68Q: 3 clusters Score -3468058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3468057.000000 Penalty: 3327.928955
	Iteration 69Q: 3 clusters Score -3468057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3468056.000000 Penalty: 3327.928955
	Iteration 70Q: 3 clusters Score -3468056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3468057.000000 Penalty: 3327.928955
	Iteration 71Q: 3 clusters Score -3468057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3468054.500000 Penalty: 3327.928955
	Iteration 72Q: 3 clusters Score -3468054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3468055.750000 Penalty: 3327.928955
	Iteration 73Q: 3 clusters Score -3468056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3468055.750000 Penalty: 3327.928955
	Iteration 74F: 3 clusters Score -3468056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Entering Unmasked Estep 
Score: -988711.562500 Penalty: 1468.115601
	Iteration 0F: 2 clusters Score -988711.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -982610.437500 Penalty: 2936.231201
	Iteration 0F: 3 clusters Score -982610.4 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -984523.812500 Penalty: 2936.231201
	Iteration 1F: 3 clusters Score -984523.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -984766.312500 Penalty: 2936.231201
	Iteration 2F: 3 clusters Score -984766.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -984976.562500 Penalty: 2936.231201
	Iteration 3F: 3 clusters Score -984976.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -985164.062500 Penalty: 2936.231201
	Iteration 4Q: 3 clusters Score -985164.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -985303.562500 Penalty: 2936.231201
	Iteration 5Q: 3 clusters Score -985303.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -985444.375000 Penalty: 2936.231201
	Iteration 6Q: 3 clusters Score -985444.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -985560.375000 Penalty: 2936.231201
	Iteration 7Q: 3 clusters Score -985560.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -985677.250000 Penalty: 2936.231201
	Iteration 8Q: 3 clusters Score -985677.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -985799.562500 Penalty: 2936.231201
	Iteration 9Q: 3 clusters Score -985799.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -985943.312500 Penalty: 2936.231201
	Iteration 10Q: 3 clusters Score -985943.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -986115.625000 Penalty: 2936.231201
	Iteration 11Q: 3 clusters Score -986115.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -986308.125000 Penalty: 2936.231201
	Iteration 12Q: 3 clusters Score -986308.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -986486.500000 Penalty: 2936.231201
	Iteration 13Q: 3 clusters Score -986486.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -986638.562500 Penalty: 2936.231201
	Iteration 14Q: 3 clusters Score -986638.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -986742.437500 Penalty: 2936.231201
	Iteration 15Q: 3 clusters Score -986742.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -986824.187500 Penalty: 2936.231201
	Iteration 16Q: 3 clusters Score -986824.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -986897.000000 Penalty: 2936.231201
	Iteration 17Q: 3 clusters Score -986897 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -986949.062500 Penalty: 2936.231201
	Iteration 18Q: 3 clusters Score -986949.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -986982.437500 Penalty: 2936.231201
	Iteration 19Q: 3 clusters Score -986982.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -987005.375000 Penalty: 2936.231201
	Iteration 20F: 3 clusters Score -987005.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -987019.812500 Penalty: 2936.231201
	Iteration 21Q: 3 clusters Score -987019.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -987029.250000 Penalty: 2936.231201
	Iteration 22Q: 3 clusters Score -987029.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -987038.125000 Penalty: 2936.231201
	Iteration 23Q: 3 clusters Score -987038.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -987045.125000 Penalty: 2936.231201
	Iteration 24Q: 3 clusters Score -987045.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -987056.375000 Penalty: 2936.231201
	Iteration 25Q: 3 clusters Score -987056.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -987061.812500 Penalty: 2936.231201
	Iteration 26Q: 3 clusters Score -987061.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -987071.250000 Penalty: 2936.231201
	Iteration 27Q: 3 clusters Score -987071.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -987077.937500 Penalty: 2936.231201
	Iteration 28Q: 3 clusters Score -987077.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -987085.500000 Penalty: 2936.231201
	Iteration 29Q: 3 clusters Score -987085.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -987093.250000 Penalty: 2936.231201
	Iteration 30Q: 3 clusters Score -987093.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -987099.375000 Penalty: 2936.231201
	Iteration 31Q: 3 clusters Score -987099.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -987106.875000 Penalty: 2936.231201
	Iteration 32Q: 3 clusters Score -987106.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -987109.687500 Penalty: 2936.231201
	Iteration 33Q: 3 clusters Score -987109.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -987111.687500 Penalty: 2936.231201
	Iteration 34Q: 3 clusters Score -987111.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -987111.000000 Penalty: 2936.231201
	Iteration 35Q: 3 clusters Score -987111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -987113.125000 Penalty: 2936.231201
	Iteration 36Q: 3 clusters Score -987113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -987113.937500 Penalty: 2936.231201
	Iteration 37Q: 3 clusters Score -987113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -987112.375000 Penalty: 2936.231201
	Iteration 38Q: 3 clusters Score -987112.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -987110.750000 Penalty: 2936.231201
	Iteration 39Q: 3 clusters Score -987110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -987111.187500 Penalty: 2936.231201
	Iteration 40F: 3 clusters Score -987111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -987113.500000 Penalty: 2936.231201
	Iteration 41Q: 3 clusters Score -987113.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -987112.375000 Penalty: 2936.231201
	Iteration 42Q: 3 clusters Score -987112.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -987111.937500 Penalty: 2936.231201
	Iteration 43Q: 3 clusters Score -987111.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -987115.750000 Penalty: 2936.231201
	Iteration 44Q: 3 clusters Score -987115.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -987113.250000 Penalty: 2936.231201
	Iteration 45Q: 3 clusters Score -987113.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -987116.500000 Penalty: 2936.231201
	Iteration 46Q: 3 clusters Score -987116.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -987117.437500 Penalty: 2936.231201
	Iteration 47Q: 3 clusters Score -987117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -987117.187500 Penalty: 2936.231201
	Iteration 48Q: 3 clusters Score -987117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -987118.812500 Penalty: 2936.231201
	Iteration 49Q: 3 clusters Score -987118.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -987118.937500 Penalty: 2936.231201
	Iteration 50Q: 3 clusters Score -987118.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -987119.562500 Penalty: 2936.231201
	Iteration 51Q: 3 clusters Score -987119.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -987118.062500 Penalty: 2936.231201
	Iteration 52Q: 3 clusters Score -987118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -987117.500000 Penalty: 2936.231201
	Iteration 53Q: 3 clusters Score -987117.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -987117.500000 Penalty: 2936.231201
	Iteration 54F: 3 clusters Score -987117.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -42088.089844 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -42088.09 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 247 members 
Entering Unmasked Estep 
Score: -41217.164062 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -41217.16 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41586.871094 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -41586.87 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -41855.929688 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -41855.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -42074.929688 Penalty: 2002.392334
	Iteration 3F: 3 clusters Score -42074.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -42148.531250 Penalty: 2002.392334
	Iteration 4Q: 3 clusters Score -42148.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42276.769531 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -42276.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -42384.246094 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -42384.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42471.777344 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -42471.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -42588.175781 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -42588.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -42749.062500 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -42749.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -42867.625000 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -42867.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43218.714844 Penalty: 2002.392334
	Iteration 11Q: 3 clusters Score -43218.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43302.957031 Penalty: 2002.392334
	Iteration 12Q: 3 clusters Score -43302.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43334.246094 Penalty: 2002.392334
	Iteration 13Q: 3 clusters Score -43334.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43341.312500 Penalty: 2002.392334
	Iteration 14F: 3 clusters Score -43341.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43353.738281 Penalty: 2002.392334
	Iteration 15Q: 3 clusters Score -43353.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43355.308594 Penalty: 2002.392334
	Iteration 16Q: 3 clusters Score -43355.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43355.308594 Penalty: 2002.392334
	Iteration 17F: 3 clusters Score -43355.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8578 members 
Mstep: Class 3 contains 9681 members 
Mstep: Class 4 contains 74999 members 
Mstep: Class 5 contains 93215 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 91437 members 
Mstep: Class 8 contains 91399 members 
Mstep: Class 9 contains 17985 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 27995 members 
Mstep: Class 12 contains 8388 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 43089 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 9124 members 
Entering Unmasked Estep 
Score: -62603464.000000 Penalty: 42742.238281
Splitting cluster 13 changes total score from -62586364.000000 to -62603464.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 15 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -245373.281250 Penalty: 1250.782227
	Iteration 0F: 2 clusters Score -245373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -243193.812500 Penalty: 2501.564453
	Iteration 0F: 3 clusters Score -243193.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -243855.609375 Penalty: 2501.564453
	Iteration 1F: 3 clusters Score -243855.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -244121.953125 Penalty: 2501.564453
	Iteration 2F: 3 clusters Score -244122 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -244345.921875 Penalty: 2501.564453
	Iteration 3F: 3 clusters Score -244345.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -244556.250000 Penalty: 2501.564453
	Iteration 4F: 3 clusters Score -244556.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -244707.687500 Penalty: 2501.564453
	Iteration 5F: 3 clusters Score -244707.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -244828.078125 Penalty: 2501.564453
	Iteration 6Q: 3 clusters Score -244828.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -244891.343750 Penalty: 2501.564453
	Iteration 7Q: 3 clusters Score -244891.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -244934.640625 Penalty: 2501.564453
	Iteration 8Q: 3 clusters Score -244934.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -244962.156250 Penalty: 2501.564453
	Iteration 9Q: 3 clusters Score -244962.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -244979.031250 Penalty: 2501.564453
	Iteration 10Q: 3 clusters Score -244979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -244987.218750 Penalty: 2501.564453
	Iteration 11Q: 3 clusters Score -244987.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -244989.875000 Penalty: 2501.564453
	Iteration 12Q: 3 clusters Score -244989.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -244990.593750 Penalty: 2501.564453
	Iteration 13Q: 3 clusters Score -244990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -244990.703125 Penalty: 2501.564453
	Iteration 14Q: 3 clusters Score -244990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -244990.703125 Penalty: 2501.564453
	Iteration 15F: 3 clusters Score -244990.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Entering Unmasked Estep 
Score: -513385.718750 Penalty: 1354.974609
	Iteration 0F: 2 clusters Score -513385.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -509936.937500 Penalty: 2709.949219
	Iteration 0F: 3 clusters Score -509936.9 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -510869.843750 Penalty: 2709.949219
	Iteration 1F: 3 clusters Score -510869.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -511072.687500 Penalty: 2709.949219
	Iteration 2F: 3 clusters Score -511072.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -511241.062500 Penalty: 2709.949219
	Iteration 3F: 3 clusters Score -511241.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -511386.906250 Penalty: 2709.949219
	Iteration 4Q: 3 clusters Score -511386.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -511519.687500 Penalty: 2709.949219
	Iteration 5Q: 3 clusters Score -511519.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -511605.718750 Penalty: 2709.949219
	Iteration 6Q: 3 clusters Score -511605.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -511696.156250 Penalty: 2709.949219
	Iteration 7Q: 3 clusters Score -511696.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -511775.062500 Penalty: 2709.949219
	Iteration 8Q: 3 clusters Score -511775.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -511844.281250 Penalty: 2709.949219
	Iteration 9Q: 3 clusters Score -511844.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -511918.718750 Penalty: 2709.949219
	Iteration 10Q: 3 clusters Score -511918.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -512028.625000 Penalty: 2709.949219
	Iteration 11Q: 3 clusters Score -512028.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -512172.281250 Penalty: 2709.949219
	Iteration 12Q: 3 clusters Score -512172.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -512328.031250 Penalty: 2709.949219
	Iteration 13Q: 3 clusters Score -512328 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -512454.500000 Penalty: 2709.949219
	Iteration 14Q: 3 clusters Score -512454.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -512561.437500 Penalty: 2709.949219
	Iteration 15Q: 3 clusters Score -512561.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -512633.062500 Penalty: 2709.949219
	Iteration 16Q: 3 clusters Score -512633.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -512679.781250 Penalty: 2709.949219
	Iteration 17Q: 3 clusters Score -512679.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -512721.250000 Penalty: 2709.949219
	Iteration 18Q: 3 clusters Score -512721.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -512748.625000 Penalty: 2709.949219
	Iteration 19Q: 3 clusters Score -512748.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -512776.093750 Penalty: 2709.949219
	Iteration 20F: 3 clusters Score -512776.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -512788.718750 Penalty: 2709.949219
	Iteration 21Q: 3 clusters Score -512788.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -512798.687500 Penalty: 2709.949219
	Iteration 22Q: 3 clusters Score -512798.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -512802.156250 Penalty: 2709.949219
	Iteration 23Q: 3 clusters Score -512802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -512804.062500 Penalty: 2709.949219
	Iteration 24Q: 3 clusters Score -512804.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -512805.843750 Penalty: 2709.949219
	Iteration 25Q: 3 clusters Score -512805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -512809.000000 Penalty: 2709.949219
	Iteration 26Q: 3 clusters Score -512809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -512808.125000 Penalty: 2709.949219
	Iteration 27Q: 3 clusters Score -512808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -512808.093750 Penalty: 2709.949219
	Iteration 28Q: 3 clusters Score -512808.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -512808.093750 Penalty: 2709.949219
	Iteration 29F: 3 clusters Score -512808.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Entering Unmasked Estep 
Score: -5357698.500000 Penalty: 1734.041260
	Iteration 0F: 2 clusters Score -5357698 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 21655 members 
Entering Unmasked Estep 
Score: -5328826.500000 Penalty: 3468.082520
	Iteration 0F: 3 clusters Score -5328826 nChanged 20141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -5339972.500000 Penalty: 3468.082520
	Iteration 1F: 3 clusters Score -5339972 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -5340343.000000 Penalty: 3468.082520
	Iteration 2Q: 3 clusters Score -5340343 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -5340823.000000 Penalty: 3468.082520
	Iteration 3Q: 3 clusters Score -5340823 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -5341479.500000 Penalty: 3468.082520
	Iteration 4Q: 3 clusters Score -5341480 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -5342510.500000 Penalty: 3468.082520
	Iteration 5Q: 3 clusters Score -5342510 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -5344103.000000 Penalty: 3468.082520
	Iteration 6F: 3 clusters Score -5344103 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -5346225.500000 Penalty: 3468.082520
	Iteration 7F: 3 clusters Score -5346226 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -5348850.000000 Penalty: 3468.082520
	Iteration 8F: 3 clusters Score -5348850 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -5351424.000000 Penalty: 3468.082520
	Iteration 9F: 3 clusters Score -5351424 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -5353502.000000 Penalty: 3468.082520
	Iteration 10F: 3 clusters Score -5353502 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -5354853.500000 Penalty: 3468.082520
	Iteration 11Q: 3 clusters Score -5354854 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -5355538.500000 Penalty: 3468.082520
	Iteration 12Q: 3 clusters Score -5355538 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -5355879.000000 Penalty: 3468.082520
	Iteration 13Q: 3 clusters Score -5355879 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -5356056.500000 Penalty: 3468.082520
	Iteration 14Q: 3 clusters Score -5356056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -5356141.500000 Penalty: 3468.082520
	Iteration 15Q: 3 clusters Score -5356142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -5356206.000000 Penalty: 3468.082520
	Iteration 16Q: 3 clusters Score -5356206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -5356222.000000 Penalty: 3468.082520
	Iteration 17Q: 3 clusters Score -5356222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -5356243.000000 Penalty: 3468.082520
	Iteration 18Q: 3 clusters Score -5356243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -5356253.500000 Penalty: 3468.082520
	Iteration 19Q: 3 clusters Score -5356254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -5356260.500000 Penalty: 3468.082520
	Iteration 20F: 3 clusters Score -5356260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -5356266.000000 Penalty: 3468.082520
	Iteration 21Q: 3 clusters Score -5356266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -5356266.500000 Penalty: 3468.082520
	Iteration 22Q: 3 clusters Score -5356266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -5356266.500000 Penalty: 3468.082520
	Iteration 23F: 3 clusters Score -5356266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Entering Unmasked Estep 
Score: -1372408.375000 Penalty: 1519.673950
	Iteration 0F: 2 clusters Score -1372408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1364244.750000 Penalty: 3039.347900
	Iteration 0F: 3 clusters Score -1364245 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1366919.625000 Penalty: 3039.347900
	Iteration 1F: 3 clusters Score -1366920 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1367150.625000 Penalty: 3039.347900
	Iteration 2F: 3 clusters Score -1367151 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1367349.625000 Penalty: 3039.347900
	Iteration 3Q: 3 clusters Score -1367350 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1367554.625000 Penalty: 3039.347900
	Iteration 4Q: 3 clusters Score -1367555 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1367776.125000 Penalty: 3039.347900
	Iteration 5Q: 3 clusters Score -1367776 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1368015.500000 Penalty: 3039.347900
	Iteration 6Q: 3 clusters Score -1368016 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1368361.875000 Penalty: 3039.347900
	Iteration 7Q: 3 clusters Score -1368362 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1368842.500000 Penalty: 3039.347900
	Iteration 8F: 3 clusters Score -1368842 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1369416.500000 Penalty: 3039.347900
	Iteration 9F: 3 clusters Score -1369416 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1370015.000000 Penalty: 3039.347900
	Iteration 10F: 3 clusters Score -1370015 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1370516.000000 Penalty: 3039.347900
	Iteration 11F: 3 clusters Score -1370516 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1370911.000000 Penalty: 3039.347900
	Iteration 12Q: 3 clusters Score -1370911 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1371186.375000 Penalty: 3039.347900
	Iteration 13Q: 3 clusters Score -1371186 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1371353.250000 Penalty: 3039.347900
	Iteration 14Q: 3 clusters Score -1371353 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1371478.625000 Penalty: 3039.347900
	Iteration 15Q: 3 clusters Score -1371479 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1371556.375000 Penalty: 3039.347900
	Iteration 16Q: 3 clusters Score -1371556 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1371595.500000 Penalty: 3039.347900
	Iteration 17Q: 3 clusters Score -1371596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1371615.625000 Penalty: 3039.347900
	Iteration 18Q: 3 clusters Score -1371616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1371626.125000 Penalty: 3039.347900
	Iteration 19Q: 3 clusters Score -1371626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1371638.875000 Penalty: 3039.347900
	Iteration 20F: 3 clusters Score -1371639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1371653.625000 Penalty: 3039.347900
	Iteration 21Q: 3 clusters Score -1371654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1371656.750000 Penalty: 3039.347900
	Iteration 22Q: 3 clusters Score -1371657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1371662.750000 Penalty: 3039.347900
	Iteration 23Q: 3 clusters Score -1371663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1371668.625000 Penalty: 3039.347900
	Iteration 24Q: 3 clusters Score -1371669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1371672.250000 Penalty: 3039.347900
	Iteration 25Q: 3 clusters Score -1371672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1371676.875000 Penalty: 3039.347900
	Iteration 26Q: 3 clusters Score -1371677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1371677.625000 Penalty: 3039.347900
	Iteration 27Q: 3 clusters Score -1371678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1371677.625000 Penalty: 3039.347900
	Iteration 28Q: 3 clusters Score -1371678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1371676.000000 Penalty: 3039.347900
	Iteration 29Q: 3 clusters Score -1371676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1371678.125000 Penalty: 3039.347900
	Iteration 30Q: 3 clusters Score -1371678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1371678.125000 Penalty: 3039.347900
	Iteration 31F: 3 clusters Score -1371678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Entering Unmasked Estep 
Score: -428676.812500 Penalty: 1327.792969
	Iteration 0F: 2 clusters Score -428676.8 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 1802 members 
Entering Unmasked Estep 
Score: -425651.031250 Penalty: 2655.585938
	Iteration 0F: 3 clusters Score -425651 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -426345.000000 Penalty: 2655.585938
	Iteration 1F: 3 clusters Score -426345 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -426523.250000 Penalty: 2655.585938
	Iteration 2F: 3 clusters Score -426523.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -426680.062500 Penalty: 2655.585938
	Iteration 3F: 3 clusters Score -426680.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -426866.406250 Penalty: 2655.585938
	Iteration 4F: 3 clusters Score -426866.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -427065.968750 Penalty: 2655.585938
	Iteration 5F: 3 clusters Score -427066 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -427293.093750 Penalty: 2655.585938
	Iteration 6F: 3 clusters Score -427293.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -427546.125000 Penalty: 2655.585938
	Iteration 7F: 3 clusters Score -427546.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -427729.687500 Penalty: 2655.585938
	Iteration 8F: 3 clusters Score -427729.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -427835.625000 Penalty: 2655.585938
	Iteration 9Q: 3 clusters Score -427835.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -427900.062500 Penalty: 2655.585938
	Iteration 10Q: 3 clusters Score -427900.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -427941.468750 Penalty: 2655.585938
	Iteration 11Q: 3 clusters Score -427941.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -427971.281250 Penalty: 2655.585938
	Iteration 12Q: 3 clusters Score -427971.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -427990.968750 Penalty: 2655.585938
	Iteration 13Q: 3 clusters Score -427991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -428007.062500 Penalty: 2655.585938
	Iteration 14Q: 3 clusters Score -428007.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -428021.906250 Penalty: 2655.585938
	Iteration 15Q: 3 clusters Score -428021.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -428029.406250 Penalty: 2655.585938
	Iteration 16Q: 3 clusters Score -428029.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -428033.375000 Penalty: 2655.585938
	Iteration 17Q: 3 clusters Score -428033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -428035.687500 Penalty: 2655.585938
	Iteration 18Q: 3 clusters Score -428035.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -428037.687500 Penalty: 2655.585938
	Iteration 19Q: 3 clusters Score -428037.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -428041.593750 Penalty: 2655.585938
	Iteration 20F: 3 clusters Score -428041.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -428043.812500 Penalty: 2655.585938
	Iteration 21Q: 3 clusters Score -428043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -428045.812500 Penalty: 2655.585938
	Iteration 22Q: 3 clusters Score -428045.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -428047.656250 Penalty: 2655.585938
	Iteration 23Q: 3 clusters Score -428047.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -428048.906250 Penalty: 2655.585938
	Iteration 24Q: 3 clusters Score -428048.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -428051.625000 Penalty: 2655.585938
	Iteration 25Q: 3 clusters Score -428051.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -428053.281250 Penalty: 2655.585938
	Iteration 26Q: 3 clusters Score -428053.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -428053.687500 Penalty: 2655.585938
	Iteration 27Q: 3 clusters Score -428053.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -428053.625000 Penalty: 2655.585938
	Iteration 28Q: 3 clusters Score -428053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -428054.500000 Penalty: 2655.585938
	Iteration 29Q: 3 clusters Score -428054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -428054.218750 Penalty: 2655.585938
	Iteration 30Q: 3 clusters Score -428054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -428055.156250 Penalty: 2655.585938
	Iteration 31Q: 3 clusters Score -428055.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -428055.156250 Penalty: 2655.585938
	Iteration 32F: 3 clusters Score -428055.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Entering Unmasked Estep 
Score: -1108501.500000 Penalty: 1481.782837
	Iteration 0F: 2 clusters Score -1108502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1101910.250000 Penalty: 2963.565674
	Iteration 0F: 3 clusters Score -1101910 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1104043.000000 Penalty: 2963.565674
	Iteration 1F: 3 clusters Score -1104043 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1104315.250000 Penalty: 2963.565674
	Iteration 2F: 3 clusters Score -1104315 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1104553.750000 Penalty: 2963.565674
	Iteration 3F: 3 clusters Score -1104554 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1104784.875000 Penalty: 2963.565674
	Iteration 4Q: 3 clusters Score -1104785 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1105032.000000 Penalty: 2963.565674
	Iteration 5Q: 3 clusters Score -1105032 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1105313.500000 Penalty: 2963.565674
	Iteration 6Q: 3 clusters Score -1105314 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1105631.375000 Penalty: 2963.565674
	Iteration 7F: 3 clusters Score -1105631 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1105973.750000 Penalty: 2963.565674
	Iteration 8F: 3 clusters Score -1105974 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1106283.750000 Penalty: 2963.565674
	Iteration 9Q: 3 clusters Score -1106284 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1106532.750000 Penalty: 2963.565674
	Iteration 10Q: 3 clusters Score -1106533 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1106740.875000 Penalty: 2963.565674
	Iteration 11Q: 3 clusters Score -1106741 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1106886.125000 Penalty: 2963.565674
	Iteration 12Q: 3 clusters Score -1106886 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1107005.750000 Penalty: 2963.565674
	Iteration 13Q: 3 clusters Score -1107006 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1107071.875000 Penalty: 2963.565674
	Iteration 14Q: 3 clusters Score -1107072 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1107120.750000 Penalty: 2963.565674
	Iteration 15Q: 3 clusters Score -1107121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1107148.625000 Penalty: 2963.565674
	Iteration 16Q: 3 clusters Score -1107149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1107173.375000 Penalty: 2963.565674
	Iteration 17Q: 3 clusters Score -1107173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1107190.375000 Penalty: 2963.565674
	Iteration 18Q: 3 clusters Score -1107190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1107213.250000 Penalty: 2963.565674
	Iteration 19Q: 3 clusters Score -1107213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1107224.875000 Penalty: 2963.565674
	Iteration 20F: 3 clusters Score -1107225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1107230.500000 Penalty: 2963.565674
	Iteration 21Q: 3 clusters Score -1107230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1107235.250000 Penalty: 2963.565674
	Iteration 22Q: 3 clusters Score -1107235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1107245.375000 Penalty: 2963.565674
	Iteration 23Q: 3 clusters Score -1107245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1107250.000000 Penalty: 2963.565674
	Iteration 24Q: 3 clusters Score -1107250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1107251.375000 Penalty: 2963.565674
	Iteration 25Q: 3 clusters Score -1107251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1107251.375000 Penalty: 2963.565674
	Iteration 26F: 3 clusters Score -1107251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8578 members 
Mstep: Class 5 contains 93215 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 8 contains 91399 members 
Mstep: Class 9 contains 17985 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 27995 members 
Mstep: Class 12 contains 8388 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 43089 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 9124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62609884.000000 Penalty: 42742.238281
Iteration 39Q: 21 clusters Score -6.260988e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9484 members 
Mstep: Class 3 contains 9373 members 
Mstep: Class 4 contains 73875 members 
Mstep: Class 5 contains 92180 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 91332 members 
Mstep: Class 8 contains 91344 members 
Mstep: Class 9 contains 19179 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 28235 members 
Mstep: Class 12 contains 8363 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 4116 members 
Mstep: Class 17 contains 42771 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 3518 members 
Mstep: Class 20 contains 9113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62615012.000000 Penalty: 42742.238281
Iteration 40F: 21 clusters Score -6.261501e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 9953 members 
Mstep: Class 3 contains 9352 members 
Mstep: Class 4 contains 73593 members 
Mstep: Class 5 contains 91179 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 93014 members 
Mstep: Class 8 contains 90251 members 
Mstep: Class 9 contains 20156 members 
Mstep: Class 10 contains 3941 members 
Mstep: Class 11 contains 27782 members 
Mstep: Class 12 contains 8242 members 
Mstep: Class 13 contains 184 members 
Mstep: Class 14 contains 328 members 
Mstep: Class 15 contains 2182 members 
Mstep: Class 16 contains 3991 members 
Mstep: Class 17 contains 42470 members 
Mstep: Class 18 contains 11656 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 8992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62616980.000000 Penalty: 42742.238281
Iteration 41Q: 21 clusters Score -6.261698e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 10391 members 
Mstep: Class 3 contains 9372 members 
Mstep: Class 4 contains 73366 members 
Mstep: Class 5 contains 90246 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 89533 members 
Mstep: Class 9 contains 21165 members 
Mstep: Class 10 contains 3909 members 
Mstep: Class 11 contains 27452 members 
Mstep: Class 12 contains 8170 members 
Mstep: Class 13 contains 184 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 2192 members 
Mstep: Class 16 contains 3918 members 
Mstep: Class 17 contains 42170 members 
Mstep: Class 18 contains 11713 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 8923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62618124.000000 Penalty: 42742.238281
Iteration 42Q: 21 clusters Score -6.261812e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 10796 members 
Mstep: Class 3 contains 9422 members 
Mstep: Class 4 contains 73129 members 
Mstep: Class 5 contains 89376 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 94580 members 
Mstep: Class 8 contains 88990 members 
Mstep: Class 9 contains 22133 members 
Mstep: Class 10 contains 3897 members 
Mstep: Class 11 contains 27197 members 
Mstep: Class 12 contains 8125 members 
Mstep: Class 13 contains 184 members 
Mstep: Class 14 contains 342 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 41905 members 
Mstep: Class 18 contains 11777 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 8842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62619376.000000 Penalty: 42742.238281
Iteration 43Q: 21 clusters Score -6.261938e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 11120 members 
Mstep: Class 3 contains 9461 members 
Mstep: Class 4 contains 72943 members 
Mstep: Class 5 contains 88668 members 
Mstep: Class 6 contains 3377 members 
Mstep: Class 7 contains 95045 members 
Mstep: Class 8 contains 88565 members 
Mstep: Class 9 contains 22968 members 
Mstep: Class 10 contains 3884 members 
Mstep: Class 11 contains 26986 members 
Mstep: Class 12 contains 8088 members 
Mstep: Class 13 contains 184 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 2240 members 
Mstep: Class 16 contains 3842 members 
Mstep: Class 17 contains 41706 members 
Mstep: Class 18 contains 11843 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 20 contains 8768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62620192.000000 Penalty: 42742.238281
Iteration 44Q: 21 clusters Score -6.262019e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 9499 members 
Mstep: Class 4 contains 72779 members 
Mstep: Class 5 contains 88060 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 7 contains 95377 members 
Mstep: Class 8 contains 88253 members 
Mstep: Class 9 contains 23711 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 11 contains 26823 members 
Mstep: Class 12 contains 8070 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 3819 members 
Mstep: Class 17 contains 41502 members 
Mstep: Class 18 contains 11894 members 
Mstep: Class 19 contains 3353 members 
Mstep: Class 20 contains 8715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62620708.000000 Penalty: 42742.238281
Iteration 45Q: 21 clusters Score -6.262071e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11622 members 
Mstep: Class 3 contains 9529 members 
Mstep: Class 4 contains 72636 members 
Mstep: Class 5 contains 87503 members 
Mstep: Class 6 contains 3362 members 
Mstep: Class 7 contains 95622 members 
Mstep: Class 8 contains 88013 members 
Mstep: Class 9 contains 24401 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 26693 members 
Mstep: Class 12 contains 8050 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 3806 members 
Mstep: Class 17 contains 41335 members 
Mstep: Class 18 contains 11940 members 
Mstep: Class 19 contains 3350 members 
Mstep: Class 20 contains 8665 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 21 clusters Score -6.262122e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 11820 members 
Mstep: Class 3 contains 9544 members 
Mstep: Class 4 contains 72497 members 
Mstep: Class 5 contains 87006 members 
Mstep: Class 6 contains 3359 members 
Mstep: Class 7 contains 95822 members 
Mstep: Class 8 contains 87837 members 
Mstep: Class 9 contains 25011 members 
Mstep: Class 10 contains 3857 members 
Mstep: Class 11 contains 26597 members 
Mstep: Class 12 contains 8047 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 2283 members 
Mstep: Class 16 contains 3794 members 
Mstep: Class 17 contains 41194 members 
Mstep: Class 18 contains 11997 members 
Mstep: Class 19 contains 3343 members 
Mstep: Class 20 contains 8589 members 
Entering Unmasked Estep 
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Iteration 47Q: 21 clusters Score -6.262162e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 11992 members 
Mstep: Class 3 contains 9565 members 
Mstep: Class 4 contains 72371 members 
Mstep: Class 5 contains 86578 members 
Mstep: Class 6 contains 3355 members 
Mstep: Class 7 contains 95986 members 
Mstep: Class 8 contains 87682 members 
Mstep: Class 9 contains 25553 members 
Mstep: Class 10 contains 3857 members 
Mstep: Class 11 contains 26503 members 
Mstep: Class 12 contains 8037 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 3790 members 
Mstep: Class 17 contains 41061 members 
Mstep: Class 18 contains 12050 members 
Mstep: Class 19 contains 3343 members 
Mstep: Class 20 contains 8542 members 
Entering Unmasked Estep 
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Iteration 48Q: 21 clusters Score -6.262192e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 12131 members 
Mstep: Class 3 contains 9573 members 
Mstep: Class 4 contains 72279 members 
Mstep: Class 5 contains 86184 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 96109 members 
Mstep: Class 8 contains 87546 members 
Mstep: Class 9 contains 26061 members 
Mstep: Class 10 contains 3855 members 
Mstep: Class 11 contains 26440 members 
Mstep: Class 12 contains 8026 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 17 contains 40945 members 
Mstep: Class 18 contains 12110 members 
Mstep: Class 19 contains 3345 members 
Mstep: Class 20 contains 8482 members 
Entering Unmasked Estep 
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Iteration 49Q: 21 clusters Score -6.262201e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 12248 members 
Mstep: Class 3 contains 9574 members 
Mstep: Class 4 contains 72197 members 
Mstep: Class 5 contains 85848 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 96220 members 
Mstep: Class 8 contains 87428 members 
Mstep: Class 9 contains 26500 members 
Mstep: Class 10 contains 3853 members 
Mstep: Class 11 contains 26388 members 
Mstep: Class 12 contains 8020 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 3781 members 
Mstep: Class 17 contains 40841 members 
Mstep: Class 18 contains 12165 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 8439 members 
Entering Unmasked Estep 
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Iteration 50Q: 21 clusters Score -6.26221e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 12341 members 
Mstep: Class 3 contains 9584 members 
Mstep: Class 4 contains 72126 members 
Mstep: Class 5 contains 85567 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 96271 members 
Mstep: Class 8 contains 87345 members 
Mstep: Class 9 contains 26879 members 
Mstep: Class 10 contains 3853 members 
Mstep: Class 11 contains 26340 members 
Mstep: Class 12 contains 8020 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 3773 members 
Mstep: Class 17 contains 40771 members 
Mstep: Class 18 contains 12208 members 
Mstep: Class 19 contains 3345 members 
Mstep: Class 20 contains 8404 members 
Entering Unmasked Estep 
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Iteration 51Q: 21 clusters Score -6.262232e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 12411 members 
Mstep: Class 3 contains 9600 members 
Mstep: Class 4 contains 72071 members 
Mstep: Class 5 contains 85317 members 
Mstep: Class 6 contains 3336 members 
Mstep: Class 7 contains 96300 members 
Mstep: Class 8 contains 87280 members 
Mstep: Class 9 contains 27204 members 
Mstep: Class 10 contains 3847 members 
Mstep: Class 11 contains 26301 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 3766 members 
Mstep: Class 17 contains 40726 members 
Mstep: Class 18 contains 12249 members 
Mstep: Class 19 contains 3343 members 
Mstep: Class 20 contains 8382 members 
Entering Unmasked Estep 
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Iteration 52Q: 21 clusters Score -6.262252e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 12452 members 
Mstep: Class 3 contains 9621 members 
Mstep: Class 4 contains 72028 members 
Mstep: Class 5 contains 85123 members 
Mstep: Class 6 contains 3333 members 
Mstep: Class 7 contains 96312 members 
Mstep: Class 8 contains 87219 members 
Mstep: Class 9 contains 27485 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 26266 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 40691 members 
Mstep: Class 18 contains 12283 members 
Mstep: Class 19 contains 3340 members 
Mstep: Class 20 contains 8360 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -6.262243e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 12491 members 
Mstep: Class 3 contains 9642 members 
Mstep: Class 4 contains 71984 members 
Mstep: Class 5 contains 84946 members 
Mstep: Class 6 contains 3332 members 
Mstep: Class 7 contains 96324 members 
Mstep: Class 8 contains 87172 members 
Mstep: Class 9 contains 27751 members 
Mstep: Class 10 contains 3834 members 
Mstep: Class 11 contains 26231 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 40661 members 
Mstep: Class 18 contains 12307 members 
Mstep: Class 19 contains 3328 members 
Mstep: Class 20 contains 8347 members 
Entering Unmasked Estep 
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Iteration 54Q: 21 clusters Score -6.262249e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 12524 members 
Mstep: Class 3 contains 9665 members 
Mstep: Class 4 contains 71946 members 
Mstep: Class 5 contains 84779 members 
Mstep: Class 6 contains 3331 members 
Mstep: Class 7 contains 96328 members 
Mstep: Class 8 contains 87132 members 
Mstep: Class 9 contains 27982 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 26206 members 
Mstep: Class 12 contains 8009 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 40645 members 
Mstep: Class 18 contains 12336 members 
Mstep: Class 19 contains 3314 members 
Mstep: Class 20 contains 8328 members 
Entering Unmasked Estep 
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Iteration 55Q: 21 clusters Score -6.262242e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 12543 members 
Mstep: Class 3 contains 9684 members 
Mstep: Class 4 contains 71919 members 
Mstep: Class 5 contains 84647 members 
Mstep: Class 6 contains 3331 members 
Mstep: Class 7 contains 96328 members 
Mstep: Class 8 contains 87080 members 
Mstep: Class 9 contains 28207 members 
Mstep: Class 10 contains 3830 members 
Mstep: Class 11 contains 26187 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 3731 members 
Mstep: Class 17 contains 40622 members 
Mstep: Class 18 contains 12355 members 
Mstep: Class 19 contains 3305 members 
Mstep: Class 20 contains 8312 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -6.262248e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 12566 members 
Mstep: Class 3 contains 9718 members 
Mstep: Class 4 contains 71893 members 
Mstep: Class 5 contains 84521 members 
Mstep: Class 6 contains 3331 members 
Mstep: Class 7 contains 96319 members 
Mstep: Class 8 contains 87031 members 
Mstep: Class 9 contains 28418 members 
Mstep: Class 10 contains 3829 members 
Mstep: Class 11 contains 26159 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 186 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 2322 members 
Mstep: Class 16 contains 3726 members 
Mstep: Class 17 contains 40598 members 
Mstep: Class 18 contains 12385 members 
Mstep: Class 19 contains 3294 members 
Mstep: Class 20 contains 8283 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -6.262254e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 12578 members 
Mstep: Class 3 contains 9769 members 
Mstep: Class 4 contains 71873 members 
Mstep: Class 5 contains 84402 members 
Mstep: Class 6 contains 3331 members 
Mstep: Class 7 contains 96286 members 
Mstep: Class 8 contains 86993 members 
Mstep: Class 9 contains 28617 members 
Mstep: Class 10 contains 3829 members 
Mstep: Class 11 contains 26136 members 
Mstep: Class 12 contains 8007 members 
Mstep: Class 13 contains 186 members 
Mstep: Class 14 contains 346 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 3725 members 
Mstep: Class 17 contains 40578 members 
Mstep: Class 18 contains 12420 members 
Mstep: Class 19 contains 3277 members 
Mstep: Class 20 contains 8246 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -6.262269e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 12590 members 
Mstep: Class 3 contains 9822 members 
Mstep: Class 4 contains 71854 members 
Mstep: Class 5 contains 84282 members 
Mstep: Class 6 contains 3331 members 
Mstep: Class 7 contains 96284 members 
Mstep: Class 8 contains 86933 members 
Mstep: Class 9 contains 28803 members 
Mstep: Class 10 contains 3834 members 
Mstep: Class 11 contains 26110 members 
Mstep: Class 12 contains 8009 members 
Mstep: Class 13 contains 186 members 
Mstep: Class 14 contains 346 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 40557 members 
Mstep: Class 18 contains 12456 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 20 contains 8204 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -6.262275e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 12599 members 
Mstep: Class 3 contains 9869 members 
Mstep: Class 4 contains 71827 members 
Mstep: Class 5 contains 84172 members 
Mstep: Class 6 contains 3330 members 
Mstep: Class 7 contains 96274 members 
Mstep: Class 8 contains 86879 members 
Mstep: Class 9 contains 28982 members 
Mstep: Class 10 contains 3830 members 
Mstep: Class 11 contains 26084 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 186 members 
Mstep: Class 14 contains 346 members 
Mstep: Class 15 contains 2359 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 40545 members 
Mstep: Class 18 contains 12505 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8156 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -6.262286e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 12603 members 
Mstep: Class 3 contains 9920 members 
Mstep: Class 4 contains 71804 members 
Mstep: Class 5 contains 84070 members 
Mstep: Class 6 contains 3328 members 
Mstep: Class 7 contains 96256 members 
Mstep: Class 8 contains 86825 members 
Mstep: Class 9 contains 29154 members 
Mstep: Class 10 contains 3830 members 
Mstep: Class 11 contains 26061 members 
Mstep: Class 12 contains 8009 members 
Mstep: Class 13 contains 186 members 
Mstep: Class 14 contains 349 members 
Mstep: Class 15 contains 2362 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 40544 members 
Mstep: Class 18 contains 12563 members 
Mstep: Class 19 contains 3237 members 
Mstep: Class 20 contains 8108 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -6.2623e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 12613 members 
Mstep: Class 3 contains 9979 members 
Mstep: Class 4 contains 71782 members 
Mstep: Class 5 contains 83985 members 
Mstep: Class 6 contains 3329 members 
Mstep: Class 7 contains 96216 members 
Mstep: Class 8 contains 86793 members 
Mstep: Class 9 contains 29307 members 
Mstep: Class 10 contains 3827 members 
Mstep: Class 11 contains 26039 members 
Mstep: Class 12 contains 8006 members 
Mstep: Class 13 contains 186 members 
Mstep: Class 14 contains 350 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 40550 members 
Mstep: Class 18 contains 12623 members 
Mstep: Class 19 contains 3209 members 
Mstep: Class 20 contains 8051 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -6.26232e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 12617 members 
Mstep: Class 3 contains 10041 members 
Mstep: Class 4 contains 71752 members 
Mstep: Class 5 contains 83901 members 
Mstep: Class 6 contains 3328 members 
Mstep: Class 7 contains 96175 members 
Mstep: Class 8 contains 86762 members 
Mstep: Class 9 contains 29445 members 
Mstep: Class 10 contains 3829 members 
Mstep: Class 11 contains 26019 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 186 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 2373 members 
Mstep: Class 16 contains 3696 members 
Mstep: Class 17 contains 40563 members 
Mstep: Class 18 contains 12687 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 7997 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -6.262339e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 12625 members 
Mstep: Class 3 contains 10094 members 
Mstep: Class 4 contains 71725 members 
Mstep: Class 5 contains 83824 members 
Mstep: Class 6 contains 3327 members 
Mstep: Class 7 contains 96145 members 
Mstep: Class 8 contains 86732 members 
Mstep: Class 9 contains 29571 members 
Mstep: Class 10 contains 3826 members 
Mstep: Class 11 contains 25995 members 
Mstep: Class 12 contains 8007 members 
Mstep: Class 13 contains 186 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 2376 members 
Mstep: Class 16 contains 3690 members 
Mstep: Class 17 contains 40576 members 
Mstep: Class 18 contains 12759 members 
Mstep: Class 19 contains 3161 members 
Mstep: Class 20 contains 7941 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -6.262341e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 12632 members 
Mstep: Class 3 contains 10154 members 
Mstep: Class 4 contains 71695 members 
Mstep: Class 5 contains 83741 members 
Mstep: Class 6 contains 3328 members 
Mstep: Class 7 contains 96111 members 
Mstep: Class 8 contains 86714 members 
Mstep: Class 9 contains 29697 members 
Mstep: Class 10 contains 3824 members 
Mstep: Class 11 contains 25972 members 
Mstep: Class 12 contains 8009 members 
Mstep: Class 13 contains 187 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 3683 members 
Mstep: Class 17 contains 40589 members 
Mstep: Class 18 contains 12831 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 20 contains 7874 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -6.262346e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 12638 members 
Mstep: Class 3 contains 10226 members 
Mstep: Class 4 contains 71664 members 
Mstep: Class 5 contains 83659 members 
Mstep: Class 6 contains 3327 members 
Mstep: Class 7 contains 96064 members 
Mstep: Class 8 contains 86696 members 
Mstep: Class 9 contains 29829 members 
Mstep: Class 10 contains 3826 members 
Mstep: Class 11 contains 25955 members 
Mstep: Class 12 contains 8000 members 
Mstep: Class 13 contains 187 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 40595 members 
Mstep: Class 18 contains 12908 members 
Mstep: Class 19 contains 3110 members 
Mstep: Class 20 contains 7796 members 
Entering Unmasked Estep 
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Iteration 66Q: 21 clusters Score -6.262347e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 12634 members 
Mstep: Class 3 contains 10312 members 
Mstep: Class 4 contains 71631 members 
Mstep: Class 5 contains 83588 members 
Mstep: Class 6 contains 3326 members 
Mstep: Class 7 contains 96020 members 
Mstep: Class 8 contains 86681 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 3826 members 
Mstep: Class 11 contains 25939 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 2402 members 
Mstep: Class 16 contains 3669 members 
Mstep: Class 17 contains 40601 members 
Mstep: Class 18 contains 12968 members 
Mstep: Class 19 contains 3074 members 
Mstep: Class 20 contains 7746 members 
Entering Unmasked Estep 
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Iteration 67Q: 21 clusters Score -6.262361e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 12632 members 
Mstep: Class 3 contains 10427 members 
Mstep: Class 4 contains 71610 members 
Mstep: Class 5 contains 83527 members 
Mstep: Class 6 contains 3324 members 
Mstep: Class 7 contains 95946 members 
Mstep: Class 8 contains 86673 members 
Mstep: Class 9 contains 30051 members 
Mstep: Class 10 contains 3828 members 
Mstep: Class 11 contains 25920 members 
Mstep: Class 12 contains 7982 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 2410 members 
Mstep: Class 16 contains 3665 members 
Mstep: Class 17 contains 40613 members 
Mstep: Class 18 contains 13029 members 
Mstep: Class 19 contains 3024 members 
Mstep: Class 20 contains 7689 members 
Entering Unmasked Estep 
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Iteration 68Q: 21 clusters Score -6.262363e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 12636 members 
Mstep: Class 3 contains 10559 members 
Mstep: Class 4 contains 71593 members 
Mstep: Class 5 contains 83463 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 95878 members 
Mstep: Class 8 contains 86649 members 
Mstep: Class 9 contains 30162 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 25911 members 
Mstep: Class 12 contains 7976 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 40611 members 
Mstep: Class 18 contains 13083 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 7630 members 
Entering Unmasked Estep 
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Iteration 69Q: 21 clusters Score -6.262388e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 12640 members 
Mstep: Class 3 contains 10714 members 
Mstep: Class 4 contains 71562 members 
Mstep: Class 5 contains 83411 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 95824 members 
Mstep: Class 8 contains 86637 members 
Mstep: Class 9 contains 30237 members 
Mstep: Class 10 contains 3832 members 
Mstep: Class 11 contains 25893 members 
Mstep: Class 12 contains 7974 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 16 contains 3647 members 
Mstep: Class 17 contains 40610 members 
Mstep: Class 18 contains 13134 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 7575 members 
Entering Unmasked Estep 
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Iteration 70Q: 21 clusters Score -6.262421e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 12636 members 
Mstep: Class 3 contains 10876 members 
Mstep: Class 4 contains 71534 members 
Mstep: Class 5 contains 83368 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 95757 members 
Mstep: Class 8 contains 86611 members 
Mstep: Class 9 contains 30298 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 25866 members 
Mstep: Class 12 contains 7970 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 2414 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 17 contains 40615 members 
Mstep: Class 18 contains 13182 members 
Mstep: Class 19 contains 2862 members 
Mstep: Class 20 contains 7525 members 
Entering Unmasked Estep 
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Iteration 71Q: 21 clusters Score -6.262445e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 12645 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 71506 members 
Mstep: Class 5 contains 83345 members 
Mstep: Class 6 contains 3316 members 
Mstep: Class 7 contains 95673 members 
Mstep: Class 8 contains 86587 members 
Mstep: Class 9 contains 30348 members 
Mstep: Class 10 contains 3836 members 
Mstep: Class 11 contains 25833 members 
Mstep: Class 12 contains 7970 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 40604 members 
Mstep: Class 18 contains 13235 members 
Mstep: Class 19 contains 2853 members 
Mstep: Class 20 contains 7478 members 
Entering Unmasked Estep 
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Iteration 72Q: 21 clusters Score -6.262449e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 12648 members 
Mstep: Class 3 contains 11150 members 
Mstep: Class 4 contains 71482 members 
Mstep: Class 5 contains 83321 members 
Mstep: Class 6 contains 3318 members 
Mstep: Class 7 contains 95597 members 
Mstep: Class 8 contains 86575 members 
Mstep: Class 9 contains 30382 members 
Mstep: Class 10 contains 3836 members 
Mstep: Class 11 contains 25805 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 2414 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 40600 members 
Mstep: Class 18 contains 13287 members 
Mstep: Class 19 contains 2854 members 
Mstep: Class 20 contains 7435 members 
Entering Unmasked Estep 
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Iteration 73Q: 21 clusters Score -6.262461e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 12657 members 
Mstep: Class 3 contains 11245 members 
Mstep: Class 4 contains 71445 members 
Mstep: Class 5 contains 83291 members 
Mstep: Class 6 contains 3318 members 
Mstep: Class 7 contains 95537 members 
Mstep: Class 8 contains 86574 members 
Mstep: Class 9 contains 30420 members 
Mstep: Class 10 contains 3839 members 
Mstep: Class 11 contains 25778 members 
Mstep: Class 12 contains 7957 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 40596 members 
Mstep: Class 18 contains 13345 members 
Mstep: Class 19 contains 2862 members 
Mstep: Class 20 contains 7382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62624708.000000 Penalty: 42742.238281
Iteration 74Q: 21 clusters Score -6.262471e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 12666 members 
Mstep: Class 3 contains 11312 members 
Mstep: Class 4 contains 71420 members 
Mstep: Class 5 contains 83265 members 
Mstep: Class 6 contains 3318 members 
Mstep: Class 7 contains 95493 members 
Mstep: Class 8 contains 86568 members 
Mstep: Class 9 contains 30449 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25760 members 
Mstep: Class 12 contains 7961 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 352 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 16 contains 3626 members 
Mstep: Class 17 contains 40592 members 
Mstep: Class 18 contains 13384 members 
Mstep: Class 19 contains 2872 members 
Mstep: Class 20 contains 7341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62624676.000000 Penalty: 42742.238281
Iteration 75Q: 21 clusters Score -6.262468e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 12672 members 
Mstep: Class 3 contains 11364 members 
Mstep: Class 4 contains 71396 members 
Mstep: Class 5 contains 83239 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 95450 members 
Mstep: Class 8 contains 86569 members 
Mstep: Class 9 contains 30477 members 
Mstep: Class 10 contains 3842 members 
Mstep: Class 11 contains 25748 members 
Mstep: Class 12 contains 7960 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2417 members 
Mstep: Class 16 contains 3624 members 
Mstep: Class 17 contains 40587 members 
Mstep: Class 18 contains 13425 members 
Mstep: Class 19 contains 2891 members 
Mstep: Class 20 contains 7305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62624720.000000 Penalty: 42742.238281
Iteration 76Q: 21 clusters Score -6.262472e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 12679 members 
Mstep: Class 3 contains 11418 members 
Mstep: Class 4 contains 71379 members 
Mstep: Class 5 contains 83215 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 95399 members 
Mstep: Class 8 contains 86572 members 
Mstep: Class 9 contains 30508 members 
Mstep: Class 10 contains 3842 members 
Mstep: Class 11 contains 25740 members 
Mstep: Class 12 contains 7961 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2418 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 40589 members 
Mstep: Class 18 contains 13465 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 7263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62624708.000000 Penalty: 42742.238281
Iteration 77Q: 21 clusters Score -6.262471e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 12687 members 
Mstep: Class 3 contains 11441 members 
Mstep: Class 4 contains 71369 members 
Mstep: Class 5 contains 83199 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 95368 members 
Mstep: Class 8 contains 86574 members 
Mstep: Class 9 contains 30530 members 
Mstep: Class 10 contains 3841 members 
Mstep: Class 11 contains 25741 members 
Mstep: Class 12 contains 7967 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 3620 members 
Mstep: Class 17 contains 40585 members 
Mstep: Class 18 contains 13498 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 7224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62624824.000000 Penalty: 42742.238281
Iteration 78Q: 21 clusters Score -6.262482e+07 nChanged 154
Entering ConstructFrom: 
Score: -62624824.000000 Penalty: 42742.238281
Entering ConstructFrom: 
Trying to split cluster 1 (11904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Entering Unmasked Estep 
Score: -1502486.250000 Penalty: 1525.002441
	Iteration 0F: 2 clusters Score -1502486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1494123.250000 Penalty: 3050.004883
	Iteration 0F: 3 clusters Score -1494123 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1497108.625000 Penalty: 3050.004883
	Iteration 1F: 3 clusters Score -1497109 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1497706.625000 Penalty: 3050.004883
	Iteration 2F: 3 clusters Score -1497707 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1498549.500000 Penalty: 3050.004883
	Iteration 3F: 3 clusters Score -1498550 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1499728.625000 Penalty: 3050.004883
	Iteration 4F: 3 clusters Score -1499729 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1500847.500000 Penalty: 3050.004883
	Iteration 5F: 3 clusters Score -1500848 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1501668.625000 Penalty: 3050.004883
	Iteration 6F: 3 clusters Score -1501669 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1502229.625000 Penalty: 3050.004883
	Iteration 7F: 3 clusters Score -1502230 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1502523.875000 Penalty: 3050.004883
	Iteration 8Q: 3 clusters Score -1502524 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1502692.000000 Penalty: 3050.004883
	Iteration 9Q: 3 clusters Score -1502692 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1502784.250000 Penalty: 3050.004883
	Iteration 10Q: 3 clusters Score -1502784 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1502839.500000 Penalty: 3050.004883
	Iteration 11Q: 3 clusters Score -1502840 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1502870.875000 Penalty: 3050.004883
	Iteration 12Q: 3 clusters Score -1502871 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1502903.625000 Penalty: 3050.004883
	Iteration 13Q: 3 clusters Score -1502904 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1502924.625000 Penalty: 3050.004883
	Iteration 14Q: 3 clusters Score -1502925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1502931.625000 Penalty: 3050.004883
	Iteration 15Q: 3 clusters Score -1502932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1502936.250000 Penalty: 3050.004883
	Iteration 16Q: 3 clusters Score -1502936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1502939.000000 Penalty: 3050.004883
	Iteration 17Q: 3 clusters Score -1502939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1502946.000000 Penalty: 3050.004883
	Iteration 18Q: 3 clusters Score -1502946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1502950.000000 Penalty: 3050.004883
	Iteration 19Q: 3 clusters Score -1502950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1502953.250000 Penalty: 3050.004883
	Iteration 20F: 3 clusters Score -1502953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1502957.000000 Penalty: 3050.004883
	Iteration 21Q: 3 clusters Score -1502957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1502958.000000 Penalty: 3050.004883
	Iteration 22Q: 3 clusters Score -1502958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1502962.000000 Penalty: 3050.004883
	Iteration 23Q: 3 clusters Score -1502962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1502962.250000 Penalty: 3050.004883
	Iteration 24Q: 3 clusters Score -1502962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1502965.375000 Penalty: 3050.004883
	Iteration 25Q: 3 clusters Score -1502965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1502962.875000 Penalty: 3050.004883
	Iteration 26Q: 3 clusters Score -1502963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1502961.500000 Penalty: 3050.004883
	Iteration 27Q: 3 clusters Score -1502962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1502965.750000 Penalty: 3050.004883
	Iteration 28Q: 3 clusters Score -1502966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1502968.625000 Penalty: 3050.004883
	Iteration 29Q: 3 clusters Score -1502969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1502966.125000 Penalty: 3050.004883
	Iteration 30Q: 3 clusters Score -1502966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1502968.500000 Penalty: 3050.004883
	Iteration 31Q: 3 clusters Score -1502968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1502967.125000 Penalty: 3050.004883
	Iteration 32Q: 3 clusters Score -1502967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1502967.250000 Penalty: 3050.004883
	Iteration 33Q: 3 clusters Score -1502967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1502965.250000 Penalty: 3050.004883
	Iteration 34Q: 3 clusters Score -1502965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1502966.750000 Penalty: 3050.004883
	Iteration 35Q: 3 clusters Score -1502967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1502968.000000 Penalty: 3050.004883
	Iteration 36Q: 3 clusters Score -1502968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1502965.750000 Penalty: 3050.004883
	Iteration 37Q: 3 clusters Score -1502966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1502967.375000 Penalty: 3050.004883
	Iteration 38Q: 3 clusters Score -1502967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1502971.125000 Penalty: 3050.004883
	Iteration 39Q: 3 clusters Score -1502971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1502967.750000 Penalty: 3050.004883
	Iteration 40F: 3 clusters Score -1502968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1502969.875000 Penalty: 3050.004883
	Iteration 41Q: 3 clusters Score -1502970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1502970.875000 Penalty: 3050.004883
	Iteration 42Q: 3 clusters Score -1502971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1502970.875000 Penalty: 3050.004883
	Iteration 43Q: 3 clusters Score -1502971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1502970.625000 Penalty: 3050.004883
	Iteration 44Q: 3 clusters Score -1502971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1502970.625000 Penalty: 3050.004883
	Iteration 45F: 3 clusters Score -1502971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 12695 members 
Mstep: Class 3 contains 11460 members 
Mstep: Class 4 contains 71364 members 
Mstep: Class 5 contains 83184 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 95338 members 
Mstep: Class 8 contains 86574 members 
Mstep: Class 9 contains 30555 members 
Mstep: Class 10 contains 3842 members 
Mstep: Class 11 contains 25739 members 
Mstep: Class 12 contains 7967 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 3621 members 
Mstep: Class 17 contains 40585 members 
Mstep: Class 18 contains 13534 members 
Mstep: Class 19 contains 2891 members 
Mstep: Class 20 contains 7186 members 
Mstep: Class 21 contains 8459 members 
Entering Unmasked Estep 
Score: -62624556.000000 Penalty: 44879.351562
Splitting cluster 1 changes total score from -62624824.000000 to -62624556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (12695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Entering Unmasked Estep 
Score: -1614889.250000 Penalty: 1535.456543
	Iteration 0F: 2 clusters Score -1614889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1605912.500000 Penalty: 3070.913086
	Iteration 0F: 3 clusters Score -1605912 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1608904.125000 Penalty: 3070.913086
	Iteration 1F: 3 clusters Score -1608904 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1609169.625000 Penalty: 3070.913086
	Iteration 2F: 3 clusters Score -1609170 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1609380.125000 Penalty: 3070.913086
	Iteration 3Q: 3 clusters Score -1609380 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1609543.875000 Penalty: 3070.913086
	Iteration 4Q: 3 clusters Score -1609544 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1609714.750000 Penalty: 3070.913086
	Iteration 5Q: 3 clusters Score -1609715 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1609911.750000 Penalty: 3070.913086
	Iteration 6Q: 3 clusters Score -1609912 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1610174.375000 Penalty: 3070.913086
	Iteration 7Q: 3 clusters Score -1610174 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1610505.250000 Penalty: 3070.913086
	Iteration 8Q: 3 clusters Score -1610505 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1610883.000000 Penalty: 3070.913086
	Iteration 9Q: 3 clusters Score -1610883 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1611380.250000 Penalty: 3070.913086
	Iteration 10F: 3 clusters Score -1611380 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1611884.875000 Penalty: 3070.913086
	Iteration 11Q: 3 clusters Score -1611885 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1612346.125000 Penalty: 3070.913086
	Iteration 12Q: 3 clusters Score -1612346 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1612701.375000 Penalty: 3070.913086
	Iteration 13Q: 3 clusters Score -1612701 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1612957.125000 Penalty: 3070.913086
	Iteration 14Q: 3 clusters Score -1612957 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1613161.750000 Penalty: 3070.913086
	Iteration 15Q: 3 clusters Score -1613162 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1613300.500000 Penalty: 3070.913086
	Iteration 16Q: 3 clusters Score -1613300 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1613390.500000 Penalty: 3070.913086
	Iteration 17Q: 3 clusters Score -1613390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1613447.125000 Penalty: 3070.913086
	Iteration 18Q: 3 clusters Score -1613447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1613492.500000 Penalty: 3070.913086
	Iteration 19Q: 3 clusters Score -1613492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1613524.875000 Penalty: 3070.913086
	Iteration 20F: 3 clusters Score -1613525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1613533.000000 Penalty: 3070.913086
	Iteration 21Q: 3 clusters Score -1613533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1613546.250000 Penalty: 3070.913086
	Iteration 22Q: 3 clusters Score -1613546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1613561.750000 Penalty: 3070.913086
	Iteration 23Q: 3 clusters Score -1613562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1613562.750000 Penalty: 3070.913086
	Iteration 24Q: 3 clusters Score -1613563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1613571.250000 Penalty: 3070.913086
	Iteration 25Q: 3 clusters Score -1613571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1613587.125000 Penalty: 3070.913086
	Iteration 26Q: 3 clusters Score -1613587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1613597.750000 Penalty: 3070.913086
	Iteration 27Q: 3 clusters Score -1613598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1613605.250000 Penalty: 3070.913086
	Iteration 28Q: 3 clusters Score -1613605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1613608.375000 Penalty: 3070.913086
	Iteration 29Q: 3 clusters Score -1613608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1613609.875000 Penalty: 3070.913086
	Iteration 30Q: 3 clusters Score -1613610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1613613.500000 Penalty: 3070.913086
	Iteration 31Q: 3 clusters Score -1613614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1613619.125000 Penalty: 3070.913086
	Iteration 32Q: 3 clusters Score -1613619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1613619.125000 Penalty: 3070.913086
	Iteration 33Q: 3 clusters Score -1613619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1613619.125000 Penalty: 3070.913086
	Iteration 34F: 3 clusters Score -1613619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Entering Unmasked Estep 
Score: -1410204.750000 Penalty: 1518.825317
	Iteration 0F: 2 clusters Score -1410205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1402179.500000 Penalty: 3037.650635
	Iteration 0F: 3 clusters Score -1402180 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1404865.875000 Penalty: 3037.650635
	Iteration 1F: 3 clusters Score -1404866 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1405198.500000 Penalty: 3037.650635
	Iteration 2F: 3 clusters Score -1405198 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1405538.875000 Penalty: 3037.650635
	Iteration 3F: 3 clusters Score -1405539 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1405858.625000 Penalty: 3037.650635
	Iteration 4F: 3 clusters Score -1405859 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1406148.750000 Penalty: 3037.650635
	Iteration 5Q: 3 clusters Score -1406149 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1406421.750000 Penalty: 3037.650635
	Iteration 6Q: 3 clusters Score -1406422 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1406664.250000 Penalty: 3037.650635
	Iteration 7Q: 3 clusters Score -1406664 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1406942.500000 Penalty: 3037.650635
	Iteration 8Q: 3 clusters Score -1406942 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1407241.125000 Penalty: 3037.650635
	Iteration 9Q: 3 clusters Score -1407241 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1407604.125000 Penalty: 3037.650635
	Iteration 10Q: 3 clusters Score -1407604 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1407982.500000 Penalty: 3037.650635
	Iteration 11Q: 3 clusters Score -1407982 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1408348.125000 Penalty: 3037.650635
	Iteration 12Q: 3 clusters Score -1408348 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1408712.000000 Penalty: 3037.650635
	Iteration 13Q: 3 clusters Score -1408712 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1409081.000000 Penalty: 3037.650635
	Iteration 14Q: 3 clusters Score -1409081 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1409350.875000 Penalty: 3037.650635
	Iteration 15Q: 3 clusters Score -1409351 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1409537.625000 Penalty: 3037.650635
	Iteration 16Q: 3 clusters Score -1409538 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1409684.875000 Penalty: 3037.650635
	Iteration 17Q: 3 clusters Score -1409685 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1409776.375000 Penalty: 3037.650635
	Iteration 18Q: 3 clusters Score -1409776 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1409838.500000 Penalty: 3037.650635
	Iteration 19Q: 3 clusters Score -1409838 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1409881.125000 Penalty: 3037.650635
	Iteration 20F: 3 clusters Score -1409881 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1409911.625000 Penalty: 3037.650635
	Iteration 21Q: 3 clusters Score -1409912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1409926.500000 Penalty: 3037.650635
	Iteration 22Q: 3 clusters Score -1409926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1409941.000000 Penalty: 3037.650635
	Iteration 23Q: 3 clusters Score -1409941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1409956.500000 Penalty: 3037.650635
	Iteration 24Q: 3 clusters Score -1409956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1409972.125000 Penalty: 3037.650635
	Iteration 25Q: 3 clusters Score -1409972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1409989.750000 Penalty: 3037.650635
	Iteration 26Q: 3 clusters Score -1409990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1410024.250000 Penalty: 3037.650635
	Iteration 27Q: 3 clusters Score -1410024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1410083.500000 Penalty: 3037.650635
	Iteration 28Q: 3 clusters Score -1410084 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1410152.875000 Penalty: 3037.650635
	Iteration 29Q: 3 clusters Score -1410153 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1410280.625000 Penalty: 3037.650635
	Iteration 30Q: 3 clusters Score -1410281 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1410421.250000 Penalty: 3037.650635
	Iteration 31Q: 3 clusters Score -1410421 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1410542.625000 Penalty: 3037.650635
	Iteration 32Q: 3 clusters Score -1410543 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1410630.500000 Penalty: 3037.650635
	Iteration 33Q: 3 clusters Score -1410630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1410675.000000 Penalty: 3037.650635
	Iteration 34Q: 3 clusters Score -1410675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1410698.000000 Penalty: 3037.650635
	Iteration 35Q: 3 clusters Score -1410698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1410720.875000 Penalty: 3037.650635
	Iteration 36Q: 3 clusters Score -1410721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1410753.875000 Penalty: 3037.650635
	Iteration 37Q: 3 clusters Score -1410754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1410755.875000 Penalty: 3037.650635
	Iteration 38Q: 3 clusters Score -1410756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1410758.875000 Penalty: 3037.650635
	Iteration 39Q: 3 clusters Score -1410759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1410815.500000 Penalty: 3037.650635
	Iteration 40F: 3 clusters Score -1410816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1410829.500000 Penalty: 3037.650635
	Iteration 41Q: 3 clusters Score -1410830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1410834.125000 Penalty: 3037.650635
	Iteration 42Q: 3 clusters Score -1410834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1410836.000000 Penalty: 3037.650635
	Iteration 43Q: 3 clusters Score -1410836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1410834.750000 Penalty: 3037.650635
	Iteration 44Q: 3 clusters Score -1410835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1410834.375000 Penalty: 3037.650635
	Iteration 45Q: 3 clusters Score -1410834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1410836.000000 Penalty: 3037.650635
	Iteration 46Q: 3 clusters Score -1410836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1410836.000000 Penalty: 3037.650635
	Iteration 47F: 3 clusters Score -1410836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 12695 members 
Mstep: Class 3 contains 7439 members 
Mstep: Class 4 contains 71364 members 
Mstep: Class 5 contains 83184 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 95338 members 
Mstep: Class 8 contains 86574 members 
Mstep: Class 9 contains 30555 members 
Mstep: Class 10 contains 3842 members 
Mstep: Class 11 contains 25739 members 
Mstep: Class 12 contains 7967 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 3621 members 
Mstep: Class 17 contains 40585 members 
Mstep: Class 18 contains 13534 members 
Mstep: Class 19 contains 2891 members 
Mstep: Class 20 contains 7186 members 
Mstep: Class 21 contains 4021 members 
Entering Unmasked Estep 
Score: -62624920.000000 Penalty: 44879.351562
Splitting cluster 3 changes total score from -62624824.000000 to -62624920.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (71364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71364 members 
Entering Unmasked Estep 
Score: -8992528.000000 Penalty: 1816.026611
	Iteration 0F: 2 clusters Score -8992528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -8946599.000000 Penalty: 3632.053223
	Iteration 0F: 3 clusters Score -8946599 nChanged 33727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -8965631.000000 Penalty: 3632.053223
	Iteration 1F: 3 clusters Score -8965631 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -8966027.000000 Penalty: 3632.053223
	Iteration 2Q: 3 clusters Score -8966027 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -8966410.000000 Penalty: 3632.053223
	Iteration 3Q: 3 clusters Score -8966410 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -8967003.000000 Penalty: 3632.053223
	Iteration 4Q: 3 clusters Score -8967003 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -8967770.000000 Penalty: 3632.053223
	Iteration 5Q: 3 clusters Score -8967770 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -8969030.000000 Penalty: 3632.053223
	Iteration 6Q: 3 clusters Score -8969030 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -8971420.000000 Penalty: 3632.053223
	Iteration 7F: 3 clusters Score -8971420 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -8975365.000000 Penalty: 3632.053223
	Iteration 8F: 3 clusters Score -8975365 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -8980724.000000 Penalty: 3632.053223
	Iteration 9F: 3 clusters Score -8980724 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -8985654.000000 Penalty: 3632.053223
	Iteration 10F: 3 clusters Score -8985654 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8988823.000000 Penalty: 3632.053223
	Iteration 11Q: 3 clusters Score -8988823 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8990253.000000 Penalty: 3632.053223
	Iteration 12Q: 3 clusters Score -8990253 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8990667.000000 Penalty: 3632.053223
	Iteration 13Q: 3 clusters Score -8990667 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8990818.000000 Penalty: 3632.053223
	Iteration 14Q: 3 clusters Score -8990818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8990881.000000 Penalty: 3632.053223
	Iteration 15Q: 3 clusters Score -8990881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8990903.000000 Penalty: 3632.053223
	Iteration 16Q: 3 clusters Score -8990903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8990923.000000 Penalty: 3632.053223
	Iteration 17Q: 3 clusters Score -8990923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8990934.000000 Penalty: 3632.053223
	Iteration 18Q: 3 clusters Score -8990934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8990947.000000 Penalty: 3632.053223
	Iteration 19Q: 3 clusters Score -8990947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8990947.000000 Penalty: 3632.053223
	Iteration 20F: 3 clusters Score -8990947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8990953.000000 Penalty: 3632.053223
	Iteration 21Q: 3 clusters Score -8990953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8990953.000000 Penalty: 3632.053223
	Iteration 22F: 3 clusters Score -8990953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (83184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83184 members 
Entering Unmasked Estep 
Score: -10275637.000000 Penalty: 1840.931763
	Iteration 0F: 2 clusters Score -1.027564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -10224192.000000 Penalty: 3681.863525
	Iteration 0F: 3 clusters Score -1.022419e+07 nChanged 39701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -10247541.000000 Penalty: 3681.863525
	Iteration 1F: 3 clusters Score -1.024754e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -10248610.000000 Penalty: 3681.863525
	Iteration 2Q: 3 clusters Score -1.024861e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -10250055.000000 Penalty: 3681.863525
	Iteration 3Q: 3 clusters Score -1.025006e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -10252453.000000 Penalty: 3681.863525
	Iteration 4F: 3 clusters Score -1.025245e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -10256168.000000 Penalty: 3681.863525
	Iteration 5F: 3 clusters Score -1.025617e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -10261342.000000 Penalty: 3681.863525
	Iteration 6F: 3 clusters Score -1.026134e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -10266655.000000 Penalty: 3681.863525
	Iteration 7F: 3 clusters Score -1.026666e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 77460 members 
Entering Unmasked Estep 
Score: -10270394.000000 Penalty: 3681.863525
	Iteration 8F: 3 clusters Score -1.027039e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
Score: -10272346.000000 Penalty: 3681.863525
	Iteration 9Q: 3 clusters Score -1.027235e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
Score: -10273257.000000 Penalty: 3681.863525
	Iteration 10Q: 3 clusters Score -1.027326e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
Score: -10273694.000000 Penalty: 3681.863525
	Iteration 11Q: 3 clusters Score -1.027369e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 82722 members 
Entering Unmasked Estep 
Score: -10273895.000000 Penalty: 3681.863525
	Iteration 12Q: 3 clusters Score -1.02739e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -10273996.000000 Penalty: 3681.863525
	Iteration 13Q: 3 clusters Score -1.0274e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 82895 members 
Entering Unmasked Estep 
Score: -10274066.000000 Penalty: 3681.863525
	Iteration 14Q: 3 clusters Score -1.027407e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 82944 members 
Entering Unmasked Estep 
Score: -10274139.000000 Penalty: 3681.863525
	Iteration 15Q: 3 clusters Score -1.027414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 82962 members 
Entering Unmasked Estep 
Score: -10274172.000000 Penalty: 3681.863525
	Iteration 16Q: 3 clusters Score -1.027417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 82974 members 
Entering Unmasked Estep 
Score: -10274197.000000 Penalty: 3681.863525
	Iteration 17Q: 3 clusters Score -1.02742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -10274213.000000 Penalty: 3681.863525
	Iteration 18Q: 3 clusters Score -1.027421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -10274211.000000 Penalty: 3681.863525
	Iteration 19Q: 3 clusters Score -1.027421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -10274229.000000 Penalty: 3681.863525
	Iteration 20F: 3 clusters Score -1.027423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -10274251.000000 Penalty: 3681.863525
	Iteration 21Q: 3 clusters Score -1.027425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 82985 members 
Entering Unmasked Estep 
Score: -10274246.000000 Penalty: 3681.863525
	Iteration 22Q: 3 clusters Score -1.027425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 82986 members 
Entering Unmasked Estep 
Score: -10274251.000000 Penalty: 3681.863525
	Iteration 23Q: 3 clusters Score -1.027425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 82986 members 
Entering Unmasked Estep 
Score: -10274251.000000 Penalty: 3681.863525
	Iteration 24F: 3 clusters Score -1.027425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -399941.343750 Penalty: 1317.357666
	Iteration 0F: 2 clusters Score -399941.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -396983.500000 Penalty: 2634.715332
	Iteration 0F: 3 clusters Score -396983.5 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -397765.406250 Penalty: 2634.715332
	Iteration 1F: 3 clusters Score -397765.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -397916.093750 Penalty: 2634.715332
	Iteration 2F: 3 clusters Score -397916.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -398040.312500 Penalty: 2634.715332
	Iteration 3F: 3 clusters Score -398040.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -398133.937500 Penalty: 2634.715332
	Iteration 4Q: 3 clusters Score -398133.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -398232.062500 Penalty: 2634.715332
	Iteration 5Q: 3 clusters Score -398232.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -398303.281250 Penalty: 2634.715332
	Iteration 6Q: 3 clusters Score -398303.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -398360.000000 Penalty: 2634.715332
	Iteration 7Q: 3 clusters Score -398360 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -398416.781250 Penalty: 2634.715332
	Iteration 8Q: 3 clusters Score -398416.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -398470.875000 Penalty: 2634.715332
	Iteration 9Q: 3 clusters Score -398470.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -398514.093750 Penalty: 2634.715332
	Iteration 10Q: 3 clusters Score -398514.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -398561.687500 Penalty: 2634.715332
	Iteration 11Q: 3 clusters Score -398561.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -398604.656250 Penalty: 2634.715332
	Iteration 12Q: 3 clusters Score -398604.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -398630.218750 Penalty: 2634.715332
	Iteration 13Q: 3 clusters Score -398630.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -398650.468750 Penalty: 2634.715332
	Iteration 14Q: 3 clusters Score -398650.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -398660.812500 Penalty: 2634.715332
	Iteration 15Q: 3 clusters Score -398660.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -398670.625000 Penalty: 2634.715332
	Iteration 16Q: 3 clusters Score -398670.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -398682.875000 Penalty: 2634.715332
	Iteration 17Q: 3 clusters Score -398682.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -398697.750000 Penalty: 2634.715332
	Iteration 18Q: 3 clusters Score -398697.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -398710.218750 Penalty: 2634.715332
	Iteration 19Q: 3 clusters Score -398710.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -398721.093750 Penalty: 2634.715332
	Iteration 20F: 3 clusters Score -398721.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -398727.875000 Penalty: 2634.715332
	Iteration 21Q: 3 clusters Score -398727.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -398732.468750 Penalty: 2634.715332
	Iteration 22Q: 3 clusters Score -398732.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -398734.156250 Penalty: 2634.715332
	Iteration 23Q: 3 clusters Score -398734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -398735.218750 Penalty: 2634.715332
	Iteration 24Q: 3 clusters Score -398735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -398736.343750 Penalty: 2634.715332
	Iteration 25Q: 3 clusters Score -398736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -398738.281250 Penalty: 2634.715332
	Iteration 26Q: 3 clusters Score -398738.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -398740.968750 Penalty: 2634.715332
	Iteration 27Q: 3 clusters Score -398741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -398742.000000 Penalty: 2634.715332
	Iteration 28Q: 3 clusters Score -398742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -398743.218750 Penalty: 2634.715332
	Iteration 29Q: 3 clusters Score -398743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -398747.187500 Penalty: 2634.715332
	Iteration 30Q: 3 clusters Score -398747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -398752.093750 Penalty: 2634.715332
	Iteration 31Q: 3 clusters Score -398752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -398758.531250 Penalty: 2634.715332
	Iteration 32Q: 3 clusters Score -398758.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -398762.812500 Penalty: 2634.715332
	Iteration 33Q: 3 clusters Score -398762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -398766.562500 Penalty: 2634.715332
	Iteration 34Q: 3 clusters Score -398766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -398768.312500 Penalty: 2634.715332
	Iteration 35Q: 3 clusters Score -398768.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -398768.312500 Penalty: 2634.715332
	Iteration 36F: 3 clusters Score -398768.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (95338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95338 members 
Entering Unmasked Estep 
Score: -11804837.000000 Penalty: 1863.092407
	Iteration 0F: 2 clusters Score -1.180484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -11751876.000000 Penalty: 3726.184814
	Iteration 0F: 3 clusters Score -1.175188e+07 nChanged 45495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -11778536.000000 Penalty: 3726.184814
	Iteration 1F: 3 clusters Score -1.177854e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -11779437.000000 Penalty: 3726.184814
	Iteration 2Q: 3 clusters Score -1.177944e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -11780632.000000 Penalty: 3726.184814
	Iteration 3Q: 3 clusters Score -1.178063e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -11782440.000000 Penalty: 3726.184814
	Iteration 4Q: 3 clusters Score -1.178244e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -11784906.000000 Penalty: 3726.184814
	Iteration 5F: 3 clusters Score -1.178491e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -11788211.000000 Penalty: 3726.184814
	Iteration 6F: 3 clusters Score -1.178821e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -11791899.000000 Penalty: 3726.184814
	Iteration 7F: 3 clusters Score -1.17919e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -11795062.000000 Penalty: 3726.184814
	Iteration 8F: 3 clusters Score -1.179506e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -11797172.000000 Penalty: 3726.184814
	Iteration 9Q: 3 clusters Score -1.179717e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -11798580.000000 Penalty: 3726.184814
	Iteration 10Q: 3 clusters Score -1.179858e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -11799493.000000 Penalty: 3726.184814
	Iteration 11Q: 3 clusters Score -1.179949e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -11799725.000000 Penalty: 3726.184814
	Iteration 12Q: 3 clusters Score -1.179972e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -11799895.000000 Penalty: 3726.184814
	Iteration 13Q: 3 clusters Score -1.17999e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87216 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -11800122.000000 Penalty: 3726.184814
	Iteration 14Q: 3 clusters Score -1.180012e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87844 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -11800360.000000 Penalty: 3726.184814
	Iteration 15Q: 3 clusters Score -1.180036e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -11800561.000000 Penalty: 3726.184814
	Iteration 16Q: 3 clusters Score -1.180056e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -11800764.000000 Penalty: 3726.184814
	Iteration 17Q: 3 clusters Score -1.180076e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -11800837.000000 Penalty: 3726.184814
	Iteration 18Q: 3 clusters Score -1.180084e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -11800918.000000 Penalty: 3726.184814
	Iteration 19Q: 3 clusters Score -1.180092e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90109 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -11801020.000000 Penalty: 3726.184814
	Iteration 20F: 3 clusters Score -1.180102e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -11801099.000000 Penalty: 3726.184814
	Iteration 21Q: 3 clusters Score -1.18011e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -11801147.000000 Penalty: 3726.184814
	Iteration 22Q: 3 clusters Score -1.180115e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -11801233.000000 Penalty: 3726.184814
	Iteration 23Q: 3 clusters Score -1.180123e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91398 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -11801313.000000 Penalty: 3726.184814
	Iteration 24Q: 3 clusters Score -1.180131e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -11801351.000000 Penalty: 3726.184814
	Iteration 25Q: 3 clusters Score -1.180135e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91958 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -11801450.000000 Penalty: 3726.184814
	Iteration 26Q: 3 clusters Score -1.180145e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92198 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -11801549.000000 Penalty: 3726.184814
	Iteration 27Q: 3 clusters Score -1.180155e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92421 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -11801614.000000 Penalty: 3726.184814
	Iteration 28Q: 3 clusters Score -1.180161e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -11801698.000000 Penalty: 3726.184814
	Iteration 29Q: 3 clusters Score -1.18017e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -11801790.000000 Penalty: 3726.184814
	Iteration 30Q: 3 clusters Score -1.180179e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -11801846.000000 Penalty: 3726.184814
	Iteration 31Q: 3 clusters Score -1.180185e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -11801888.000000 Penalty: 3726.184814
	Iteration 32Q: 3 clusters Score -1.180189e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -11801964.000000 Penalty: 3726.184814
	Iteration 33Q: 3 clusters Score -1.180196e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -11802047.000000 Penalty: 3726.184814
	Iteration 34Q: 3 clusters Score -1.180205e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93452 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -11802080.000000 Penalty: 3726.184814
	Iteration 35Q: 3 clusters Score -1.180208e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93534 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -11802120.000000 Penalty: 3726.184814
	Iteration 36Q: 3 clusters Score -1.180212e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -11802114.000000 Penalty: 3726.184814
	Iteration 37Q: 3 clusters Score -1.180211e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93658 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -11802152.000000 Penalty: 3726.184814
	Iteration 38Q: 3 clusters Score -1.180215e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93714 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -11802202.000000 Penalty: 3726.184814
	Iteration 39Q: 3 clusters Score -1.18022e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93773 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11802284.000000 Penalty: 3726.184814
	Iteration 40F: 3 clusters Score -1.180228e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93825 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -11802336.000000 Penalty: 3726.184814
	Iteration 41Q: 3 clusters Score -1.180234e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -11802373.000000 Penalty: 3726.184814
	Iteration 42Q: 3 clusters Score -1.180237e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93910 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -11802411.000000 Penalty: 3726.184814
	Iteration 43Q: 3 clusters Score -1.180241e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -11802463.000000 Penalty: 3726.184814
	Iteration 44Q: 3 clusters Score -1.180246e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93976 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -11802500.000000 Penalty: 3726.184814
	Iteration 45Q: 3 clusters Score -1.18025e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -11802555.000000 Penalty: 3726.184814
	Iteration 46Q: 3 clusters Score -1.180256e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -11802566.000000 Penalty: 3726.184814
	Iteration 47Q: 3 clusters Score -1.180257e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94071 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -11802594.000000 Penalty: 3726.184814
	Iteration 48Q: 3 clusters Score -1.180259e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11802586.000000 Penalty: 3726.184814
	Iteration 49Q: 3 clusters Score -1.180259e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -11802624.000000 Penalty: 3726.184814
	Iteration 50Q: 3 clusters Score -1.180262e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -11802652.000000 Penalty: 3726.184814
	Iteration 51Q: 3 clusters Score -1.180265e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11802668.000000 Penalty: 3726.184814
	Iteration 52Q: 3 clusters Score -1.180267e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11802673.000000 Penalty: 3726.184814
	Iteration 53Q: 3 clusters Score -1.180267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -11802703.000000 Penalty: 3726.184814
	Iteration 54Q: 3 clusters Score -1.18027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11802715.000000 Penalty: 3726.184814
	Iteration 55Q: 3 clusters Score -1.180272e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11802757.000000 Penalty: 3726.184814
	Iteration 56Q: 3 clusters Score -1.180276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94266 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -11802773.000000 Penalty: 3726.184814
	Iteration 57Q: 3 clusters Score -1.180277e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94293 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11802814.000000 Penalty: 3726.184814
	Iteration 58Q: 3 clusters Score -1.180281e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94316 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11802827.000000 Penalty: 3726.184814
	Iteration 59Q: 3 clusters Score -1.180283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11802847.000000 Penalty: 3726.184814
	Iteration 60F: 3 clusters Score -1.180285e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94355 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -11802880.000000 Penalty: 3726.184814
	Iteration 61Q: 3 clusters Score -1.180288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94365 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11802886.000000 Penalty: 3726.184814
	Iteration 62Q: 3 clusters Score -1.180289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94375 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -11802897.000000 Penalty: 3726.184814
	Iteration 63Q: 3 clusters Score -1.18029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -11802913.000000 Penalty: 3726.184814
	Iteration 64Q: 3 clusters Score -1.180291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94384 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -11802908.000000 Penalty: 3726.184814
	Iteration 65Q: 3 clusters Score -1.180291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11802905.000000 Penalty: 3726.184814
	Iteration 66Q: 3 clusters Score -1.18029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11802901.000000 Penalty: 3726.184814
	Iteration 67Q: 3 clusters Score -1.18029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94399 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11802911.000000 Penalty: 3726.184814
	Iteration 68Q: 3 clusters Score -1.180291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -11802906.000000 Penalty: 3726.184814
	Iteration 69Q: 3 clusters Score -1.180291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94400 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11802915.000000 Penalty: 3726.184814
	Iteration 70Q: 3 clusters Score -1.180292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94403 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -11802924.000000 Penalty: 3726.184814
	Iteration 71Q: 3 clusters Score -1.180292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -11802920.000000 Penalty: 3726.184814
	Iteration 72Q: 3 clusters Score -1.180292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94406 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -11802919.000000 Penalty: 3726.184814
	Iteration 73Q: 3 clusters Score -1.180292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11802924.000000 Penalty: 3726.184814
	Iteration 74Q: 3 clusters Score -1.180292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -11802942.000000 Penalty: 3726.184814
	Iteration 75Q: 3 clusters Score -1.180294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11802943.000000 Penalty: 3726.184814
	Iteration 76Q: 3 clusters Score -1.180294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11802932.000000 Penalty: 3726.184814
	Iteration 77Q: 3 clusters Score -1.180293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11802932.000000 Penalty: 3726.184814
	Iteration 78F: 3 clusters Score -1.180293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (86574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Entering Unmasked Estep 
Score: -10773373.000000 Penalty: 1847.422607
	Iteration 0F: 2 clusters Score -1.077337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -10720312.000000 Penalty: 3694.845215
	Iteration 0F: 3 clusters Score -1.072031e+07 nChanged 41318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -10744410.000000 Penalty: 3694.845215
	Iteration 1F: 3 clusters Score -1.074441e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -10745023.000000 Penalty: 3694.845215
	Iteration 2Q: 3 clusters Score -1.074502e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -10745683.000000 Penalty: 3694.845215
	Iteration 3Q: 3 clusters Score -1.074568e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -10746525.000000 Penalty: 3694.845215
	Iteration 4Q: 3 clusters Score -1.074652e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -10747587.000000 Penalty: 3694.845215
	Iteration 5Q: 3 clusters Score -1.074759e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -10749073.000000 Penalty: 3694.845215
	Iteration 6Q: 3 clusters Score -1.074907e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -10751343.000000 Penalty: 3694.845215
	Iteration 7Q: 3 clusters Score -1.075134e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -10754324.000000 Penalty: 3694.845215
	Iteration 8F: 3 clusters Score -1.075432e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -10757561.000000 Penalty: 3694.845215
	Iteration 9F: 3 clusters Score -1.075756e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -10760082.000000 Penalty: 3694.845215
	Iteration 10F: 3 clusters Score -1.076008e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -10761336.000000 Penalty: 3694.845215
	Iteration 11Q: 3 clusters Score -1.076134e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -10761833.000000 Penalty: 3694.845215
	Iteration 12Q: 3 clusters Score -1.076183e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -10761968.000000 Penalty: 3694.845215
	Iteration 13Q: 3 clusters Score -1.076197e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -10762056.000000 Penalty: 3694.845215
	Iteration 14Q: 3 clusters Score -1.076206e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -10762116.000000 Penalty: 3694.845215
	Iteration 15Q: 3 clusters Score -1.076212e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -10762160.000000 Penalty: 3694.845215
	Iteration 16Q: 3 clusters Score -1.076216e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -10762262.000000 Penalty: 3694.845215
	Iteration 17Q: 3 clusters Score -1.076226e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -10762315.000000 Penalty: 3694.845215
	Iteration 18Q: 3 clusters Score -1.076232e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -10762339.000000 Penalty: 3694.845215
	Iteration 19Q: 3 clusters Score -1.076234e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -10762441.000000 Penalty: 3694.845215
	Iteration 20F: 3 clusters Score -1.076244e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -10762524.000000 Penalty: 3694.845215
	Iteration 21Q: 3 clusters Score -1.076252e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -10762655.000000 Penalty: 3694.845215
	Iteration 22Q: 3 clusters Score -1.076266e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -10762755.000000 Penalty: 3694.845215
	Iteration 23Q: 3 clusters Score -1.076276e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -10762846.000000 Penalty: 3694.845215
	Iteration 24Q: 3 clusters Score -1.076285e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -10762905.000000 Penalty: 3694.845215
	Iteration 25Q: 3 clusters Score -1.07629e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -10762990.000000 Penalty: 3694.845215
	Iteration 26Q: 3 clusters Score -1.076299e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -10763097.000000 Penalty: 3694.845215
	Iteration 27Q: 3 clusters Score -1.07631e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -10763264.000000 Penalty: 3694.845215
	Iteration 28Q: 3 clusters Score -1.076326e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -10763410.000000 Penalty: 3694.845215
	Iteration 29Q: 3 clusters Score -1.076341e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -10763607.000000 Penalty: 3694.845215
	Iteration 30Q: 3 clusters Score -1.076361e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -10763806.000000 Penalty: 3694.845215
	Iteration 31Q: 3 clusters Score -1.076381e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -10764083.000000 Penalty: 3694.845215
	Iteration 32Q: 3 clusters Score -1.076408e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -10764403.000000 Penalty: 3694.845215
	Iteration 33Q: 3 clusters Score -1.07644e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -10764746.000000 Penalty: 3694.845215
	Iteration 34Q: 3 clusters Score -1.076475e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -10765101.000000 Penalty: 3694.845215
	Iteration 35Q: 3 clusters Score -1.07651e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -10765459.000000 Penalty: 3694.845215
	Iteration 36Q: 3 clusters Score -1.076546e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -10765859.000000 Penalty: 3694.845215
	Iteration 37Q: 3 clusters Score -1.076586e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -10766226.000000 Penalty: 3694.845215
	Iteration 38Q: 3 clusters Score -1.076623e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -10766561.000000 Penalty: 3694.845215
	Iteration 39Q: 3 clusters Score -1.076656e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -10766950.000000 Penalty: 3694.845215
	Iteration 40F: 3 clusters Score -1.076695e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -10767283.000000 Penalty: 3694.845215
	Iteration 41Q: 3 clusters Score -1.076728e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -10767546.000000 Penalty: 3694.845215
	Iteration 42Q: 3 clusters Score -1.076755e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -10767698.000000 Penalty: 3694.845215
	Iteration 43Q: 3 clusters Score -1.07677e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -10767804.000000 Penalty: 3694.845215
	Iteration 44Q: 3 clusters Score -1.07678e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -10767934.000000 Penalty: 3694.845215
	Iteration 45Q: 3 clusters Score -1.076793e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -10768014.000000 Penalty: 3694.845215
	Iteration 46Q: 3 clusters Score -1.076801e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -10768142.000000 Penalty: 3694.845215
	Iteration 47Q: 3 clusters Score -1.076814e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -10768267.000000 Penalty: 3694.845215
	Iteration 48Q: 3 clusters Score -1.076827e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -10768433.000000 Penalty: 3694.845215
	Iteration 49Q: 3 clusters Score -1.076843e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -10768527.000000 Penalty: 3694.845215
	Iteration 50Q: 3 clusters Score -1.076853e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -10768637.000000 Penalty: 3694.845215
	Iteration 51Q: 3 clusters Score -1.076864e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -10768836.000000 Penalty: 3694.845215
	Iteration 52Q: 3 clusters Score -1.076884e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70358 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -10768954.000000 Penalty: 3694.845215
	Iteration 53Q: 3 clusters Score -1.076895e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -10769098.000000 Penalty: 3694.845215
	Iteration 54Q: 3 clusters Score -1.07691e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -10769321.000000 Penalty: 3694.845215
	Iteration 55Q: 3 clusters Score -1.076932e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -10769528.000000 Penalty: 3694.845215
	Iteration 56Q: 3 clusters Score -1.076953e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73061 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -10769695.000000 Penalty: 3694.845215
	Iteration 57Q: 3 clusters Score -1.07697e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73719 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -10769919.000000 Penalty: 3694.845215
	Iteration 58Q: 3 clusters Score -1.076992e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -10770109.000000 Penalty: 3694.845215
	Iteration 59Q: 3 clusters Score -1.077011e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -10770209.000000 Penalty: 3694.845215
	Iteration 60F: 3 clusters Score -1.077021e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -10770408.000000 Penalty: 3694.845215
	Iteration 61Q: 3 clusters Score -1.077041e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -10770556.000000 Penalty: 3694.845215
	Iteration 62Q: 3 clusters Score -1.077056e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -10770652.000000 Penalty: 3694.845215
	Iteration 63Q: 3 clusters Score -1.077065e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77005 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -10770808.000000 Penalty: 3694.845215
	Iteration 64Q: 3 clusters Score -1.077081e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -10770905.000000 Penalty: 3694.845215
	Iteration 65Q: 3 clusters Score -1.07709e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77845 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -10770961.000000 Penalty: 3694.845215
	Iteration 66Q: 3 clusters Score -1.077096e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78245 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -10771018.000000 Penalty: 3694.845215
	Iteration 67Q: 3 clusters Score -1.077102e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -10771124.000000 Penalty: 3694.845215
	Iteration 68Q: 3 clusters Score -1.077112e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -10771180.000000 Penalty: 3694.845215
	Iteration 69Q: 3 clusters Score -1.077118e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -10771319.000000 Penalty: 3694.845215
	Iteration 70Q: 3 clusters Score -1.077132e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -10771371.000000 Penalty: 3694.845215
	Iteration 71Q: 3 clusters Score -1.077137e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -10771399.000000 Penalty: 3694.845215
	Iteration 72Q: 3 clusters Score -1.07714e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -10771420.000000 Penalty: 3694.845215
	Iteration 73Q: 3 clusters Score -1.077142e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80429 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -10771474.000000 Penalty: 3694.845215
	Iteration 74Q: 3 clusters Score -1.077147e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -10771480.000000 Penalty: 3694.845215
	Iteration 75Q: 3 clusters Score -1.077148e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80843 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -10771521.000000 Penalty: 3694.845215
	Iteration 76Q: 3 clusters Score -1.077152e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -10771541.000000 Penalty: 3694.845215
	Iteration 77Q: 3 clusters Score -1.077154e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81219 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -10771587.000000 Penalty: 3694.845215
	Iteration 78Q: 3 clusters Score -1.077159e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -10771618.000000 Penalty: 3694.845215
	Iteration 79Q: 3 clusters Score -1.077162e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -10771625.000000 Penalty: 3694.845215
	Iteration 80F: 3 clusters Score -1.077162e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -10771630.000000 Penalty: 3694.845215
	Iteration 81Q: 3 clusters Score -1.077163e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -10771666.000000 Penalty: 3694.845215
	Iteration 82Q: 3 clusters Score -1.077167e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -10771720.000000 Penalty: 3694.845215
	Iteration 83Q: 3 clusters Score -1.077172e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -10771746.000000 Penalty: 3694.845215
	Iteration 84Q: 3 clusters Score -1.077175e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -10771706.000000 Penalty: 3694.845215
	Iteration 85Q: 3 clusters Score -1.077171e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -10771711.000000 Penalty: 3694.845215
	Iteration 86Q: 3 clusters Score -1.077171e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -10771728.000000 Penalty: 3694.845215
	Iteration 87Q: 3 clusters Score -1.077173e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -10771739.000000 Penalty: 3694.845215
	Iteration 88Q: 3 clusters Score -1.077174e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -10771730.000000 Penalty: 3694.845215
	Iteration 89Q: 3 clusters Score -1.077173e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -10771718.000000 Penalty: 3694.845215
	Iteration 90Q: 3 clusters Score -1.077172e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -10771724.000000 Penalty: 3694.845215
	Iteration 91Q: 3 clusters Score -1.077172e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -10771734.000000 Penalty: 3694.845215
	Iteration 92Q: 3 clusters Score -1.077173e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -10771769.000000 Penalty: 3694.845215
	Iteration 93Q: 3 clusters Score -1.077177e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83158 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -10771780.000000 Penalty: 3694.845215
	Iteration 94Q: 3 clusters Score -1.077178e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -10771782.000000 Penalty: 3694.845215
	Iteration 95Q: 3 clusters Score -1.077178e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83356 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -10771784.000000 Penalty: 3694.845215
	Iteration 96Q: 3 clusters Score -1.077178e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83444 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -10771791.000000 Penalty: 3694.845215
	Iteration 97Q: 3 clusters Score -1.077179e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -10771787.000000 Penalty: 3694.845215
	Iteration 98Q: 3 clusters Score -1.077179e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83609 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -10771814.000000 Penalty: 3694.845215
	Iteration 99Q: 3 clusters Score -1.077181e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83687 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -10771810.000000 Penalty: 3694.845215
	Iteration 100F: 3 clusters Score -1.077181e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -10771819.000000 Penalty: 3694.845215
	Iteration 101Q: 3 clusters Score -1.077182e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83807 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -10771831.000000 Penalty: 3694.845215
	Iteration 102Q: 3 clusters Score -1.077183e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -10771836.000000 Penalty: 3694.845215
	Iteration 103Q: 3 clusters Score -1.077184e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83930 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -10771830.000000 Penalty: 3694.845215
	Iteration 104Q: 3 clusters Score -1.077183e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -10771846.000000 Penalty: 3694.845215
	Iteration 105Q: 3 clusters Score -1.077185e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84049 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -10771836.000000 Penalty: 3694.845215
	Iteration 106Q: 3 clusters Score -1.077184e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -10771824.000000 Penalty: 3694.845215
	Iteration 107Q: 3 clusters Score -1.077182e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -10771823.000000 Penalty: 3694.845215
	Iteration 108Q: 3 clusters Score -1.077182e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -10771821.000000 Penalty: 3694.845215
	Iteration 109Q: 3 clusters Score -1.077182e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -10771809.000000 Penalty: 3694.845215
	Iteration 110Q: 3 clusters Score -1.077181e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -10771813.000000 Penalty: 3694.845215
	Iteration 111Q: 3 clusters Score -1.077181e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84388 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -10771822.000000 Penalty: 3694.845215
	Iteration 112Q: 3 clusters Score -1.077182e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84434 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -10771816.000000 Penalty: 3694.845215
	Iteration 113Q: 3 clusters Score -1.077182e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84474 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -10771803.000000 Penalty: 3694.845215
	Iteration 114Q: 3 clusters Score -1.07718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -10771798.000000 Penalty: 3694.845215
	Iteration 115Q: 3 clusters Score -1.07718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84525 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -10771796.000000 Penalty: 3694.845215
	Iteration 116Q: 3 clusters Score -1.07718e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -10771805.000000 Penalty: 3694.845215
	Iteration 117Q: 3 clusters Score -1.07718e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84573 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -10771820.000000 Penalty: 3694.845215
	Iteration 118Q: 3 clusters Score -1.077182e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -10771797.000000 Penalty: 3694.845215
	Iteration 119Q: 3 clusters Score -1.07718e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84624 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -10771800.000000 Penalty: 3694.845215
	Iteration 120F: 3 clusters Score -1.07718e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84648 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10771797.000000 Penalty: 3694.845215
	Iteration 121Q: 3 clusters Score -1.07718e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -10771806.000000 Penalty: 3694.845215
	Iteration 122Q: 3 clusters Score -1.077181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -10771817.000000 Penalty: 3694.845215
	Iteration 123Q: 3 clusters Score -1.077182e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -10771809.000000 Penalty: 3694.845215
	Iteration 124Q: 3 clusters Score -1.077181e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84742 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -10771812.000000 Penalty: 3694.845215
	Iteration 125Q: 3 clusters Score -1.077181e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84764 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -10771793.000000 Penalty: 3694.845215
	Iteration 126Q: 3 clusters Score -1.077179e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84784 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -10771804.000000 Penalty: 3694.845215
	Iteration 127Q: 3 clusters Score -1.07718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -10771813.000000 Penalty: 3694.845215
	Iteration 128Q: 3 clusters Score -1.077181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -10771830.000000 Penalty: 3694.845215
	Iteration 129Q: 3 clusters Score -1.077183e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84831 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -10771824.000000 Penalty: 3694.845215
	Iteration 130Q: 3 clusters Score -1.077182e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -10771835.000000 Penalty: 3694.845215
	Iteration 131Q: 3 clusters Score -1.077184e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -10771853.000000 Penalty: 3694.845215
	Iteration 132Q: 3 clusters Score -1.077185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84891 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -10771852.000000 Penalty: 3694.845215
	Iteration 133Q: 3 clusters Score -1.077185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84906 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -10771853.000000 Penalty: 3694.845215
	Iteration 134Q: 3 clusters Score -1.077185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -10771851.000000 Penalty: 3694.845215
	Iteration 135Q: 3 clusters Score -1.077185e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -10771859.000000 Penalty: 3694.845215
	Iteration 136Q: 3 clusters Score -1.077186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -10771855.000000 Penalty: 3694.845215
	Iteration 137Q: 3 clusters Score -1.077186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -10771858.000000 Penalty: 3694.845215
	Iteration 138Q: 3 clusters Score -1.077186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84989 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -10771852.000000 Penalty: 3694.845215
	Iteration 139Q: 3 clusters Score -1.077185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85001 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -10771848.000000 Penalty: 3694.845215
	Iteration 140F: 3 clusters Score -1.077185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -10771848.000000 Penalty: 3694.845215
	Iteration 141Q: 3 clusters Score -1.077185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85027 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -10771859.000000 Penalty: 3694.845215
	Iteration 142Q: 3 clusters Score -1.077186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85039 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -10771862.000000 Penalty: 3694.845215
	Iteration 143Q: 3 clusters Score -1.077186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85048 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -10771861.000000 Penalty: 3694.845215
	Iteration 144Q: 3 clusters Score -1.077186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85053 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -10771853.000000 Penalty: 3694.845215
	Iteration 145Q: 3 clusters Score -1.077185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -10771857.000000 Penalty: 3694.845215
	Iteration 146Q: 3 clusters Score -1.077186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -10771863.000000 Penalty: 3694.845215
	Iteration 147Q: 3 clusters Score -1.077186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85066 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -10771857.000000 Penalty: 3694.845215
	Iteration 148Q: 3 clusters Score -1.077186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85069 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -10771846.000000 Penalty: 3694.845215
	Iteration 149Q: 3 clusters Score -1.077185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85071 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -10771844.000000 Penalty: 3694.845215
	Iteration 150Q: 3 clusters Score -1.077184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -10771855.000000 Penalty: 3694.845215
	Iteration 151Q: 3 clusters Score -1.077186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85078 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -10771853.000000 Penalty: 3694.845215
	Iteration 152Q: 3 clusters Score -1.077185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -10771854.000000 Penalty: 3694.845215
	Iteration 153Q: 3 clusters Score -1.077185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -10771851.000000 Penalty: 3694.845215
	Iteration 154Q: 3 clusters Score -1.077185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -10771849.000000 Penalty: 3694.845215
	Iteration 155Q: 3 clusters Score -1.077185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -10771866.000000 Penalty: 3694.845215
	Iteration 156Q: 3 clusters Score -1.077187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85105 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -10771863.000000 Penalty: 3694.845215
	Iteration 157Q: 3 clusters Score -1.077186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85108 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -10771867.000000 Penalty: 3694.845215
	Iteration 158Q: 3 clusters Score -1.077187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85111 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -10771873.000000 Penalty: 3694.845215
	Iteration 159Q: 3 clusters Score -1.077187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -10771875.000000 Penalty: 3694.845215
	Iteration 160F: 3 clusters Score -1.077188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85120 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -10771876.000000 Penalty: 3694.845215
	Iteration 161Q: 3 clusters Score -1.077188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -10771876.000000 Penalty: 3694.845215
	Iteration 162Q: 3 clusters Score -1.077188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -10771874.000000 Penalty: 3694.845215
	Iteration 163Q: 3 clusters Score -1.077187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -10771882.000000 Penalty: 3694.845215
	Iteration 164Q: 3 clusters Score -1.077188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -10771887.000000 Penalty: 3694.845215
	Iteration 165Q: 3 clusters Score -1.077189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85138 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -10771886.000000 Penalty: 3694.845215
	Iteration 166Q: 3 clusters Score -1.077189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85144 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10771884.000000 Penalty: 3694.845215
	Iteration 167Q: 3 clusters Score -1.077188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -10771871.000000 Penalty: 3694.845215
	Iteration 168Q: 3 clusters Score -1.077187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85153 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -10771869.000000 Penalty: 3694.845215
	Iteration 169Q: 3 clusters Score -1.077187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85154 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -10771871.000000 Penalty: 3694.845215
	Iteration 170Q: 3 clusters Score -1.077187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85156 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10771875.000000 Penalty: 3694.845215
	Iteration 171Q: 3 clusters Score -1.077188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -10771873.000000 Penalty: 3694.845215
	Iteration 172Q: 3 clusters Score -1.077187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85167 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -10771875.000000 Penalty: 3694.845215
	Iteration 173Q: 3 clusters Score -1.077188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -10771873.000000 Penalty: 3694.845215
	Iteration 174Q: 3 clusters Score -1.077187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -10771876.000000 Penalty: 3694.845215
	Iteration 175Q: 3 clusters Score -1.077188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85177 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -10771868.000000 Penalty: 3694.845215
	Iteration 176Q: 3 clusters Score -1.077187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -10771869.000000 Penalty: 3694.845215
	Iteration 177Q: 3 clusters Score -1.077187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85182 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10771874.000000 Penalty: 3694.845215
	Iteration 178Q: 3 clusters Score -1.077187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10771878.000000 Penalty: 3694.845215
	Iteration 179Q: 3 clusters Score -1.077188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -10771873.000000 Penalty: 3694.845215
	Iteration 180F: 3 clusters Score -1.077187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85191 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -10771872.000000 Penalty: 3694.845215
	Iteration 181Q: 3 clusters Score -1.077187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10771874.000000 Penalty: 3694.845215
	Iteration 182Q: 3 clusters Score -1.077187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85199 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -10771880.000000 Penalty: 3694.845215
	Iteration 183Q: 3 clusters Score -1.077188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85200 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -10771880.000000 Penalty: 3694.845215
	Iteration 184Q: 3 clusters Score -1.077188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85201 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -10771881.000000 Penalty: 3694.845215
	Iteration 185Q: 3 clusters Score -1.077188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -10771885.000000 Penalty: 3694.845215
	Iteration 186Q: 3 clusters Score -1.077188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -10771885.000000 Penalty: 3694.845215
	Iteration 187F: 3 clusters Score -1.077188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Entering Unmasked Estep 
Score: -3831579.000000 Penalty: 1678.183594
	Iteration 0F: 2 clusters Score -3831579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3811011.250000 Penalty: 3356.367188
	Iteration 0F: 3 clusters Score -3811011 nChanged 14100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3818713.000000 Penalty: 3356.367188
	Iteration 1F: 3 clusters Score -3818713 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3819027.500000 Penalty: 3356.367188
	Iteration 2Q: 3 clusters Score -3819028 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3819278.250000 Penalty: 3356.367188
	Iteration 3Q: 3 clusters Score -3819278 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3819555.250000 Penalty: 3356.367188
	Iteration 4Q: 3 clusters Score -3819555 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3819850.250000 Penalty: 3356.367188
	Iteration 5Q: 3 clusters Score -3819850 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3820186.250000 Penalty: 3356.367188
	Iteration 6Q: 3 clusters Score -3820186 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3820601.750000 Penalty: 3356.367188
	Iteration 7Q: 3 clusters Score -3820602 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3821071.000000 Penalty: 3356.367188
	Iteration 8Q: 3 clusters Score -3821071 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -3821667.000000 Penalty: 3356.367188
	Iteration 9Q: 3 clusters Score -3821667 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3822390.000000 Penalty: 3356.367188
	Iteration 10Q: 3 clusters Score -3822390 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3823269.500000 Penalty: 3356.367188
	Iteration 11F: 3 clusters Score -3823270 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3824233.500000 Penalty: 3356.367188
	Iteration 12F: 3 clusters Score -3824234 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -3825332.750000 Penalty: 3356.367188
	Iteration 13F: 3 clusters Score -3825333 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3826466.750000 Penalty: 3356.367188
	Iteration 14F: 3 clusters Score -3826467 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3827581.250000 Penalty: 3356.367188
	Iteration 15Q: 3 clusters Score -3827581 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3828462.500000 Penalty: 3356.367188
	Iteration 16Q: 3 clusters Score -3828462 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3829140.250000 Penalty: 3356.367188
	Iteration 17Q: 3 clusters Score -3829140 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3829522.500000 Penalty: 3356.367188
	Iteration 18Q: 3 clusters Score -3829522 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3829772.250000 Penalty: 3356.367188
	Iteration 19Q: 3 clusters Score -3829772 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3829899.000000 Penalty: 3356.367188
	Iteration 20F: 3 clusters Score -3829899 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3829952.250000 Penalty: 3356.367188
	Iteration 21Q: 3 clusters Score -3829952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3829991.250000 Penalty: 3356.367188
	Iteration 22Q: 3 clusters Score -3829991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3830024.250000 Penalty: 3356.367188
	Iteration 23Q: 3 clusters Score -3830024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3830055.000000 Penalty: 3356.367188
	Iteration 24Q: 3 clusters Score -3830055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3830067.750000 Penalty: 3356.367188
	Iteration 25Q: 3 clusters Score -3830068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3830075.250000 Penalty: 3356.367188
	Iteration 26Q: 3 clusters Score -3830075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3830079.500000 Penalty: 3356.367188
	Iteration 27Q: 3 clusters Score -3830080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3830085.250000 Penalty: 3356.367188
	Iteration 28Q: 3 clusters Score -3830085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3830088.250000 Penalty: 3356.367188
	Iteration 29Q: 3 clusters Score -3830088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3830089.500000 Penalty: 3356.367188
	Iteration 30Q: 3 clusters Score -3830090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3830091.500000 Penalty: 3356.367188
	Iteration 31Q: 3 clusters Score -3830092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3830089.750000 Penalty: 3356.367188
	Iteration 32Q: 3 clusters Score -3830090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3830090.750000 Penalty: 3356.367188
	Iteration 33Q: 3 clusters Score -3830091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3830091.500000 Penalty: 3356.367188
	Iteration 34Q: 3 clusters Score -3830092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3830093.750000 Penalty: 3356.367188
	Iteration 35Q: 3 clusters Score -3830094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3830093.750000 Penalty: 3356.367188
	Iteration 36F: 3 clusters Score -3830094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Entering Unmasked Estep 
Score: -453506.312500 Penalty: 1341.234009
	Iteration 0F: 2 clusters Score -453506.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -450237.406250 Penalty: 2682.468018
	Iteration 0F: 3 clusters Score -450237.4 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -451069.500000 Penalty: 2682.468018
	Iteration 1F: 3 clusters Score -451069.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -451237.312500 Penalty: 2682.468018
	Iteration 2F: 3 clusters Score -451237.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -451325.750000 Penalty: 2682.468018
	Iteration 3Q: 3 clusters Score -451325.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -451394.468750 Penalty: 2682.468018
	Iteration 4Q: 3 clusters Score -451394.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -451452.562500 Penalty: 2682.468018
	Iteration 5Q: 3 clusters Score -451452.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -451494.781250 Penalty: 2682.468018
	Iteration 6Q: 3 clusters Score -451494.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -451527.312500 Penalty: 2682.468018
	Iteration 7Q: 3 clusters Score -451527.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -451567.875000 Penalty: 2682.468018
	Iteration 8Q: 3 clusters Score -451567.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -451616.812500 Penalty: 2682.468018
	Iteration 9Q: 3 clusters Score -451616.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -451665.375000 Penalty: 2682.468018
	Iteration 10Q: 3 clusters Score -451665.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -451713.312500 Penalty: 2682.468018
	Iteration 11Q: 3 clusters Score -451713.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -451764.000000 Penalty: 2682.468018
	Iteration 12Q: 3 clusters Score -451764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -451818.718750 Penalty: 2682.468018
	Iteration 13Q: 3 clusters Score -451818.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -451867.812500 Penalty: 2682.468018
	Iteration 14Q: 3 clusters Score -451867.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -451919.156250 Penalty: 2682.468018
	Iteration 15Q: 3 clusters Score -451919.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -451978.593750 Penalty: 2682.468018
	Iteration 16Q: 3 clusters Score -451978.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -452047.062500 Penalty: 2682.468018
	Iteration 17Q: 3 clusters Score -452047.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -452109.656250 Penalty: 2682.468018
	Iteration 18Q: 3 clusters Score -452109.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -452161.406250 Penalty: 2682.468018
	Iteration 19Q: 3 clusters Score -452161.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -452210.406250 Penalty: 2682.468018
	Iteration 20F: 3 clusters Score -452210.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -452251.968750 Penalty: 2682.468018
	Iteration 21Q: 3 clusters Score -452252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -452284.312500 Penalty: 2682.468018
	Iteration 22Q: 3 clusters Score -452284.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -452312.343750 Penalty: 2682.468018
	Iteration 23Q: 3 clusters Score -452312.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -452330.781250 Penalty: 2682.468018
	Iteration 24Q: 3 clusters Score -452330.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -452345.000000 Penalty: 2682.468018
	Iteration 25Q: 3 clusters Score -452345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -452358.062500 Penalty: 2682.468018
	Iteration 26Q: 3 clusters Score -452358.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -452363.531250 Penalty: 2682.468018
	Iteration 27Q: 3 clusters Score -452363.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -452366.968750 Penalty: 2682.468018
	Iteration 28Q: 3 clusters Score -452367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -452370.500000 Penalty: 2682.468018
	Iteration 29Q: 3 clusters Score -452370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -452373.125000 Penalty: 2682.468018
	Iteration 30Q: 3 clusters Score -452373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -452375.562500 Penalty: 2682.468018
	Iteration 31Q: 3 clusters Score -452375.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -452376.812500 Penalty: 2682.468018
	Iteration 32Q: 3 clusters Score -452376.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -452378.937500 Penalty: 2682.468018
	Iteration 33Q: 3 clusters Score -452378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -452379.625000 Penalty: 2682.468018
	Iteration 34Q: 3 clusters Score -452379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -452379.625000 Penalty: 2682.468018
	Iteration 35F: 3 clusters Score -452379.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Entering Unmasked Estep 
Score: -3191636.000000 Penalty: 1650.311401
	Iteration 0F: 2 clusters Score -3191636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -3174352.000000 Penalty: 3300.622803
	Iteration 0F: 3 clusters Score -3174352 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3180899.500000 Penalty: 3300.622803
	Iteration 1F: 3 clusters Score -3180900 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3181498.250000 Penalty: 3300.622803
	Iteration 2F: 3 clusters Score -3181498 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3182193.750000 Penalty: 3300.622803
	Iteration 3F: 3 clusters Score -3182194 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3183077.000000 Penalty: 3300.622803
	Iteration 4F: 3 clusters Score -3183077 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3184209.500000 Penalty: 3300.622803
	Iteration 5F: 3 clusters Score -3184210 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3185457.750000 Penalty: 3300.622803
	Iteration 6F: 3 clusters Score -3185458 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3186738.500000 Penalty: 3300.622803
	Iteration 7F: 3 clusters Score -3186738 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3187872.000000 Penalty: 3300.622803
	Iteration 8F: 3 clusters Score -3187872 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3188587.000000 Penalty: 3300.622803
	Iteration 9Q: 3 clusters Score -3188587 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3188935.000000 Penalty: 3300.622803
	Iteration 10Q: 3 clusters Score -3188935 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3189134.000000 Penalty: 3300.622803
	Iteration 11Q: 3 clusters Score -3189134 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3189319.750000 Penalty: 3300.622803
	Iteration 12Q: 3 clusters Score -3189320 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3189501.500000 Penalty: 3300.622803
	Iteration 13Q: 3 clusters Score -3189502 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3189669.500000 Penalty: 3300.622803
	Iteration 14Q: 3 clusters Score -3189670 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3189845.500000 Penalty: 3300.622803
	Iteration 15Q: 3 clusters Score -3189846 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3190027.250000 Penalty: 3300.622803
	Iteration 16Q: 3 clusters Score -3190027 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3190203.500000 Penalty: 3300.622803
	Iteration 17Q: 3 clusters Score -3190204 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3190346.250000 Penalty: 3300.622803
	Iteration 18Q: 3 clusters Score -3190346 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -3190469.000000 Penalty: 3300.622803
	Iteration 19Q: 3 clusters Score -3190469 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3190582.500000 Penalty: 3300.622803
	Iteration 20F: 3 clusters Score -3190582 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3190669.500000 Penalty: 3300.622803
	Iteration 21Q: 3 clusters Score -3190670 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -3190735.250000 Penalty: 3300.622803
	Iteration 22Q: 3 clusters Score -3190735 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3190772.000000 Penalty: 3300.622803
	Iteration 23Q: 3 clusters Score -3190772 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -3190829.000000 Penalty: 3300.622803
	Iteration 24Q: 3 clusters Score -3190829 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3190860.000000 Penalty: 3300.622803
	Iteration 25Q: 3 clusters Score -3190860 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3190884.250000 Penalty: 3300.622803
	Iteration 26Q: 3 clusters Score -3190884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3190909.250000 Penalty: 3300.622803
	Iteration 27Q: 3 clusters Score -3190909 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3190929.750000 Penalty: 3300.622803
	Iteration 28Q: 3 clusters Score -3190930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3190946.750000 Penalty: 3300.622803
	Iteration 29Q: 3 clusters Score -3190947 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3190949.500000 Penalty: 3300.622803
	Iteration 30Q: 3 clusters Score -3190950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3190955.750000 Penalty: 3300.622803
	Iteration 31Q: 3 clusters Score -3190956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3190963.750000 Penalty: 3300.622803
	Iteration 32Q: 3 clusters Score -3190964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3190966.750000 Penalty: 3300.622803
	Iteration 33Q: 3 clusters Score -3190967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3190969.500000 Penalty: 3300.622803
	Iteration 34Q: 3 clusters Score -3190970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3190973.500000 Penalty: 3300.622803
	Iteration 35Q: 3 clusters Score -3190974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -3190968.250000 Penalty: 3300.622803
	Iteration 36Q: 3 clusters Score -3190968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3190962.750000 Penalty: 3300.622803
	Iteration 37Q: 3 clusters Score -3190963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3190969.000000 Penalty: 3300.622803
	Iteration 38Q: 3 clusters Score -3190969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -3190970.000000 Penalty: 3300.622803
	Iteration 39Q: 3 clusters Score -3190970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3190975.250000 Penalty: 3300.622803
	Iteration 40F: 3 clusters Score -3190975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3190976.250000 Penalty: 3300.622803
	Iteration 41Q: 3 clusters Score -3190976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3190973.750000 Penalty: 3300.622803
	Iteration 42Q: 3 clusters Score -3190974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3190973.000000 Penalty: 3300.622803
	Iteration 43Q: 3 clusters Score -3190973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3190976.500000 Penalty: 3300.622803
	Iteration 44Q: 3 clusters Score -3190976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3190971.750000 Penalty: 3300.622803
	Iteration 45Q: 3 clusters Score -3190972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3190976.000000 Penalty: 3300.622803
	Iteration 46Q: 3 clusters Score -3190976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3190977.750000 Penalty: 3300.622803
	Iteration 47Q: 3 clusters Score -3190978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3190980.250000 Penalty: 3300.622803
	Iteration 48Q: 3 clusters Score -3190980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3190981.250000 Penalty: 3300.622803
	Iteration 49Q: 3 clusters Score -3190981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3190981.250000 Penalty: 3300.622803
	Iteration 50F: 3 clusters Score -3190981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -938845.187500 Penalty: 1459.747803
	Iteration 0F: 2 clusters Score -938845.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -933030.187500 Penalty: 2919.495605
	Iteration 0F: 3 clusters Score -933030.2 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -934768.625000 Penalty: 2919.495605
	Iteration 1F: 3 clusters Score -934768.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -935021.062500 Penalty: 2919.495605
	Iteration 2F: 3 clusters Score -935021.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -935248.375000 Penalty: 2919.495605
	Iteration 3F: 3 clusters Score -935248.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -935428.000000 Penalty: 2919.495605
	Iteration 4Q: 3 clusters Score -935428 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -935580.687500 Penalty: 2919.495605
	Iteration 5Q: 3 clusters Score -935580.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -935721.687500 Penalty: 2919.495605
	Iteration 6Q: 3 clusters Score -935721.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -935827.000000 Penalty: 2919.495605
	Iteration 7Q: 3 clusters Score -935827 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -935933.312500 Penalty: 2919.495605
	Iteration 8Q: 3 clusters Score -935933.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -936057.437500 Penalty: 2919.495605
	Iteration 9Q: 3 clusters Score -936057.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -936181.312500 Penalty: 2919.495605
	Iteration 10Q: 3 clusters Score -936181.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -936305.187500 Penalty: 2919.495605
	Iteration 11Q: 3 clusters Score -936305.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -936438.125000 Penalty: 2919.495605
	Iteration 12Q: 3 clusters Score -936438.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -936548.062500 Penalty: 2919.495605
	Iteration 13Q: 3 clusters Score -936548.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -936676.750000 Penalty: 2919.495605
	Iteration 14Q: 3 clusters Score -936676.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -936815.812500 Penalty: 2919.495605
	Iteration 15Q: 3 clusters Score -936815.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -936966.750000 Penalty: 2919.495605
	Iteration 16Q: 3 clusters Score -936966.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -937101.750000 Penalty: 2919.495605
	Iteration 17Q: 3 clusters Score -937101.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -937226.000000 Penalty: 2919.495605
	Iteration 18Q: 3 clusters Score -937226 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -937323.562500 Penalty: 2919.495605
	Iteration 19Q: 3 clusters Score -937323.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -937398.562500 Penalty: 2919.495605
	Iteration 20F: 3 clusters Score -937398.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -937457.875000 Penalty: 2919.495605
	Iteration 21Q: 3 clusters Score -937457.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -937493.187500 Penalty: 2919.495605
	Iteration 22Q: 3 clusters Score -937493.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -937521.562500 Penalty: 2919.495605
	Iteration 23Q: 3 clusters Score -937521.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -937546.500000 Penalty: 2919.495605
	Iteration 24Q: 3 clusters Score -937546.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -937561.375000 Penalty: 2919.495605
	Iteration 25Q: 3 clusters Score -937561.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -937575.000000 Penalty: 2919.495605
	Iteration 26Q: 3 clusters Score -937575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -937588.125000 Penalty: 2919.495605
	Iteration 27Q: 3 clusters Score -937588.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -937596.562500 Penalty: 2919.495605
	Iteration 28Q: 3 clusters Score -937596.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -937602.250000 Penalty: 2919.495605
	Iteration 29Q: 3 clusters Score -937602.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -937603.437500 Penalty: 2919.495605
	Iteration 30Q: 3 clusters Score -937603.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -937609.062500 Penalty: 2919.495605
	Iteration 31Q: 3 clusters Score -937609.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -937612.375000 Penalty: 2919.495605
	Iteration 32Q: 3 clusters Score -937612.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -937614.375000 Penalty: 2919.495605
	Iteration 33Q: 3 clusters Score -937614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -937616.375000 Penalty: 2919.495605
	Iteration 34Q: 3 clusters Score -937616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -937616.250000 Penalty: 2919.495605
	Iteration 35Q: 3 clusters Score -937616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -937620.187500 Penalty: 2919.495605
	Iteration 36Q: 3 clusters Score -937620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -937623.062500 Penalty: 2919.495605
	Iteration 37Q: 3 clusters Score -937623.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -937627.937500 Penalty: 2919.495605
	Iteration 38Q: 3 clusters Score -937627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -937627.937500 Penalty: 2919.495605
	Iteration 39F: 3 clusters Score -937627.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -16656.855469 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -16656.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16141.383789 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -16141.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16318.245117 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -16318.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16406.960938 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -16406.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -16514.605469 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -16514.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -16555.955078 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -16555.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -16559.457031 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -16559.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -16559.457031 Penalty: 1703.567749
	Iteration 6F: 3 clusters Score -16559.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -34011.132812 Penalty: 953.301025
	Iteration 0F: 2 clusters Score -34011.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33201.261719 Penalty: 1906.602051
	Iteration 0F: 3 clusters Score -33201.26 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33328.699219 Penalty: 1906.602051
	Iteration 1F: 3 clusters Score -33328.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33382.496094 Penalty: 1906.602051
	Iteration 2F: 3 clusters Score -33382.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33407.886719 Penalty: 1906.602051
	Iteration 3Q: 3 clusters Score -33407.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33435.902344 Penalty: 1906.602051
	Iteration 4Q: 3 clusters Score -33435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33450.636719 Penalty: 1906.602051
	Iteration 5Q: 3 clusters Score -33450.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33474.582031 Penalty: 1906.602051
	Iteration 6Q: 3 clusters Score -33474.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33509.605469 Penalty: 1906.602051
	Iteration 7Q: 3 clusters Score -33509.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33547.843750 Penalty: 1906.602051
	Iteration 8Q: 3 clusters Score -33547.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33590.046875 Penalty: 1906.602051
	Iteration 9Q: 3 clusters Score -33590.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33623.039062 Penalty: 1906.602051
	Iteration 10Q: 3 clusters Score -33623.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33651.871094 Penalty: 1906.602051
	Iteration 11Q: 3 clusters Score -33651.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33661.574219 Penalty: 1906.602051
	Iteration 12Q: 3 clusters Score -33661.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33687.042969 Penalty: 1906.602051
	Iteration 13Q: 3 clusters Score -33687.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33699.585938 Penalty: 1906.602051
	Iteration 14Q: 3 clusters Score -33699.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33703.027344 Penalty: 1906.602051
	Iteration 15Q: 3 clusters Score -33703.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33704.140625 Penalty: 1906.602051
	Iteration 16Q: 3 clusters Score -33704.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33704.140625 Penalty: 1906.602051
	Iteration 17F: 3 clusters Score -33704.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -270587.937500 Penalty: 1266.055298
	Iteration 0F: 2 clusters Score -270587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -268277.281250 Penalty: 2532.110596
	Iteration 0F: 3 clusters Score -268277.3 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -268882.343750 Penalty: 2532.110596
	Iteration 1F: 3 clusters Score -268882.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -269052.312500 Penalty: 2532.110596
	Iteration 2F: 3 clusters Score -269052.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -269157.750000 Penalty: 2532.110596
	Iteration 3F: 3 clusters Score -269157.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -269236.812500 Penalty: 2532.110596
	Iteration 4Q: 3 clusters Score -269236.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -269312.593750 Penalty: 2532.110596
	Iteration 5Q: 3 clusters Score -269312.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -269369.437500 Penalty: 2532.110596
	Iteration 6Q: 3 clusters Score -269369.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -269418.406250 Penalty: 2532.110596
	Iteration 7Q: 3 clusters Score -269418.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -269451.500000 Penalty: 2532.110596
	Iteration 8Q: 3 clusters Score -269451.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -269481.812500 Penalty: 2532.110596
	Iteration 9Q: 3 clusters Score -269481.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -269513.000000 Penalty: 2532.110596
	Iteration 10Q: 3 clusters Score -269513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -269540.312500 Penalty: 2532.110596
	Iteration 11Q: 3 clusters Score -269540.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -269572.875000 Penalty: 2532.110596
	Iteration 12Q: 3 clusters Score -269572.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -269601.843750 Penalty: 2532.110596
	Iteration 13Q: 3 clusters Score -269601.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -269617.718750 Penalty: 2532.110596
	Iteration 14Q: 3 clusters Score -269617.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -269632.531250 Penalty: 2532.110596
	Iteration 15Q: 3 clusters Score -269632.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -269655.781250 Penalty: 2532.110596
	Iteration 16Q: 3 clusters Score -269655.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -269671.750000 Penalty: 2532.110596
	Iteration 17Q: 3 clusters Score -269671.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -269688.687500 Penalty: 2532.110596
	Iteration 18Q: 3 clusters Score -269688.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -269705.062500 Penalty: 2532.110596
	Iteration 19Q: 3 clusters Score -269705.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -269721.312500 Penalty: 2532.110596
	Iteration 20F: 3 clusters Score -269721.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -269735.968750 Penalty: 2532.110596
	Iteration 21Q: 3 clusters Score -269736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -269745.468750 Penalty: 2532.110596
	Iteration 22Q: 3 clusters Score -269745.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -269756.406250 Penalty: 2532.110596
	Iteration 23Q: 3 clusters Score -269756.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -269766.000000 Penalty: 2532.110596
	Iteration 24Q: 3 clusters Score -269766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -269780.000000 Penalty: 2532.110596
	Iteration 25Q: 3 clusters Score -269780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -269789.812500 Penalty: 2532.110596
	Iteration 26Q: 3 clusters Score -269789.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -269802.531250 Penalty: 2532.110596
	Iteration 27Q: 3 clusters Score -269802.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -269822.093750 Penalty: 2532.110596
	Iteration 28Q: 3 clusters Score -269822.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -269843.468750 Penalty: 2532.110596
	Iteration 29Q: 3 clusters Score -269843.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -269854.656250 Penalty: 2532.110596
	Iteration 30Q: 3 clusters Score -269854.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -269864.125000 Penalty: 2532.110596
	Iteration 31Q: 3 clusters Score -269864.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -269870.343750 Penalty: 2532.110596
	Iteration 32Q: 3 clusters Score -269870.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -269874.843750 Penalty: 2532.110596
	Iteration 33Q: 3 clusters Score -269874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -269878.468750 Penalty: 2532.110596
	Iteration 34Q: 3 clusters Score -269878.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -269880.062500 Penalty: 2532.110596
	Iteration 35Q: 3 clusters Score -269880.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -269881.843750 Penalty: 2532.110596
	Iteration 36Q: 3 clusters Score -269881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -269883.437500 Penalty: 2532.110596
	Iteration 37Q: 3 clusters Score -269883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -269884.406250 Penalty: 2532.110596
	Iteration 38Q: 3 clusters Score -269884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -269884.875000 Penalty: 2532.110596
	Iteration 39Q: 3 clusters Score -269884.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -269884.875000 Penalty: 2532.110596
	Iteration 40F: 3 clusters Score -269884.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Entering Unmasked Estep 
Score: -444422.250000 Penalty: 1331.607178
	Iteration 0F: 2 clusters Score -444422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -441340.843750 Penalty: 2663.214355
	Iteration 0F: 3 clusters Score -441340.8 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -442356.250000 Penalty: 2663.214355
	Iteration 1F: 3 clusters Score -442356.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -442755.812500 Penalty: 2663.214355
	Iteration 2F: 3 clusters Score -442755.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -443081.750000 Penalty: 2663.214355
	Iteration 3F: 3 clusters Score -443081.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -443356.593750 Penalty: 2663.214355
	Iteration 4F: 3 clusters Score -443356.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -443595.718750 Penalty: 2663.214355
	Iteration 5F: 3 clusters Score -443595.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -443742.062500 Penalty: 2663.214355
	Iteration 6Q: 3 clusters Score -443742.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -443842.937500 Penalty: 2663.214355
	Iteration 7Q: 3 clusters Score -443842.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -443899.000000 Penalty: 2663.214355
	Iteration 8Q: 3 clusters Score -443899 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -443922.437500 Penalty: 2663.214355
	Iteration 9Q: 3 clusters Score -443922.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -443935.437500 Penalty: 2663.214355
	Iteration 10Q: 3 clusters Score -443935.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -443943.656250 Penalty: 2663.214355
	Iteration 11Q: 3 clusters Score -443943.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -443946.187500 Penalty: 2663.214355
	Iteration 12Q: 3 clusters Score -443946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -443947.625000 Penalty: 2663.214355
	Iteration 13Q: 3 clusters Score -443947.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -443951.000000 Penalty: 2663.214355
	Iteration 14Q: 3 clusters Score -443951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -443953.875000 Penalty: 2663.214355
	Iteration 15Q: 3 clusters Score -443953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -443954.250000 Penalty: 2663.214355
	Iteration 16Q: 3 clusters Score -443954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -443955.000000 Penalty: 2663.214355
	Iteration 17Q: 3 clusters Score -443955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -443955.000000 Penalty: 2663.214355
	Iteration 18F: 3 clusters Score -443955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Entering Unmasked Estep 
Score: -5048245.000000 Penalty: 1724.312500
	Iteration 0F: 2 clusters Score -5048245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -5021074.000000 Penalty: 3448.625000
	Iteration 0F: 3 clusters Score -5021074 nChanged 18967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -5031506.000000 Penalty: 3448.625000
	Iteration 1F: 3 clusters Score -5031506 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -5031902.000000 Penalty: 3448.625000
	Iteration 2Q: 3 clusters Score -5031902 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -5032267.000000 Penalty: 3448.625000
	Iteration 3Q: 3 clusters Score -5032267 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -5032649.500000 Penalty: 3448.625000
	Iteration 4Q: 3 clusters Score -5032650 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -5033007.000000 Penalty: 3448.625000
	Iteration 5Q: 3 clusters Score -5033007 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -5033404.500000 Penalty: 3448.625000
	Iteration 6Q: 3 clusters Score -5033404 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -5033772.500000 Penalty: 3448.625000
	Iteration 7Q: 3 clusters Score -5033772 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -5034134.500000 Penalty: 3448.625000
	Iteration 8Q: 3 clusters Score -5034134 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -5034571.000000 Penalty: 3448.625000
	Iteration 9Q: 3 clusters Score -5034571 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -5035064.000000 Penalty: 3448.625000
	Iteration 10Q: 3 clusters Score -5035064 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -5035677.000000 Penalty: 3448.625000
	Iteration 11Q: 3 clusters Score -5035677 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -5036525.500000 Penalty: 3448.625000
	Iteration 12Q: 3 clusters Score -5036526 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -5037636.000000 Penalty: 3448.625000
	Iteration 13Q: 3 clusters Score -5037636 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -5039138.500000 Penalty: 3448.625000
	Iteration 14F: 3 clusters Score -5039138 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -5040928.000000 Penalty: 3448.625000
	Iteration 15F: 3 clusters Score -5040928 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -5042815.500000 Penalty: 3448.625000
	Iteration 16F: 3 clusters Score -5042816 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -5044453.500000 Penalty: 3448.625000
	Iteration 17Q: 3 clusters Score -5044454 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5045584.500000 Penalty: 3448.625000
	Iteration 18Q: 3 clusters Score -5045584 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5046276.000000 Penalty: 3448.625000
	Iteration 19Q: 3 clusters Score -5046276 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5046577.500000 Penalty: 3448.625000
	Iteration 20F: 3 clusters Score -5046578 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5046718.500000 Penalty: 3448.625000
	Iteration 21Q: 3 clusters Score -5046718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5046810.500000 Penalty: 3448.625000
	Iteration 22Q: 3 clusters Score -5046810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5046876.500000 Penalty: 3448.625000
	Iteration 23Q: 3 clusters Score -5046876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5046931.500000 Penalty: 3448.625000
	Iteration 24Q: 3 clusters Score -5046932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5046960.000000 Penalty: 3448.625000
	Iteration 25Q: 3 clusters Score -5046960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5046988.000000 Penalty: 3448.625000
	Iteration 26Q: 3 clusters Score -5046988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5047004.000000 Penalty: 3448.625000
	Iteration 27Q: 3 clusters Score -5047004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5047028.500000 Penalty: 3448.625000
	Iteration 28Q: 3 clusters Score -5047028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5047047.500000 Penalty: 3448.625000
	Iteration 29Q: 3 clusters Score -5047048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5047058.500000 Penalty: 3448.625000
	Iteration 30Q: 3 clusters Score -5047058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5047059.000000 Penalty: 3448.625000
	Iteration 31Q: 3 clusters Score -5047059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5047064.500000 Penalty: 3448.625000
	Iteration 32Q: 3 clusters Score -5047064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5047069.500000 Penalty: 3448.625000
	Iteration 33Q: 3 clusters Score -5047070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5047069.000000 Penalty: 3448.625000
	Iteration 34Q: 3 clusters Score -5047069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5047067.500000 Penalty: 3448.625000
	Iteration 35Q: 3 clusters Score -5047068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5047071.500000 Penalty: 3448.625000
	Iteration 36Q: 3 clusters Score -5047072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5047074.500000 Penalty: 3448.625000
	Iteration 37Q: 3 clusters Score -5047074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5047074.500000 Penalty: 3448.625000
	Iteration 38Q: 3 clusters Score -5047074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5047071.000000 Penalty: 3448.625000
	Iteration 39Q: 3 clusters Score -5047071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5047077.500000 Penalty: 3448.625000
	Iteration 40F: 3 clusters Score -5047078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5047086.500000 Penalty: 3448.625000
	Iteration 41Q: 3 clusters Score -5047086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5047087.000000 Penalty: 3448.625000
	Iteration 42Q: 3 clusters Score -5047087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5047098.000000 Penalty: 3448.625000
	Iteration 43Q: 3 clusters Score -5047098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5047105.500000 Penalty: 3448.625000
	Iteration 44Q: 3 clusters Score -5047106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5047111.500000 Penalty: 3448.625000
	Iteration 45Q: 3 clusters Score -5047112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5047114.000000 Penalty: 3448.625000
	Iteration 46Q: 3 clusters Score -5047114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5047114.000000 Penalty: 3448.625000
	Iteration 47Q: 3 clusters Score -5047114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5047112.500000 Penalty: 3448.625000
	Iteration 48Q: 3 clusters Score -5047112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5047111.500000 Penalty: 3448.625000
	Iteration 49Q: 3 clusters Score -5047112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5047111.500000 Penalty: 3448.625000
	Iteration 50Q: 3 clusters Score -5047112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5047112.500000 Penalty: 3448.625000
	Iteration 51Q: 3 clusters Score -5047112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5047112.000000 Penalty: 3448.625000
	Iteration 52Q: 3 clusters Score -5047112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5047113.000000 Penalty: 3448.625000
	Iteration 53Q: 3 clusters Score -5047113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5047114.000000 Penalty: 3448.625000
	Iteration 54Q: 3 clusters Score -5047114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5047116.500000 Penalty: 3448.625000
	Iteration 55Q: 3 clusters Score -5047116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5047118.000000 Penalty: 3448.625000
	Iteration 56Q: 3 clusters Score -5047118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5047119.500000 Penalty: 3448.625000
	Iteration 57Q: 3 clusters Score -5047120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5047117.500000 Penalty: 3448.625000
	Iteration 58Q: 3 clusters Score -5047118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5047117.500000 Penalty: 3448.625000
	Iteration 59F: 3 clusters Score -5047118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Entering Unmasked Estep 
Score: -1618353.500000 Penalty: 1545.856079
	Iteration 0F: 2 clusters Score -1618354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1608847.000000 Penalty: 3091.712158
	Iteration 0F: 3 clusters Score -1608847 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1612118.500000 Penalty: 3091.712158
	Iteration 1F: 3 clusters Score -1612118 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1612356.250000 Penalty: 3091.712158
	Iteration 2Q: 3 clusters Score -1612356 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1612574.750000 Penalty: 3091.712158
	Iteration 3Q: 3 clusters Score -1612575 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1612843.500000 Penalty: 3091.712158
	Iteration 4Q: 3 clusters Score -1612844 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1613215.250000 Penalty: 3091.712158
	Iteration 5F: 3 clusters Score -1613215 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1613754.500000 Penalty: 3091.712158
	Iteration 6F: 3 clusters Score -1613754 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1614496.625000 Penalty: 3091.712158
	Iteration 7F: 3 clusters Score -1614497 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1615318.625000 Penalty: 3091.712158
	Iteration 8F: 3 clusters Score -1615319 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1615997.875000 Penalty: 3091.712158
	Iteration 9F: 3 clusters Score -1615998 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1616533.750000 Penalty: 3091.712158
	Iteration 10Q: 3 clusters Score -1616534 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1616894.250000 Penalty: 3091.712158
	Iteration 11Q: 3 clusters Score -1616894 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1617111.000000 Penalty: 3091.712158
	Iteration 12Q: 3 clusters Score -1617111 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1617240.625000 Penalty: 3091.712158
	Iteration 13Q: 3 clusters Score -1617241 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1617302.500000 Penalty: 3091.712158
	Iteration 14Q: 3 clusters Score -1617302 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1617336.125000 Penalty: 3091.712158
	Iteration 15Q: 3 clusters Score -1617336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1617359.375000 Penalty: 3091.712158
	Iteration 16Q: 3 clusters Score -1617359 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1617373.000000 Penalty: 3091.712158
	Iteration 17Q: 3 clusters Score -1617373 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1617383.500000 Penalty: 3091.712158
	Iteration 18Q: 3 clusters Score -1617384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1617389.125000 Penalty: 3091.712158
	Iteration 19Q: 3 clusters Score -1617389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1617392.000000 Penalty: 3091.712158
	Iteration 20F: 3 clusters Score -1617392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1617388.250000 Penalty: 3091.712158
	Iteration 21Q: 3 clusters Score -1617388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1617389.125000 Penalty: 3091.712158
	Iteration 22Q: 3 clusters Score -1617389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1617388.750000 Penalty: 3091.712158
	Iteration 23Q: 3 clusters Score -1617389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1617388.875000 Penalty: 3091.712158
	Iteration 24Q: 3 clusters Score -1617389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1617387.750000 Penalty: 3091.712158
	Iteration 25Q: 3 clusters Score -1617388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1617385.875000 Penalty: 3091.712158
	Iteration 26Q: 3 clusters Score -1617386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1617390.125000 Penalty: 3091.712158
	Iteration 27Q: 3 clusters Score -1617390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1617390.125000 Penalty: 3091.712158
	Iteration 28F: 3 clusters Score -1617390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -350939.937500 Penalty: 1295.020630
	Iteration 0F: 2 clusters Score -350939.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -348265.093750 Penalty: 2590.041260
	Iteration 0F: 3 clusters Score -348265.1 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -348896.343750 Penalty: 2590.041260
	Iteration 1F: 3 clusters Score -348896.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -349066.968750 Penalty: 2590.041260
	Iteration 2F: 3 clusters Score -349067 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -349194.625000 Penalty: 2590.041260
	Iteration 3F: 3 clusters Score -349194.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -349299.250000 Penalty: 2590.041260
	Iteration 4Q: 3 clusters Score -349299.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -349406.812500 Penalty: 2590.041260
	Iteration 5Q: 3 clusters Score -349406.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -349480.437500 Penalty: 2590.041260
	Iteration 6Q: 3 clusters Score -349480.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -349521.843750 Penalty: 2590.041260
	Iteration 7Q: 3 clusters Score -349521.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -349545.343750 Penalty: 2590.041260
	Iteration 8Q: 3 clusters Score -349545.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -349563.000000 Penalty: 2590.041260
	Iteration 9Q: 3 clusters Score -349563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -349579.781250 Penalty: 2590.041260
	Iteration 10Q: 3 clusters Score -349579.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -349592.875000 Penalty: 2590.041260
	Iteration 11Q: 3 clusters Score -349592.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -349604.187500 Penalty: 2590.041260
	Iteration 12Q: 3 clusters Score -349604.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -349619.968750 Penalty: 2590.041260
	Iteration 13Q: 3 clusters Score -349620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -349633.281250 Penalty: 2590.041260
	Iteration 14Q: 3 clusters Score -349633.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -349645.187500 Penalty: 2590.041260
	Iteration 15Q: 3 clusters Score -349645.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -349666.000000 Penalty: 2590.041260
	Iteration 16Q: 3 clusters Score -349666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -349692.875000 Penalty: 2590.041260
	Iteration 17Q: 3 clusters Score -349692.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -349722.281250 Penalty: 2590.041260
	Iteration 18Q: 3 clusters Score -349722.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -349744.000000 Penalty: 2590.041260
	Iteration 19Q: 3 clusters Score -349744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -349767.562500 Penalty: 2590.041260
	Iteration 20F: 3 clusters Score -349767.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -349787.875000 Penalty: 2590.041260
	Iteration 21Q: 3 clusters Score -349787.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -349810.687500 Penalty: 2590.041260
	Iteration 22Q: 3 clusters Score -349810.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -349838.937500 Penalty: 2590.041260
	Iteration 23Q: 3 clusters Score -349838.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -349876.000000 Penalty: 2590.041260
	Iteration 24Q: 3 clusters Score -349876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -349933.062500 Penalty: 2590.041260
	Iteration 25Q: 3 clusters Score -349933.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -350027.906250 Penalty: 2590.041260
	Iteration 26Q: 3 clusters Score -350027.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -350192.437500 Penalty: 2590.041260
	Iteration 27Q: 3 clusters Score -350192.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -350364.562500 Penalty: 2590.041260
	Iteration 28Q: 3 clusters Score -350364.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -350535.437500 Penalty: 2590.041260
	Iteration 29Q: 3 clusters Score -350535.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -350722.968750 Penalty: 2590.041260
	Iteration 30Q: 3 clusters Score -350723 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -350880.093750 Penalty: 2590.041260
	Iteration 31Q: 3 clusters Score -350880.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -350944.375000 Penalty: 2590.041260
	Iteration 32Q: 3 clusters Score -350944.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -350965.031250 Penalty: 2590.041260
	Iteration 33Q: 3 clusters Score -350965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -350981.906250 Penalty: 2590.041260
	Iteration 34Q: 3 clusters Score -350981.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -350986.593750 Penalty: 2590.041260
	Iteration 35Q: 3 clusters Score -350986.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -350989.468750 Penalty: 2590.041260
	Iteration 36Q: 3 clusters Score -350989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -350990.906250 Penalty: 2590.041260
	Iteration 37Q: 3 clusters Score -350990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -350991.093750 Penalty: 2590.041260
	Iteration 38Q: 3 clusters Score -350991.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -350992.218750 Penalty: 2590.041260
	Iteration 39Q: 3 clusters Score -350992.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -350992.218750 Penalty: 2590.041260
	Iteration 40F: 3 clusters Score -350992.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 12695 members 
Mstep: Class 3 contains 7439 members 
Mstep: Class 4 contains 71364 members 
Mstep: Class 5 contains 83184 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 95338 members 
Mstep: Class 8 contains 86574 members 
Mstep: Class 9 contains 30555 members 
Mstep: Class 10 contains 3842 members 
Mstep: Class 11 contains 25739 members 
Mstep: Class 12 contains 7967 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 3621 members 
Mstep: Class 17 contains 40585 members 
Mstep: Class 18 contains 13534 members 
Mstep: Class 19 contains 1345 members 
Mstep: Class 20 contains 7186 members 
Mstep: Class 21 contains 4021 members 
Mstep: Class 22 contains 1546 members 
Entering Unmasked Estep 
Score: -62624104.000000 Penalty: 47016.460938
Splitting cluster 19 changes total score from -62624824.000000 to -62624104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (7186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Entering Unmasked Estep 
Score: -873977.375000 Penalty: 1442.982178
	Iteration 0F: 2 clusters Score -873977.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -868608.000000 Penalty: 2885.964355
	Iteration 0F: 3 clusters Score -868608 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -870195.375000 Penalty: 2885.964355
	Iteration 1F: 3 clusters Score -870195.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -870395.750000 Penalty: 2885.964355
	Iteration 2F: 3 clusters Score -870395.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -870542.125000 Penalty: 2885.964355
	Iteration 3Q: 3 clusters Score -870542.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -870626.625000 Penalty: 2885.964355
	Iteration 4Q: 3 clusters Score -870626.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -870684.562500 Penalty: 2885.964355
	Iteration 5Q: 3 clusters Score -870684.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -870739.562500 Penalty: 2885.964355
	Iteration 6Q: 3 clusters Score -870739.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -870794.875000 Penalty: 2885.964355
	Iteration 7Q: 3 clusters Score -870794.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -870846.687500 Penalty: 2885.964355
	Iteration 8Q: 3 clusters Score -870846.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -870893.250000 Penalty: 2885.964355
	Iteration 9Q: 3 clusters Score -870893.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -870938.437500 Penalty: 2885.964355
	Iteration 10Q: 3 clusters Score -870938.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -870976.250000 Penalty: 2885.964355
	Iteration 11Q: 3 clusters Score -870976.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -871014.125000 Penalty: 2885.964355
	Iteration 12Q: 3 clusters Score -871014.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -871054.062500 Penalty: 2885.964355
	Iteration 13Q: 3 clusters Score -871054.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -871103.187500 Penalty: 2885.964355
	Iteration 14Q: 3 clusters Score -871103.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -871163.187500 Penalty: 2885.964355
	Iteration 15Q: 3 clusters Score -871163.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -871241.062500 Penalty: 2885.964355
	Iteration 16Q: 3 clusters Score -871241.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -871334.312500 Penalty: 2885.964355
	Iteration 17Q: 3 clusters Score -871334.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -871438.687500 Penalty: 2885.964355
	Iteration 18Q: 3 clusters Score -871438.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -871570.562500 Penalty: 2885.964355
	Iteration 19Q: 3 clusters Score -871570.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -871739.125000 Penalty: 2885.964355
	Iteration 20F: 3 clusters Score -871739.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -871906.687500 Penalty: 2885.964355
	Iteration 21Q: 3 clusters Score -871906.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -872080.250000 Penalty: 2885.964355
	Iteration 22Q: 3 clusters Score -872080.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -872235.562500 Penalty: 2885.964355
	Iteration 23Q: 3 clusters Score -872235.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -872381.500000 Penalty: 2885.964355
	Iteration 24Q: 3 clusters Score -872381.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -872471.562500 Penalty: 2885.964355
	Iteration 25Q: 3 clusters Score -872471.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -872533.437500 Penalty: 2885.964355
	Iteration 26Q: 3 clusters Score -872533.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -872574.250000 Penalty: 2885.964355
	Iteration 27Q: 3 clusters Score -872574.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -872599.062500 Penalty: 2885.964355
	Iteration 28Q: 3 clusters Score -872599.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -872616.812500 Penalty: 2885.964355
	Iteration 29Q: 3 clusters Score -872616.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -872633.437500 Penalty: 2885.964355
	Iteration 30Q: 3 clusters Score -872633.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -872642.000000 Penalty: 2885.964355
	Iteration 31Q: 3 clusters Score -872642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -872648.125000 Penalty: 2885.964355
	Iteration 32Q: 3 clusters Score -872648.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -872654.437500 Penalty: 2885.964355
	Iteration 33Q: 3 clusters Score -872654.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -872656.812500 Penalty: 2885.964355
	Iteration 34Q: 3 clusters Score -872656.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -872661.875000 Penalty: 2885.964355
	Iteration 35Q: 3 clusters Score -872661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -872663.437500 Penalty: 2885.964355
	Iteration 36Q: 3 clusters Score -872663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -872665.750000 Penalty: 2885.964355
	Iteration 37Q: 3 clusters Score -872665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -872668.187500 Penalty: 2885.964355
	Iteration 38Q: 3 clusters Score -872668.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -872670.500000 Penalty: 2885.964355
	Iteration 39Q: 3 clusters Score -872670.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -872675.312500 Penalty: 2885.964355
	Iteration 40F: 3 clusters Score -872675.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -872679.937500 Penalty: 2885.964355
	Iteration 41Q: 3 clusters Score -872679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -872680.812500 Penalty: 2885.964355
	Iteration 42Q: 3 clusters Score -872680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -872681.687500 Penalty: 2885.964355
	Iteration 43Q: 3 clusters Score -872681.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -872684.812500 Penalty: 2885.964355
	Iteration 44Q: 3 clusters Score -872684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -872687.437500 Penalty: 2885.964355
	Iteration 45Q: 3 clusters Score -872687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -872688.625000 Penalty: 2885.964355
	Iteration 46Q: 3 clusters Score -872688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -872689.000000 Penalty: 2885.964355
	Iteration 47Q: 3 clusters Score -872689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -872689.625000 Penalty: 2885.964355
	Iteration 48Q: 3 clusters Score -872689.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -872691.250000 Penalty: 2885.964355
	Iteration 49Q: 3 clusters Score -872691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -872690.937500 Penalty: 2885.964355
	Iteration 50Q: 3 clusters Score -872690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -872691.000000 Penalty: 2885.964355
	Iteration 51Q: 3 clusters Score -872691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -872696.250000 Penalty: 2885.964355
	Iteration 52Q: 3 clusters Score -872696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -872698.312500 Penalty: 2885.964355
	Iteration 53Q: 3 clusters Score -872698.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -872699.000000 Penalty: 2885.964355
	Iteration 54Q: 3 clusters Score -872699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -872701.687500 Penalty: 2885.964355
	Iteration 55Q: 3 clusters Score -872701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -872702.000000 Penalty: 2885.964355
	Iteration 56Q: 3 clusters Score -872702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -872702.562500 Penalty: 2885.964355
	Iteration 57Q: 3 clusters Score -872702.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -872702.562500 Penalty: 2885.964355
	Iteration 58F: 3 clusters Score -872702.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 12695 members 
Mstep: Class 3 contains 7439 members 
Mstep: Class 4 contains 71364 members 
Mstep: Class 5 contains 83184 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 95338 members 
Mstep: Class 8 contains 86574 members 
Mstep: Class 9 contains 30555 members 
Mstep: Class 10 contains 3842 members 
Mstep: Class 11 contains 25739 members 
Mstep: Class 12 contains 7967 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 3621 members 
Mstep: Class 17 contains 40585 members 
Mstep: Class 18 contains 13534 members 
Mstep: Class 19 contains 2891 members 
Mstep: Class 20 contains 7186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62625672.000000 Penalty: 44879.351562
Iteration 79Q: 22 clusters Score -6.262567e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 12698 members 
Mstep: Class 3 contains 7629 members 
Mstep: Class 4 contains 71237 members 
Mstep: Class 5 contains 83176 members 
Mstep: Class 6 contains 3313 members 
Mstep: Class 7 contains 95164 members 
Mstep: Class 8 contains 86578 members 
Mstep: Class 9 contains 30578 members 
Mstep: Class 10 contains 3841 members 
Mstep: Class 11 contains 25718 members 
Mstep: Class 12 contains 7952 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 3644 members 
Mstep: Class 17 contains 40552 members 
Mstep: Class 18 contains 13569 members 
Mstep: Class 19 contains 2887 members 
Mstep: Class 20 contains 7157 members 
Mstep: Class 21 contains 4160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626032.000000 Penalty: 44879.351562
Iteration 80F: 22 clusters Score -6.262603e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 12705 members 
Mstep: Class 3 contains 7766 members 
Mstep: Class 4 contains 71136 members 
Mstep: Class 5 contains 83183 members 
Mstep: Class 6 contains 3308 members 
Mstep: Class 7 contains 95042 members 
Mstep: Class 8 contains 86560 members 
Mstep: Class 9 contains 30595 members 
Mstep: Class 10 contains 3841 members 
Mstep: Class 11 contains 25698 members 
Mstep: Class 12 contains 7950 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 3660 members 
Mstep: Class 17 contains 40488 members 
Mstep: Class 18 contains 13614 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 7111 members 
Mstep: Class 21 contains 4305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626104.000000 Penalty: 44879.351562
Iteration 81Q: 22 clusters Score -6.26261e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 12714 members 
Mstep: Class 3 contains 7854 members 
Mstep: Class 4 contains 71074 members 
Mstep: Class 5 contains 83202 members 
Mstep: Class 6 contains 3306 members 
Mstep: Class 7 contains 94962 members 
Mstep: Class 8 contains 86557 members 
Mstep: Class 9 contains 30610 members 
Mstep: Class 10 contains 3848 members 
Mstep: Class 11 contains 25679 members 
Mstep: Class 12 contains 7950 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 3663 members 
Mstep: Class 17 contains 40395 members 
Mstep: Class 18 contains 13655 members 
Mstep: Class 19 contains 2872 members 
Mstep: Class 20 contains 7070 members 
Mstep: Class 21 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626196.000000 Penalty: 44879.351562
Iteration 82Q: 22 clusters Score -6.26262e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 12720 members 
Mstep: Class 3 contains 7930 members 
Mstep: Class 4 contains 71020 members 
Mstep: Class 5 contains 83226 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 94908 members 
Mstep: Class 8 contains 86544 members 
Mstep: Class 9 contains 30623 members 
Mstep: Class 10 contains 3839 members 
Mstep: Class 11 contains 25661 members 
Mstep: Class 12 contains 7947 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2420 members 
Mstep: Class 16 contains 3665 members 
Mstep: Class 17 contains 40305 members 
Mstep: Class 18 contains 13691 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 7041 members 
Mstep: Class 21 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626256.000000 Penalty: 44879.351562
Iteration 83Q: 22 clusters Score -6.262626e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 12723 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 70976 members 
Mstep: Class 5 contains 83250 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 94839 members 
Mstep: Class 8 contains 86535 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 3836 members 
Mstep: Class 11 contains 25653 members 
Mstep: Class 12 contains 7942 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2426 members 
Mstep: Class 16 contains 3663 members 
Mstep: Class 17 contains 40214 members 
Mstep: Class 18 contains 13732 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 7009 members 
Mstep: Class 21 contains 4594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626264.000000 Penalty: 44879.351562
Iteration 84Q: 22 clusters Score -6.262626e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 12730 members 
Mstep: Class 3 contains 8091 members 
Mstep: Class 4 contains 70953 members 
Mstep: Class 5 contains 83267 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 94781 members 
Mstep: Class 8 contains 86528 members 
Mstep: Class 9 contains 30636 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 25638 members 
Mstep: Class 12 contains 7937 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2432 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 40152 members 
Mstep: Class 18 contains 13774 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6970 members 
Mstep: Class 21 contains 4643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626284.000000 Penalty: 44879.351562
Iteration 85Q: 22 clusters Score -6.262628e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 12733 members 
Mstep: Class 3 contains 8162 members 
Mstep: Class 4 contains 70938 members 
Mstep: Class 5 contains 83289 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 94709 members 
Mstep: Class 8 contains 86516 members 
Mstep: Class 9 contains 30639 members 
Mstep: Class 10 contains 3832 members 
Mstep: Class 11 contains 25640 members 
Mstep: Class 12 contains 7937 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2437 members 
Mstep: Class 16 contains 3663 members 
Mstep: Class 17 contains 40085 members 
Mstep: Class 18 contains 13806 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6938 members 
Mstep: Class 21 contains 4682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626316.000000 Penalty: 44879.351562
Iteration 86Q: 22 clusters Score -6.262632e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 12732 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 70911 members 
Mstep: Class 5 contains 83309 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 94662 members 
Mstep: Class 8 contains 86514 members 
Mstep: Class 9 contains 30650 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 25634 members 
Mstep: Class 12 contains 7930 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 3663 members 
Mstep: Class 17 contains 40022 members 
Mstep: Class 18 contains 13835 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6912 members 
Mstep: Class 21 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626384.000000 Penalty: 44879.351562
Iteration 87Q: 22 clusters Score -6.262638e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 12731 members 
Mstep: Class 3 contains 8270 members 
Mstep: Class 4 contains 70905 members 
Mstep: Class 5 contains 83320 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 94611 members 
Mstep: Class 8 contains 86511 members 
Mstep: Class 9 contains 30663 members 
Mstep: Class 10 contains 3840 members 
Mstep: Class 11 contains 25634 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 3664 members 
Mstep: Class 17 contains 39966 members 
Mstep: Class 18 contains 13857 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6885 members 
Mstep: Class 21 contains 4733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626472.000000 Penalty: 44879.351562
Iteration 88Q: 22 clusters Score -6.262647e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 12737 members 
Mstep: Class 3 contains 8306 members 
Mstep: Class 4 contains 70888 members 
Mstep: Class 5 contains 83335 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 94567 members 
Mstep: Class 8 contains 86510 members 
Mstep: Class 9 contains 30675 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 25636 members 
Mstep: Class 12 contains 7923 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 39911 members 
Mstep: Class 18 contains 13881 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 6865 members 
Mstep: Class 21 contains 4758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626480.000000 Penalty: 44879.351562
Iteration 89Q: 22 clusters Score -6.262648e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 12741 members 
Mstep: Class 3 contains 8353 members 
Mstep: Class 4 contains 70877 members 
Mstep: Class 5 contains 83350 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 94522 members 
Mstep: Class 8 contains 86511 members 
Mstep: Class 9 contains 30679 members 
Mstep: Class 10 contains 3845 members 
Mstep: Class 11 contains 25640 members 
Mstep: Class 12 contains 7922 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2454 members 
Mstep: Class 16 contains 3665 members 
Mstep: Class 17 contains 39871 members 
Mstep: Class 18 contains 13898 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 6852 members 
Mstep: Class 21 contains 4769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626524.000000 Penalty: 44879.351562
Iteration 90Q: 22 clusters Score -6.262652e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 12742 members 
Mstep: Class 3 contains 8387 members 
Mstep: Class 4 contains 70871 members 
Mstep: Class 5 contains 83358 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 94489 members 
Mstep: Class 8 contains 86519 members 
Mstep: Class 9 contains 30684 members 
Mstep: Class 10 contains 3845 members 
Mstep: Class 11 contains 25639 members 
Mstep: Class 12 contains 7918 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2457 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 39840 members 
Mstep: Class 18 contains 13917 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6832 members 
Mstep: Class 21 contains 4775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626572.000000 Penalty: 44879.351562
Iteration 91Q: 22 clusters Score -6.262657e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 12739 members 
Mstep: Class 3 contains 8411 members 
Mstep: Class 4 contains 70870 members 
Mstep: Class 5 contains 83364 members 
Mstep: Class 6 contains 3299 members 
Mstep: Class 7 contains 94441 members 
Mstep: Class 8 contains 86526 members 
Mstep: Class 9 contains 30694 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25641 members 
Mstep: Class 12 contains 7917 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2457 members 
Mstep: Class 16 contains 3667 members 
Mstep: Class 17 contains 39820 members 
Mstep: Class 18 contains 13930 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6824 members 
Mstep: Class 21 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626444.000000 Penalty: 44879.351562
Iteration 92Q: 22 clusters Score -6.262644e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 12736 members 
Mstep: Class 3 contains 8442 members 
Mstep: Class 4 contains 70870 members 
Mstep: Class 5 contains 83370 members 
Mstep: Class 6 contains 3299 members 
Mstep: Class 7 contains 94408 members 
Mstep: Class 8 contains 86524 members 
Mstep: Class 9 contains 30702 members 
Mstep: Class 10 contains 3842 members 
Mstep: Class 11 contains 25644 members 
Mstep: Class 12 contains 7911 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 16 contains 3667 members 
Mstep: Class 17 contains 39800 members 
Mstep: Class 18 contains 13937 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6816 members 
Mstep: Class 21 contains 4793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626404.000000 Penalty: 44879.351562
Iteration 93Q: 22 clusters Score -6.26264e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 12736 members 
Mstep: Class 3 contains 8464 members 
Mstep: Class 4 contains 70867 members 
Mstep: Class 5 contains 83378 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 94379 members 
Mstep: Class 8 contains 86527 members 
Mstep: Class 9 contains 30709 members 
Mstep: Class 10 contains 3840 members 
Mstep: Class 11 contains 25649 members 
Mstep: Class 12 contains 7907 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2460 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 39774 members 
Mstep: Class 18 contains 13943 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6810 members 
Mstep: Class 21 contains 4803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626440.000000 Penalty: 44879.351562
Iteration 94Q: 22 clusters Score -6.262644e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 12735 members 
Mstep: Class 3 contains 8482 members 
Mstep: Class 4 contains 70867 members 
Mstep: Class 5 contains 83379 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 94348 members 
Mstep: Class 8 contains 86531 members 
Mstep: Class 9 contains 30716 members 
Mstep: Class 10 contains 3842 members 
Mstep: Class 11 contains 25652 members 
Mstep: Class 12 contains 7906 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 39753 members 
Mstep: Class 18 contains 13941 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6809 members 
Mstep: Class 21 contains 4809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626336.000000 Penalty: 44879.351562
Iteration 95Q: 22 clusters Score -6.262634e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 12738 members 
Mstep: Class 3 contains 8510 members 
Mstep: Class 4 contains 70862 members 
Mstep: Class 5 contains 83380 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 94317 members 
Mstep: Class 8 contains 86534 members 
Mstep: Class 9 contains 30719 members 
Mstep: Class 10 contains 3841 members 
Mstep: Class 11 contains 25653 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3665 members 
Mstep: Class 17 contains 39737 members 
Mstep: Class 18 contains 13947 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6806 members 
Mstep: Class 21 contains 4815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626408.000000 Penalty: 44879.351562
Iteration 96Q: 22 clusters Score -6.262641e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 12737 members 
Mstep: Class 3 contains 8539 members 
Mstep: Class 4 contains 70855 members 
Mstep: Class 5 contains 83383 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 94285 members 
Mstep: Class 8 contains 86534 members 
Mstep: Class 9 contains 30722 members 
Mstep: Class 10 contains 3840 members 
Mstep: Class 11 contains 25656 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2463 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 39719 members 
Mstep: Class 18 contains 13954 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6801 members 
Mstep: Class 21 contains 4818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626368.000000 Penalty: 44879.351562
Iteration 97Q: 22 clusters Score -6.262637e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 12741 members 
Mstep: Class 3 contains 8560 members 
Mstep: Class 4 contains 70851 members 
Mstep: Class 5 contains 83384 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 94267 members 
Mstep: Class 8 contains 86530 members 
Mstep: Class 9 contains 30722 members 
Mstep: Class 10 contains 3840 members 
Mstep: Class 11 contains 25658 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 39700 members 
Mstep: Class 18 contains 13959 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6797 members 
Mstep: Class 21 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626432.000000 Penalty: 44879.351562
Iteration 98Q: 22 clusters Score -6.262643e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 12745 members 
Mstep: Class 3 contains 8588 members 
Mstep: Class 4 contains 70845 members 
Mstep: Class 5 contains 83389 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 94244 members 
Mstep: Class 8 contains 86526 members 
Mstep: Class 9 contains 30725 members 
Mstep: Class 10 contains 3840 members 
Mstep: Class 11 contains 25661 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3667 members 
Mstep: Class 17 contains 39675 members 
Mstep: Class 18 contains 13962 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 4834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626436.000000 Penalty: 44879.351562
Iteration 99Q: 22 clusters Score -6.262644e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 12750 members 
Mstep: Class 3 contains 8609 members 
Mstep: Class 4 contains 70845 members 
Mstep: Class 5 contains 83394 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 94223 members 
Mstep: Class 8 contains 86527 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 3841 members 
Mstep: Class 11 contains 25664 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 39653 members 
Mstep: Class 18 contains 13965 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6793 members 
Mstep: Class 21 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626420.000000 Penalty: 44879.351562
Iteration 100F: 22 clusters Score -6.262642e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 12751 members 
Mstep: Class 3 contains 8626 members 
Mstep: Class 4 contains 70837 members 
Mstep: Class 5 contains 83400 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 94212 members 
Mstep: Class 8 contains 86524 members 
Mstep: Class 9 contains 30724 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 25668 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2463 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 39636 members 
Mstep: Class 18 contains 13967 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6793 members 
Mstep: Class 21 contains 4849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626360.000000 Penalty: 44879.351562
Iteration 101Q: 22 clusters Score -6.262636e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12751 members 
Mstep: Class 3 contains 8643 members 
Mstep: Class 4 contains 70833 members 
Mstep: Class 5 contains 83404 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 94201 members 
Mstep: Class 8 contains 86521 members 
Mstep: Class 9 contains 30725 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 25669 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3660 members 
Mstep: Class 17 contains 39626 members 
Mstep: Class 18 contains 13968 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6793 members 
Mstep: Class 21 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626404.000000 Penalty: 44879.351562
Iteration 102Q: 22 clusters Score -6.26264e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 12752 members 
Mstep: Class 3 contains 8663 members 
Mstep: Class 4 contains 70834 members 
Mstep: Class 5 contains 83407 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 94190 members 
Mstep: Class 8 contains 86519 members 
Mstep: Class 9 contains 30723 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 25669 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 39611 members 
Mstep: Class 18 contains 13970 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6787 members 
Mstep: Class 21 contains 4860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626356.000000 Penalty: 44879.351562
Iteration 103Q: 22 clusters Score -6.262636e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 12753 members 
Mstep: Class 3 contains 8682 members 
Mstep: Class 4 contains 70837 members 
Mstep: Class 5 contains 83412 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 94171 members 
Mstep: Class 8 contains 86514 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25672 members 
Mstep: Class 12 contains 7902 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 39602 members 
Mstep: Class 18 contains 13974 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6781 members 
Mstep: Class 21 contains 4860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626340.000000 Penalty: 44879.351562
Iteration 104Q: 22 clusters Score -6.262634e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 12753 members 
Mstep: Class 3 contains 8701 members 
Mstep: Class 4 contains 70829 members 
Mstep: Class 5 contains 83416 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 94155 members 
Mstep: Class 8 contains 86512 members 
Mstep: Class 9 contains 30730 members 
Mstep: Class 10 contains 3842 members 
Mstep: Class 11 contains 25680 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 39595 members 
Mstep: Class 18 contains 13980 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6776 members 
Mstep: Class 21 contains 4861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626356.000000 Penalty: 44879.351562
Iteration 105Q: 22 clusters Score -6.262636e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12753 members 
Mstep: Class 3 contains 8716 members 
Mstep: Class 4 contains 70827 members 
Mstep: Class 5 contains 83417 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 94145 members 
Mstep: Class 8 contains 86510 members 
Mstep: Class 9 contains 30731 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25682 members 
Mstep: Class 12 contains 7902 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 39587 members 
Mstep: Class 18 contains 13988 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6767 members 
Mstep: Class 21 contains 4860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626340.000000 Penalty: 44879.351562
Iteration 106Q: 22 clusters Score -6.262634e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 70829 members 
Mstep: Class 5 contains 83419 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 94127 members 
Mstep: Class 8 contains 86505 members 
Mstep: Class 9 contains 30733 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25688 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 39579 members 
Mstep: Class 18 contains 13995 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6756 members 
Mstep: Class 21 contains 4860 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 22 clusters Score -6.262632e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 12758 members 
Mstep: Class 3 contains 8750 members 
Mstep: Class 4 contains 70828 members 
Mstep: Class 5 contains 83415 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 94110 members 
Mstep: Class 8 contains 86506 members 
Mstep: Class 9 contains 30738 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25687 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3653 members 
Mstep: Class 17 contains 39573 members 
Mstep: Class 18 contains 14002 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6749 members 
Mstep: Class 21 contains 4861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626348.000000 Penalty: 44879.351562
Iteration 108Q: 22 clusters Score -6.262635e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 12762 members 
Mstep: Class 3 contains 8763 members 
Mstep: Class 4 contains 70829 members 
Mstep: Class 5 contains 83415 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 94086 members 
Mstep: Class 8 contains 86506 members 
Mstep: Class 9 contains 30742 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25690 members 
Mstep: Class 12 contains 7905 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3652 members 
Mstep: Class 17 contains 39568 members 
Mstep: Class 18 contains 14006 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6744 members 
Mstep: Class 21 contains 4862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626324.000000 Penalty: 44879.351562
Iteration 109Q: 22 clusters Score -6.262632e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12767 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 70825 members 
Mstep: Class 5 contains 83417 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 94075 members 
Mstep: Class 8 contains 86505 members 
Mstep: Class 9 contains 30738 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25695 members 
Mstep: Class 12 contains 7907 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3649 members 
Mstep: Class 17 contains 39567 members 
Mstep: Class 18 contains 14009 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6742 members 
Mstep: Class 21 contains 4862 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 22 clusters Score -6.262632e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 12768 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 70825 members 
Mstep: Class 5 contains 83416 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 94071 members 
Mstep: Class 8 contains 86502 members 
Mstep: Class 9 contains 30735 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25699 members 
Mstep: Class 12 contains 7905 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3645 members 
Mstep: Class 17 contains 39567 members 
Mstep: Class 18 contains 14013 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6738 members 
Mstep: Class 21 contains 4862 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 22 clusters Score -6.262637e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 12768 members 
Mstep: Class 3 contains 8797 members 
Mstep: Class 4 contains 70831 members 
Mstep: Class 5 contains 83415 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 94056 members 
Mstep: Class 8 contains 86502 members 
Mstep: Class 9 contains 30733 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25704 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 39567 members 
Mstep: Class 18 contains 14014 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 4862 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 22 clusters Score -6.262637e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 12767 members 
Mstep: Class 3 contains 8812 members 
Mstep: Class 4 contains 70832 members 
Mstep: Class 5 contains 83415 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 94040 members 
Mstep: Class 8 contains 86504 members 
Mstep: Class 9 contains 30732 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25708 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 39566 members 
Mstep: Class 18 contains 14015 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6732 members 
Mstep: Class 21 contains 4859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626440.000000 Penalty: 44879.351562
Iteration 113Q: 22 clusters Score -6.262644e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 12767 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 70832 members 
Mstep: Class 5 contains 83413 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 94023 members 
Mstep: Class 8 contains 86508 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25712 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 39567 members 
Mstep: Class 18 contains 14016 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6731 members 
Mstep: Class 21 contains 4858 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 22 clusters Score -6.26265e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12767 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 70829 members 
Mstep: Class 5 contains 83412 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 94012 members 
Mstep: Class 8 contains 86511 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25716 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 39567 members 
Mstep: Class 18 contains 14018 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6731 members 
Mstep: Class 21 contains 4858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626508.000000 Penalty: 44879.351562
Iteration 115Q: 22 clusters Score -6.262651e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12767 members 
Mstep: Class 3 contains 8860 members 
Mstep: Class 4 contains 70831 members 
Mstep: Class 5 contains 83411 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 93998 members 
Mstep: Class 8 contains 86513 members 
Mstep: Class 9 contains 30716 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25716 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 17 contains 39567 members 
Mstep: Class 18 contains 14018 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6732 members 
Mstep: Class 21 contains 4858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626476.000000 Penalty: 44879.351562
Iteration 116Q: 22 clusters Score -6.262648e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12767 members 
Mstep: Class 3 contains 8879 members 
Mstep: Class 4 contains 70828 members 
Mstep: Class 5 contains 83410 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 93991 members 
Mstep: Class 8 contains 86513 members 
Mstep: Class 9 contains 30709 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25720 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3636 members 
Mstep: Class 17 contains 39568 members 
Mstep: Class 18 contains 14019 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6731 members 
Mstep: Class 21 contains 4857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626440.000000 Penalty: 44879.351562
Iteration 117Q: 22 clusters Score -6.262644e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12769 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 70825 members 
Mstep: Class 5 contains 83410 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 93985 members 
Mstep: Class 8 contains 86514 members 
Mstep: Class 9 contains 30706 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25721 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3633 members 
Mstep: Class 17 contains 39568 members 
Mstep: Class 18 contains 14019 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6731 members 
Mstep: Class 21 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626400.000000 Penalty: 44879.351562
Iteration 118Q: 22 clusters Score -6.26264e+07 nChanged 38
Entering ConstructFrom: 
Score: -62626400.000000 Penalty: 44879.351562
Entering ConstructFrom: 
Trying to split cluster 1 (12171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Entering Unmasked Estep 
Score: -1535338.625000 Penalty: 1528.606934
	Iteration 0F: 2 clusters Score -1535339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1526866.625000 Penalty: 3057.213867
	Iteration 0F: 3 clusters Score -1526867 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1529697.625000 Penalty: 3057.213867
	Iteration 1F: 3 clusters Score -1529698 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1530069.000000 Penalty: 3057.213867
	Iteration 2F: 3 clusters Score -1530069 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1530484.750000 Penalty: 3057.213867
	Iteration 3F: 3 clusters Score -1530485 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1531031.500000 Penalty: 3057.213867
	Iteration 4F: 3 clusters Score -1531032 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1531986.125000 Penalty: 3057.213867
	Iteration 5F: 3 clusters Score -1531986 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1533269.750000 Penalty: 3057.213867
	Iteration 6F: 3 clusters Score -1533270 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1534396.500000 Penalty: 3057.213867
	Iteration 7F: 3 clusters Score -1534396 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1535034.625000 Penalty: 3057.213867
	Iteration 8F: 3 clusters Score -1535035 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1535338.625000 Penalty: 3057.213867
	Iteration 9Q: 3 clusters Score -1535339 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1535483.375000 Penalty: 3057.213867
	Iteration 10Q: 3 clusters Score -1535483 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1535562.375000 Penalty: 3057.213867
	Iteration 11Q: 3 clusters Score -1535562 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1535612.125000 Penalty: 3057.213867
	Iteration 12Q: 3 clusters Score -1535612 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1535644.125000 Penalty: 3057.213867
	Iteration 13Q: 3 clusters Score -1535644 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1535679.625000 Penalty: 3057.213867
	Iteration 14Q: 3 clusters Score -1535680 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1535712.000000 Penalty: 3057.213867
	Iteration 15Q: 3 clusters Score -1535712 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1535750.500000 Penalty: 3057.213867
	Iteration 16Q: 3 clusters Score -1535750 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1535770.000000 Penalty: 3057.213867
	Iteration 17Q: 3 clusters Score -1535770 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1535800.625000 Penalty: 3057.213867
	Iteration 18Q: 3 clusters Score -1535801 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1535818.500000 Penalty: 3057.213867
	Iteration 19Q: 3 clusters Score -1535818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1535836.625000 Penalty: 3057.213867
	Iteration 20F: 3 clusters Score -1535837 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1535846.000000 Penalty: 3057.213867
	Iteration 21Q: 3 clusters Score -1535846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1535864.500000 Penalty: 3057.213867
	Iteration 22Q: 3 clusters Score -1535864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1535875.750000 Penalty: 3057.213867
	Iteration 23Q: 3 clusters Score -1535876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1535889.125000 Penalty: 3057.213867
	Iteration 24Q: 3 clusters Score -1535889 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1535903.625000 Penalty: 3057.213867
	Iteration 25Q: 3 clusters Score -1535904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1535916.125000 Penalty: 3057.213867
	Iteration 26Q: 3 clusters Score -1535916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1535929.750000 Penalty: 3057.213867
	Iteration 27Q: 3 clusters Score -1535930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1535937.750000 Penalty: 3057.213867
	Iteration 28Q: 3 clusters Score -1535938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1535944.875000 Penalty: 3057.213867
	Iteration 29Q: 3 clusters Score -1535945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1535958.125000 Penalty: 3057.213867
	Iteration 30Q: 3 clusters Score -1535958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1535958.000000 Penalty: 3057.213867
	Iteration 31Q: 3 clusters Score -1535958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1535963.875000 Penalty: 3057.213867
	Iteration 32Q: 3 clusters Score -1535964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1535973.625000 Penalty: 3057.213867
	Iteration 33Q: 3 clusters Score -1535974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1535973.625000 Penalty: 3057.213867
	Iteration 34Q: 3 clusters Score -1535974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1535973.500000 Penalty: 3057.213867
	Iteration 35Q: 3 clusters Score -1535974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1535974.500000 Penalty: 3057.213867
	Iteration 36Q: 3 clusters Score -1535974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1535983.125000 Penalty: 3057.213867
	Iteration 37Q: 3 clusters Score -1535983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1535987.750000 Penalty: 3057.213867
	Iteration 38Q: 3 clusters Score -1535988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1535989.375000 Penalty: 3057.213867
	Iteration 39Q: 3 clusters Score -1535989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1535996.250000 Penalty: 3057.213867
	Iteration 40F: 3 clusters Score -1535996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1536000.500000 Penalty: 3057.213867
	Iteration 41Q: 3 clusters Score -1536000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1536002.625000 Penalty: 3057.213867
	Iteration 42Q: 3 clusters Score -1536003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1536003.625000 Penalty: 3057.213867
	Iteration 43Q: 3 clusters Score -1536004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1536008.375000 Penalty: 3057.213867
	Iteration 44Q: 3 clusters Score -1536008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1536010.375000 Penalty: 3057.213867
	Iteration 45Q: 3 clusters Score -1536010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1536016.750000 Penalty: 3057.213867
	Iteration 46Q: 3 clusters Score -1536017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1536018.625000 Penalty: 3057.213867
	Iteration 47Q: 3 clusters Score -1536019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1536021.875000 Penalty: 3057.213867
	Iteration 48Q: 3 clusters Score -1536022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1536021.625000 Penalty: 3057.213867
	Iteration 49Q: 3 clusters Score -1536022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1536026.250000 Penalty: 3057.213867
	Iteration 50Q: 3 clusters Score -1536026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1536023.625000 Penalty: 3057.213867
	Iteration 51Q: 3 clusters Score -1536024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1536029.625000 Penalty: 3057.213867
	Iteration 52Q: 3 clusters Score -1536030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1536030.250000 Penalty: 3057.213867
	Iteration 53Q: 3 clusters Score -1536030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1536033.750000 Penalty: 3057.213867
	Iteration 54Q: 3 clusters Score -1536034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1536033.625000 Penalty: 3057.213867
	Iteration 55Q: 3 clusters Score -1536034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1536034.750000 Penalty: 3057.213867
	Iteration 56Q: 3 clusters Score -1536035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1536036.750000 Penalty: 3057.213867
	Iteration 57Q: 3 clusters Score -1536037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1536037.000000 Penalty: 3057.213867
	Iteration 58Q: 3 clusters Score -1536037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1536035.375000 Penalty: 3057.213867
	Iteration 59Q: 3 clusters Score -1536035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1536038.250000 Penalty: 3057.213867
	Iteration 60F: 3 clusters Score -1536038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1536038.500000 Penalty: 3057.213867
	Iteration 61Q: 3 clusters Score -1536038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1536038.500000 Penalty: 3057.213867
	Iteration 62F: 3 clusters Score -1536038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 12771 members 
Mstep: Class 3 contains 8909 members 
Mstep: Class 4 contains 70825 members 
Mstep: Class 5 contains 83410 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 93974 members 
Mstep: Class 8 contains 86516 members 
Mstep: Class 9 contains 30700 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25722 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 39568 members 
Mstep: Class 18 contains 14019 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6731 members 
Mstep: Class 21 contains 4853 members 
Mstep: Class 22 contains 8474 members 
Entering Unmasked Estep 
Score: -62626308.000000 Penalty: 47016.460938
Splitting cluster 1 changes total score from -62626400.000000 to -62626308.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (12771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Entering Unmasked Estep 
Score: -1624661.000000 Penalty: 1536.426514
	Iteration 0F: 2 clusters Score -1624661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1615759.125000 Penalty: 3072.853027
	Iteration 0F: 3 clusters Score -1615759 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1618713.875000 Penalty: 3072.853027
	Iteration 1F: 3 clusters Score -1618714 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1619001.625000 Penalty: 3072.853027
	Iteration 2F: 3 clusters Score -1619002 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1619243.750000 Penalty: 3072.853027
	Iteration 3Q: 3 clusters Score -1619244 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1619495.000000 Penalty: 3072.853027
	Iteration 4Q: 3 clusters Score -1619495 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1619792.000000 Penalty: 3072.853027
	Iteration 5Q: 3 clusters Score -1619792 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1620148.625000 Penalty: 3072.853027
	Iteration 6Q: 3 clusters Score -1620149 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1620644.625000 Penalty: 3072.853027
	Iteration 7F: 3 clusters Score -1620645 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1621216.125000 Penalty: 3072.853027
	Iteration 8F: 3 clusters Score -1621216 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1621738.875000 Penalty: 3072.853027
	Iteration 9Q: 3 clusters Score -1621739 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1622154.500000 Penalty: 3072.853027
	Iteration 10Q: 3 clusters Score -1622154 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1622427.375000 Penalty: 3072.853027
	Iteration 11Q: 3 clusters Score -1622427 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1622630.125000 Penalty: 3072.853027
	Iteration 12Q: 3 clusters Score -1622630 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1622784.875000 Penalty: 3072.853027
	Iteration 13Q: 3 clusters Score -1622785 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1622914.750000 Penalty: 3072.853027
	Iteration 14Q: 3 clusters Score -1622915 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1623061.500000 Penalty: 3072.853027
	Iteration 15Q: 3 clusters Score -1623062 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1623193.500000 Penalty: 3072.853027
	Iteration 16Q: 3 clusters Score -1623194 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1623280.125000 Penalty: 3072.853027
	Iteration 17Q: 3 clusters Score -1623280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1623344.125000 Penalty: 3072.853027
	Iteration 18Q: 3 clusters Score -1623344 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1623380.250000 Penalty: 3072.853027
	Iteration 19Q: 3 clusters Score -1623380 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1623420.250000 Penalty: 3072.853027
	Iteration 20F: 3 clusters Score -1623420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1623454.375000 Penalty: 3072.853027
	Iteration 21Q: 3 clusters Score -1623454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1623483.625000 Penalty: 3072.853027
	Iteration 22Q: 3 clusters Score -1623484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1623504.500000 Penalty: 3072.853027
	Iteration 23Q: 3 clusters Score -1623504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1623517.375000 Penalty: 3072.853027
	Iteration 24Q: 3 clusters Score -1623517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1623525.750000 Penalty: 3072.853027
	Iteration 25Q: 3 clusters Score -1623526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1623530.000000 Penalty: 3072.853027
	Iteration 26Q: 3 clusters Score -1623530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1623529.750000 Penalty: 3072.853027
	Iteration 27Q: 3 clusters Score -1623530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1623530.000000 Penalty: 3072.853027
	Iteration 28Q: 3 clusters Score -1623530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1623532.125000 Penalty: 3072.853027
	Iteration 29Q: 3 clusters Score -1623532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1623532.125000 Penalty: 3072.853027
	Iteration 30F: 3 clusters Score -1623532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Entering Unmasked Estep 
Score: -1105486.250000 Penalty: 1477.907837
	Iteration 0F: 2 clusters Score -1105486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1099013.625000 Penalty: 2955.815674
	Iteration 0F: 3 clusters Score -1099014 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1101036.750000 Penalty: 2955.815674
	Iteration 1F: 3 clusters Score -1101037 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1101243.125000 Penalty: 2955.815674
	Iteration 2F: 3 clusters Score -1101243 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1101445.750000 Penalty: 2955.815674
	Iteration 3Q: 3 clusters Score -1101446 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1101611.500000 Penalty: 2955.815674
	Iteration 4Q: 3 clusters Score -1101612 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1101761.375000 Penalty: 2955.815674
	Iteration 5Q: 3 clusters Score -1101761 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1101914.250000 Penalty: 2955.815674
	Iteration 6Q: 3 clusters Score -1101914 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1102079.000000 Penalty: 2955.815674
	Iteration 7Q: 3 clusters Score -1102079 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1102254.250000 Penalty: 2955.815674
	Iteration 8Q: 3 clusters Score -1102254 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1102431.375000 Penalty: 2955.815674
	Iteration 9Q: 3 clusters Score -1102431 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1102579.875000 Penalty: 2955.815674
	Iteration 10Q: 3 clusters Score -1102580 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1102746.375000 Penalty: 2955.815674
	Iteration 11Q: 3 clusters Score -1102746 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1102951.625000 Penalty: 2955.815674
	Iteration 12Q: 3 clusters Score -1102952 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1103130.375000 Penalty: 2955.815674
	Iteration 13Q: 3 clusters Score -1103130 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1103278.250000 Penalty: 2955.815674
	Iteration 14Q: 3 clusters Score -1103278 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1103379.875000 Penalty: 2955.815674
	Iteration 15Q: 3 clusters Score -1103380 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1103457.250000 Penalty: 2955.815674
	Iteration 16Q: 3 clusters Score -1103457 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1103520.125000 Penalty: 2955.815674
	Iteration 17Q: 3 clusters Score -1103520 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1103558.875000 Penalty: 2955.815674
	Iteration 18Q: 3 clusters Score -1103559 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1103588.125000 Penalty: 2955.815674
	Iteration 19Q: 3 clusters Score -1103588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1103619.250000 Penalty: 2955.815674
	Iteration 20F: 3 clusters Score -1103619 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1103651.750000 Penalty: 2955.815674
	Iteration 21Q: 3 clusters Score -1103652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1103698.250000 Penalty: 2955.815674
	Iteration 22Q: 3 clusters Score -1103698 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1103739.875000 Penalty: 2955.815674
	Iteration 23Q: 3 clusters Score -1103740 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1103779.375000 Penalty: 2955.815674
	Iteration 24Q: 3 clusters Score -1103779 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1103806.000000 Penalty: 2955.815674
	Iteration 25Q: 3 clusters Score -1103806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1103835.375000 Penalty: 2955.815674
	Iteration 26Q: 3 clusters Score -1103835 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1103865.500000 Penalty: 2955.815674
	Iteration 27Q: 3 clusters Score -1103866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1103894.000000 Penalty: 2955.815674
	Iteration 28Q: 3 clusters Score -1103894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1103917.625000 Penalty: 2955.815674
	Iteration 29Q: 3 clusters Score -1103918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1103952.375000 Penalty: 2955.815674
	Iteration 30Q: 3 clusters Score -1103952 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1103995.250000 Penalty: 2955.815674
	Iteration 31Q: 3 clusters Score -1103995 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1104043.375000 Penalty: 2955.815674
	Iteration 32Q: 3 clusters Score -1104043 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1104075.000000 Penalty: 2955.815674
	Iteration 33Q: 3 clusters Score -1104075 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1104097.750000 Penalty: 2955.815674
	Iteration 34Q: 3 clusters Score -1104098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1104119.000000 Penalty: 2955.815674
	Iteration 35Q: 3 clusters Score -1104119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1104130.125000 Penalty: 2955.815674
	Iteration 36Q: 3 clusters Score -1104130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1104136.875000 Penalty: 2955.815674
	Iteration 37Q: 3 clusters Score -1104137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1104148.375000 Penalty: 2955.815674
	Iteration 38Q: 3 clusters Score -1104148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1104150.750000 Penalty: 2955.815674
	Iteration 39Q: 3 clusters Score -1104151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1104159.875000 Penalty: 2955.815674
	Iteration 40F: 3 clusters Score -1104160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1104163.000000 Penalty: 2955.815674
	Iteration 41Q: 3 clusters Score -1104163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1104163.000000 Penalty: 2955.815674
	Iteration 42Q: 3 clusters Score -1104163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1104165.875000 Penalty: 2955.815674
	Iteration 43Q: 3 clusters Score -1104166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1104168.000000 Penalty: 2955.815674
	Iteration 44Q: 3 clusters Score -1104168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1104168.250000 Penalty: 2955.815674
	Iteration 45Q: 3 clusters Score -1104168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1104168.500000 Penalty: 2955.815674
	Iteration 46Q: 3 clusters Score -1104168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1104168.625000 Penalty: 2955.815674
	Iteration 47Q: 3 clusters Score -1104169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1104167.375000 Penalty: 2955.815674
	Iteration 48Q: 3 clusters Score -1104167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1104167.250000 Penalty: 2955.815674
	Iteration 49Q: 3 clusters Score -1104167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1104168.125000 Penalty: 2955.815674
	Iteration 50Q: 3 clusters Score -1104168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1104168.125000 Penalty: 2955.815674
	Iteration 51Q: 3 clusters Score -1104168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1104168.125000 Penalty: 2955.815674
	Iteration 52F: 3 clusters Score -1104168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (70825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70825 members 
Entering Unmasked Estep 
Score: -8926335.000000 Penalty: 1814.794800
	Iteration 0F: 2 clusters Score -8926335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -8880665.000000 Penalty: 3629.589600
	Iteration 0F: 3 clusters Score -8880665 nChanged 33444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -8900030.000000 Penalty: 3629.589600
	Iteration 1F: 3 clusters Score -8900030 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -8900615.000000 Penalty: 3629.589600
	Iteration 2Q: 3 clusters Score -8900615 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -8901348.000000 Penalty: 3629.589600
	Iteration 3Q: 3 clusters Score -8901348 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -8902332.000000 Penalty: 3629.589600
	Iteration 4Q: 3 clusters Score -8902332 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -8903706.000000 Penalty: 3629.589600
	Iteration 5Q: 3 clusters Score -8903706 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -8905740.000000 Penalty: 3629.589600
	Iteration 6F: 3 clusters Score -8905740 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -8908690.000000 Penalty: 3629.589600
	Iteration 7F: 3 clusters Score -8908690 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -8912617.000000 Penalty: 3629.589600
	Iteration 8F: 3 clusters Score -8912617 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -8916747.000000 Penalty: 3629.589600
	Iteration 9F: 3 clusters Score -8916747 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -8919479.000000 Penalty: 3629.589600
	Iteration 10F: 3 clusters Score -8919479 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -8920461.000000 Penalty: 3629.589600
	Iteration 11Q: 3 clusters Score -8920461 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -8920841.000000 Penalty: 3629.589600
	Iteration 12Q: 3 clusters Score -8920841 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -8920982.000000 Penalty: 3629.589600
	Iteration 13Q: 3 clusters Score -8920982 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -8921122.000000 Penalty: 3629.589600
	Iteration 14Q: 3 clusters Score -8921122 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -8921245.000000 Penalty: 3629.589600
	Iteration 15Q: 3 clusters Score -8921245 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -8921428.000000 Penalty: 3629.589600
	Iteration 16Q: 3 clusters Score -8921428 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -8921605.000000 Penalty: 3629.589600
	Iteration 17Q: 3 clusters Score -8921605 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -8921902.000000 Penalty: 3629.589600
	Iteration 18Q: 3 clusters Score -8921902 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -8922324.000000 Penalty: 3629.589600
	Iteration 19Q: 3 clusters Score -8922324 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -8922971.000000 Penalty: 3629.589600
	Iteration 20F: 3 clusters Score -8922971 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -8923993.000000 Penalty: 3629.589600
	Iteration 21Q: 3 clusters Score -8923993 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -8925519.000000 Penalty: 3629.589600
	Iteration 22Q: 3 clusters Score -8925519 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -8927908.000000 Penalty: 3629.589600
	Iteration 23Q: 3 clusters Score -8927908 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -8930932.000000 Penalty: 3629.589600
	Iteration 24Q: 3 clusters Score -8930932 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -8933187.000000 Penalty: 3629.589600
	Iteration 25Q: 3 clusters Score -8933187 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -8934054.000000 Penalty: 3629.589600
	Iteration 26Q: 3 clusters Score -8934054 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -8934273.000000 Penalty: 3629.589600
	Iteration 27Q: 3 clusters Score -8934273 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -8934335.000000 Penalty: 3629.589600
	Iteration 28Q: 3 clusters Score -8934335 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -8934368.000000 Penalty: 3629.589600
	Iteration 29Q: 3 clusters Score -8934368 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -8934376.000000 Penalty: 3629.589600
	Iteration 30Q: 3 clusters Score -8934376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -8934370.000000 Penalty: 3629.589600
	Iteration 31Q: 3 clusters Score -8934370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -8934375.000000 Penalty: 3629.589600
	Iteration 32Q: 3 clusters Score -8934375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -8934373.000000 Penalty: 3629.589600
	Iteration 33Q: 3 clusters Score -8934373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -8934378.000000 Penalty: 3629.589600
	Iteration 34Q: 3 clusters Score -8934378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -8934379.000000 Penalty: 3629.589600
	Iteration 35Q: 3 clusters Score -8934379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -8934382.000000 Penalty: 3629.589600
	Iteration 36F: 3 clusters Score -8934382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -8934380.000000 Penalty: 3629.589600
	Iteration 37Q: 3 clusters Score -8934380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -8934383.000000 Penalty: 3629.589600
	Iteration 38Q: 3 clusters Score -8934383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -8934392.000000 Penalty: 3629.589600
	Iteration 39Q: 3 clusters Score -8934392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -8934389.000000 Penalty: 3629.589600
	Iteration 40F: 3 clusters Score -8934389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -8934382.000000 Penalty: 3629.589600
	Iteration 41Q: 3 clusters Score -8934382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -8934380.000000 Penalty: 3629.589600
	Iteration 42Q: 3 clusters Score -8934380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -8934385.000000 Penalty: 3629.589600
	Iteration 43Q: 3 clusters Score -8934385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -8934392.000000 Penalty: 3629.589600
	Iteration 44Q: 3 clusters Score -8934392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -8934388.000000 Penalty: 3629.589600
	Iteration 45Q: 3 clusters Score -8934388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -8934390.000000 Penalty: 3629.589600
	Iteration 46Q: 3 clusters Score -8934390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -8934387.000000 Penalty: 3629.589600
	Iteration 47Q: 3 clusters Score -8934387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -8934387.000000 Penalty: 3629.589600
	Iteration 48F: 3 clusters Score -8934387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 12771 members 
Mstep: Class 3 contains 8909 members 
Mstep: Class 4 contains 27702 members 
Mstep: Class 5 contains 83410 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 93974 members 
Mstep: Class 8 contains 86516 members 
Mstep: Class 9 contains 30700 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25722 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 39568 members 
Mstep: Class 18 contains 14019 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6731 members 
Mstep: Class 21 contains 4853 members 
Mstep: Class 22 contains 43123 members 
Entering Unmasked Estep 
Score: -62634428.000000 Penalty: 47016.460938
Splitting cluster 4 changes total score from -62626400.000000 to -62634428.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (83410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83410 members 
Entering Unmasked Estep 
Score: -10303592.000000 Penalty: 1841.372681
	Iteration 0F: 2 clusters Score -1.030359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -10252050.000000 Penalty: 3682.745361
	Iteration 0F: 3 clusters Score -1.025205e+07 nChanged 39776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -10274649.000000 Penalty: 3682.745361
	Iteration 1F: 3 clusters Score -1.027465e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -10275205.000000 Penalty: 3682.745361
	Iteration 2Q: 3 clusters Score -1.02752e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -10275811.000000 Penalty: 3682.745361
	Iteration 3Q: 3 clusters Score -1.027581e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -10276472.000000 Penalty: 3682.745361
	Iteration 4Q: 3 clusters Score -1.027647e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -10277360.000000 Penalty: 3682.745361
	Iteration 5Q: 3 clusters Score -1.027736e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -10278393.000000 Penalty: 3682.745361
	Iteration 6Q: 3 clusters Score -1.027839e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -10279978.000000 Penalty: 3682.745361
	Iteration 7Q: 3 clusters Score -1.027998e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -10282111.000000 Penalty: 3682.745361
	Iteration 8Q: 3 clusters Score -1.028211e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -10285101.000000 Penalty: 3682.745361
	Iteration 9F: 3 clusters Score -1.02851e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -10289022.000000 Penalty: 3682.745361
	Iteration 10F: 3 clusters Score -1.028902e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -10293010.000000 Penalty: 3682.745361
	Iteration 11F: 3 clusters Score -1.029301e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -10296497.000000 Penalty: 3682.745361
	Iteration 12F: 3 clusters Score -1.02965e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -10298799.000000 Penalty: 3682.745361
	Iteration 13Q: 3 clusters Score -1.02988e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80904 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -10300288.000000 Penalty: 3682.745361
	Iteration 14Q: 3 clusters Score -1.030029e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82028 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -10301007.000000 Penalty: 3682.745361
	Iteration 15Q: 3 clusters Score -1.030101e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10301423.000000 Penalty: 3682.745361
	Iteration 16Q: 3 clusters Score -1.030142e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82824 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10301640.000000 Penalty: 3682.745361
	Iteration 17Q: 3 clusters Score -1.030164e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10301788.000000 Penalty: 3682.745361
	Iteration 18Q: 3 clusters Score -1.030179e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10301855.000000 Penalty: 3682.745361
	Iteration 19Q: 3 clusters Score -1.030186e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10301892.000000 Penalty: 3682.745361
	Iteration 20F: 3 clusters Score -1.030189e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10301949.000000 Penalty: 3682.745361
	Iteration 21Q: 3 clusters Score -1.030195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10301978.000000 Penalty: 3682.745361
	Iteration 22Q: 3 clusters Score -1.030198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83119 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10302003.000000 Penalty: 3682.745361
	Iteration 23Q: 3 clusters Score -1.0302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10302009.000000 Penalty: 3682.745361
	Iteration 24Q: 3 clusters Score -1.030201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83128 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10302015.000000 Penalty: 3682.745361
	Iteration 25Q: 3 clusters Score -1.030202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10302013.000000 Penalty: 3682.745361
	Iteration 26Q: 3 clusters Score -1.030201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83134 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10302020.000000 Penalty: 3682.745361
	Iteration 27Q: 3 clusters Score -1.030202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10302031.000000 Penalty: 3682.745361
	Iteration 28Q: 3 clusters Score -1.030203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10302035.000000 Penalty: 3682.745361
	Iteration 29Q: 3 clusters Score -1.030204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10302035.000000 Penalty: 3682.745361
	Iteration 30Q: 3 clusters Score -1.030204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -10302038.000000 Penalty: 3682.745361
	Iteration 31Q: 3 clusters Score -1.030204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10302046.000000 Penalty: 3682.745361
	Iteration 32Q: 3 clusters Score -1.030205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83152 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10302046.000000 Penalty: 3682.745361
	Iteration 33Q: 3 clusters Score -1.030205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10302048.000000 Penalty: 3682.745361
	Iteration 34Q: 3 clusters Score -1.030205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10302058.000000 Penalty: 3682.745361
	Iteration 35Q: 3 clusters Score -1.030206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10302057.000000 Penalty: 3682.745361
	Iteration 36Q: 3 clusters Score -1.030206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10302057.000000 Penalty: 3682.745361
	Iteration 37F: 3 clusters Score -1.030206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Entering Unmasked Estep 
Score: -397290.500000 Penalty: 1316.276245
	Iteration 0F: 2 clusters Score -397290.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -394380.000000 Penalty: 2632.552490
	Iteration 0F: 3 clusters Score -394380 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -395172.281250 Penalty: 2632.552490
	Iteration 1F: 3 clusters Score -395172.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -395332.750000 Penalty: 2632.552490
	Iteration 2F: 3 clusters Score -395332.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -395430.125000 Penalty: 2632.552490
	Iteration 3F: 3 clusters Score -395430.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -395502.343750 Penalty: 2632.552490
	Iteration 4Q: 3 clusters Score -395502.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -395555.531250 Penalty: 2632.552490
	Iteration 5Q: 3 clusters Score -395555.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -395591.718750 Penalty: 2632.552490
	Iteration 6Q: 3 clusters Score -395591.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -395616.062500 Penalty: 2632.552490
	Iteration 7Q: 3 clusters Score -395616.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -395641.406250 Penalty: 2632.552490
	Iteration 8Q: 3 clusters Score -395641.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -395673.375000 Penalty: 2632.552490
	Iteration 9Q: 3 clusters Score -395673.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -395703.281250 Penalty: 2632.552490
	Iteration 10Q: 3 clusters Score -395703.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -395738.218750 Penalty: 2632.552490
	Iteration 11Q: 3 clusters Score -395738.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -395776.625000 Penalty: 2632.552490
	Iteration 12Q: 3 clusters Score -395776.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -395816.562500 Penalty: 2632.552490
	Iteration 13Q: 3 clusters Score -395816.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -395844.593750 Penalty: 2632.552490
	Iteration 14Q: 3 clusters Score -395844.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -395871.562500 Penalty: 2632.552490
	Iteration 15Q: 3 clusters Score -395871.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -395893.625000 Penalty: 2632.552490
	Iteration 16Q: 3 clusters Score -395893.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -395908.218750 Penalty: 2632.552490
	Iteration 17Q: 3 clusters Score -395908.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -395925.281250 Penalty: 2632.552490
	Iteration 18Q: 3 clusters Score -395925.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -395946.937500 Penalty: 2632.552490
	Iteration 19Q: 3 clusters Score -395946.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -395969.375000 Penalty: 2632.552490
	Iteration 20F: 3 clusters Score -395969.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -395986.531250 Penalty: 2632.552490
	Iteration 21Q: 3 clusters Score -395986.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -396001.656250 Penalty: 2632.552490
	Iteration 22Q: 3 clusters Score -396001.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -396022.000000 Penalty: 2632.552490
	Iteration 23Q: 3 clusters Score -396022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -396044.156250 Penalty: 2632.552490
	Iteration 24Q: 3 clusters Score -396044.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -396055.343750 Penalty: 2632.552490
	Iteration 25Q: 3 clusters Score -396055.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -396061.781250 Penalty: 2632.552490
	Iteration 26Q: 3 clusters Score -396061.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -396067.250000 Penalty: 2632.552490
	Iteration 27Q: 3 clusters Score -396067.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -396074.250000 Penalty: 2632.552490
	Iteration 28Q: 3 clusters Score -396074.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -396082.250000 Penalty: 2632.552490
	Iteration 29Q: 3 clusters Score -396082.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -396088.312500 Penalty: 2632.552490
	Iteration 30Q: 3 clusters Score -396088.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -396093.843750 Penalty: 2632.552490
	Iteration 31Q: 3 clusters Score -396093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -396097.937500 Penalty: 2632.552490
	Iteration 32Q: 3 clusters Score -396097.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -396101.531250 Penalty: 2632.552490
	Iteration 33Q: 3 clusters Score -396101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -396101.718750 Penalty: 2632.552490
	Iteration 34Q: 3 clusters Score -396101.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -396101.718750 Penalty: 2632.552490
	Iteration 35F: 3 clusters Score -396101.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Entering Unmasked Estep 
Score: -11638259.000000 Penalty: 1860.750610
	Iteration 0F: 2 clusters Score -1.163826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -11585780.000000 Penalty: 3721.501221
	Iteration 0F: 3 clusters Score -1.158578e+07 nChanged 44951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -11612006.000000 Penalty: 3721.501221
	Iteration 1F: 3 clusters Score -1.161201e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -11612960.000000 Penalty: 3721.501221
	Iteration 2Q: 3 clusters Score -1.161296e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -11614441.000000 Penalty: 3721.501221
	Iteration 3Q: 3 clusters Score -1.161444e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -11616493.000000 Penalty: 3721.501221
	Iteration 4F: 3 clusters Score -1.161649e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -11619126.000000 Penalty: 3721.501221
	Iteration 5F: 3 clusters Score -1.161913e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -11622157.000000 Penalty: 3721.501221
	Iteration 6F: 3 clusters Score -1.162216e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69843 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -11625417.000000 Penalty: 3721.501221
	Iteration 7F: 3 clusters Score -1.162542e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -11628002.000000 Penalty: 3721.501221
	Iteration 8Q: 3 clusters Score -1.1628e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -11630300.000000 Penalty: 3721.501221
	Iteration 9Q: 3 clusters Score -1.16303e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75077 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -11631764.000000 Penalty: 3721.501221
	Iteration 10Q: 3 clusters Score -1.163176e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -11632492.000000 Penalty: 3721.501221
	Iteration 11Q: 3 clusters Score -1.163249e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75553 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -11632763.000000 Penalty: 3721.501221
	Iteration 12Q: 3 clusters Score -1.163276e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -11632856.000000 Penalty: 3721.501221
	Iteration 13Q: 3 clusters Score -1.163286e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -11632914.000000 Penalty: 3721.501221
	Iteration 14Q: 3 clusters Score -1.163291e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -11633025.000000 Penalty: 3721.501221
	Iteration 15Q: 3 clusters Score -1.163302e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -11633076.000000 Penalty: 3721.501221
	Iteration 16Q: 3 clusters Score -1.163308e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76592 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -11633175.000000 Penalty: 3721.501221
	Iteration 17Q: 3 clusters Score -1.163318e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76801 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -11633279.000000 Penalty: 3721.501221
	Iteration 18Q: 3 clusters Score -1.163328e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -11633391.000000 Penalty: 3721.501221
	Iteration 19Q: 3 clusters Score -1.163339e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77244 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -11633460.000000 Penalty: 3721.501221
	Iteration 20F: 3 clusters Score -1.163346e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77465 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -11633513.000000 Penalty: 3721.501221
	Iteration 21Q: 3 clusters Score -1.163351e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77651 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -11633554.000000 Penalty: 3721.501221
	Iteration 22Q: 3 clusters Score -1.163355e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -11633625.000000 Penalty: 3721.501221
	Iteration 23Q: 3 clusters Score -1.163362e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -11633687.000000 Penalty: 3721.501221
	Iteration 24Q: 3 clusters Score -1.163369e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78365 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -11633743.000000 Penalty: 3721.501221
	Iteration 25Q: 3 clusters Score -1.163374e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -11633854.000000 Penalty: 3721.501221
	Iteration 26Q: 3 clusters Score -1.163385e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -11633977.000000 Penalty: 3721.501221
	Iteration 27Q: 3 clusters Score -1.163398e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79214 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -11634037.000000 Penalty: 3721.501221
	Iteration 28Q: 3 clusters Score -1.163404e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -11634109.000000 Penalty: 3721.501221
	Iteration 29Q: 3 clusters Score -1.163411e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -11634183.000000 Penalty: 3721.501221
	Iteration 30Q: 3 clusters Score -1.163418e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -11634293.000000 Penalty: 3721.501221
	Iteration 31Q: 3 clusters Score -1.163429e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -11634344.000000 Penalty: 3721.501221
	Iteration 32Q: 3 clusters Score -1.163434e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -11634419.000000 Penalty: 3721.501221
	Iteration 33Q: 3 clusters Score -1.163442e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -11634487.000000 Penalty: 3721.501221
	Iteration 34Q: 3 clusters Score -1.163449e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81093 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -11634563.000000 Penalty: 3721.501221
	Iteration 35Q: 3 clusters Score -1.163456e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -11634610.000000 Penalty: 3721.501221
	Iteration 36Q: 3 clusters Score -1.163461e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81678 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -11634771.000000 Penalty: 3721.501221
	Iteration 37Q: 3 clusters Score -1.163477e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -11634907.000000 Penalty: 3721.501221
	Iteration 38Q: 3 clusters Score -1.163491e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -11635003.000000 Penalty: 3721.501221
	Iteration 39Q: 3 clusters Score -1.1635e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -11635158.000000 Penalty: 3721.501221
	Iteration 40F: 3 clusters Score -1.163516e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -11635308.000000 Penalty: 3721.501221
	Iteration 41Q: 3 clusters Score -1.163531e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -11635413.000000 Penalty: 3721.501221
	Iteration 42Q: 3 clusters Score -1.163541e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83905 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -11635590.000000 Penalty: 3721.501221
	Iteration 43Q: 3 clusters Score -1.163559e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -11635733.000000 Penalty: 3721.501221
	Iteration 44Q: 3 clusters Score -1.163573e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -11635893.000000 Penalty: 3721.501221
	Iteration 45Q: 3 clusters Score -1.163589e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -11635988.000000 Penalty: 3721.501221
	Iteration 46Q: 3 clusters Score -1.163599e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85534 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -11636081.000000 Penalty: 3721.501221
	Iteration 47Q: 3 clusters Score -1.163608e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -11636168.000000 Penalty: 3721.501221
	Iteration 48Q: 3 clusters Score -1.163617e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86303 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -11636147.000000 Penalty: 3721.501221
	Iteration 49Q: 3 clusters Score -1.163615e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86650 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -11636184.000000 Penalty: 3721.501221
	Iteration 50Q: 3 clusters Score -1.163618e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87011 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -11636241.000000 Penalty: 3721.501221
	Iteration 51Q: 3 clusters Score -1.163624e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87389 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -11636307.000000 Penalty: 3721.501221
	Iteration 52Q: 3 clusters Score -1.163631e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87757 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -11636455.000000 Penalty: 3721.501221
	Iteration 53Q: 3 clusters Score -1.163646e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -11636511.000000 Penalty: 3721.501221
	Iteration 54Q: 3 clusters Score -1.163651e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88471 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -11636603.000000 Penalty: 3721.501221
	Iteration 55Q: 3 clusters Score -1.16366e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -11636667.000000 Penalty: 3721.501221
	Iteration 56Q: 3 clusters Score -1.163667e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89209 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -11636782.000000 Penalty: 3721.501221
	Iteration 57Q: 3 clusters Score -1.163678e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89594 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -11636771.000000 Penalty: 3721.501221
	Iteration 58Q: 3 clusters Score -1.163677e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89941 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -11636787.000000 Penalty: 3721.501221
	Iteration 59Q: 3 clusters Score -1.163679e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -11636829.000000 Penalty: 3721.501221
	Iteration 60F: 3 clusters Score -1.163683e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -11636828.000000 Penalty: 3721.501221
	Iteration 61Q: 3 clusters Score -1.163683e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90832 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -11636846.000000 Penalty: 3721.501221
	Iteration 62Q: 3 clusters Score -1.163685e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -11636867.000000 Penalty: 3721.501221
	Iteration 63Q: 3 clusters Score -1.163687e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -11636891.000000 Penalty: 3721.501221
	Iteration 64Q: 3 clusters Score -1.163689e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -11636931.000000 Penalty: 3721.501221
	Iteration 65Q: 3 clusters Score -1.163693e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -11636970.000000 Penalty: 3721.501221
	Iteration 66Q: 3 clusters Score -1.163697e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91717 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -11637005.000000 Penalty: 3721.501221
	Iteration 67Q: 3 clusters Score -1.1637e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91816 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -11636994.000000 Penalty: 3721.501221
	Iteration 68Q: 3 clusters Score -1.163699e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91912 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11636959.000000 Penalty: 3721.501221
	Iteration 69Q: 3 clusters Score -1.163696e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -11636993.000000 Penalty: 3721.501221
	Iteration 70Q: 3 clusters Score -1.163699e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -11637026.000000 Penalty: 3721.501221
	Iteration 71Q: 3 clusters Score -1.163703e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92186 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -11637029.000000 Penalty: 3721.501221
	Iteration 72Q: 3 clusters Score -1.163703e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11637041.000000 Penalty: 3721.501221
	Iteration 73Q: 3 clusters Score -1.163704e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92300 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -11637051.000000 Penalty: 3721.501221
	Iteration 74Q: 3 clusters Score -1.163705e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -11637029.000000 Penalty: 3721.501221
	Iteration 75Q: 3 clusters Score -1.163703e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11637065.000000 Penalty: 3721.501221
	Iteration 76Q: 3 clusters Score -1.163706e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92460 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -11637076.000000 Penalty: 3721.501221
	Iteration 77Q: 3 clusters Score -1.163708e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -11637077.000000 Penalty: 3721.501221
	Iteration 78Q: 3 clusters Score -1.163708e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92542 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11637082.000000 Penalty: 3721.501221
	Iteration 79Q: 3 clusters Score -1.163708e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92564 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11637061.000000 Penalty: 3721.501221
	Iteration 80F: 3 clusters Score -1.163706e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11637076.000000 Penalty: 3721.501221
	Iteration 81Q: 3 clusters Score -1.163708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11637063.000000 Penalty: 3721.501221
	Iteration 82Q: 3 clusters Score -1.163706e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92654 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11637076.000000 Penalty: 3721.501221
	Iteration 83Q: 3 clusters Score -1.163708e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92677 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11637077.000000 Penalty: 3721.501221
	Iteration 84Q: 3 clusters Score -1.163708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92704 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -11637087.000000 Penalty: 3721.501221
	Iteration 85Q: 3 clusters Score -1.163709e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92739 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -11637061.000000 Penalty: 3721.501221
	Iteration 86Q: 3 clusters Score -1.163706e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92764 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -11637087.000000 Penalty: 3721.501221
	Iteration 87Q: 3 clusters Score -1.163709e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92784 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -11637085.000000 Penalty: 3721.501221
	Iteration 88Q: 3 clusters Score -1.163708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -11637095.000000 Penalty: 3721.501221
	Iteration 89Q: 3 clusters Score -1.16371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92815 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -11637092.000000 Penalty: 3721.501221
	Iteration 90Q: 3 clusters Score -1.163709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92835 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -11637094.000000 Penalty: 3721.501221
	Iteration 91Q: 3 clusters Score -1.163709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -11637105.000000 Penalty: 3721.501221
	Iteration 92Q: 3 clusters Score -1.16371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11637109.000000 Penalty: 3721.501221
	Iteration 93Q: 3 clusters Score -1.163711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11637113.000000 Penalty: 3721.501221
	Iteration 94Q: 3 clusters Score -1.163711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -11637115.000000 Penalty: 3721.501221
	Iteration 95Q: 3 clusters Score -1.163712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -11637120.000000 Penalty: 3721.501221
	Iteration 96Q: 3 clusters Score -1.163712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -11637138.000000 Penalty: 3721.501221
	Iteration 97Q: 3 clusters Score -1.163714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92907 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11637142.000000 Penalty: 3721.501221
	Iteration 98Q: 3 clusters Score -1.163714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92918 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -11637148.000000 Penalty: 3721.501221
	Iteration 99Q: 3 clusters Score -1.163715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -11637154.000000 Penalty: 3721.501221
	Iteration 100F: 3 clusters Score -1.163715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -11637157.000000 Penalty: 3721.501221
	Iteration 101Q: 3 clusters Score -1.163716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92936 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11637158.000000 Penalty: 3721.501221
	Iteration 102Q: 3 clusters Score -1.163716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -11637162.000000 Penalty: 3721.501221
	Iteration 103Q: 3 clusters Score -1.163716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92946 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -11637160.000000 Penalty: 3721.501221
	Iteration 104Q: 3 clusters Score -1.163716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11637166.000000 Penalty: 3721.501221
	Iteration 105Q: 3 clusters Score -1.163717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11637155.000000 Penalty: 3721.501221
	Iteration 106Q: 3 clusters Score -1.163716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11637152.000000 Penalty: 3721.501221
	Iteration 107Q: 3 clusters Score -1.163715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11637149.000000 Penalty: 3721.501221
	Iteration 108Q: 3 clusters Score -1.163715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -11637156.000000 Penalty: 3721.501221
	Iteration 109Q: 3 clusters Score -1.163716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -11637157.000000 Penalty: 3721.501221
	Iteration 110Q: 3 clusters Score -1.163716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11637145.000000 Penalty: 3721.501221
	Iteration 111Q: 3 clusters Score -1.163714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11637143.000000 Penalty: 3721.501221
	Iteration 112Q: 3 clusters Score -1.163714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11637156.000000 Penalty: 3721.501221
	Iteration 113Q: 3 clusters Score -1.163716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11637147.000000 Penalty: 3721.501221
	Iteration 114Q: 3 clusters Score -1.163715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92985 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -11637155.000000 Penalty: 3721.501221
	Iteration 115Q: 3 clusters Score -1.163716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11637156.000000 Penalty: 3721.501221
	Iteration 116Q: 3 clusters Score -1.163716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92986 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11637166.000000 Penalty: 3721.501221
	Iteration 117Q: 3 clusters Score -1.163717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11637168.000000 Penalty: 3721.501221
	Iteration 118Q: 3 clusters Score -1.163717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -11637159.000000 Penalty: 3721.501221
	Iteration 119Q: 3 clusters Score -1.163716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11637156.000000 Penalty: 3721.501221
	Iteration 120F: 3 clusters Score -1.163716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -11637153.000000 Penalty: 3721.501221
	Iteration 121Q: 3 clusters Score -1.163715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11637160.000000 Penalty: 3721.501221
	Iteration 122Q: 3 clusters Score -1.163716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93002 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11637165.000000 Penalty: 3721.501221
	Iteration 123Q: 3 clusters Score -1.163716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93005 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11637163.000000 Penalty: 3721.501221
	Iteration 124Q: 3 clusters Score -1.163716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11637159.000000 Penalty: 3721.501221
	Iteration 125Q: 3 clusters Score -1.163716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11637161.000000 Penalty: 3721.501221
	Iteration 126Q: 3 clusters Score -1.163716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93010 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -11637162.000000 Penalty: 3721.501221
	Iteration 127Q: 3 clusters Score -1.163716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11637157.000000 Penalty: 3721.501221
	Iteration 128Q: 3 clusters Score -1.163716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93017 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -11637164.000000 Penalty: 3721.501221
	Iteration 129Q: 3 clusters Score -1.163716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93019 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11637165.000000 Penalty: 3721.501221
	Iteration 130Q: 3 clusters Score -1.163716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93020 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -11637162.000000 Penalty: 3721.501221
	Iteration 131Q: 3 clusters Score -1.163716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93020 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -11637162.000000 Penalty: 3721.501221
	Iteration 132F: 3 clusters Score -1.163716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (86516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86516 members 
Entering Unmasked Estep 
Score: -10766294.000000 Penalty: 1847.313843
	Iteration 0F: 2 clusters Score -1.076629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -10713481.000000 Penalty: 3694.627686
	Iteration 0F: 3 clusters Score -1.071348e+07 nChanged 41260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -10737941.000000 Penalty: 3694.627686
	Iteration 1F: 3 clusters Score -1.073794e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -10739409.000000 Penalty: 3694.627686
	Iteration 2Q: 3 clusters Score -1.073941e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -10741707.000000 Penalty: 3694.627686
	Iteration 3F: 3 clusters Score -1.074171e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -10744753.000000 Penalty: 3694.627686
	Iteration 4F: 3 clusters Score -1.074475e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -10748683.000000 Penalty: 3694.627686
	Iteration 5F: 3 clusters Score -1.074868e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -10752558.000000 Penalty: 3694.627686
	Iteration 6F: 3 clusters Score -1.075256e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 75678 members 
Entering Unmasked Estep 
Score: -10756086.000000 Penalty: 3694.627686
	Iteration 7F: 3 clusters Score -1.075609e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -10759083.000000 Penalty: 3694.627686
	Iteration 8Q: 3 clusters Score -1.075908e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -10761563.000000 Penalty: 3694.627686
	Iteration 9Q: 3 clusters Score -1.076156e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -10763288.000000 Penalty: 3694.627686
	Iteration 10Q: 3 clusters Score -1.076329e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -10764137.000000 Penalty: 3694.627686
	Iteration 11Q: 3 clusters Score -1.076414e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 85657 members 
Entering Unmasked Estep 
Score: -10764460.000000 Penalty: 3694.627686
	Iteration 12Q: 3 clusters Score -1.076446e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -10764652.000000 Penalty: 3694.627686
	Iteration 13Q: 3 clusters Score -1.076465e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -10764746.000000 Penalty: 3694.627686
	Iteration 14Q: 3 clusters Score -1.076475e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -10764813.000000 Penalty: 3694.627686
	Iteration 15Q: 3 clusters Score -1.076481e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 86024 members 
Entering Unmasked Estep 
Score: -10764850.000000 Penalty: 3694.627686
	Iteration 16Q: 3 clusters Score -1.076485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 86044 members 
Entering Unmasked Estep 
Score: -10764874.000000 Penalty: 3694.627686
	Iteration 17Q: 3 clusters Score -1.076487e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 86051 members 
Entering Unmasked Estep 
Score: -10764892.000000 Penalty: 3694.627686
	Iteration 18Q: 3 clusters Score -1.076489e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -10764917.000000 Penalty: 3694.627686
	Iteration 19Q: 3 clusters Score -1.076492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 86058 members 
Entering Unmasked Estep 
Score: -10764928.000000 Penalty: 3694.627686
	Iteration 20F: 3 clusters Score -1.076493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 86063 members 
Entering Unmasked Estep 
Score: -10764917.000000 Penalty: 3694.627686
	Iteration 21Q: 3 clusters Score -1.076492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -10764936.000000 Penalty: 3694.627686
	Iteration 22Q: 3 clusters Score -1.076494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 86067 members 
Entering Unmasked Estep 
Score: -10764934.000000 Penalty: 3694.627686
	Iteration 23Q: 3 clusters Score -1.076493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -10764938.000000 Penalty: 3694.627686
	Iteration 24Q: 3 clusters Score -1.076494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -10764939.000000 Penalty: 3694.627686
	Iteration 25Q: 3 clusters Score -1.076494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -10764939.000000 Penalty: 3694.627686
	Iteration 26Q: 3 clusters Score -1.076494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -10764942.000000 Penalty: 3694.627686
	Iteration 27Q: 3 clusters Score -1.076494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -10764936.000000 Penalty: 3694.627686
	Iteration 28Q: 3 clusters Score -1.076494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -10764942.000000 Penalty: 3694.627686
	Iteration 29Q: 3 clusters Score -1.076494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -10764942.000000 Penalty: 3694.627686
	Iteration 30F: 3 clusters Score -1.076494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Entering Unmasked Estep 
Score: -3849413.000000 Penalty: 1678.952881
	Iteration 0F: 2 clusters Score -3849413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3828885.500000 Penalty: 3357.905762
	Iteration 0F: 3 clusters Score -3828886 nChanged 14063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -3836650.500000 Penalty: 3357.905762
	Iteration 1F: 3 clusters Score -3836650 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3837089.000000 Penalty: 3357.905762
	Iteration 2Q: 3 clusters Score -3837089 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3837574.500000 Penalty: 3357.905762
	Iteration 3Q: 3 clusters Score -3837574 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3838093.500000 Penalty: 3357.905762
	Iteration 4Q: 3 clusters Score -3838094 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3838786.250000 Penalty: 3357.905762
	Iteration 5Q: 3 clusters Score -3838786 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3839693.250000 Penalty: 3357.905762
	Iteration 6F: 3 clusters Score -3839693 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -3840863.000000 Penalty: 3357.905762
	Iteration 7F: 3 clusters Score -3840863 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -3842271.750000 Penalty: 3357.905762
	Iteration 8F: 3 clusters Score -3842272 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3843691.250000 Penalty: 3357.905762
	Iteration 9F: 3 clusters Score -3843691 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3844877.000000 Penalty: 3357.905762
	Iteration 10Q: 3 clusters Score -3844877 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3845814.250000 Penalty: 3357.905762
	Iteration 11Q: 3 clusters Score -3845814 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3846448.000000 Penalty: 3357.905762
	Iteration 12Q: 3 clusters Score -3846448 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3846910.750000 Penalty: 3357.905762
	Iteration 13Q: 3 clusters Score -3846911 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3847226.000000 Penalty: 3357.905762
	Iteration 14Q: 3 clusters Score -3847226 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3847429.250000 Penalty: 3357.905762
	Iteration 15Q: 3 clusters Score -3847429 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3847551.000000 Penalty: 3357.905762
	Iteration 16Q: 3 clusters Score -3847551 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3847647.250000 Penalty: 3357.905762
	Iteration 17Q: 3 clusters Score -3847647 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3847714.250000 Penalty: 3357.905762
	Iteration 18Q: 3 clusters Score -3847714 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3847753.750000 Penalty: 3357.905762
	Iteration 19Q: 3 clusters Score -3847754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3847792.250000 Penalty: 3357.905762
	Iteration 20F: 3 clusters Score -3847792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3847829.500000 Penalty: 3357.905762
	Iteration 21Q: 3 clusters Score -3847830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3847854.000000 Penalty: 3357.905762
	Iteration 22Q: 3 clusters Score -3847854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3847868.750000 Penalty: 3357.905762
	Iteration 23Q: 3 clusters Score -3847869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3847884.250000 Penalty: 3357.905762
	Iteration 24Q: 3 clusters Score -3847884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3847896.500000 Penalty: 3357.905762
	Iteration 25Q: 3 clusters Score -3847896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3847896.250000 Penalty: 3357.905762
	Iteration 26Q: 3 clusters Score -3847896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3847908.000000 Penalty: 3357.905762
	Iteration 27Q: 3 clusters Score -3847908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3847922.250000 Penalty: 3357.905762
	Iteration 28Q: 3 clusters Score -3847922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3847933.500000 Penalty: 3357.905762
	Iteration 29Q: 3 clusters Score -3847934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3847945.500000 Penalty: 3357.905762
	Iteration 30Q: 3 clusters Score -3847946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3847953.000000 Penalty: 3357.905762
	Iteration 31Q: 3 clusters Score -3847953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3847963.500000 Penalty: 3357.905762
	Iteration 32Q: 3 clusters Score -3847964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3847967.500000 Penalty: 3357.905762
	Iteration 33Q: 3 clusters Score -3847968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3847964.250000 Penalty: 3357.905762
	Iteration 34Q: 3 clusters Score -3847964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3847967.000000 Penalty: 3357.905762
	Iteration 35Q: 3 clusters Score -3847967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3847965.250000 Penalty: 3357.905762
	Iteration 36Q: 3 clusters Score -3847965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3847970.750000 Penalty: 3357.905762
	Iteration 37Q: 3 clusters Score -3847971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3847970.000000 Penalty: 3357.905762
	Iteration 38Q: 3 clusters Score -3847970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3847968.500000 Penalty: 3357.905762
	Iteration 39Q: 3 clusters Score -3847968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3847967.250000 Penalty: 3357.905762
	Iteration 40F: 3 clusters Score -3847967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3847965.750000 Penalty: 3357.905762
	Iteration 41Q: 3 clusters Score -3847966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3847969.250000 Penalty: 3357.905762
	Iteration 42Q: 3 clusters Score -3847969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3847969.000000 Penalty: 3357.905762
	Iteration 43Q: 3 clusters Score -3847969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3847970.750000 Penalty: 3357.905762
	Iteration 44Q: 3 clusters Score -3847971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3847973.750000 Penalty: 3357.905762
	Iteration 45Q: 3 clusters Score -3847974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3847971.000000 Penalty: 3357.905762
	Iteration 46Q: 3 clusters Score -3847971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3847969.500000 Penalty: 3357.905762
	Iteration 47Q: 3 clusters Score -3847970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3847969.500000 Penalty: 3357.905762
	Iteration 48F: 3 clusters Score -3847970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -453496.968750 Penalty: 1341.276367
	Iteration 0F: 2 clusters Score -453497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -450246.625000 Penalty: 2682.552734
	Iteration 0F: 3 clusters Score -450246.6 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -451045.750000 Penalty: 2682.552734
	Iteration 1F: 3 clusters Score -451045.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -451178.406250 Penalty: 2682.552734
	Iteration 2F: 3 clusters Score -451178.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -451245.531250 Penalty: 2682.552734
	Iteration 3Q: 3 clusters Score -451245.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -451290.750000 Penalty: 2682.552734
	Iteration 4Q: 3 clusters Score -451290.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -451338.562500 Penalty: 2682.552734
	Iteration 5Q: 3 clusters Score -451338.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -451385.468750 Penalty: 2682.552734
	Iteration 6Q: 3 clusters Score -451385.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -451421.812500 Penalty: 2682.552734
	Iteration 7Q: 3 clusters Score -451421.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -451450.593750 Penalty: 2682.552734
	Iteration 8Q: 3 clusters Score -451450.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -451474.343750 Penalty: 2682.552734
	Iteration 9Q: 3 clusters Score -451474.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -451493.125000 Penalty: 2682.552734
	Iteration 10Q: 3 clusters Score -451493.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -451510.625000 Penalty: 2682.552734
	Iteration 11Q: 3 clusters Score -451510.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -451524.781250 Penalty: 2682.552734
	Iteration 12Q: 3 clusters Score -451524.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -451537.750000 Penalty: 2682.552734
	Iteration 13Q: 3 clusters Score -451537.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -451554.562500 Penalty: 2682.552734
	Iteration 14Q: 3 clusters Score -451554.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -451572.156250 Penalty: 2682.552734
	Iteration 15Q: 3 clusters Score -451572.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -451593.687500 Penalty: 2682.552734
	Iteration 16Q: 3 clusters Score -451593.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -451612.812500 Penalty: 2682.552734
	Iteration 17Q: 3 clusters Score -451612.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -451630.781250 Penalty: 2682.552734
	Iteration 18Q: 3 clusters Score -451630.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -451648.031250 Penalty: 2682.552734
	Iteration 19Q: 3 clusters Score -451648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -451661.968750 Penalty: 2682.552734
	Iteration 20F: 3 clusters Score -451662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -451677.218750 Penalty: 2682.552734
	Iteration 21Q: 3 clusters Score -451677.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -451694.656250 Penalty: 2682.552734
	Iteration 22Q: 3 clusters Score -451694.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -451717.593750 Penalty: 2682.552734
	Iteration 23Q: 3 clusters Score -451717.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -451743.375000 Penalty: 2682.552734
	Iteration 24Q: 3 clusters Score -451743.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -451770.031250 Penalty: 2682.552734
	Iteration 25Q: 3 clusters Score -451770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -451797.531250 Penalty: 2682.552734
	Iteration 26Q: 3 clusters Score -451797.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -451821.531250 Penalty: 2682.552734
	Iteration 27Q: 3 clusters Score -451821.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -451844.406250 Penalty: 2682.552734
	Iteration 28Q: 3 clusters Score -451844.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -451869.593750 Penalty: 2682.552734
	Iteration 29Q: 3 clusters Score -451869.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -451893.625000 Penalty: 2682.552734
	Iteration 30Q: 3 clusters Score -451893.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -451911.375000 Penalty: 2682.552734
	Iteration 31Q: 3 clusters Score -451911.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -451931.656250 Penalty: 2682.552734
	Iteration 32Q: 3 clusters Score -451931.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -451946.562500 Penalty: 2682.552734
	Iteration 33Q: 3 clusters Score -451946.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -451958.906250 Penalty: 2682.552734
	Iteration 34Q: 3 clusters Score -451958.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -451967.562500 Penalty: 2682.552734
	Iteration 35Q: 3 clusters Score -451967.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -451977.000000 Penalty: 2682.552734
	Iteration 36Q: 3 clusters Score -451977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -451986.593750 Penalty: 2682.552734
	Iteration 37Q: 3 clusters Score -451986.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -451995.718750 Penalty: 2682.552734
	Iteration 38Q: 3 clusters Score -451995.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -452003.093750 Penalty: 2682.552734
	Iteration 39Q: 3 clusters Score -452003.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -452011.750000 Penalty: 2682.552734
	Iteration 40F: 3 clusters Score -452011.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -452022.781250 Penalty: 2682.552734
	Iteration 41Q: 3 clusters Score -452022.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -452033.593750 Penalty: 2682.552734
	Iteration 42Q: 3 clusters Score -452033.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -452046.906250 Penalty: 2682.552734
	Iteration 43Q: 3 clusters Score -452046.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -452061.062500 Penalty: 2682.552734
	Iteration 44Q: 3 clusters Score -452061.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -452070.156250 Penalty: 2682.552734
	Iteration 45Q: 3 clusters Score -452070.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -452077.687500 Penalty: 2682.552734
	Iteration 46Q: 3 clusters Score -452077.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -452084.500000 Penalty: 2682.552734
	Iteration 47Q: 3 clusters Score -452084.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -452093.156250 Penalty: 2682.552734
	Iteration 48Q: 3 clusters Score -452093.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -452102.531250 Penalty: 2682.552734
	Iteration 49Q: 3 clusters Score -452102.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -452119.562500 Penalty: 2682.552734
	Iteration 50Q: 3 clusters Score -452119.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -452130.656250 Penalty: 2682.552734
	Iteration 51Q: 3 clusters Score -452130.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -452137.750000 Penalty: 2682.552734
	Iteration 52Q: 3 clusters Score -452137.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -452145.812500 Penalty: 2682.552734
	Iteration 53Q: 3 clusters Score -452145.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -452152.750000 Penalty: 2682.552734
	Iteration 54Q: 3 clusters Score -452152.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -452158.187500 Penalty: 2682.552734
	Iteration 55Q: 3 clusters Score -452158.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -452169.500000 Penalty: 2682.552734
	Iteration 56Q: 3 clusters Score -452169.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -452176.875000 Penalty: 2682.552734
	Iteration 57Q: 3 clusters Score -452176.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -452186.093750 Penalty: 2682.552734
	Iteration 58Q: 3 clusters Score -452186.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -452193.937500 Penalty: 2682.552734
	Iteration 59Q: 3 clusters Score -452193.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -452202.093750 Penalty: 2682.552734
	Iteration 60F: 3 clusters Score -452202.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -452209.468750 Penalty: 2682.552734
	Iteration 61Q: 3 clusters Score -452209.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -452216.281250 Penalty: 2682.552734
	Iteration 62Q: 3 clusters Score -452216.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -452220.250000 Penalty: 2682.552734
	Iteration 63Q: 3 clusters Score -452220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -452223.843750 Penalty: 2682.552734
	Iteration 64Q: 3 clusters Score -452223.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -452226.156250 Penalty: 2682.552734
	Iteration 65Q: 3 clusters Score -452226.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -452230.000000 Penalty: 2682.552734
	Iteration 66Q: 3 clusters Score -452230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -452235.343750 Penalty: 2682.552734
	Iteration 67Q: 3 clusters Score -452235.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -452239.843750 Penalty: 2682.552734
	Iteration 68Q: 3 clusters Score -452239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -452241.375000 Penalty: 2682.552734
	Iteration 69Q: 3 clusters Score -452241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -452241.875000 Penalty: 2682.552734
	Iteration 70Q: 3 clusters Score -452241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -452242.531250 Penalty: 2682.552734
	Iteration 71Q: 3 clusters Score -452242.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -452242.531250 Penalty: 2682.552734
	Iteration 72Q: 3 clusters Score -452242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -452242.531250 Penalty: 2682.552734
	Iteration 73F: 3 clusters Score -452242.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Entering Unmasked Estep 
Score: -3190171.250000 Penalty: 1650.203979
	Iteration 0F: 2 clusters Score -3190171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3172717.750000 Penalty: 3300.407959
	Iteration 0F: 3 clusters Score -3172718 nChanged 11767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3179341.500000 Penalty: 3300.407959
	Iteration 1F: 3 clusters Score -3179342 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3179842.500000 Penalty: 3300.407959
	Iteration 2Q: 3 clusters Score -3179842 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3180421.000000 Penalty: 3300.407959
	Iteration 3F: 3 clusters Score -3180421 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3181162.750000 Penalty: 3300.407959
	Iteration 4F: 3 clusters Score -3181163 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3182135.500000 Penalty: 3300.407959
	Iteration 5F: 3 clusters Score -3182136 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3183452.500000 Penalty: 3300.407959
	Iteration 6F: 3 clusters Score -3183452 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3184840.250000 Penalty: 3300.407959
	Iteration 7F: 3 clusters Score -3184840 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3186135.750000 Penalty: 3300.407959
	Iteration 8F: 3 clusters Score -3186136 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3187172.750000 Penalty: 3300.407959
	Iteration 9Q: 3 clusters Score -3187173 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3187890.500000 Penalty: 3300.407959
	Iteration 10Q: 3 clusters Score -3187890 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3188305.250000 Penalty: 3300.407959
	Iteration 11Q: 3 clusters Score -3188305 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3188530.750000 Penalty: 3300.407959
	Iteration 12Q: 3 clusters Score -3188531 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3188648.500000 Penalty: 3300.407959
	Iteration 13Q: 3 clusters Score -3188648 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3188717.750000 Penalty: 3300.407959
	Iteration 14Q: 3 clusters Score -3188718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3188758.250000 Penalty: 3300.407959
	Iteration 15Q: 3 clusters Score -3188758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3188784.750000 Penalty: 3300.407959
	Iteration 16Q: 3 clusters Score -3188785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3188819.250000 Penalty: 3300.407959
	Iteration 17Q: 3 clusters Score -3188819 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3188855.250000 Penalty: 3300.407959
	Iteration 18Q: 3 clusters Score -3188855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3188871.000000 Penalty: 3300.407959
	Iteration 19Q: 3 clusters Score -3188871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3188888.250000 Penalty: 3300.407959
	Iteration 20F: 3 clusters Score -3188888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3188897.000000 Penalty: 3300.407959
	Iteration 21Q: 3 clusters Score -3188897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3188902.500000 Penalty: 3300.407959
	Iteration 22Q: 3 clusters Score -3188902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3188910.500000 Penalty: 3300.407959
	Iteration 23Q: 3 clusters Score -3188910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3188920.000000 Penalty: 3300.407959
	Iteration 24Q: 3 clusters Score -3188920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3188921.500000 Penalty: 3300.407959
	Iteration 25Q: 3 clusters Score -3188922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3188921.000000 Penalty: 3300.407959
	Iteration 26Q: 3 clusters Score -3188921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3188921.000000 Penalty: 3300.407959
	Iteration 27F: 3 clusters Score -3188921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Entering Unmasked Estep 
Score: -931475.937500 Penalty: 1458.437134
	Iteration 0F: 2 clusters Score -931475.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -925696.750000 Penalty: 2916.874268
	Iteration 0F: 3 clusters Score -925696.8 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -927593.062500 Penalty: 2916.874268
	Iteration 1F: 3 clusters Score -927593.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -927905.312500 Penalty: 2916.874268
	Iteration 2F: 3 clusters Score -927905.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -928155.937500 Penalty: 2916.874268
	Iteration 3F: 3 clusters Score -928155.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -928401.000000 Penalty: 2916.874268
	Iteration 4F: 3 clusters Score -928401 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -928586.750000 Penalty: 2916.874268
	Iteration 5Q: 3 clusters Score -928586.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -928767.812500 Penalty: 2916.874268
	Iteration 6Q: 3 clusters Score -928767.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -928935.375000 Penalty: 2916.874268
	Iteration 7Q: 3 clusters Score -928935.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -929105.375000 Penalty: 2916.874268
	Iteration 8Q: 3 clusters Score -929105.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -929261.750000 Penalty: 2916.874268
	Iteration 9Q: 3 clusters Score -929261.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -929389.187500 Penalty: 2916.874268
	Iteration 10Q: 3 clusters Score -929389.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -929474.312500 Penalty: 2916.874268
	Iteration 11Q: 3 clusters Score -929474.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -929539.687500 Penalty: 2916.874268
	Iteration 12Q: 3 clusters Score -929539.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -929593.625000 Penalty: 2916.874268
	Iteration 13Q: 3 clusters Score -929593.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -929641.375000 Penalty: 2916.874268
	Iteration 14Q: 3 clusters Score -929641.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -929690.250000 Penalty: 2916.874268
	Iteration 15Q: 3 clusters Score -929690.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -929733.625000 Penalty: 2916.874268
	Iteration 16Q: 3 clusters Score -929733.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -929779.625000 Penalty: 2916.874268
	Iteration 17Q: 3 clusters Score -929779.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -929814.125000 Penalty: 2916.874268
	Iteration 18Q: 3 clusters Score -929814.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -929856.437500 Penalty: 2916.874268
	Iteration 19Q: 3 clusters Score -929856.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -929882.000000 Penalty: 2916.874268
	Iteration 20F: 3 clusters Score -929882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -929900.312500 Penalty: 2916.874268
	Iteration 21Q: 3 clusters Score -929900.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -929925.937500 Penalty: 2916.874268
	Iteration 22Q: 3 clusters Score -929925.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -929954.250000 Penalty: 2916.874268
	Iteration 23Q: 3 clusters Score -929954.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -929984.125000 Penalty: 2916.874268
	Iteration 24Q: 3 clusters Score -929984.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -930007.562500 Penalty: 2916.874268
	Iteration 25Q: 3 clusters Score -930007.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -930029.187500 Penalty: 2916.874268
	Iteration 26Q: 3 clusters Score -930029.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -930048.875000 Penalty: 2916.874268
	Iteration 27Q: 3 clusters Score -930048.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -930077.812500 Penalty: 2916.874268
	Iteration 28Q: 3 clusters Score -930077.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -930096.750000 Penalty: 2916.874268
	Iteration 29Q: 3 clusters Score -930096.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -930120.562500 Penalty: 2916.874268
	Iteration 30Q: 3 clusters Score -930120.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -930139.750000 Penalty: 2916.874268
	Iteration 31Q: 3 clusters Score -930139.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -930154.687500 Penalty: 2916.874268
	Iteration 32Q: 3 clusters Score -930154.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -930172.875000 Penalty: 2916.874268
	Iteration 33Q: 3 clusters Score -930172.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -930192.500000 Penalty: 2916.874268
	Iteration 34Q: 3 clusters Score -930192.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -930213.125000 Penalty: 2916.874268
	Iteration 35Q: 3 clusters Score -930213.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -930229.937500 Penalty: 2916.874268
	Iteration 36Q: 3 clusters Score -930229.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -930246.937500 Penalty: 2916.874268
	Iteration 37Q: 3 clusters Score -930246.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -930261.375000 Penalty: 2916.874268
	Iteration 38Q: 3 clusters Score -930261.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -930271.437500 Penalty: 2916.874268
	Iteration 39Q: 3 clusters Score -930271.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -930281.750000 Penalty: 2916.874268
	Iteration 40F: 3 clusters Score -930281.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -930297.250000 Penalty: 2916.874268
	Iteration 41Q: 3 clusters Score -930297.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -930311.875000 Penalty: 2916.874268
	Iteration 42Q: 3 clusters Score -930311.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -930325.062500 Penalty: 2916.874268
	Iteration 43Q: 3 clusters Score -930325.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -930335.312500 Penalty: 2916.874268
	Iteration 44Q: 3 clusters Score -930335.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -930341.750000 Penalty: 2916.874268
	Iteration 45Q: 3 clusters Score -930341.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -930346.312500 Penalty: 2916.874268
	Iteration 46Q: 3 clusters Score -930346.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -930345.000000 Penalty: 2916.874268
	Iteration 47Q: 3 clusters Score -930345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -930348.812500 Penalty: 2916.874268
	Iteration 48Q: 3 clusters Score -930348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -930350.312500 Penalty: 2916.874268
	Iteration 49Q: 3 clusters Score -930350.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -930355.125000 Penalty: 2916.874268
	Iteration 50Q: 3 clusters Score -930355.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -930361.375000 Penalty: 2916.874268
	Iteration 51Q: 3 clusters Score -930361.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -930366.125000 Penalty: 2916.874268
	Iteration 52Q: 3 clusters Score -930366.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -930366.187500 Penalty: 2916.874268
	Iteration 53Q: 3 clusters Score -930366.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -930370.687500 Penalty: 2916.874268
	Iteration 54Q: 3 clusters Score -930370.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -930373.187500 Penalty: 2916.874268
	Iteration 55Q: 3 clusters Score -930373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -930374.875000 Penalty: 2916.874268
	Iteration 56Q: 3 clusters Score -930374.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -930380.375000 Penalty: 2916.874268
	Iteration 57Q: 3 clusters Score -930380.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -930385.062500 Penalty: 2916.874268
	Iteration 58Q: 3 clusters Score -930385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -930386.375000 Penalty: 2916.874268
	Iteration 59Q: 3 clusters Score -930386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -930386.937500 Penalty: 2916.874268
	Iteration 60F: 3 clusters Score -930386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -930387.312500 Penalty: 2916.874268
	Iteration 61Q: 3 clusters Score -930387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -930387.312500 Penalty: 2916.874268
	Iteration 62F: 3 clusters Score -930387.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -16656.855469 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -16656.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16179.346680 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -16179.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16341.057617 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -16341.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -16409.683594 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -16409.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -16455.398438 Penalty: 1703.567749
	Iteration 3F: 3 clusters Score -16455.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -16482.972656 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -16482.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -16490.785156 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -16490.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -16490.785156 Penalty: 1703.567749
	Iteration 6F: 3 clusters Score -16490.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -34113.957031 Penalty: 953.760742
	Iteration 0F: 2 clusters Score -34113.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33270.988281 Penalty: 1907.521484
	Iteration 0F: 3 clusters Score -33270.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33455.128906 Penalty: 1907.521484
	Iteration 1F: 3 clusters Score -33455.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33547.476562 Penalty: 1907.521484
	Iteration 2F: 3 clusters Score -33547.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33614.597656 Penalty: 1907.521484
	Iteration 3Q: 3 clusters Score -33614.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33644.636719 Penalty: 1907.521484
	Iteration 4Q: 3 clusters Score -33644.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33691.136719 Penalty: 1907.521484
	Iteration 5Q: 3 clusters Score -33691.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -33736.695312 Penalty: 1907.521484
	Iteration 6Q: 3 clusters Score -33736.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -33776.425781 Penalty: 1907.521484
	Iteration 7Q: 3 clusters Score -33776.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -33802.371094 Penalty: 1907.521484
	Iteration 8Q: 3 clusters Score -33802.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -33824.136719 Penalty: 1907.521484
	Iteration 9Q: 3 clusters Score -33824.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -33825.460938 Penalty: 1907.521484
	Iteration 10Q: 3 clusters Score -33825.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -33827.703125 Penalty: 1907.521484
	Iteration 11Q: 3 clusters Score -33827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -33827.703125 Penalty: 1907.521484
	Iteration 12F: 3 clusters Score -33827.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Entering Unmasked Estep 
Score: -275712.812500 Penalty: 1269.050415
	Iteration 0F: 2 clusters Score -275712.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -273362.781250 Penalty: 2538.100830
	Iteration 0F: 3 clusters Score -273362.8 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -274000.687500 Penalty: 2538.100830
	Iteration 1F: 3 clusters Score -274000.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -274265.687500 Penalty: 2538.100830
	Iteration 2F: 3 clusters Score -274265.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -274459.093750 Penalty: 2538.100830
	Iteration 3F: 3 clusters Score -274459.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -274580.125000 Penalty: 2538.100830
	Iteration 4F: 3 clusters Score -274580.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -274690.375000 Penalty: 2538.100830
	Iteration 5Q: 3 clusters Score -274690.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -274810.750000 Penalty: 2538.100830
	Iteration 6Q: 3 clusters Score -274810.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -274927.125000 Penalty: 2538.100830
	Iteration 7Q: 3 clusters Score -274927.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -274994.750000 Penalty: 2538.100830
	Iteration 8Q: 3 clusters Score -274994.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -275040.812500 Penalty: 2538.100830
	Iteration 9Q: 3 clusters Score -275040.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -275081.093750 Penalty: 2538.100830
	Iteration 10Q: 3 clusters Score -275081.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -275108.281250 Penalty: 2538.100830
	Iteration 11Q: 3 clusters Score -275108.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -275124.125000 Penalty: 2538.100830
	Iteration 12Q: 3 clusters Score -275124.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -275129.781250 Penalty: 2538.100830
	Iteration 13Q: 3 clusters Score -275129.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -275132.250000 Penalty: 2538.100830
	Iteration 14Q: 3 clusters Score -275132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -275133.125000 Penalty: 2538.100830
	Iteration 15Q: 3 clusters Score -275133.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -275133.437500 Penalty: 2538.100830
	Iteration 16Q: 3 clusters Score -275133.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -275133.437500 Penalty: 2538.100830
	Iteration 17F: 3 clusters Score -275133.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Entering Unmasked Estep 
Score: -445933.156250 Penalty: 1332.099976
	Iteration 0F: 2 clusters Score -445933.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -442750.125000 Penalty: 2664.199951
	Iteration 0F: 3 clusters Score -442750.1 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -443563.000000 Penalty: 2664.199951
	Iteration 1F: 3 clusters Score -443563 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -443821.750000 Penalty: 2664.199951
	Iteration 2F: 3 clusters Score -443821.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -444048.781250 Penalty: 2664.199951
	Iteration 3F: 3 clusters Score -444048.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -444287.375000 Penalty: 2664.199951
	Iteration 4F: 3 clusters Score -444287.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -444514.843750 Penalty: 2664.199951
	Iteration 5F: 3 clusters Score -444514.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -444777.312500 Penalty: 2664.199951
	Iteration 6F: 3 clusters Score -444777.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -444994.062500 Penalty: 2664.199951
	Iteration 7F: 3 clusters Score -444994.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -445177.468750 Penalty: 2664.199951
	Iteration 8Q: 3 clusters Score -445177.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -445306.625000 Penalty: 2664.199951
	Iteration 9Q: 3 clusters Score -445306.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -445368.906250 Penalty: 2664.199951
	Iteration 10Q: 3 clusters Score -445368.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -445416.781250 Penalty: 2664.199951
	Iteration 11Q: 3 clusters Score -445416.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -445438.406250 Penalty: 2664.199951
	Iteration 12Q: 3 clusters Score -445438.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -445446.968750 Penalty: 2664.199951
	Iteration 13Q: 3 clusters Score -445447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -445452.875000 Penalty: 2664.199951
	Iteration 14Q: 3 clusters Score -445452.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -445457.687500 Penalty: 2664.199951
	Iteration 15Q: 3 clusters Score -445457.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -445462.375000 Penalty: 2664.199951
	Iteration 16Q: 3 clusters Score -445462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -445463.937500 Penalty: 2664.199951
	Iteration 17Q: 3 clusters Score -445463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -445464.906250 Penalty: 2664.199951
	Iteration 18Q: 3 clusters Score -445464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -445465.062500 Penalty: 2664.199951
	Iteration 19Q: 3 clusters Score -445465.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -445467.031250 Penalty: 2664.199951
	Iteration 20F: 3 clusters Score -445467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -445467.093750 Penalty: 2664.199951
	Iteration 21Q: 3 clusters Score -445467.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -445467.093750 Penalty: 2664.199951
	Iteration 22F: 3 clusters Score -445467.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Entering Unmasked Estep 
Score: -4924298.500000 Penalty: 1720.188599
	Iteration 0F: 2 clusters Score -4924298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4897752.000000 Penalty: 3440.377197
	Iteration 0F: 3 clusters Score -4897752 nChanged 18344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -4908065.500000 Penalty: 3440.377197
	Iteration 1F: 3 clusters Score -4908066 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -4908421.500000 Penalty: 3440.377197
	Iteration 2Q: 3 clusters Score -4908422 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -4908737.000000 Penalty: 3440.377197
	Iteration 3Q: 3 clusters Score -4908737 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -4909214.500000 Penalty: 3440.377197
	Iteration 4Q: 3 clusters Score -4909214 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -4909902.500000 Penalty: 3440.377197
	Iteration 5Q: 3 clusters Score -4909902 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -4911097.500000 Penalty: 3440.377197
	Iteration 6F: 3 clusters Score -4911098 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -4913055.000000 Penalty: 3440.377197
	Iteration 7F: 3 clusters Score -4913055 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -4915614.000000 Penalty: 3440.377197
	Iteration 8F: 3 clusters Score -4915614 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -4918261.000000 Penalty: 3440.377197
	Iteration 9F: 3 clusters Score -4918261 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -4920270.500000 Penalty: 3440.377197
	Iteration 10F: 3 clusters Score -4920270 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -4921421.000000 Penalty: 3440.377197
	Iteration 11Q: 3 clusters Score -4921421 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -4922133.000000 Penalty: 3440.377197
	Iteration 12Q: 3 clusters Score -4922133 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -4922486.500000 Penalty: 3440.377197
	Iteration 13Q: 3 clusters Score -4922486 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -4922711.500000 Penalty: 3440.377197
	Iteration 14Q: 3 clusters Score -4922712 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -4922895.000000 Penalty: 3440.377197
	Iteration 15Q: 3 clusters Score -4922895 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -4923014.000000 Penalty: 3440.377197
	Iteration 16Q: 3 clusters Score -4923014 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -4923110.000000 Penalty: 3440.377197
	Iteration 17Q: 3 clusters Score -4923110 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -4923210.000000 Penalty: 3440.377197
	Iteration 18Q: 3 clusters Score -4923210 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -4923316.500000 Penalty: 3440.377197
	Iteration 19Q: 3 clusters Score -4923316 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -4923389.500000 Penalty: 3440.377197
	Iteration 20F: 3 clusters Score -4923390 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -4923457.500000 Penalty: 3440.377197
	Iteration 21Q: 3 clusters Score -4923458 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -4923505.500000 Penalty: 3440.377197
	Iteration 22Q: 3 clusters Score -4923506 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -4923527.000000 Penalty: 3440.377197
	Iteration 23Q: 3 clusters Score -4923527 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -4923572.500000 Penalty: 3440.377197
	Iteration 24Q: 3 clusters Score -4923572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -4923590.000000 Penalty: 3440.377197
	Iteration 25Q: 3 clusters Score -4923590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -4923609.500000 Penalty: 3440.377197
	Iteration 26Q: 3 clusters Score -4923610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -4923623.000000 Penalty: 3440.377197
	Iteration 27Q: 3 clusters Score -4923623 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -4923641.500000 Penalty: 3440.377197
	Iteration 28Q: 3 clusters Score -4923642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4923656.000000 Penalty: 3440.377197
	Iteration 29Q: 3 clusters Score -4923656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -4923676.500000 Penalty: 3440.377197
	Iteration 30Q: 3 clusters Score -4923676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4923703.500000 Penalty: 3440.377197
	Iteration 31Q: 3 clusters Score -4923704 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -4923726.000000 Penalty: 3440.377197
	Iteration 32Q: 3 clusters Score -4923726 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -4923750.000000 Penalty: 3440.377197
	Iteration 33Q: 3 clusters Score -4923750 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -4923774.000000 Penalty: 3440.377197
	Iteration 34Q: 3 clusters Score -4923774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -4923783.500000 Penalty: 3440.377197
	Iteration 35Q: 3 clusters Score -4923784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -4923810.500000 Penalty: 3440.377197
	Iteration 36Q: 3 clusters Score -4923810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -4923815.000000 Penalty: 3440.377197
	Iteration 37Q: 3 clusters Score -4923815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -4923818.000000 Penalty: 3440.377197
	Iteration 38Q: 3 clusters Score -4923818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -4923837.000000 Penalty: 3440.377197
	Iteration 39Q: 3 clusters Score -4923837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -4923854.000000 Penalty: 3440.377197
	Iteration 40F: 3 clusters Score -4923854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -4923857.000000 Penalty: 3440.377197
	Iteration 41Q: 3 clusters Score -4923857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -4923875.000000 Penalty: 3440.377197
	Iteration 42Q: 3 clusters Score -4923875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -4923884.000000 Penalty: 3440.377197
	Iteration 43Q: 3 clusters Score -4923884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -4923910.500000 Penalty: 3440.377197
	Iteration 44Q: 3 clusters Score -4923910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -4923906.500000 Penalty: 3440.377197
	Iteration 45Q: 3 clusters Score -4923906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4923908.000000 Penalty: 3440.377197
	Iteration 46Q: 3 clusters Score -4923908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -4923920.000000 Penalty: 3440.377197
	Iteration 47Q: 3 clusters Score -4923920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -4923928.000000 Penalty: 3440.377197
	Iteration 48Q: 3 clusters Score -4923928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -4923938.500000 Penalty: 3440.377197
	Iteration 49Q: 3 clusters Score -4923938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -4923948.500000 Penalty: 3440.377197
	Iteration 50Q: 3 clusters Score -4923948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -4923972.000000 Penalty: 3440.377197
	Iteration 51Q: 3 clusters Score -4923972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4923982.000000 Penalty: 3440.377197
	Iteration 52Q: 3 clusters Score -4923982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -4924010.000000 Penalty: 3440.377197
	Iteration 53Q: 3 clusters Score -4924010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -4924018.500000 Penalty: 3440.377197
	Iteration 54Q: 3 clusters Score -4924018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -4924026.500000 Penalty: 3440.377197
	Iteration 55Q: 3 clusters Score -4924026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -4924033.500000 Penalty: 3440.377197
	Iteration 56Q: 3 clusters Score -4924034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -4924033.000000 Penalty: 3440.377197
	Iteration 57Q: 3 clusters Score -4924033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -4924051.500000 Penalty: 3440.377197
	Iteration 58Q: 3 clusters Score -4924052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -4924052.000000 Penalty: 3440.377197
	Iteration 59Q: 3 clusters Score -4924052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -4924059.000000 Penalty: 3440.377197
	Iteration 60F: 3 clusters Score -4924059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -4924067.000000 Penalty: 3440.377197
	Iteration 61Q: 3 clusters Score -4924067 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -4924082.000000 Penalty: 3440.377197
	Iteration 62Q: 3 clusters Score -4924082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -4924102.000000 Penalty: 3440.377197
	Iteration 63Q: 3 clusters Score -4924102 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -4924110.000000 Penalty: 3440.377197
	Iteration 64Q: 3 clusters Score -4924110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -4924131.500000 Penalty: 3440.377197
	Iteration 65Q: 3 clusters Score -4924132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -4924145.000000 Penalty: 3440.377197
	Iteration 66Q: 3 clusters Score -4924145 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -4924163.500000 Penalty: 3440.377197
	Iteration 67Q: 3 clusters Score -4924164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -4924174.000000 Penalty: 3440.377197
	Iteration 68Q: 3 clusters Score -4924174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -4924192.500000 Penalty: 3440.377197
	Iteration 69Q: 3 clusters Score -4924192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -4924194.000000 Penalty: 3440.377197
	Iteration 70Q: 3 clusters Score -4924194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4924197.000000 Penalty: 3440.377197
	Iteration 71Q: 3 clusters Score -4924197 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4924223.000000 Penalty: 3440.377197
	Iteration 72Q: 3 clusters Score -4924223 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4924233.000000 Penalty: 3440.377197
	Iteration 73Q: 3 clusters Score -4924233 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -4924245.500000 Penalty: 3440.377197
	Iteration 74Q: 3 clusters Score -4924246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -4924253.500000 Penalty: 3440.377197
	Iteration 75Q: 3 clusters Score -4924254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -4924254.500000 Penalty: 3440.377197
	Iteration 76Q: 3 clusters Score -4924254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -4924259.500000 Penalty: 3440.377197
	Iteration 77Q: 3 clusters Score -4924260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4924270.500000 Penalty: 3440.377197
	Iteration 78Q: 3 clusters Score -4924270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -4924269.500000 Penalty: 3440.377197
	Iteration 79Q: 3 clusters Score -4924270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -4924267.000000 Penalty: 3440.377197
	Iteration 80F: 3 clusters Score -4924267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -4924270.000000 Penalty: 3440.377197
	Iteration 81Q: 3 clusters Score -4924270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -4924266.500000 Penalty: 3440.377197
	Iteration 82Q: 3 clusters Score -4924266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4924269.000000 Penalty: 3440.377197
	Iteration 83Q: 3 clusters Score -4924269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -4924276.000000 Penalty: 3440.377197
	Iteration 84Q: 3 clusters Score -4924276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4924279.000000 Penalty: 3440.377197
	Iteration 85Q: 3 clusters Score -4924279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -4924276.000000 Penalty: 3440.377197
	Iteration 86Q: 3 clusters Score -4924276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4924280.000000 Penalty: 3440.377197
	Iteration 87Q: 3 clusters Score -4924280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -4924280.500000 Penalty: 3440.377197
	Iteration 88Q: 3 clusters Score -4924280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -4924279.500000 Penalty: 3440.377197
	Iteration 89Q: 3 clusters Score -4924280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -4924276.500000 Penalty: 3440.377197
	Iteration 90Q: 3 clusters Score -4924276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -4924281.500000 Penalty: 3440.377197
	Iteration 91Q: 3 clusters Score -4924282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -4924281.500000 Penalty: 3440.377197
	Iteration 92F: 3 clusters Score -4924282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Entering Unmasked Estep 
Score: -1676955.750000 Penalty: 1551.577515
	Iteration 0F: 2 clusters Score -1676956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1667202.000000 Penalty: 3103.155029
	Iteration 0F: 3 clusters Score -1667202 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1670580.750000 Penalty: 3103.155029
	Iteration 1F: 3 clusters Score -1670581 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1670853.250000 Penalty: 3103.155029
	Iteration 2F: 3 clusters Score -1670853 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1671063.375000 Penalty: 3103.155029
	Iteration 3Q: 3 clusters Score -1671063 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1671250.625000 Penalty: 3103.155029
	Iteration 4Q: 3 clusters Score -1671251 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1671436.125000 Penalty: 3103.155029
	Iteration 5Q: 3 clusters Score -1671436 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1671660.000000 Penalty: 3103.155029
	Iteration 6Q: 3 clusters Score -1671660 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1671933.250000 Penalty: 3103.155029
	Iteration 7Q: 3 clusters Score -1671933 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1672278.250000 Penalty: 3103.155029
	Iteration 8Q: 3 clusters Score -1672278 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1672682.375000 Penalty: 3103.155029
	Iteration 9F: 3 clusters Score -1672682 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1673187.875000 Penalty: 3103.155029
	Iteration 10F: 3 clusters Score -1673188 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1673685.750000 Penalty: 3103.155029
	Iteration 11F: 3 clusters Score -1673686 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1674142.375000 Penalty: 3103.155029
	Iteration 12Q: 3 clusters Score -1674142 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1674555.750000 Penalty: 3103.155029
	Iteration 13Q: 3 clusters Score -1674556 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1674909.875000 Penalty: 3103.155029
	Iteration 14Q: 3 clusters Score -1674910 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1675182.000000 Penalty: 3103.155029
	Iteration 15Q: 3 clusters Score -1675182 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1675384.875000 Penalty: 3103.155029
	Iteration 16Q: 3 clusters Score -1675385 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1675522.000000 Penalty: 3103.155029
	Iteration 17Q: 3 clusters Score -1675522 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1675628.250000 Penalty: 3103.155029
	Iteration 18Q: 3 clusters Score -1675628 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1675696.375000 Penalty: 3103.155029
	Iteration 19Q: 3 clusters Score -1675696 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1675725.625000 Penalty: 3103.155029
	Iteration 20F: 3 clusters Score -1675726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1675744.875000 Penalty: 3103.155029
	Iteration 21Q: 3 clusters Score -1675745 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1675770.500000 Penalty: 3103.155029
	Iteration 22Q: 3 clusters Score -1675770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1675790.625000 Penalty: 3103.155029
	Iteration 23Q: 3 clusters Score -1675791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1675800.875000 Penalty: 3103.155029
	Iteration 24Q: 3 clusters Score -1675801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1675815.250000 Penalty: 3103.155029
	Iteration 25Q: 3 clusters Score -1675815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1675823.750000 Penalty: 3103.155029
	Iteration 26Q: 3 clusters Score -1675824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1675824.375000 Penalty: 3103.155029
	Iteration 27Q: 3 clusters Score -1675824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1675824.250000 Penalty: 3103.155029
	Iteration 28Q: 3 clusters Score -1675824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1675829.000000 Penalty: 3103.155029
	Iteration 29Q: 3 clusters Score -1675829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1675831.125000 Penalty: 3103.155029
	Iteration 30Q: 3 clusters Score -1675831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1675833.750000 Penalty: 3103.155029
	Iteration 31Q: 3 clusters Score -1675834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1675832.875000 Penalty: 3103.155029
	Iteration 32Q: 3 clusters Score -1675833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1675834.625000 Penalty: 3103.155029
	Iteration 33Q: 3 clusters Score -1675835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1675836.375000 Penalty: 3103.155029
	Iteration 34Q: 3 clusters Score -1675836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1675841.250000 Penalty: 3103.155029
	Iteration 35Q: 3 clusters Score -1675841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1675839.875000 Penalty: 3103.155029
	Iteration 36Q: 3 clusters Score -1675840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1675840.375000 Penalty: 3103.155029
	Iteration 37Q: 3 clusters Score -1675840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1675842.500000 Penalty: 3103.155029
	Iteration 38Q: 3 clusters Score -1675842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1675842.750000 Penalty: 3103.155029
	Iteration 39Q: 3 clusters Score -1675843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1675842.750000 Penalty: 3103.155029
	Iteration 40F: 3 clusters Score -1675843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -348125.937500 Penalty: 1293.722656
	Iteration 0F: 2 clusters Score -348125.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -345503.468750 Penalty: 2587.445312
	Iteration 0F: 3 clusters Score -345503.5 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -346135.468750 Penalty: 2587.445312
	Iteration 1F: 3 clusters Score -346135.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -346291.937500 Penalty: 2587.445312
	Iteration 2F: 3 clusters Score -346291.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -346393.968750 Penalty: 2587.445312
	Iteration 3F: 3 clusters Score -346394 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -346471.093750 Penalty: 2587.445312
	Iteration 4Q: 3 clusters Score -346471.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -346516.531250 Penalty: 2587.445312
	Iteration 5Q: 3 clusters Score -346516.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -346550.468750 Penalty: 2587.445312
	Iteration 6Q: 3 clusters Score -346550.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -346585.906250 Penalty: 2587.445312
	Iteration 7Q: 3 clusters Score -346585.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -346630.125000 Penalty: 2587.445312
	Iteration 8Q: 3 clusters Score -346630.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -346669.812500 Penalty: 2587.445312
	Iteration 9Q: 3 clusters Score -346669.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -346706.000000 Penalty: 2587.445312
	Iteration 10Q: 3 clusters Score -346706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -346740.718750 Penalty: 2587.445312
	Iteration 11Q: 3 clusters Score -346740.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -346770.375000 Penalty: 2587.445312
	Iteration 12Q: 3 clusters Score -346770.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -346806.375000 Penalty: 2587.445312
	Iteration 13Q: 3 clusters Score -346806.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -346839.000000 Penalty: 2587.445312
	Iteration 14Q: 3 clusters Score -346839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -346866.968750 Penalty: 2587.445312
	Iteration 15Q: 3 clusters Score -346867 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -346903.250000 Penalty: 2587.445312
	Iteration 16Q: 3 clusters Score -346903.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -346937.937500 Penalty: 2587.445312
	Iteration 17Q: 3 clusters Score -346937.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -346974.125000 Penalty: 2587.445312
	Iteration 18Q: 3 clusters Score -346974.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -347007.156250 Penalty: 2587.445312
	Iteration 19Q: 3 clusters Score -347007.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -347040.937500 Penalty: 2587.445312
	Iteration 20F: 3 clusters Score -347040.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -347100.531250 Penalty: 2587.445312
	Iteration 21Q: 3 clusters Score -347100.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -347161.687500 Penalty: 2587.445312
	Iteration 22Q: 3 clusters Score -347161.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -347266.843750 Penalty: 2587.445312
	Iteration 23Q: 3 clusters Score -347266.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -347410.093750 Penalty: 2587.445312
	Iteration 24Q: 3 clusters Score -347410.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -347631.031250 Penalty: 2587.445312
	Iteration 25Q: 3 clusters Score -347631 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -347833.687500 Penalty: 2587.445312
	Iteration 26Q: 3 clusters Score -347833.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -347958.187500 Penalty: 2587.445312
	Iteration 27Q: 3 clusters Score -347958.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -348017.468750 Penalty: 2587.445312
	Iteration 28Q: 3 clusters Score -348017.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -348053.625000 Penalty: 2587.445312
	Iteration 29Q: 3 clusters Score -348053.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -348077.531250 Penalty: 2587.445312
	Iteration 30Q: 3 clusters Score -348077.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -348095.781250 Penalty: 2587.445312
	Iteration 31Q: 3 clusters Score -348095.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -348108.562500 Penalty: 2587.445312
	Iteration 32Q: 3 clusters Score -348108.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -348118.281250 Penalty: 2587.445312
	Iteration 33Q: 3 clusters Score -348118.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -348129.468750 Penalty: 2587.445312
	Iteration 34Q: 3 clusters Score -348129.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -348138.468750 Penalty: 2587.445312
	Iteration 35Q: 3 clusters Score -348138.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -348144.562500 Penalty: 2587.445312
	Iteration 36Q: 3 clusters Score -348144.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -348152.375000 Penalty: 2587.445312
	Iteration 37Q: 3 clusters Score -348152.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -348158.187500 Penalty: 2587.445312
	Iteration 38Q: 3 clusters Score -348158.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -348166.156250 Penalty: 2587.445312
	Iteration 39Q: 3 clusters Score -348166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -348173.343750 Penalty: 2587.445312
	Iteration 40F: 3 clusters Score -348173.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -348179.375000 Penalty: 2587.445312
	Iteration 41Q: 3 clusters Score -348179.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -348182.218750 Penalty: 2587.445312
	Iteration 42Q: 3 clusters Score -348182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -348185.937500 Penalty: 2587.445312
	Iteration 43Q: 3 clusters Score -348185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -348189.156250 Penalty: 2587.445312
	Iteration 44Q: 3 clusters Score -348189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -348191.062500 Penalty: 2587.445312
	Iteration 45Q: 3 clusters Score -348191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -348191.062500 Penalty: 2587.445312
	Iteration 46Q: 3 clusters Score -348191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -348191.500000 Penalty: 2587.445312
	Iteration 47Q: 3 clusters Score -348191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -348192.375000 Penalty: 2587.445312
	Iteration 48Q: 3 clusters Score -348192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -348192.375000 Penalty: 2587.445312
	Iteration 49F: 3 clusters Score -348192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 12771 members 
Mstep: Class 3 contains 8909 members 
Mstep: Class 4 contains 27702 members 
Mstep: Class 5 contains 83410 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 93974 members 
Mstep: Class 8 contains 86516 members 
Mstep: Class 9 contains 30700 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25722 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 39568 members 
Mstep: Class 18 contains 14019 members 
Mstep: Class 19 contains 1389 members 
Mstep: Class 20 contains 6731 members 
Mstep: Class 21 contains 4853 members 
Mstep: Class 22 contains 43123 members 
Mstep: Class 23 contains 1479 members 
Entering Unmasked Estep 
Score: -62633664.000000 Penalty: 49153.574219
Splitting cluster 19 changes total score from -62626400.000000 to -62633664.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 20 (6731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Entering Unmasked Estep 
Score: -819363.437500 Penalty: 1432.352783
	Iteration 0F: 2 clusters Score -819363.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -814252.250000 Penalty: 2864.705566
	Iteration 0F: 3 clusters Score -814252.2 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -815795.875000 Penalty: 2864.705566
	Iteration 1F: 3 clusters Score -815795.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -815966.875000 Penalty: 2864.705566
	Iteration 2F: 3 clusters Score -815966.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -816099.250000 Penalty: 2864.705566
	Iteration 3Q: 3 clusters Score -816099.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -816199.375000 Penalty: 2864.705566
	Iteration 4Q: 3 clusters Score -816199.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -816276.125000 Penalty: 2864.705566
	Iteration 5Q: 3 clusters Score -816276.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -816343.562500 Penalty: 2864.705566
	Iteration 6Q: 3 clusters Score -816343.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -816390.375000 Penalty: 2864.705566
	Iteration 7Q: 3 clusters Score -816390.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -816448.750000 Penalty: 2864.705566
	Iteration 8Q: 3 clusters Score -816448.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -816493.437500 Penalty: 2864.705566
	Iteration 9Q: 3 clusters Score -816493.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -816544.500000 Penalty: 2864.705566
	Iteration 10Q: 3 clusters Score -816544.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -816594.687500 Penalty: 2864.705566
	Iteration 11Q: 3 clusters Score -816594.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -816658.062500 Penalty: 2864.705566
	Iteration 12Q: 3 clusters Score -816658.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -816739.187500 Penalty: 2864.705566
	Iteration 13Q: 3 clusters Score -816739.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -816814.812500 Penalty: 2864.705566
	Iteration 14Q: 3 clusters Score -816814.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -816924.437500 Penalty: 2864.705566
	Iteration 15Q: 3 clusters Score -816924.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -817070.875000 Penalty: 2864.705566
	Iteration 16Q: 3 clusters Score -817070.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -817234.875000 Penalty: 2864.705566
	Iteration 17Q: 3 clusters Score -817234.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -817375.812500 Penalty: 2864.705566
	Iteration 18Q: 3 clusters Score -817375.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -817519.750000 Penalty: 2864.705566
	Iteration 19Q: 3 clusters Score -817519.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -817650.312500 Penalty: 2864.705566
	Iteration 20F: 3 clusters Score -817650.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -817753.750000 Penalty: 2864.705566
	Iteration 21Q: 3 clusters Score -817753.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -817832.437500 Penalty: 2864.705566
	Iteration 22Q: 3 clusters Score -817832.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -817891.812500 Penalty: 2864.705566
	Iteration 23Q: 3 clusters Score -817891.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -817944.312500 Penalty: 2864.705566
	Iteration 24Q: 3 clusters Score -817944.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -817984.875000 Penalty: 2864.705566
	Iteration 25Q: 3 clusters Score -817984.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -818017.062500 Penalty: 2864.705566
	Iteration 26Q: 3 clusters Score -818017.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -818042.812500 Penalty: 2864.705566
	Iteration 27Q: 3 clusters Score -818042.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -818059.125000 Penalty: 2864.705566
	Iteration 28Q: 3 clusters Score -818059.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -818076.375000 Penalty: 2864.705566
	Iteration 29Q: 3 clusters Score -818076.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -818085.000000 Penalty: 2864.705566
	Iteration 30Q: 3 clusters Score -818085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -818097.187500 Penalty: 2864.705566
	Iteration 31Q: 3 clusters Score -818097.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -818102.687500 Penalty: 2864.705566
	Iteration 32Q: 3 clusters Score -818102.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -818110.375000 Penalty: 2864.705566
	Iteration 33Q: 3 clusters Score -818110.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -818111.812500 Penalty: 2864.705566
	Iteration 34Q: 3 clusters Score -818111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -818116.750000 Penalty: 2864.705566
	Iteration 35Q: 3 clusters Score -818116.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -818123.562500 Penalty: 2864.705566
	Iteration 36Q: 3 clusters Score -818123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -818129.125000 Penalty: 2864.705566
	Iteration 37Q: 3 clusters Score -818129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -818134.562500 Penalty: 2864.705566
	Iteration 38Q: 3 clusters Score -818134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -818139.250000 Penalty: 2864.705566
	Iteration 39Q: 3 clusters Score -818139.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -818143.875000 Penalty: 2864.705566
	Iteration 40F: 3 clusters Score -818143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -818145.125000 Penalty: 2864.705566
	Iteration 41Q: 3 clusters Score -818145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -818145.125000 Penalty: 2864.705566
	Iteration 42F: 3 clusters Score -818145.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Entering Unmasked Estep 
Score: -599249.875000 Penalty: 1379.194702
	Iteration 0F: 2 clusters Score -599249.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -595369.312500 Penalty: 2758.389404
	Iteration 0F: 3 clusters Score -595369.3 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -596495.875000 Penalty: 2758.389404
	Iteration 1F: 3 clusters Score -596495.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -596699.687500 Penalty: 2758.389404
	Iteration 2F: 3 clusters Score -596699.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -596864.937500 Penalty: 2758.389404
	Iteration 3F: 3 clusters Score -596864.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -596994.687500 Penalty: 2758.389404
	Iteration 4Q: 3 clusters Score -596994.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -597139.062500 Penalty: 2758.389404
	Iteration 5Q: 3 clusters Score -597139.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -597278.187500 Penalty: 2758.389404
	Iteration 6Q: 3 clusters Score -597278.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -597433.750000 Penalty: 2758.389404
	Iteration 7Q: 3 clusters Score -597433.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -597652.125000 Penalty: 2758.389404
	Iteration 8Q: 3 clusters Score -597652.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -597878.437500 Penalty: 2758.389404
	Iteration 9Q: 3 clusters Score -597878.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -598065.500000 Penalty: 2758.389404
	Iteration 10Q: 3 clusters Score -598065.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -598218.125000 Penalty: 2758.389404
	Iteration 11Q: 3 clusters Score -598218.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -598339.500000 Penalty: 2758.389404
	Iteration 12Q: 3 clusters Score -598339.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -598420.187500 Penalty: 2758.389404
	Iteration 13Q: 3 clusters Score -598420.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -598465.187500 Penalty: 2758.389404
	Iteration 14Q: 3 clusters Score -598465.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -598491.812500 Penalty: 2758.389404
	Iteration 15Q: 3 clusters Score -598491.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -598520.250000 Penalty: 2758.389404
	Iteration 16Q: 3 clusters Score -598520.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -598548.937500 Penalty: 2758.389404
	Iteration 17Q: 3 clusters Score -598548.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -598582.250000 Penalty: 2758.389404
	Iteration 18Q: 3 clusters Score -598582.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -598607.000000 Penalty: 2758.389404
	Iteration 19Q: 3 clusters Score -598607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -598623.687500 Penalty: 2758.389404
	Iteration 20F: 3 clusters Score -598623.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -598636.687500 Penalty: 2758.389404
	Iteration 21Q: 3 clusters Score -598636.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -598648.062500 Penalty: 2758.389404
	Iteration 22Q: 3 clusters Score -598648.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -598658.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -598668.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -598673.062500 Penalty: 2758.389404
	Iteration 25Q: 3 clusters Score -598673.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -598675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -598675.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -598676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -598676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -598676.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -598676.625000 Penalty: 2758.389404
	Iteration 31F: 3 clusters Score -598676.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 12771 members 
Mstep: Class 3 contains 8909 members 
Mstep: Class 4 contains 27702 members 
Mstep: Class 5 contains 83410 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 93974 members 
Mstep: Class 8 contains 86516 members 
Mstep: Class 9 contains 30700 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 25722 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 39568 members 
Mstep: Class 18 contains 14019 members 
Mstep: Class 19 contains 1389 members 
Mstep: Class 20 contains 6731 members 
Mstep: Class 21 contains 4853 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 24 clusters Score -6.263623e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 12304 members 
Mstep: Class 3 contains 8958 members 
Mstep: Class 4 contains 28167 members 
Mstep: Class 5 contains 83402 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 94262 members 
Mstep: Class 8 contains 86230 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 3837 members 
Mstep: Class 11 contains 25804 members 
Mstep: Class 12 contains 7900 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3639 members 
Mstep: Class 17 contains 39599 members 
Mstep: Class 18 contains 14019 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 7037 members 
Mstep: Class 21 contains 4862 members 
Mstep: Class 22 contains 42506 members 
Mstep: Class 23 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 24 clusters Score -6.263793e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 11967 members 
Mstep: Class 3 contains 9025 members 
Mstep: Class 4 contains 28287 members 
Mstep: Class 5 contains 83391 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 94438 members 
Mstep: Class 8 contains 85967 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 3832 members 
Mstep: Class 11 contains 25728 members 
Mstep: Class 12 contains 7894 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2463 members 
Mstep: Class 16 contains 3645 members 
Mstep: Class 17 contains 39563 members 
Mstep: Class 18 contains 14027 members 
Mstep: Class 19 contains 1425 members 
Mstep: Class 20 contains 6877 members 
Mstep: Class 21 contains 4864 members 
Mstep: Class 22 contains 42778 members 
Mstep: Class 23 contains 1565 members 
Entering Unmasked Estep 
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Iteration 121Q: 24 clusters Score -6.263839e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 9087 members 
Mstep: Class 4 contains 28523 members 
Mstep: Class 5 contains 83385 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 94532 members 
Mstep: Class 8 contains 85725 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 3829 members 
Mstep: Class 11 contains 25677 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2463 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 39528 members 
Mstep: Class 18 contains 14035 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 6775 members 
Mstep: Class 21 contains 4866 members 
Mstep: Class 22 contains 42930 members 
Mstep: Class 23 contains 1691 members 
Entering Unmasked Estep 
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Iteration 122Q: 24 clusters Score -6.263844e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 11425 members 
Mstep: Class 3 contains 9147 members 
Mstep: Class 4 contains 28723 members 
Mstep: Class 5 contains 83380 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 94608 members 
Mstep: Class 8 contains 85557 members 
Mstep: Class 9 contains 30736 members 
Mstep: Class 10 contains 3830 members 
Mstep: Class 11 contains 25598 members 
Mstep: Class 12 contains 7880 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 39483 members 
Mstep: Class 18 contains 14038 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 6703 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 43039 members 
Mstep: Class 23 contains 1799 members 
Entering Unmasked Estep 
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Iteration 123Q: 24 clusters Score -6.263879e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 11224 members 
Mstep: Class 3 contains 9190 members 
Mstep: Class 4 contains 28932 members 
Mstep: Class 5 contains 83380 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 94683 members 
Mstep: Class 8 contains 85412 members 
Mstep: Class 9 contains 30741 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 25528 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 355 members 
Mstep: Class 15 contains 2463 members 
Mstep: Class 16 contains 3660 members 
Mstep: Class 17 contains 39439 members 
Mstep: Class 18 contains 14044 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 4870 members 
Mstep: Class 22 contains 43110 members 
Mstep: Class 23 contains 1885 members 
Entering Unmasked Estep 
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Iteration 124Q: 24 clusters Score -6.263906e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 11044 members 
Mstep: Class 3 contains 9222 members 
Mstep: Class 4 contains 29132 members 
Mstep: Class 5 contains 83381 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 94766 members 
Mstep: Class 8 contains 85292 members 
Mstep: Class 9 contains 30746 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 25460 members 
Mstep: Class 12 contains 7843 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3659 members 
Mstep: Class 17 contains 39381 members 
Mstep: Class 18 contains 14044 members 
Mstep: Class 19 contains 1465 members 
Mstep: Class 20 contains 6653 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 43168 members 
Mstep: Class 23 contains 1962 members 
Entering Unmasked Estep 
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Iteration 125Q: 24 clusters Score -6.263906e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 10889 members 
Mstep: Class 3 contains 9251 members 
Mstep: Class 4 contains 29332 members 
Mstep: Class 5 contains 83381 members 
Mstep: Class 6 contains 3525 members 
Mstep: Class 7 contains 94831 members 
Mstep: Class 8 contains 85201 members 
Mstep: Class 9 contains 30754 members 
Mstep: Class 10 contains 3826 members 
Mstep: Class 11 contains 25369 members 
Mstep: Class 12 contains 7839 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3665 members 
Mstep: Class 17 contains 39330 members 
Mstep: Class 18 contains 14049 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 6636 members 
Mstep: Class 21 contains 4867 members 
Mstep: Class 22 contains 43207 members 
Mstep: Class 23 contains 2020 members 
Entering Unmasked Estep 
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Iteration 126Q: 24 clusters Score -6.263917e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 10743 members 
Mstep: Class 3 contains 9272 members 
Mstep: Class 4 contains 29528 members 
Mstep: Class 5 contains 83381 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 7 contains 94883 members 
Mstep: Class 8 contains 85136 members 
Mstep: Class 9 contains 30763 members 
Mstep: Class 10 contains 3826 members 
Mstep: Class 11 contains 25276 members 
Mstep: Class 12 contains 7842 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3667 members 
Mstep: Class 17 contains 39271 members 
Mstep: Class 18 contains 14051 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6623 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 43232 members 
Mstep: Class 23 contains 2083 members 
Entering Unmasked Estep 
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Iteration 127Q: 24 clusters Score -6.263926e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 10596 members 
Mstep: Class 3 contains 9291 members 
Mstep: Class 4 contains 29724 members 
Mstep: Class 5 contains 83381 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 7 contains 94913 members 
Mstep: Class 8 contains 85077 members 
Mstep: Class 9 contains 30778 members 
Mstep: Class 10 contains 3828 members 
Mstep: Class 11 contains 25202 members 
Mstep: Class 12 contains 7842 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3664 members 
Mstep: Class 17 contains 39226 members 
Mstep: Class 18 contains 14049 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6614 members 
Mstep: Class 21 contains 4867 members 
Mstep: Class 22 contains 43245 members 
Mstep: Class 23 contains 2154 members 
Entering Unmasked Estep 
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Iteration 128Q: 24 clusters Score -6.263927e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 10447 members 
Mstep: Class 3 contains 9305 members 
Mstep: Class 4 contains 29920 members 
Mstep: Class 5 contains 83380 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 94943 members 
Mstep: Class 8 contains 85026 members 
Mstep: Class 9 contains 30791 members 
Mstep: Class 10 contains 3830 members 
Mstep: Class 11 contains 25136 members 
Mstep: Class 12 contains 7839 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3663 members 
Mstep: Class 17 contains 39183 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 4867 members 
Mstep: Class 22 contains 43262 members 
Mstep: Class 23 contains 2217 members 
Entering Unmasked Estep 
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Iteration 129Q: 24 clusters Score -6.263939e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 10314 members 
Mstep: Class 3 contains 9317 members 
Mstep: Class 4 contains 30093 members 
Mstep: Class 5 contains 83383 members 
Mstep: Class 6 contains 3538 members 
Mstep: Class 7 contains 94962 members 
Mstep: Class 8 contains 84984 members 
Mstep: Class 9 contains 30801 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 25067 members 
Mstep: Class 12 contains 7840 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3663 members 
Mstep: Class 17 contains 39141 members 
Mstep: Class 18 contains 14044 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6599 members 
Mstep: Class 21 contains 4866 members 
Mstep: Class 22 contains 43274 members 
Mstep: Class 23 contains 2283 members 
Entering Unmasked Estep 
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Iteration 130Q: 24 clusters Score -6.263936e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 10181 members 
Mstep: Class 3 contains 9323 members 
Mstep: Class 4 contains 30262 members 
Mstep: Class 5 contains 83381 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 7 contains 94986 members 
Mstep: Class 8 contains 84948 members 
Mstep: Class 9 contains 30811 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 25006 members 
Mstep: Class 12 contains 7839 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3661 members 
Mstep: Class 17 contains 39097 members 
Mstep: Class 18 contains 14042 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 4867 members 
Mstep: Class 22 contains 43281 members 
Mstep: Class 23 contains 2351 members 
Entering Unmasked Estep 
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Iteration 131Q: 24 clusters Score -6.26394e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 9331 members 
Mstep: Class 4 contains 30429 members 
Mstep: Class 5 contains 83377 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 7 contains 95015 members 
Mstep: Class 8 contains 84917 members 
Mstep: Class 9 contains 30818 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 24944 members 
Mstep: Class 12 contains 7836 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3661 members 
Mstep: Class 17 contains 39059 members 
Mstep: Class 18 contains 14041 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6583 members 
Mstep: Class 21 contains 4867 members 
Mstep: Class 22 contains 43296 members 
Mstep: Class 23 contains 2398 members 
Entering Unmasked Estep 
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Iteration 132Q: 24 clusters Score -6.263948e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 9954 members 
Mstep: Class 3 contains 9342 members 
Mstep: Class 4 contains 30578 members 
Mstep: Class 5 contains 83379 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 95049 members 
Mstep: Class 8 contains 84882 members 
Mstep: Class 9 contains 30825 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 24886 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3661 members 
Mstep: Class 17 contains 39022 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6572 members 
Mstep: Class 21 contains 4865 members 
Mstep: Class 22 contains 43311 members 
Mstep: Class 23 contains 2432 members 
Entering Unmasked Estep 
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Iteration 133Q: 24 clusters Score -6.263942e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 9863 members 
Mstep: Class 3 contains 9351 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 83378 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 7 contains 95073 members 
Mstep: Class 8 contains 84855 members 
Mstep: Class 9 contains 30836 members 
Mstep: Class 10 contains 3834 members 
Mstep: Class 11 contains 24843 members 
Mstep: Class 12 contains 7831 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 38990 members 
Mstep: Class 18 contains 14044 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6569 members 
Mstep: Class 21 contains 4864 members 
Mstep: Class 22 contains 43323 members 
Mstep: Class 23 contains 2469 members 
Entering Unmasked Estep 
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Iteration 134Q: 24 clusters Score -6.263949e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 9366 members 
Mstep: Class 4 contains 30803 members 
Mstep: Class 5 contains 83372 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 7 contains 95081 members 
Mstep: Class 8 contains 84829 members 
Mstep: Class 9 contains 30840 members 
Mstep: Class 10 contains 3833 members 
Mstep: Class 11 contains 24800 members 
Mstep: Class 12 contains 7833 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3660 members 
Mstep: Class 17 contains 38962 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6568 members 
Mstep: Class 21 contains 4862 members 
Mstep: Class 22 contains 43331 members 
Mstep: Class 23 contains 2505 members 
Entering Unmasked Estep 
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Iteration 135Q: 24 clusters Score -6.263954e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 9703 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 30930 members 
Mstep: Class 5 contains 83374 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 7 contains 95084 members 
Mstep: Class 8 contains 84814 members 
Mstep: Class 9 contains 30839 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 24761 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 38936 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6560 members 
Mstep: Class 21 contains 4862 members 
Mstep: Class 22 contains 43340 members 
Mstep: Class 23 contains 2530 members 
Entering Unmasked Estep 
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Iteration 136Q: 24 clusters Score -6.263944e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 9632 members 
Mstep: Class 3 contains 9394 members 
Mstep: Class 4 contains 31042 members 
Mstep: Class 5 contains 83373 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 7 contains 95081 members 
Mstep: Class 8 contains 84805 members 
Mstep: Class 9 contains 30842 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 24725 members 
Mstep: Class 12 contains 7832 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 38909 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6554 members 
Mstep: Class 21 contains 4862 members 
Mstep: Class 22 contains 43348 members 
Mstep: Class 23 contains 2556 members 
Entering Unmasked Estep 
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Iteration 137Q: 24 clusters Score -6.26395e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 9556 members 
Mstep: Class 3 contains 9403 members 
Mstep: Class 4 contains 31149 members 
Mstep: Class 5 contains 83376 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 95091 members 
Mstep: Class 8 contains 84803 members 
Mstep: Class 9 contains 30844 members 
Mstep: Class 10 contains 3829 members 
Mstep: Class 11 contains 24690 members 
Mstep: Class 12 contains 7830 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 38879 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6547 members 
Mstep: Class 21 contains 4862 members 
Mstep: Class 22 contains 43352 members 
Mstep: Class 23 contains 2576 members 
Entering Unmasked Estep 
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Iteration 138Q: 24 clusters Score -6.263962e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 9415 members 
Mstep: Class 4 contains 31278 members 
Mstep: Class 5 contains 83377 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 95077 members 
Mstep: Class 8 contains 84806 members 
Mstep: Class 9 contains 30848 members 
Mstep: Class 10 contains 3829 members 
Mstep: Class 11 contains 24664 members 
Mstep: Class 12 contains 7832 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 38842 members 
Mstep: Class 18 contains 14044 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6543 members 
Mstep: Class 21 contains 4861 members 
Mstep: Class 22 contains 43355 members 
Mstep: Class 23 contains 2590 members 
Entering Unmasked Estep 
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Iteration 139Q: 24 clusters Score -6.263966e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 9427 members 
Mstep: Class 4 contains 31395 members 
Mstep: Class 5 contains 83379 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 95074 members 
Mstep: Class 8 contains 84798 members 
Mstep: Class 9 contains 30855 members 
Mstep: Class 10 contains 3828 members 
Mstep: Class 11 contains 24645 members 
Mstep: Class 12 contains 7832 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 38815 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6534 members 
Mstep: Class 21 contains 4860 members 
Mstep: Class 22 contains 43356 members 
Mstep: Class 23 contains 2601 members 
Entering Unmasked Estep 
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Iteration 140F: 24 clusters Score -6.263973e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 9438 members 
Mstep: Class 4 contains 31513 members 
Mstep: Class 5 contains 83380 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 95076 members 
Mstep: Class 8 contains 84793 members 
Mstep: Class 9 contains 30857 members 
Mstep: Class 10 contains 3826 members 
Mstep: Class 11 contains 24605 members 
Mstep: Class 12 contains 7831 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 38788 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6529 members 
Mstep: Class 21 contains 4860 members 
Mstep: Class 22 contains 43353 members 
Mstep: Class 23 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639716.000000 Penalty: 49153.574219
Iteration 141Q: 24 clusters Score -6.263972e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 9230 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 4 contains 31640 members 
Mstep: Class 5 contains 83384 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 95076 members 
Mstep: Class 8 contains 84792 members 
Mstep: Class 9 contains 30855 members 
Mstep: Class 10 contains 3827 members 
Mstep: Class 11 contains 24565 members 
Mstep: Class 12 contains 7831 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3653 members 
Mstep: Class 17 contains 38757 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6522 members 
Mstep: Class 21 contains 4860 members 
Mstep: Class 22 contains 43350 members 
Mstep: Class 23 contains 2668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639692.000000 Penalty: 49153.574219
Iteration 142Q: 24 clusters Score -6.263969e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 9144 members 
Mstep: Class 3 contains 9459 members 
Mstep: Class 4 contains 31759 members 
Mstep: Class 5 contains 83387 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 95060 members 
Mstep: Class 8 contains 84799 members 
Mstep: Class 9 contains 30859 members 
Mstep: Class 10 contains 3828 members 
Mstep: Class 11 contains 24525 members 
Mstep: Class 12 contains 7829 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3650 members 
Mstep: Class 17 contains 38726 members 
Mstep: Class 18 contains 14049 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6515 members 
Mstep: Class 21 contains 4860 members 
Mstep: Class 22 contains 43349 members 
Mstep: Class 23 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639688.000000 Penalty: 49153.574219
Iteration 143Q: 24 clusters Score -6.263969e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 9077 members 
Mstep: Class 3 contains 9470 members 
Mstep: Class 4 contains 31869 members 
Mstep: Class 5 contains 83390 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 95042 members 
Mstep: Class 8 contains 84800 members 
Mstep: Class 9 contains 30861 members 
Mstep: Class 10 contains 3828 members 
Mstep: Class 11 contains 24484 members 
Mstep: Class 12 contains 7830 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3647 members 
Mstep: Class 17 contains 38689 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6507 members 
Mstep: Class 21 contains 4859 members 
Mstep: Class 22 contains 43352 members 
Mstep: Class 23 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639796.000000 Penalty: 49153.574219
Iteration 144Q: 24 clusters Score -6.26398e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9012 members 
Mstep: Class 3 contains 9490 members 
Mstep: Class 4 contains 31975 members 
Mstep: Class 5 contains 83396 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 95023 members 
Mstep: Class 8 contains 84800 members 
Mstep: Class 9 contains 30863 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 24447 members 
Mstep: Class 12 contains 7831 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3647 members 
Mstep: Class 17 contains 38641 members 
Mstep: Class 18 contains 14054 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6506 members 
Mstep: Class 21 contains 4860 members 
Mstep: Class 22 contains 43355 members 
Mstep: Class 23 contains 2781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639836.000000 Penalty: 49153.574219
Iteration 145Q: 24 clusters Score -6.263984e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 8941 members 
Mstep: Class 3 contains 9513 members 
Mstep: Class 4 contains 32090 members 
Mstep: Class 5 contains 83403 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 95012 members 
Mstep: Class 8 contains 84801 members 
Mstep: Class 9 contains 30862 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 24422 members 
Mstep: Class 12 contains 7828 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3645 members 
Mstep: Class 17 contains 38589 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 6508 members 
Mstep: Class 21 contains 4860 members 
Mstep: Class 22 contains 43350 members 
Mstep: Class 23 contains 2805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639860.000000 Penalty: 49153.574219
Iteration 146Q: 24 clusters Score -6.263986e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 8883 members 
Mstep: Class 3 contains 9540 members 
Mstep: Class 4 contains 32197 members 
Mstep: Class 5 contains 83408 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 94994 members 
Mstep: Class 8 contains 84805 members 
Mstep: Class 9 contains 30863 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 24397 members 
Mstep: Class 12 contains 7829 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3639 members 
Mstep: Class 17 contains 38539 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 6503 members 
Mstep: Class 21 contains 4860 members 
Mstep: Class 22 contains 43351 members 
Mstep: Class 23 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639908.000000 Penalty: 49153.574219
Iteration 147Q: 24 clusters Score -6.263991e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 8824 members 
Mstep: Class 3 contains 9565 members 
Mstep: Class 4 contains 32306 members 
Mstep: Class 5 contains 83411 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 94971 members 
Mstep: Class 8 contains 84802 members 
Mstep: Class 9 contains 30867 members 
Mstep: Class 10 contains 3823 members 
Mstep: Class 11 contains 24382 members 
Mstep: Class 12 contains 7829 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3637 members 
Mstep: Class 17 contains 38490 members 
Mstep: Class 18 contains 14054 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 6501 members 
Mstep: Class 21 contains 4859 members 
Mstep: Class 22 contains 43349 members 
Mstep: Class 23 contains 2843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639892.000000 Penalty: 49153.574219
Iteration 148Q: 24 clusters Score -6.263989e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 8775 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 32401 members 
Mstep: Class 5 contains 83411 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 94947 members 
Mstep: Class 8 contains 84796 members 
Mstep: Class 9 contains 30869 members 
Mstep: Class 10 contains 3822 members 
Mstep: Class 11 contains 24371 members 
Mstep: Class 12 contains 7828 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 38450 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 6499 members 
Mstep: Class 21 contains 4859 members 
Mstep: Class 22 contains 43350 members 
Mstep: Class 23 contains 2857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640000.000000 Penalty: 49153.574219
Iteration 149Q: 24 clusters Score -6.264e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 8741 members 
Mstep: Class 3 contains 9610 members 
Mstep: Class 4 contains 32494 members 
Mstep: Class 5 contains 83416 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 94930 members 
Mstep: Class 8 contains 84794 members 
Mstep: Class 9 contains 30876 members 
Mstep: Class 10 contains 3822 members 
Mstep: Class 11 contains 24354 members 
Mstep: Class 12 contains 7829 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 38392 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 6496 members 
Mstep: Class 21 contains 4857 members 
Mstep: Class 22 contains 43352 members 
Mstep: Class 23 contains 2870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640016.000000 Penalty: 49153.574219
Iteration 150Q: 24 clusters Score -6.264002e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 8688 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 32594 members 
Mstep: Class 5 contains 83418 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 94922 members 
Mstep: Class 8 contains 84795 members 
Mstep: Class 9 contains 30883 members 
Mstep: Class 10 contains 3821 members 
Mstep: Class 11 contains 24336 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3623 members 
Mstep: Class 17 contains 38339 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 6495 members 
Mstep: Class 21 contains 4857 members 
Mstep: Class 22 contains 43355 members 
Mstep: Class 23 contains 2880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640068.000000 Penalty: 49153.574219
Iteration 151Q: 24 clusters Score -6.264007e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 8631 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 32684 members 
Mstep: Class 5 contains 83415 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 94927 members 
Mstep: Class 8 contains 84790 members 
Mstep: Class 9 contains 30887 members 
Mstep: Class 10 contains 3820 members 
Mstep: Class 11 contains 24326 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 38297 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 6494 members 
Mstep: Class 21 contains 4856 members 
Mstep: Class 22 contains 43363 members 
Mstep: Class 23 contains 2889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640136.000000 Penalty: 49153.574219
Iteration 152Q: 24 clusters Score -6.264014e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 8595 members 
Mstep: Class 3 contains 9644 members 
Mstep: Class 4 contains 32769 members 
Mstep: Class 5 contains 83415 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 94921 members 
Mstep: Class 8 contains 84784 members 
Mstep: Class 9 contains 30890 members 
Mstep: Class 10 contains 3822 members 
Mstep: Class 11 contains 24319 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3620 members 
Mstep: Class 17 contains 38243 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 6494 members 
Mstep: Class 21 contains 4857 members 
Mstep: Class 22 contains 43369 members 
Mstep: Class 23 contains 2895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640152.000000 Penalty: 49153.574219
Iteration 153Q: 24 clusters Score -6.264015e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 8569 members 
Mstep: Class 3 contains 9657 members 
Mstep: Class 4 contains 32864 members 
Mstep: Class 5 contains 83420 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 94905 members 
Mstep: Class 8 contains 84780 members 
Mstep: Class 9 contains 30893 members 
Mstep: Class 10 contains 3821 members 
Mstep: Class 11 contains 24305 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 38179 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 4859 members 
Mstep: Class 22 contains 43371 members 
Mstep: Class 23 contains 2904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640184.000000 Penalty: 49153.574219
Iteration 154Q: 24 clusters Score -6.264018e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 8544 members 
Mstep: Class 3 contains 9677 members 
Mstep: Class 4 contains 32957 members 
Mstep: Class 5 contains 83418 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 94888 members 
Mstep: Class 8 contains 84777 members 
Mstep: Class 9 contains 30898 members 
Mstep: Class 10 contains 3820 members 
Mstep: Class 11 contains 24291 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 38119 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 4860 members 
Mstep: Class 22 contains 43373 members 
Mstep: Class 23 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640276.000000 Penalty: 49153.574219
Iteration 155Q: 24 clusters Score -6.264028e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 8519 members 
Mstep: Class 3 contains 9702 members 
Mstep: Class 4 contains 33053 members 
Mstep: Class 5 contains 83412 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 94875 members 
Mstep: Class 8 contains 84780 members 
Mstep: Class 9 contains 30903 members 
Mstep: Class 10 contains 3818 members 
Mstep: Class 11 contains 24277 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3605 members 
Mstep: Class 17 contains 38042 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 6487 members 
Mstep: Class 21 contains 4861 members 
Mstep: Class 22 contains 43381 members 
Mstep: Class 23 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640244.000000 Penalty: 49153.574219
Iteration 156Q: 24 clusters Score -6.264024e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 8487 members 
Mstep: Class 3 contains 9722 members 
Mstep: Class 4 contains 33182 members 
Mstep: Class 5 contains 83416 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 94852 members 
Mstep: Class 8 contains 84786 members 
Mstep: Class 9 contains 30907 members 
Mstep: Class 10 contains 3816 members 
Mstep: Class 11 contains 24259 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3602 members 
Mstep: Class 17 contains 37944 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 6488 members 
Mstep: Class 21 contains 4860 members 
Mstep: Class 22 contains 43385 members 
Mstep: Class 23 contains 2933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640280.000000 Penalty: 49153.574219
Iteration 157Q: 24 clusters Score -6.264028e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 9740 members 
Mstep: Class 4 contains 33308 members 
Mstep: Class 5 contains 83416 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 94830 members 
Mstep: Class 8 contains 84789 members 
Mstep: Class 9 contains 30909 members 
Mstep: Class 10 contains 3815 members 
Mstep: Class 11 contains 24252 members 
Mstep: Class 12 contains 7832 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3597 members 
Mstep: Class 17 contains 37830 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 6486 members 
Mstep: Class 21 contains 4860 members 
Mstep: Class 22 contains 43386 members 
Mstep: Class 23 contains 2939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640328.000000 Penalty: 49153.574219
Iteration 158Q: 24 clusters Score -6.264033e+07 nChanged 470
Entering ConstructFrom: 
Score: -62640328.000000 Penalty: 49153.574219
Entering ConstructFrom: 
Trying to split cluster 1 (12162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Entering Unmasked Estep 
Score: -1533505.875000 Penalty: 1528.486694
	Iteration 0F: 2 clusters Score -1533506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1524999.250000 Penalty: 3056.973389
	Iteration 0F: 3 clusters Score -1524999 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1527734.000000 Penalty: 3056.973389
	Iteration 1F: 3 clusters Score -1527734 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1528011.000000 Penalty: 3056.973389
	Iteration 2F: 3 clusters Score -1528011 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1528241.500000 Penalty: 3056.973389
	Iteration 3Q: 3 clusters Score -1528242 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1528459.250000 Penalty: 3056.973389
	Iteration 4Q: 3 clusters Score -1528459 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1528686.500000 Penalty: 3056.973389
	Iteration 5Q: 3 clusters Score -1528686 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1529007.500000 Penalty: 3056.973389
	Iteration 6Q: 3 clusters Score -1529008 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1529495.875000 Penalty: 3056.973389
	Iteration 7F: 3 clusters Score -1529496 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1530254.125000 Penalty: 3056.973389
	Iteration 8F: 3 clusters Score -1530254 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1531135.375000 Penalty: 3056.973389
	Iteration 9F: 3 clusters Score -1531135 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1531885.125000 Penalty: 3056.973389
	Iteration 10F: 3 clusters Score -1531885 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1532497.500000 Penalty: 3056.973389
	Iteration 11F: 3 clusters Score -1532498 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1532967.750000 Penalty: 3056.973389
	Iteration 12Q: 3 clusters Score -1532968 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1533262.000000 Penalty: 3056.973389
	Iteration 13Q: 3 clusters Score -1533262 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1533464.375000 Penalty: 3056.973389
	Iteration 14Q: 3 clusters Score -1533464 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1533583.875000 Penalty: 3056.973389
	Iteration 15Q: 3 clusters Score -1533584 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1533654.500000 Penalty: 3056.973389
	Iteration 16Q: 3 clusters Score -1533654 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1533698.875000 Penalty: 3056.973389
	Iteration 17Q: 3 clusters Score -1533699 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1533726.125000 Penalty: 3056.973389
	Iteration 18Q: 3 clusters Score -1533726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1533737.500000 Penalty: 3056.973389
	Iteration 19Q: 3 clusters Score -1533738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1533740.875000 Penalty: 3056.973389
	Iteration 20F: 3 clusters Score -1533741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1533747.250000 Penalty: 3056.973389
	Iteration 21Q: 3 clusters Score -1533747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1533748.125000 Penalty: 3056.973389
	Iteration 22Q: 3 clusters Score -1533748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1533754.750000 Penalty: 3056.973389
	Iteration 23Q: 3 clusters Score -1533755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1533753.250000 Penalty: 3056.973389
	Iteration 24Q: 3 clusters Score -1533753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1533754.375000 Penalty: 3056.973389
	Iteration 25Q: 3 clusters Score -1533754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1533759.250000 Penalty: 3056.973389
	Iteration 26Q: 3 clusters Score -1533759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1533757.875000 Penalty: 3056.973389
	Iteration 27Q: 3 clusters Score -1533758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1533757.500000 Penalty: 3056.973389
	Iteration 28Q: 3 clusters Score -1533758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1533757.750000 Penalty: 3056.973389
	Iteration 29Q: 3 clusters Score -1533758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1533758.125000 Penalty: 3056.973389
	Iteration 30Q: 3 clusters Score -1533758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1533758.750000 Penalty: 3056.973389
	Iteration 31Q: 3 clusters Score -1533759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1533758.375000 Penalty: 3056.973389
	Iteration 32Q: 3 clusters Score -1533758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1533758.875000 Penalty: 3056.973389
	Iteration 33Q: 3 clusters Score -1533759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1533758.750000 Penalty: 3056.973389
	Iteration 34Q: 3 clusters Score -1533759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1533758.750000 Penalty: 3056.973389
	Iteration 35F: 3 clusters Score -1533759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8464 members 
Mstep: Class 3 contains 9765 members 
Mstep: Class 4 contains 33462 members 
Mstep: Class 5 contains 83419 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 94815 members 
Mstep: Class 8 contains 84799 members 
Mstep: Class 9 contains 30906 members 
Mstep: Class 10 contains 3814 members 
Mstep: Class 11 contains 24245 members 
Mstep: Class 12 contains 7829 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3588 members 
Mstep: Class 17 contains 37680 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 6485 members 
Mstep: Class 21 contains 4867 members 
Mstep: Class 22 contains 43389 members 
Mstep: Class 23 contains 2943 members 
Mstep: Class 24 contains 3942 members 
Entering Unmasked Estep 
Score: -62640048.000000 Penalty: 51290.683594
Splitting cluster 1 changes total score from -62640328.000000 to -62640048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Entering Unmasked Estep 
Score: -1074142.750000 Penalty: 1469.581299
	Iteration 0F: 2 clusters Score -1074143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1067937.125000 Penalty: 2939.162598
	Iteration 0F: 3 clusters Score -1067937 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1069882.250000 Penalty: 2939.162598
	Iteration 1F: 3 clusters Score -1069882 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1070095.875000 Penalty: 2939.162598
	Iteration 2F: 3 clusters Score -1070096 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1070224.250000 Penalty: 2939.162598
	Iteration 3Q: 3 clusters Score -1070224 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1070321.125000 Penalty: 2939.162598
	Iteration 4Q: 3 clusters Score -1070321 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1070416.125000 Penalty: 2939.162598
	Iteration 5Q: 3 clusters Score -1070416 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1070482.000000 Penalty: 2939.162598
	Iteration 6Q: 3 clusters Score -1070482 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1070532.375000 Penalty: 2939.162598
	Iteration 7Q: 3 clusters Score -1070532 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1070569.500000 Penalty: 2939.162598
	Iteration 8Q: 3 clusters Score -1070570 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1070607.250000 Penalty: 2939.162598
	Iteration 9Q: 3 clusters Score -1070607 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1070634.625000 Penalty: 2939.162598
	Iteration 10Q: 3 clusters Score -1070635 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1070657.375000 Penalty: 2939.162598
	Iteration 11Q: 3 clusters Score -1070657 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1070678.125000 Penalty: 2939.162598
	Iteration 12Q: 3 clusters Score -1070678 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1070701.125000 Penalty: 2939.162598
	Iteration 13Q: 3 clusters Score -1070701 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1070722.125000 Penalty: 2939.162598
	Iteration 14Q: 3 clusters Score -1070722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1070743.875000 Penalty: 2939.162598
	Iteration 15Q: 3 clusters Score -1070744 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1070771.750000 Penalty: 2939.162598
	Iteration 16Q: 3 clusters Score -1070772 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1070799.250000 Penalty: 2939.162598
	Iteration 17Q: 3 clusters Score -1070799 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1070830.375000 Penalty: 2939.162598
	Iteration 18Q: 3 clusters Score -1070830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1070863.125000 Penalty: 2939.162598
	Iteration 19Q: 3 clusters Score -1070863 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1070897.750000 Penalty: 2939.162598
	Iteration 20F: 3 clusters Score -1070898 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1070935.625000 Penalty: 2939.162598
	Iteration 21Q: 3 clusters Score -1070936 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1070980.000000 Penalty: 2939.162598
	Iteration 22Q: 3 clusters Score -1070980 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1071025.500000 Penalty: 2939.162598
	Iteration 23Q: 3 clusters Score -1071026 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1071066.875000 Penalty: 2939.162598
	Iteration 24Q: 3 clusters Score -1071067 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1071122.375000 Penalty: 2939.162598
	Iteration 25Q: 3 clusters Score -1071122 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1071186.250000 Penalty: 2939.162598
	Iteration 26Q: 3 clusters Score -1071186 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1071258.000000 Penalty: 2939.162598
	Iteration 27Q: 3 clusters Score -1071258 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1071348.125000 Penalty: 2939.162598
	Iteration 28Q: 3 clusters Score -1071348 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1071455.625000 Penalty: 2939.162598
	Iteration 29Q: 3 clusters Score -1071456 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1071567.125000 Penalty: 2939.162598
	Iteration 30Q: 3 clusters Score -1071567 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1071679.250000 Penalty: 2939.162598
	Iteration 31Q: 3 clusters Score -1071679 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1071792.500000 Penalty: 2939.162598
	Iteration 32Q: 3 clusters Score -1071792 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1071924.875000 Penalty: 2939.162598
	Iteration 33Q: 3 clusters Score -1071925 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1072050.625000 Penalty: 2939.162598
	Iteration 34Q: 3 clusters Score -1072051 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1072176.000000 Penalty: 2939.162598
	Iteration 35Q: 3 clusters Score -1072176 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1072280.375000 Penalty: 2939.162598
	Iteration 36Q: 3 clusters Score -1072280 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1072378.875000 Penalty: 2939.162598
	Iteration 37Q: 3 clusters Score -1072379 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1072452.125000 Penalty: 2939.162598
	Iteration 38Q: 3 clusters Score -1072452 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1072515.875000 Penalty: 2939.162598
	Iteration 39Q: 3 clusters Score -1072516 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1072575.625000 Penalty: 2939.162598
	Iteration 40F: 3 clusters Score -1072576 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1072627.375000 Penalty: 2939.162598
	Iteration 41Q: 3 clusters Score -1072627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1072666.250000 Penalty: 2939.162598
	Iteration 42Q: 3 clusters Score -1072666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1072703.000000 Penalty: 2939.162598
	Iteration 43Q: 3 clusters Score -1072703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1072741.000000 Penalty: 2939.162598
	Iteration 44Q: 3 clusters Score -1072741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1072773.625000 Penalty: 2939.162598
	Iteration 45Q: 3 clusters Score -1072774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1072794.500000 Penalty: 2939.162598
	Iteration 46Q: 3 clusters Score -1072794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1072807.250000 Penalty: 2939.162598
	Iteration 47Q: 3 clusters Score -1072807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1072822.875000 Penalty: 2939.162598
	Iteration 48Q: 3 clusters Score -1072823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1072833.875000 Penalty: 2939.162598
	Iteration 49Q: 3 clusters Score -1072834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1072847.750000 Penalty: 2939.162598
	Iteration 50Q: 3 clusters Score -1072848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1072860.500000 Penalty: 2939.162598
	Iteration 51Q: 3 clusters Score -1072860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1072869.500000 Penalty: 2939.162598
	Iteration 52Q: 3 clusters Score -1072870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1072876.625000 Penalty: 2939.162598
	Iteration 53Q: 3 clusters Score -1072877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1072882.375000 Penalty: 2939.162598
	Iteration 54Q: 3 clusters Score -1072882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1072886.250000 Penalty: 2939.162598
	Iteration 55Q: 3 clusters Score -1072886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1072887.375000 Penalty: 2939.162598
	Iteration 56Q: 3 clusters Score -1072887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1072889.625000 Penalty: 2939.162598
	Iteration 57Q: 3 clusters Score -1072890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1072888.875000 Penalty: 2939.162598
	Iteration 58Q: 3 clusters Score -1072889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1072888.875000 Penalty: 2939.162598
	Iteration 59F: 3 clusters Score -1072889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Entering Unmasked Estep 
Score: -1211951.500000 Penalty: 1492.815918
	Iteration 0F: 2 clusters Score -1211952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1205064.625000 Penalty: 2985.631836
	Iteration 0F: 3 clusters Score -1205065 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1207284.375000 Penalty: 2985.631836
	Iteration 1F: 3 clusters Score -1207284 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1207518.500000 Penalty: 2985.631836
	Iteration 2F: 3 clusters Score -1207518 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1207703.000000 Penalty: 2985.631836
	Iteration 3Q: 3 clusters Score -1207703 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1207847.125000 Penalty: 2985.631836
	Iteration 4Q: 3 clusters Score -1207847 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1207964.875000 Penalty: 2985.631836
	Iteration 5Q: 3 clusters Score -1207965 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1208080.250000 Penalty: 2985.631836
	Iteration 6Q: 3 clusters Score -1208080 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1208175.375000 Penalty: 2985.631836
	Iteration 7Q: 3 clusters Score -1208175 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1208263.250000 Penalty: 2985.631836
	Iteration 8Q: 3 clusters Score -1208263 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1208350.375000 Penalty: 2985.631836
	Iteration 9Q: 3 clusters Score -1208350 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1208451.875000 Penalty: 2985.631836
	Iteration 10Q: 3 clusters Score -1208452 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1208547.375000 Penalty: 2985.631836
	Iteration 11Q: 3 clusters Score -1208547 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1208634.750000 Penalty: 2985.631836
	Iteration 12Q: 3 clusters Score -1208635 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1208733.625000 Penalty: 2985.631836
	Iteration 13Q: 3 clusters Score -1208734 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1208861.125000 Penalty: 2985.631836
	Iteration 14Q: 3 clusters Score -1208861 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1208983.000000 Penalty: 2985.631836
	Iteration 15Q: 3 clusters Score -1208983 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1209095.250000 Penalty: 2985.631836
	Iteration 16Q: 3 clusters Score -1209095 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1209197.500000 Penalty: 2985.631836
	Iteration 17Q: 3 clusters Score -1209198 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1209269.000000 Penalty: 2985.631836
	Iteration 18Q: 3 clusters Score -1209269 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1209310.375000 Penalty: 2985.631836
	Iteration 19Q: 3 clusters Score -1209310 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1209348.625000 Penalty: 2985.631836
	Iteration 20F: 3 clusters Score -1209349 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1209376.000000 Penalty: 2985.631836
	Iteration 21Q: 3 clusters Score -1209376 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1209401.500000 Penalty: 2985.631836
	Iteration 22Q: 3 clusters Score -1209402 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1209419.250000 Penalty: 2985.631836
	Iteration 23Q: 3 clusters Score -1209419 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1209439.375000 Penalty: 2985.631836
	Iteration 24Q: 3 clusters Score -1209439 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1209458.375000 Penalty: 2985.631836
	Iteration 25Q: 3 clusters Score -1209458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1209469.250000 Penalty: 2985.631836
	Iteration 26Q: 3 clusters Score -1209469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1209484.750000 Penalty: 2985.631836
	Iteration 27Q: 3 clusters Score -1209485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1209495.250000 Penalty: 2985.631836
	Iteration 28Q: 3 clusters Score -1209495 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1209508.500000 Penalty: 2985.631836
	Iteration 29Q: 3 clusters Score -1209508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1209529.375000 Penalty: 2985.631836
	Iteration 30Q: 3 clusters Score -1209529 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1209544.875000 Penalty: 2985.631836
	Iteration 31Q: 3 clusters Score -1209545 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1209558.375000 Penalty: 2985.631836
	Iteration 32Q: 3 clusters Score -1209558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1209580.875000 Penalty: 2985.631836
	Iteration 33Q: 3 clusters Score -1209581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1209590.000000 Penalty: 2985.631836
	Iteration 34Q: 3 clusters Score -1209590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1209611.125000 Penalty: 2985.631836
	Iteration 35Q: 3 clusters Score -1209611 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1209621.250000 Penalty: 2985.631836
	Iteration 36Q: 3 clusters Score -1209621 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1209630.000000 Penalty: 2985.631836
	Iteration 37Q: 3 clusters Score -1209630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1209634.750000 Penalty: 2985.631836
	Iteration 38Q: 3 clusters Score -1209635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1209640.125000 Penalty: 2985.631836
	Iteration 39Q: 3 clusters Score -1209640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1209646.250000 Penalty: 2985.631836
	Iteration 40F: 3 clusters Score -1209646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1209648.125000 Penalty: 2985.631836
	Iteration 41Q: 3 clusters Score -1209648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1209651.875000 Penalty: 2985.631836
	Iteration 42Q: 3 clusters Score -1209652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1209656.625000 Penalty: 2985.631836
	Iteration 43Q: 3 clusters Score -1209657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1209662.625000 Penalty: 2985.631836
	Iteration 44Q: 3 clusters Score -1209663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1209666.000000 Penalty: 2985.631836
	Iteration 45Q: 3 clusters Score -1209666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1209668.875000 Penalty: 2985.631836
	Iteration 46Q: 3 clusters Score -1209669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1209668.750000 Penalty: 2985.631836
	Iteration 47Q: 3 clusters Score -1209669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1209669.000000 Penalty: 2985.631836
	Iteration 48Q: 3 clusters Score -1209669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1209672.250000 Penalty: 2985.631836
	Iteration 49Q: 3 clusters Score -1209672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1209672.625000 Penalty: 2985.631836
	Iteration 50Q: 3 clusters Score -1209673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1209671.250000 Penalty: 2985.631836
	Iteration 51Q: 3 clusters Score -1209671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1209671.500000 Penalty: 2985.631836
	Iteration 52Q: 3 clusters Score -1209672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1209672.500000 Penalty: 2985.631836
	Iteration 53Q: 3 clusters Score -1209672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1209674.375000 Penalty: 2985.631836
	Iteration 54Q: 3 clusters Score -1209674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1209680.000000 Penalty: 2985.631836
	Iteration 55Q: 3 clusters Score -1209680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1209681.625000 Penalty: 2985.631836
	Iteration 56Q: 3 clusters Score -1209682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1209682.500000 Penalty: 2985.631836
	Iteration 57Q: 3 clusters Score -1209682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1209683.500000 Penalty: 2985.631836
	Iteration 58Q: 3 clusters Score -1209684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1209683.125000 Penalty: 2985.631836
	Iteration 59Q: 3 clusters Score -1209683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1209681.625000 Penalty: 2985.631836
	Iteration 60F: 3 clusters Score -1209682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1209680.750000 Penalty: 2985.631836
	Iteration 61Q: 3 clusters Score -1209681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1209681.625000 Penalty: 2985.631836
	Iteration 62Q: 3 clusters Score -1209682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1209682.625000 Penalty: 2985.631836
	Iteration 63Q: 3 clusters Score -1209683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1209682.625000 Penalty: 2985.631836
	Iteration 64F: 3 clusters Score -1209683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Entering Unmasked Estep 
Score: -4259741.500000 Penalty: 1692.952026
	Iteration 0F: 2 clusters Score -4259742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -4237228.000000 Penalty: 3385.904053
	Iteration 0F: 3 clusters Score -4237228 nChanged 15466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -4245689.000000 Penalty: 3385.904053
	Iteration 1F: 3 clusters Score -4245689 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4246036.500000 Penalty: 3385.904053
	Iteration 2Q: 3 clusters Score -4246036 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -4246383.000000 Penalty: 3385.904053
	Iteration 3Q: 3 clusters Score -4246383 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -4246680.500000 Penalty: 3385.904053
	Iteration 4Q: 3 clusters Score -4246680 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -4246986.000000 Penalty: 3385.904053
	Iteration 5Q: 3 clusters Score -4246986 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -4247407.500000 Penalty: 3385.904053
	Iteration 6Q: 3 clusters Score -4247408 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -4247905.500000 Penalty: 3385.904053
	Iteration 7Q: 3 clusters Score -4247906 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4248660.500000 Penalty: 3385.904053
	Iteration 8Q: 3 clusters Score -4248660 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -4249667.000000 Penalty: 3385.904053
	Iteration 9F: 3 clusters Score -4249667 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -4251087.000000 Penalty: 3385.904053
	Iteration 10F: 3 clusters Score -4251087 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -4252536.000000 Penalty: 3385.904053
	Iteration 11F: 3 clusters Score -4252536 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -4253766.500000 Penalty: 3385.904053
	Iteration 12Q: 3 clusters Score -4253766 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -4254682.500000 Penalty: 3385.904053
	Iteration 13Q: 3 clusters Score -4254682 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4255417.000000 Penalty: 3385.904053
	Iteration 14Q: 3 clusters Score -4255417 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4255933.000000 Penalty: 3385.904053
	Iteration 15Q: 3 clusters Score -4255933 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4256358.000000 Penalty: 3385.904053
	Iteration 16Q: 3 clusters Score -4256358 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4256663.500000 Penalty: 3385.904053
	Iteration 17Q: 3 clusters Score -4256664 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4256990.500000 Penalty: 3385.904053
	Iteration 18Q: 3 clusters Score -4256990 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4257283.000000 Penalty: 3385.904053
	Iteration 19Q: 3 clusters Score -4257283 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4257504.500000 Penalty: 3385.904053
	Iteration 20F: 3 clusters Score -4257504 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4257688.500000 Penalty: 3385.904053
	Iteration 21Q: 3 clusters Score -4257688 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4257842.000000 Penalty: 3385.904053
	Iteration 22Q: 3 clusters Score -4257842 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4257958.000000 Penalty: 3385.904053
	Iteration 23Q: 3 clusters Score -4257958 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4258062.000000 Penalty: 3385.904053
	Iteration 24Q: 3 clusters Score -4258062 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4258143.000000 Penalty: 3385.904053
	Iteration 25Q: 3 clusters Score -4258143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4258178.000000 Penalty: 3385.904053
	Iteration 26Q: 3 clusters Score -4258178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4258189.000000 Penalty: 3385.904053
	Iteration 27Q: 3 clusters Score -4258189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4258195.000000 Penalty: 3385.904053
	Iteration 28Q: 3 clusters Score -4258195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4258196.000000 Penalty: 3385.904053
	Iteration 29Q: 3 clusters Score -4258196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4258203.000000 Penalty: 3385.904053
	Iteration 30Q: 3 clusters Score -4258203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4258203.000000 Penalty: 3385.904053
	Iteration 31F: 3 clusters Score -4258203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (83419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83419 members 
Entering Unmasked Estep 
Score: -10304932.000000 Penalty: 1841.390137
	Iteration 0F: 2 clusters Score -1.030493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -10253294.000000 Penalty: 3682.780273
	Iteration 0F: 3 clusters Score -1.025329e+07 nChanged 39798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -10276190.000000 Penalty: 3682.780273
	Iteration 1F: 3 clusters Score -1.027619e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -10276743.000000 Penalty: 3682.780273
	Iteration 2Q: 3 clusters Score -1.027674e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -10277539.000000 Penalty: 3682.780273
	Iteration 3Q: 3 clusters Score -1.027754e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -10278850.000000 Penalty: 3682.780273
	Iteration 4Q: 3 clusters Score -1.027885e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -10281024.000000 Penalty: 3682.780273
	Iteration 5F: 3 clusters Score -1.028102e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -10284740.000000 Penalty: 3682.780273
	Iteration 6F: 3 clusters Score -1.028474e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -10289886.000000 Penalty: 3682.780273
	Iteration 7F: 3 clusters Score -1.028989e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 73543 members 
Entering Unmasked Estep 
Score: -10295026.000000 Penalty: 3682.780273
	Iteration 8F: 3 clusters Score -1.029503e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -10298927.000000 Penalty: 3682.780273
	Iteration 9F: 3 clusters Score -1.029893e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -10301220.000000 Penalty: 3682.780273
	Iteration 10Q: 3 clusters Score -1.030122e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -10302419.000000 Penalty: 3682.780273
	Iteration 11Q: 3 clusters Score -1.030242e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 82698 members 
Entering Unmasked Estep 
Score: -10302906.000000 Penalty: 3682.780273
	Iteration 12Q: 3 clusters Score -1.030291e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 82912 members 
Entering Unmasked Estep 
Score: -10303131.000000 Penalty: 3682.780273
	Iteration 13Q: 3 clusters Score -1.030313e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 83026 members 
Entering Unmasked Estep 
Score: -10303229.000000 Penalty: 3682.780273
	Iteration 14Q: 3 clusters Score -1.030323e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 83077 members 
Entering Unmasked Estep 
Score: -10303292.000000 Penalty: 3682.780273
	Iteration 15Q: 3 clusters Score -1.030329e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 83111 members 
Entering Unmasked Estep 
Score: -10303339.000000 Penalty: 3682.780273
	Iteration 16Q: 3 clusters Score -1.030334e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -10303386.000000 Penalty: 3682.780273
	Iteration 17Q: 3 clusters Score -1.030339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -10303420.000000 Penalty: 3682.780273
	Iteration 18Q: 3 clusters Score -1.030342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -10303438.000000 Penalty: 3682.780273
	Iteration 19Q: 3 clusters Score -1.030344e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 83167 members 
Entering Unmasked Estep 
Score: -10303454.000000 Penalty: 3682.780273
	Iteration 20F: 3 clusters Score -1.030345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -10303465.000000 Penalty: 3682.780273
	Iteration 21Q: 3 clusters Score -1.030346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -10303454.000000 Penalty: 3682.780273
	Iteration 22Q: 3 clusters Score -1.030345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -10303460.000000 Penalty: 3682.780273
	Iteration 23Q: 3 clusters Score -1.030346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 83181 members 
Entering Unmasked Estep 
Score: -10303452.000000 Penalty: 3682.780273
	Iteration 24Q: 3 clusters Score -1.030345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -10303467.000000 Penalty: 3682.780273
	Iteration 25Q: 3 clusters Score -1.030347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -10303477.000000 Penalty: 3682.780273
	Iteration 26Q: 3 clusters Score -1.030348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 83184 members 
Entering Unmasked Estep 
Score: -10303472.000000 Penalty: 3682.780273
	Iteration 27Q: 3 clusters Score -1.030347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 83185 members 
Entering Unmasked Estep 
Score: -10303478.000000 Penalty: 3682.780273
	Iteration 28Q: 3 clusters Score -1.030348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 83185 members 
Entering Unmasked Estep 
Score: -10303485.000000 Penalty: 3682.780273
	Iteration 29Q: 3 clusters Score -1.030348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 83188 members 
Entering Unmasked Estep 
Score: -10303484.000000 Penalty: 3682.780273
	Iteration 30Q: 3 clusters Score -1.030348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 83189 members 
Entering Unmasked Estep 
Score: -10303480.000000 Penalty: 3682.780273
	Iteration 31Q: 3 clusters Score -1.030348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 83189 members 
Entering Unmasked Estep 
Score: -10303480.000000 Penalty: 3682.780273
	Iteration 32F: 3 clusters Score -1.030348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Entering Unmasked Estep 
Score: -427931.906250 Penalty: 1328.251831
	Iteration 0F: 2 clusters Score -427931.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -424859.531250 Penalty: 2656.503662
	Iteration 0F: 3 clusters Score -424859.5 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -425661.625000 Penalty: 2656.503662
	Iteration 1F: 3 clusters Score -425661.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -425809.562500 Penalty: 2656.503662
	Iteration 2F: 3 clusters Score -425809.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -425899.187500 Penalty: 2656.503662
	Iteration 3Q: 3 clusters Score -425899.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -425964.937500 Penalty: 2656.503662
	Iteration 4Q: 3 clusters Score -425964.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -426010.281250 Penalty: 2656.503662
	Iteration 5Q: 3 clusters Score -426010.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -426046.406250 Penalty: 2656.503662
	Iteration 6Q: 3 clusters Score -426046.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -426084.312500 Penalty: 2656.503662
	Iteration 7Q: 3 clusters Score -426084.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -426127.968750 Penalty: 2656.503662
	Iteration 8Q: 3 clusters Score -426128 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -426170.468750 Penalty: 2656.503662
	Iteration 9Q: 3 clusters Score -426170.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -426207.156250 Penalty: 2656.503662
	Iteration 10Q: 3 clusters Score -426207.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -426252.500000 Penalty: 2656.503662
	Iteration 11Q: 3 clusters Score -426252.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -426301.218750 Penalty: 2656.503662
	Iteration 12Q: 3 clusters Score -426301.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -426341.968750 Penalty: 2656.503662
	Iteration 13Q: 3 clusters Score -426342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -426383.093750 Penalty: 2656.503662
	Iteration 14Q: 3 clusters Score -426383.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -426419.718750 Penalty: 2656.503662
	Iteration 15Q: 3 clusters Score -426419.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -426454.968750 Penalty: 2656.503662
	Iteration 16Q: 3 clusters Score -426455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -426488.093750 Penalty: 2656.503662
	Iteration 17Q: 3 clusters Score -426488.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -426514.625000 Penalty: 2656.503662
	Iteration 18Q: 3 clusters Score -426514.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -426543.843750 Penalty: 2656.503662
	Iteration 19Q: 3 clusters Score -426543.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -426561.750000 Penalty: 2656.503662
	Iteration 20F: 3 clusters Score -426561.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -426584.437500 Penalty: 2656.503662
	Iteration 21Q: 3 clusters Score -426584.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -426605.656250 Penalty: 2656.503662
	Iteration 22Q: 3 clusters Score -426605.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -426624.906250 Penalty: 2656.503662
	Iteration 23Q: 3 clusters Score -426624.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -426634.218750 Penalty: 2656.503662
	Iteration 24Q: 3 clusters Score -426634.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -426641.281250 Penalty: 2656.503662
	Iteration 25Q: 3 clusters Score -426641.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -426651.437500 Penalty: 2656.503662
	Iteration 26Q: 3 clusters Score -426651.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -426660.281250 Penalty: 2656.503662
	Iteration 27Q: 3 clusters Score -426660.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -426664.437500 Penalty: 2656.503662
	Iteration 28Q: 3 clusters Score -426664.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -426667.687500 Penalty: 2656.503662
	Iteration 29Q: 3 clusters Score -426667.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -426674.062500 Penalty: 2656.503662
	Iteration 30Q: 3 clusters Score -426674.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -426680.250000 Penalty: 2656.503662
	Iteration 31Q: 3 clusters Score -426680.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -426682.906250 Penalty: 2656.503662
	Iteration 32Q: 3 clusters Score -426682.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -426687.875000 Penalty: 2656.503662
	Iteration 33Q: 3 clusters Score -426687.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -426691.812500 Penalty: 2656.503662
	Iteration 34Q: 3 clusters Score -426691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -426696.875000 Penalty: 2656.503662
	Iteration 35Q: 3 clusters Score -426696.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -426706.187500 Penalty: 2656.503662
	Iteration 36Q: 3 clusters Score -426706.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -426710.468750 Penalty: 2656.503662
	Iteration 37Q: 3 clusters Score -426710.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -426716.031250 Penalty: 2656.503662
	Iteration 38Q: 3 clusters Score -426716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -426718.875000 Penalty: 2656.503662
	Iteration 39Q: 3 clusters Score -426718.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -426722.093750 Penalty: 2656.503662
	Iteration 40F: 3 clusters Score -426722.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -426724.812500 Penalty: 2656.503662
	Iteration 41Q: 3 clusters Score -426724.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -426729.406250 Penalty: 2656.503662
	Iteration 42Q: 3 clusters Score -426729.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -426736.656250 Penalty: 2656.503662
	Iteration 43Q: 3 clusters Score -426736.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -426739.812500 Penalty: 2656.503662
	Iteration 44Q: 3 clusters Score -426739.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -426742.625000 Penalty: 2656.503662
	Iteration 45Q: 3 clusters Score -426742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -426744.062500 Penalty: 2656.503662
	Iteration 46Q: 3 clusters Score -426744.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -426747.156250 Penalty: 2656.503662
	Iteration 47Q: 3 clusters Score -426747.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -426749.781250 Penalty: 2656.503662
	Iteration 48Q: 3 clusters Score -426749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -426752.343750 Penalty: 2656.503662
	Iteration 49Q: 3 clusters Score -426752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -426753.062500 Penalty: 2656.503662
	Iteration 50Q: 3 clusters Score -426753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -426753.562500 Penalty: 2656.503662
	Iteration 51Q: 3 clusters Score -426753.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -426754.968750 Penalty: 2656.503662
	Iteration 52Q: 3 clusters Score -426755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -426757.562500 Penalty: 2656.503662
	Iteration 53Q: 3 clusters Score -426757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -426761.937500 Penalty: 2656.503662
	Iteration 54Q: 3 clusters Score -426761.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -426765.750000 Penalty: 2656.503662
	Iteration 55Q: 3 clusters Score -426765.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -426771.250000 Penalty: 2656.503662
	Iteration 56Q: 3 clusters Score -426771.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -426773.781250 Penalty: 2656.503662
	Iteration 57Q: 3 clusters Score -426773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -426778.125000 Penalty: 2656.503662
	Iteration 58Q: 3 clusters Score -426778.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -426781.093750 Penalty: 2656.503662
	Iteration 59Q: 3 clusters Score -426781.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -426784.125000 Penalty: 2656.503662
	Iteration 60F: 3 clusters Score -426784.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -426787.062500 Penalty: 2656.503662
	Iteration 61Q: 3 clusters Score -426787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -426789.343750 Penalty: 2656.503662
	Iteration 62Q: 3 clusters Score -426789.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -426794.906250 Penalty: 2656.503662
	Iteration 63Q: 3 clusters Score -426794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -426796.343750 Penalty: 2656.503662
	Iteration 64Q: 3 clusters Score -426796.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -426802.156250 Penalty: 2656.503662
	Iteration 65Q: 3 clusters Score -426802.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -426805.375000 Penalty: 2656.503662
	Iteration 66Q: 3 clusters Score -426805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -426806.093750 Penalty: 2656.503662
	Iteration 67Q: 3 clusters Score -426806.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -426806.093750 Penalty: 2656.503662
	Iteration 68F: 3 clusters Score -426806.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (94815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94815 members 
Entering Unmasked Estep 
Score: -11741666.000000 Penalty: 1862.198364
	Iteration 0F: 2 clusters Score -1.174167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -11688974.000000 Penalty: 3724.396729
	Iteration 0F: 3 clusters Score -1.168897e+07 nChanged 45326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -11715070.000000 Penalty: 3724.396729
	Iteration 1F: 3 clusters Score -1.171507e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -11716134.000000 Penalty: 3724.396729
	Iteration 2Q: 3 clusters Score -1.171613e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -11717757.000000 Penalty: 3724.396729
	Iteration 3Q: 3 clusters Score -1.171776e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -11720076.000000 Penalty: 3724.396729
	Iteration 4F: 3 clusters Score -1.172008e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -11723510.000000 Penalty: 3724.396729
	Iteration 5F: 3 clusters Score -1.172351e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72165 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -11727378.000000 Penalty: 3724.396729
	Iteration 6F: 3 clusters Score -1.172738e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -11731481.000000 Penalty: 3724.396729
	Iteration 7F: 3 clusters Score -1.173148e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -11734832.000000 Penalty: 3724.396729
	Iteration 8F: 3 clusters Score -1.173483e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -11736972.000000 Penalty: 3724.396729
	Iteration 9Q: 3 clusters Score -1.173697e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -11738191.000000 Penalty: 3724.396729
	Iteration 10Q: 3 clusters Score -1.173819e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -11738865.000000 Penalty: 3724.396729
	Iteration 11Q: 3 clusters Score -1.173886e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90224 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -11739251.000000 Penalty: 3724.396729
	Iteration 12Q: 3 clusters Score -1.173925e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -11739500.000000 Penalty: 3724.396729
	Iteration 13Q: 3 clusters Score -1.17395e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -11739575.000000 Penalty: 3724.396729
	Iteration 14Q: 3 clusters Score -1.173958e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -11739656.000000 Penalty: 3724.396729
	Iteration 15Q: 3 clusters Score -1.173966e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -11739800.000000 Penalty: 3724.396729
	Iteration 16Q: 3 clusters Score -1.17398e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92487 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -11739910.000000 Penalty: 3724.396729
	Iteration 17Q: 3 clusters Score -1.173991e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92737 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -11739996.000000 Penalty: 3724.396729
	Iteration 18Q: 3 clusters Score -1.174e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92939 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -11740044.000000 Penalty: 3724.396729
	Iteration 19Q: 3 clusters Score -1.174004e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -11740089.000000 Penalty: 3724.396729
	Iteration 20F: 3 clusters Score -1.174009e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11740143.000000 Penalty: 3724.396729
	Iteration 21Q: 3 clusters Score -1.174014e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93371 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11740180.000000 Penalty: 3724.396729
	Iteration 22Q: 3 clusters Score -1.174018e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -11740196.000000 Penalty: 3724.396729
	Iteration 23Q: 3 clusters Score -1.17402e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -11740244.000000 Penalty: 3724.396729
	Iteration 24Q: 3 clusters Score -1.174024e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -11740297.000000 Penalty: 3724.396729
	Iteration 25Q: 3 clusters Score -1.17403e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11740287.000000 Penalty: 3724.396729
	Iteration 26Q: 3 clusters Score -1.174029e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11740291.000000 Penalty: 3724.396729
	Iteration 27Q: 3 clusters Score -1.174029e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -11740319.000000 Penalty: 3724.396729
	Iteration 28Q: 3 clusters Score -1.174032e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93668 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -11740314.000000 Penalty: 3724.396729
	Iteration 29Q: 3 clusters Score -1.174031e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93695 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11740328.000000 Penalty: 3724.396729
	Iteration 30Q: 3 clusters Score -1.174033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93713 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -11740343.000000 Penalty: 3724.396729
	Iteration 31Q: 3 clusters Score -1.174034e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93735 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11740366.000000 Penalty: 3724.396729
	Iteration 32Q: 3 clusters Score -1.174037e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -11740376.000000 Penalty: 3724.396729
	Iteration 33Q: 3 clusters Score -1.174038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93768 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11740380.000000 Penalty: 3724.396729
	Iteration 34Q: 3 clusters Score -1.174038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93782 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11740424.000000 Penalty: 3724.396729
	Iteration 35Q: 3 clusters Score -1.174042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93793 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11740438.000000 Penalty: 3724.396729
	Iteration 36Q: 3 clusters Score -1.174044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -11740440.000000 Penalty: 3724.396729
	Iteration 37Q: 3 clusters Score -1.174044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93817 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11740449.000000 Penalty: 3724.396729
	Iteration 38Q: 3 clusters Score -1.174045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -11740459.000000 Penalty: 3724.396729
	Iteration 39Q: 3 clusters Score -1.174046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93846 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11740463.000000 Penalty: 3724.396729
	Iteration 40F: 3 clusters Score -1.174046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11740459.000000 Penalty: 3724.396729
	Iteration 41Q: 3 clusters Score -1.174046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93870 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11740461.000000 Penalty: 3724.396729
	Iteration 42Q: 3 clusters Score -1.174046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93878 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -11740466.000000 Penalty: 3724.396729
	Iteration 43Q: 3 clusters Score -1.174047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -11740464.000000 Penalty: 3724.396729
	Iteration 44Q: 3 clusters Score -1.174046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93885 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11740466.000000 Penalty: 3724.396729
	Iteration 45Q: 3 clusters Score -1.174047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11740477.000000 Penalty: 3724.396729
	Iteration 46Q: 3 clusters Score -1.174048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93900 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11740480.000000 Penalty: 3724.396729
	Iteration 47Q: 3 clusters Score -1.174048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93908 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11740487.000000 Penalty: 3724.396729
	Iteration 48Q: 3 clusters Score -1.174049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11740488.000000 Penalty: 3724.396729
	Iteration 49Q: 3 clusters Score -1.174049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93921 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11740484.000000 Penalty: 3724.396729
	Iteration 50Q: 3 clusters Score -1.174048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -11740502.000000 Penalty: 3724.396729
	Iteration 51Q: 3 clusters Score -1.17405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11740491.000000 Penalty: 3724.396729
	Iteration 52Q: 3 clusters Score -1.174049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93934 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11740491.000000 Penalty: 3724.396729
	Iteration 53Q: 3 clusters Score -1.174049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11740496.000000 Penalty: 3724.396729
	Iteration 54Q: 3 clusters Score -1.17405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -11740497.000000 Penalty: 3724.396729
	Iteration 55Q: 3 clusters Score -1.17405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93943 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11740508.000000 Penalty: 3724.396729
	Iteration 56Q: 3 clusters Score -1.174051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93946 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11740524.000000 Penalty: 3724.396729
	Iteration 57Q: 3 clusters Score -1.174052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11740522.000000 Penalty: 3724.396729
	Iteration 58Q: 3 clusters Score -1.174052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11740522.000000 Penalty: 3724.396729
	Iteration 59Q: 3 clusters Score -1.174052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -11740513.000000 Penalty: 3724.396729
	Iteration 60F: 3 clusters Score -1.174051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84799 members 
Entering Unmasked Estep 
Score: -10553961.000000 Penalty: 1844.056274
	Iteration 0F: 2 clusters Score -1.055396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -10501966.000000 Penalty: 3688.112549
	Iteration 0F: 3 clusters Score -1.050197e+07 nChanged 40517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -10525235.000000 Penalty: 3688.112549
	Iteration 1F: 3 clusters Score -1.052524e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -10525951.000000 Penalty: 3688.112549
	Iteration 2Q: 3 clusters Score -1.052595e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -10526797.000000 Penalty: 3688.112549
	Iteration 3Q: 3 clusters Score -1.05268e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -10528026.000000 Penalty: 3688.112549
	Iteration 4Q: 3 clusters Score -1.052803e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -10530107.000000 Penalty: 3688.112549
	Iteration 5F: 3 clusters Score -1.053011e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -10533044.000000 Penalty: 3688.112549
	Iteration 6F: 3 clusters Score -1.053304e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -10536765.000000 Penalty: 3688.112549
	Iteration 7F: 3 clusters Score -1.053676e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -10540594.000000 Penalty: 3688.112549
	Iteration 8F: 3 clusters Score -1.054059e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 74506 members 
Entering Unmasked Estep 
Score: -10544106.000000 Penalty: 3688.112549
	Iteration 9F: 3 clusters Score -1.054411e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -10546997.000000 Penalty: 3688.112549
	Iteration 10Q: 3 clusters Score -1.0547e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 80810 members 
Entering Unmasked Estep 
Score: -10549231.000000 Penalty: 3688.112549
	Iteration 11Q: 3 clusters Score -1.054923e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -10550597.000000 Penalty: 3688.112549
	Iteration 12Q: 3 clusters Score -1.05506e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 83254 members 
Entering Unmasked Estep 
Score: -10551436.000000 Penalty: 3688.112549
	Iteration 13Q: 3 clusters Score -1.055144e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 83764 members 
Entering Unmasked Estep 
Score: -10551913.000000 Penalty: 3688.112549
	Iteration 14Q: 3 clusters Score -1.055191e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -10552192.000000 Penalty: 3688.112549
	Iteration 15Q: 3 clusters Score -1.055219e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 84162 members 
Entering Unmasked Estep 
Score: -10552313.000000 Penalty: 3688.112549
	Iteration 16Q: 3 clusters Score -1.055231e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 84255 members 
Entering Unmasked Estep 
Score: -10552407.000000 Penalty: 3688.112549
	Iteration 17Q: 3 clusters Score -1.055241e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -10552444.000000 Penalty: 3688.112549
	Iteration 18Q: 3 clusters Score -1.055244e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 84326 members 
Entering Unmasked Estep 
Score: -10552457.000000 Penalty: 3688.112549
	Iteration 19Q: 3 clusters Score -1.055246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 84343 members 
Entering Unmasked Estep 
Score: -10552479.000000 Penalty: 3688.112549
	Iteration 20F: 3 clusters Score -1.055248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -10552502.000000 Penalty: 3688.112549
	Iteration 21Q: 3 clusters Score -1.05525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -10552512.000000 Penalty: 3688.112549
	Iteration 22Q: 3 clusters Score -1.055251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 84359 members 
Entering Unmasked Estep 
Score: -10552532.000000 Penalty: 3688.112549
	Iteration 23Q: 3 clusters Score -1.055253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -10552535.000000 Penalty: 3688.112549
	Iteration 24Q: 3 clusters Score -1.055254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -10552536.000000 Penalty: 3688.112549
	Iteration 25Q: 3 clusters Score -1.055254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -10552535.000000 Penalty: 3688.112549
	Iteration 26Q: 3 clusters Score -1.055254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -10552547.000000 Penalty: 3688.112549
	Iteration 27Q: 3 clusters Score -1.055255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 84379 members 
Entering Unmasked Estep 
Score: -10552558.000000 Penalty: 3688.112549
	Iteration 28Q: 3 clusters Score -1.055256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 84381 members 
Entering Unmasked Estep 
Score: -10552562.000000 Penalty: 3688.112549
	Iteration 29Q: 3 clusters Score -1.055256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -10552568.000000 Penalty: 3688.112549
	Iteration 30Q: 3 clusters Score -1.055257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 84381 members 
Entering Unmasked Estep 
Score: -10552574.000000 Penalty: 3688.112549
	Iteration 31Q: 3 clusters Score -1.055257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -10552577.000000 Penalty: 3688.112549
	Iteration 32Q: 3 clusters Score -1.055258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -10552573.000000 Penalty: 3688.112549
	Iteration 33Q: 3 clusters Score -1.055257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 84390 members 
Entering Unmasked Estep 
Score: -10552576.000000 Penalty: 3688.112549
	Iteration 34Q: 3 clusters Score -1.055258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
Score: -10552575.000000 Penalty: 3688.112549
	Iteration 35Q: 3 clusters Score -1.055258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 84397 members 
Entering Unmasked Estep 
Score: -10552591.000000 Penalty: 3688.112549
	Iteration 36Q: 3 clusters Score -1.055259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 84398 members 
Entering Unmasked Estep 
Score: -10552587.000000 Penalty: 3688.112549
	Iteration 37Q: 3 clusters Score -1.055259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
Score: -10552586.000000 Penalty: 3688.112549
	Iteration 38Q: 3 clusters Score -1.055259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 84404 members 
Entering Unmasked Estep 
Score: -10552601.000000 Penalty: 3688.112549
	Iteration 39Q: 3 clusters Score -1.05526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -10552602.000000 Penalty: 3688.112549
	Iteration 40F: 3 clusters Score -1.05526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -10552599.000000 Penalty: 3688.112549
	Iteration 41Q: 3 clusters Score -1.05526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -10552597.000000 Penalty: 3688.112549
	Iteration 42Q: 3 clusters Score -1.05526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -10552601.000000 Penalty: 3688.112549
	Iteration 43Q: 3 clusters Score -1.05526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 84415 members 
Entering Unmasked Estep 
Score: -10552601.000000 Penalty: 3688.112549
	Iteration 44Q: 3 clusters Score -1.05526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -10552602.000000 Penalty: 3688.112549
	Iteration 45Q: 3 clusters Score -1.05526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -10552604.000000 Penalty: 3688.112549
	Iteration 46Q: 3 clusters Score -1.05526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -10552607.000000 Penalty: 3688.112549
	Iteration 47Q: 3 clusters Score -1.055261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 84419 members 
Entering Unmasked Estep 
Score: -10552609.000000 Penalty: 3688.112549
	Iteration 48Q: 3 clusters Score -1.055261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 84419 members 
Entering Unmasked Estep 
Score: -10552609.000000 Penalty: 3688.112549
	Iteration 49F: 3 clusters Score -1.055261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Entering Unmasked Estep 
Score: -3874452.250000 Penalty: 1680.039673
	Iteration 0F: 2 clusters Score -3874452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3853846.500000 Penalty: 3360.079346
	Iteration 0F: 3 clusters Score -3853846 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3861647.250000 Penalty: 3360.079346
	Iteration 1F: 3 clusters Score -3861647 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3861989.500000 Penalty: 3360.079346
	Iteration 2Q: 3 clusters Score -3861990 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3862308.500000 Penalty: 3360.079346
	Iteration 3Q: 3 clusters Score -3862308 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -3862668.000000 Penalty: 3360.079346
	Iteration 4Q: 3 clusters Score -3862668 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3863091.500000 Penalty: 3360.079346
	Iteration 5Q: 3 clusters Score -3863092 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3863732.250000 Penalty: 3360.079346
	Iteration 6Q: 3 clusters Score -3863732 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3864622.500000 Penalty: 3360.079346
	Iteration 7Q: 3 clusters Score -3864622 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3865747.250000 Penalty: 3360.079346
	Iteration 8F: 3 clusters Score -3865747 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3867142.250000 Penalty: 3360.079346
	Iteration 9F: 3 clusters Score -3867142 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3868522.000000 Penalty: 3360.079346
	Iteration 10F: 3 clusters Score -3868522 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -3869616.250000 Penalty: 3360.079346
	Iteration 11Q: 3 clusters Score -3869616 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3870473.500000 Penalty: 3360.079346
	Iteration 12Q: 3 clusters Score -3870474 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3871166.000000 Penalty: 3360.079346
	Iteration 13Q: 3 clusters Score -3871166 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -3871688.750000 Penalty: 3360.079346
	Iteration 14Q: 3 clusters Score -3871689 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -3872109.500000 Penalty: 3360.079346
	Iteration 15Q: 3 clusters Score -3872110 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -3872406.500000 Penalty: 3360.079346
	Iteration 16Q: 3 clusters Score -3872406 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -3872609.750000 Penalty: 3360.079346
	Iteration 17Q: 3 clusters Score -3872610 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -3872736.750000 Penalty: 3360.079346
	Iteration 18Q: 3 clusters Score -3872737 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3872824.000000 Penalty: 3360.079346
	Iteration 19Q: 3 clusters Score -3872824 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -3872890.000000 Penalty: 3360.079346
	Iteration 20F: 3 clusters Score -3872890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -3872929.500000 Penalty: 3360.079346
	Iteration 21Q: 3 clusters Score -3872930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3872944.750000 Penalty: 3360.079346
	Iteration 22Q: 3 clusters Score -3872945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -3872960.750000 Penalty: 3360.079346
	Iteration 23Q: 3 clusters Score -3872961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -3872979.500000 Penalty: 3360.079346
	Iteration 24Q: 3 clusters Score -3872980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -3872989.250000 Penalty: 3360.079346
	Iteration 25Q: 3 clusters Score -3872989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -3872995.750000 Penalty: 3360.079346
	Iteration 26Q: 3 clusters Score -3872996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -3872998.750000 Penalty: 3360.079346
	Iteration 27Q: 3 clusters Score -3872999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -3873001.250000 Penalty: 3360.079346
	Iteration 28Q: 3 clusters Score -3873001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -3873002.750000 Penalty: 3360.079346
	Iteration 29Q: 3 clusters Score -3873003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -3873007.000000 Penalty: 3360.079346
	Iteration 30Q: 3 clusters Score -3873007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -3873007.000000 Penalty: 3360.079346
	Iteration 31F: 3 clusters Score -3873007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -449973.656250 Penalty: 1340.045532
	Iteration 0F: 2 clusters Score -449973.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -446748.062500 Penalty: 2680.091064
	Iteration 0F: 3 clusters Score -446748.1 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -447607.000000 Penalty: 2680.091064
	Iteration 1F: 3 clusters Score -447607 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -447760.875000 Penalty: 2680.091064
	Iteration 2F: 3 clusters Score -447760.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -447846.093750 Penalty: 2680.091064
	Iteration 3Q: 3 clusters Score -447846.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -447898.125000 Penalty: 2680.091064
	Iteration 4Q: 3 clusters Score -447898.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -447929.000000 Penalty: 2680.091064
	Iteration 5Q: 3 clusters Score -447929 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -447952.781250 Penalty: 2680.091064
	Iteration 6Q: 3 clusters Score -447952.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -447977.406250 Penalty: 2680.091064
	Iteration 7Q: 3 clusters Score -447977.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -447992.125000 Penalty: 2680.091064
	Iteration 8Q: 3 clusters Score -447992.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -448006.718750 Penalty: 2680.091064
	Iteration 9Q: 3 clusters Score -448006.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -448018.062500 Penalty: 2680.091064
	Iteration 10Q: 3 clusters Score -448018.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -448032.125000 Penalty: 2680.091064
	Iteration 11Q: 3 clusters Score -448032.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -448047.312500 Penalty: 2680.091064
	Iteration 12Q: 3 clusters Score -448047.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -448055.343750 Penalty: 2680.091064
	Iteration 13Q: 3 clusters Score -448055.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -448062.000000 Penalty: 2680.091064
	Iteration 14Q: 3 clusters Score -448062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -448068.406250 Penalty: 2680.091064
	Iteration 15Q: 3 clusters Score -448068.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -448077.593750 Penalty: 2680.091064
	Iteration 16Q: 3 clusters Score -448077.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -448092.500000 Penalty: 2680.091064
	Iteration 17Q: 3 clusters Score -448092.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -448107.968750 Penalty: 2680.091064
	Iteration 18Q: 3 clusters Score -448108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -448123.500000 Penalty: 2680.091064
	Iteration 19Q: 3 clusters Score -448123.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -448138.531250 Penalty: 2680.091064
	Iteration 20F: 3 clusters Score -448138.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -448150.937500 Penalty: 2680.091064
	Iteration 21Q: 3 clusters Score -448150.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -448166.312500 Penalty: 2680.091064
	Iteration 22Q: 3 clusters Score -448166.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -448183.343750 Penalty: 2680.091064
	Iteration 23Q: 3 clusters Score -448183.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -448202.031250 Penalty: 2680.091064
	Iteration 24Q: 3 clusters Score -448202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -448227.000000 Penalty: 2680.091064
	Iteration 25Q: 3 clusters Score -448227 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -448253.343750 Penalty: 2680.091064
	Iteration 26Q: 3 clusters Score -448253.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -448273.656250 Penalty: 2680.091064
	Iteration 27Q: 3 clusters Score -448273.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -448289.093750 Penalty: 2680.091064
	Iteration 28Q: 3 clusters Score -448289.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -448301.718750 Penalty: 2680.091064
	Iteration 29Q: 3 clusters Score -448301.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -448313.000000 Penalty: 2680.091064
	Iteration 30Q: 3 clusters Score -448313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -448326.375000 Penalty: 2680.091064
	Iteration 31Q: 3 clusters Score -448326.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -448343.312500 Penalty: 2680.091064
	Iteration 32Q: 3 clusters Score -448343.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -448365.000000 Penalty: 2680.091064
	Iteration 33Q: 3 clusters Score -448365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -448384.187500 Penalty: 2680.091064
	Iteration 34Q: 3 clusters Score -448384.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -448399.718750 Penalty: 2680.091064
	Iteration 35Q: 3 clusters Score -448399.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -448415.906250 Penalty: 2680.091064
	Iteration 36Q: 3 clusters Score -448415.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -448429.781250 Penalty: 2680.091064
	Iteration 37Q: 3 clusters Score -448429.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -448452.937500 Penalty: 2680.091064
	Iteration 38Q: 3 clusters Score -448452.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -448483.125000 Penalty: 2680.091064
	Iteration 39Q: 3 clusters Score -448483.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -448505.500000 Penalty: 2680.091064
	Iteration 40F: 3 clusters Score -448505.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -448535.062500 Penalty: 2680.091064
	Iteration 41Q: 3 clusters Score -448535.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -448562.531250 Penalty: 2680.091064
	Iteration 42Q: 3 clusters Score -448562.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -448584.312500 Penalty: 2680.091064
	Iteration 43Q: 3 clusters Score -448584.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -448601.031250 Penalty: 2680.091064
	Iteration 44Q: 3 clusters Score -448601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -448620.000000 Penalty: 2680.091064
	Iteration 45Q: 3 clusters Score -448620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -448635.593750 Penalty: 2680.091064
	Iteration 46Q: 3 clusters Score -448635.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -448652.718750 Penalty: 2680.091064
	Iteration 47Q: 3 clusters Score -448652.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -448670.406250 Penalty: 2680.091064
	Iteration 48Q: 3 clusters Score -448670.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -448692.781250 Penalty: 2680.091064
	Iteration 49Q: 3 clusters Score -448692.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -448718.343750 Penalty: 2680.091064
	Iteration 50Q: 3 clusters Score -448718.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -448732.750000 Penalty: 2680.091064
	Iteration 51Q: 3 clusters Score -448732.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -448742.437500 Penalty: 2680.091064
	Iteration 52Q: 3 clusters Score -448742.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -448755.906250 Penalty: 2680.091064
	Iteration 53Q: 3 clusters Score -448755.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -448775.125000 Penalty: 2680.091064
	Iteration 54Q: 3 clusters Score -448775.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -448787.937500 Penalty: 2680.091064
	Iteration 55Q: 3 clusters Score -448787.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -448799.500000 Penalty: 2680.091064
	Iteration 56Q: 3 clusters Score -448799.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -448805.625000 Penalty: 2680.091064
	Iteration 57Q: 3 clusters Score -448805.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -448811.031250 Penalty: 2680.091064
	Iteration 58Q: 3 clusters Score -448811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -448812.187500 Penalty: 2680.091064
	Iteration 59Q: 3 clusters Score -448812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -448812.968750 Penalty: 2680.091064
	Iteration 60F: 3 clusters Score -448813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -448814.500000 Penalty: 2680.091064
	Iteration 61Q: 3 clusters Score -448814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -448816.031250 Penalty: 2680.091064
	Iteration 62Q: 3 clusters Score -448816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -448818.156250 Penalty: 2680.091064
	Iteration 63Q: 3 clusters Score -448818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -448818.718750 Penalty: 2680.091064
	Iteration 64Q: 3 clusters Score -448818.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -448819.750000 Penalty: 2680.091064
	Iteration 65Q: 3 clusters Score -448819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -448821.687500 Penalty: 2680.091064
	Iteration 66Q: 3 clusters Score -448821.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -448823.531250 Penalty: 2680.091064
	Iteration 67Q: 3 clusters Score -448823.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -448826.000000 Penalty: 2680.091064
	Iteration 68Q: 3 clusters Score -448826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -448831.843750 Penalty: 2680.091064
	Iteration 69Q: 3 clusters Score -448831.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -448837.312500 Penalty: 2680.091064
	Iteration 70Q: 3 clusters Score -448837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -448839.687500 Penalty: 2680.091064
	Iteration 71Q: 3 clusters Score -448839.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -448839.687500 Penalty: 2680.091064
	Iteration 72F: 3 clusters Score -448839.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Entering Unmasked Estep 
Score: -3011126.750000 Penalty: 1640.594360
	Iteration 0F: 2 clusters Score -3011127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2994726.500000 Penalty: 3281.188721
	Iteration 0F: 3 clusters Score -2994726 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3000784.000000 Penalty: 3281.188721
	Iteration 1F: 3 clusters Score -3000784 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3001078.250000 Penalty: 3281.188721
	Iteration 2Q: 3 clusters Score -3001078 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3001354.500000 Penalty: 3281.188721
	Iteration 3Q: 3 clusters Score -3001354 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3001652.500000 Penalty: 3281.188721
	Iteration 4Q: 3 clusters Score -3001652 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3001939.000000 Penalty: 3281.188721
	Iteration 5Q: 3 clusters Score -3001939 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -3002295.500000 Penalty: 3281.188721
	Iteration 6Q: 3 clusters Score -3002296 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3002786.000000 Penalty: 3281.188721
	Iteration 7Q: 3 clusters Score -3002786 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3003544.250000 Penalty: 3281.188721
	Iteration 8F: 3 clusters Score -3003544 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3004545.250000 Penalty: 3281.188721
	Iteration 9F: 3 clusters Score -3004545 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3005675.500000 Penalty: 3281.188721
	Iteration 10F: 3 clusters Score -3005676 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3006758.500000 Penalty: 3281.188721
	Iteration 11F: 3 clusters Score -3006758 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3007674.250000 Penalty: 3281.188721
	Iteration 12Q: 3 clusters Score -3007674 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3008362.000000 Penalty: 3281.188721
	Iteration 13Q: 3 clusters Score -3008362 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3008856.250000 Penalty: 3281.188721
	Iteration 14Q: 3 clusters Score -3008856 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3009130.500000 Penalty: 3281.188721
	Iteration 15Q: 3 clusters Score -3009130 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3009305.000000 Penalty: 3281.188721
	Iteration 16Q: 3 clusters Score -3009305 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3009433.500000 Penalty: 3281.188721
	Iteration 17Q: 3 clusters Score -3009434 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3009517.250000 Penalty: 3281.188721
	Iteration 18Q: 3 clusters Score -3009517 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3009571.750000 Penalty: 3281.188721
	Iteration 19Q: 3 clusters Score -3009572 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3009621.750000 Penalty: 3281.188721
	Iteration 20F: 3 clusters Score -3009622 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3009672.500000 Penalty: 3281.188721
	Iteration 21Q: 3 clusters Score -3009672 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3009708.250000 Penalty: 3281.188721
	Iteration 22Q: 3 clusters Score -3009708 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3009742.250000 Penalty: 3281.188721
	Iteration 23Q: 3 clusters Score -3009742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3009758.750000 Penalty: 3281.188721
	Iteration 24Q: 3 clusters Score -3009759 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3009788.500000 Penalty: 3281.188721
	Iteration 25Q: 3 clusters Score -3009788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3009809.250000 Penalty: 3281.188721
	Iteration 26Q: 3 clusters Score -3009809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3009837.250000 Penalty: 3281.188721
	Iteration 27Q: 3 clusters Score -3009837 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3009878.750000 Penalty: 3281.188721
	Iteration 28Q: 3 clusters Score -3009879 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3009909.000000 Penalty: 3281.188721
	Iteration 29Q: 3 clusters Score -3009909 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3009930.250000 Penalty: 3281.188721
	Iteration 30Q: 3 clusters Score -3009930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3009949.750000 Penalty: 3281.188721
	Iteration 31Q: 3 clusters Score -3009950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3009992.750000 Penalty: 3281.188721
	Iteration 32Q: 3 clusters Score -3009993 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3010025.250000 Penalty: 3281.188721
	Iteration 33Q: 3 clusters Score -3010025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3010064.000000 Penalty: 3281.188721
	Iteration 34Q: 3 clusters Score -3010064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3010098.750000 Penalty: 3281.188721
	Iteration 35Q: 3 clusters Score -3010099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3010130.500000 Penalty: 3281.188721
	Iteration 36Q: 3 clusters Score -3010130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3010165.000000 Penalty: 3281.188721
	Iteration 37Q: 3 clusters Score -3010165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3010185.250000 Penalty: 3281.188721
	Iteration 38Q: 3 clusters Score -3010185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3010223.250000 Penalty: 3281.188721
	Iteration 39Q: 3 clusters Score -3010223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3010230.750000 Penalty: 3281.188721
	Iteration 40F: 3 clusters Score -3010231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3010243.500000 Penalty: 3281.188721
	Iteration 41Q: 3 clusters Score -3010244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3010260.000000 Penalty: 3281.188721
	Iteration 42Q: 3 clusters Score -3010260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3010272.000000 Penalty: 3281.188721
	Iteration 43Q: 3 clusters Score -3010272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3010269.250000 Penalty: 3281.188721
	Iteration 44Q: 3 clusters Score -3010269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3010271.500000 Penalty: 3281.188721
	Iteration 45Q: 3 clusters Score -3010272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3010272.750000 Penalty: 3281.188721
	Iteration 46Q: 3 clusters Score -3010273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3010274.250000 Penalty: 3281.188721
	Iteration 47Q: 3 clusters Score -3010274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3010272.250000 Penalty: 3281.188721
	Iteration 48Q: 3 clusters Score -3010272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3010271.750000 Penalty: 3281.188721
	Iteration 49Q: 3 clusters Score -3010272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3010271.750000 Penalty: 3281.188721
	Iteration 50F: 3 clusters Score -3010272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Entering Unmasked Estep 
Score: -922743.875000 Penalty: 1456.908447
	Iteration 0F: 2 clusters Score -922743.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -916999.937500 Penalty: 2913.816895
	Iteration 0F: 3 clusters Score -916999.9 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -918782.312500 Penalty: 2913.816895
	Iteration 1F: 3 clusters Score -918782.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -919007.812500 Penalty: 2913.816895
	Iteration 2F: 3 clusters Score -919007.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -919185.000000 Penalty: 2913.816895
	Iteration 3F: 3 clusters Score -919185 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -919337.625000 Penalty: 2913.816895
	Iteration 4Q: 3 clusters Score -919337.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -919462.187500 Penalty: 2913.816895
	Iteration 5Q: 3 clusters Score -919462.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -919607.062500 Penalty: 2913.816895
	Iteration 6Q: 3 clusters Score -919607.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -919770.437500 Penalty: 2913.816895
	Iteration 7Q: 3 clusters Score -919770.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -919958.750000 Penalty: 2913.816895
	Iteration 8Q: 3 clusters Score -919958.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -920195.187500 Penalty: 2913.816895
	Iteration 9Q: 3 clusters Score -920195.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -920452.000000 Penalty: 2913.816895
	Iteration 10Q: 3 clusters Score -920452 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -920706.562500 Penalty: 2913.816895
	Iteration 11Q: 3 clusters Score -920706.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -920951.812500 Penalty: 2913.816895
	Iteration 12Q: 3 clusters Score -920951.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -921200.312500 Penalty: 2913.816895
	Iteration 13Q: 3 clusters Score -921200.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -921383.875000 Penalty: 2913.816895
	Iteration 14Q: 3 clusters Score -921383.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -921492.437500 Penalty: 2913.816895
	Iteration 15Q: 3 clusters Score -921492.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -921553.687500 Penalty: 2913.816895
	Iteration 16Q: 3 clusters Score -921553.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -921605.687500 Penalty: 2913.816895
	Iteration 17Q: 3 clusters Score -921605.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -921643.625000 Penalty: 2913.816895
	Iteration 18Q: 3 clusters Score -921643.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -921668.312500 Penalty: 2913.816895
	Iteration 19Q: 3 clusters Score -921668.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -921680.375000 Penalty: 2913.816895
	Iteration 20F: 3 clusters Score -921680.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -921687.000000 Penalty: 2913.816895
	Iteration 21Q: 3 clusters Score -921687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -921692.000000 Penalty: 2913.816895
	Iteration 22Q: 3 clusters Score -921692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -921698.187500 Penalty: 2913.816895
	Iteration 23Q: 3 clusters Score -921698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -921699.937500 Penalty: 2913.816895
	Iteration 24Q: 3 clusters Score -921699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -921701.625000 Penalty: 2913.816895
	Iteration 25Q: 3 clusters Score -921701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -921703.375000 Penalty: 2913.816895
	Iteration 26Q: 3 clusters Score -921703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -921703.687500 Penalty: 2913.816895
	Iteration 27Q: 3 clusters Score -921703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -921706.625000 Penalty: 2913.816895
	Iteration 28Q: 3 clusters Score -921706.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -921706.625000 Penalty: 2913.816895
	Iteration 29F: 3 clusters Score -921706.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -16558.783203 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -16558.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15978.391602 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -15978.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16032.142578 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -16032.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16086.751953 Penalty: 1701.843628
	Iteration 2Q: 3 clusters Score -16086.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16118.631836 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -16118.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16149.491211 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -16149.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16169.925781 Penalty: 1701.843628
	Iteration 5F: 3 clusters Score -16169.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16194.191406 Penalty: 1701.843628
	Iteration 6Q: 3 clusters Score -16194.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16215.601562 Penalty: 1701.843628
	Iteration 7Q: 3 clusters Score -16215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16218.937500 Penalty: 1701.843628
	Iteration 8Q: 3 clusters Score -16218.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16231.540039 Penalty: 1701.843628
	Iteration 9Q: 3 clusters Score -16231.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16239.407227 Penalty: 1701.843628
	Iteration 10Q: 3 clusters Score -16239.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16254.775391 Penalty: 1701.843628
	Iteration 11Q: 3 clusters Score -16254.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16283.096680 Penalty: 1701.843628
	Iteration 12Q: 3 clusters Score -16283.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16287.775391 Penalty: 1701.843628
	Iteration 13Q: 3 clusters Score -16287.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16289.538086 Penalty: 1701.843628
	Iteration 14Q: 3 clusters Score -16289.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16289.538086 Penalty: 1701.843628
	Iteration 15F: 3 clusters Score -16289.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -34421.472656 Penalty: 955.132019
	Iteration 0F: 2 clusters Score -34421.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33549.285156 Penalty: 1910.264038
	Iteration 0F: 3 clusters Score -33549.29 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33724.531250 Penalty: 1910.264038
	Iteration 1F: 3 clusters Score -33724.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33778.402344 Penalty: 1910.264038
	Iteration 2F: 3 clusters Score -33778.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33810.394531 Penalty: 1910.264038
	Iteration 3F: 3 clusters Score -33810.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33843.546875 Penalty: 1910.264038
	Iteration 4Q: 3 clusters Score -33843.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33881.507812 Penalty: 1910.264038
	Iteration 5Q: 3 clusters Score -33881.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33945.910156 Penalty: 1910.264038
	Iteration 6Q: 3 clusters Score -33945.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34035.105469 Penalty: 1910.264038
	Iteration 7Q: 3 clusters Score -34035.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34112.988281 Penalty: 1910.264038
	Iteration 8Q: 3 clusters Score -34112.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34127.625000 Penalty: 1910.264038
	Iteration 9Q: 3 clusters Score -34127.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34129.175781 Penalty: 1910.264038
	Iteration 10F: 3 clusters Score -34129.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34184.804688 Penalty: 1910.264038
	Iteration 11Q: 3 clusters Score -34184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34190.539062 Penalty: 1910.264038
	Iteration 12Q: 3 clusters Score -34190.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34221.636719 Penalty: 1910.264038
	Iteration 13Q: 3 clusters Score -34221.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34225.296875 Penalty: 1910.264038
	Iteration 14Q: 3 clusters Score -34225.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34230.863281 Penalty: 1910.264038
	Iteration 15Q: 3 clusters Score -34230.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34242.105469 Penalty: 1910.264038
	Iteration 16Q: 3 clusters Score -34242.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34247.523438 Penalty: 1910.264038
	Iteration 17Q: 3 clusters Score -34247.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34247.523438 Penalty: 1910.264038
	Iteration 18F: 3 clusters Score -34247.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -276093.812500 Penalty: 1269.248169
	Iteration 0F: 2 clusters Score -276093.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -273709.218750 Penalty: 2538.496338
	Iteration 0F: 3 clusters Score -273709.2 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -274433.375000 Penalty: 2538.496338
	Iteration 1F: 3 clusters Score -274433.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -274717.781250 Penalty: 2538.496338
	Iteration 2F: 3 clusters Score -274717.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -274976.812500 Penalty: 2538.496338
	Iteration 3F: 3 clusters Score -274976.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -275222.593750 Penalty: 2538.496338
	Iteration 4F: 3 clusters Score -275222.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -275437.343750 Penalty: 2538.496338
	Iteration 5F: 3 clusters Score -275437.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -275572.312500 Penalty: 2538.496338
	Iteration 6Q: 3 clusters Score -275572.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -275647.062500 Penalty: 2538.496338
	Iteration 7Q: 3 clusters Score -275647.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -275689.718750 Penalty: 2538.496338
	Iteration 8Q: 3 clusters Score -275689.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -275711.062500 Penalty: 2538.496338
	Iteration 9Q: 3 clusters Score -275711.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -275717.937500 Penalty: 2538.496338
	Iteration 10Q: 3 clusters Score -275717.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -275721.781250 Penalty: 2538.496338
	Iteration 11Q: 3 clusters Score -275721.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -275726.875000 Penalty: 2538.496338
	Iteration 12Q: 3 clusters Score -275726.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -275730.312500 Penalty: 2538.496338
	Iteration 13Q: 3 clusters Score -275730.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -275733.468750 Penalty: 2538.496338
	Iteration 14Q: 3 clusters Score -275733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -275734.093750 Penalty: 2538.496338
	Iteration 15Q: 3 clusters Score -275734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -275735.125000 Penalty: 2538.496338
	Iteration 16Q: 3 clusters Score -275735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -275735.718750 Penalty: 2538.496338
	Iteration 17Q: 3 clusters Score -275735.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -275735.718750 Penalty: 2538.496338
	Iteration 18F: 3 clusters Score -275735.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Entering Unmasked Estep 
Score: -440623.500000 Penalty: 1330.119385
	Iteration 0F: 2 clusters Score -440623.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -437577.281250 Penalty: 2660.238770
	Iteration 0F: 3 clusters Score -437577.3 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -438474.343750 Penalty: 2660.238770
	Iteration 1F: 3 clusters Score -438474.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -438746.375000 Penalty: 2660.238770
	Iteration 2F: 3 clusters Score -438746.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -438941.593750 Penalty: 2660.238770
	Iteration 3F: 3 clusters Score -438941.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -439121.500000 Penalty: 2660.238770
	Iteration 4F: 3 clusters Score -439121.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -439281.968750 Penalty: 2660.238770
	Iteration 5Q: 3 clusters Score -439282 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -439426.187500 Penalty: 2660.238770
	Iteration 6F: 3 clusters Score -439426.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -439532.625000 Penalty: 2660.238770
	Iteration 7Q: 3 clusters Score -439532.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -439649.437500 Penalty: 2660.238770
	Iteration 8Q: 3 clusters Score -439649.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -439751.906250 Penalty: 2660.238770
	Iteration 9Q: 3 clusters Score -439751.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -439828.375000 Penalty: 2660.238770
	Iteration 10Q: 3 clusters Score -439828.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -439898.781250 Penalty: 2660.238770
	Iteration 11Q: 3 clusters Score -439898.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -439952.531250 Penalty: 2660.238770
	Iteration 12Q: 3 clusters Score -439952.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -440007.312500 Penalty: 2660.238770
	Iteration 13Q: 3 clusters Score -440007.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -440053.750000 Penalty: 2660.238770
	Iteration 14Q: 3 clusters Score -440053.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -440079.437500 Penalty: 2660.238770
	Iteration 15Q: 3 clusters Score -440079.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -440096.312500 Penalty: 2660.238770
	Iteration 16Q: 3 clusters Score -440096.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -440101.875000 Penalty: 2660.238770
	Iteration 17Q: 3 clusters Score -440101.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -440107.218750 Penalty: 2660.238770
	Iteration 18Q: 3 clusters Score -440107.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -440109.531250 Penalty: 2660.238770
	Iteration 19Q: 3 clusters Score -440109.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -440109.843750 Penalty: 2660.238770
	Iteration 20F: 3 clusters Score -440109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -440109.906250 Penalty: 2660.238770
	Iteration 21Q: 3 clusters Score -440109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -440111.531250 Penalty: 2660.238770
	Iteration 22Q: 3 clusters Score -440111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -440113.500000 Penalty: 2660.238770
	Iteration 23Q: 3 clusters Score -440113.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -440114.312500 Penalty: 2660.238770
	Iteration 24Q: 3 clusters Score -440114.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -440114.687500 Penalty: 2660.238770
	Iteration 25Q: 3 clusters Score -440114.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -440115.968750 Penalty: 2660.238770
	Iteration 26Q: 3 clusters Score -440116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -440115.968750 Penalty: 2660.238770
	Iteration 27F: 3 clusters Score -440116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Entering Unmasked Estep 
Score: -4689723.500000 Penalty: 1712.243652
	Iteration 0F: 2 clusters Score -4689724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4664620.000000 Penalty: 3424.487305
	Iteration 0F: 3 clusters Score -4664620 nChanged 17471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -4674462.500000 Penalty: 3424.487305
	Iteration 1F: 3 clusters Score -4674462 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -4675057.500000 Penalty: 3424.487305
	Iteration 2Q: 3 clusters Score -4675058 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -4675686.000000 Penalty: 3424.487305
	Iteration 3Q: 3 clusters Score -4675686 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -4676509.000000 Penalty: 3424.487305
	Iteration 4F: 3 clusters Score -4676509 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -4677527.500000 Penalty: 3424.487305
	Iteration 5F: 3 clusters Score -4677528 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -4678953.000000 Penalty: 3424.487305
	Iteration 6F: 3 clusters Score -4678953 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4680614.500000 Penalty: 3424.487305
	Iteration 7F: 3 clusters Score -4680614 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -4682420.500000 Penalty: 3424.487305
	Iteration 8F: 3 clusters Score -4682420 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -4684048.000000 Penalty: 3424.487305
	Iteration 9F: 3 clusters Score -4684048 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -4685470.500000 Penalty: 3424.487305
	Iteration 10Q: 3 clusters Score -4685470 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4686548.000000 Penalty: 3424.487305
	Iteration 11Q: 3 clusters Score -4686548 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4687338.500000 Penalty: 3424.487305
	Iteration 12Q: 3 clusters Score -4687338 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4687841.000000 Penalty: 3424.487305
	Iteration 13Q: 3 clusters Score -4687841 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4688158.500000 Penalty: 3424.487305
	Iteration 14Q: 3 clusters Score -4688158 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4688336.000000 Penalty: 3424.487305
	Iteration 15Q: 3 clusters Score -4688336 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4688443.500000 Penalty: 3424.487305
	Iteration 16Q: 3 clusters Score -4688444 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4688512.000000 Penalty: 3424.487305
	Iteration 17Q: 3 clusters Score -4688512 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4688556.500000 Penalty: 3424.487305
	Iteration 18Q: 3 clusters Score -4688556 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4688599.500000 Penalty: 3424.487305
	Iteration 19Q: 3 clusters Score -4688600 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4688622.500000 Penalty: 3424.487305
	Iteration 20F: 3 clusters Score -4688622 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4688644.000000 Penalty: 3424.487305
	Iteration 21Q: 3 clusters Score -4688644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4688666.500000 Penalty: 3424.487305
	Iteration 22Q: 3 clusters Score -4688666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4688683.000000 Penalty: 3424.487305
	Iteration 23Q: 3 clusters Score -4688683 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4688681.500000 Penalty: 3424.487305
	Iteration 24Q: 3 clusters Score -4688682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4688705.000000 Penalty: 3424.487305
	Iteration 25Q: 3 clusters Score -4688705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4688707.000000 Penalty: 3424.487305
	Iteration 26Q: 3 clusters Score -4688707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4688712.000000 Penalty: 3424.487305
	Iteration 27Q: 3 clusters Score -4688712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4688713.000000 Penalty: 3424.487305
	Iteration 28Q: 3 clusters Score -4688713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4688724.500000 Penalty: 3424.487305
	Iteration 29Q: 3 clusters Score -4688724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4688724.500000 Penalty: 3424.487305
	Iteration 30Q: 3 clusters Score -4688724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4688712.000000 Penalty: 3424.487305
	Iteration 31Q: 3 clusters Score -4688712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4688713.000000 Penalty: 3424.487305
	Iteration 32Q: 3 clusters Score -4688713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4688723.500000 Penalty: 3424.487305
	Iteration 33Q: 3 clusters Score -4688724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4688723.500000 Penalty: 3424.487305
	Iteration 34Q: 3 clusters Score -4688724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4688721.000000 Penalty: 3424.487305
	Iteration 35Q: 3 clusters Score -4688721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4688721.500000 Penalty: 3424.487305
	Iteration 36Q: 3 clusters Score -4688722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4688720.500000 Penalty: 3424.487305
	Iteration 37Q: 3 clusters Score -4688720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4688725.500000 Penalty: 3424.487305
	Iteration 38Q: 3 clusters Score -4688726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4688721.000000 Penalty: 3424.487305
	Iteration 39Q: 3 clusters Score -4688721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4688721.000000 Penalty: 3424.487305
	Iteration 40F: 3 clusters Score -4688721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Entering Unmasked Estep 
Score: -1681677.750000 Penalty: 1552.017334
	Iteration 0F: 2 clusters Score -1681678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1671936.125000 Penalty: 3104.034668
	Iteration 0F: 3 clusters Score -1671936 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1675333.250000 Penalty: 3104.034668
	Iteration 1F: 3 clusters Score -1675333 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1675762.000000 Penalty: 3104.034668
	Iteration 2F: 3 clusters Score -1675762 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1676233.250000 Penalty: 3104.034668
	Iteration 3F: 3 clusters Score -1676233 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1676841.375000 Penalty: 3104.034668
	Iteration 4F: 3 clusters Score -1676841 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1677567.000000 Penalty: 3104.034668
	Iteration 5F: 3 clusters Score -1677567 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1678372.625000 Penalty: 3104.034668
	Iteration 6F: 3 clusters Score -1678373 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1679121.500000 Penalty: 3104.034668
	Iteration 7F: 3 clusters Score -1679122 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1679639.750000 Penalty: 3104.034668
	Iteration 8Q: 3 clusters Score -1679640 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1679959.000000 Penalty: 3104.034668
	Iteration 9Q: 3 clusters Score -1679959 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1680175.000000 Penalty: 3104.034668
	Iteration 10Q: 3 clusters Score -1680175 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1680327.375000 Penalty: 3104.034668
	Iteration 11Q: 3 clusters Score -1680327 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1680414.125000 Penalty: 3104.034668
	Iteration 12Q: 3 clusters Score -1680414 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1680458.000000 Penalty: 3104.034668
	Iteration 13Q: 3 clusters Score -1680458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1680482.250000 Penalty: 3104.034668
	Iteration 14Q: 3 clusters Score -1680482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1680495.750000 Penalty: 3104.034668
	Iteration 15Q: 3 clusters Score -1680496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1680510.000000 Penalty: 3104.034668
	Iteration 16Q: 3 clusters Score -1680510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1680518.500000 Penalty: 3104.034668
	Iteration 17Q: 3 clusters Score -1680518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1680528.000000 Penalty: 3104.034668
	Iteration 18Q: 3 clusters Score -1680528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1680531.250000 Penalty: 3104.034668
	Iteration 19Q: 3 clusters Score -1680531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1680540.125000 Penalty: 3104.034668
	Iteration 20F: 3 clusters Score -1680540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1680547.750000 Penalty: 3104.034668
	Iteration 21Q: 3 clusters Score -1680548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1680553.125000 Penalty: 3104.034668
	Iteration 22Q: 3 clusters Score -1680553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1680555.500000 Penalty: 3104.034668
	Iteration 23Q: 3 clusters Score -1680556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1680561.375000 Penalty: 3104.034668
	Iteration 24Q: 3 clusters Score -1680561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1680563.375000 Penalty: 3104.034668
	Iteration 25Q: 3 clusters Score -1680563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1680565.250000 Penalty: 3104.034668
	Iteration 26Q: 3 clusters Score -1680565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1680567.000000 Penalty: 3104.034668
	Iteration 27Q: 3 clusters Score -1680567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1680573.500000 Penalty: 3104.034668
	Iteration 28Q: 3 clusters Score -1680574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1680571.750000 Penalty: 3104.034668
	Iteration 29Q: 3 clusters Score -1680572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1680571.750000 Penalty: 3104.034668
	Iteration 30F: 3 clusters Score -1680572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -179296.062500 Penalty: 1185.004883
	Iteration 0F: 2 clusters Score -179296.1 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 724 members 
Entering Unmasked Estep 
Score: -177518.265625 Penalty: 2370.009766
	Iteration 0F: 3 clusters Score -177518.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -177889.718750 Penalty: 2370.009766
	Iteration 1F: 3 clusters Score -177889.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -178002.625000 Penalty: 2370.009766
	Iteration 2F: 3 clusters Score -178002.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -178057.359375 Penalty: 2370.009766
	Iteration 3Q: 3 clusters Score -178057.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -178077.125000 Penalty: 2370.009766
	Iteration 4Q: 3 clusters Score -178077.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -178087.671875 Penalty: 2370.009766
	Iteration 5Q: 3 clusters Score -178087.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -178093.687500 Penalty: 2370.009766
	Iteration 6Q: 3 clusters Score -178093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -178096.140625 Penalty: 2370.009766
	Iteration 7Q: 3 clusters Score -178096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -178100.000000 Penalty: 2370.009766
	Iteration 8Q: 3 clusters Score -178100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -178101.078125 Penalty: 2370.009766
	Iteration 9Q: 3 clusters Score -178101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -178101.671875 Penalty: 2370.009766
	Iteration 10Q: 3 clusters Score -178101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -178103.109375 Penalty: 2370.009766
	Iteration 11Q: 3 clusters Score -178103.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -178103.828125 Penalty: 2370.009766
	Iteration 12Q: 3 clusters Score -178103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -178104.968750 Penalty: 2370.009766
	Iteration 13Q: 3 clusters Score -178105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -178106.187500 Penalty: 2370.009766
	Iteration 14Q: 3 clusters Score -178106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -178107.250000 Penalty: 2370.009766
	Iteration 15Q: 3 clusters Score -178107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -178107.640625 Penalty: 2370.009766
	Iteration 16Q: 3 clusters Score -178107.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -178107.640625 Penalty: 2370.009766
	Iteration 17F: 3 clusters Score -178107.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Entering Unmasked Estep 
Score: -789244.812500 Penalty: 1426.302734
	Iteration 0F: 2 clusters Score -789244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -784341.250000 Penalty: 2852.605469
	Iteration 0F: 3 clusters Score -784341.2 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -785752.625000 Penalty: 2852.605469
	Iteration 1F: 3 clusters Score -785752.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -785949.687500 Penalty: 2852.605469
	Iteration 2F: 3 clusters Score -785949.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -786105.312500 Penalty: 2852.605469
	Iteration 3F: 3 clusters Score -786105.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -786247.750000 Penalty: 2852.605469
	Iteration 4Q: 3 clusters Score -786247.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -786420.812500 Penalty: 2852.605469
	Iteration 5Q: 3 clusters Score -786420.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -786598.687500 Penalty: 2852.605469
	Iteration 6Q: 3 clusters Score -786598.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -786782.625000 Penalty: 2852.605469
	Iteration 7Q: 3 clusters Score -786782.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -786980.250000 Penalty: 2852.605469
	Iteration 8Q: 3 clusters Score -786980.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -787196.062500 Penalty: 2852.605469
	Iteration 9Q: 3 clusters Score -787196.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -787437.687500 Penalty: 2852.605469
	Iteration 10Q: 3 clusters Score -787437.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -787629.812500 Penalty: 2852.605469
	Iteration 11Q: 3 clusters Score -787629.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -787759.062500 Penalty: 2852.605469
	Iteration 12Q: 3 clusters Score -787759.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -787842.312500 Penalty: 2852.605469
	Iteration 13Q: 3 clusters Score -787842.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -787893.125000 Penalty: 2852.605469
	Iteration 14Q: 3 clusters Score -787893.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -787919.125000 Penalty: 2852.605469
	Iteration 15Q: 3 clusters Score -787919.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -787947.000000 Penalty: 2852.605469
	Iteration 16Q: 3 clusters Score -787947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -787964.562500 Penalty: 2852.605469
	Iteration 17Q: 3 clusters Score -787964.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -787977.625000 Penalty: 2852.605469
	Iteration 18Q: 3 clusters Score -787977.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -787985.500000 Penalty: 2852.605469
	Iteration 19Q: 3 clusters Score -787985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -787987.000000 Penalty: 2852.605469
	Iteration 20F: 3 clusters Score -787987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Entering Unmasked Estep 
Score: -600950.250000 Penalty: 1379.662964
	Iteration 0F: 2 clusters Score -600950.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -597023.312500 Penalty: 2759.325928
	Iteration 0F: 3 clusters Score -597023.3 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -598084.687500 Penalty: 2759.325928
	Iteration 1F: 3 clusters Score -598084.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -598228.812500 Penalty: 2759.325928
	Iteration 2F: 3 clusters Score -598228.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -598334.125000 Penalty: 2759.325928
	Iteration 3Q: 3 clusters Score -598334.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -598411.125000 Penalty: 2759.325928
	Iteration 4Q: 3 clusters Score -598411.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -598468.437500 Penalty: 2759.325928
	Iteration 5Q: 3 clusters Score -598468.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -598514.375000 Penalty: 2759.325928
	Iteration 6Q: 3 clusters Score -598514.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -598561.375000 Penalty: 2759.325928
	Iteration 7Q: 3 clusters Score -598561.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -598601.312500 Penalty: 2759.325928
	Iteration 8Q: 3 clusters Score -598601.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -598636.500000 Penalty: 2759.325928
	Iteration 9Q: 3 clusters Score -598636.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -598677.750000 Penalty: 2759.325928
	Iteration 10Q: 3 clusters Score -598677.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -598726.062500 Penalty: 2759.325928
	Iteration 11Q: 3 clusters Score -598726.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -598789.187500 Penalty: 2759.325928
	Iteration 12Q: 3 clusters Score -598789.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -598892.125000 Penalty: 2759.325928
	Iteration 13Q: 3 clusters Score -598892.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -599042.687500 Penalty: 2759.325928
	Iteration 14Q: 3 clusters Score -599042.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -599248.062500 Penalty: 2759.325928
	Iteration 15Q: 3 clusters Score -599248.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -599487.875000 Penalty: 2759.325928
	Iteration 16Q: 3 clusters Score -599487.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -599685.562500 Penalty: 2759.325928
	Iteration 17Q: 3 clusters Score -599685.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -599822.562500 Penalty: 2759.325928
	Iteration 18Q: 3 clusters Score -599822.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -599916.687500 Penalty: 2759.325928
	Iteration 19Q: 3 clusters Score -599916.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -599973.000000 Penalty: 2759.325928
	Iteration 20F: 3 clusters Score -599973 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -600012.437500 Penalty: 2759.325928
	Iteration 21Q: 3 clusters Score -600012.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -600037.625000 Penalty: 2759.325928
	Iteration 22Q: 3 clusters Score -600037.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -600056.375000 Penalty: 2759.325928
	Iteration 23Q: 3 clusters Score -600056.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -600070.437500 Penalty: 2759.325928
	Iteration 24Q: 3 clusters Score -600070.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -600081.312500 Penalty: 2759.325928
	Iteration 25Q: 3 clusters Score -600081.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -600090.250000 Penalty: 2759.325928
	Iteration 26Q: 3 clusters Score -600090.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -600100.875000 Penalty: 2759.325928
	Iteration 27Q: 3 clusters Score -600100.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -600107.375000 Penalty: 2759.325928
	Iteration 28Q: 3 clusters Score -600107.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -600116.437500 Penalty: 2759.325928
	Iteration 29Q: 3 clusters Score -600116.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -600126.375000 Penalty: 2759.325928
	Iteration 30Q: 3 clusters Score -600126.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -600131.937500 Penalty: 2759.325928
	Iteration 31Q: 3 clusters Score -600131.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -600137.375000 Penalty: 2759.325928
	Iteration 32Q: 3 clusters Score -600137.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -600144.687500 Penalty: 2759.325928
	Iteration 33Q: 3 clusters Score -600144.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -600149.312500 Penalty: 2759.325928
	Iteration 34Q: 3 clusters Score -600149.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -600151.937500 Penalty: 2759.325928
	Iteration 35Q: 3 clusters Score -600151.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -600155.562500 Penalty: 2759.325928
	Iteration 36Q: 3 clusters Score -600155.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -600158.187500 Penalty: 2759.325928
	Iteration 37Q: 3 clusters Score -600158.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -600161.187500 Penalty: 2759.325928
	Iteration 38Q: 3 clusters Score -600161.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -600163.687500 Penalty: 2759.325928
	Iteration 39Q: 3 clusters Score -600163.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -600168.687500 Penalty: 2759.325928
	Iteration 40F: 3 clusters Score -600168.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -600170.875000 Penalty: 2759.325928
	Iteration 41Q: 3 clusters Score -600170.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -600173.625000 Penalty: 2759.325928
	Iteration 42Q: 3 clusters Score -600173.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -600173.625000 Penalty: 2759.325928
	Iteration 43Q: 3 clusters Score -600173.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -600174.062500 Penalty: 2759.325928
	Iteration 44Q: 3 clusters Score -600174.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -600176.875000 Penalty: 2759.325928
	Iteration 45Q: 3 clusters Score -600176.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -600180.187500 Penalty: 2759.325928
	Iteration 46Q: 3 clusters Score -600180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -600181.375000 Penalty: 2759.325928
	Iteration 47Q: 3 clusters Score -600181.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -600183.125000 Penalty: 2759.325928
	Iteration 48Q: 3 clusters Score -600183.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -600183.375000 Penalty: 2759.325928
	Iteration 49Q: 3 clusters Score -600183.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -600184.062500 Penalty: 2759.325928
	Iteration 50Q: 3 clusters Score -600184.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -600185.812500 Penalty: 2759.325928
	Iteration 51Q: 3 clusters Score -600185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -600186.312500 Penalty: 2759.325928
	Iteration 52Q: 3 clusters Score -600186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -600186.312500 Penalty: 2759.325928
	Iteration 53F: 3 clusters Score -600186.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Entering Unmasked Estep 
Score: -5490786.500000 Penalty: 1735.168701
	Iteration 0F: 2 clusters Score -5490786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -5461658.500000 Penalty: 3470.337402
	Iteration 0F: 3 clusters Score -5461658 nChanged 20382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -5472925.500000 Penalty: 3470.337402
	Iteration 1F: 3 clusters Score -5472926 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -5473363.500000 Penalty: 3470.337402
	Iteration 2Q: 3 clusters Score -5473364 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -5473937.000000 Penalty: 3470.337402
	Iteration 3Q: 3 clusters Score -5473937 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -5474849.000000 Penalty: 3470.337402
	Iteration 4Q: 3 clusters Score -5474849 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -5476524.500000 Penalty: 3470.337402
	Iteration 5F: 3 clusters Score -5476524 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -5479294.500000 Penalty: 3470.337402
	Iteration 6F: 3 clusters Score -5479294 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -5483009.000000 Penalty: 3470.337402
	Iteration 7F: 3 clusters Score -5483009 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -5486333.500000 Penalty: 3470.337402
	Iteration 8F: 3 clusters Score -5486334 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -5488214.000000 Penalty: 3470.337402
	Iteration 9Q: 3 clusters Score -5488214 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -5488883.000000 Penalty: 3470.337402
	Iteration 10Q: 3 clusters Score -5488883 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -5489111.500000 Penalty: 3470.337402
	Iteration 11Q: 3 clusters Score -5489112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -5489194.500000 Penalty: 3470.337402
	Iteration 12Q: 3 clusters Score -5489194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -5489235.500000 Penalty: 3470.337402
	Iteration 13Q: 3 clusters Score -5489236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -5489265.000000 Penalty: 3470.337402
	Iteration 14Q: 3 clusters Score -5489265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -5489275.500000 Penalty: 3470.337402
	Iteration 15Q: 3 clusters Score -5489276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -5489284.500000 Penalty: 3470.337402
	Iteration 16Q: 3 clusters Score -5489284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -5489289.000000 Penalty: 3470.337402
	Iteration 17Q: 3 clusters Score -5489289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -5489294.000000 Penalty: 3470.337402
	Iteration 18Q: 3 clusters Score -5489294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -5489296.500000 Penalty: 3470.337402
	Iteration 19Q: 3 clusters Score -5489296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5489298.000000 Penalty: 3470.337402
	Iteration 20F: 3 clusters Score -5489298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -5489295.000000 Penalty: 3470.337402
	Iteration 21Q: 3 clusters Score -5489295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5489302.500000 Penalty: 3470.337402
	Iteration 22Q: 3 clusters Score -5489302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5489302.500000 Penalty: 3470.337402
	Iteration 23F: 3 clusters Score -5489302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Entering Unmasked Estep 
Score: -363134.156250 Penalty: 1297.917480
	Iteration 0F: 2 clusters Score -363134.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -360498.156250 Penalty: 2595.834961
	Iteration 0F: 3 clusters Score -360498.2 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -361100.750000 Penalty: 2595.834961
	Iteration 1F: 3 clusters Score -361100.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -361238.656250 Penalty: 2595.834961
	Iteration 2F: 3 clusters Score -361238.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -361328.906250 Penalty: 2595.834961
	Iteration 3F: 3 clusters Score -361328.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -361373.937500 Penalty: 2595.834961
	Iteration 4Q: 3 clusters Score -361373.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -361408.218750 Penalty: 2595.834961
	Iteration 5Q: 3 clusters Score -361408.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -361440.187500 Penalty: 2595.834961
	Iteration 6Q: 3 clusters Score -361440.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -361460.125000 Penalty: 2595.834961
	Iteration 7Q: 3 clusters Score -361460.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -361482.187500 Penalty: 2595.834961
	Iteration 8Q: 3 clusters Score -361482.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -361501.093750 Penalty: 2595.834961
	Iteration 9Q: 3 clusters Score -361501.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -361513.843750 Penalty: 2595.834961
	Iteration 10Q: 3 clusters Score -361513.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -361526.281250 Penalty: 2595.834961
	Iteration 11Q: 3 clusters Score -361526.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -361541.250000 Penalty: 2595.834961
	Iteration 12Q: 3 clusters Score -361541.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -361550.281250 Penalty: 2595.834961
	Iteration 13Q: 3 clusters Score -361550.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -361563.812500 Penalty: 2595.834961
	Iteration 14Q: 3 clusters Score -361563.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -361576.468750 Penalty: 2595.834961
	Iteration 15Q: 3 clusters Score -361576.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -361588.375000 Penalty: 2595.834961
	Iteration 16Q: 3 clusters Score -361588.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -361600.687500 Penalty: 2595.834961
	Iteration 17Q: 3 clusters Score -361600.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -361611.187500 Penalty: 2595.834961
	Iteration 18Q: 3 clusters Score -361611.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -361623.500000 Penalty: 2595.834961
	Iteration 19Q: 3 clusters Score -361623.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -361632.343750 Penalty: 2595.834961
	Iteration 20F: 3 clusters Score -361632.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -361640.937500 Penalty: 2595.834961
	Iteration 21Q: 3 clusters Score -361640.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -361649.937500 Penalty: 2595.834961
	Iteration 22Q: 3 clusters Score -361649.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -361657.531250 Penalty: 2595.834961
	Iteration 23Q: 3 clusters Score -361657.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -361664.937500 Penalty: 2595.834961
	Iteration 24Q: 3 clusters Score -361664.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -361674.312500 Penalty: 2595.834961
	Iteration 25Q: 3 clusters Score -361674.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -361683.781250 Penalty: 2595.834961
	Iteration 26Q: 3 clusters Score -361683.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -361691.156250 Penalty: 2595.834961
	Iteration 27Q: 3 clusters Score -361691.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -361701.343750 Penalty: 2595.834961
	Iteration 28Q: 3 clusters Score -361701.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -361711.156250 Penalty: 2595.834961
	Iteration 29Q: 3 clusters Score -361711.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -361718.125000 Penalty: 2595.834961
	Iteration 30Q: 3 clusters Score -361718.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -361723.000000 Penalty: 2595.834961
	Iteration 31Q: 3 clusters Score -361723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -361726.031250 Penalty: 2595.834961
	Iteration 32Q: 3 clusters Score -361726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -361730.250000 Penalty: 2595.834961
	Iteration 33Q: 3 clusters Score -361730.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -361735.812500 Penalty: 2595.834961
	Iteration 34Q: 3 clusters Score -361735.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -361740.125000 Penalty: 2595.834961
	Iteration 35Q: 3 clusters Score -361740.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -361745.000000 Penalty: 2595.834961
	Iteration 36Q: 3 clusters Score -361745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -361747.187500 Penalty: 2595.834961
	Iteration 37Q: 3 clusters Score -361747.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -361750.312500 Penalty: 2595.834961
	Iteration 38Q: 3 clusters Score -361750.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -361752.312500 Penalty: 2595.834961
	Iteration 39Q: 3 clusters Score -361752.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -361754.562500 Penalty: 2595.834961
	Iteration 40F: 3 clusters Score -361754.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -361756.343750 Penalty: 2595.834961
	Iteration 41Q: 3 clusters Score -361756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -361757.687500 Penalty: 2595.834961
	Iteration 42Q: 3 clusters Score -361757.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -361757.843750 Penalty: 2595.834961
	Iteration 43Q: 3 clusters Score -361757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -361759.125000 Penalty: 2595.834961
	Iteration 44Q: 3 clusters Score -361759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -361758.562500 Penalty: 2595.834961
	Iteration 45Q: 3 clusters Score -361758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -361759.656250 Penalty: 2595.834961
	Iteration 46Q: 3 clusters Score -361759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -361759.125000 Penalty: 2595.834961
	Iteration 47Q: 3 clusters Score -361759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -361759.125000 Penalty: 2595.834961
	Iteration 48F: 3 clusters Score -361759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 8464 members 
Mstep: Class 3 contains 9765 members 
Mstep: Class 4 contains 33462 members 
Mstep: Class 5 contains 83419 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 94815 members 
Mstep: Class 8 contains 84799 members 
Mstep: Class 9 contains 30906 members 
Mstep: Class 10 contains 3814 members 
Mstep: Class 11 contains 24245 members 
Mstep: Class 12 contains 7829 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3588 members 
Mstep: Class 17 contains 37680 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 6485 members 
Mstep: Class 21 contains 4867 members 
Mstep: Class 22 contains 43389 members 
Mstep: Class 23 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640460.000000 Penalty: 49153.574219
Iteration 159Q: 24 clusters Score -6.264046e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 8461 members 
Mstep: Class 3 contains 9793 members 
Mstep: Class 4 contains 33615 members 
Mstep: Class 5 contains 83424 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 94791 members 
Mstep: Class 8 contains 84807 members 
Mstep: Class 9 contains 30903 members 
Mstep: Class 10 contains 3807 members 
Mstep: Class 11 contains 24230 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3580 members 
Mstep: Class 17 contains 37526 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 6486 members 
Mstep: Class 21 contains 4872 members 
Mstep: Class 22 contains 43387 members 
Mstep: Class 23 contains 2952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640456.000000 Penalty: 49153.574219
Iteration 160F: 24 clusters Score -6.264046e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 8476 members 
Mstep: Class 3 contains 9822 members 
Mstep: Class 4 contains 33750 members 
Mstep: Class 5 contains 83422 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 94766 members 
Mstep: Class 8 contains 84817 members 
Mstep: Class 9 contains 30891 members 
Mstep: Class 10 contains 3807 members 
Mstep: Class 11 contains 24223 members 
Mstep: Class 12 contains 7822 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3572 members 
Mstep: Class 17 contains 37355 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 6484 members 
Mstep: Class 21 contains 4879 members 
Mstep: Class 22 contains 43388 members 
Mstep: Class 23 contains 2965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640500.000000 Penalty: 49153.574219
Iteration 161Q: 24 clusters Score -6.26405e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 8493 members 
Mstep: Class 3 contains 9854 members 
Mstep: Class 4 contains 33881 members 
Mstep: Class 5 contains 83420 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 94741 members 
Mstep: Class 8 contains 84823 members 
Mstep: Class 9 contains 30885 members 
Mstep: Class 10 contains 3803 members 
Mstep: Class 11 contains 24215 members 
Mstep: Class 12 contains 7824 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3556 members 
Mstep: Class 17 contains 37183 members 
Mstep: Class 18 contains 14058 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 6485 members 
Mstep: Class 21 contains 4886 members 
Mstep: Class 22 contains 43391 members 
Mstep: Class 23 contains 2975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640580.000000 Penalty: 49153.574219
Iteration 162Q: 24 clusters Score -6.264058e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 8550 members 
Mstep: Class 3 contains 9898 members 
Mstep: Class 4 contains 34022 members 
Mstep: Class 5 contains 83419 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 94708 members 
Mstep: Class 8 contains 84829 members 
Mstep: Class 9 contains 30880 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 24210 members 
Mstep: Class 12 contains 7823 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3536 members 
Mstep: Class 17 contains 36964 members 
Mstep: Class 18 contains 14058 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 4896 members 
Mstep: Class 22 contains 43395 members 
Mstep: Class 23 contains 2983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640788.000000 Penalty: 49153.574219
Iteration 163Q: 24 clusters Score -6.264079e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 8624 members 
Mstep: Class 3 contains 9938 members 
Mstep: Class 4 contains 34181 members 
Mstep: Class 5 contains 83413 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 94675 members 
Mstep: Class 8 contains 84849 members 
Mstep: Class 9 contains 30876 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 24198 members 
Mstep: Class 12 contains 7823 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 36715 members 
Mstep: Class 18 contains 14058 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 4906 members 
Mstep: Class 22 contains 43392 members 
Mstep: Class 23 contains 2990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641044.000000 Penalty: 49153.574219
Iteration 164Q: 24 clusters Score -6.264104e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 9979 members 
Mstep: Class 4 contains 34337 members 
Mstep: Class 5 contains 83402 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 94638 members 
Mstep: Class 8 contains 84867 members 
Mstep: Class 9 contains 30864 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 24184 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 36454 members 
Mstep: Class 18 contains 14058 members 
Mstep: Class 19 contains 1473 members 
Mstep: Class 20 contains 6492 members 
Mstep: Class 21 contains 4913 members 
Mstep: Class 22 contains 43392 members 
Mstep: Class 23 contains 2999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641192.000000 Penalty: 49153.574219
Iteration 165Q: 24 clusters Score -6.264119e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 8860 members 
Mstep: Class 3 contains 10021 members 
Mstep: Class 4 contains 34500 members 
Mstep: Class 5 contains 83387 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 94601 members 
Mstep: Class 8 contains 84867 members 
Mstep: Class 9 contains 30859 members 
Mstep: Class 10 contains 3784 members 
Mstep: Class 11 contains 24169 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3511 members 
Mstep: Class 17 contains 36188 members 
Mstep: Class 18 contains 14058 members 
Mstep: Class 19 contains 1474 members 
Mstep: Class 20 contains 6498 members 
Mstep: Class 21 contains 4927 members 
Mstep: Class 22 contains 43394 members 
Mstep: Class 23 contains 3001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641192.000000 Penalty: 49153.574219
Iteration 166Q: 24 clusters Score -6.264119e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 8973 members 
Mstep: Class 3 contains 10073 members 
Mstep: Class 4 contains 34670 members 
Mstep: Class 5 contains 83374 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 94543 members 
Mstep: Class 8 contains 84880 members 
Mstep: Class 9 contains 30847 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 24141 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3509 members 
Mstep: Class 17 contains 35964 members 
Mstep: Class 18 contains 14058 members 
Mstep: Class 19 contains 1476 members 
Mstep: Class 20 contains 6500 members 
Mstep: Class 21 contains 4942 members 
Mstep: Class 22 contains 43392 members 
Mstep: Class 23 contains 3009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641356.000000 Penalty: 49153.574219
Iteration 167Q: 24 clusters Score -6.264136e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 9059 members 
Mstep: Class 3 contains 10128 members 
Mstep: Class 4 contains 34860 members 
Mstep: Class 5 contains 83362 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 94499 members 
Mstep: Class 8 contains 84886 members 
Mstep: Class 9 contains 30827 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 24115 members 
Mstep: Class 12 contains 7820 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3502 members 
Mstep: Class 17 contains 35774 members 
Mstep: Class 18 contains 14060 members 
Mstep: Class 19 contains 1478 members 
Mstep: Class 20 contains 6497 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 43390 members 
Mstep: Class 23 contains 3019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641484.000000 Penalty: 49153.574219
Iteration 168Q: 24 clusters Score -6.264148e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 9176 members 
Mstep: Class 3 contains 10177 members 
Mstep: Class 4 contains 35056 members 
Mstep: Class 5 contains 83349 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 94445 members 
Mstep: Class 8 contains 84902 members 
Mstep: Class 9 contains 30807 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 24087 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3488 members 
Mstep: Class 17 contains 35574 members 
Mstep: Class 18 contains 14059 members 
Mstep: Class 19 contains 1477 members 
Mstep: Class 20 contains 6497 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 43388 members 
Mstep: Class 23 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641632.000000 Penalty: 49153.574219
Iteration 169Q: 24 clusters Score -6.264163e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 9235 members 
Mstep: Class 3 contains 10231 members 
Mstep: Class 4 contains 35246 members 
Mstep: Class 5 contains 83347 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 94403 members 
Mstep: Class 8 contains 84922 members 
Mstep: Class 9 contains 30781 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 11 contains 24063 members 
Mstep: Class 12 contains 7809 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 35408 members 
Mstep: Class 18 contains 14059 members 
Mstep: Class 19 contains 1477 members 
Mstep: Class 20 contains 6494 members 
Mstep: Class 21 contains 5014 members 
Mstep: Class 22 contains 43385 members 
Mstep: Class 23 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641940.000000 Penalty: 49153.574219
Iteration 170Q: 24 clusters Score -6.264194e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 9268 members 
Mstep: Class 3 contains 10269 members 
Mstep: Class 4 contains 35458 members 
Mstep: Class 5 contains 83345 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 94365 members 
Mstep: Class 8 contains 84940 members 
Mstep: Class 9 contains 30755 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 24044 members 
Mstep: Class 12 contains 7810 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3465 members 
Mstep: Class 17 contains 35236 members 
Mstep: Class 18 contains 14061 members 
Mstep: Class 19 contains 1474 members 
Mstep: Class 20 contains 6487 members 
Mstep: Class 21 contains 5048 members 
Mstep: Class 22 contains 43383 members 
Mstep: Class 23 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642136.000000 Penalty: 49153.574219
Iteration 171Q: 24 clusters Score -6.264214e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 9244 members 
Mstep: Class 3 contains 10302 members 
Mstep: Class 4 contains 35681 members 
Mstep: Class 5 contains 83342 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 94319 members 
Mstep: Class 8 contains 84965 members 
Mstep: Class 9 contains 30741 members 
Mstep: Class 10 contains 3779 members 
Mstep: Class 11 contains 24036 members 
Mstep: Class 12 contains 7811 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 3461 members 
Mstep: Class 17 contains 35073 members 
Mstep: Class 18 contains 14063 members 
Mstep: Class 19 contains 1476 members 
Mstep: Class 20 contains 6486 members 
Mstep: Class 21 contains 5100 members 
Mstep: Class 22 contains 43387 members 
Mstep: Class 23 contains 3074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642360.000000 Penalty: 49153.574219
Iteration 172Q: 24 clusters Score -6.264236e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 9199 members 
Mstep: Class 3 contains 10344 members 
Mstep: Class 4 contains 35902 members 
Mstep: Class 5 contains 83335 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 94279 members 
Mstep: Class 8 contains 84973 members 
Mstep: Class 9 contains 30716 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 24040 members 
Mstep: Class 12 contains 7811 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3453 members 
Mstep: Class 17 contains 34935 members 
Mstep: Class 18 contains 14064 members 
Mstep: Class 19 contains 1476 members 
Mstep: Class 20 contains 6488 members 
Mstep: Class 21 contains 5149 members 
Mstep: Class 22 contains 43387 members 
Mstep: Class 23 contains 3076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642548.000000 Penalty: 49153.574219
Iteration 173Q: 24 clusters Score -6.264255e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 9130 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 36137 members 
Mstep: Class 5 contains 83337 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 94233 members 
Mstep: Class 8 contains 84977 members 
Mstep: Class 9 contains 30696 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 24039 members 
Mstep: Class 12 contains 7809 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3442 members 
Mstep: Class 17 contains 34792 members 
Mstep: Class 18 contains 14066 members 
Mstep: Class 19 contains 1477 members 
Mstep: Class 20 contains 6487 members 
Mstep: Class 21 contains 5204 members 
Mstep: Class 22 contains 43391 members 
Mstep: Class 23 contains 3080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642808.000000 Penalty: 49153.574219
Iteration 174Q: 24 clusters Score -6.264281e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 10450 members 
Mstep: Class 4 contains 36375 members 
Mstep: Class 5 contains 83344 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 94168 members 
Mstep: Class 8 contains 84997 members 
Mstep: Class 9 contains 30683 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 24034 members 
Mstep: Class 12 contains 7809 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3443 members 
Mstep: Class 17 contains 34638 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 5267 members 
Mstep: Class 22 contains 43397 members 
Mstep: Class 23 contains 3083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642804.000000 Penalty: 49153.574219
Iteration 175Q: 24 clusters Score -6.26428e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 9007 members 
Mstep: Class 3 contains 10506 members 
Mstep: Class 4 contains 36608 members 
Mstep: Class 5 contains 83350 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 94115 members 
Mstep: Class 8 contains 85015 members 
Mstep: Class 9 contains 30668 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 24029 members 
Mstep: Class 12 contains 7808 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 34475 members 
Mstep: Class 18 contains 14069 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 6489 members 
Mstep: Class 21 contains 5330 members 
Mstep: Class 22 contains 43400 members 
Mstep: Class 23 contains 3086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642980.000000 Penalty: 49153.574219
Iteration 176Q: 24 clusters Score -6.264298e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 8969 members 
Mstep: Class 3 contains 10571 members 
Mstep: Class 4 contains 36811 members 
Mstep: Class 5 contains 83348 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 94054 members 
Mstep: Class 8 contains 85035 members 
Mstep: Class 9 contains 30643 members 
Mstep: Class 10 contains 3771 members 
Mstep: Class 11 contains 24029 members 
Mstep: Class 12 contains 7806 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3429 members 
Mstep: Class 17 contains 34322 members 
Mstep: Class 18 contains 14071 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 6485 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 43403 members 
Mstep: Class 23 contains 3092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62643344.000000 Penalty: 49153.574219
Iteration 177Q: 24 clusters Score -6.264334e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 8946 members 
Mstep: Class 3 contains 10658 members 
Mstep: Class 4 contains 37028 members 
Mstep: Class 5 contains 83357 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 93972 members 
Mstep: Class 8 contains 85050 members 
Mstep: Class 9 contains 30632 members 
Mstep: Class 10 contains 3761 members 
Mstep: Class 11 contains 24020 members 
Mstep: Class 12 contains 7806 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3417 members 
Mstep: Class 17 contains 34142 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 6483 members 
Mstep: Class 21 contains 5457 members 
Mstep: Class 22 contains 43400 members 
Mstep: Class 23 contains 3099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62643584.000000 Penalty: 49153.574219
Iteration 178Q: 24 clusters Score -6.264358e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 10746 members 
Mstep: Class 4 contains 37232 members 
Mstep: Class 5 contains 83370 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 93896 members 
Mstep: Class 8 contains 85069 members 
Mstep: Class 9 contains 30630 members 
Mstep: Class 10 contains 3745 members 
Mstep: Class 11 contains 24012 members 
Mstep: Class 12 contains 7806 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 17 contains 33983 members 
Mstep: Class 18 contains 14067 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 6484 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 43388 members 
Mstep: Class 23 contains 3098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62643700.000000 Penalty: 49153.574219
Iteration 179Q: 24 clusters Score -6.26437e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 8881 members 
Mstep: Class 3 contains 10859 members 
Mstep: Class 4 contains 37419 members 
Mstep: Class 5 contains 83386 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 93782 members 
Mstep: Class 8 contains 85078 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 24001 members 
Mstep: Class 12 contains 7807 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3375 members 
Mstep: Class 17 contains 33833 members 
Mstep: Class 18 contains 14067 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 6487 members 
Mstep: Class 21 contains 5594 members 
Mstep: Class 22 contains 43385 members 
Mstep: Class 23 contains 3098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62643904.000000 Penalty: 49153.574219
Iteration 180F: 24 clusters Score -6.26439e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 8990 members 
Mstep: Class 3 contains 10959 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 83403 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 93685 members 
Mstep: Class 8 contains 85085 members 
Mstep: Class 9 contains 30628 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 23989 members 
Mstep: Class 12 contains 7802 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3356 members 
Mstep: Class 17 contains 33678 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 1483 members 
Mstep: Class 20 contains 6485 members 
Mstep: Class 21 contains 5639 members 
Mstep: Class 22 contains 43384 members 
Mstep: Class 23 contains 3095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644256.000000 Penalty: 49153.574219
Iteration 181Q: 24 clusters Score -6.264426e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 9089 members 
Mstep: Class 3 contains 11052 members 
Mstep: Class 4 contains 37762 members 
Mstep: Class 5 contains 83414 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 93569 members 
Mstep: Class 8 contains 85079 members 
Mstep: Class 9 contains 30617 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 23983 members 
Mstep: Class 12 contains 7800 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 33539 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 6484 members 
Mstep: Class 21 contains 5696 members 
Mstep: Class 22 contains 43379 members 
Mstep: Class 23 contains 3100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644516.000000 Penalty: 49153.574219
Iteration 182Q: 24 clusters Score -6.264452e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 11136 members 
Mstep: Class 4 contains 37910 members 
Mstep: Class 5 contains 83419 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 93468 members 
Mstep: Class 8 contains 85052 members 
Mstep: Class 9 contains 30614 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 23969 members 
Mstep: Class 12 contains 7801 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 33422 members 
Mstep: Class 18 contains 14067 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 6481 members 
Mstep: Class 21 contains 5729 members 
Mstep: Class 22 contains 43381 members 
Mstep: Class 23 contains 3100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644732.000000 Penalty: 49153.574219
Iteration 183Q: 24 clusters Score -6.264473e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 9336 members 
Mstep: Class 3 contains 11210 members 
Mstep: Class 4 contains 38020 members 
Mstep: Class 5 contains 83411 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 93391 members 
Mstep: Class 8 contains 85011 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 23956 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 33315 members 
Mstep: Class 18 contains 14070 members 
Mstep: Class 19 contains 1487 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 5759 members 
Mstep: Class 22 contains 43380 members 
Mstep: Class 23 contains 3097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644964.000000 Penalty: 49153.574219
Iteration 184Q: 24 clusters Score -6.264496e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 9458 members 
Mstep: Class 3 contains 11278 members 
Mstep: Class 4 contains 38114 members 
Mstep: Class 5 contains 83407 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 93309 members 
Mstep: Class 8 contains 84968 members 
Mstep: Class 9 contains 30620 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 11 contains 23948 members 
Mstep: Class 12 contains 7791 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 33201 members 
Mstep: Class 18 contains 14070 members 
Mstep: Class 19 contains 1488 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 5796 members 
Mstep: Class 22 contains 43377 members 
Mstep: Class 23 contains 3098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62645256.000000 Penalty: 49153.574219
Iteration 185Q: 24 clusters Score -6.264526e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 9569 members 
Mstep: Class 3 contains 11341 members 
Mstep: Class 4 contains 38181 members 
Mstep: Class 5 contains 83405 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 93238 members 
Mstep: Class 8 contains 84913 members 
Mstep: Class 9 contains 30632 members 
Mstep: Class 10 contains 3757 members 
Mstep: Class 11 contains 23944 members 
Mstep: Class 12 contains 7790 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3267 members 
Mstep: Class 17 contains 33115 members 
Mstep: Class 18 contains 14071 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 5820 members 
Mstep: Class 22 contains 43374 members 
Mstep: Class 23 contains 3100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62645296.000000 Penalty: 49153.574219
Iteration 186Q: 24 clusters Score -6.26453e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 11409 members 
Mstep: Class 4 contains 38253 members 
Mstep: Class 5 contains 83410 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 93151 members 
Mstep: Class 8 contains 84854 members 
Mstep: Class 9 contains 30643 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 23939 members 
Mstep: Class 12 contains 7788 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3247 members 
Mstep: Class 17 contains 33035 members 
Mstep: Class 18 contains 14073 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 6463 members 
Mstep: Class 21 contains 5827 members 
Mstep: Class 22 contains 43371 members 
Mstep: Class 23 contains 3104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62645532.000000 Penalty: 49153.574219
Iteration 187Q: 24 clusters Score -6.264553e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 9760 members 
Mstep: Class 3 contains 11475 members 
Mstep: Class 4 contains 38327 members 
Mstep: Class 5 contains 83406 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 93059 members 
Mstep: Class 8 contains 84780 members 
Mstep: Class 9 contains 30662 members 
Mstep: Class 10 contains 3763 members 
Mstep: Class 11 contains 23933 members 
Mstep: Class 12 contains 7791 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 32974 members 
Mstep: Class 18 contains 14073 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 5830 members 
Mstep: Class 22 contains 43374 members 
Mstep: Class 23 contains 3108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62645784.000000 Penalty: 49153.574219
Iteration 188Q: 24 clusters Score -6.264578e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9850 members 
Mstep: Class 3 contains 11538 members 
Mstep: Class 4 contains 38374 members 
Mstep: Class 5 contains 83405 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 92968 members 
Mstep: Class 8 contains 84716 members 
Mstep: Class 9 contains 30680 members 
Mstep: Class 10 contains 3766 members 
Mstep: Class 11 contains 23938 members 
Mstep: Class 12 contains 7790 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3218 members 
Mstep: Class 17 contains 32916 members 
Mstep: Class 18 contains 14076 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 6453 members 
Mstep: Class 21 contains 5823 members 
Mstep: Class 22 contains 43367 members 
Mstep: Class 23 contains 3110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62645812.000000 Penalty: 49153.574219
Iteration 189Q: 24 clusters Score -6.264581e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 9917 members 
Mstep: Class 3 contains 11604 members 
Mstep: Class 4 contains 38428 members 
Mstep: Class 5 contains 83405 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 92899 members 
Mstep: Class 8 contains 84641 members 
Mstep: Class 9 contains 30694 members 
Mstep: Class 10 contains 3768 members 
Mstep: Class 11 contains 23931 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 3204 members 
Mstep: Class 17 contains 32859 members 
Mstep: Class 18 contains 14073 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 6448 members 
Mstep: Class 21 contains 5823 members 
Mstep: Class 22 contains 43368 members 
Mstep: Class 23 contains 3111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62646076.000000 Penalty: 49153.574219
Iteration 190Q: 24 clusters Score -6.264608e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 9975 members 
Mstep: Class 3 contains 11662 members 
Mstep: Class 4 contains 38466 members 
Mstep: Class 5 contains 83407 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 92833 members 
Mstep: Class 8 contains 84562 members 
Mstep: Class 9 contains 30697 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 23937 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3191 members 
Mstep: Class 17 contains 32816 members 
Mstep: Class 18 contains 14073 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 6435 members 
Mstep: Class 21 contains 5825 members 
Mstep: Class 22 contains 43370 members 
Mstep: Class 23 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62646260.000000 Penalty: 49153.574219
Iteration 191Q: 24 clusters Score -6.264626e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 10009 members 
Mstep: Class 3 contains 11717 members 
Mstep: Class 4 contains 38500 members 
Mstep: Class 5 contains 83418 members 
Mstep: Class 6 contains 3556 members 
Mstep: Class 7 contains 92764 members 
Mstep: Class 8 contains 84486 members 
Mstep: Class 9 contains 30710 members 
Mstep: Class 10 contains 3761 members 
Mstep: Class 11 contains 23933 members 
Mstep: Class 12 contains 7798 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3183 members 
Mstep: Class 17 contains 32778 members 
Mstep: Class 18 contains 14074 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 6430 members 
Mstep: Class 21 contains 5824 members 
Mstep: Class 22 contains 43370 members 
Mstep: Class 23 contains 3115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62646496.000000 Penalty: 49153.574219
Iteration 192Q: 24 clusters Score -6.26465e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 10055 members 
Mstep: Class 3 contains 11774 members 
Mstep: Class 4 contains 38510 members 
Mstep: Class 5 contains 83432 members 
Mstep: Class 6 contains 3556 members 
Mstep: Class 7 contains 92709 members 
Mstep: Class 8 contains 84411 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 23923 members 
Mstep: Class 12 contains 7803 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3173 members 
Mstep: Class 17 contains 32742 members 
Mstep: Class 18 contains 14076 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5822 members 
Mstep: Class 22 contains 43372 members 
Mstep: Class 23 contains 3117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62646524.000000 Penalty: 49153.574219
Iteration 193Q: 24 clusters Score -6.264652e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 10094 members 
Mstep: Class 3 contains 11816 members 
Mstep: Class 4 contains 38523 members 
Mstep: Class 5 contains 83442 members 
Mstep: Class 6 contains 3556 members 
Mstep: Class 7 contains 92655 members 
Mstep: Class 8 contains 84340 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 23922 members 
Mstep: Class 12 contains 7803 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3170 members 
Mstep: Class 17 contains 32707 members 
Mstep: Class 18 contains 14078 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 6423 members 
Mstep: Class 21 contains 5826 members 
Mstep: Class 22 contains 43375 members 
Mstep: Class 23 contains 3116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62646736.000000 Penalty: 49153.574219
Iteration 194Q: 24 clusters Score -6.264674e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 10142 members 
Mstep: Class 3 contains 11847 members 
Mstep: Class 4 contains 38526 members 
Mstep: Class 5 contains 83444 members 
Mstep: Class 6 contains 3556 members 
Mstep: Class 7 contains 92593 members 
Mstep: Class 8 contains 84272 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 23920 members 
Mstep: Class 12 contains 7799 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3170 members 
Mstep: Class 17 contains 32679 members 
Mstep: Class 18 contains 14077 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 5833 members 
Mstep: Class 22 contains 43375 members 
Mstep: Class 23 contains 3115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62646812.000000 Penalty: 49153.574219
Iteration 195Q: 24 clusters Score -6.264681e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 10169 members 
Mstep: Class 3 contains 11882 members 
Mstep: Class 4 contains 38526 members 
Mstep: Class 5 contains 83442 members 
Mstep: Class 6 contains 3556 members 
Mstep: Class 7 contains 92529 members 
Mstep: Class 8 contains 84195 members 
Mstep: Class 9 contains 30719 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 23916 members 
Mstep: Class 12 contains 7801 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3168 members 
Mstep: Class 17 contains 32657 members 
Mstep: Class 18 contains 14079 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 6414 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 43377 members 
Mstep: Class 23 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62646840.000000 Penalty: 49153.574219
Iteration 196Q: 24 clusters Score -6.264684e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 10188 members 
Mstep: Class 3 contains 11909 members 
Mstep: Class 4 contains 38527 members 
Mstep: Class 5 contains 83447 members 
Mstep: Class 6 contains 3556 members 
Mstep: Class 7 contains 92480 members 
Mstep: Class 8 contains 84086 members 
Mstep: Class 9 contains 30725 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 23916 members 
Mstep: Class 12 contains 7802 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3167 members 
Mstep: Class 17 contains 32645 members 
Mstep: Class 18 contains 14079 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 6415 members 
Mstep: Class 21 contains 5848 members 
Mstep: Class 22 contains 43378 members 
Mstep: Class 23 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62646856.000000 Penalty: 49153.574219
Iteration 197Q: 24 clusters Score -6.264686e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 10206 members 
Mstep: Class 3 contains 11947 members 
Mstep: Class 4 contains 38532 members 
Mstep: Class 5 contains 83445 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 92409 members 
Mstep: Class 8 contains 84000 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 23916 members 
Mstep: Class 12 contains 7799 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 17 contains 32638 members 
Mstep: Class 18 contains 14079 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 6414 members 
Mstep: Class 21 contains 5849 members 
Mstep: Class 22 contains 43381 members 
Mstep: Class 23 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647072.000000 Penalty: 49153.574219
Iteration 198Q: 24 clusters Score -6.264707e+07 nChanged 289
Entering ConstructFrom: 
Score: -62647072.000000 Penalty: 49153.574219
Entering ConstructFrom: 
Trying to split cluster 1 (11395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Entering Unmasked Estep 
Score: -1441328.625000 Penalty: 1517.901123
	Iteration 0F: 2 clusters Score -1441329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1433278.250000 Penalty: 3035.802246
	Iteration 0F: 3 clusters Score -1433278 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1436038.250000 Penalty: 3035.802246
	Iteration 1F: 3 clusters Score -1436038 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1436343.375000 Penalty: 3035.802246
	Iteration 2F: 3 clusters Score -1436343 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1436613.750000 Penalty: 3035.802246
	Iteration 3F: 3 clusters Score -1436614 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1436919.250000 Penalty: 3035.802246
	Iteration 4Q: 3 clusters Score -1436919 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1437253.125000 Penalty: 3035.802246
	Iteration 5F: 3 clusters Score -1437253 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1437682.000000 Penalty: 3035.802246
	Iteration 6F: 3 clusters Score -1437682 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1438150.125000 Penalty: 3035.802246
	Iteration 7F: 3 clusters Score -1438150 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1438609.625000 Penalty: 3035.802246
	Iteration 8F: 3 clusters Score -1438610 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1439064.500000 Penalty: 3035.802246
	Iteration 9Q: 3 clusters Score -1439064 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1439418.500000 Penalty: 3035.802246
	Iteration 10Q: 3 clusters Score -1439418 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1439706.375000 Penalty: 3035.802246
	Iteration 11Q: 3 clusters Score -1439706 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1439883.750000 Penalty: 3035.802246
	Iteration 12Q: 3 clusters Score -1439884 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1439985.125000 Penalty: 3035.802246
	Iteration 13Q: 3 clusters Score -1439985 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1440058.750000 Penalty: 3035.802246
	Iteration 14Q: 3 clusters Score -1440059 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1440093.750000 Penalty: 3035.802246
	Iteration 15Q: 3 clusters Score -1440094 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1440119.250000 Penalty: 3035.802246
	Iteration 16Q: 3 clusters Score -1440119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1440137.500000 Penalty: 3035.802246
	Iteration 17Q: 3 clusters Score -1440138 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1440151.000000 Penalty: 3035.802246
	Iteration 18Q: 3 clusters Score -1440151 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1440168.500000 Penalty: 3035.802246
	Iteration 19Q: 3 clusters Score -1440168 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1440182.500000 Penalty: 3035.802246
	Iteration 20F: 3 clusters Score -1440182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1440190.250000 Penalty: 3035.802246
	Iteration 21Q: 3 clusters Score -1440190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1440201.500000 Penalty: 3035.802246
	Iteration 22Q: 3 clusters Score -1440202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1440203.625000 Penalty: 3035.802246
	Iteration 23Q: 3 clusters Score -1440204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1440205.375000 Penalty: 3035.802246
	Iteration 24Q: 3 clusters Score -1440205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1440208.000000 Penalty: 3035.802246
	Iteration 25Q: 3 clusters Score -1440208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1440206.125000 Penalty: 3035.802246
	Iteration 26Q: 3 clusters Score -1440206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1440213.125000 Penalty: 3035.802246
	Iteration 27Q: 3 clusters Score -1440213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1440214.875000 Penalty: 3035.802246
	Iteration 28Q: 3 clusters Score -1440215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1440221.375000 Penalty: 3035.802246
	Iteration 29Q: 3 clusters Score -1440221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1440225.000000 Penalty: 3035.802246
	Iteration 30Q: 3 clusters Score -1440225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1440228.000000 Penalty: 3035.802246
	Iteration 31Q: 3 clusters Score -1440228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1440233.250000 Penalty: 3035.802246
	Iteration 32Q: 3 clusters Score -1440233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1440239.375000 Penalty: 3035.802246
	Iteration 33Q: 3 clusters Score -1440239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1440238.875000 Penalty: 3035.802246
	Iteration 34Q: 3 clusters Score -1440239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1440242.125000 Penalty: 3035.802246
	Iteration 35Q: 3 clusters Score -1440242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1440246.125000 Penalty: 3035.802246
	Iteration 36Q: 3 clusters Score -1440246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1440245.375000 Penalty: 3035.802246
	Iteration 37Q: 3 clusters Score -1440245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1440247.000000 Penalty: 3035.802246
	Iteration 38Q: 3 clusters Score -1440247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1440251.375000 Penalty: 3035.802246
	Iteration 39Q: 3 clusters Score -1440251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1440254.750000 Penalty: 3035.802246
	Iteration 40F: 3 clusters Score -1440255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1440254.375000 Penalty: 3035.802246
	Iteration 41Q: 3 clusters Score -1440254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1440260.750000 Penalty: 3035.802246
	Iteration 42Q: 3 clusters Score -1440261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1440262.125000 Penalty: 3035.802246
	Iteration 43Q: 3 clusters Score -1440262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1440260.750000 Penalty: 3035.802246
	Iteration 44Q: 3 clusters Score -1440261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1440265.750000 Penalty: 3035.802246
	Iteration 45Q: 3 clusters Score -1440266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1440269.500000 Penalty: 3035.802246
	Iteration 46Q: 3 clusters Score -1440270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1440269.000000 Penalty: 3035.802246
	Iteration 47Q: 3 clusters Score -1440269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1440271.875000 Penalty: 3035.802246
	Iteration 48Q: 3 clusters Score -1440272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1440272.500000 Penalty: 3035.802246
	Iteration 49Q: 3 clusters Score -1440272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1440273.250000 Penalty: 3035.802246
	Iteration 50Q: 3 clusters Score -1440273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1440277.000000 Penalty: 3035.802246
	Iteration 51Q: 3 clusters Score -1440277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1440275.125000 Penalty: 3035.802246
	Iteration 52Q: 3 clusters Score -1440275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1440274.500000 Penalty: 3035.802246
	Iteration 53Q: 3 clusters Score -1440274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1440274.500000 Penalty: 3035.802246
	Iteration 54Q: 3 clusters Score -1440274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1440275.375000 Penalty: 3035.802246
	Iteration 55Q: 3 clusters Score -1440275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1440275.125000 Penalty: 3035.802246
	Iteration 56Q: 3 clusters Score -1440275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1440277.125000 Penalty: 3035.802246
	Iteration 57Q: 3 clusters Score -1440277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1440277.500000 Penalty: 3035.802246
	Iteration 58Q: 3 clusters Score -1440278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1440283.750000 Penalty: 3035.802246
	Iteration 59Q: 3 clusters Score -1440284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1440285.875000 Penalty: 3035.802246
	Iteration 60F: 3 clusters Score -1440286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1440280.250000 Penalty: 3035.802246
	Iteration 61Q: 3 clusters Score -1440280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1440283.375000 Penalty: 3035.802246
	Iteration 62Q: 3 clusters Score -1440283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1440282.000000 Penalty: 3035.802246
	Iteration 63Q: 3 clusters Score -1440282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1440287.000000 Penalty: 3035.802246
	Iteration 64Q: 3 clusters Score -1440287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1440285.750000 Penalty: 3035.802246
	Iteration 65Q: 3 clusters Score -1440286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1440287.625000 Penalty: 3035.802246
	Iteration 66Q: 3 clusters Score -1440288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1440288.125000 Penalty: 3035.802246
	Iteration 67Q: 3 clusters Score -1440288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1440291.625000 Penalty: 3035.802246
	Iteration 68Q: 3 clusters Score -1440292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1440288.875000 Penalty: 3035.802246
	Iteration 69Q: 3 clusters Score -1440289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1440288.625000 Penalty: 3035.802246
	Iteration 70Q: 3 clusters Score -1440289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1440291.000000 Penalty: 3035.802246
	Iteration 71Q: 3 clusters Score -1440291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1440290.625000 Penalty: 3035.802246
	Iteration 72Q: 3 clusters Score -1440291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1440291.375000 Penalty: 3035.802246
	Iteration 73Q: 3 clusters Score -1440291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1440291.375000 Penalty: 3035.802246
	Iteration 74F: 3 clusters Score -1440291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Entering Unmasked Estep 
Score: -1290179.500000 Penalty: 1500.136963
	Iteration 0F: 2 clusters Score -1290180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1282872.125000 Penalty: 3000.273926
	Iteration 0F: 3 clusters Score -1282872 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1285313.125000 Penalty: 3000.273926
	Iteration 1F: 3 clusters Score -1285313 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1285594.625000 Penalty: 3000.273926
	Iteration 2F: 3 clusters Score -1285595 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1285844.250000 Penalty: 3000.273926
	Iteration 3F: 3 clusters Score -1285844 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1286052.000000 Penalty: 3000.273926
	Iteration 4Q: 3 clusters Score -1286052 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1286234.750000 Penalty: 3000.273926
	Iteration 5Q: 3 clusters Score -1286235 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1286403.625000 Penalty: 3000.273926
	Iteration 6Q: 3 clusters Score -1286404 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1286626.375000 Penalty: 3000.273926
	Iteration 7Q: 3 clusters Score -1286626 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1286931.000000 Penalty: 3000.273926
	Iteration 8Q: 3 clusters Score -1286931 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1287296.125000 Penalty: 3000.273926
	Iteration 9Q: 3 clusters Score -1287296 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1287664.750000 Penalty: 3000.273926
	Iteration 10Q: 3 clusters Score -1287665 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1287993.500000 Penalty: 3000.273926
	Iteration 11Q: 3 clusters Score -1287994 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1288215.750000 Penalty: 3000.273926
	Iteration 12Q: 3 clusters Score -1288216 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1288365.875000 Penalty: 3000.273926
	Iteration 13Q: 3 clusters Score -1288366 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1288489.250000 Penalty: 3000.273926
	Iteration 14Q: 3 clusters Score -1288489 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1288588.750000 Penalty: 3000.273926
	Iteration 15Q: 3 clusters Score -1288589 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1288660.625000 Penalty: 3000.273926
	Iteration 16Q: 3 clusters Score -1288661 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1288718.500000 Penalty: 3000.273926
	Iteration 17Q: 3 clusters Score -1288718 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1288761.625000 Penalty: 3000.273926
	Iteration 18Q: 3 clusters Score -1288762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1288801.875000 Penalty: 3000.273926
	Iteration 19Q: 3 clusters Score -1288802 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1288833.750000 Penalty: 3000.273926
	Iteration 20F: 3 clusters Score -1288834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1288852.625000 Penalty: 3000.273926
	Iteration 21Q: 3 clusters Score -1288853 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1288868.375000 Penalty: 3000.273926
	Iteration 22Q: 3 clusters Score -1288868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1288883.000000 Penalty: 3000.273926
	Iteration 23Q: 3 clusters Score -1288883 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1288897.375000 Penalty: 3000.273926
	Iteration 24Q: 3 clusters Score -1288897 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1288911.125000 Penalty: 3000.273926
	Iteration 25Q: 3 clusters Score -1288911 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1288917.000000 Penalty: 3000.273926
	Iteration 26Q: 3 clusters Score -1288917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1288928.000000 Penalty: 3000.273926
	Iteration 27Q: 3 clusters Score -1288928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1288938.875000 Penalty: 3000.273926
	Iteration 28Q: 3 clusters Score -1288939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1288944.500000 Penalty: 3000.273926
	Iteration 29Q: 3 clusters Score -1288944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1288947.250000 Penalty: 3000.273926
	Iteration 30Q: 3 clusters Score -1288947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1288955.500000 Penalty: 3000.273926
	Iteration 31Q: 3 clusters Score -1288956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1288966.500000 Penalty: 3000.273926
	Iteration 32Q: 3 clusters Score -1288966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1288971.625000 Penalty: 3000.273926
	Iteration 33Q: 3 clusters Score -1288972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1288979.750000 Penalty: 3000.273926
	Iteration 34Q: 3 clusters Score -1288980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1288985.750000 Penalty: 3000.273926
	Iteration 35Q: 3 clusters Score -1288986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1288988.250000 Penalty: 3000.273926
	Iteration 36Q: 3 clusters Score -1288988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1288988.250000 Penalty: 3000.273926
	Iteration 37Q: 3 clusters Score -1288988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1288990.250000 Penalty: 3000.273926
	Iteration 38Q: 3 clusters Score -1288990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1288994.875000 Penalty: 3000.273926
	Iteration 39Q: 3 clusters Score -1288995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1288993.500000 Penalty: 3000.273926
	Iteration 40F: 3 clusters Score -1288994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1288994.000000 Penalty: 3000.273926
	Iteration 41Q: 3 clusters Score -1288994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1288996.625000 Penalty: 3000.273926
	Iteration 42Q: 3 clusters Score -1288997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1288996.375000 Penalty: 3000.273926
	Iteration 43Q: 3 clusters Score -1288996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1288996.500000 Penalty: 3000.273926
	Iteration 44Q: 3 clusters Score -1288996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1288994.875000 Penalty: 3000.273926
	Iteration 45Q: 3 clusters Score -1288995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1288993.625000 Penalty: 3000.273926
	Iteration 46Q: 3 clusters Score -1288994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1288994.625000 Penalty: 3000.273926
	Iteration 47Q: 3 clusters Score -1288995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1288996.375000 Penalty: 3000.273926
	Iteration 48Q: 3 clusters Score -1288996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1288995.375000 Penalty: 3000.273926
	Iteration 49Q: 3 clusters Score -1288995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1288996.250000 Penalty: 3000.273926
	Iteration 50Q: 3 clusters Score -1288996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1288996.250000 Penalty: 3000.273926
	Iteration 51F: 3 clusters Score -1288996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Entering Unmasked Estep 
Score: -1485508.375000 Penalty: 1525.873657
	Iteration 0F: 2 clusters Score -1485508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1477075.375000 Penalty: 3051.747314
	Iteration 0F: 3 clusters Score -1477075 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1479948.250000 Penalty: 3051.747314
	Iteration 1F: 3 clusters Score -1479948 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1480313.000000 Penalty: 3051.747314
	Iteration 2F: 3 clusters Score -1480313 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1480727.375000 Penalty: 3051.747314
	Iteration 3F: 3 clusters Score -1480727 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1481219.625000 Penalty: 3051.747314
	Iteration 4F: 3 clusters Score -1481220 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1481817.375000 Penalty: 3051.747314
	Iteration 5F: 3 clusters Score -1481817 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1482409.375000 Penalty: 3051.747314
	Iteration 6F: 3 clusters Score -1482409 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1482909.000000 Penalty: 3051.747314
	Iteration 7F: 3 clusters Score -1482909 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1483242.500000 Penalty: 3051.747314
	Iteration 8Q: 3 clusters Score -1483242 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1483423.250000 Penalty: 3051.747314
	Iteration 9Q: 3 clusters Score -1483423 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1483525.500000 Penalty: 3051.747314
	Iteration 10Q: 3 clusters Score -1483526 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1483606.250000 Penalty: 3051.747314
	Iteration 11Q: 3 clusters Score -1483606 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1483672.000000 Penalty: 3051.747314
	Iteration 12Q: 3 clusters Score -1483672 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1483723.000000 Penalty: 3051.747314
	Iteration 13Q: 3 clusters Score -1483723 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1483758.500000 Penalty: 3051.747314
	Iteration 14Q: 3 clusters Score -1483758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1483775.375000 Penalty: 3051.747314
	Iteration 15Q: 3 clusters Score -1483775 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1483795.250000 Penalty: 3051.747314
	Iteration 16Q: 3 clusters Score -1483795 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1483817.125000 Penalty: 3051.747314
	Iteration 17Q: 3 clusters Score -1483817 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1483831.750000 Penalty: 3051.747314
	Iteration 18Q: 3 clusters Score -1483832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1483839.375000 Penalty: 3051.747314
	Iteration 19Q: 3 clusters Score -1483839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1483851.000000 Penalty: 3051.747314
	Iteration 20F: 3 clusters Score -1483851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1483856.625000 Penalty: 3051.747314
	Iteration 21Q: 3 clusters Score -1483857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1483873.250000 Penalty: 3051.747314
	Iteration 22Q: 3 clusters Score -1483873 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1483882.875000 Penalty: 3051.747314
	Iteration 23Q: 3 clusters Score -1483883 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1483897.250000 Penalty: 3051.747314
	Iteration 24Q: 3 clusters Score -1483897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1483906.125000 Penalty: 3051.747314
	Iteration 25Q: 3 clusters Score -1483906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1483915.625000 Penalty: 3051.747314
	Iteration 26Q: 3 clusters Score -1483916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1483921.625000 Penalty: 3051.747314
	Iteration 27Q: 3 clusters Score -1483922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1483932.125000 Penalty: 3051.747314
	Iteration 28Q: 3 clusters Score -1483932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1483935.250000 Penalty: 3051.747314
	Iteration 29Q: 3 clusters Score -1483935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1483943.750000 Penalty: 3051.747314
	Iteration 30Q: 3 clusters Score -1483944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1483947.250000 Penalty: 3051.747314
	Iteration 31Q: 3 clusters Score -1483947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1483953.375000 Penalty: 3051.747314
	Iteration 32Q: 3 clusters Score -1483953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1483959.125000 Penalty: 3051.747314
	Iteration 33Q: 3 clusters Score -1483959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1483968.000000 Penalty: 3051.747314
	Iteration 34Q: 3 clusters Score -1483968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1483974.250000 Penalty: 3051.747314
	Iteration 35Q: 3 clusters Score -1483974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1483983.375000 Penalty: 3051.747314
	Iteration 36Q: 3 clusters Score -1483983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1483986.625000 Penalty: 3051.747314
	Iteration 37Q: 3 clusters Score -1483987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1483998.500000 Penalty: 3051.747314
	Iteration 38Q: 3 clusters Score -1483998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1484004.625000 Penalty: 3051.747314
	Iteration 39Q: 3 clusters Score -1484005 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1484016.500000 Penalty: 3051.747314
	Iteration 40F: 3 clusters Score -1484016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1484021.250000 Penalty: 3051.747314
	Iteration 41Q: 3 clusters Score -1484021 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1484025.125000 Penalty: 3051.747314
	Iteration 42Q: 3 clusters Score -1484025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1484038.125000 Penalty: 3051.747314
	Iteration 43Q: 3 clusters Score -1484038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1484046.000000 Penalty: 3051.747314
	Iteration 44Q: 3 clusters Score -1484046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1484054.125000 Penalty: 3051.747314
	Iteration 45Q: 3 clusters Score -1484054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1484063.500000 Penalty: 3051.747314
	Iteration 46Q: 3 clusters Score -1484064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1484070.875000 Penalty: 3051.747314
	Iteration 47Q: 3 clusters Score -1484071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1484076.625000 Penalty: 3051.747314
	Iteration 48Q: 3 clusters Score -1484077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1484085.500000 Penalty: 3051.747314
	Iteration 49Q: 3 clusters Score -1484086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1484091.250000 Penalty: 3051.747314
	Iteration 50Q: 3 clusters Score -1484091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1484090.625000 Penalty: 3051.747314
	Iteration 51Q: 3 clusters Score -1484091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1484098.000000 Penalty: 3051.747314
	Iteration 52Q: 3 clusters Score -1484098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1484099.250000 Penalty: 3051.747314
	Iteration 53Q: 3 clusters Score -1484099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1484099.625000 Penalty: 3051.747314
	Iteration 54Q: 3 clusters Score -1484100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1484102.000000 Penalty: 3051.747314
	Iteration 55Q: 3 clusters Score -1484102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1484101.125000 Penalty: 3051.747314
	Iteration 56Q: 3 clusters Score -1484101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1484104.250000 Penalty: 3051.747314
	Iteration 57Q: 3 clusters Score -1484104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1484105.000000 Penalty: 3051.747314
	Iteration 58Q: 3 clusters Score -1484105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1484104.000000 Penalty: 3051.747314
	Iteration 59Q: 3 clusters Score -1484104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1484109.625000 Penalty: 3051.747314
	Iteration 60F: 3 clusters Score -1484110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1484112.250000 Penalty: 3051.747314
	Iteration 61Q: 3 clusters Score -1484112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1484113.375000 Penalty: 3051.747314
	Iteration 62Q: 3 clusters Score -1484113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1484115.250000 Penalty: 3051.747314
	Iteration 63Q: 3 clusters Score -1484115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1484118.250000 Penalty: 3051.747314
	Iteration 64Q: 3 clusters Score -1484118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1484116.000000 Penalty: 3051.747314
	Iteration 65Q: 3 clusters Score -1484116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1484121.125000 Penalty: 3051.747314
	Iteration 66Q: 3 clusters Score -1484121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1484121.875000 Penalty: 3051.747314
	Iteration 67Q: 3 clusters Score -1484122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1484125.750000 Penalty: 3051.747314
	Iteration 68Q: 3 clusters Score -1484126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1484131.500000 Penalty: 3051.747314
	Iteration 69Q: 3 clusters Score -1484132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1484132.875000 Penalty: 3051.747314
	Iteration 70Q: 3 clusters Score -1484133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1484136.125000 Penalty: 3051.747314
	Iteration 71Q: 3 clusters Score -1484136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1484141.250000 Penalty: 3051.747314
	Iteration 72Q: 3 clusters Score -1484141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1484147.625000 Penalty: 3051.747314
	Iteration 73Q: 3 clusters Score -1484148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1484157.500000 Penalty: 3051.747314
	Iteration 74Q: 3 clusters Score -1484158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1484160.000000 Penalty: 3051.747314
	Iteration 75Q: 3 clusters Score -1484160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1484167.875000 Penalty: 3051.747314
	Iteration 76Q: 3 clusters Score -1484168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1484170.000000 Penalty: 3051.747314
	Iteration 77Q: 3 clusters Score -1484170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1484172.750000 Penalty: 3051.747314
	Iteration 78Q: 3 clusters Score -1484173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1484176.375000 Penalty: 3051.747314
	Iteration 79Q: 3 clusters Score -1484176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1484180.000000 Penalty: 3051.747314
	Iteration 80F: 3 clusters Score -1484180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1484182.375000 Penalty: 3051.747314
	Iteration 81Q: 3 clusters Score -1484182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1484183.500000 Penalty: 3051.747314
	Iteration 82Q: 3 clusters Score -1484184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1484183.125000 Penalty: 3051.747314
	Iteration 83Q: 3 clusters Score -1484183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1484185.000000 Penalty: 3051.747314
	Iteration 84Q: 3 clusters Score -1484185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1484190.625000 Penalty: 3051.747314
	Iteration 85Q: 3 clusters Score -1484191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1484194.125000 Penalty: 3051.747314
	Iteration 86Q: 3 clusters Score -1484194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1484194.375000 Penalty: 3051.747314
	Iteration 87Q: 3 clusters Score -1484194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1484193.625000 Penalty: 3051.747314
	Iteration 88Q: 3 clusters Score -1484194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1484198.750000 Penalty: 3051.747314
	Iteration 89Q: 3 clusters Score -1484199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1484201.000000 Penalty: 3051.747314
	Iteration 90Q: 3 clusters Score -1484201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1484206.500000 Penalty: 3051.747314
	Iteration 91Q: 3 clusters Score -1484206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1484208.375000 Penalty: 3051.747314
	Iteration 92Q: 3 clusters Score -1484208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1484214.750000 Penalty: 3051.747314
	Iteration 93Q: 3 clusters Score -1484215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1484215.250000 Penalty: 3051.747314
	Iteration 94Q: 3 clusters Score -1484215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1484222.250000 Penalty: 3051.747314
	Iteration 95Q: 3 clusters Score -1484222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1484223.000000 Penalty: 3051.747314
	Iteration 96Q: 3 clusters Score -1484223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1484226.625000 Penalty: 3051.747314
	Iteration 97Q: 3 clusters Score -1484227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1484229.125000 Penalty: 3051.747314
	Iteration 98Q: 3 clusters Score -1484229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1484231.250000 Penalty: 3051.747314
	Iteration 99Q: 3 clusters Score -1484231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1484234.500000 Penalty: 3051.747314
	Iteration 100F: 3 clusters Score -1484234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1484232.250000 Penalty: 3051.747314
	Iteration 101Q: 3 clusters Score -1484232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1484238.750000 Penalty: 3051.747314
	Iteration 102Q: 3 clusters Score -1484239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1484237.125000 Penalty: 3051.747314
	Iteration 103Q: 3 clusters Score -1484237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1484237.375000 Penalty: 3051.747314
	Iteration 104Q: 3 clusters Score -1484237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1484241.125000 Penalty: 3051.747314
	Iteration 105Q: 3 clusters Score -1484241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1484238.500000 Penalty: 3051.747314
	Iteration 106Q: 3 clusters Score -1484238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1484243.125000 Penalty: 3051.747314
	Iteration 107Q: 3 clusters Score -1484243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1484245.375000 Penalty: 3051.747314
	Iteration 108Q: 3 clusters Score -1484245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1484250.000000 Penalty: 3051.747314
	Iteration 109Q: 3 clusters Score -1484250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1484254.000000 Penalty: 3051.747314
	Iteration 110Q: 3 clusters Score -1484254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1484258.375000 Penalty: 3051.747314
	Iteration 111Q: 3 clusters Score -1484258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1484259.250000 Penalty: 3051.747314
	Iteration 112Q: 3 clusters Score -1484259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1484266.375000 Penalty: 3051.747314
	Iteration 113Q: 3 clusters Score -1484266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1484269.125000 Penalty: 3051.747314
	Iteration 114Q: 3 clusters Score -1484269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1484270.500000 Penalty: 3051.747314
	Iteration 115Q: 3 clusters Score -1484270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1484270.500000 Penalty: 3051.747314
	Iteration 116F: 3 clusters Score -1484270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Entering Unmasked Estep 
Score: -4890688.500000 Penalty: 1715.864624
	Iteration 0F: 2 clusters Score -4890688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -4864748.500000 Penalty: 3431.729248
	Iteration 0F: 3 clusters Score -4864748 nChanged 17972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4874830.000000 Penalty: 3431.729248
	Iteration 1F: 3 clusters Score -4874830 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -4875276.500000 Penalty: 3431.729248
	Iteration 2Q: 3 clusters Score -4875276 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -4875741.500000 Penalty: 3431.729248
	Iteration 3Q: 3 clusters Score -4875742 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4876262.500000 Penalty: 3431.729248
	Iteration 4Q: 3 clusters Score -4876262 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -4876984.000000 Penalty: 3431.729248
	Iteration 5Q: 3 clusters Score -4876984 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -4877916.500000 Penalty: 3431.729248
	Iteration 6Q: 3 clusters Score -4877916 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -4879166.500000 Penalty: 3431.729248
	Iteration 7F: 3 clusters Score -4879166 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -4880571.500000 Penalty: 3431.729248
	Iteration 8F: 3 clusters Score -4880572 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -4881980.500000 Penalty: 3431.729248
	Iteration 9F: 3 clusters Score -4881980 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -4883314.500000 Penalty: 3431.729248
	Iteration 10F: 3 clusters Score -4883314 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -4884326.500000 Penalty: 3431.729248
	Iteration 11Q: 3 clusters Score -4884326 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4885102.500000 Penalty: 3431.729248
	Iteration 12Q: 3 clusters Score -4885102 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -4885755.000000 Penalty: 3431.729248
	Iteration 13Q: 3 clusters Score -4885755 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4886326.000000 Penalty: 3431.729248
	Iteration 14Q: 3 clusters Score -4886326 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -4886905.000000 Penalty: 3431.729248
	Iteration 15Q: 3 clusters Score -4886905 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -4887345.500000 Penalty: 3431.729248
	Iteration 16Q: 3 clusters Score -4887346 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -4887711.500000 Penalty: 3431.729248
	Iteration 17Q: 3 clusters Score -4887712 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4888017.000000 Penalty: 3431.729248
	Iteration 18Q: 3 clusters Score -4888017 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -4888325.000000 Penalty: 3431.729248
	Iteration 19Q: 3 clusters Score -4888325 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -4888580.500000 Penalty: 3431.729248
	Iteration 20F: 3 clusters Score -4888580 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -4888793.500000 Penalty: 3431.729248
	Iteration 21Q: 3 clusters Score -4888794 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -4888938.000000 Penalty: 3431.729248
	Iteration 22Q: 3 clusters Score -4888938 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -4889065.500000 Penalty: 3431.729248
	Iteration 23Q: 3 clusters Score -4889066 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -4889156.000000 Penalty: 3431.729248
	Iteration 24Q: 3 clusters Score -4889156 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -4889188.500000 Penalty: 3431.729248
	Iteration 25Q: 3 clusters Score -4889188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -4889208.500000 Penalty: 3431.729248
	Iteration 26Q: 3 clusters Score -4889208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -4889229.500000 Penalty: 3431.729248
	Iteration 27Q: 3 clusters Score -4889230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -4889246.000000 Penalty: 3431.729248
	Iteration 28Q: 3 clusters Score -4889246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -4889270.000000 Penalty: 3431.729248
	Iteration 29Q: 3 clusters Score -4889270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -4889278.000000 Penalty: 3431.729248
	Iteration 30Q: 3 clusters Score -4889278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -4889305.500000 Penalty: 3431.729248
	Iteration 31Q: 3 clusters Score -4889306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -4889318.000000 Penalty: 3431.729248
	Iteration 32Q: 3 clusters Score -4889318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -4889338.000000 Penalty: 3431.729248
	Iteration 33Q: 3 clusters Score -4889338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -4889344.500000 Penalty: 3431.729248
	Iteration 34Q: 3 clusters Score -4889344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -4889364.500000 Penalty: 3431.729248
	Iteration 35Q: 3 clusters Score -4889364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -4889362.500000 Penalty: 3431.729248
	Iteration 36Q: 3 clusters Score -4889362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4889372.500000 Penalty: 3431.729248
	Iteration 37Q: 3 clusters Score -4889372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -4889372.500000 Penalty: 3431.729248
	Iteration 38Q: 3 clusters Score -4889372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -4889373.500000 Penalty: 3431.729248
	Iteration 39Q: 3 clusters Score -4889374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -4889377.000000 Penalty: 3431.729248
	Iteration 40F: 3 clusters Score -4889377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4889372.500000 Penalty: 3431.729248
	Iteration 41Q: 3 clusters Score -4889372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -4889371.500000 Penalty: 3431.729248
	Iteration 42Q: 3 clusters Score -4889372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -4889375.000000 Penalty: 3431.729248
	Iteration 43Q: 3 clusters Score -4889375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4889376.000000 Penalty: 3431.729248
	Iteration 44Q: 3 clusters Score -4889376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4889377.500000 Penalty: 3431.729248
	Iteration 45Q: 3 clusters Score -4889378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4889381.500000 Penalty: 3431.729248
	Iteration 46Q: 3 clusters Score -4889382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -4889381.000000 Penalty: 3431.729248
	Iteration 47Q: 3 clusters Score -4889381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -4889383.500000 Penalty: 3431.729248
	Iteration 48Q: 3 clusters Score -4889384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -4889387.000000 Penalty: 3431.729248
	Iteration 49Q: 3 clusters Score -4889387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -4889393.000000 Penalty: 3431.729248
	Iteration 50Q: 3 clusters Score -4889393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -4889392.000000 Penalty: 3431.729248
	Iteration 51Q: 3 clusters Score -4889392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -4889389.500000 Penalty: 3431.729248
	Iteration 52Q: 3 clusters Score -4889390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -4889393.500000 Penalty: 3431.729248
	Iteration 53Q: 3 clusters Score -4889394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -4889392.500000 Penalty: 3431.729248
	Iteration 54Q: 3 clusters Score -4889392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -4889391.000000 Penalty: 3431.729248
	Iteration 55Q: 3 clusters Score -4889391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -4889391.000000 Penalty: 3431.729248
	Iteration 56F: 3 clusters Score -4889391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (83445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Entering Unmasked Estep 
Score: -10308464.000000 Penalty: 1841.440674
	Iteration 0F: 2 clusters Score -1.030846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -10257052.000000 Penalty: 3682.881348
	Iteration 0F: 3 clusters Score -1.025705e+07 nChanged 39872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -10280170.000000 Penalty: 3682.881348
	Iteration 1F: 3 clusters Score -1.028017e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -10281055.000000 Penalty: 3682.881348
	Iteration 2Q: 3 clusters Score -1.028106e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -10282330.000000 Penalty: 3682.881348
	Iteration 3Q: 3 clusters Score -1.028233e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -10284702.000000 Penalty: 3682.881348
	Iteration 4F: 3 clusters Score -1.02847e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -10288639.000000 Penalty: 3682.881348
	Iteration 5F: 3 clusters Score -1.028864e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -10293794.000000 Penalty: 3682.881348
	Iteration 6F: 3 clusters Score -1.029379e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
Score: -10299077.000000 Penalty: 3682.881348
	Iteration 7F: 3 clusters Score -1.029908e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -10302940.000000 Penalty: 3682.881348
	Iteration 8F: 3 clusters Score -1.030294e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -10305150.000000 Penalty: 3682.881348
	Iteration 9Q: 3 clusters Score -1.030515e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 82335 members 
Entering Unmasked Estep 
Score: -10306321.000000 Penalty: 3682.881348
	Iteration 10Q: 3 clusters Score -1.030632e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -10306786.000000 Penalty: 3682.881348
	Iteration 11Q: 3 clusters Score -1.030679e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -10306935.000000 Penalty: 3682.881348
	Iteration 12Q: 3 clusters Score -1.030694e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -10307043.000000 Penalty: 3682.881348
	Iteration 13Q: 3 clusters Score -1.030704e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 83083 members 
Entering Unmasked Estep 
Score: -10307115.000000 Penalty: 3682.881348
	Iteration 14Q: 3 clusters Score -1.030712e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 83100 members 
Entering Unmasked Estep 
Score: -10307157.000000 Penalty: 3682.881348
	Iteration 15Q: 3 clusters Score -1.030716e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 83115 members 
Entering Unmasked Estep 
Score: -10307198.000000 Penalty: 3682.881348
	Iteration 16Q: 3 clusters Score -1.03072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -10307208.000000 Penalty: 3682.881348
	Iteration 17Q: 3 clusters Score -1.030721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -10307235.000000 Penalty: 3682.881348
	Iteration 18Q: 3 clusters Score -1.030724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -10307243.000000 Penalty: 3682.881348
	Iteration 19Q: 3 clusters Score -1.030724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -10307250.000000 Penalty: 3682.881348
	Iteration 20F: 3 clusters Score -1.030725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -10307256.000000 Penalty: 3682.881348
	Iteration 21Q: 3 clusters Score -1.030726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -10307263.000000 Penalty: 3682.881348
	Iteration 22Q: 3 clusters Score -1.030726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -10307264.000000 Penalty: 3682.881348
	Iteration 23Q: 3 clusters Score -1.030726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -10307284.000000 Penalty: 3682.881348
	Iteration 24Q: 3 clusters Score -1.030728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -10307287.000000 Penalty: 3682.881348
	Iteration 25Q: 3 clusters Score -1.030729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -10307284.000000 Penalty: 3682.881348
	Iteration 26Q: 3 clusters Score -1.030728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 83132 members 
Entering Unmasked Estep 
Score: -10307288.000000 Penalty: 3682.881348
	Iteration 27Q: 3 clusters Score -1.030729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -10307297.000000 Penalty: 3682.881348
	Iteration 28Q: 3 clusters Score -1.03073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -10307295.000000 Penalty: 3682.881348
	Iteration 29Q: 3 clusters Score -1.03073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -10307305.000000 Penalty: 3682.881348
	Iteration 30Q: 3 clusters Score -1.03073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -10307304.000000 Penalty: 3682.881348
	Iteration 31Q: 3 clusters Score -1.03073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -10307306.000000 Penalty: 3682.881348
	Iteration 32Q: 3 clusters Score -1.030731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -10307306.000000 Penalty: 3682.881348
	Iteration 33Q: 3 clusters Score -1.030731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -10307308.000000 Penalty: 3682.881348
	Iteration 34Q: 3 clusters Score -1.030731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -10307309.000000 Penalty: 3682.881348
	Iteration 35Q: 3 clusters Score -1.030731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -10307309.000000 Penalty: 3682.881348
	Iteration 36F: 3 clusters Score -1.030731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Entering Unmasked Estep 
Score: -429106.968750 Penalty: 1328.709351
	Iteration 0F: 2 clusters Score -429107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -426034.312500 Penalty: 2657.418701
	Iteration 0F: 3 clusters Score -426034.3 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -426766.250000 Penalty: 2657.418701
	Iteration 1F: 3 clusters Score -426766.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -426908.000000 Penalty: 2657.418701
	Iteration 2F: 3 clusters Score -426908 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -426992.156250 Penalty: 2657.418701
	Iteration 3Q: 3 clusters Score -426992.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -427057.937500 Penalty: 2657.418701
	Iteration 4Q: 3 clusters Score -427057.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -427123.781250 Penalty: 2657.418701
	Iteration 5Q: 3 clusters Score -427123.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -427170.281250 Penalty: 2657.418701
	Iteration 6Q: 3 clusters Score -427170.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -427209.593750 Penalty: 2657.418701
	Iteration 7Q: 3 clusters Score -427209.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -427243.843750 Penalty: 2657.418701
	Iteration 8Q: 3 clusters Score -427243.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -427276.781250 Penalty: 2657.418701
	Iteration 9Q: 3 clusters Score -427276.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -427316.218750 Penalty: 2657.418701
	Iteration 10Q: 3 clusters Score -427316.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -427350.062500 Penalty: 2657.418701
	Iteration 11Q: 3 clusters Score -427350.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -427372.187500 Penalty: 2657.418701
	Iteration 12Q: 3 clusters Score -427372.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -427396.468750 Penalty: 2657.418701
	Iteration 13Q: 3 clusters Score -427396.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -427417.531250 Penalty: 2657.418701
	Iteration 14Q: 3 clusters Score -427417.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -427434.718750 Penalty: 2657.418701
	Iteration 15Q: 3 clusters Score -427434.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -427459.531250 Penalty: 2657.418701
	Iteration 16Q: 3 clusters Score -427459.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -427486.187500 Penalty: 2657.418701
	Iteration 17Q: 3 clusters Score -427486.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -427506.718750 Penalty: 2657.418701
	Iteration 18Q: 3 clusters Score -427506.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -427523.406250 Penalty: 2657.418701
	Iteration 19Q: 3 clusters Score -427523.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -427537.250000 Penalty: 2657.418701
	Iteration 20F: 3 clusters Score -427537.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -427550.125000 Penalty: 2657.418701
	Iteration 21Q: 3 clusters Score -427550.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -427561.593750 Penalty: 2657.418701
	Iteration 22Q: 3 clusters Score -427561.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -427571.125000 Penalty: 2657.418701
	Iteration 23Q: 3 clusters Score -427571.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -427583.343750 Penalty: 2657.418701
	Iteration 24Q: 3 clusters Score -427583.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -427591.343750 Penalty: 2657.418701
	Iteration 25Q: 3 clusters Score -427591.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -427602.468750 Penalty: 2657.418701
	Iteration 26Q: 3 clusters Score -427602.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -427613.656250 Penalty: 2657.418701
	Iteration 27Q: 3 clusters Score -427613.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -427624.875000 Penalty: 2657.418701
	Iteration 28Q: 3 clusters Score -427624.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -427633.531250 Penalty: 2657.418701
	Iteration 29Q: 3 clusters Score -427633.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -427645.812500 Penalty: 2657.418701
	Iteration 30Q: 3 clusters Score -427645.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -427662.437500 Penalty: 2657.418701
	Iteration 31Q: 3 clusters Score -427662.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -427673.906250 Penalty: 2657.418701
	Iteration 32Q: 3 clusters Score -427673.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -427679.562500 Penalty: 2657.418701
	Iteration 33Q: 3 clusters Score -427679.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -427686.468750 Penalty: 2657.418701
	Iteration 34Q: 3 clusters Score -427686.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -427690.562500 Penalty: 2657.418701
	Iteration 35Q: 3 clusters Score -427690.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -427695.156250 Penalty: 2657.418701
	Iteration 36Q: 3 clusters Score -427695.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -427698.062500 Penalty: 2657.418701
	Iteration 37Q: 3 clusters Score -427698.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -427700.218750 Penalty: 2657.418701
	Iteration 38Q: 3 clusters Score -427700.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -427701.437500 Penalty: 2657.418701
	Iteration 39Q: 3 clusters Score -427701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -427702.281250 Penalty: 2657.418701
	Iteration 40F: 3 clusters Score -427702.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -427703.093750 Penalty: 2657.418701
	Iteration 41Q: 3 clusters Score -427703.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -427705.906250 Penalty: 2657.418701
	Iteration 42Q: 3 clusters Score -427705.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -427706.468750 Penalty: 2657.418701
	Iteration 43Q: 3 clusters Score -427706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -427706.312500 Penalty: 2657.418701
	Iteration 44Q: 3 clusters Score -427706.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -427706.312500 Penalty: 2657.418701
	Iteration 45F: 3 clusters Score -427706.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (92365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92365 members 
Entering Unmasked Estep 
Score: -11441650.000000 Penalty: 1857.944214
	Iteration 0F: 2 clusters Score -1.144165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -11389985.000000 Penalty: 3715.888428
	Iteration 0F: 3 clusters Score -1.138998e+07 nChanged 44050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -11415731.000000 Penalty: 3715.888428
	Iteration 1F: 3 clusters Score -1.141573e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -11416889.000000 Penalty: 3715.888428
	Iteration 2Q: 3 clusters Score -1.141689e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -11418435.000000 Penalty: 3715.888428
	Iteration 3Q: 3 clusters Score -1.141844e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -11420712.000000 Penalty: 3715.888428
	Iteration 4F: 3 clusters Score -1.142071e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -11424320.000000 Penalty: 3715.888428
	Iteration 5F: 3 clusters Score -1.142432e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 74641 members 
Entering Unmasked Estep 
Score: -11428724.000000 Penalty: 3715.888428
	Iteration 6F: 3 clusters Score -1.142872e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 81003 members 
Entering Unmasked Estep 
Score: -11433055.000000 Penalty: 3715.888428
	Iteration 7F: 3 clusters Score -1.143306e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -11436185.000000 Penalty: 3715.888428
	Iteration 8Q: 3 clusters Score -1.143618e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -11438051.000000 Penalty: 3715.888428
	Iteration 9Q: 3 clusters Score -1.143805e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -11439329.000000 Penalty: 3715.888428
	Iteration 10Q: 3 clusters Score -1.143933e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -11439938.000000 Penalty: 3715.888428
	Iteration 11Q: 3 clusters Score -1.143994e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -11440259.000000 Penalty: 3715.888428
	Iteration 12Q: 3 clusters Score -1.144026e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -11440378.000000 Penalty: 3715.888428
	Iteration 13Q: 3 clusters Score -1.144038e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 91520 members 
Entering Unmasked Estep 
Score: -11440510.000000 Penalty: 3715.888428
	Iteration 14Q: 3 clusters Score -1.144051e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 91600 members 
Entering Unmasked Estep 
Score: -11440568.000000 Penalty: 3715.888428
	Iteration 15Q: 3 clusters Score -1.144057e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 91645 members 
Entering Unmasked Estep 
Score: -11440603.000000 Penalty: 3715.888428
	Iteration 16Q: 3 clusters Score -1.14406e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 91679 members 
Entering Unmasked Estep 
Score: -11440641.000000 Penalty: 3715.888428
	Iteration 17Q: 3 clusters Score -1.144064e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 91703 members 
Entering Unmasked Estep 
Score: -11440650.000000 Penalty: 3715.888428
	Iteration 18Q: 3 clusters Score -1.144065e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 91719 members 
Entering Unmasked Estep 
Score: -11440644.000000 Penalty: 3715.888428
	Iteration 19Q: 3 clusters Score -1.144064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 91730 members 
Entering Unmasked Estep 
Score: -11440681.000000 Penalty: 3715.888428
	Iteration 20F: 3 clusters Score -1.144068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 91735 members 
Entering Unmasked Estep 
Score: -11440679.000000 Penalty: 3715.888428
	Iteration 21Q: 3 clusters Score -1.144068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 91740 members 
Entering Unmasked Estep 
Score: -11440674.000000 Penalty: 3715.888428
	Iteration 22Q: 3 clusters Score -1.144067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -11440686.000000 Penalty: 3715.888428
	Iteration 23Q: 3 clusters Score -1.144069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 91752 members 
Entering Unmasked Estep 
Score: -11440680.000000 Penalty: 3715.888428
	Iteration 24Q: 3 clusters Score -1.144068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 91756 members 
Entering Unmasked Estep 
Score: -11440685.000000 Penalty: 3715.888428
	Iteration 25Q: 3 clusters Score -1.144068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -11440707.000000 Penalty: 3715.888428
	Iteration 26Q: 3 clusters Score -1.144071e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -11440724.000000 Penalty: 3715.888428
	Iteration 27Q: 3 clusters Score -1.144072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 91785 members 
Entering Unmasked Estep 
Score: -11440737.000000 Penalty: 3715.888428
	Iteration 28Q: 3 clusters Score -1.144074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -11440741.000000 Penalty: 3715.888428
	Iteration 29Q: 3 clusters Score -1.144074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -11440775.000000 Penalty: 3715.888428
	Iteration 30Q: 3 clusters Score -1.144078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 91811 members 
Entering Unmasked Estep 
Score: -11440793.000000 Penalty: 3715.888428
	Iteration 31Q: 3 clusters Score -1.144079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -11440802.000000 Penalty: 3715.888428
	Iteration 32Q: 3 clusters Score -1.14408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 91824 members 
Entering Unmasked Estep 
Score: -11440813.000000 Penalty: 3715.888428
	Iteration 33Q: 3 clusters Score -1.144081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -11440817.000000 Penalty: 3715.888428
	Iteration 34Q: 3 clusters Score -1.144082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 91822 members 
Entering Unmasked Estep 
Score: -11440805.000000 Penalty: 3715.888428
	Iteration 35Q: 3 clusters Score -1.14408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 91820 members 
Entering Unmasked Estep 
Score: -11440819.000000 Penalty: 3715.888428
	Iteration 36Q: 3 clusters Score -1.144082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -11440813.000000 Penalty: 3715.888428
	Iteration 37Q: 3 clusters Score -1.144081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
Score: -11440820.000000 Penalty: 3715.888428
	Iteration 38Q: 3 clusters Score -1.144082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
Score: -11440820.000000 Penalty: 3715.888428
	Iteration 39F: 3 clusters Score -1.144082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (83891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83891 members 
Entering Unmasked Estep 
Score: -10442080.000000 Penalty: 1842.307007
	Iteration 0F: 2 clusters Score -1.044208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -10390556.000000 Penalty: 3684.614014
	Iteration 0F: 3 clusters Score -1.039056e+07 nChanged 40052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -10413335.000000 Penalty: 3684.614014
	Iteration 1F: 3 clusters Score -1.041334e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -10413791.000000 Penalty: 3684.614014
	Iteration 2Q: 3 clusters Score -1.041379e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -10414384.000000 Penalty: 3684.614014
	Iteration 3Q: 3 clusters Score -1.041438e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -10415171.000000 Penalty: 3684.614014
	Iteration 4Q: 3 clusters Score -1.041517e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -10416352.000000 Penalty: 3684.614014
	Iteration 5Q: 3 clusters Score -1.041635e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -10418473.000000 Penalty: 3684.614014
	Iteration 6F: 3 clusters Score -1.041847e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -10421894.000000 Penalty: 3684.614014
	Iteration 7F: 3 clusters Score -1.042189e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
Score: -10426647.000000 Penalty: 3684.614014
	Iteration 8F: 3 clusters Score -1.042665e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -10431310.000000 Penalty: 3684.614014
	Iteration 9F: 3 clusters Score -1.043131e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -10435177.000000 Penalty: 3684.614014
	Iteration 10F: 3 clusters Score -1.043518e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -10437591.000000 Penalty: 3684.614014
	Iteration 11Q: 3 clusters Score -1.043759e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -10438954.000000 Penalty: 3684.614014
	Iteration 12Q: 3 clusters Score -1.043895e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 82780 members 
Entering Unmasked Estep 
Score: -10439766.000000 Penalty: 3684.614014
	Iteration 13Q: 3 clusters Score -1.043977e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -10440077.000000 Penalty: 3684.614014
	Iteration 14Q: 3 clusters Score -1.044008e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -10440266.000000 Penalty: 3684.614014
	Iteration 15Q: 3 clusters Score -1.044027e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 83456 members 
Entering Unmasked Estep 
Score: -10440408.000000 Penalty: 3684.614014
	Iteration 16Q: 3 clusters Score -1.044041e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -10440468.000000 Penalty: 3684.614014
	Iteration 17Q: 3 clusters Score -1.044047e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -10440493.000000 Penalty: 3684.614014
	Iteration 18Q: 3 clusters Score -1.044049e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 83569 members 
Entering Unmasked Estep 
Score: -10440501.000000 Penalty: 3684.614014
	Iteration 19Q: 3 clusters Score -1.04405e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -10440529.000000 Penalty: 3684.614014
	Iteration 20F: 3 clusters Score -1.044053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 83595 members 
Entering Unmasked Estep 
Score: -10440555.000000 Penalty: 3684.614014
	Iteration 21Q: 3 clusters Score -1.044056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -10440564.000000 Penalty: 3684.614014
	Iteration 22Q: 3 clusters Score -1.044056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -10440561.000000 Penalty: 3684.614014
	Iteration 23Q: 3 clusters Score -1.044056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 83615 members 
Entering Unmasked Estep 
Score: -10440572.000000 Penalty: 3684.614014
	Iteration 24Q: 3 clusters Score -1.044057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 83618 members 
Entering Unmasked Estep 
Score: -10440586.000000 Penalty: 3684.614014
	Iteration 25Q: 3 clusters Score -1.044059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 83620 members 
Entering Unmasked Estep 
Score: -10440583.000000 Penalty: 3684.614014
	Iteration 26Q: 3 clusters Score -1.044058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -10440587.000000 Penalty: 3684.614014
	Iteration 27Q: 3 clusters Score -1.044059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -10440595.000000 Penalty: 3684.614014
	Iteration 28Q: 3 clusters Score -1.04406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -10440596.000000 Penalty: 3684.614014
	Iteration 29Q: 3 clusters Score -1.04406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -10440599.000000 Penalty: 3684.614014
	Iteration 30Q: 3 clusters Score -1.04406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -10440600.000000 Penalty: 3684.614014
	Iteration 31Q: 3 clusters Score -1.04406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -10440607.000000 Penalty: 3684.614014
	Iteration 32Q: 3 clusters Score -1.044061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 83633 members 
Entering Unmasked Estep 
Score: -10440614.000000 Penalty: 3684.614014
	Iteration 33Q: 3 clusters Score -1.044061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 83635 members 
Entering Unmasked Estep 
Score: -10440614.000000 Penalty: 3684.614014
	Iteration 34Q: 3 clusters Score -1.044061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 83635 members 
Entering Unmasked Estep 
Score: -10440614.000000 Penalty: 3684.614014
	Iteration 35F: 3 clusters Score -1.044061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Entering Unmasked Estep 
Score: -3852672.000000 Penalty: 1679.111572
	Iteration 0F: 2 clusters Score -3852672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3832006.750000 Penalty: 3358.223145
	Iteration 0F: 3 clusters Score -3832007 nChanged 14126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3839757.500000 Penalty: 3358.223145
	Iteration 1F: 3 clusters Score -3839758 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3840065.750000 Penalty: 3358.223145
	Iteration 2Q: 3 clusters Score -3840066 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3840329.500000 Penalty: 3358.223145
	Iteration 3Q: 3 clusters Score -3840330 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3840638.750000 Penalty: 3358.223145
	Iteration 4Q: 3 clusters Score -3840639 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3840963.250000 Penalty: 3358.223145
	Iteration 5Q: 3 clusters Score -3840963 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -3841428.000000 Penalty: 3358.223145
	Iteration 6Q: 3 clusters Score -3841428 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -3842159.000000 Penalty: 3358.223145
	Iteration 7Q: 3 clusters Score -3842159 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3843440.500000 Penalty: 3358.223145
	Iteration 8F: 3 clusters Score -3843440 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3845284.000000 Penalty: 3358.223145
	Iteration 9F: 3 clusters Score -3845284 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3847552.750000 Penalty: 3358.223145
	Iteration 10F: 3 clusters Score -3847553 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3849473.000000 Penalty: 3358.223145
	Iteration 11F: 3 clusters Score -3849473 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -3850460.750000 Penalty: 3358.223145
	Iteration 12Q: 3 clusters Score -3850461 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -3850842.000000 Penalty: 3358.223145
	Iteration 13Q: 3 clusters Score -3850842 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3851004.250000 Penalty: 3358.223145
	Iteration 14Q: 3 clusters Score -3851004 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -3851107.000000 Penalty: 3358.223145
	Iteration 15Q: 3 clusters Score -3851107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -3851145.500000 Penalty: 3358.223145
	Iteration 16Q: 3 clusters Score -3851146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -3851159.000000 Penalty: 3358.223145
	Iteration 17Q: 3 clusters Score -3851159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3851178.250000 Penalty: 3358.223145
	Iteration 18Q: 3 clusters Score -3851178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3851185.250000 Penalty: 3358.223145
	Iteration 19Q: 3 clusters Score -3851185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -3851191.000000 Penalty: 3358.223145
	Iteration 20F: 3 clusters Score -3851191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -3851200.750000 Penalty: 3358.223145
	Iteration 21Q: 3 clusters Score -3851201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -3851209.500000 Penalty: 3358.223145
	Iteration 22Q: 3 clusters Score -3851210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -3851211.250000 Penalty: 3358.223145
	Iteration 23Q: 3 clusters Score -3851211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3851216.750000 Penalty: 3358.223145
	Iteration 24Q: 3 clusters Score -3851217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -3851226.750000 Penalty: 3358.223145
	Iteration 25Q: 3 clusters Score -3851227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -3851228.000000 Penalty: 3358.223145
	Iteration 26Q: 3 clusters Score -3851228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -3851228.000000 Penalty: 3358.223145
	Iteration 27F: 3 clusters Score -3851228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -443356.406250 Penalty: 1337.728271
	Iteration 0F: 2 clusters Score -443356.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -440161.593750 Penalty: 2675.456543
	Iteration 0F: 3 clusters Score -440161.6 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -441020.625000 Penalty: 2675.456543
	Iteration 1F: 3 clusters Score -441020.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -441205.062500 Penalty: 2675.456543
	Iteration 2F: 3 clusters Score -441205.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -441300.968750 Penalty: 2675.456543
	Iteration 3Q: 3 clusters Score -441301 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -441368.031250 Penalty: 2675.456543
	Iteration 4Q: 3 clusters Score -441368 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -441417.312500 Penalty: 2675.456543
	Iteration 5Q: 3 clusters Score -441417.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -441448.906250 Penalty: 2675.456543
	Iteration 6Q: 3 clusters Score -441448.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -441479.843750 Penalty: 2675.456543
	Iteration 7Q: 3 clusters Score -441479.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -441503.375000 Penalty: 2675.456543
	Iteration 8Q: 3 clusters Score -441503.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -441527.656250 Penalty: 2675.456543
	Iteration 9Q: 3 clusters Score -441527.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -441549.093750 Penalty: 2675.456543
	Iteration 10Q: 3 clusters Score -441549.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -441564.781250 Penalty: 2675.456543
	Iteration 11Q: 3 clusters Score -441564.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -441573.593750 Penalty: 2675.456543
	Iteration 12Q: 3 clusters Score -441573.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -441581.625000 Penalty: 2675.456543
	Iteration 13Q: 3 clusters Score -441581.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -441592.218750 Penalty: 2675.456543
	Iteration 14Q: 3 clusters Score -441592.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -441603.687500 Penalty: 2675.456543
	Iteration 15Q: 3 clusters Score -441603.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -441611.937500 Penalty: 2675.456543
	Iteration 16Q: 3 clusters Score -441611.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -441617.125000 Penalty: 2675.456543
	Iteration 17Q: 3 clusters Score -441617.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -441621.281250 Penalty: 2675.456543
	Iteration 18Q: 3 clusters Score -441621.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -441624.875000 Penalty: 2675.456543
	Iteration 19Q: 3 clusters Score -441624.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -441632.968750 Penalty: 2675.456543
	Iteration 20F: 3 clusters Score -441633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -441638.468750 Penalty: 2675.456543
	Iteration 21Q: 3 clusters Score -441638.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -441643.000000 Penalty: 2675.456543
	Iteration 22Q: 3 clusters Score -441643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -441647.875000 Penalty: 2675.456543
	Iteration 23Q: 3 clusters Score -441647.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -441655.312500 Penalty: 2675.456543
	Iteration 24Q: 3 clusters Score -441655.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -441662.625000 Penalty: 2675.456543
	Iteration 25Q: 3 clusters Score -441662.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -441671.468750 Penalty: 2675.456543
	Iteration 26Q: 3 clusters Score -441671.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -441681.281250 Penalty: 2675.456543
	Iteration 27Q: 3 clusters Score -441681.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -441689.531250 Penalty: 2675.456543
	Iteration 28Q: 3 clusters Score -441689.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -441699.750000 Penalty: 2675.456543
	Iteration 29Q: 3 clusters Score -441699.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -441707.218750 Penalty: 2675.456543
	Iteration 30Q: 3 clusters Score -441707.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -441714.312500 Penalty: 2675.456543
	Iteration 31Q: 3 clusters Score -441714.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -441721.906250 Penalty: 2675.456543
	Iteration 32Q: 3 clusters Score -441721.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -441732.406250 Penalty: 2675.456543
	Iteration 33Q: 3 clusters Score -441732.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -441739.437500 Penalty: 2675.456543
	Iteration 34Q: 3 clusters Score -441739.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -441749.281250 Penalty: 2675.456543
	Iteration 35Q: 3 clusters Score -441749.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -441760.218750 Penalty: 2675.456543
	Iteration 36Q: 3 clusters Score -441760.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -441777.250000 Penalty: 2675.456543
	Iteration 37Q: 3 clusters Score -441777.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -441798.687500 Penalty: 2675.456543
	Iteration 38Q: 3 clusters Score -441798.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -441835.875000 Penalty: 2675.456543
	Iteration 39Q: 3 clusters Score -441835.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -441873.218750 Penalty: 2675.456543
	Iteration 40F: 3 clusters Score -441873.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -441915.437500 Penalty: 2675.456543
	Iteration 41Q: 3 clusters Score -441915.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -441961.937500 Penalty: 2675.456543
	Iteration 42Q: 3 clusters Score -441961.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -442016.593750 Penalty: 2675.456543
	Iteration 43Q: 3 clusters Score -442016.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -442066.562500 Penalty: 2675.456543
	Iteration 44Q: 3 clusters Score -442066.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -442103.312500 Penalty: 2675.456543
	Iteration 45Q: 3 clusters Score -442103.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -442136.718750 Penalty: 2675.456543
	Iteration 46Q: 3 clusters Score -442136.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -442167.218750 Penalty: 2675.456543
	Iteration 47Q: 3 clusters Score -442167.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -442217.500000 Penalty: 2675.456543
	Iteration 48Q: 3 clusters Score -442217.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -442258.937500 Penalty: 2675.456543
	Iteration 49Q: 3 clusters Score -442258.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -442288.062500 Penalty: 2675.456543
	Iteration 50Q: 3 clusters Score -442288.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -442311.093750 Penalty: 2675.456543
	Iteration 51Q: 3 clusters Score -442311.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -442327.625000 Penalty: 2675.456543
	Iteration 52Q: 3 clusters Score -442327.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -442336.968750 Penalty: 2675.456543
	Iteration 53Q: 3 clusters Score -442337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -442347.125000 Penalty: 2675.456543
	Iteration 54Q: 3 clusters Score -442347.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -442353.781250 Penalty: 2675.456543
	Iteration 55Q: 3 clusters Score -442353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -442356.375000 Penalty: 2675.456543
	Iteration 56Q: 3 clusters Score -442356.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -442360.843750 Penalty: 2675.456543
	Iteration 57Q: 3 clusters Score -442360.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -442367.750000 Penalty: 2675.456543
	Iteration 58Q: 3 clusters Score -442367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -442372.593750 Penalty: 2675.456543
	Iteration 59Q: 3 clusters Score -442372.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -442379.250000 Penalty: 2675.456543
	Iteration 60F: 3 clusters Score -442379.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -442387.750000 Penalty: 2675.456543
	Iteration 61Q: 3 clusters Score -442387.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -442401.468750 Penalty: 2675.456543
	Iteration 62Q: 3 clusters Score -442401.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -442413.156250 Penalty: 2675.456543
	Iteration 63Q: 3 clusters Score -442413.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -442429.312500 Penalty: 2675.456543
	Iteration 64Q: 3 clusters Score -442429.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -442450.187500 Penalty: 2675.456543
	Iteration 65Q: 3 clusters Score -442450.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -442464.343750 Penalty: 2675.456543
	Iteration 66Q: 3 clusters Score -442464.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -442472.937500 Penalty: 2675.456543
	Iteration 67Q: 3 clusters Score -442472.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -442476.687500 Penalty: 2675.456543
	Iteration 68Q: 3 clusters Score -442476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -442479.406250 Penalty: 2675.456543
	Iteration 69Q: 3 clusters Score -442479.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -442481.937500 Penalty: 2675.456543
	Iteration 70Q: 3 clusters Score -442481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -442482.500000 Penalty: 2675.456543
	Iteration 71Q: 3 clusters Score -442482.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -442482.687500 Penalty: 2675.456543
	Iteration 72Q: 3 clusters Score -442482.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -442483.093750 Penalty: 2675.456543
	Iteration 73Q: 3 clusters Score -442483.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -442483.093750 Penalty: 2675.456543
	Iteration 74F: 3 clusters Score -442483.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Entering Unmasked Estep 
Score: -2970680.000000 Penalty: 1638.360596
	Iteration 0F: 2 clusters Score -2970680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2954629.250000 Penalty: 3276.721191
	Iteration 0F: 3 clusters Score -2954629 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2960655.750000 Penalty: 3276.721191
	Iteration 1F: 3 clusters Score -2960656 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2961167.250000 Penalty: 3276.721191
	Iteration 2F: 3 clusters Score -2961167 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2961692.000000 Penalty: 3276.721191
	Iteration 3F: 3 clusters Score -2961692 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2962306.500000 Penalty: 3276.721191
	Iteration 4F: 3 clusters Score -2962306 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2963092.000000 Penalty: 3276.721191
	Iteration 5F: 3 clusters Score -2963092 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2964133.500000 Penalty: 3276.721191
	Iteration 6F: 3 clusters Score -2964134 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2965472.750000 Penalty: 3276.721191
	Iteration 7F: 3 clusters Score -2965473 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2966752.500000 Penalty: 3276.721191
	Iteration 8F: 3 clusters Score -2966752 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2967840.250000 Penalty: 3276.721191
	Iteration 9F: 3 clusters Score -2967840 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2968526.750000 Penalty: 3276.721191
	Iteration 10Q: 3 clusters Score -2968527 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2968885.500000 Penalty: 3276.721191
	Iteration 11Q: 3 clusters Score -2968886 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2969085.000000 Penalty: 3276.721191
	Iteration 12Q: 3 clusters Score -2969085 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2969181.500000 Penalty: 3276.721191
	Iteration 13Q: 3 clusters Score -2969182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2969231.000000 Penalty: 3276.721191
	Iteration 14Q: 3 clusters Score -2969231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -2969263.500000 Penalty: 3276.721191
	Iteration 15Q: 3 clusters Score -2969264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2969293.750000 Penalty: 3276.721191
	Iteration 16Q: 3 clusters Score -2969294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -2969325.000000 Penalty: 3276.721191
	Iteration 17Q: 3 clusters Score -2969325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2969337.500000 Penalty: 3276.721191
	Iteration 18Q: 3 clusters Score -2969338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -2969353.500000 Penalty: 3276.721191
	Iteration 19Q: 3 clusters Score -2969354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2969356.250000 Penalty: 3276.721191
	Iteration 20F: 3 clusters Score -2969356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2969359.000000 Penalty: 3276.721191
	Iteration 21Q: 3 clusters Score -2969359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2969366.500000 Penalty: 3276.721191
	Iteration 22Q: 3 clusters Score -2969366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2969375.000000 Penalty: 3276.721191
	Iteration 23Q: 3 clusters Score -2969375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -2969375.250000 Penalty: 3276.721191
	Iteration 24Q: 3 clusters Score -2969375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2969377.000000 Penalty: 3276.721191
	Iteration 25Q: 3 clusters Score -2969377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2969375.500000 Penalty: 3276.721191
	Iteration 26Q: 3 clusters Score -2969376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2969374.000000 Penalty: 3276.721191
	Iteration 27Q: 3 clusters Score -2969374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2969376.250000 Penalty: 3276.721191
	Iteration 28Q: 3 clusters Score -2969376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2969375.000000 Penalty: 3276.721191
	Iteration 29Q: 3 clusters Score -2969375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2969375.000000 Penalty: 3276.721191
	Iteration 30F: 3 clusters Score -2969375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Entering Unmasked Estep 
Score: -919460.625000 Penalty: 1456.305298
	Iteration 0F: 2 clusters Score -919460.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -913727.187500 Penalty: 2912.610596
	Iteration 0F: 3 clusters Score -913727.2 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -915430.187500 Penalty: 2912.610596
	Iteration 1F: 3 clusters Score -915430.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -915711.562500 Penalty: 2912.610596
	Iteration 2F: 3 clusters Score -915711.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -915915.375000 Penalty: 2912.610596
	Iteration 3F: 3 clusters Score -915915.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -916103.125000 Penalty: 2912.610596
	Iteration 4Q: 3 clusters Score -916103.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -916298.562500 Penalty: 2912.610596
	Iteration 5Q: 3 clusters Score -916298.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -916487.500000 Penalty: 2912.610596
	Iteration 6Q: 3 clusters Score -916487.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -916703.500000 Penalty: 2912.610596
	Iteration 7Q: 3 clusters Score -916703.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -916941.750000 Penalty: 2912.610596
	Iteration 8Q: 3 clusters Score -916941.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -917197.000000 Penalty: 2912.610596
	Iteration 9Q: 3 clusters Score -917197 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -917401.437500 Penalty: 2912.610596
	Iteration 10Q: 3 clusters Score -917401.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -917582.250000 Penalty: 2912.610596
	Iteration 11Q: 3 clusters Score -917582.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -917691.187500 Penalty: 2912.610596
	Iteration 12Q: 3 clusters Score -917691.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -917795.500000 Penalty: 2912.610596
	Iteration 13Q: 3 clusters Score -917795.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -917870.000000 Penalty: 2912.610596
	Iteration 14Q: 3 clusters Score -917870 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -917931.187500 Penalty: 2912.610596
	Iteration 15Q: 3 clusters Score -917931.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -917982.937500 Penalty: 2912.610596
	Iteration 16Q: 3 clusters Score -917982.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -918022.625000 Penalty: 2912.610596
	Iteration 17Q: 3 clusters Score -918022.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -918060.375000 Penalty: 2912.610596
	Iteration 18Q: 3 clusters Score -918060.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -918086.000000 Penalty: 2912.610596
	Iteration 19Q: 3 clusters Score -918086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -918108.937500 Penalty: 2912.610596
	Iteration 20F: 3 clusters Score -918108.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -918126.500000 Penalty: 2912.610596
	Iteration 21Q: 3 clusters Score -918126.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -918140.562500 Penalty: 2912.610596
	Iteration 22Q: 3 clusters Score -918140.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -918154.750000 Penalty: 2912.610596
	Iteration 23Q: 3 clusters Score -918154.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -918173.562500 Penalty: 2912.610596
	Iteration 24Q: 3 clusters Score -918173.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -918189.812500 Penalty: 2912.610596
	Iteration 25Q: 3 clusters Score -918189.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -918201.250000 Penalty: 2912.610596
	Iteration 26Q: 3 clusters Score -918201.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -918208.375000 Penalty: 2912.610596
	Iteration 27Q: 3 clusters Score -918208.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -918221.062500 Penalty: 2912.610596
	Iteration 28Q: 3 clusters Score -918221.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -918225.687500 Penalty: 2912.610596
	Iteration 29Q: 3 clusters Score -918225.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -918230.000000 Penalty: 2912.610596
	Iteration 30Q: 3 clusters Score -918230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -918234.437500 Penalty: 2912.610596
	Iteration 31Q: 3 clusters Score -918234.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -918237.562500 Penalty: 2912.610596
	Iteration 32Q: 3 clusters Score -918237.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -918243.125000 Penalty: 2912.610596
	Iteration 33Q: 3 clusters Score -918243.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -918249.750000 Penalty: 2912.610596
	Iteration 34Q: 3 clusters Score -918249.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -918254.187500 Penalty: 2912.610596
	Iteration 35Q: 3 clusters Score -918254.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -918262.625000 Penalty: 2912.610596
	Iteration 36Q: 3 clusters Score -918262.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -918264.750000 Penalty: 2912.610596
	Iteration 37Q: 3 clusters Score -918264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -918264.937500 Penalty: 2912.610596
	Iteration 38Q: 3 clusters Score -918264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -918267.062500 Penalty: 2912.610596
	Iteration 39Q: 3 clusters Score -918267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -918269.250000 Penalty: 2912.610596
	Iteration 40F: 3 clusters Score -918269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -918269.125000 Penalty: 2912.610596
	Iteration 41Q: 3 clusters Score -918269.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -918272.625000 Penalty: 2912.610596
	Iteration 42Q: 3 clusters Score -918272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -918272.500000 Penalty: 2912.610596
	Iteration 43Q: 3 clusters Score -918272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -918275.500000 Penalty: 2912.610596
	Iteration 44Q: 3 clusters Score -918275.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -918277.875000 Penalty: 2912.610596
	Iteration 45Q: 3 clusters Score -918277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -918280.062500 Penalty: 2912.610596
	Iteration 46Q: 3 clusters Score -918280.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -918280.062500 Penalty: 2912.610596
	Iteration 47F: 3 clusters Score -918280.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -16652.138672 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -16652.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16095.140625 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -16095.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16195.510742 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -16195.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16233.029297 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -16233.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16256.259766 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -16256.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16300.770508 Penalty: 1703.567749
	Iteration 4F: 3 clusters Score -16300.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16328.453125 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -16328.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16344.660156 Penalty: 1703.567749
	Iteration 6Q: 3 clusters Score -16344.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16345.576172 Penalty: 1703.567749
	Iteration 7Q: 3 clusters Score -16345.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16347.622070 Penalty: 1703.567749
	Iteration 8Q: 3 clusters Score -16347.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16349.028320 Penalty: 1703.567749
	Iteration 9Q: 3 clusters Score -16349.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16368.000000 Penalty: 1703.567749
	Iteration 10Q: 3 clusters Score -16368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16371.772461 Penalty: 1703.567749
	Iteration 11Q: 3 clusters Score -16371.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16371.772461 Penalty: 1703.567749
	Iteration 12F: 3 clusters Score -16371.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -34530.386719 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -34530.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33683.425781 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -33683.43 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33825.429688 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -33825.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33901.863281 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -33901.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33981.320312 Penalty: 1911.173340
	Iteration 3F: 3 clusters Score -33981.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34041.753906 Penalty: 1911.173340
	Iteration 4F: 3 clusters Score -34041.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34074.332031 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -34074.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34102.179688 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -34102.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34153.406250 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -34153.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34185.523438 Penalty: 1911.173340
	Iteration 8Q: 3 clusters Score -34185.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34208.539062 Penalty: 1911.173340
	Iteration 9Q: 3 clusters Score -34208.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34232.593750 Penalty: 1911.173340
	Iteration 10Q: 3 clusters Score -34232.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34244.769531 Penalty: 1911.173340
	Iteration 11Q: 3 clusters Score -34244.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34256.562500 Penalty: 1911.173340
	Iteration 12F: 3 clusters Score -34256.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34322.046875 Penalty: 1911.173340
	Iteration 13Q: 3 clusters Score -34322.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34324.320312 Penalty: 1911.173340
	Iteration 14Q: 3 clusters Score -34324.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34328.015625 Penalty: 1911.173340
	Iteration 15Q: 3 clusters Score -34328.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34328.015625 Penalty: 1911.173340
	Iteration 16F: 3 clusters Score -34328.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -276125.531250 Penalty: 1269.248169
	Iteration 0F: 2 clusters Score -276125.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -273802.218750 Penalty: 2538.496338
	Iteration 0F: 3 clusters Score -273802.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -274608.312500 Penalty: 2538.496338
	Iteration 1F: 3 clusters Score -274608.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -274976.343750 Penalty: 2538.496338
	Iteration 2F: 3 clusters Score -274976.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -275328.156250 Penalty: 2538.496338
	Iteration 3F: 3 clusters Score -275328.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -275587.500000 Penalty: 2538.496338
	Iteration 4F: 3 clusters Score -275587.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -275692.187500 Penalty: 2538.496338
	Iteration 5Q: 3 clusters Score -275692.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -275724.468750 Penalty: 2538.496338
	Iteration 6Q: 3 clusters Score -275724.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -275734.875000 Penalty: 2538.496338
	Iteration 7Q: 3 clusters Score -275734.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -275740.500000 Penalty: 2538.496338
	Iteration 8Q: 3 clusters Score -275740.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -275745.093750 Penalty: 2538.496338
	Iteration 9Q: 3 clusters Score -275745.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -275746.875000 Penalty: 2538.496338
	Iteration 10Q: 3 clusters Score -275746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -275751.437500 Penalty: 2538.496338
	Iteration 11Q: 3 clusters Score -275751.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -275756.562500 Penalty: 2538.496338
	Iteration 12Q: 3 clusters Score -275756.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -275761.093750 Penalty: 2538.496338
	Iteration 13Q: 3 clusters Score -275761.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -275766.000000 Penalty: 2538.496338
	Iteration 14Q: 3 clusters Score -275766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -275770.937500 Penalty: 2538.496338
	Iteration 15Q: 3 clusters Score -275770.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -275773.750000 Penalty: 2538.496338
	Iteration 16Q: 3 clusters Score -275773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -275774.750000 Penalty: 2538.496338
	Iteration 17Q: 3 clusters Score -275774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -275775.437500 Penalty: 2538.496338
	Iteration 18Q: 3 clusters Score -275775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -275777.718750 Penalty: 2538.496338
	Iteration 19Q: 3 clusters Score -275777.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -275779.687500 Penalty: 2538.496338
	Iteration 20F: 3 clusters Score -275779.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -275781.843750 Penalty: 2538.496338
	Iteration 21Q: 3 clusters Score -275781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -275783.000000 Penalty: 2538.496338
	Iteration 22Q: 3 clusters Score -275783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -275783.906250 Penalty: 2538.496338
	Iteration 23Q: 3 clusters Score -275783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -275784.187500 Penalty: 2538.496338
	Iteration 24Q: 3 clusters Score -275784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -275784.937500 Penalty: 2538.496338
	Iteration 25Q: 3 clusters Score -275784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -275785.062500 Penalty: 2538.496338
	Iteration 26Q: 3 clusters Score -275785.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -275785.062500 Penalty: 2538.496338
	Iteration 27F: 3 clusters Score -275785.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Entering Unmasked Estep 
Score: -387583.500000 Penalty: 1309.426758
	Iteration 0F: 2 clusters Score -387583.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -384751.968750 Penalty: 2618.853516
	Iteration 0F: 3 clusters Score -384752 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -385442.250000 Penalty: 2618.853516
	Iteration 1F: 3 clusters Score -385442.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -385606.531250 Penalty: 2618.853516
	Iteration 2F: 3 clusters Score -385606.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -385735.656250 Penalty: 2618.853516
	Iteration 3F: 3 clusters Score -385735.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -385847.187500 Penalty: 2618.853516
	Iteration 4Q: 3 clusters Score -385847.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -385937.468750 Penalty: 2618.853516
	Iteration 5Q: 3 clusters Score -385937.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -386012.468750 Penalty: 2618.853516
	Iteration 6Q: 3 clusters Score -386012.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -386075.593750 Penalty: 2618.853516
	Iteration 7Q: 3 clusters Score -386075.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -386141.812500 Penalty: 2618.853516
	Iteration 8Q: 3 clusters Score -386141.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -386189.968750 Penalty: 2618.853516
	Iteration 9Q: 3 clusters Score -386190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -386224.250000 Penalty: 2618.853516
	Iteration 10Q: 3 clusters Score -386224.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -386245.125000 Penalty: 2618.853516
	Iteration 11Q: 3 clusters Score -386245.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -386255.125000 Penalty: 2618.853516
	Iteration 12Q: 3 clusters Score -386255.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -386263.156250 Penalty: 2618.853516
	Iteration 13Q: 3 clusters Score -386263.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -386271.843750 Penalty: 2618.853516
	Iteration 14Q: 3 clusters Score -386271.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -386287.093750 Penalty: 2618.853516
	Iteration 15Q: 3 clusters Score -386287.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -386306.937500 Penalty: 2618.853516
	Iteration 16Q: 3 clusters Score -386306.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -386325.531250 Penalty: 2618.853516
	Iteration 17Q: 3 clusters Score -386325.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -386342.343750 Penalty: 2618.853516
	Iteration 18Q: 3 clusters Score -386342.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -386355.187500 Penalty: 2618.853516
	Iteration 19Q: 3 clusters Score -386355.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -386364.093750 Penalty: 2618.853516
	Iteration 20F: 3 clusters Score -386364.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -386372.718750 Penalty: 2618.853516
	Iteration 21Q: 3 clusters Score -386372.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -386381.093750 Penalty: 2618.853516
	Iteration 22Q: 3 clusters Score -386381.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -386384.843750 Penalty: 2618.853516
	Iteration 23Q: 3 clusters Score -386384.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -386392.781250 Penalty: 2618.853516
	Iteration 24Q: 3 clusters Score -386392.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -386399.187500 Penalty: 2618.853516
	Iteration 25Q: 3 clusters Score -386399.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -386404.875000 Penalty: 2618.853516
	Iteration 26Q: 3 clusters Score -386404.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -386408.156250 Penalty: 2618.853516
	Iteration 27Q: 3 clusters Score -386408.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -386411.843750 Penalty: 2618.853516
	Iteration 28Q: 3 clusters Score -386411.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -386415.375000 Penalty: 2618.853516
	Iteration 29Q: 3 clusters Score -386415.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -386418.250000 Penalty: 2618.853516
	Iteration 30Q: 3 clusters Score -386418.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -386423.218750 Penalty: 2618.853516
	Iteration 31Q: 3 clusters Score -386423.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -386427.093750 Penalty: 2618.853516
	Iteration 32Q: 3 clusters Score -386427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -386429.468750 Penalty: 2618.853516
	Iteration 33Q: 3 clusters Score -386429.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -386431.062500 Penalty: 2618.853516
	Iteration 34Q: 3 clusters Score -386431.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -386435.781250 Penalty: 2618.853516
	Iteration 35Q: 3 clusters Score -386435.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -386441.562500 Penalty: 2618.853516
	Iteration 36Q: 3 clusters Score -386441.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -386445.187500 Penalty: 2618.853516
	Iteration 37Q: 3 clusters Score -386445.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -386448.687500 Penalty: 2618.853516
	Iteration 38Q: 3 clusters Score -386448.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -386452.281250 Penalty: 2618.853516
	Iteration 39Q: 3 clusters Score -386452.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -386459.718750 Penalty: 2618.853516
	Iteration 40F: 3 clusters Score -386459.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -386466.468750 Penalty: 2618.853516
	Iteration 41Q: 3 clusters Score -386466.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -386473.031250 Penalty: 2618.853516
	Iteration 42Q: 3 clusters Score -386473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -386478.375000 Penalty: 2618.853516
	Iteration 43Q: 3 clusters Score -386478.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -386480.406250 Penalty: 2618.853516
	Iteration 44Q: 3 clusters Score -386480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -386482.312500 Penalty: 2618.853516
	Iteration 45Q: 3 clusters Score -386482.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -386483.312500 Penalty: 2618.853516
	Iteration 46Q: 3 clusters Score -386483.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -386484.687500 Penalty: 2618.853516
	Iteration 47Q: 3 clusters Score -386484.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -386485.718750 Penalty: 2618.853516
	Iteration 48Q: 3 clusters Score -386485.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -386486.437500 Penalty: 2618.853516
	Iteration 49Q: 3 clusters Score -386486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -386487.187500 Penalty: 2618.853516
	Iteration 50Q: 3 clusters Score -386487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -386488.187500 Penalty: 2618.853516
	Iteration 51Q: 3 clusters Score -386488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -386490.218750 Penalty: 2618.853516
	Iteration 52Q: 3 clusters Score -386490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -386490.218750 Penalty: 2618.853516
	Iteration 53Q: 3 clusters Score -386490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -386492.218750 Penalty: 2618.853516
	Iteration 54Q: 3 clusters Score -386492.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -386493.000000 Penalty: 2618.853516
	Iteration 55Q: 3 clusters Score -386493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -386494.500000 Penalty: 2618.853516
	Iteration 56Q: 3 clusters Score -386494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -386495.312500 Penalty: 2618.853516
	Iteration 57Q: 3 clusters Score -386495.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -386496.625000 Penalty: 2618.853516
	Iteration 58Q: 3 clusters Score -386496.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -386499.437500 Penalty: 2618.853516
	Iteration 59Q: 3 clusters Score -386499.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -386503.093750 Penalty: 2618.853516
	Iteration 60F: 3 clusters Score -386503.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -386504.593750 Penalty: 2618.853516
	Iteration 61Q: 3 clusters Score -386504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -386506.156250 Penalty: 2618.853516
	Iteration 62Q: 3 clusters Score -386506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -386507.781250 Penalty: 2618.853516
	Iteration 63Q: 3 clusters Score -386507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -386507.531250 Penalty: 2618.853516
	Iteration 64Q: 3 clusters Score -386507.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -386508.625000 Penalty: 2618.853516
	Iteration 65Q: 3 clusters Score -386508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -386509.156250 Penalty: 2618.853516
	Iteration 66Q: 3 clusters Score -386509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -386509.218750 Penalty: 2618.853516
	Iteration 67Q: 3 clusters Score -386509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -386510.937500 Penalty: 2618.853516
	Iteration 68Q: 3 clusters Score -386510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -386513.218750 Penalty: 2618.853516
	Iteration 69Q: 3 clusters Score -386513.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -386513.812500 Penalty: 2618.853516
	Iteration 70Q: 3 clusters Score -386513.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -386515.500000 Penalty: 2618.853516
	Iteration 71Q: 3 clusters Score -386515.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -386517.218750 Penalty: 2618.853516
	Iteration 72Q: 3 clusters Score -386517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -386517.156250 Penalty: 2618.853516
	Iteration 73Q: 3 clusters Score -386517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -386517.156250 Penalty: 2618.853516
	Iteration 74F: 3 clusters Score -386517.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Entering Unmasked Estep 
Score: -4068114.000000 Penalty: 1688.875488
	Iteration 0F: 2 clusters Score -4068114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -4046171.250000 Penalty: 3377.750977
	Iteration 0F: 3 clusters Score -4046171 nChanged 15201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -4054559.250000 Penalty: 3377.750977
	Iteration 1F: 3 clusters Score -4054559 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -4055119.250000 Penalty: 3377.750977
	Iteration 2Q: 3 clusters Score -4055119 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -4055918.750000 Penalty: 3377.750977
	Iteration 3F: 3 clusters Score -4055919 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -4057089.000000 Penalty: 3377.750977
	Iteration 4F: 3 clusters Score -4057089 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -4058852.500000 Penalty: 3377.750977
	Iteration 5F: 3 clusters Score -4058852 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -4061140.500000 Penalty: 3377.750977
	Iteration 6F: 3 clusters Score -4061140 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -4063443.500000 Penalty: 3377.750977
	Iteration 7F: 3 clusters Score -4063444 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -4065107.500000 Penalty: 3377.750977
	Iteration 8F: 3 clusters Score -4065108 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -4065946.500000 Penalty: 3377.750977
	Iteration 9Q: 3 clusters Score -4065946 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -4066330.250000 Penalty: 3377.750977
	Iteration 10Q: 3 clusters Score -4066330 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4066496.500000 Penalty: 3377.750977
	Iteration 11Q: 3 clusters Score -4066496 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -4066583.250000 Penalty: 3377.750977
	Iteration 12Q: 3 clusters Score -4066583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -4066615.500000 Penalty: 3377.750977
	Iteration 13Q: 3 clusters Score -4066616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -4066634.000000 Penalty: 3377.750977
	Iteration 14Q: 3 clusters Score -4066634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -4066642.500000 Penalty: 3377.750977
	Iteration 15Q: 3 clusters Score -4066642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -4066646.750000 Penalty: 3377.750977
	Iteration 16Q: 3 clusters Score -4066647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -4066658.250000 Penalty: 3377.750977
	Iteration 17Q: 3 clusters Score -4066658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4066661.000000 Penalty: 3377.750977
	Iteration 18Q: 3 clusters Score -4066661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -4066667.250000 Penalty: 3377.750977
	Iteration 19Q: 3 clusters Score -4066667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -4066667.250000 Penalty: 3377.750977
	Iteration 20F: 3 clusters Score -4066667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Entering Unmasked Estep 
Score: -1684338.500000 Penalty: 1552.271484
	Iteration 0F: 2 clusters Score -1684338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1674542.875000 Penalty: 3104.542969
	Iteration 0F: 3 clusters Score -1674543 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1677914.375000 Penalty: 3104.542969
	Iteration 1F: 3 clusters Score -1677914 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1678263.000000 Penalty: 3104.542969
	Iteration 2F: 3 clusters Score -1678263 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1678633.250000 Penalty: 3104.542969
	Iteration 3F: 3 clusters Score -1678633 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1679104.875000 Penalty: 3104.542969
	Iteration 4F: 3 clusters Score -1679105 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1679761.000000 Penalty: 3104.542969
	Iteration 5F: 3 clusters Score -1679761 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1680627.875000 Penalty: 3104.542969
	Iteration 6F: 3 clusters Score -1680628 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1681597.625000 Penalty: 3104.542969
	Iteration 7F: 3 clusters Score -1681598 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1682454.125000 Penalty: 3104.542969
	Iteration 8F: 3 clusters Score -1682454 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1682966.375000 Penalty: 3104.542969
	Iteration 9Q: 3 clusters Score -1682966 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1683208.000000 Penalty: 3104.542969
	Iteration 10Q: 3 clusters Score -1683208 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1683325.750000 Penalty: 3104.542969
	Iteration 11Q: 3 clusters Score -1683326 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1683380.250000 Penalty: 3104.542969
	Iteration 12Q: 3 clusters Score -1683380 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1683415.250000 Penalty: 3104.542969
	Iteration 13Q: 3 clusters Score -1683415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1683440.000000 Penalty: 3104.542969
	Iteration 14Q: 3 clusters Score -1683440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1683456.375000 Penalty: 3104.542969
	Iteration 15Q: 3 clusters Score -1683456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1683463.125000 Penalty: 3104.542969
	Iteration 16Q: 3 clusters Score -1683463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1683469.375000 Penalty: 3104.542969
	Iteration 17Q: 3 clusters Score -1683469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1683472.375000 Penalty: 3104.542969
	Iteration 18Q: 3 clusters Score -1683472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1683474.500000 Penalty: 3104.542969
	Iteration 19Q: 3 clusters Score -1683474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1683473.375000 Penalty: 3104.542969
	Iteration 20F: 3 clusters Score -1683473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1683472.250000 Penalty: 3104.542969
	Iteration 21Q: 3 clusters Score -1683472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1683473.125000 Penalty: 3104.542969
	Iteration 22Q: 3 clusters Score -1683473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1683475.375000 Penalty: 3104.542969
	Iteration 23Q: 3 clusters Score -1683475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1683477.125000 Penalty: 3104.542969
	Iteration 24Q: 3 clusters Score -1683477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1683476.750000 Penalty: 3104.542969
	Iteration 25Q: 3 clusters Score -1683477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1683479.875000 Penalty: 3104.542969
	Iteration 26Q: 3 clusters Score -1683480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1683481.375000 Penalty: 3104.542969
	Iteration 27Q: 3 clusters Score -1683481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1683481.375000 Penalty: 3104.542969
	Iteration 28F: 3 clusters Score -1683481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Entering Unmasked Estep 
Score: -183188.000000 Penalty: 1188.506592
	Iteration 0F: 2 clusters Score -183188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -181414.843750 Penalty: 2377.013184
	Iteration 0F: 3 clusters Score -181414.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -181759.640625 Penalty: 2377.013184
	Iteration 1F: 3 clusters Score -181759.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -181847.484375 Penalty: 2377.013184
	Iteration 2F: 3 clusters Score -181847.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -181894.593750 Penalty: 2377.013184
	Iteration 3Q: 3 clusters Score -181894.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -181916.093750 Penalty: 2377.013184
	Iteration 4Q: 3 clusters Score -181916.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -181929.296875 Penalty: 2377.013184
	Iteration 5Q: 3 clusters Score -181929.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -181940.718750 Penalty: 2377.013184
	Iteration 6Q: 3 clusters Score -181940.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -181945.531250 Penalty: 2377.013184
	Iteration 7Q: 3 clusters Score -181945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -181948.125000 Penalty: 2377.013184
	Iteration 8Q: 3 clusters Score -181948.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -181950.437500 Penalty: 2377.013184
	Iteration 9Q: 3 clusters Score -181950.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -181950.437500 Penalty: 2377.013184
	Iteration 10F: 3 clusters Score -181950.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Entering Unmasked Estep 
Score: -780910.875000 Penalty: 1424.615112
	Iteration 0F: 2 clusters Score -780910.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -775972.687500 Penalty: 2849.230225
	Iteration 0F: 3 clusters Score -775972.7 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -777419.500000 Penalty: 2849.230225
	Iteration 1F: 3 clusters Score -777419.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -777576.250000 Penalty: 2849.230225
	Iteration 2F: 3 clusters Score -777576.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -777665.250000 Penalty: 2849.230225
	Iteration 3Q: 3 clusters Score -777665.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -777720.187500 Penalty: 2849.230225
	Iteration 4Q: 3 clusters Score -777720.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -777774.125000 Penalty: 2849.230225
	Iteration 5Q: 3 clusters Score -777774.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -777820.750000 Penalty: 2849.230225
	Iteration 6Q: 3 clusters Score -777820.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -777860.375000 Penalty: 2849.230225
	Iteration 7Q: 3 clusters Score -777860.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -777900.000000 Penalty: 2849.230225
	Iteration 8Q: 3 clusters Score -777900 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -777943.250000 Penalty: 2849.230225
	Iteration 9Q: 3 clusters Score -777943.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -778003.187500 Penalty: 2849.230225
	Iteration 10Q: 3 clusters Score -778003.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -778073.062500 Penalty: 2849.230225
	Iteration 11Q: 3 clusters Score -778073.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -778150.312500 Penalty: 2849.230225
	Iteration 12Q: 3 clusters Score -778150.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -778231.437500 Penalty: 2849.230225
	Iteration 13Q: 3 clusters Score -778231.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -778339.750000 Penalty: 2849.230225
	Iteration 14Q: 3 clusters Score -778339.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -778466.562500 Penalty: 2849.230225
	Iteration 15Q: 3 clusters Score -778466.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -778608.750000 Penalty: 2849.230225
	Iteration 16Q: 3 clusters Score -778608.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -778760.000000 Penalty: 2849.230225
	Iteration 17Q: 3 clusters Score -778760 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -778926.500000 Penalty: 2849.230225
	Iteration 18Q: 3 clusters Score -778926.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -779106.875000 Penalty: 2849.230225
	Iteration 19Q: 3 clusters Score -779106.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -779240.312500 Penalty: 2849.230225
	Iteration 20F: 3 clusters Score -779240.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -779347.625000 Penalty: 2849.230225
	Iteration 21Q: 3 clusters Score -779347.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -779431.250000 Penalty: 2849.230225
	Iteration 22Q: 3 clusters Score -779431.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -779504.937500 Penalty: 2849.230225
	Iteration 23Q: 3 clusters Score -779504.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -779570.250000 Penalty: 2849.230225
	Iteration 24Q: 3 clusters Score -779570.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -779620.875000 Penalty: 2849.230225
	Iteration 25Q: 3 clusters Score -779620.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -779648.875000 Penalty: 2849.230225
	Iteration 26Q: 3 clusters Score -779648.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -779667.687500 Penalty: 2849.230225
	Iteration 27Q: 3 clusters Score -779667.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -779673.750000 Penalty: 2849.230225
	Iteration 28Q: 3 clusters Score -779673.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -779679.625000 Penalty: 2849.230225
	Iteration 29Q: 3 clusters Score -779679.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -779682.937500 Penalty: 2849.230225
	Iteration 30Q: 3 clusters Score -779682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -779686.500000 Penalty: 2849.230225
	Iteration 31Q: 3 clusters Score -779686.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -779689.500000 Penalty: 2849.230225
	Iteration 32Q: 3 clusters Score -779689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -779690.500000 Penalty: 2849.230225
	Iteration 33Q: 3 clusters Score -779690.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -779690.500000 Penalty: 2849.230225
	Iteration 34F: 3 clusters Score -779690.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Entering Unmasked Estep 
Score: -721422.250000 Penalty: 1409.529175
	Iteration 0F: 2 clusters Score -721422.2 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 2912 members 
Entering Unmasked Estep 
Score: -716893.312500 Penalty: 2819.058350
	Iteration 0F: 3 clusters Score -716893.3 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -718240.750000 Penalty: 2819.058350
	Iteration 1F: 3 clusters Score -718240.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -718468.000000 Penalty: 2819.058350
	Iteration 2F: 3 clusters Score -718468 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -718651.250000 Penalty: 2819.058350
	Iteration 3F: 3 clusters Score -718651.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -718785.250000 Penalty: 2819.058350
	Iteration 4Q: 3 clusters Score -718785.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -718900.125000 Penalty: 2819.058350
	Iteration 5Q: 3 clusters Score -718900.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -719044.375000 Penalty: 2819.058350
	Iteration 6Q: 3 clusters Score -719044.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -719187.062500 Penalty: 2819.058350
	Iteration 7Q: 3 clusters Score -719187.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -719356.500000 Penalty: 2819.058350
	Iteration 8Q: 3 clusters Score -719356.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -719584.375000 Penalty: 2819.058350
	Iteration 9Q: 3 clusters Score -719584.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -719888.062500 Penalty: 2819.058350
	Iteration 10Q: 3 clusters Score -719888.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -720210.625000 Penalty: 2819.058350
	Iteration 11Q: 3 clusters Score -720210.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -720434.250000 Penalty: 2819.058350
	Iteration 12Q: 3 clusters Score -720434.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -720548.437500 Penalty: 2819.058350
	Iteration 13Q: 3 clusters Score -720548.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -720613.250000 Penalty: 2819.058350
	Iteration 14Q: 3 clusters Score -720613.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -720651.000000 Penalty: 2819.058350
	Iteration 15Q: 3 clusters Score -720651 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -720681.375000 Penalty: 2819.058350
	Iteration 16Q: 3 clusters Score -720681.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -720698.750000 Penalty: 2819.058350
	Iteration 17Q: 3 clusters Score -720698.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -720713.312500 Penalty: 2819.058350
	Iteration 18Q: 3 clusters Score -720713.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -720727.562500 Penalty: 2819.058350
	Iteration 19Q: 3 clusters Score -720727.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -720737.437500 Penalty: 2819.058350
	Iteration 20F: 3 clusters Score -720737.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -720743.687500 Penalty: 2819.058350
	Iteration 21Q: 3 clusters Score -720743.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -720749.875000 Penalty: 2819.058350
	Iteration 22Q: 3 clusters Score -720749.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -720753.250000 Penalty: 2819.058350
	Iteration 23Q: 3 clusters Score -720753.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -720756.812500 Penalty: 2819.058350
	Iteration 24Q: 3 clusters Score -720756.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -720760.375000 Penalty: 2819.058350
	Iteration 25Q: 3 clusters Score -720760.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -720762.625000 Penalty: 2819.058350
	Iteration 26Q: 3 clusters Score -720762.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -720766.000000 Penalty: 2819.058350
	Iteration 27Q: 3 clusters Score -720766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -720769.000000 Penalty: 2819.058350
	Iteration 28Q: 3 clusters Score -720769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -720771.625000 Penalty: 2819.058350
	Iteration 29Q: 3 clusters Score -720771.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -720774.500000 Penalty: 2819.058350
	Iteration 30Q: 3 clusters Score -720774.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -720780.062500 Penalty: 2819.058350
	Iteration 31Q: 3 clusters Score -720780.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -720784.187500 Penalty: 2819.058350
	Iteration 32Q: 3 clusters Score -720784.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -720794.187500 Penalty: 2819.058350
	Iteration 33Q: 3 clusters Score -720794.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -720809.312500 Penalty: 2819.058350
	Iteration 34Q: 3 clusters Score -720809.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -720827.812500 Penalty: 2819.058350
	Iteration 35Q: 3 clusters Score -720827.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -720845.000000 Penalty: 2819.058350
	Iteration 36Q: 3 clusters Score -720845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -720860.187500 Penalty: 2819.058350
	Iteration 37Q: 3 clusters Score -720860.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -720879.375000 Penalty: 2819.058350
	Iteration 38Q: 3 clusters Score -720879.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -720892.500000 Penalty: 2819.058350
	Iteration 39Q: 3 clusters Score -720892.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -720907.125000 Penalty: 2819.058350
	Iteration 40F: 3 clusters Score -720907.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -720914.812500 Penalty: 2819.058350
	Iteration 41Q: 3 clusters Score -720914.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -720922.062500 Penalty: 2819.058350
	Iteration 42Q: 3 clusters Score -720922.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -720928.187500 Penalty: 2819.058350
	Iteration 43Q: 3 clusters Score -720928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -720930.500000 Penalty: 2819.058350
	Iteration 44Q: 3 clusters Score -720930.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -720933.125000 Penalty: 2819.058350
	Iteration 45Q: 3 clusters Score -720933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -720935.375000 Penalty: 2819.058350
	Iteration 46Q: 3 clusters Score -720935.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -720936.750000 Penalty: 2819.058350
	Iteration 47Q: 3 clusters Score -720936.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -720939.500000 Penalty: 2819.058350
	Iteration 48Q: 3 clusters Score -720939.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -720939.562500 Penalty: 2819.058350
	Iteration 49Q: 3 clusters Score -720939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -720940.250000 Penalty: 2819.058350
	Iteration 50Q: 3 clusters Score -720940.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -720942.000000 Penalty: 2819.058350
	Iteration 51Q: 3 clusters Score -720942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -720943.625000 Penalty: 2819.058350
	Iteration 52Q: 3 clusters Score -720943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -720943.125000 Penalty: 2819.058350
	Iteration 53Q: 3 clusters Score -720943.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -720944.625000 Penalty: 2819.058350
	Iteration 54Q: 3 clusters Score -720944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -720945.250000 Penalty: 2819.058350
	Iteration 55Q: 3 clusters Score -720945.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -720947.312500 Penalty: 2819.058350
	Iteration 56Q: 3 clusters Score -720947.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -720950.750000 Penalty: 2819.058350
	Iteration 57Q: 3 clusters Score -720950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -720952.062500 Penalty: 2819.058350
	Iteration 58Q: 3 clusters Score -720952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -720952.625000 Penalty: 2819.058350
	Iteration 59Q: 3 clusters Score -720952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -720952.562500 Penalty: 2819.058350
	Iteration 60F: 3 clusters Score -720952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -720953.562500 Penalty: 2819.058350
	Iteration 61Q: 3 clusters Score -720953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -720953.000000 Penalty: 2819.058350
	Iteration 62Q: 3 clusters Score -720953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -720952.937500 Penalty: 2819.058350
	Iteration 63Q: 3 clusters Score -720952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -720953.500000 Penalty: 2819.058350
	Iteration 64Q: 3 clusters Score -720953.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -720953.250000 Penalty: 2819.058350
	Iteration 65Q: 3 clusters Score -720953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -720953.812500 Penalty: 2819.058350
	Iteration 66Q: 3 clusters Score -720953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -720953.812500 Penalty: 2819.058350
	Iteration 67F: 3 clusters Score -720953.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Entering Unmasked Estep 
Score: -5489749.000000 Penalty: 1735.138794
	Iteration 0F: 2 clusters Score -5489749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -5460757.500000 Penalty: 3470.277588
	Iteration 0F: 3 clusters Score -5460758 nChanged 20254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -5471795.000000 Penalty: 3470.277588
	Iteration 1F: 3 clusters Score -5471795 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5472085.000000 Penalty: 3470.277588
	Iteration 2Q: 3 clusters Score -5472085 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -5472369.500000 Penalty: 3470.277588
	Iteration 3Q: 3 clusters Score -5472370 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -5472639.000000 Penalty: 3470.277588
	Iteration 4Q: 3 clusters Score -5472639 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -5472853.500000 Penalty: 3470.277588
	Iteration 5Q: 3 clusters Score -5472854 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -5473051.000000 Penalty: 3470.277588
	Iteration 6Q: 3 clusters Score -5473051 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -5473234.000000 Penalty: 3470.277588
	Iteration 7Q: 3 clusters Score -5473234 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -5473500.000000 Penalty: 3470.277588
	Iteration 8Q: 3 clusters Score -5473500 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -5473840.000000 Penalty: 3470.277588
	Iteration 9Q: 3 clusters Score -5473840 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -5474322.500000 Penalty: 3470.277588
	Iteration 10Q: 3 clusters Score -5474322 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -5475191.000000 Penalty: 3470.277588
	Iteration 11Q: 3 clusters Score -5475191 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -5476577.500000 Penalty: 3470.277588
	Iteration 12F: 3 clusters Score -5476578 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -5478714.500000 Penalty: 3470.277588
	Iteration 13F: 3 clusters Score -5478714 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -5481326.500000 Penalty: 3470.277588
	Iteration 14F: 3 clusters Score -5481326 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -5483921.500000 Penalty: 3470.277588
	Iteration 15F: 3 clusters Score -5483922 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5485997.500000 Penalty: 3470.277588
	Iteration 16Q: 3 clusters Score -5485998 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5487231.500000 Penalty: 3470.277588
	Iteration 17Q: 3 clusters Score -5487232 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5487824.000000 Penalty: 3470.277588
	Iteration 18Q: 3 clusters Score -5487824 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5488201.000000 Penalty: 3470.277588
	Iteration 19Q: 3 clusters Score -5488201 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5488385.000000 Penalty: 3470.277588
	Iteration 20F: 3 clusters Score -5488385 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5488480.000000 Penalty: 3470.277588
	Iteration 21Q: 3 clusters Score -5488480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5488501.000000 Penalty: 3470.277588
	Iteration 22Q: 3 clusters Score -5488501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5488509.500000 Penalty: 3470.277588
	Iteration 23Q: 3 clusters Score -5488510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5488519.000000 Penalty: 3470.277588
	Iteration 24Q: 3 clusters Score -5488519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5488534.500000 Penalty: 3470.277588
	Iteration 25Q: 3 clusters Score -5488534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5488537.000000 Penalty: 3470.277588
	Iteration 26Q: 3 clusters Score -5488537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5488541.500000 Penalty: 3470.277588
	Iteration 27Q: 3 clusters Score -5488542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5488542.000000 Penalty: 3470.277588
	Iteration 28Q: 3 clusters Score -5488542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5488542.000000 Penalty: 3470.277588
	Iteration 29F: 3 clusters Score -5488542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Entering Unmasked Estep 
Score: -384483.656250 Penalty: 1307.095215
	Iteration 0F: 2 clusters Score -384483.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -381683.000000 Penalty: 2614.190430
	Iteration 0F: 3 clusters Score -381683 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -382375.500000 Penalty: 2614.190430
	Iteration 1F: 3 clusters Score -382375.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -382511.281250 Penalty: 2614.190430
	Iteration 2F: 3 clusters Score -382511.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -382607.375000 Penalty: 2614.190430
	Iteration 3F: 3 clusters Score -382607.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -382679.562500 Penalty: 2614.190430
	Iteration 4Q: 3 clusters Score -382679.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -382737.187500 Penalty: 2614.190430
	Iteration 5Q: 3 clusters Score -382737.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -382779.562500 Penalty: 2614.190430
	Iteration 6Q: 3 clusters Score -382779.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -382814.062500 Penalty: 2614.190430
	Iteration 7Q: 3 clusters Score -382814.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -382850.843750 Penalty: 2614.190430
	Iteration 8Q: 3 clusters Score -382850.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -382879.406250 Penalty: 2614.190430
	Iteration 9Q: 3 clusters Score -382879.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -382909.312500 Penalty: 2614.190430
	Iteration 10Q: 3 clusters Score -382909.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -382936.937500 Penalty: 2614.190430
	Iteration 11Q: 3 clusters Score -382936.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -382970.437500 Penalty: 2614.190430
	Iteration 12Q: 3 clusters Score -382970.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -383012.562500 Penalty: 2614.190430
	Iteration 13Q: 3 clusters Score -383012.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -383044.625000 Penalty: 2614.190430
	Iteration 14Q: 3 clusters Score -383044.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -383068.406250 Penalty: 2614.190430
	Iteration 15Q: 3 clusters Score -383068.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -383093.218750 Penalty: 2614.190430
	Iteration 16Q: 3 clusters Score -383093.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -383109.906250 Penalty: 2614.190430
	Iteration 17Q: 3 clusters Score -383109.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -383121.406250 Penalty: 2614.190430
	Iteration 18Q: 3 clusters Score -383121.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -383133.562500 Penalty: 2614.190430
	Iteration 19Q: 3 clusters Score -383133.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -383147.843750 Penalty: 2614.190430
	Iteration 20F: 3 clusters Score -383147.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -383159.125000 Penalty: 2614.190430
	Iteration 21Q: 3 clusters Score -383159.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -383170.593750 Penalty: 2614.190430
	Iteration 22Q: 3 clusters Score -383170.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -383183.593750 Penalty: 2614.190430
	Iteration 23Q: 3 clusters Score -383183.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -383198.968750 Penalty: 2614.190430
	Iteration 24Q: 3 clusters Score -383199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -383212.750000 Penalty: 2614.190430
	Iteration 25Q: 3 clusters Score -383212.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -383221.343750 Penalty: 2614.190430
	Iteration 26Q: 3 clusters Score -383221.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -383232.250000 Penalty: 2614.190430
	Iteration 27Q: 3 clusters Score -383232.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -383240.750000 Penalty: 2614.190430
	Iteration 28Q: 3 clusters Score -383240.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -383249.875000 Penalty: 2614.190430
	Iteration 29Q: 3 clusters Score -383249.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -383257.375000 Penalty: 2614.190430
	Iteration 30Q: 3 clusters Score -383257.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -383264.687500 Penalty: 2614.190430
	Iteration 31Q: 3 clusters Score -383264.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -383270.875000 Penalty: 2614.190430
	Iteration 32Q: 3 clusters Score -383270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -383275.000000 Penalty: 2614.190430
	Iteration 33Q: 3 clusters Score -383275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -383282.437500 Penalty: 2614.190430
	Iteration 34Q: 3 clusters Score -383282.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -383289.906250 Penalty: 2614.190430
	Iteration 35Q: 3 clusters Score -383289.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -383296.500000 Penalty: 2614.190430
	Iteration 36Q: 3 clusters Score -383296.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -383304.031250 Penalty: 2614.190430
	Iteration 37Q: 3 clusters Score -383304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -383307.406250 Penalty: 2614.190430
	Iteration 38Q: 3 clusters Score -383307.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -383313.593750 Penalty: 2614.190430
	Iteration 39Q: 3 clusters Score -383313.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -383320.843750 Penalty: 2614.190430
	Iteration 40F: 3 clusters Score -383320.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -383326.156250 Penalty: 2614.190430
	Iteration 41Q: 3 clusters Score -383326.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -383328.093750 Penalty: 2614.190430
	Iteration 42Q: 3 clusters Score -383328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -383329.281250 Penalty: 2614.190430
	Iteration 43Q: 3 clusters Score -383329.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -383330.343750 Penalty: 2614.190430
	Iteration 44Q: 3 clusters Score -383330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -383331.750000 Penalty: 2614.190430
	Iteration 45Q: 3 clusters Score -383331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -383334.406250 Penalty: 2614.190430
	Iteration 46Q: 3 clusters Score -383334.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -383340.437500 Penalty: 2614.190430
	Iteration 47Q: 3 clusters Score -383340.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -383342.375000 Penalty: 2614.190430
	Iteration 48Q: 3 clusters Score -383342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -383344.968750 Penalty: 2614.190430
	Iteration 49Q: 3 clusters Score -383345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -383346.062500 Penalty: 2614.190430
	Iteration 50Q: 3 clusters Score -383346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -383347.062500 Penalty: 2614.190430
	Iteration 51Q: 3 clusters Score -383347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -383349.468750 Penalty: 2614.190430
	Iteration 52Q: 3 clusters Score -383349.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -383350.250000 Penalty: 2614.190430
	Iteration 53Q: 3 clusters Score -383350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -383351.406250 Penalty: 2614.190430
	Iteration 54Q: 3 clusters Score -383351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -383351.406250 Penalty: 2614.190430
	Iteration 55F: 3 clusters Score -383351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 10215 members 
Mstep: Class 3 contains 11968 members 
Mstep: Class 4 contains 38529 members 
Mstep: Class 5 contains 83445 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 92365 members 
Mstep: Class 8 contains 83891 members 
Mstep: Class 9 contains 30730 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 23914 members 
Mstep: Class 12 contains 7800 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3159 members 
Mstep: Class 17 contains 32633 members 
Mstep: Class 18 contains 14079 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 6418 members 
Mstep: Class 21 contains 5849 members 
Mstep: Class 22 contains 43381 members 
Mstep: Class 23 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647204.000000 Penalty: 49153.574219
Iteration 199Q: 24 clusters Score -6.26472e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 10223 members 
Mstep: Class 3 contains 11987 members 
Mstep: Class 4 contains 38532 members 
Mstep: Class 5 contains 83449 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 92331 members 
Mstep: Class 8 contains 83760 members 
Mstep: Class 9 contains 30725 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 23913 members 
Mstep: Class 12 contains 7799 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 32627 members 
Mstep: Class 18 contains 14079 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 6417 members 
Mstep: Class 21 contains 5848 members 
Mstep: Class 22 contains 43383 members 
Mstep: Class 23 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647208.000000 Penalty: 49153.574219
Iteration 200F: 24 clusters Score -6.264721e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 10272 members 
Mstep: Class 3 contains 12008 members 
Mstep: Class 4 contains 38531 members 
Mstep: Class 5 contains 83453 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 92287 members 
Mstep: Class 8 contains 83631 members 
Mstep: Class 9 contains 30722 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 23917 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 32618 members 
Mstep: Class 18 contains 14080 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 6413 members 
Mstep: Class 21 contains 5852 members 
Mstep: Class 22 contains 43383 members 
Mstep: Class 23 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647212.000000 Penalty: 49153.574219
Iteration 201Q: 24 clusters Score -6.264721e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 10336 members 
Mstep: Class 3 contains 12018 members 
Mstep: Class 4 contains 38530 members 
Mstep: Class 5 contains 83448 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 92260 members 
Mstep: Class 8 contains 83430 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 23918 members 
Mstep: Class 12 contains 7787 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 32604 members 
Mstep: Class 18 contains 14081 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 6411 members 
Mstep: Class 21 contains 5865 members 
Mstep: Class 22 contains 43383 members 
Mstep: Class 23 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647412.000000 Penalty: 49153.574219
Iteration 202Q: 24 clusters Score -6.264741e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 10384 members 
Mstep: Class 3 contains 12027 members 
Mstep: Class 4 contains 38527 members 
Mstep: Class 5 contains 83443 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 92221 members 
Mstep: Class 8 contains 83210 members 
Mstep: Class 9 contains 30732 members 
Mstep: Class 10 contains 3757 members 
Mstep: Class 11 contains 23920 members 
Mstep: Class 12 contains 7783 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 32598 members 
Mstep: Class 18 contains 14082 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 6410 members 
Mstep: Class 21 contains 5871 members 
Mstep: Class 22 contains 43382 members 
Mstep: Class 23 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647480.000000 Penalty: 49153.574219
Iteration 203Q: 24 clusters Score -6.264748e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 10424 members 
Mstep: Class 3 contains 12039 members 
Mstep: Class 4 contains 38536 members 
Mstep: Class 5 contains 83440 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 92188 members 
Mstep: Class 8 contains 82952 members 
Mstep: Class 9 contains 30738 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23919 members 
Mstep: Class 12 contains 7779 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 32588 members 
Mstep: Class 18 contains 14082 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 6410 members 
Mstep: Class 21 contains 5881 members 
Mstep: Class 22 contains 43386 members 
Mstep: Class 23 contains 3115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647660.000000 Penalty: 49153.574219
Iteration 204Q: 24 clusters Score -6.264766e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 10465 members 
Mstep: Class 3 contains 12060 members 
Mstep: Class 4 contains 38522 members 
Mstep: Class 5 contains 83435 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 92146 members 
Mstep: Class 8 contains 82653 members 
Mstep: Class 9 contains 30741 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 23919 members 
Mstep: Class 12 contains 7770 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 32587 members 
Mstep: Class 18 contains 14082 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 6409 members 
Mstep: Class 21 contains 5890 members 
Mstep: Class 22 contains 43388 members 
Mstep: Class 23 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647820.000000 Penalty: 49153.574219
Iteration 205Q: 24 clusters Score -6.264782e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 12078 members 
Mstep: Class 4 contains 38509 members 
Mstep: Class 5 contains 83425 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 92099 members 
Mstep: Class 8 contains 82318 members 
Mstep: Class 9 contains 30747 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 23923 members 
Mstep: Class 12 contains 7772 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 17 contains 32589 members 
Mstep: Class 18 contains 14082 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 6409 members 
Mstep: Class 21 contains 5896 members 
Mstep: Class 22 contains 43390 members 
Mstep: Class 23 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648012.000000 Penalty: 49153.574219
Iteration 206Q: 24 clusters Score -6.264801e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 10521 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 38494 members 
Mstep: Class 5 contains 83421 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 92060 members 
Mstep: Class 8 contains 82011 members 
Mstep: Class 9 contains 30748 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 23926 members 
Mstep: Class 12 contains 7775 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3145 members 
Mstep: Class 17 contains 32589 members 
Mstep: Class 18 contains 14082 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 6408 members 
Mstep: Class 21 contains 5901 members 
Mstep: Class 22 contains 43396 members 
Mstep: Class 23 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648124.000000 Penalty: 49153.574219
Iteration 207Q: 24 clusters Score -6.264812e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 10544 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 38472 members 
Mstep: Class 5 contains 83416 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 92008 members 
Mstep: Class 8 contains 81730 members 
Mstep: Class 9 contains 30754 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 23925 members 
Mstep: Class 12 contains 7776 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 32593 members 
Mstep: Class 18 contains 14082 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 6408 members 
Mstep: Class 21 contains 5907 members 
Mstep: Class 22 contains 43403 members 
Mstep: Class 23 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648224.000000 Penalty: 49153.574219
Iteration 208Q: 24 clusters Score -6.264822e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 12112 members 
Mstep: Class 4 contains 38438 members 
Mstep: Class 5 contains 83413 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 91960 members 
Mstep: Class 8 contains 81457 members 
Mstep: Class 9 contains 30762 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 23930 members 
Mstep: Class 12 contains 7777 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 32593 members 
Mstep: Class 18 contains 14084 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 6408 members 
Mstep: Class 21 contains 5919 members 
Mstep: Class 22 contains 43411 members 
Mstep: Class 23 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648236.000000 Penalty: 49153.574219
Iteration 209Q: 24 clusters Score -6.264824e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 10589 members 
Mstep: Class 3 contains 12123 members 
Mstep: Class 4 contains 38432 members 
Mstep: Class 5 contains 83409 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 91906 members 
Mstep: Class 8 contains 81203 members 
Mstep: Class 9 contains 30773 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 23930 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 32592 members 
Mstep: Class 18 contains 14084 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 6405 members 
Mstep: Class 21 contains 5923 members 
Mstep: Class 22 contains 43412 members 
Mstep: Class 23 contains 3109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648284.000000 Penalty: 49153.574219
Iteration 210Q: 24 clusters Score -6.264828e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 12134 members 
Mstep: Class 4 contains 38406 members 
Mstep: Class 5 contains 83403 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 91858 members 
Mstep: Class 8 contains 80978 members 
Mstep: Class 9 contains 30781 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 23928 members 
Mstep: Class 12 contains 7781 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 32590 members 
Mstep: Class 18 contains 14086 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 6402 members 
Mstep: Class 21 contains 5931 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648432.000000 Penalty: 49153.574219
Iteration 211Q: 24 clusters Score -6.264843e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 10620 members 
Mstep: Class 3 contains 12153 members 
Mstep: Class 4 contains 38372 members 
Mstep: Class 5 contains 83401 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 91832 members 
Mstep: Class 8 contains 80782 members 
Mstep: Class 9 contains 30780 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 23925 members 
Mstep: Class 12 contains 7784 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 3135 members 
Mstep: Class 17 contains 32594 members 
Mstep: Class 18 contains 14086 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 6399 members 
Mstep: Class 21 contains 5938 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648528.000000 Penalty: 49153.574219
Iteration 212Q: 24 clusters Score -6.264853e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 12159 members 
Mstep: Class 4 contains 38336 members 
Mstep: Class 5 contains 83397 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 91800 members 
Mstep: Class 8 contains 80594 members 
Mstep: Class 9 contains 30780 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 23924 members 
Mstep: Class 12 contains 7788 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 32599 members 
Mstep: Class 18 contains 14087 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 6399 members 
Mstep: Class 21 contains 5945 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648576.000000 Penalty: 49153.574219
Iteration 213Q: 24 clusters Score -6.264858e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 10638 members 
Mstep: Class 3 contains 12169 members 
Mstep: Class 4 contains 38294 members 
Mstep: Class 5 contains 83394 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 91764 members 
Mstep: Class 8 contains 80444 members 
Mstep: Class 9 contains 30781 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 23925 members 
Mstep: Class 12 contains 7790 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 32604 members 
Mstep: Class 18 contains 14088 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 6398 members 
Mstep: Class 21 contains 5952 members 
Mstep: Class 22 contains 43418 members 
Mstep: Class 23 contains 3110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648648.000000 Penalty: 49153.574219
Iteration 214Q: 24 clusters Score -6.264865e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 10658 members 
Mstep: Class 3 contains 12176 members 
Mstep: Class 4 contains 38270 members 
Mstep: Class 5 contains 83393 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 91739 members 
Mstep: Class 8 contains 80289 members 
Mstep: Class 9 contains 30781 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 23924 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 32599 members 
Mstep: Class 18 contains 14088 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 6396 members 
Mstep: Class 21 contains 5955 members 
Mstep: Class 22 contains 43419 members 
Mstep: Class 23 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648712.000000 Penalty: 49153.574219
Iteration 215Q: 24 clusters Score -6.264871e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 10657 members 
Mstep: Class 3 contains 12184 members 
Mstep: Class 4 contains 38241 members 
Mstep: Class 5 contains 83391 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 91715 members 
Mstep: Class 8 contains 80164 members 
Mstep: Class 9 contains 30780 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 23924 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 32602 members 
Mstep: Class 18 contains 14090 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 6394 members 
Mstep: Class 21 contains 5958 members 
Mstep: Class 22 contains 43421 members 
Mstep: Class 23 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648792.000000 Penalty: 49153.574219
Iteration 216Q: 24 clusters Score -6.264879e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 12183 members 
Mstep: Class 4 contains 38210 members 
Mstep: Class 5 contains 83391 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 7 contains 91701 members 
Mstep: Class 8 contains 80049 members 
Mstep: Class 9 contains 30777 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 23928 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 32606 members 
Mstep: Class 18 contains 14092 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 22 contains 43420 members 
Mstep: Class 23 contains 3119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648848.000000 Penalty: 49153.574219
Iteration 217Q: 24 clusters Score -6.264885e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 10661 members 
Mstep: Class 3 contains 12183 members 
Mstep: Class 4 contains 38185 members 
Mstep: Class 5 contains 83392 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91684 members 
Mstep: Class 8 contains 79933 members 
Mstep: Class 9 contains 30774 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 23928 members 
Mstep: Class 12 contains 7793 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 32610 members 
Mstep: Class 18 contains 14093 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 43421 members 
Mstep: Class 23 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648768.000000 Penalty: 49153.574219
Iteration 218Q: 24 clusters Score -6.264877e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 10662 members 
Mstep: Class 3 contains 12185 members 
Mstep: Class 4 contains 38154 members 
Mstep: Class 5 contains 83392 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91673 members 
Mstep: Class 8 contains 79839 members 
Mstep: Class 9 contains 30770 members 
Mstep: Class 10 contains 3761 members 
Mstep: Class 11 contains 23927 members 
Mstep: Class 12 contains 7793 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 32610 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 6388 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 43421 members 
Mstep: Class 23 contains 3117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648868.000000 Penalty: 49153.574219
Iteration 219Q: 24 clusters Score -6.264887e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 10663 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 38125 members 
Mstep: Class 5 contains 83393 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91669 members 
Mstep: Class 8 contains 79725 members 
Mstep: Class 9 contains 30768 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 11 contains 23926 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 32610 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 43422 members 
Mstep: Class 23 contains 3116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648928.000000 Penalty: 49153.574219
Iteration 220F: 24 clusters Score -6.264893e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 10663 members 
Mstep: Class 3 contains 12202 members 
Mstep: Class 4 contains 38100 members 
Mstep: Class 5 contains 83395 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91663 members 
Mstep: Class 8 contains 79624 members 
Mstep: Class 9 contains 30763 members 
Mstep: Class 10 contains 3761 members 
Mstep: Class 11 contains 23923 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 32611 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 6385 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 22 contains 43420 members 
Mstep: Class 23 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648956.000000 Penalty: 49153.574219
Iteration 221Q: 24 clusters Score -6.264896e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 12208 members 
Mstep: Class 4 contains 38076 members 
Mstep: Class 5 contains 83396 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91650 members 
Mstep: Class 8 contains 79514 members 
Mstep: Class 9 contains 30765 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 23924 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 32610 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 6387 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 22 contains 43420 members 
Mstep: Class 23 contains 3117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649004.000000 Penalty: 49153.574219
Iteration 222Q: 24 clusters Score -6.2649e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 12213 members 
Mstep: Class 4 contains 38045 members 
Mstep: Class 5 contains 83398 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91639 members 
Mstep: Class 8 contains 79424 members 
Mstep: Class 9 contains 30764 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 23922 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 32608 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 6387 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 43418 members 
Mstep: Class 23 contains 3117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649068.000000 Penalty: 49153.574219
Iteration 223Q: 24 clusters Score -6.264907e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 12213 members 
Mstep: Class 4 contains 38024 members 
Mstep: Class 5 contains 83399 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91633 members 
Mstep: Class 8 contains 79344 members 
Mstep: Class 9 contains 30763 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 23924 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 32612 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 6387 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649088.000000 Penalty: 49153.574219
Iteration 224Q: 24 clusters Score -6.264909e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 10661 members 
Mstep: Class 3 contains 12213 members 
Mstep: Class 4 contains 38014 members 
Mstep: Class 5 contains 83398 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91626 members 
Mstep: Class 8 contains 79271 members 
Mstep: Class 9 contains 30762 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 23925 members 
Mstep: Class 12 contains 7793 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3130 members 
Mstep: Class 17 contains 32612 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 6388 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649076.000000 Penalty: 49153.574219
Iteration 225Q: 24 clusters Score -6.264908e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 10660 members 
Mstep: Class 3 contains 12214 members 
Mstep: Class 4 contains 38009 members 
Mstep: Class 5 contains 83397 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91616 members 
Mstep: Class 8 contains 79218 members 
Mstep: Class 9 contains 30764 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 23925 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 32613 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5971 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649032.000000 Penalty: 49153.574219
Iteration 226Q: 24 clusters Score -6.264903e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 10658 members 
Mstep: Class 3 contains 12214 members 
Mstep: Class 4 contains 38000 members 
Mstep: Class 5 contains 83398 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91612 members 
Mstep: Class 8 contains 79180 members 
Mstep: Class 9 contains 30763 members 
Mstep: Class 10 contains 3757 members 
Mstep: Class 11 contains 23921 members 
Mstep: Class 12 contains 7793 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 32612 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5973 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649032.000000 Penalty: 49153.574219
Iteration 227Q: 24 clusters Score -6.264903e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 10656 members 
Mstep: Class 3 contains 12214 members 
Mstep: Class 4 contains 37995 members 
Mstep: Class 5 contains 83399 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91605 members 
Mstep: Class 8 contains 79140 members 
Mstep: Class 9 contains 30763 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 23923 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3125 members 
Mstep: Class 17 contains 32613 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5973 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649100.000000 Penalty: 49153.574219
Iteration 228Q: 24 clusters Score -6.26491e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 10651 members 
Mstep: Class 3 contains 12215 members 
Mstep: Class 4 contains 37987 members 
Mstep: Class 5 contains 83399 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91595 members 
Mstep: Class 8 contains 79108 members 
Mstep: Class 9 contains 30765 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 23922 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3124 members 
Mstep: Class 17 contains 32613 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5973 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649088.000000 Penalty: 49153.574219
Iteration 229Q: 24 clusters Score -6.264909e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 10650 members 
Mstep: Class 3 contains 12215 members 
Mstep: Class 4 contains 37978 members 
Mstep: Class 5 contains 83399 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91588 members 
Mstep: Class 8 contains 79079 members 
Mstep: Class 9 contains 30766 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 23922 members 
Mstep: Class 12 contains 7791 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3123 members 
Mstep: Class 17 contains 32614 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6388 members 
Mstep: Class 21 contains 5971 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648992.000000 Penalty: 49153.574219
Iteration 230Q: 24 clusters Score -6.264899e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 12218 members 
Mstep: Class 4 contains 37956 members 
Mstep: Class 5 contains 83397 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91580 members 
Mstep: Class 8 contains 79041 members 
Mstep: Class 9 contains 30767 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 23923 members 
Mstep: Class 12 contains 7791 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32616 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5971 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649040.000000 Penalty: 49153.574219
Iteration 231Q: 24 clusters Score -6.264904e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 10655 members 
Mstep: Class 3 contains 12220 members 
Mstep: Class 4 contains 37939 members 
Mstep: Class 5 contains 83395 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91573 members 
Mstep: Class 8 contains 79010 members 
Mstep: Class 9 contains 30768 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 23922 members 
Mstep: Class 12 contains 7789 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32616 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5971 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648988.000000 Penalty: 49153.574219
Iteration 232Q: 24 clusters Score -6.264899e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 10657 members 
Mstep: Class 3 contains 12223 members 
Mstep: Class 4 contains 37929 members 
Mstep: Class 5 contains 83395 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91567 members 
Mstep: Class 8 contains 78995 members 
Mstep: Class 9 contains 30764 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 23924 members 
Mstep: Class 12 contains 7785 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3123 members 
Mstep: Class 17 contains 32616 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5970 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649000.000000 Penalty: 49153.574219
Iteration 233Q: 24 clusters Score -6.2649e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 10657 members 
Mstep: Class 3 contains 12224 members 
Mstep: Class 4 contains 37924 members 
Mstep: Class 5 contains 83396 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91563 members 
Mstep: Class 8 contains 78976 members 
Mstep: Class 9 contains 30764 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 23924 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3123 members 
Mstep: Class 17 contains 32616 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5970 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648992.000000 Penalty: 49153.574219
Iteration 234Q: 24 clusters Score -6.264899e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 10657 members 
Mstep: Class 3 contains 12223 members 
Mstep: Class 4 contains 37918 members 
Mstep: Class 5 contains 83396 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91559 members 
Mstep: Class 8 contains 78952 members 
Mstep: Class 9 contains 30762 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23927 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3123 members 
Mstep: Class 17 contains 32615 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5971 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649020.000000 Penalty: 49153.574219
Iteration 235Q: 24 clusters Score -6.264902e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 10658 members 
Mstep: Class 3 contains 12224 members 
Mstep: Class 4 contains 37916 members 
Mstep: Class 5 contains 83396 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91555 members 
Mstep: Class 8 contains 78930 members 
Mstep: Class 9 contains 30762 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23925 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3123 members 
Mstep: Class 17 contains 32615 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5972 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649012.000000 Penalty: 49153.574219
Iteration 236Q: 24 clusters Score -6.264901e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 10660 members 
Mstep: Class 3 contains 12224 members 
Mstep: Class 4 contains 37916 members 
Mstep: Class 5 contains 83396 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91553 members 
Mstep: Class 8 contains 78913 members 
Mstep: Class 9 contains 30762 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23926 members 
Mstep: Class 12 contains 7785 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3123 members 
Mstep: Class 17 contains 32615 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5973 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649028.000000 Penalty: 49153.574219
Iteration 237Q: 24 clusters Score -6.264903e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 10659 members 
Mstep: Class 3 contains 12222 members 
Mstep: Class 4 contains 37917 members 
Mstep: Class 5 contains 83396 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91556 members 
Mstep: Class 8 contains 78891 members 
Mstep: Class 9 contains 30762 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23929 members 
Mstep: Class 12 contains 7784 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32615 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5973 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649012.000000 Penalty: 49153.574219
Iteration 238Q: 24 clusters Score -6.264901e+07 nChanged 38
Entering ConstructFrom: 
Score: -62649012.000000 Penalty: 49153.574219
Entering ConstructFrom: 
Trying to split cluster 1 (17051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Entering Unmasked Estep 
Score: -2154833.000000 Penalty: 1583.394165
	Iteration 0F: 2 clusters Score -2154833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2143139.000000 Penalty: 3166.788330
	Iteration 0F: 3 clusters Score -2143139 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2147544.000000 Penalty: 3166.788330
	Iteration 1F: 3 clusters Score -2147544 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2147858.500000 Penalty: 3166.788330
	Iteration 2F: 3 clusters Score -2147858 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2148136.750000 Penalty: 3166.788330
	Iteration 3Q: 3 clusters Score -2148137 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2148382.500000 Penalty: 3166.788330
	Iteration 4Q: 3 clusters Score -2148382 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2148676.250000 Penalty: 3166.788330
	Iteration 5Q: 3 clusters Score -2148676 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2149063.000000 Penalty: 3166.788330
	Iteration 6Q: 3 clusters Score -2149063 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2149524.000000 Penalty: 3166.788330
	Iteration 7F: 3 clusters Score -2149524 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2150056.000000 Penalty: 3166.788330
	Iteration 8F: 3 clusters Score -2150056 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2150701.750000 Penalty: 3166.788330
	Iteration 9F: 3 clusters Score -2150702 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2151399.250000 Penalty: 3166.788330
	Iteration 10F: 3 clusters Score -2151399 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2152014.000000 Penalty: 3166.788330
	Iteration 11Q: 3 clusters Score -2152014 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2152485.000000 Penalty: 3166.788330
	Iteration 12Q: 3 clusters Score -2152485 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2152836.500000 Penalty: 3166.788330
	Iteration 13Q: 3 clusters Score -2152836 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2153095.750000 Penalty: 3166.788330
	Iteration 14Q: 3 clusters Score -2153096 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2153245.750000 Penalty: 3166.788330
	Iteration 15Q: 3 clusters Score -2153246 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2153327.750000 Penalty: 3166.788330
	Iteration 16Q: 3 clusters Score -2153328 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2153367.000000 Penalty: 3166.788330
	Iteration 17Q: 3 clusters Score -2153367 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2153404.750000 Penalty: 3166.788330
	Iteration 18Q: 3 clusters Score -2153405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2153427.500000 Penalty: 3166.788330
	Iteration 19Q: 3 clusters Score -2153428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2153444.500000 Penalty: 3166.788330
	Iteration 20F: 3 clusters Score -2153444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2153463.250000 Penalty: 3166.788330
	Iteration 21Q: 3 clusters Score -2153463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2153477.750000 Penalty: 3166.788330
	Iteration 22Q: 3 clusters Score -2153478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2153492.250000 Penalty: 3166.788330
	Iteration 23Q: 3 clusters Score -2153492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2153500.250000 Penalty: 3166.788330
	Iteration 24Q: 3 clusters Score -2153500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2153512.250000 Penalty: 3166.788330
	Iteration 25Q: 3 clusters Score -2153512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2153519.750000 Penalty: 3166.788330
	Iteration 26Q: 3 clusters Score -2153520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2153525.000000 Penalty: 3166.788330
	Iteration 27Q: 3 clusters Score -2153525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2153528.250000 Penalty: 3166.788330
	Iteration 28Q: 3 clusters Score -2153528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2153530.750000 Penalty: 3166.788330
	Iteration 29Q: 3 clusters Score -2153531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2153536.750000 Penalty: 3166.788330
	Iteration 30Q: 3 clusters Score -2153537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2153536.000000 Penalty: 3166.788330
	Iteration 31Q: 3 clusters Score -2153536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2153539.000000 Penalty: 3166.788330
	Iteration 32Q: 3 clusters Score -2153539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2153537.000000 Penalty: 3166.788330
	Iteration 33Q: 3 clusters Score -2153537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2153536.250000 Penalty: 3166.788330
	Iteration 34Q: 3 clusters Score -2153536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2153537.750000 Penalty: 3166.788330
	Iteration 35Q: 3 clusters Score -2153538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2153539.250000 Penalty: 3166.788330
	Iteration 36Q: 3 clusters Score -2153539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2153539.500000 Penalty: 3166.788330
	Iteration 37Q: 3 clusters Score -2153540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2153542.750000 Penalty: 3166.788330
	Iteration 38Q: 3 clusters Score -2153543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2153542.750000 Penalty: 3166.788330
	Iteration 39F: 3 clusters Score -2153543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Entering Unmasked Estep 
Score: -1345068.750000 Penalty: 1506.989990
	Iteration 0F: 2 clusters Score -1345069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1337475.500000 Penalty: 3013.979980
	Iteration 0F: 3 clusters Score -1337476 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1340003.250000 Penalty: 3013.979980
	Iteration 1F: 3 clusters Score -1340003 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1340239.625000 Penalty: 3013.979980
	Iteration 2F: 3 clusters Score -1340240 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1340435.625000 Penalty: 3013.979980
	Iteration 3Q: 3 clusters Score -1340436 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1340637.250000 Penalty: 3013.979980
	Iteration 4Q: 3 clusters Score -1340637 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1340838.625000 Penalty: 3013.979980
	Iteration 5Q: 3 clusters Score -1340839 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1341053.625000 Penalty: 3013.979980
	Iteration 6Q: 3 clusters Score -1341054 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1341279.625000 Penalty: 3013.979980
	Iteration 7Q: 3 clusters Score -1341280 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1341499.625000 Penalty: 3013.979980
	Iteration 8Q: 3 clusters Score -1341500 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1341737.500000 Penalty: 3013.979980
	Iteration 9Q: 3 clusters Score -1341738 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1341986.125000 Penalty: 3013.979980
	Iteration 10Q: 3 clusters Score -1341986 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1342193.125000 Penalty: 3013.979980
	Iteration 11Q: 3 clusters Score -1342193 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1342386.500000 Penalty: 3013.979980
	Iteration 12Q: 3 clusters Score -1342386 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1342582.750000 Penalty: 3013.979980
	Iteration 13Q: 3 clusters Score -1342583 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1342784.125000 Penalty: 3013.979980
	Iteration 14Q: 3 clusters Score -1342784 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1342985.750000 Penalty: 3013.979980
	Iteration 15Q: 3 clusters Score -1342986 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1343161.875000 Penalty: 3013.979980
	Iteration 16Q: 3 clusters Score -1343162 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1343320.375000 Penalty: 3013.979980
	Iteration 17Q: 3 clusters Score -1343320 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1343440.875000 Penalty: 3013.979980
	Iteration 18Q: 3 clusters Score -1343441 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1343549.875000 Penalty: 3013.979980
	Iteration 19Q: 3 clusters Score -1343550 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1343661.125000 Penalty: 3013.979980
	Iteration 20F: 3 clusters Score -1343661 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1343752.375000 Penalty: 3013.979980
	Iteration 21Q: 3 clusters Score -1343752 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1343840.625000 Penalty: 3013.979980
	Iteration 22Q: 3 clusters Score -1343841 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1343940.625000 Penalty: 3013.979980
	Iteration 23Q: 3 clusters Score -1343941 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1344010.500000 Penalty: 3013.979980
	Iteration 24Q: 3 clusters Score -1344010 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1344060.750000 Penalty: 3013.979980
	Iteration 25Q: 3 clusters Score -1344061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1344098.750000 Penalty: 3013.979980
	Iteration 26Q: 3 clusters Score -1344099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1344123.000000 Penalty: 3013.979980
	Iteration 27Q: 3 clusters Score -1344123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1344141.250000 Penalty: 3013.979980
	Iteration 28Q: 3 clusters Score -1344141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1344148.750000 Penalty: 3013.979980
	Iteration 29Q: 3 clusters Score -1344149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1344156.000000 Penalty: 3013.979980
	Iteration 30Q: 3 clusters Score -1344156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1344161.000000 Penalty: 3013.979980
	Iteration 31Q: 3 clusters Score -1344161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1344163.375000 Penalty: 3013.979980
	Iteration 32Q: 3 clusters Score -1344163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1344167.625000 Penalty: 3013.979980
	Iteration 33Q: 3 clusters Score -1344168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1344170.375000 Penalty: 3013.979980
	Iteration 34Q: 3 clusters Score -1344170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1344170.625000 Penalty: 3013.979980
	Iteration 35Q: 3 clusters Score -1344171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1344173.125000 Penalty: 3013.979980
	Iteration 36Q: 3 clusters Score -1344173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1344172.375000 Penalty: 3013.979980
	Iteration 37Q: 3 clusters Score -1344172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1344172.875000 Penalty: 3013.979980
	Iteration 38Q: 3 clusters Score -1344173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1344174.250000 Penalty: 3013.979980
	Iteration 39Q: 3 clusters Score -1344174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1344175.000000 Penalty: 3013.979980
	Iteration 40F: 3 clusters Score -1344175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1344175.750000 Penalty: 3013.979980
	Iteration 41Q: 3 clusters Score -1344176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1344176.250000 Penalty: 3013.979980
	Iteration 42Q: 3 clusters Score -1344176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1344178.125000 Penalty: 3013.979980
	Iteration 43Q: 3 clusters Score -1344178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1344178.750000 Penalty: 3013.979980
	Iteration 44Q: 3 clusters Score -1344179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1344180.375000 Penalty: 3013.979980
	Iteration 45Q: 3 clusters Score -1344180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1344182.000000 Penalty: 3013.979980
	Iteration 46Q: 3 clusters Score -1344182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1344182.750000 Penalty: 3013.979980
	Iteration 47Q: 3 clusters Score -1344183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1344183.125000 Penalty: 3013.979980
	Iteration 48Q: 3 clusters Score -1344183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1344182.500000 Penalty: 3013.979980
	Iteration 49Q: 3 clusters Score -1344182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1344184.875000 Penalty: 3013.979980
	Iteration 50Q: 3 clusters Score -1344185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1344186.375000 Penalty: 3013.979980
	Iteration 51Q: 3 clusters Score -1344186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1344186.000000 Penalty: 3013.979980
	Iteration 52Q: 3 clusters Score -1344186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1344186.500000 Penalty: 3013.979980
	Iteration 53Q: 3 clusters Score -1344186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1344186.500000 Penalty: 3013.979980
	Iteration 54F: 3 clusters Score -1344186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Entering Unmasked Estep 
Score: -1516814.125000 Penalty: 1529.272949
	Iteration 0F: 2 clusters Score -1516814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1508241.875000 Penalty: 3058.545898
	Iteration 0F: 3 clusters Score -1508242 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1511097.375000 Penalty: 3058.545898
	Iteration 1F: 3 clusters Score -1511097 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1511335.375000 Penalty: 3058.545898
	Iteration 2F: 3 clusters Score -1511335 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1511536.875000 Penalty: 3058.545898
	Iteration 3Q: 3 clusters Score -1511537 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1511720.625000 Penalty: 3058.545898
	Iteration 4Q: 3 clusters Score -1511721 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1511895.000000 Penalty: 3058.545898
	Iteration 5Q: 3 clusters Score -1511895 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1512086.125000 Penalty: 3058.545898
	Iteration 6Q: 3 clusters Score -1512086 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1512282.875000 Penalty: 3058.545898
	Iteration 7Q: 3 clusters Score -1512283 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1512508.250000 Penalty: 3058.545898
	Iteration 8Q: 3 clusters Score -1512508 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1512819.125000 Penalty: 3058.545898
	Iteration 9Q: 3 clusters Score -1512819 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1513176.250000 Penalty: 3058.545898
	Iteration 10Q: 3 clusters Score -1513176 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1513571.875000 Penalty: 3058.545898
	Iteration 11Q: 3 clusters Score -1513572 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1513937.000000 Penalty: 3058.545898
	Iteration 12Q: 3 clusters Score -1513937 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1514199.250000 Penalty: 3058.545898
	Iteration 13Q: 3 clusters Score -1514199 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1514363.875000 Penalty: 3058.545898
	Iteration 14Q: 3 clusters Score -1514364 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1514487.500000 Penalty: 3058.545898
	Iteration 15Q: 3 clusters Score -1514488 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1514575.125000 Penalty: 3058.545898
	Iteration 16Q: 3 clusters Score -1514575 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1514651.000000 Penalty: 3058.545898
	Iteration 17Q: 3 clusters Score -1514651 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1514726.125000 Penalty: 3058.545898
	Iteration 18Q: 3 clusters Score -1514726 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1514781.375000 Penalty: 3058.545898
	Iteration 19Q: 3 clusters Score -1514781 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1514826.000000 Penalty: 3058.545898
	Iteration 20F: 3 clusters Score -1514826 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1514864.375000 Penalty: 3058.545898
	Iteration 21Q: 3 clusters Score -1514864 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1514898.625000 Penalty: 3058.545898
	Iteration 22Q: 3 clusters Score -1514899 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1514925.875000 Penalty: 3058.545898
	Iteration 23Q: 3 clusters Score -1514926 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1514948.250000 Penalty: 3058.545898
	Iteration 24Q: 3 clusters Score -1514948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1514960.750000 Penalty: 3058.545898
	Iteration 25Q: 3 clusters Score -1514961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1514982.500000 Penalty: 3058.545898
	Iteration 26Q: 3 clusters Score -1514982 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1514996.500000 Penalty: 3058.545898
	Iteration 27Q: 3 clusters Score -1514996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1515007.750000 Penalty: 3058.545898
	Iteration 28Q: 3 clusters Score -1515008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1515019.625000 Penalty: 3058.545898
	Iteration 29Q: 3 clusters Score -1515020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1515031.750000 Penalty: 3058.545898
	Iteration 30Q: 3 clusters Score -1515032 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1515045.375000 Penalty: 3058.545898
	Iteration 31Q: 3 clusters Score -1515045 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1515058.250000 Penalty: 3058.545898
	Iteration 32Q: 3 clusters Score -1515058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1515080.125000 Penalty: 3058.545898
	Iteration 33Q: 3 clusters Score -1515080 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1515096.000000 Penalty: 3058.545898
	Iteration 34Q: 3 clusters Score -1515096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1515105.000000 Penalty: 3058.545898
	Iteration 35Q: 3 clusters Score -1515105 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1515115.625000 Penalty: 3058.545898
	Iteration 36Q: 3 clusters Score -1515116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1515131.125000 Penalty: 3058.545898
	Iteration 37Q: 3 clusters Score -1515131 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1515138.250000 Penalty: 3058.545898
	Iteration 38Q: 3 clusters Score -1515138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1515151.375000 Penalty: 3058.545898
	Iteration 39Q: 3 clusters Score -1515151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1515160.000000 Penalty: 3058.545898
	Iteration 40F: 3 clusters Score -1515160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1515175.250000 Penalty: 3058.545898
	Iteration 41Q: 3 clusters Score -1515175 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1515187.250000 Penalty: 3058.545898
	Iteration 42Q: 3 clusters Score -1515187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1515209.750000 Penalty: 3058.545898
	Iteration 43Q: 3 clusters Score -1515210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1515222.000000 Penalty: 3058.545898
	Iteration 44Q: 3 clusters Score -1515222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1515239.375000 Penalty: 3058.545898
	Iteration 45Q: 3 clusters Score -1515239 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1515255.375000 Penalty: 3058.545898
	Iteration 46Q: 3 clusters Score -1515255 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1515274.125000 Penalty: 3058.545898
	Iteration 47Q: 3 clusters Score -1515274 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1515289.750000 Penalty: 3058.545898
	Iteration 48Q: 3 clusters Score -1515290 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1515305.250000 Penalty: 3058.545898
	Iteration 49Q: 3 clusters Score -1515305 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1515320.375000 Penalty: 3058.545898
	Iteration 50Q: 3 clusters Score -1515320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1515335.000000 Penalty: 3058.545898
	Iteration 51Q: 3 clusters Score -1515335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1515363.875000 Penalty: 3058.545898
	Iteration 52Q: 3 clusters Score -1515364 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1515383.125000 Penalty: 3058.545898
	Iteration 53Q: 3 clusters Score -1515383 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1515409.625000 Penalty: 3058.545898
	Iteration 54Q: 3 clusters Score -1515410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1515426.750000 Penalty: 3058.545898
	Iteration 55Q: 3 clusters Score -1515427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1515443.375000 Penalty: 3058.545898
	Iteration 56Q: 3 clusters Score -1515443 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1515451.625000 Penalty: 3058.545898
	Iteration 57Q: 3 clusters Score -1515452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1515463.000000 Penalty: 3058.545898
	Iteration 58Q: 3 clusters Score -1515463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1515477.250000 Penalty: 3058.545898
	Iteration 59Q: 3 clusters Score -1515477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1515492.750000 Penalty: 3058.545898
	Iteration 60F: 3 clusters Score -1515493 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1515503.750000 Penalty: 3058.545898
	Iteration 61Q: 3 clusters Score -1515504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1515511.125000 Penalty: 3058.545898
	Iteration 62Q: 3 clusters Score -1515511 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1515526.500000 Penalty: 3058.545898
	Iteration 63Q: 3 clusters Score -1515526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1515527.125000 Penalty: 3058.545898
	Iteration 64Q: 3 clusters Score -1515527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1515538.000000 Penalty: 3058.545898
	Iteration 65Q: 3 clusters Score -1515538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1515544.875000 Penalty: 3058.545898
	Iteration 66Q: 3 clusters Score -1515545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1515551.250000 Penalty: 3058.545898
	Iteration 67Q: 3 clusters Score -1515551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1515557.125000 Penalty: 3058.545898
	Iteration 68Q: 3 clusters Score -1515557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1515563.125000 Penalty: 3058.545898
	Iteration 69Q: 3 clusters Score -1515563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1515568.500000 Penalty: 3058.545898
	Iteration 70Q: 3 clusters Score -1515568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1515573.625000 Penalty: 3058.545898
	Iteration 71Q: 3 clusters Score -1515574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1515580.000000 Penalty: 3058.545898
	Iteration 72Q: 3 clusters Score -1515580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1515581.000000 Penalty: 3058.545898
	Iteration 73Q: 3 clusters Score -1515581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1515585.500000 Penalty: 3058.545898
	Iteration 74Q: 3 clusters Score -1515586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1515586.625000 Penalty: 3058.545898
	Iteration 75Q: 3 clusters Score -1515587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1515588.875000 Penalty: 3058.545898
	Iteration 76Q: 3 clusters Score -1515589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1515587.375000 Penalty: 3058.545898
	Iteration 77Q: 3 clusters Score -1515587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1515591.625000 Penalty: 3058.545898
	Iteration 78Q: 3 clusters Score -1515592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1515590.500000 Penalty: 3058.545898
	Iteration 79Q: 3 clusters Score -1515590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1515590.875000 Penalty: 3058.545898
	Iteration 80F: 3 clusters Score -1515591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1515590.750000 Penalty: 3058.545898
	Iteration 81Q: 3 clusters Score -1515591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1515593.125000 Penalty: 3058.545898
	Iteration 82Q: 3 clusters Score -1515593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1515592.125000 Penalty: 3058.545898
	Iteration 83Q: 3 clusters Score -1515592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1515592.750000 Penalty: 3058.545898
	Iteration 84Q: 3 clusters Score -1515593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1515592.625000 Penalty: 3058.545898
	Iteration 85Q: 3 clusters Score -1515593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1515592.375000 Penalty: 3058.545898
	Iteration 86Q: 3 clusters Score -1515592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1515590.875000 Penalty: 3058.545898
	Iteration 87Q: 3 clusters Score -1515591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1515593.250000 Penalty: 3058.545898
	Iteration 88Q: 3 clusters Score -1515593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1515593.250000 Penalty: 3058.545898
	Iteration 89F: 3 clusters Score -1515593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Entering Unmasked Estep 
Score: -4813848.000000 Penalty: 1713.271118
	Iteration 0F: 2 clusters Score -4813848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -4788307.000000 Penalty: 3426.542236
	Iteration 0F: 3 clusters Score -4788307 nChanged 17658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4798095.500000 Penalty: 3426.542236
	Iteration 1F: 3 clusters Score -4798096 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4798417.000000 Penalty: 3426.542236
	Iteration 2Q: 3 clusters Score -4798417 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -4798685.000000 Penalty: 3426.542236
	Iteration 3Q: 3 clusters Score -4798685 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4798940.000000 Penalty: 3426.542236
	Iteration 4Q: 3 clusters Score -4798940 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -4799168.000000 Penalty: 3426.542236
	Iteration 5Q: 3 clusters Score -4799168 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -4799412.000000 Penalty: 3426.542236
	Iteration 6Q: 3 clusters Score -4799412 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -4799684.500000 Penalty: 3426.542236
	Iteration 7Q: 3 clusters Score -4799684 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -4799980.000000 Penalty: 3426.542236
	Iteration 8Q: 3 clusters Score -4799980 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -4800392.500000 Penalty: 3426.542236
	Iteration 9Q: 3 clusters Score -4800392 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -4801051.500000 Penalty: 3426.542236
	Iteration 10Q: 3 clusters Score -4801052 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -4802199.500000 Penalty: 3426.542236
	Iteration 11Q: 3 clusters Score -4802200 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -4803787.000000 Penalty: 3426.542236
	Iteration 12F: 3 clusters Score -4803787 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -4805826.500000 Penalty: 3426.542236
	Iteration 13F: 3 clusters Score -4805826 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -4808131.000000 Penalty: 3426.542236
	Iteration 14F: 3 clusters Score -4808131 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4809966.000000 Penalty: 3426.542236
	Iteration 15F: 3 clusters Score -4809966 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4811051.000000 Penalty: 3426.542236
	Iteration 16Q: 3 clusters Score -4811051 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4811700.000000 Penalty: 3426.542236
	Iteration 17Q: 3 clusters Score -4811700 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4812010.000000 Penalty: 3426.542236
	Iteration 18Q: 3 clusters Score -4812010 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4812152.000000 Penalty: 3426.542236
	Iteration 19Q: 3 clusters Score -4812152 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4812254.000000 Penalty: 3426.542236
	Iteration 20F: 3 clusters Score -4812254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4812314.500000 Penalty: 3426.542236
	Iteration 21Q: 3 clusters Score -4812314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4812360.000000 Penalty: 3426.542236
	Iteration 22Q: 3 clusters Score -4812360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4812387.500000 Penalty: 3426.542236
	Iteration 23Q: 3 clusters Score -4812388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4812425.500000 Penalty: 3426.542236
	Iteration 24Q: 3 clusters Score -4812426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4812448.500000 Penalty: 3426.542236
	Iteration 25Q: 3 clusters Score -4812448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4812469.000000 Penalty: 3426.542236
	Iteration 26Q: 3 clusters Score -4812469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4812481.500000 Penalty: 3426.542236
	Iteration 27Q: 3 clusters Score -4812482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4812486.000000 Penalty: 3426.542236
	Iteration 28Q: 3 clusters Score -4812486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4812488.500000 Penalty: 3426.542236
	Iteration 29Q: 3 clusters Score -4812488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4812493.500000 Penalty: 3426.542236
	Iteration 30Q: 3 clusters Score -4812494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4812498.000000 Penalty: 3426.542236
	Iteration 31Q: 3 clusters Score -4812498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4812502.000000 Penalty: 3426.542236
	Iteration 32Q: 3 clusters Score -4812502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4812503.500000 Penalty: 3426.542236
	Iteration 33Q: 3 clusters Score -4812504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4812506.500000 Penalty: 3426.542236
	Iteration 34Q: 3 clusters Score -4812506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4812509.000000 Penalty: 3426.542236
	Iteration 35Q: 3 clusters Score -4812509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4812513.000000 Penalty: 3426.542236
	Iteration 36Q: 3 clusters Score -4812513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4812516.000000 Penalty: 3426.542236
	Iteration 37Q: 3 clusters Score -4812516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4812517.000000 Penalty: 3426.542236
	Iteration 38Q: 3 clusters Score -4812517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4812522.000000 Penalty: 3426.542236
	Iteration 39Q: 3 clusters Score -4812522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4812522.000000 Penalty: 3426.542236
	Iteration 40F: 3 clusters Score -4812522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4812522.500000 Penalty: 3426.542236
	Iteration 41Q: 3 clusters Score -4812522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4812525.500000 Penalty: 3426.542236
	Iteration 42Q: 3 clusters Score -4812526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4812527.000000 Penalty: 3426.542236
	Iteration 43Q: 3 clusters Score -4812527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4812530.500000 Penalty: 3426.542236
	Iteration 44Q: 3 clusters Score -4812530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4812531.000000 Penalty: 3426.542236
	Iteration 45Q: 3 clusters Score -4812531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4812533.500000 Penalty: 3426.542236
	Iteration 46Q: 3 clusters Score -4812534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4812533.500000 Penalty: 3426.542236
	Iteration 47F: 3 clusters Score -4812534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (83397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Entering Unmasked Estep 
Score: -10302618.000000 Penalty: 1841.347168
	Iteration 0F: 2 clusters Score -1.030262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -10250901.000000 Penalty: 3682.694336
	Iteration 0F: 3 clusters Score -1.02509e+07 nChanged 39900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -10273676.000000 Penalty: 3682.694336
	Iteration 1F: 3 clusters Score -1.027368e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -10274144.000000 Penalty: 3682.694336
	Iteration 2Q: 3 clusters Score -1.027414e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -10274582.000000 Penalty: 3682.694336
	Iteration 3Q: 3 clusters Score -1.027458e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -10275047.000000 Penalty: 3682.694336
	Iteration 4Q: 3 clusters Score -1.027505e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -10275474.000000 Penalty: 3682.694336
	Iteration 5Q: 3 clusters Score -1.027547e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -10275990.000000 Penalty: 3682.694336
	Iteration 6Q: 3 clusters Score -1.027599e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -10276527.000000 Penalty: 3682.694336
	Iteration 7Q: 3 clusters Score -1.027653e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -10277249.000000 Penalty: 3682.694336
	Iteration 8Q: 3 clusters Score -1.027725e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -10278075.000000 Penalty: 3682.694336
	Iteration 9Q: 3 clusters Score -1.027808e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -10279284.000000 Penalty: 3682.694336
	Iteration 10Q: 3 clusters Score -1.027928e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -10281586.000000 Penalty: 3682.694336
	Iteration 11F: 3 clusters Score -1.028159e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -10285056.000000 Penalty: 3682.694336
	Iteration 12F: 3 clusters Score -1.028506e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -10289460.000000 Penalty: 3682.694336
	Iteration 13F: 3 clusters Score -1.028946e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -10293895.000000 Penalty: 3682.694336
	Iteration 14F: 3 clusters Score -1.02939e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -10297370.000000 Penalty: 3682.694336
	Iteration 15F: 3 clusters Score -1.029737e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 81004 members 
Entering Unmasked Estep 
Score: -10299457.000000 Penalty: 3682.694336
	Iteration 16Q: 3 clusters Score -1.029946e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 82228 members 
Entering Unmasked Estep 
Score: -10300596.000000 Penalty: 3682.694336
	Iteration 17Q: 3 clusters Score -1.03006e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -10301065.000000 Penalty: 3682.694336
	Iteration 18Q: 3 clusters Score -1.030106e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 82845 members 
Entering Unmasked Estep 
Score: -10301284.000000 Penalty: 3682.694336
	Iteration 19Q: 3 clusters Score -1.030128e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 82887 members 
Entering Unmasked Estep 
Score: -10301402.000000 Penalty: 3682.694336
	Iteration 20F: 3 clusters Score -1.03014e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 82912 members 
Entering Unmasked Estep 
Score: -10301442.000000 Penalty: 3682.694336
	Iteration 21Q: 3 clusters Score -1.030144e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 82927 members 
Entering Unmasked Estep 
Score: -10301464.000000 Penalty: 3682.694336
	Iteration 22Q: 3 clusters Score -1.030146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 82932 members 
Entering Unmasked Estep 
Score: -10301481.000000 Penalty: 3682.694336
	Iteration 23Q: 3 clusters Score -1.030148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 82939 members 
Entering Unmasked Estep 
Score: -10301491.000000 Penalty: 3682.694336
	Iteration 24Q: 3 clusters Score -1.030149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 82944 members 
Entering Unmasked Estep 
Score: -10301493.000000 Penalty: 3682.694336
	Iteration 25Q: 3 clusters Score -1.030149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 82946 members 
Entering Unmasked Estep 
Score: -10301500.000000 Penalty: 3682.694336
	Iteration 26Q: 3 clusters Score -1.03015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 82945 members 
Entering Unmasked Estep 
Score: -10301504.000000 Penalty: 3682.694336
	Iteration 27Q: 3 clusters Score -1.03015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 82944 members 
Entering Unmasked Estep 
Score: -10301516.000000 Penalty: 3682.694336
	Iteration 28Q: 3 clusters Score -1.030152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 82943 members 
Entering Unmasked Estep 
Score: -10301511.000000 Penalty: 3682.694336
	Iteration 29Q: 3 clusters Score -1.030151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 82945 members 
Entering Unmasked Estep 
Score: -10301527.000000 Penalty: 3682.694336
	Iteration 30Q: 3 clusters Score -1.030153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 82939 members 
Entering Unmasked Estep 
Score: -10301519.000000 Penalty: 3682.694336
	Iteration 31Q: 3 clusters Score -1.030152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 82939 members 
Entering Unmasked Estep 
Score: -10301523.000000 Penalty: 3682.694336
	Iteration 32Q: 3 clusters Score -1.030152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -10301524.000000 Penalty: 3682.694336
	Iteration 33Q: 3 clusters Score -1.030152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 82945 members 
Entering Unmasked Estep 
Score: -10301529.000000 Penalty: 3682.694336
	Iteration 34Q: 3 clusters Score -1.030153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 82949 members 
Entering Unmasked Estep 
Score: -10301525.000000 Penalty: 3682.694336
	Iteration 35Q: 3 clusters Score -1.030152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 82951 members 
Entering Unmasked Estep 
Score: -10301528.000000 Penalty: 3682.694336
	Iteration 36Q: 3 clusters Score -1.030153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -10301537.000000 Penalty: 3682.694336
	Iteration 37Q: 3 clusters Score -1.030154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 82958 members 
Entering Unmasked Estep 
Score: -10301543.000000 Penalty: 3682.694336
	Iteration 38Q: 3 clusters Score -1.030154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -10301542.000000 Penalty: 3682.694336
	Iteration 39Q: 3 clusters Score -1.030154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -10301541.000000 Penalty: 3682.694336
	Iteration 40F: 3 clusters Score -1.030154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -10301538.000000 Penalty: 3682.694336
	Iteration 41Q: 3 clusters Score -1.030154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -10301538.000000 Penalty: 3682.694336
	Iteration 42F: 3 clusters Score -1.030154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Entering Unmasked Estep 
Score: -429465.093750 Penalty: 1328.846313
	Iteration 0F: 2 clusters Score -429465.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -426406.218750 Penalty: 2657.692627
	Iteration 0F: 3 clusters Score -426406.2 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -427174.562500 Penalty: 2657.692627
	Iteration 1F: 3 clusters Score -427174.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -427304.812500 Penalty: 2657.692627
	Iteration 2F: 3 clusters Score -427304.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -427395.000000 Penalty: 2657.692627
	Iteration 3F: 3 clusters Score -427395 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -427462.000000 Penalty: 2657.692627
	Iteration 4Q: 3 clusters Score -427462 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -427524.531250 Penalty: 2657.692627
	Iteration 5Q: 3 clusters Score -427524.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -427569.593750 Penalty: 2657.692627
	Iteration 6Q: 3 clusters Score -427569.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -427607.875000 Penalty: 2657.692627
	Iteration 7Q: 3 clusters Score -427607.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -427642.468750 Penalty: 2657.692627
	Iteration 8Q: 3 clusters Score -427642.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -427663.937500 Penalty: 2657.692627
	Iteration 9Q: 3 clusters Score -427663.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -427680.500000 Penalty: 2657.692627
	Iteration 10Q: 3 clusters Score -427680.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -427696.156250 Penalty: 2657.692627
	Iteration 11Q: 3 clusters Score -427696.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -427717.281250 Penalty: 2657.692627
	Iteration 12Q: 3 clusters Score -427717.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -427734.906250 Penalty: 2657.692627
	Iteration 13Q: 3 clusters Score -427734.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -427749.531250 Penalty: 2657.692627
	Iteration 14Q: 3 clusters Score -427749.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -427761.843750 Penalty: 2657.692627
	Iteration 15Q: 3 clusters Score -427761.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -427772.343750 Penalty: 2657.692627
	Iteration 16Q: 3 clusters Score -427772.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -427780.218750 Penalty: 2657.692627
	Iteration 17Q: 3 clusters Score -427780.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -427786.218750 Penalty: 2657.692627
	Iteration 18Q: 3 clusters Score -427786.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -427794.968750 Penalty: 2657.692627
	Iteration 19Q: 3 clusters Score -427795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -427804.968750 Penalty: 2657.692627
	Iteration 20F: 3 clusters Score -427805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -427812.187500 Penalty: 2657.692627
	Iteration 21Q: 3 clusters Score -427812.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -427820.187500 Penalty: 2657.692627
	Iteration 22Q: 3 clusters Score -427820.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -427829.000000 Penalty: 2657.692627
	Iteration 23Q: 3 clusters Score -427829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -427836.718750 Penalty: 2657.692627
	Iteration 24Q: 3 clusters Score -427836.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -427843.125000 Penalty: 2657.692627
	Iteration 25Q: 3 clusters Score -427843.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -427849.468750 Penalty: 2657.692627
	Iteration 26Q: 3 clusters Score -427849.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -427856.312500 Penalty: 2657.692627
	Iteration 27Q: 3 clusters Score -427856.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -427863.000000 Penalty: 2657.692627
	Iteration 28Q: 3 clusters Score -427863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -427866.968750 Penalty: 2657.692627
	Iteration 29Q: 3 clusters Score -427867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -427870.687500 Penalty: 2657.692627
	Iteration 30Q: 3 clusters Score -427870.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -427874.156250 Penalty: 2657.692627
	Iteration 31Q: 3 clusters Score -427874.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -427877.250000 Penalty: 2657.692627
	Iteration 32Q: 3 clusters Score -427877.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -427882.125000 Penalty: 2657.692627
	Iteration 33Q: 3 clusters Score -427882.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -427887.562500 Penalty: 2657.692627
	Iteration 34Q: 3 clusters Score -427887.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -427890.031250 Penalty: 2657.692627
	Iteration 35Q: 3 clusters Score -427890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -427892.406250 Penalty: 2657.692627
	Iteration 36Q: 3 clusters Score -427892.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -427893.343750 Penalty: 2657.692627
	Iteration 37Q: 3 clusters Score -427893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -427894.406250 Penalty: 2657.692627
	Iteration 38Q: 3 clusters Score -427894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -427893.937500 Penalty: 2657.692627
	Iteration 39Q: 3 clusters Score -427893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -427895.125000 Penalty: 2657.692627
	Iteration 40F: 3 clusters Score -427895.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -427895.875000 Penalty: 2657.692627
	Iteration 41Q: 3 clusters Score -427895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -427896.656250 Penalty: 2657.692627
	Iteration 42Q: 3 clusters Score -427896.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -427897.312500 Penalty: 2657.692627
	Iteration 43Q: 3 clusters Score -427897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -427899.000000 Penalty: 2657.692627
	Iteration 44Q: 3 clusters Score -427899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -427899.500000 Penalty: 2657.692627
	Iteration 45Q: 3 clusters Score -427899.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -427900.937500 Penalty: 2657.692627
	Iteration 46Q: 3 clusters Score -427900.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -427903.750000 Penalty: 2657.692627
	Iteration 47Q: 3 clusters Score -427903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -427904.812500 Penalty: 2657.692627
	Iteration 48Q: 3 clusters Score -427904.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -427908.593750 Penalty: 2657.692627
	Iteration 49Q: 3 clusters Score -427908.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -427911.406250 Penalty: 2657.692627
	Iteration 50Q: 3 clusters Score -427911.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -427914.125000 Penalty: 2657.692627
	Iteration 51Q: 3 clusters Score -427914.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -427919.375000 Penalty: 2657.692627
	Iteration 52Q: 3 clusters Score -427919.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -427927.625000 Penalty: 2657.692627
	Iteration 53Q: 3 clusters Score -427927.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -427935.250000 Penalty: 2657.692627
	Iteration 54Q: 3 clusters Score -427935.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -427943.062500 Penalty: 2657.692627
	Iteration 55Q: 3 clusters Score -427943.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -427951.156250 Penalty: 2657.692627
	Iteration 56Q: 3 clusters Score -427951.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -427959.781250 Penalty: 2657.692627
	Iteration 57Q: 3 clusters Score -427959.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -427967.500000 Penalty: 2657.692627
	Iteration 58Q: 3 clusters Score -427967.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -427972.656250 Penalty: 2657.692627
	Iteration 59Q: 3 clusters Score -427972.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -427977.531250 Penalty: 2657.692627
	Iteration 60F: 3 clusters Score -427977.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -427984.375000 Penalty: 2657.692627
	Iteration 61Q: 3 clusters Score -427984.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -427992.250000 Penalty: 2657.692627
	Iteration 62Q: 3 clusters Score -427992.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -427997.406250 Penalty: 2657.692627
	Iteration 63Q: 3 clusters Score -427997.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -428005.437500 Penalty: 2657.692627
	Iteration 64Q: 3 clusters Score -428005.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -428010.625000 Penalty: 2657.692627
	Iteration 65Q: 3 clusters Score -428010.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -428017.406250 Penalty: 2657.692627
	Iteration 66Q: 3 clusters Score -428017.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -428028.250000 Penalty: 2657.692627
	Iteration 67Q: 3 clusters Score -428028.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -428036.750000 Penalty: 2657.692627
	Iteration 68Q: 3 clusters Score -428036.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -428045.281250 Penalty: 2657.692627
	Iteration 69Q: 3 clusters Score -428045.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -428056.250000 Penalty: 2657.692627
	Iteration 70Q: 3 clusters Score -428056.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -428070.375000 Penalty: 2657.692627
	Iteration 71Q: 3 clusters Score -428070.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -428086.218750 Penalty: 2657.692627
	Iteration 72Q: 3 clusters Score -428086.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -428099.281250 Penalty: 2657.692627
	Iteration 73Q: 3 clusters Score -428099.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -428113.343750 Penalty: 2657.692627
	Iteration 74Q: 3 clusters Score -428113.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -428124.781250 Penalty: 2657.692627
	Iteration 75Q: 3 clusters Score -428124.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -428136.031250 Penalty: 2657.692627
	Iteration 76Q: 3 clusters Score -428136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -428150.937500 Penalty: 2657.692627
	Iteration 77Q: 3 clusters Score -428150.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -428165.093750 Penalty: 2657.692627
	Iteration 78Q: 3 clusters Score -428165.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -428179.437500 Penalty: 2657.692627
	Iteration 79Q: 3 clusters Score -428179.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -428188.000000 Penalty: 2657.692627
	Iteration 80F: 3 clusters Score -428188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -428198.156250 Penalty: 2657.692627
	Iteration 81Q: 3 clusters Score -428198.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -428209.375000 Penalty: 2657.692627
	Iteration 82Q: 3 clusters Score -428209.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -428220.500000 Penalty: 2657.692627
	Iteration 83Q: 3 clusters Score -428220.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -428228.843750 Penalty: 2657.692627
	Iteration 84Q: 3 clusters Score -428228.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -428234.281250 Penalty: 2657.692627
	Iteration 85Q: 3 clusters Score -428234.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -428238.156250 Penalty: 2657.692627
	Iteration 86Q: 3 clusters Score -428238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -428241.031250 Penalty: 2657.692627
	Iteration 87Q: 3 clusters Score -428241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -428246.437500 Penalty: 2657.692627
	Iteration 88Q: 3 clusters Score -428246.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -428252.125000 Penalty: 2657.692627
	Iteration 89Q: 3 clusters Score -428252.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -428257.781250 Penalty: 2657.692627
	Iteration 90Q: 3 clusters Score -428257.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -428263.781250 Penalty: 2657.692627
	Iteration 91Q: 3 clusters Score -428263.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -428270.375000 Penalty: 2657.692627
	Iteration 92Q: 3 clusters Score -428270.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -428278.375000 Penalty: 2657.692627
	Iteration 93Q: 3 clusters Score -428278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -428283.218750 Penalty: 2657.692627
	Iteration 94Q: 3 clusters Score -428283.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -428289.843750 Penalty: 2657.692627
	Iteration 95Q: 3 clusters Score -428289.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -428297.250000 Penalty: 2657.692627
	Iteration 96Q: 3 clusters Score -428297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -428300.812500 Penalty: 2657.692627
	Iteration 97Q: 3 clusters Score -428300.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -428304.187500 Penalty: 2657.692627
	Iteration 98Q: 3 clusters Score -428304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -428305.531250 Penalty: 2657.692627
	Iteration 99Q: 3 clusters Score -428305.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -428305.718750 Penalty: 2657.692627
	Iteration 100F: 3 clusters Score -428305.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (91559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Entering Unmasked Estep 
Score: -11343142.000000 Penalty: 1856.520020
	Iteration 0F: 2 clusters Score -1.134314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -11291178.000000 Penalty: 3713.040039
	Iteration 0F: 3 clusters Score -1.129118e+07 nChanged 43872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -11317037.000000 Penalty: 3713.040039
	Iteration 1F: 3 clusters Score -1.131704e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -11318110.000000 Penalty: 3713.040039
	Iteration 2Q: 3 clusters Score -1.131811e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -11319617.000000 Penalty: 3713.040039
	Iteration 3Q: 3 clusters Score -1.131962e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -11321865.000000 Penalty: 3713.040039
	Iteration 4F: 3 clusters Score -1.132186e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -11325347.000000 Penalty: 3713.040039
	Iteration 5F: 3 clusters Score -1.132535e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -11329795.000000 Penalty: 3713.040039
	Iteration 6F: 3 clusters Score -1.13298e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -11334543.000000 Penalty: 3713.040039
	Iteration 7F: 3 clusters Score -1.133454e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -11338135.000000 Penalty: 3713.040039
	Iteration 8F: 3 clusters Score -1.133814e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 89143 members 
Entering Unmasked Estep 
Score: -11340070.000000 Penalty: 3713.040039
	Iteration 9Q: 3 clusters Score -1.134007e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 90495 members 
Entering Unmasked Estep 
Score: -11340953.000000 Penalty: 3713.040039
	Iteration 10Q: 3 clusters Score -1.134095e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
Score: -11341261.000000 Penalty: 3713.040039
	Iteration 11Q: 3 clusters Score -1.134126e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -11341391.000000 Penalty: 3713.040039
	Iteration 12Q: 3 clusters Score -1.134139e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -11341465.000000 Penalty: 3713.040039
	Iteration 13Q: 3 clusters Score -1.134146e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -11341532.000000 Penalty: 3713.040039
	Iteration 14Q: 3 clusters Score -1.134153e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 91317 members 
Entering Unmasked Estep 
Score: -11341572.000000 Penalty: 3713.040039
	Iteration 15Q: 3 clusters Score -1.134157e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -11341582.000000 Penalty: 3713.040039
	Iteration 16Q: 3 clusters Score -1.134158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -11341592.000000 Penalty: 3713.040039
	Iteration 17Q: 3 clusters Score -1.134159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 91338 members 
Entering Unmasked Estep 
Score: -11341588.000000 Penalty: 3713.040039
	Iteration 18Q: 3 clusters Score -1.134159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -11341595.000000 Penalty: 3713.040039
	Iteration 19Q: 3 clusters Score -1.13416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -11341595.000000 Penalty: 3713.040039
	Iteration 20F: 3 clusters Score -1.13416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (78867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Entering Unmasked Estep 
Score: -9819270.000000 Penalty: 1832.271729
	Iteration 0F: 2 clusters Score -9819270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -9769994.000000 Penalty: 3664.543457
	Iteration 0F: 3 clusters Score -9769994 nChanged 37505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -9791610.000000 Penalty: 3664.543457
	Iteration 1F: 3 clusters Score -9791610 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -9792303.000000 Penalty: 3664.543457
	Iteration 2Q: 3 clusters Score -9792303 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -9793161.000000 Penalty: 3664.543457
	Iteration 3Q: 3 clusters Score -9793161 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -9794469.000000 Penalty: 3664.543457
	Iteration 4Q: 3 clusters Score -9794469 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -9796467.000000 Penalty: 3664.543457
	Iteration 5F: 3 clusters Score -9796467 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -9799639.000000 Penalty: 3664.543457
	Iteration 6F: 3 clusters Score -9799639 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -9803491.000000 Penalty: 3664.543457
	Iteration 7F: 3 clusters Score -9803491 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -9807311.000000 Penalty: 3664.543457
	Iteration 8F: 3 clusters Score -9807311 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
Score: -9810701.000000 Penalty: 3664.543457
	Iteration 9F: 3 clusters Score -9810701 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -9813450.000000 Penalty: 3664.543457
	Iteration 10Q: 3 clusters Score -9813450 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
Score: -9815273.000000 Penalty: 3664.543457
	Iteration 11Q: 3 clusters Score -9815273 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 77566 members 
Entering Unmasked Estep 
Score: -9816475.000000 Penalty: 3664.543457
	Iteration 12Q: 3 clusters Score -9816475 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -9817054.000000 Penalty: 3664.543457
	Iteration 13Q: 3 clusters Score -9817054 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -9817276.000000 Penalty: 3664.543457
	Iteration 14Q: 3 clusters Score -9817276 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -9817413.000000 Penalty: 3664.543457
	Iteration 15Q: 3 clusters Score -9817413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -9817508.000000 Penalty: 3664.543457
	Iteration 16Q: 3 clusters Score -9817508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -9817559.000000 Penalty: 3664.543457
	Iteration 17Q: 3 clusters Score -9817559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -9817584.000000 Penalty: 3664.543457
	Iteration 18Q: 3 clusters Score -9817584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -9817605.000000 Penalty: 3664.543457
	Iteration 19Q: 3 clusters Score -9817605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -9817608.000000 Penalty: 3664.543457
	Iteration 20F: 3 clusters Score -9817608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -9817616.000000 Penalty: 3664.543457
	Iteration 21Q: 3 clusters Score -9817616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -9817613.000000 Penalty: 3664.543457
	Iteration 22Q: 3 clusters Score -9817613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -9817621.000000 Penalty: 3664.543457
	Iteration 23Q: 3 clusters Score -9817621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -9817622.000000 Penalty: 3664.543457
	Iteration 24Q: 3 clusters Score -9817622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -9817627.000000 Penalty: 3664.543457
	Iteration 25Q: 3 clusters Score -9817627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 78601 members 
Entering Unmasked Estep 
Score: -9817633.000000 Penalty: 3664.543457
	Iteration 26Q: 3 clusters Score -9817633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -9817635.000000 Penalty: 3664.543457
	Iteration 27Q: 3 clusters Score -9817635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -9817630.000000 Penalty: 3664.543457
	Iteration 28Q: 3 clusters Score -9817630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -9817630.000000 Penalty: 3664.543457
	Iteration 29F: 3 clusters Score -9817630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Entering Unmasked Estep 
Score: -3856507.000000 Penalty: 1679.280884
	Iteration 0F: 2 clusters Score -3856507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3835791.250000 Penalty: 3358.561768
	Iteration 0F: 3 clusters Score -3835791 nChanged 14141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3843652.500000 Penalty: 3358.561768
	Iteration 1F: 3 clusters Score -3843652 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3843947.000000 Penalty: 3358.561768
	Iteration 2Q: 3 clusters Score -3843947 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3844271.500000 Penalty: 3358.561768
	Iteration 3Q: 3 clusters Score -3844272 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3844573.000000 Penalty: 3358.561768
	Iteration 4Q: 3 clusters Score -3844573 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3844929.000000 Penalty: 3358.561768
	Iteration 5Q: 3 clusters Score -3844929 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3845270.250000 Penalty: 3358.561768
	Iteration 6Q: 3 clusters Score -3845270 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3845729.000000 Penalty: 3358.561768
	Iteration 7Q: 3 clusters Score -3845729 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3846317.000000 Penalty: 3358.561768
	Iteration 8Q: 3 clusters Score -3846317 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -3847056.250000 Penalty: 3358.561768
	Iteration 9F: 3 clusters Score -3847056 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -3847933.250000 Penalty: 3358.561768
	Iteration 10F: 3 clusters Score -3847933 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3848945.250000 Penalty: 3358.561768
	Iteration 11F: 3 clusters Score -3848945 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3850089.750000 Penalty: 3358.561768
	Iteration 12F: 3 clusters Score -3850090 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3851220.750000 Penalty: 3358.561768
	Iteration 13F: 3 clusters Score -3851221 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3852338.250000 Penalty: 3358.561768
	Iteration 14Q: 3 clusters Score -3852338 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -3853285.250000 Penalty: 3358.561768
	Iteration 15Q: 3 clusters Score -3853285 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -3853988.750000 Penalty: 3358.561768
	Iteration 16Q: 3 clusters Score -3853989 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -3854423.750000 Penalty: 3358.561768
	Iteration 17Q: 3 clusters Score -3854424 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -3854658.000000 Penalty: 3358.561768
	Iteration 18Q: 3 clusters Score -3854658 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -3854806.250000 Penalty: 3358.561768
	Iteration 19Q: 3 clusters Score -3854806 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -3854900.250000 Penalty: 3358.561768
	Iteration 20F: 3 clusters Score -3854900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3854956.750000 Penalty: 3358.561768
	Iteration 21Q: 3 clusters Score -3854957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3854972.000000 Penalty: 3358.561768
	Iteration 22Q: 3 clusters Score -3854972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -3854986.750000 Penalty: 3358.561768
	Iteration 23Q: 3 clusters Score -3854987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -3854996.500000 Penalty: 3358.561768
	Iteration 24Q: 3 clusters Score -3854996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -3855016.250000 Penalty: 3358.561768
	Iteration 25Q: 3 clusters Score -3855016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -3855026.750000 Penalty: 3358.561768
	Iteration 26Q: 3 clusters Score -3855027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -3855027.250000 Penalty: 3358.561768
	Iteration 27Q: 3 clusters Score -3855027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -3855030.500000 Penalty: 3358.561768
	Iteration 28Q: 3 clusters Score -3855030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -3855030.500000 Penalty: 3358.561768
	Iteration 29Q: 3 clusters Score -3855030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -3855038.750000 Penalty: 3358.561768
	Iteration 30Q: 3 clusters Score -3855039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -3855045.500000 Penalty: 3358.561768
	Iteration 31Q: 3 clusters Score -3855046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3855047.000000 Penalty: 3358.561768
	Iteration 32Q: 3 clusters Score -3855047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3855047.000000 Penalty: 3358.561768
	Iteration 33F: 3 clusters Score -3855047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -442762.156250 Penalty: 1337.512085
	Iteration 0F: 2 clusters Score -442762.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -439600.531250 Penalty: 2675.024170
	Iteration 0F: 3 clusters Score -439600.5 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -440411.187500 Penalty: 2675.024170
	Iteration 1F: 3 clusters Score -440411.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -440551.000000 Penalty: 2675.024170
	Iteration 2F: 3 clusters Score -440551 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -440654.218750 Penalty: 2675.024170
	Iteration 3Q: 3 clusters Score -440654.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -440736.375000 Penalty: 2675.024170
	Iteration 4Q: 3 clusters Score -440736.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -440809.500000 Penalty: 2675.024170
	Iteration 5Q: 3 clusters Score -440809.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -440858.562500 Penalty: 2675.024170
	Iteration 6Q: 3 clusters Score -440858.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -440894.250000 Penalty: 2675.024170
	Iteration 7Q: 3 clusters Score -440894.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -440924.156250 Penalty: 2675.024170
	Iteration 8Q: 3 clusters Score -440924.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -440948.812500 Penalty: 2675.024170
	Iteration 9Q: 3 clusters Score -440948.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -440971.531250 Penalty: 2675.024170
	Iteration 10Q: 3 clusters Score -440971.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -440990.437500 Penalty: 2675.024170
	Iteration 11Q: 3 clusters Score -440990.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -441013.687500 Penalty: 2675.024170
	Iteration 12Q: 3 clusters Score -441013.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -441030.281250 Penalty: 2675.024170
	Iteration 13Q: 3 clusters Score -441030.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -441045.781250 Penalty: 2675.024170
	Iteration 14Q: 3 clusters Score -441045.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -441058.781250 Penalty: 2675.024170
	Iteration 15Q: 3 clusters Score -441058.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -441070.812500 Penalty: 2675.024170
	Iteration 16Q: 3 clusters Score -441070.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -441084.781250 Penalty: 2675.024170
	Iteration 17Q: 3 clusters Score -441084.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -441102.312500 Penalty: 2675.024170
	Iteration 18Q: 3 clusters Score -441102.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -441120.656250 Penalty: 2675.024170
	Iteration 19Q: 3 clusters Score -441120.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -441133.906250 Penalty: 2675.024170
	Iteration 20F: 3 clusters Score -441133.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -441144.812500 Penalty: 2675.024170
	Iteration 21Q: 3 clusters Score -441144.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -441151.218750 Penalty: 2675.024170
	Iteration 22Q: 3 clusters Score -441151.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -441157.468750 Penalty: 2675.024170
	Iteration 23Q: 3 clusters Score -441157.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -441168.093750 Penalty: 2675.024170
	Iteration 24Q: 3 clusters Score -441168.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -441188.750000 Penalty: 2675.024170
	Iteration 25Q: 3 clusters Score -441188.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -441210.781250 Penalty: 2675.024170
	Iteration 26Q: 3 clusters Score -441210.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -441230.281250 Penalty: 2675.024170
	Iteration 27Q: 3 clusters Score -441230.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -441254.750000 Penalty: 2675.024170
	Iteration 28Q: 3 clusters Score -441254.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -441279.937500 Penalty: 2675.024170
	Iteration 29Q: 3 clusters Score -441279.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -441303.906250 Penalty: 2675.024170
	Iteration 30Q: 3 clusters Score -441303.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -441331.375000 Penalty: 2675.024170
	Iteration 31Q: 3 clusters Score -441331.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -441373.656250 Penalty: 2675.024170
	Iteration 32Q: 3 clusters Score -441373.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -441417.218750 Penalty: 2675.024170
	Iteration 33Q: 3 clusters Score -441417.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -441454.875000 Penalty: 2675.024170
	Iteration 34Q: 3 clusters Score -441454.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -441476.875000 Penalty: 2675.024170
	Iteration 35Q: 3 clusters Score -441476.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -441503.437500 Penalty: 2675.024170
	Iteration 36Q: 3 clusters Score -441503.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -441524.843750 Penalty: 2675.024170
	Iteration 37Q: 3 clusters Score -441524.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -441537.406250 Penalty: 2675.024170
	Iteration 38Q: 3 clusters Score -441537.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -441547.406250 Penalty: 2675.024170
	Iteration 39Q: 3 clusters Score -441547.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -441556.906250 Penalty: 2675.024170
	Iteration 40F: 3 clusters Score -441556.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -441570.625000 Penalty: 2675.024170
	Iteration 41Q: 3 clusters Score -441570.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -441591.781250 Penalty: 2675.024170
	Iteration 42Q: 3 clusters Score -441591.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -441610.187500 Penalty: 2675.024170
	Iteration 43Q: 3 clusters Score -441610.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -441626.062500 Penalty: 2675.024170
	Iteration 44Q: 3 clusters Score -441626.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -441639.187500 Penalty: 2675.024170
	Iteration 45Q: 3 clusters Score -441639.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -441651.093750 Penalty: 2675.024170
	Iteration 46Q: 3 clusters Score -441651.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -441664.187500 Penalty: 2675.024170
	Iteration 47Q: 3 clusters Score -441664.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -441677.125000 Penalty: 2675.024170
	Iteration 48Q: 3 clusters Score -441677.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -441693.375000 Penalty: 2675.024170
	Iteration 49Q: 3 clusters Score -441693.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -441706.718750 Penalty: 2675.024170
	Iteration 50Q: 3 clusters Score -441706.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -441724.968750 Penalty: 2675.024170
	Iteration 51Q: 3 clusters Score -441725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -441735.875000 Penalty: 2675.024170
	Iteration 52Q: 3 clusters Score -441735.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -441743.906250 Penalty: 2675.024170
	Iteration 53Q: 3 clusters Score -441743.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -441748.218750 Penalty: 2675.024170
	Iteration 54Q: 3 clusters Score -441748.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -441752.187500 Penalty: 2675.024170
	Iteration 55Q: 3 clusters Score -441752.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -441759.343750 Penalty: 2675.024170
	Iteration 56Q: 3 clusters Score -441759.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -441763.468750 Penalty: 2675.024170
	Iteration 57Q: 3 clusters Score -441763.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -441769.250000 Penalty: 2675.024170
	Iteration 58Q: 3 clusters Score -441769.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -441774.437500 Penalty: 2675.024170
	Iteration 59Q: 3 clusters Score -441774.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -441778.687500 Penalty: 2675.024170
	Iteration 60F: 3 clusters Score -441778.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -441782.562500 Penalty: 2675.024170
	Iteration 61Q: 3 clusters Score -441782.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -441784.656250 Penalty: 2675.024170
	Iteration 62Q: 3 clusters Score -441784.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -441786.843750 Penalty: 2675.024170
	Iteration 63Q: 3 clusters Score -441786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -441794.593750 Penalty: 2675.024170
	Iteration 64Q: 3 clusters Score -441794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -441798.031250 Penalty: 2675.024170
	Iteration 65Q: 3 clusters Score -441798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -441799.906250 Penalty: 2675.024170
	Iteration 66Q: 3 clusters Score -441799.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -441799.968750 Penalty: 2675.024170
	Iteration 67Q: 3 clusters Score -441800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -441802.343750 Penalty: 2675.024170
	Iteration 68Q: 3 clusters Score -441802.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -441805.843750 Penalty: 2675.024170
	Iteration 69Q: 3 clusters Score -441805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -441809.062500 Penalty: 2675.024170
	Iteration 70Q: 3 clusters Score -441809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -441810.625000 Penalty: 2675.024170
	Iteration 71Q: 3 clusters Score -441810.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -441812.906250 Penalty: 2675.024170
	Iteration 72Q: 3 clusters Score -441812.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -441815.500000 Penalty: 2675.024170
	Iteration 73Q: 3 clusters Score -441815.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -441819.687500 Penalty: 2675.024170
	Iteration 74Q: 3 clusters Score -441819.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -441821.312500 Penalty: 2675.024170
	Iteration 75Q: 3 clusters Score -441821.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -441822.000000 Penalty: 2675.024170
	Iteration 76Q: 3 clusters Score -441822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -441822.000000 Penalty: 2675.024170
	Iteration 77Q: 3 clusters Score -441822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -441823.093750 Penalty: 2675.024170
	Iteration 78Q: 3 clusters Score -441823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -441823.750000 Penalty: 2675.024170
	Iteration 79Q: 3 clusters Score -441823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -441823.625000 Penalty: 2675.024170
	Iteration 80F: 3 clusters Score -441823.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -441824.375000 Penalty: 2675.024170
	Iteration 81Q: 3 clusters Score -441824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -441825.125000 Penalty: 2675.024170
	Iteration 82Q: 3 clusters Score -441825.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -441825.125000 Penalty: 2675.024170
	Iteration 83F: 3 clusters Score -441825.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Entering Unmasked Estep 
Score: -2972745.500000 Penalty: 1638.462524
	Iteration 0F: 2 clusters Score -2972746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2956619.250000 Penalty: 3276.925049
	Iteration 0F: 3 clusters Score -2956619 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2962558.750000 Penalty: 3276.925049
	Iteration 1F: 3 clusters Score -2962559 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2962924.750000 Penalty: 3276.925049
	Iteration 2Q: 3 clusters Score -2962925 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2963344.750000 Penalty: 3276.925049
	Iteration 3Q: 3 clusters Score -2963345 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2963797.750000 Penalty: 3276.925049
	Iteration 4Q: 3 clusters Score -2963798 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2964313.750000 Penalty: 3276.925049
	Iteration 5Q: 3 clusters Score -2964314 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2964846.500000 Penalty: 3276.925049
	Iteration 6F: 3 clusters Score -2964846 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2965330.250000 Penalty: 3276.925049
	Iteration 7Q: 3 clusters Score -2965330 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2965788.500000 Penalty: 3276.925049
	Iteration 8Q: 3 clusters Score -2965788 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2966183.000000 Penalty: 3276.925049
	Iteration 9Q: 3 clusters Score -2966183 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2966642.000000 Penalty: 3276.925049
	Iteration 10Q: 3 clusters Score -2966642 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2967124.250000 Penalty: 3276.925049
	Iteration 11Q: 3 clusters Score -2967124 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2967611.000000 Penalty: 3276.925049
	Iteration 12Q: 3 clusters Score -2967611 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2968159.250000 Penalty: 3276.925049
	Iteration 13Q: 3 clusters Score -2968159 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2968819.000000 Penalty: 3276.925049
	Iteration 14Q: 3 clusters Score -2968819 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2969416.250000 Penalty: 3276.925049
	Iteration 15Q: 3 clusters Score -2969416 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2969961.250000 Penalty: 3276.925049
	Iteration 16Q: 3 clusters Score -2969961 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2970419.750000 Penalty: 3276.925049
	Iteration 17Q: 3 clusters Score -2970420 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2970771.000000 Penalty: 3276.925049
	Iteration 18Q: 3 clusters Score -2970771 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2970997.250000 Penalty: 3276.925049
	Iteration 19Q: 3 clusters Score -2970997 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -2971160.750000 Penalty: 3276.925049
	Iteration 20F: 3 clusters Score -2971161 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2971263.500000 Penalty: 3276.925049
	Iteration 21Q: 3 clusters Score -2971264 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2971336.000000 Penalty: 3276.925049
	Iteration 22Q: 3 clusters Score -2971336 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2971422.000000 Penalty: 3276.925049
	Iteration 23Q: 3 clusters Score -2971422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -2971494.750000 Penalty: 3276.925049
	Iteration 24Q: 3 clusters Score -2971495 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2971539.000000 Penalty: 3276.925049
	Iteration 25Q: 3 clusters Score -2971539 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2971585.500000 Penalty: 3276.925049
	Iteration 26Q: 3 clusters Score -2971586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -2971614.500000 Penalty: 3276.925049
	Iteration 27Q: 3 clusters Score -2971614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2971646.500000 Penalty: 3276.925049
	Iteration 28Q: 3 clusters Score -2971646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2971676.250000 Penalty: 3276.925049
	Iteration 29Q: 3 clusters Score -2971676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2971701.750000 Penalty: 3276.925049
	Iteration 30Q: 3 clusters Score -2971702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -2971754.750000 Penalty: 3276.925049
	Iteration 31Q: 3 clusters Score -2971755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2971778.750000 Penalty: 3276.925049
	Iteration 32Q: 3 clusters Score -2971779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2971797.750000 Penalty: 3276.925049
	Iteration 33Q: 3 clusters Score -2971798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2971835.000000 Penalty: 3276.925049
	Iteration 34Q: 3 clusters Score -2971835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2971862.750000 Penalty: 3276.925049
	Iteration 35Q: 3 clusters Score -2971863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2971881.250000 Penalty: 3276.925049
	Iteration 36Q: 3 clusters Score -2971881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2971900.250000 Penalty: 3276.925049
	Iteration 37Q: 3 clusters Score -2971900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2971908.000000 Penalty: 3276.925049
	Iteration 38Q: 3 clusters Score -2971908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -2971914.750000 Penalty: 3276.925049
	Iteration 39Q: 3 clusters Score -2971915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2971919.750000 Penalty: 3276.925049
	Iteration 40F: 3 clusters Score -2971920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -2971928.000000 Penalty: 3276.925049
	Iteration 41Q: 3 clusters Score -2971928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2971932.750000 Penalty: 3276.925049
	Iteration 42Q: 3 clusters Score -2971933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -2971936.250000 Penalty: 3276.925049
	Iteration 43Q: 3 clusters Score -2971936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2971935.000000 Penalty: 3276.925049
	Iteration 44Q: 3 clusters Score -2971935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2971932.500000 Penalty: 3276.925049
	Iteration 45Q: 3 clusters Score -2971932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2971932.750000 Penalty: 3276.925049
	Iteration 46Q: 3 clusters Score -2971933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2971932.750000 Penalty: 3276.925049
	Iteration 47F: 3 clusters Score -2971933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Entering Unmasked Estep 
Score: -917637.625000 Penalty: 1455.971680
	Iteration 0F: 2 clusters Score -917637.6 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 3881 members 
Entering Unmasked Estep 
Score: -911876.000000 Penalty: 2911.943359
	Iteration 0F: 3 clusters Score -911876 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -913566.000000 Penalty: 2911.943359
	Iteration 1F: 3 clusters Score -913566 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -913790.437500 Penalty: 2911.943359
	Iteration 2F: 3 clusters Score -913790.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -913977.187500 Penalty: 2911.943359
	Iteration 3F: 3 clusters Score -913977.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -914133.875000 Penalty: 2911.943359
	Iteration 4Q: 3 clusters Score -914133.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -914262.875000 Penalty: 2911.943359
	Iteration 5Q: 3 clusters Score -914262.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -914376.937500 Penalty: 2911.943359
	Iteration 6Q: 3 clusters Score -914376.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -914488.625000 Penalty: 2911.943359
	Iteration 7Q: 3 clusters Score -914488.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -914572.187500 Penalty: 2911.943359
	Iteration 8Q: 3 clusters Score -914572.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -914693.312500 Penalty: 2911.943359
	Iteration 9Q: 3 clusters Score -914693.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -914826.187500 Penalty: 2911.943359
	Iteration 10Q: 3 clusters Score -914826.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -914985.875000 Penalty: 2911.943359
	Iteration 11Q: 3 clusters Score -914985.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -915192.500000 Penalty: 2911.943359
	Iteration 12Q: 3 clusters Score -915192.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -915434.250000 Penalty: 2911.943359
	Iteration 13Q: 3 clusters Score -915434.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -915660.625000 Penalty: 2911.943359
	Iteration 14Q: 3 clusters Score -915660.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -915856.500000 Penalty: 2911.943359
	Iteration 15Q: 3 clusters Score -915856.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -916054.750000 Penalty: 2911.943359
	Iteration 16Q: 3 clusters Score -916054.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -916223.750000 Penalty: 2911.943359
	Iteration 17Q: 3 clusters Score -916223.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -916339.937500 Penalty: 2911.943359
	Iteration 18Q: 3 clusters Score -916339.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -916428.812500 Penalty: 2911.943359
	Iteration 19Q: 3 clusters Score -916428.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -916487.187500 Penalty: 2911.943359
	Iteration 20F: 3 clusters Score -916487.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -916527.812500 Penalty: 2911.943359
	Iteration 21Q: 3 clusters Score -916527.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -916559.937500 Penalty: 2911.943359
	Iteration 22Q: 3 clusters Score -916559.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -916581.687500 Penalty: 2911.943359
	Iteration 23Q: 3 clusters Score -916581.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -916602.687500 Penalty: 2911.943359
	Iteration 24Q: 3 clusters Score -916602.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -916620.000000 Penalty: 2911.943359
	Iteration 25Q: 3 clusters Score -916620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -916635.250000 Penalty: 2911.943359
	Iteration 26Q: 3 clusters Score -916635.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -916650.625000 Penalty: 2911.943359
	Iteration 27Q: 3 clusters Score -916650.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -916658.437500 Penalty: 2911.943359
	Iteration 28Q: 3 clusters Score -916658.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -916664.125000 Penalty: 2911.943359
	Iteration 29Q: 3 clusters Score -916664.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -916672.625000 Penalty: 2911.943359
	Iteration 30Q: 3 clusters Score -916672.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -916677.750000 Penalty: 2911.943359
	Iteration 31Q: 3 clusters Score -916677.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -916679.750000 Penalty: 2911.943359
	Iteration 32Q: 3 clusters Score -916679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -916679.250000 Penalty: 2911.943359
	Iteration 33Q: 3 clusters Score -916679.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -916680.187500 Penalty: 2911.943359
	Iteration 34Q: 3 clusters Score -916680.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -916682.437500 Penalty: 2911.943359
	Iteration 35Q: 3 clusters Score -916682.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -916682.437500 Penalty: 2911.943359
	Iteration 36Q: 3 clusters Score -916682.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -916685.625000 Penalty: 2911.943359
	Iteration 37Q: 3 clusters Score -916685.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -916685.937500 Penalty: 2911.943359
	Iteration 38Q: 3 clusters Score -916685.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -916688.437500 Penalty: 2911.943359
	Iteration 39Q: 3 clusters Score -916688.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -916688.375000 Penalty: 2911.943359
	Iteration 40F: 3 clusters Score -916688.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -916693.312500 Penalty: 2911.943359
	Iteration 41Q: 3 clusters Score -916693.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -916695.687500 Penalty: 2911.943359
	Iteration 42Q: 3 clusters Score -916695.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -916696.937500 Penalty: 2911.943359
	Iteration 43Q: 3 clusters Score -916696.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -916697.500000 Penalty: 2911.943359
	Iteration 44Q: 3 clusters Score -916697.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -916697.937500 Penalty: 2911.943359
	Iteration 45Q: 3 clusters Score -916697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -916700.687500 Penalty: 2911.943359
	Iteration 46Q: 3 clusters Score -916700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -916700.687500 Penalty: 2911.943359
	Iteration 47Q: 3 clusters Score -916700.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -916701.437500 Penalty: 2911.943359
	Iteration 48Q: 3 clusters Score -916701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -916701.812500 Penalty: 2911.943359
	Iteration 49Q: 3 clusters Score -916701.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -916702.187500 Penalty: 2911.943359
	Iteration 50Q: 3 clusters Score -916702.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -916704.562500 Penalty: 2911.943359
	Iteration 51Q: 3 clusters Score -916704.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -916705.562500 Penalty: 2911.943359
	Iteration 52Q: 3 clusters Score -916705.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -916709.125000 Penalty: 2911.943359
	Iteration 53Q: 3 clusters Score -916709.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -916711.000000 Penalty: 2911.943359
	Iteration 54Q: 3 clusters Score -916711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -916711.875000 Penalty: 2911.943359
	Iteration 55Q: 3 clusters Score -916711.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -916713.437500 Penalty: 2911.943359
	Iteration 56Q: 3 clusters Score -916713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -916712.812500 Penalty: 2911.943359
	Iteration 57Q: 3 clusters Score -916712.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -916712.875000 Penalty: 2911.943359
	Iteration 58Q: 3 clusters Score -916712.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -916713.937500 Penalty: 2911.943359
	Iteration 59Q: 3 clusters Score -916713.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -916714.687500 Penalty: 2911.943359
	Iteration 60F: 3 clusters Score -916714.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -916715.312500 Penalty: 2911.943359
	Iteration 61Q: 3 clusters Score -916715.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -916714.562500 Penalty: 2911.943359
	Iteration 62Q: 3 clusters Score -916714.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -916716.000000 Penalty: 2911.943359
	Iteration 63Q: 3 clusters Score -916716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -916716.000000 Penalty: 2911.943359
	Iteration 64F: 3 clusters Score -916716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -16652.138672 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -16652.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16123.166016 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -16123.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16287.811523 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -16287.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16385.039062 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -16385.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16420.027344 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -16420.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16481.462891 Penalty: 1703.567749
	Iteration 4F: 3 clusters Score -16481.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16524.794922 Penalty: 1703.567749
	Iteration 5F: 3 clusters Score -16524.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16577.867188 Penalty: 1703.567749
	Iteration 6F: 3 clusters Score -16577.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -16594.632812 Penalty: 1703.567749
	Iteration 7Q: 3 clusters Score -16594.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -16594.632812 Penalty: 1703.567749
	Iteration 8F: 3 clusters Score -16594.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -34530.386719 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -34530.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33718.085938 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -33718.09 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34007.500000 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -34007.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34153.390625 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -34153.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34253.058594 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -34253.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34308.980469 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -34308.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34320.621094 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -34320.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34363.312500 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -34363.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34366.085938 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -34366.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34366.085938 Penalty: 1911.173340
	Iteration 8F: 3 clusters Score -34366.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Entering Unmasked Estep 
Score: -276236.062500 Penalty: 1269.314087
	Iteration 0F: 2 clusters Score -276236.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -273853.343750 Penalty: 2538.628174
	Iteration 0F: 3 clusters Score -273853.3 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -274529.343750 Penalty: 2538.628174
	Iteration 1F: 3 clusters Score -274529.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -274710.593750 Penalty: 2538.628174
	Iteration 2F: 3 clusters Score -274710.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -274840.625000 Penalty: 2538.628174
	Iteration 3F: 3 clusters Score -274840.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -274962.375000 Penalty: 2538.628174
	Iteration 4F: 3 clusters Score -274962.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -275070.093750 Penalty: 2538.628174
	Iteration 5Q: 3 clusters Score -275070.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -275209.593750 Penalty: 2538.628174
	Iteration 6Q: 3 clusters Score -275209.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -275339.781250 Penalty: 2538.628174
	Iteration 7Q: 3 clusters Score -275339.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -275461.406250 Penalty: 2538.628174
	Iteration 8Q: 3 clusters Score -275461.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -275538.781250 Penalty: 2538.628174
	Iteration 9Q: 3 clusters Score -275538.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -275587.687500 Penalty: 2538.628174
	Iteration 10Q: 3 clusters Score -275587.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -275621.750000 Penalty: 2538.628174
	Iteration 11Q: 3 clusters Score -275621.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -275643.093750 Penalty: 2538.628174
	Iteration 12Q: 3 clusters Score -275643.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -275662.187500 Penalty: 2538.628174
	Iteration 13Q: 3 clusters Score -275662.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -275685.062500 Penalty: 2538.628174
	Iteration 14Q: 3 clusters Score -275685.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -275707.687500 Penalty: 2538.628174
	Iteration 15Q: 3 clusters Score -275707.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -275724.750000 Penalty: 2538.628174
	Iteration 16Q: 3 clusters Score -275724.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -275737.750000 Penalty: 2538.628174
	Iteration 17Q: 3 clusters Score -275737.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -275751.812500 Penalty: 2538.628174
	Iteration 18Q: 3 clusters Score -275751.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -275766.937500 Penalty: 2538.628174
	Iteration 19Q: 3 clusters Score -275766.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -275781.750000 Penalty: 2538.628174
	Iteration 20F: 3 clusters Score -275781.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -275797.093750 Penalty: 2538.628174
	Iteration 21Q: 3 clusters Score -275797.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -275816.125000 Penalty: 2538.628174
	Iteration 22Q: 3 clusters Score -275816.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -275825.406250 Penalty: 2538.628174
	Iteration 23Q: 3 clusters Score -275825.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -275829.656250 Penalty: 2538.628174
	Iteration 24Q: 3 clusters Score -275829.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -275834.031250 Penalty: 2538.628174
	Iteration 25Q: 3 clusters Score -275834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -275837.531250 Penalty: 2538.628174
	Iteration 26Q: 3 clusters Score -275837.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -275843.812500 Penalty: 2538.628174
	Iteration 27Q: 3 clusters Score -275843.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -275849.250000 Penalty: 2538.628174
	Iteration 28Q: 3 clusters Score -275849.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -275856.312500 Penalty: 2538.628174
	Iteration 29Q: 3 clusters Score -275856.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -275862.812500 Penalty: 2538.628174
	Iteration 30Q: 3 clusters Score -275862.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -275873.031250 Penalty: 2538.628174
	Iteration 31Q: 3 clusters Score -275873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -275887.812500 Penalty: 2538.628174
	Iteration 32Q: 3 clusters Score -275887.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -275901.343750 Penalty: 2538.628174
	Iteration 33Q: 3 clusters Score -275901.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -275906.437500 Penalty: 2538.628174
	Iteration 34Q: 3 clusters Score -275906.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -275914.281250 Penalty: 2538.628174
	Iteration 35Q: 3 clusters Score -275914.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -275919.437500 Penalty: 2538.628174
	Iteration 36Q: 3 clusters Score -275919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -275923.406250 Penalty: 2538.628174
	Iteration 37Q: 3 clusters Score -275923.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -275932.437500 Penalty: 2538.628174
	Iteration 38Q: 3 clusters Score -275932.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -275937.781250 Penalty: 2538.628174
	Iteration 39Q: 3 clusters Score -275937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -275940.812500 Penalty: 2538.628174
	Iteration 40F: 3 clusters Score -275940.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -275943.187500 Penalty: 2538.628174
	Iteration 41Q: 3 clusters Score -275943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -275945.218750 Penalty: 2538.628174
	Iteration 42Q: 3 clusters Score -275945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -275946.187500 Penalty: 2538.628174
	Iteration 43Q: 3 clusters Score -275946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -275946.187500 Penalty: 2538.628174
	Iteration 44F: 3 clusters Score -275946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -383021.968750 Penalty: 1307.512329
	Iteration 0F: 2 clusters Score -383022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -380215.000000 Penalty: 2615.024658
	Iteration 0F: 3 clusters Score -380215 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -380876.062500 Penalty: 2615.024658
	Iteration 1F: 3 clusters Score -380876.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -380995.468750 Penalty: 2615.024658
	Iteration 2F: 3 clusters Score -380995.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -381071.406250 Penalty: 2615.024658
	Iteration 3Q: 3 clusters Score -381071.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -381129.718750 Penalty: 2615.024658
	Iteration 4Q: 3 clusters Score -381129.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -381173.593750 Penalty: 2615.024658
	Iteration 5Q: 3 clusters Score -381173.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -381210.937500 Penalty: 2615.024658
	Iteration 6Q: 3 clusters Score -381210.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -381259.875000 Penalty: 2615.024658
	Iteration 7Q: 3 clusters Score -381259.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -381313.156250 Penalty: 2615.024658
	Iteration 8Q: 3 clusters Score -381313.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -381370.031250 Penalty: 2615.024658
	Iteration 9Q: 3 clusters Score -381370 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -381421.500000 Penalty: 2615.024658
	Iteration 10Q: 3 clusters Score -381421.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -381486.437500 Penalty: 2615.024658
	Iteration 11Q: 3 clusters Score -381486.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -381552.968750 Penalty: 2615.024658
	Iteration 12Q: 3 clusters Score -381553 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -381613.437500 Penalty: 2615.024658
	Iteration 13Q: 3 clusters Score -381613.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -381665.468750 Penalty: 2615.024658
	Iteration 14Q: 3 clusters Score -381665.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -381710.468750 Penalty: 2615.024658
	Iteration 15Q: 3 clusters Score -381710.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -381767.500000 Penalty: 2615.024658
	Iteration 16Q: 3 clusters Score -381767.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -381842.937500 Penalty: 2615.024658
	Iteration 17Q: 3 clusters Score -381842.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -381948.125000 Penalty: 2615.024658
	Iteration 18Q: 3 clusters Score -381948.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -382036.656250 Penalty: 2615.024658
	Iteration 19Q: 3 clusters Score -382036.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -382129.093750 Penalty: 2615.024658
	Iteration 20F: 3 clusters Score -382129.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -382217.062500 Penalty: 2615.024658
	Iteration 21Q: 3 clusters Score -382217.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -382306.406250 Penalty: 2615.024658
	Iteration 22Q: 3 clusters Score -382306.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -382376.187500 Penalty: 2615.024658
	Iteration 23Q: 3 clusters Score -382376.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -382413.218750 Penalty: 2615.024658
	Iteration 24Q: 3 clusters Score -382413.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -382433.968750 Penalty: 2615.024658
	Iteration 25Q: 3 clusters Score -382434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -382454.000000 Penalty: 2615.024658
	Iteration 26Q: 3 clusters Score -382454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -382470.781250 Penalty: 2615.024658
	Iteration 27Q: 3 clusters Score -382470.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -382481.906250 Penalty: 2615.024658
	Iteration 28Q: 3 clusters Score -382481.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -382488.343750 Penalty: 2615.024658
	Iteration 29Q: 3 clusters Score -382488.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -382492.468750 Penalty: 2615.024658
	Iteration 30Q: 3 clusters Score -382492.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -382498.343750 Penalty: 2615.024658
	Iteration 31Q: 3 clusters Score -382498.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -382501.000000 Penalty: 2615.024658
	Iteration 32Q: 3 clusters Score -382501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -382505.437500 Penalty: 2615.024658
	Iteration 33Q: 3 clusters Score -382505.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -382510.062500 Penalty: 2615.024658
	Iteration 34Q: 3 clusters Score -382510.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -382510.937500 Penalty: 2615.024658
	Iteration 35Q: 3 clusters Score -382510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -382512.437500 Penalty: 2615.024658
	Iteration 36Q: 3 clusters Score -382512.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -382513.281250 Penalty: 2615.024658
	Iteration 37Q: 3 clusters Score -382513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -382514.031250 Penalty: 2615.024658
	Iteration 38Q: 3 clusters Score -382514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -382513.968750 Penalty: 2615.024658
	Iteration 39Q: 3 clusters Score -382514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -382515.781250 Penalty: 2615.024658
	Iteration 40F: 3 clusters Score -382515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -382521.625000 Penalty: 2615.024658
	Iteration 41Q: 3 clusters Score -382521.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -382530.687500 Penalty: 2615.024658
	Iteration 42Q: 3 clusters Score -382530.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -382538.968750 Penalty: 2615.024658
	Iteration 43Q: 3 clusters Score -382539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -382547.187500 Penalty: 2615.024658
	Iteration 44Q: 3 clusters Score -382547.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -382555.656250 Penalty: 2615.024658
	Iteration 45Q: 3 clusters Score -382555.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -382561.750000 Penalty: 2615.024658
	Iteration 46Q: 3 clusters Score -382561.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -382565.593750 Penalty: 2615.024658
	Iteration 47Q: 3 clusters Score -382565.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -382569.187500 Penalty: 2615.024658
	Iteration 48Q: 3 clusters Score -382569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -382571.343750 Penalty: 2615.024658
	Iteration 49Q: 3 clusters Score -382571.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -382573.156250 Penalty: 2615.024658
	Iteration 50Q: 3 clusters Score -382573.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -382576.625000 Penalty: 2615.024658
	Iteration 51Q: 3 clusters Score -382576.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -382580.000000 Penalty: 2615.024658
	Iteration 52Q: 3 clusters Score -382580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -382581.812500 Penalty: 2615.024658
	Iteration 53Q: 3 clusters Score -382581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -382583.656250 Penalty: 2615.024658
	Iteration 54Q: 3 clusters Score -382583.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -382585.187500 Penalty: 2615.024658
	Iteration 55Q: 3 clusters Score -382585.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -382588.750000 Penalty: 2615.024658
	Iteration 56Q: 3 clusters Score -382588.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -382592.500000 Penalty: 2615.024658
	Iteration 57Q: 3 clusters Score -382592.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -382601.093750 Penalty: 2615.024658
	Iteration 58Q: 3 clusters Score -382601.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -382606.906250 Penalty: 2615.024658
	Iteration 59Q: 3 clusters Score -382606.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -382611.875000 Penalty: 2615.024658
	Iteration 60F: 3 clusters Score -382611.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -382617.031250 Penalty: 2615.024658
	Iteration 61Q: 3 clusters Score -382617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -382621.468750 Penalty: 2615.024658
	Iteration 62Q: 3 clusters Score -382621.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -382626.750000 Penalty: 2615.024658
	Iteration 63Q: 3 clusters Score -382626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -382633.281250 Penalty: 2615.024658
	Iteration 64Q: 3 clusters Score -382633.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -382638.437500 Penalty: 2615.024658
	Iteration 65Q: 3 clusters Score -382638.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -382642.281250 Penalty: 2615.024658
	Iteration 66Q: 3 clusters Score -382642.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -382645.625000 Penalty: 2615.024658
	Iteration 67Q: 3 clusters Score -382645.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -382648.750000 Penalty: 2615.024658
	Iteration 68Q: 3 clusters Score -382648.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -382651.468750 Penalty: 2615.024658
	Iteration 69Q: 3 clusters Score -382651.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -382656.812500 Penalty: 2615.024658
	Iteration 70Q: 3 clusters Score -382656.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -382664.406250 Penalty: 2615.024658
	Iteration 71Q: 3 clusters Score -382664.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -382671.468750 Penalty: 2615.024658
	Iteration 72Q: 3 clusters Score -382671.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -382676.093750 Penalty: 2615.024658
	Iteration 73Q: 3 clusters Score -382676.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -382678.031250 Penalty: 2615.024658
	Iteration 74Q: 3 clusters Score -382678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -382678.781250 Penalty: 2615.024658
	Iteration 75Q: 3 clusters Score -382678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -382681.093750 Penalty: 2615.024658
	Iteration 76Q: 3 clusters Score -382681.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -382681.281250 Penalty: 2615.024658
	Iteration 77Q: 3 clusters Score -382681.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -382681.187500 Penalty: 2615.024658
	Iteration 78Q: 3 clusters Score -382681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -382681.187500 Penalty: 2615.024658
	Iteration 79F: 3 clusters Score -382681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Entering Unmasked Estep 
Score: -4066201.500000 Penalty: 1688.795654
	Iteration 0F: 2 clusters Score -4066202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -4044195.000000 Penalty: 3377.591309
	Iteration 0F: 3 clusters Score -4044195 nChanged 15102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -4052584.750000 Penalty: 3377.591309
	Iteration 1F: 3 clusters Score -4052585 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -4053027.750000 Penalty: 3377.591309
	Iteration 2Q: 3 clusters Score -4053028 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -4053446.250000 Penalty: 3377.591309
	Iteration 3Q: 3 clusters Score -4053446 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4053952.250000 Penalty: 3377.591309
	Iteration 4Q: 3 clusters Score -4053952 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -4054628.500000 Penalty: 3377.591309
	Iteration 5Q: 3 clusters Score -4054628 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -4055626.500000 Penalty: 3377.591309
	Iteration 6F: 3 clusters Score -4055626 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -4057128.750000 Penalty: 3377.591309
	Iteration 7F: 3 clusters Score -4057129 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -4059108.000000 Penalty: 3377.591309
	Iteration 8F: 3 clusters Score -4059108 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -4061222.250000 Penalty: 3377.591309
	Iteration 9F: 3 clusters Score -4061222 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -4062888.250000 Penalty: 3377.591309
	Iteration 10F: 3 clusters Score -4062888 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4063834.750000 Penalty: 3377.591309
	Iteration 11Q: 3 clusters Score -4063835 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -4064276.500000 Penalty: 3377.591309
	Iteration 12Q: 3 clusters Score -4064276 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4064513.500000 Penalty: 3377.591309
	Iteration 13Q: 3 clusters Score -4064514 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -4064615.500000 Penalty: 3377.591309
	Iteration 14Q: 3 clusters Score -4064616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -4064657.000000 Penalty: 3377.591309
	Iteration 15Q: 3 clusters Score -4064657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -4064685.000000 Penalty: 3377.591309
	Iteration 16Q: 3 clusters Score -4064685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -4064700.750000 Penalty: 3377.591309
	Iteration 17Q: 3 clusters Score -4064701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -4064714.500000 Penalty: 3377.591309
	Iteration 18Q: 3 clusters Score -4064714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4064719.500000 Penalty: 3377.591309
	Iteration 19Q: 3 clusters Score -4064720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4064724.500000 Penalty: 3377.591309
	Iteration 20F: 3 clusters Score -4064724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Entering Unmasked Estep 
Score: -1686240.375000 Penalty: 1552.456055
	Iteration 0F: 2 clusters Score -1686240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1676504.875000 Penalty: 3104.912109
	Iteration 0F: 3 clusters Score -1676505 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1679824.375000 Penalty: 3104.912109
	Iteration 1F: 3 clusters Score -1679824 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1680189.750000 Penalty: 3104.912109
	Iteration 2F: 3 clusters Score -1680190 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1680558.625000 Penalty: 3104.912109
	Iteration 3F: 3 clusters Score -1680559 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1680961.625000 Penalty: 3104.912109
	Iteration 4F: 3 clusters Score -1680962 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1681490.500000 Penalty: 3104.912109
	Iteration 5F: 3 clusters Score -1681490 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1682179.625000 Penalty: 3104.912109
	Iteration 6F: 3 clusters Score -1682180 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1682927.125000 Penalty: 3104.912109
	Iteration 7F: 3 clusters Score -1682927 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1683556.625000 Penalty: 3104.912109
	Iteration 8F: 3 clusters Score -1683557 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1684002.125000 Penalty: 3104.912109
	Iteration 9Q: 3 clusters Score -1684002 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1684298.875000 Penalty: 3104.912109
	Iteration 10Q: 3 clusters Score -1684299 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1684491.000000 Penalty: 3104.912109
	Iteration 11Q: 3 clusters Score -1684491 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1684671.125000 Penalty: 3104.912109
	Iteration 12Q: 3 clusters Score -1684671 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1684854.625000 Penalty: 3104.912109
	Iteration 13Q: 3 clusters Score -1684855 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1684978.625000 Penalty: 3104.912109
	Iteration 14Q: 3 clusters Score -1684979 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1685061.500000 Penalty: 3104.912109
	Iteration 15Q: 3 clusters Score -1685062 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1685138.125000 Penalty: 3104.912109
	Iteration 16Q: 3 clusters Score -1685138 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1685186.000000 Penalty: 3104.912109
	Iteration 17Q: 3 clusters Score -1685186 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1685227.875000 Penalty: 3104.912109
	Iteration 18Q: 3 clusters Score -1685228 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1685260.625000 Penalty: 3104.912109
	Iteration 19Q: 3 clusters Score -1685261 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1685280.500000 Penalty: 3104.912109
	Iteration 20F: 3 clusters Score -1685280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1685293.125000 Penalty: 3104.912109
	Iteration 21Q: 3 clusters Score -1685293 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1685304.000000 Penalty: 3104.912109
	Iteration 22Q: 3 clusters Score -1685304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1685313.875000 Penalty: 3104.912109
	Iteration 23Q: 3 clusters Score -1685314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1685319.625000 Penalty: 3104.912109
	Iteration 24Q: 3 clusters Score -1685320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1685326.625000 Penalty: 3104.912109
	Iteration 25Q: 3 clusters Score -1685327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1685334.500000 Penalty: 3104.912109
	Iteration 26Q: 3 clusters Score -1685334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1685339.250000 Penalty: 3104.912109
	Iteration 27Q: 3 clusters Score -1685339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1685345.375000 Penalty: 3104.912109
	Iteration 28Q: 3 clusters Score -1685345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1685341.625000 Penalty: 3104.912109
	Iteration 29Q: 3 clusters Score -1685342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1685347.125000 Penalty: 3104.912109
	Iteration 30Q: 3 clusters Score -1685347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1685355.625000 Penalty: 3104.912109
	Iteration 31Q: 3 clusters Score -1685356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1685360.000000 Penalty: 3104.912109
	Iteration 32Q: 3 clusters Score -1685360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1685362.125000 Penalty: 3104.912109
	Iteration 33Q: 3 clusters Score -1685362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1685364.750000 Penalty: 3104.912109
	Iteration 34Q: 3 clusters Score -1685365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1685370.000000 Penalty: 3104.912109
	Iteration 35Q: 3 clusters Score -1685370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1685370.875000 Penalty: 3104.912109
	Iteration 36Q: 3 clusters Score -1685371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1685369.750000 Penalty: 3104.912109
	Iteration 37Q: 3 clusters Score -1685370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1685369.000000 Penalty: 3104.912109
	Iteration 38Q: 3 clusters Score -1685369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1685370.125000 Penalty: 3104.912109
	Iteration 39Q: 3 clusters Score -1685370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1685369.625000 Penalty: 3104.912109
	Iteration 40F: 3 clusters Score -1685370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1685369.375000 Penalty: 3104.912109
	Iteration 41Q: 3 clusters Score -1685369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1685369.000000 Penalty: 3104.912109
	Iteration 42Q: 3 clusters Score -1685369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1685371.875000 Penalty: 3104.912109
	Iteration 43Q: 3 clusters Score -1685372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1685373.250000 Penalty: 3104.912109
	Iteration 44Q: 3 clusters Score -1685373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1685370.625000 Penalty: 3104.912109
	Iteration 45Q: 3 clusters Score -1685371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1685371.625000 Penalty: 3104.912109
	Iteration 46Q: 3 clusters Score -1685372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1685370.875000 Penalty: 3104.912109
	Iteration 47Q: 3 clusters Score -1685371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1685369.875000 Penalty: 3104.912109
	Iteration 48Q: 3 clusters Score -1685370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1685370.625000 Penalty: 3104.912109
	Iteration 49Q: 3 clusters Score -1685371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1685373.000000 Penalty: 3104.912109
	Iteration 50Q: 3 clusters Score -1685373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1685371.500000 Penalty: 3104.912109
	Iteration 51Q: 3 clusters Score -1685372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1685372.875000 Penalty: 3104.912109
	Iteration 52Q: 3 clusters Score -1685373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1685373.750000 Penalty: 3104.912109
	Iteration 53Q: 3 clusters Score -1685374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1685373.750000 Penalty: 3104.912109
	Iteration 54F: 3 clusters Score -1685374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -184117.171875 Penalty: 1189.370361
	Iteration 0F: 2 clusters Score -184117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -182327.812500 Penalty: 2378.740723
	Iteration 0F: 3 clusters Score -182327.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -182658.453125 Penalty: 2378.740723
	Iteration 1F: 3 clusters Score -182658.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -182739.796875 Penalty: 2378.740723
	Iteration 2F: 3 clusters Score -182739.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -182782.500000 Penalty: 2378.740723
	Iteration 3Q: 3 clusters Score -182782.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -182808.234375 Penalty: 2378.740723
	Iteration 4Q: 3 clusters Score -182808.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -182831.703125 Penalty: 2378.740723
	Iteration 5Q: 3 clusters Score -182831.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -182851.703125 Penalty: 2378.740723
	Iteration 6Q: 3 clusters Score -182851.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -182865.093750 Penalty: 2378.740723
	Iteration 7Q: 3 clusters Score -182865.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -182872.234375 Penalty: 2378.740723
	Iteration 8Q: 3 clusters Score -182872.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -182878.781250 Penalty: 2378.740723
	Iteration 9Q: 3 clusters Score -182878.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -182884.312500 Penalty: 2378.740723
	Iteration 10Q: 3 clusters Score -182884.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -182890.562500 Penalty: 2378.740723
	Iteration 11Q: 3 clusters Score -182890.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -182893.375000 Penalty: 2378.740723
	Iteration 12Q: 3 clusters Score -182893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -182894.968750 Penalty: 2378.740723
	Iteration 13Q: 3 clusters Score -182895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -182898.203125 Penalty: 2378.740723
	Iteration 14Q: 3 clusters Score -182898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -182900.390625 Penalty: 2378.740723
	Iteration 15Q: 3 clusters Score -182900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -182901.171875 Penalty: 2378.740723
	Iteration 16Q: 3 clusters Score -182901.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -182901.171875 Penalty: 2378.740723
	Iteration 17F: 3 clusters Score -182901.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Entering Unmasked Estep 
Score: -777447.250000 Penalty: 1423.879150
	Iteration 0F: 2 clusters Score -777447.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -772619.875000 Penalty: 2847.758301
	Iteration 0F: 3 clusters Score -772619.9 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -774015.562500 Penalty: 2847.758301
	Iteration 1F: 3 clusters Score -774015.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -774195.187500 Penalty: 2847.758301
	Iteration 2F: 3 clusters Score -774195.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -774296.625000 Penalty: 2847.758301
	Iteration 3Q: 3 clusters Score -774296.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -774369.250000 Penalty: 2847.758301
	Iteration 4Q: 3 clusters Score -774369.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -774450.562500 Penalty: 2847.758301
	Iteration 5Q: 3 clusters Score -774450.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -774529.250000 Penalty: 2847.758301
	Iteration 6Q: 3 clusters Score -774529.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -774619.375000 Penalty: 2847.758301
	Iteration 7Q: 3 clusters Score -774619.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -774726.750000 Penalty: 2847.758301
	Iteration 8Q: 3 clusters Score -774726.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -774829.875000 Penalty: 2847.758301
	Iteration 9Q: 3 clusters Score -774829.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -774941.375000 Penalty: 2847.758301
	Iteration 10Q: 3 clusters Score -774941.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -775059.312500 Penalty: 2847.758301
	Iteration 11Q: 3 clusters Score -775059.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -775177.312500 Penalty: 2847.758301
	Iteration 12Q: 3 clusters Score -775177.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -775308.125000 Penalty: 2847.758301
	Iteration 13Q: 3 clusters Score -775308.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -775434.125000 Penalty: 2847.758301
	Iteration 14Q: 3 clusters Score -775434.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -775557.000000 Penalty: 2847.758301
	Iteration 15Q: 3 clusters Score -775557 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -775671.062500 Penalty: 2847.758301
	Iteration 16Q: 3 clusters Score -775671.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -775788.500000 Penalty: 2847.758301
	Iteration 17Q: 3 clusters Score -775788.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -775900.375000 Penalty: 2847.758301
	Iteration 18Q: 3 clusters Score -775900.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -776001.125000 Penalty: 2847.758301
	Iteration 19Q: 3 clusters Score -776001.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -776076.875000 Penalty: 2847.758301
	Iteration 20F: 3 clusters Score -776076.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -776129.250000 Penalty: 2847.758301
	Iteration 21Q: 3 clusters Score -776129.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -776151.937500 Penalty: 2847.758301
	Iteration 22Q: 3 clusters Score -776151.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -776167.187500 Penalty: 2847.758301
	Iteration 23Q: 3 clusters Score -776167.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -776180.062500 Penalty: 2847.758301
	Iteration 24Q: 3 clusters Score -776180.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -776192.312500 Penalty: 2847.758301
	Iteration 25Q: 3 clusters Score -776192.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -776207.187500 Penalty: 2847.758301
	Iteration 26Q: 3 clusters Score -776207.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -776218.875000 Penalty: 2847.758301
	Iteration 27Q: 3 clusters Score -776218.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -776226.937500 Penalty: 2847.758301
	Iteration 28Q: 3 clusters Score -776226.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -776231.437500 Penalty: 2847.758301
	Iteration 29Q: 3 clusters Score -776231.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -776234.437500 Penalty: 2847.758301
	Iteration 30Q: 3 clusters Score -776234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -776236.875000 Penalty: 2847.758301
	Iteration 31Q: 3 clusters Score -776236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -776240.000000 Penalty: 2847.758301
	Iteration 32Q: 3 clusters Score -776240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -776240.812500 Penalty: 2847.758301
	Iteration 33Q: 3 clusters Score -776240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -776240.500000 Penalty: 2847.758301
	Iteration 34Q: 3 clusters Score -776240.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -776240.500000 Penalty: 2847.758301
	Iteration 35F: 3 clusters Score -776240.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Entering Unmasked Estep 
Score: -736878.750000 Penalty: 1412.992676
	Iteration 0F: 2 clusters Score -736878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -732245.500000 Penalty: 2825.985352
	Iteration 0F: 3 clusters Score -732245.5 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -733586.750000 Penalty: 2825.985352
	Iteration 1F: 3 clusters Score -733586.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -733799.437500 Penalty: 2825.985352
	Iteration 2F: 3 clusters Score -733799.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -733937.437500 Penalty: 2825.985352
	Iteration 3F: 3 clusters Score -733937.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -734064.875000 Penalty: 2825.985352
	Iteration 4Q: 3 clusters Score -734064.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -734173.250000 Penalty: 2825.985352
	Iteration 5Q: 3 clusters Score -734173.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -734293.187500 Penalty: 2825.985352
	Iteration 6Q: 3 clusters Score -734293.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -734420.812500 Penalty: 2825.985352
	Iteration 7Q: 3 clusters Score -734420.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -734558.687500 Penalty: 2825.985352
	Iteration 8Q: 3 clusters Score -734558.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -734696.750000 Penalty: 2825.985352
	Iteration 9Q: 3 clusters Score -734696.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -734843.500000 Penalty: 2825.985352
	Iteration 10Q: 3 clusters Score -734843.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -735012.187500 Penalty: 2825.985352
	Iteration 11Q: 3 clusters Score -735012.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -735169.625000 Penalty: 2825.985352
	Iteration 12Q: 3 clusters Score -735169.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -735300.437500 Penalty: 2825.985352
	Iteration 13Q: 3 clusters Score -735300.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -735408.812500 Penalty: 2825.985352
	Iteration 14Q: 3 clusters Score -735408.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -735485.750000 Penalty: 2825.985352
	Iteration 15Q: 3 clusters Score -735485.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -735543.687500 Penalty: 2825.985352
	Iteration 16Q: 3 clusters Score -735543.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -735582.187500 Penalty: 2825.985352
	Iteration 17Q: 3 clusters Score -735582.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -735604.250000 Penalty: 2825.985352
	Iteration 18Q: 3 clusters Score -735604.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -735617.375000 Penalty: 2825.985352
	Iteration 19Q: 3 clusters Score -735617.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -735631.000000 Penalty: 2825.985352
	Iteration 20F: 3 clusters Score -735631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -735645.437500 Penalty: 2825.985352
	Iteration 21Q: 3 clusters Score -735645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -735650.875000 Penalty: 2825.985352
	Iteration 22Q: 3 clusters Score -735650.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -735653.625000 Penalty: 2825.985352
	Iteration 23Q: 3 clusters Score -735653.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -735655.875000 Penalty: 2825.985352
	Iteration 24Q: 3 clusters Score -735655.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -735657.375000 Penalty: 2825.985352
	Iteration 25Q: 3 clusters Score -735657.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -735661.312500 Penalty: 2825.985352
	Iteration 26Q: 3 clusters Score -735661.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -735665.187500 Penalty: 2825.985352
	Iteration 27Q: 3 clusters Score -735665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -735667.437500 Penalty: 2825.985352
	Iteration 28Q: 3 clusters Score -735667.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -735669.500000 Penalty: 2825.985352
	Iteration 29Q: 3 clusters Score -735669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -735671.000000 Penalty: 2825.985352
	Iteration 30Q: 3 clusters Score -735671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -735672.812500 Penalty: 2825.985352
	Iteration 31Q: 3 clusters Score -735672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -735672.875000 Penalty: 2825.985352
	Iteration 32Q: 3 clusters Score -735672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -735675.687500 Penalty: 2825.985352
	Iteration 33Q: 3 clusters Score -735675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -735675.875000 Penalty: 2825.985352
	Iteration 34Q: 3 clusters Score -735675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -735679.125000 Penalty: 2825.985352
	Iteration 35Q: 3 clusters Score -735679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -735683.375000 Penalty: 2825.985352
	Iteration 36Q: 3 clusters Score -735683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -735686.562500 Penalty: 2825.985352
	Iteration 37Q: 3 clusters Score -735686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -735690.375000 Penalty: 2825.985352
	Iteration 38Q: 3 clusters Score -735690.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -735697.875000 Penalty: 2825.985352
	Iteration 39Q: 3 clusters Score -735697.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -735708.062500 Penalty: 2825.985352
	Iteration 40F: 3 clusters Score -735708.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -735722.375000 Penalty: 2825.985352
	Iteration 41Q: 3 clusters Score -735722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -735729.562500 Penalty: 2825.985352
	Iteration 42Q: 3 clusters Score -735729.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -735745.312500 Penalty: 2825.985352
	Iteration 43Q: 3 clusters Score -735745.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -735752.062500 Penalty: 2825.985352
	Iteration 44Q: 3 clusters Score -735752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -735755.562500 Penalty: 2825.985352
	Iteration 45Q: 3 clusters Score -735755.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -735757.375000 Penalty: 2825.985352
	Iteration 46Q: 3 clusters Score -735757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -735759.187500 Penalty: 2825.985352
	Iteration 47Q: 3 clusters Score -735759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -735761.937500 Penalty: 2825.985352
	Iteration 48Q: 3 clusters Score -735761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -735763.000000 Penalty: 2825.985352
	Iteration 49Q: 3 clusters Score -735763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -735765.250000 Penalty: 2825.985352
	Iteration 50Q: 3 clusters Score -735765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -735768.062500 Penalty: 2825.985352
	Iteration 51Q: 3 clusters Score -735768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -735773.750000 Penalty: 2825.985352
	Iteration 52Q: 3 clusters Score -735773.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -735776.125000 Penalty: 2825.985352
	Iteration 53Q: 3 clusters Score -735776.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -735784.000000 Penalty: 2825.985352
	Iteration 54Q: 3 clusters Score -735784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -735789.375000 Penalty: 2825.985352
	Iteration 55Q: 3 clusters Score -735789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -735794.937500 Penalty: 2825.985352
	Iteration 56Q: 3 clusters Score -735794.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -735798.750000 Penalty: 2825.985352
	Iteration 57Q: 3 clusters Score -735798.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -735806.125000 Penalty: 2825.985352
	Iteration 58Q: 3 clusters Score -735806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -735807.437500 Penalty: 2825.985352
	Iteration 59Q: 3 clusters Score -735807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -735810.625000 Penalty: 2825.985352
	Iteration 60F: 3 clusters Score -735810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -735811.937500 Penalty: 2825.985352
	Iteration 61Q: 3 clusters Score -735811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -735811.937500 Penalty: 2825.985352
	Iteration 62Q: 3 clusters Score -735811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -735816.437500 Penalty: 2825.985352
	Iteration 63Q: 3 clusters Score -735816.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -735818.812500 Penalty: 2825.985352
	Iteration 64Q: 3 clusters Score -735818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -735820.375000 Penalty: 2825.985352
	Iteration 65Q: 3 clusters Score -735820.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -735820.875000 Penalty: 2825.985352
	Iteration 66Q: 3 clusters Score -735820.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -735820.875000 Penalty: 2825.985352
	Iteration 67F: 3 clusters Score -735820.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Entering Unmasked Estep 
Score: -5494050.000000 Penalty: 1735.269775
	Iteration 0F: 2 clusters Score -5494050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -5465005.500000 Penalty: 3470.539551
	Iteration 0F: 3 clusters Score -5465006 nChanged 20351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5476347.500000 Penalty: 3470.539551
	Iteration 1F: 3 clusters Score -5476348 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -5476722.500000 Penalty: 3470.539551
	Iteration 2Q: 3 clusters Score -5476722 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -5477062.500000 Penalty: 3470.539551
	Iteration 3Q: 3 clusters Score -5477062 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -5477570.000000 Penalty: 3470.539551
	Iteration 4Q: 3 clusters Score -5477570 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -5478132.500000 Penalty: 3470.539551
	Iteration 5Q: 3 clusters Score -5478132 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -5479061.500000 Penalty: 3470.539551
	Iteration 6Q: 3 clusters Score -5479062 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -5480547.500000 Penalty: 3470.539551
	Iteration 7F: 3 clusters Score -5480548 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -5482739.000000 Penalty: 3470.539551
	Iteration 8F: 3 clusters Score -5482739 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -5485706.000000 Penalty: 3470.539551
	Iteration 9F: 3 clusters Score -5485706 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -5488731.500000 Penalty: 3470.539551
	Iteration 10F: 3 clusters Score -5488732 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5490793.500000 Penalty: 3470.539551
	Iteration 11F: 3 clusters Score -5490794 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -5491840.500000 Penalty: 3470.539551
	Iteration 12Q: 3 clusters Score -5491840 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -5492348.500000 Penalty: 3470.539551
	Iteration 13Q: 3 clusters Score -5492348 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -5492572.000000 Penalty: 3470.539551
	Iteration 14Q: 3 clusters Score -5492572 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -5492664.000000 Penalty: 3470.539551
	Iteration 15Q: 3 clusters Score -5492664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -5492702.500000 Penalty: 3470.539551
	Iteration 16Q: 3 clusters Score -5492702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -5492744.500000 Penalty: 3470.539551
	Iteration 17Q: 3 clusters Score -5492744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -5492781.500000 Penalty: 3470.539551
	Iteration 18Q: 3 clusters Score -5492782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -5492795.500000 Penalty: 3470.539551
	Iteration 19Q: 3 clusters Score -5492796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -5492805.000000 Penalty: 3470.539551
	Iteration 20F: 3 clusters Score -5492805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -5492813.000000 Penalty: 3470.539551
	Iteration 21Q: 3 clusters Score -5492813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -5492817.000000 Penalty: 3470.539551
	Iteration 22Q: 3 clusters Score -5492817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -5492820.000000 Penalty: 3470.539551
	Iteration 23Q: 3 clusters Score -5492820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -5492827.000000 Penalty: 3470.539551
	Iteration 24Q: 3 clusters Score -5492827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -5492829.500000 Penalty: 3470.539551
	Iteration 25Q: 3 clusters Score -5492830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -5492834.500000 Penalty: 3470.539551
	Iteration 26Q: 3 clusters Score -5492834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -5492828.500000 Penalty: 3470.539551
	Iteration 27Q: 3 clusters Score -5492828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -5492832.500000 Penalty: 3470.539551
	Iteration 28Q: 3 clusters Score -5492832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -5492839.000000 Penalty: 3470.539551
	Iteration 29Q: 3 clusters Score -5492839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -5492839.500000 Penalty: 3470.539551
	Iteration 30Q: 3 clusters Score -5492840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -5492840.000000 Penalty: 3470.539551
	Iteration 31Q: 3 clusters Score -5492840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -5492840.000000 Penalty: 3470.539551
	Iteration 32F: 3 clusters Score -5492840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -385327.843750 Penalty: 1307.408081
	Iteration 0F: 2 clusters Score -385327.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -382540.250000 Penalty: 2614.816162
	Iteration 0F: 3 clusters Score -382540.2 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -383193.937500 Penalty: 2614.816162
	Iteration 1F: 3 clusters Score -383193.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -383352.343750 Penalty: 2614.816162
	Iteration 2F: 3 clusters Score -383352.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -383452.906250 Penalty: 2614.816162
	Iteration 3F: 3 clusters Score -383452.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -383537.500000 Penalty: 2614.816162
	Iteration 4Q: 3 clusters Score -383537.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -383604.812500 Penalty: 2614.816162
	Iteration 5Q: 3 clusters Score -383604.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -383663.093750 Penalty: 2614.816162
	Iteration 6Q: 3 clusters Score -383663.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -383704.406250 Penalty: 2614.816162
	Iteration 7Q: 3 clusters Score -383704.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -383737.906250 Penalty: 2614.816162
	Iteration 8Q: 3 clusters Score -383737.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -383771.468750 Penalty: 2614.816162
	Iteration 9Q: 3 clusters Score -383771.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -383798.843750 Penalty: 2614.816162
	Iteration 10Q: 3 clusters Score -383798.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -383829.968750 Penalty: 2614.816162
	Iteration 11Q: 3 clusters Score -383830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -383859.937500 Penalty: 2614.816162
	Iteration 12Q: 3 clusters Score -383859.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -383893.312500 Penalty: 2614.816162
	Iteration 13Q: 3 clusters Score -383893.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -383922.093750 Penalty: 2614.816162
	Iteration 14Q: 3 clusters Score -383922.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -383943.937500 Penalty: 2614.816162
	Iteration 15Q: 3 clusters Score -383943.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -383966.750000 Penalty: 2614.816162
	Iteration 16Q: 3 clusters Score -383966.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -383989.468750 Penalty: 2614.816162
	Iteration 17Q: 3 clusters Score -383989.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -384028.343750 Penalty: 2614.816162
	Iteration 18Q: 3 clusters Score -384028.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -384064.875000 Penalty: 2614.816162
	Iteration 19Q: 3 clusters Score -384064.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -384112.406250 Penalty: 2614.816162
	Iteration 20F: 3 clusters Score -384112.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -384147.218750 Penalty: 2614.816162
	Iteration 21Q: 3 clusters Score -384147.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -384179.250000 Penalty: 2614.816162
	Iteration 22Q: 3 clusters Score -384179.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -384209.875000 Penalty: 2614.816162
	Iteration 23Q: 3 clusters Score -384209.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -384236.750000 Penalty: 2614.816162
	Iteration 24Q: 3 clusters Score -384236.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -384261.500000 Penalty: 2614.816162
	Iteration 25Q: 3 clusters Score -384261.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -384285.437500 Penalty: 2614.816162
	Iteration 26Q: 3 clusters Score -384285.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -384298.468750 Penalty: 2614.816162
	Iteration 27Q: 3 clusters Score -384298.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -384309.656250 Penalty: 2614.816162
	Iteration 28Q: 3 clusters Score -384309.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -384321.343750 Penalty: 2614.816162
	Iteration 29Q: 3 clusters Score -384321.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -384329.218750 Penalty: 2614.816162
	Iteration 30Q: 3 clusters Score -384329.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -384336.406250 Penalty: 2614.816162
	Iteration 31Q: 3 clusters Score -384336.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -384339.875000 Penalty: 2614.816162
	Iteration 32Q: 3 clusters Score -384339.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -384343.468750 Penalty: 2614.816162
	Iteration 33Q: 3 clusters Score -384343.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -384345.156250 Penalty: 2614.816162
	Iteration 34Q: 3 clusters Score -384345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -384346.937500 Penalty: 2614.816162
	Iteration 35Q: 3 clusters Score -384346.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -384349.468750 Penalty: 2614.816162
	Iteration 36Q: 3 clusters Score -384349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -384349.187500 Penalty: 2614.816162
	Iteration 37Q: 3 clusters Score -384349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -384350.593750 Penalty: 2614.816162
	Iteration 38Q: 3 clusters Score -384350.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -384352.093750 Penalty: 2614.816162
	Iteration 39Q: 3 clusters Score -384352.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -384352.375000 Penalty: 2614.816162
	Iteration 40F: 3 clusters Score -384352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -384353.437500 Penalty: 2614.816162
	Iteration 41Q: 3 clusters Score -384353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -384354.093750 Penalty: 2614.816162
	Iteration 42Q: 3 clusters Score -384354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -384354.093750 Penalty: 2614.816162
	Iteration 43F: 3 clusters Score -384354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 10655 members 
Mstep: Class 3 contains 12221 members 
Mstep: Class 4 contains 37919 members 
Mstep: Class 5 contains 83397 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91559 members 
Mstep: Class 8 contains 78867 members 
Mstep: Class 9 contains 30762 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23929 members 
Mstep: Class 12 contains 7784 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32617 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5975 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648992.000000 Penalty: 49153.574219
Iteration 239Q: 24 clusters Score -6.264899e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 10650 members 
Mstep: Class 3 contains 12221 members 
Mstep: Class 4 contains 37915 members 
Mstep: Class 5 contains 83400 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91567 members 
Mstep: Class 8 contains 78840 members 
Mstep: Class 9 contains 30761 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23929 members 
Mstep: Class 12 contains 7783 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32618 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5979 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649016.000000 Penalty: 49153.574219
Iteration 240F: 24 clusters Score -6.264902e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 10649 members 
Mstep: Class 3 contains 12220 members 
Mstep: Class 4 contains 37913 members 
Mstep: Class 5 contains 83401 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91570 members 
Mstep: Class 8 contains 78821 members 
Mstep: Class 9 contains 30759 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23929 members 
Mstep: Class 12 contains 7784 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32618 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 43417 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649056.000000 Penalty: 49153.574219
Iteration 241Q: 24 clusters Score -6.264906e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 10645 members 
Mstep: Class 3 contains 12220 members 
Mstep: Class 4 contains 37909 members 
Mstep: Class 5 contains 83402 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91572 members 
Mstep: Class 8 contains 78803 members 
Mstep: Class 9 contains 30758 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23930 members 
Mstep: Class 12 contains 7784 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32620 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5983 members 
Mstep: Class 22 contains 43417 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649072.000000 Penalty: 49153.574219
Iteration 242Q: 24 clusters Score -6.264907e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 10645 members 
Mstep: Class 3 contains 12221 members 
Mstep: Class 4 contains 37908 members 
Mstep: Class 5 contains 83402 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91574 members 
Mstep: Class 8 contains 78783 members 
Mstep: Class 9 contains 30757 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23932 members 
Mstep: Class 12 contains 7785 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5981 members 
Mstep: Class 22 contains 43417 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649068.000000 Penalty: 49153.574219
Iteration 243Q: 24 clusters Score -6.264907e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 10645 members 
Mstep: Class 3 contains 12221 members 
Mstep: Class 4 contains 37904 members 
Mstep: Class 5 contains 83401 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91579 members 
Mstep: Class 8 contains 78765 members 
Mstep: Class 9 contains 30756 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23934 members 
Mstep: Class 12 contains 7785 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5981 members 
Mstep: Class 22 contains 43417 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649020.000000 Penalty: 49153.574219
Iteration 244Q: 24 clusters Score -6.264902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 10645 members 
Mstep: Class 3 contains 12221 members 
Mstep: Class 4 contains 37900 members 
Mstep: Class 5 contains 83401 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91584 members 
Mstep: Class 8 contains 78748 members 
Mstep: Class 9 contains 30755 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23936 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5981 members 
Mstep: Class 22 contains 43416 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649020.000000 Penalty: 49153.574219
Iteration 245Q: 24 clusters Score -6.264902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 10644 members 
Mstep: Class 3 contains 12221 members 
Mstep: Class 4 contains 37894 members 
Mstep: Class 5 contains 83402 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91589 members 
Mstep: Class 8 contains 78735 members 
Mstep: Class 9 contains 30752 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23935 members 
Mstep: Class 12 contains 7785 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5981 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649032.000000 Penalty: 49153.574219
Iteration 246Q: 24 clusters Score -6.264903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 10644 members 
Mstep: Class 3 contains 12222 members 
Mstep: Class 4 contains 37892 members 
Mstep: Class 5 contains 83403 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91591 members 
Mstep: Class 8 contains 78726 members 
Mstep: Class 9 contains 30750 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23937 members 
Mstep: Class 12 contains 7784 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649016.000000 Penalty: 49153.574219
Iteration 247Q: 24 clusters Score -6.264902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 10644 members 
Mstep: Class 3 contains 12222 members 
Mstep: Class 4 contains 37890 members 
Mstep: Class 5 contains 83403 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91591 members 
Mstep: Class 8 contains 78715 members 
Mstep: Class 9 contains 30749 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23938 members 
Mstep: Class 12 contains 7783 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648988.000000 Penalty: 49153.574219
Iteration 248Q: 24 clusters Score -6.264899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 10644 members 
Mstep: Class 3 contains 12222 members 
Mstep: Class 4 contains 37886 members 
Mstep: Class 5 contains 83403 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91593 members 
Mstep: Class 8 contains 78708 members 
Mstep: Class 9 contains 30749 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23938 members 
Mstep: Class 12 contains 7780 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649008.000000 Penalty: 49153.574219
Iteration 249Q: 24 clusters Score -6.264901e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 10645 members 
Mstep: Class 3 contains 12222 members 
Mstep: Class 4 contains 37884 members 
Mstep: Class 5 contains 83403 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91593 members 
Mstep: Class 8 contains 78701 members 
Mstep: Class 9 contains 30749 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23938 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649016.000000 Penalty: 49153.574219
Iteration 250Q: 24 clusters Score -6.264902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 3 contains 12222 members 
Mstep: Class 4 contains 37885 members 
Mstep: Class 5 contains 83403 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91593 members 
Mstep: Class 8 contains 78691 members 
Mstep: Class 9 contains 30749 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23937 members 
Mstep: Class 12 contains 7777 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649024.000000 Penalty: 49153.574219
Iteration 251Q: 24 clusters Score -6.264902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 3 contains 12222 members 
Mstep: Class 4 contains 37883 members 
Mstep: Class 5 contains 83403 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91595 members 
Mstep: Class 8 contains 78687 members 
Mstep: Class 9 contains 30749 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23936 members 
Mstep: Class 12 contains 7777 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649052.000000 Penalty: 49153.574219
Iteration 252Q: 24 clusters Score -6.264905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 3 contains 12223 members 
Mstep: Class 4 contains 37882 members 
Mstep: Class 5 contains 83403 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91595 members 
Mstep: Class 8 contains 78685 members 
Mstep: Class 9 contains 30749 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23936 members 
Mstep: Class 12 contains 7777 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649044.000000 Penalty: 49153.574219
Iteration 253Q: 24 clusters Score -6.264904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 3 contains 12224 members 
Mstep: Class 4 contains 37880 members 
Mstep: Class 5 contains 83403 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91595 members 
Mstep: Class 8 contains 78684 members 
Mstep: Class 9 contains 30749 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23936 members 
Mstep: Class 12 contains 7777 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649040.000000 Penalty: 49153.574219
Iteration 254Q: 24 clusters Score -6.264904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 3 contains 12225 members 
Mstep: Class 4 contains 37880 members 
Mstep: Class 5 contains 83403 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91594 members 
Mstep: Class 8 contains 78684 members 
Mstep: Class 9 contains 30749 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23936 members 
Mstep: Class 12 contains 7777 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649008.000000 Penalty: 49153.574219
Iteration 255Q: 24 clusters Score -6.264901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 3 contains 12225 members 
Mstep: Class 4 contains 37880 members 
Mstep: Class 5 contains 83403 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 91594 members 
Mstep: Class 8 contains 78684 members 
Mstep: Class 9 contains 30749 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 23936 members 
Mstep: Class 12 contains 7777 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649008.000000 Penalty: 49153.574219
Iteration 256F: 24 clusters Score -6.264901e+07 nChanged 0
Entering ConstructFrom: 
Score: -62649008.000000 Penalty: 49153.574219
Entering ConstructFrom: 
Trying to split cluster 1 (17242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Entering Unmasked Estep 
Score: -2178881.000000 Penalty: 1585.204224
	Iteration 0F: 2 clusters Score -2178881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2167090.750000 Penalty: 3170.408447
	Iteration 0F: 3 clusters Score -2167091 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2171410.500000 Penalty: 3170.408447
	Iteration 1F: 3 clusters Score -2171410 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2171911.000000 Penalty: 3170.408447
	Iteration 2F: 3 clusters Score -2171911 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2172544.750000 Penalty: 3170.408447
	Iteration 3F: 3 clusters Score -2172545 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2173383.250000 Penalty: 3170.408447
	Iteration 4F: 3 clusters Score -2173383 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2174274.000000 Penalty: 3170.408447
	Iteration 5F: 3 clusters Score -2174274 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2175142.000000 Penalty: 3170.408447
	Iteration 6F: 3 clusters Score -2175142 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2175968.250000 Penalty: 3170.408447
	Iteration 7F: 3 clusters Score -2175968 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2176558.750000 Penalty: 3170.408447
	Iteration 8Q: 3 clusters Score -2176559 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2176930.000000 Penalty: 3170.408447
	Iteration 9Q: 3 clusters Score -2176930 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2177182.000000 Penalty: 3170.408447
	Iteration 10Q: 3 clusters Score -2177182 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2177309.500000 Penalty: 3170.408447
	Iteration 11Q: 3 clusters Score -2177310 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2177379.750000 Penalty: 3170.408447
	Iteration 12Q: 3 clusters Score -2177380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2177445.000000 Penalty: 3170.408447
	Iteration 13Q: 3 clusters Score -2177445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2177495.250000 Penalty: 3170.408447
	Iteration 14Q: 3 clusters Score -2177495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2177524.750000 Penalty: 3170.408447
	Iteration 15Q: 3 clusters Score -2177525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2177544.000000 Penalty: 3170.408447
	Iteration 16Q: 3 clusters Score -2177544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2177556.250000 Penalty: 3170.408447
	Iteration 17Q: 3 clusters Score -2177556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2177576.500000 Penalty: 3170.408447
	Iteration 18Q: 3 clusters Score -2177576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2177581.000000 Penalty: 3170.408447
	Iteration 19Q: 3 clusters Score -2177581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2177589.000000 Penalty: 3170.408447
	Iteration 20F: 3 clusters Score -2177589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2177598.000000 Penalty: 3170.408447
	Iteration 21Q: 3 clusters Score -2177598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2177599.750000 Penalty: 3170.408447
	Iteration 22Q: 3 clusters Score -2177600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2177603.500000 Penalty: 3170.408447
	Iteration 23Q: 3 clusters Score -2177604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2177603.250000 Penalty: 3170.408447
	Iteration 24Q: 3 clusters Score -2177603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2177602.000000 Penalty: 3170.408447
	Iteration 25Q: 3 clusters Score -2177602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2177604.750000 Penalty: 3170.408447
	Iteration 26Q: 3 clusters Score -2177605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2177608.000000 Penalty: 3170.408447
	Iteration 27Q: 3 clusters Score -2177608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2177606.500000 Penalty: 3170.408447
	Iteration 28Q: 3 clusters Score -2177606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2177608.500000 Penalty: 3170.408447
	Iteration 29Q: 3 clusters Score -2177608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2177608.500000 Penalty: 3170.408447
	Iteration 30F: 3 clusters Score -2177608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Entering Unmasked Estep 
Score: -1343958.000000 Penalty: 1506.852661
	Iteration 0F: 2 clusters Score -1343958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1336365.750000 Penalty: 3013.705322
	Iteration 0F: 3 clusters Score -1336366 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1338863.125000 Penalty: 3013.705322
	Iteration 1F: 3 clusters Score -1338863 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1339167.750000 Penalty: 3013.705322
	Iteration 2F: 3 clusters Score -1339168 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1339448.625000 Penalty: 3013.705322
	Iteration 3F: 3 clusters Score -1339449 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1339748.750000 Penalty: 3013.705322
	Iteration 4F: 3 clusters Score -1339749 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1340174.250000 Penalty: 3013.705322
	Iteration 5F: 3 clusters Score -1340174 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1340678.500000 Penalty: 3013.705322
	Iteration 6F: 3 clusters Score -1340678 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1341207.875000 Penalty: 3013.705322
	Iteration 7F: 3 clusters Score -1341208 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1341686.625000 Penalty: 3013.705322
	Iteration 8F: 3 clusters Score -1341687 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1342050.250000 Penalty: 3013.705322
	Iteration 9Q: 3 clusters Score -1342050 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1342269.625000 Penalty: 3013.705322
	Iteration 10Q: 3 clusters Score -1342270 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1342430.250000 Penalty: 3013.705322
	Iteration 11Q: 3 clusters Score -1342430 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1342512.500000 Penalty: 3013.705322
	Iteration 12Q: 3 clusters Score -1342512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1342569.250000 Penalty: 3013.705322
	Iteration 13Q: 3 clusters Score -1342569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1342592.500000 Penalty: 3013.705322
	Iteration 14Q: 3 clusters Score -1342592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1342612.500000 Penalty: 3013.705322
	Iteration 15Q: 3 clusters Score -1342612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1342627.000000 Penalty: 3013.705322
	Iteration 16Q: 3 clusters Score -1342627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1342634.375000 Penalty: 3013.705322
	Iteration 17Q: 3 clusters Score -1342634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1342642.750000 Penalty: 3013.705322
	Iteration 18Q: 3 clusters Score -1342643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1342647.375000 Penalty: 3013.705322
	Iteration 19Q: 3 clusters Score -1342647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1342654.250000 Penalty: 3013.705322
	Iteration 20F: 3 clusters Score -1342654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1342665.750000 Penalty: 3013.705322
	Iteration 21Q: 3 clusters Score -1342666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1342672.500000 Penalty: 3013.705322
	Iteration 22Q: 3 clusters Score -1342672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1342675.875000 Penalty: 3013.705322
	Iteration 23Q: 3 clusters Score -1342676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1342678.750000 Penalty: 3013.705322
	Iteration 24Q: 3 clusters Score -1342679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1342679.500000 Penalty: 3013.705322
	Iteration 25Q: 3 clusters Score -1342680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1342680.625000 Penalty: 3013.705322
	Iteration 26Q: 3 clusters Score -1342681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1342682.000000 Penalty: 3013.705322
	Iteration 27Q: 3 clusters Score -1342682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1342682.000000 Penalty: 3013.705322
	Iteration 28F: 3 clusters Score -1342682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Entering Unmasked Estep 
Score: -1517329.250000 Penalty: 1529.326294
	Iteration 0F: 2 clusters Score -1517329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1508721.000000 Penalty: 3058.652588
	Iteration 0F: 3 clusters Score -1508721 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1511644.125000 Penalty: 3058.652588
	Iteration 1F: 3 clusters Score -1511644 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1511949.250000 Penalty: 3058.652588
	Iteration 2F: 3 clusters Score -1511949 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1512219.625000 Penalty: 3058.652588
	Iteration 3F: 3 clusters Score -1512220 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1512484.500000 Penalty: 3058.652588
	Iteration 4Q: 3 clusters Score -1512484 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1512799.125000 Penalty: 3058.652588
	Iteration 5Q: 3 clusters Score -1512799 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1513161.625000 Penalty: 3058.652588
	Iteration 6F: 3 clusters Score -1513162 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1513592.750000 Penalty: 3058.652588
	Iteration 7F: 3 clusters Score -1513593 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1514095.125000 Penalty: 3058.652588
	Iteration 8F: 3 clusters Score -1514095 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1514600.000000 Penalty: 3058.652588
	Iteration 9Q: 3 clusters Score -1514600 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1515104.375000 Penalty: 3058.652588
	Iteration 10Q: 3 clusters Score -1515104 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1515511.500000 Penalty: 3058.652588
	Iteration 11Q: 3 clusters Score -1515512 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1515787.125000 Penalty: 3058.652588
	Iteration 12Q: 3 clusters Score -1515787 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1515946.875000 Penalty: 3058.652588
	Iteration 13Q: 3 clusters Score -1515947 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1516027.125000 Penalty: 3058.652588
	Iteration 14Q: 3 clusters Score -1516027 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1516074.375000 Penalty: 3058.652588
	Iteration 15Q: 3 clusters Score -1516074 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1516107.500000 Penalty: 3058.652588
	Iteration 16Q: 3 clusters Score -1516108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1516136.875000 Penalty: 3058.652588
	Iteration 17Q: 3 clusters Score -1516137 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1516162.875000 Penalty: 3058.652588
	Iteration 18Q: 3 clusters Score -1516163 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1516179.250000 Penalty: 3058.652588
	Iteration 19Q: 3 clusters Score -1516179 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1516193.750000 Penalty: 3058.652588
	Iteration 20F: 3 clusters Score -1516194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1516204.000000 Penalty: 3058.652588
	Iteration 21Q: 3 clusters Score -1516204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1516208.500000 Penalty: 3058.652588
	Iteration 22Q: 3 clusters Score -1516208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1516220.750000 Penalty: 3058.652588
	Iteration 23Q: 3 clusters Score -1516221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1516220.750000 Penalty: 3058.652588
	Iteration 24Q: 3 clusters Score -1516221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1516228.250000 Penalty: 3058.652588
	Iteration 25Q: 3 clusters Score -1516228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1516227.750000 Penalty: 3058.652588
	Iteration 26Q: 3 clusters Score -1516228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1516230.000000 Penalty: 3058.652588
	Iteration 27Q: 3 clusters Score -1516230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1516229.625000 Penalty: 3058.652588
	Iteration 28Q: 3 clusters Score -1516230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1516229.500000 Penalty: 3058.652588
	Iteration 29Q: 3 clusters Score -1516230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1516231.625000 Penalty: 3058.652588
	Iteration 30Q: 3 clusters Score -1516232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1516228.375000 Penalty: 3058.652588
	Iteration 31Q: 3 clusters Score -1516228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1516230.500000 Penalty: 3058.652588
	Iteration 32Q: 3 clusters Score -1516230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1516229.625000 Penalty: 3058.652588
	Iteration 33Q: 3 clusters Score -1516230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1516229.875000 Penalty: 3058.652588
	Iteration 34Q: 3 clusters Score -1516230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1516232.125000 Penalty: 3058.652588
	Iteration 35Q: 3 clusters Score -1516232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1516229.375000 Penalty: 3058.652588
	Iteration 36Q: 3 clusters Score -1516229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1516228.625000 Penalty: 3058.652588
	Iteration 37Q: 3 clusters Score -1516229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1516230.000000 Penalty: 3058.652588
	Iteration 38Q: 3 clusters Score -1516230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1516225.500000 Penalty: 3058.652588
	Iteration 39Q: 3 clusters Score -1516226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1516227.375000 Penalty: 3058.652588
	Iteration 40F: 3 clusters Score -1516227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Entering Unmasked Estep 
Score: -4808977.500000 Penalty: 1713.104004
	Iteration 0F: 2 clusters Score -4808978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4783737.000000 Penalty: 3426.208008
	Iteration 0F: 3 clusters Score -4783737 nChanged 17512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -4793571.500000 Penalty: 3426.208008
	Iteration 1F: 3 clusters Score -4793572 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -4793921.500000 Penalty: 3426.208008
	Iteration 2Q: 3 clusters Score -4793922 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -4794251.000000 Penalty: 3426.208008
	Iteration 3Q: 3 clusters Score -4794251 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -4794625.500000 Penalty: 3426.208008
	Iteration 4Q: 3 clusters Score -4794626 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4795081.000000 Penalty: 3426.208008
	Iteration 5Q: 3 clusters Score -4795081 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4795750.000000 Penalty: 3426.208008
	Iteration 6Q: 3 clusters Score -4795750 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -4796818.000000 Penalty: 3426.208008
	Iteration 7F: 3 clusters Score -4796818 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -4798533.000000 Penalty: 3426.208008
	Iteration 8F: 3 clusters Score -4798533 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -4800953.000000 Penalty: 3426.208008
	Iteration 9F: 3 clusters Score -4800953 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4803537.000000 Penalty: 3426.208008
	Iteration 10F: 3 clusters Score -4803537 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -4805515.000000 Penalty: 3426.208008
	Iteration 11F: 3 clusters Score -4805515 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -4806603.000000 Penalty: 3426.208008
	Iteration 12Q: 3 clusters Score -4806603 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -4807078.000000 Penalty: 3426.208008
	Iteration 13Q: 3 clusters Score -4807078 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -4807275.000000 Penalty: 3426.208008
	Iteration 14Q: 3 clusters Score -4807275 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -4807367.500000 Penalty: 3426.208008
	Iteration 15Q: 3 clusters Score -4807368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -4807426.500000 Penalty: 3426.208008
	Iteration 16Q: 3 clusters Score -4807426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4807462.500000 Penalty: 3426.208008
	Iteration 17Q: 3 clusters Score -4807462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -4807487.000000 Penalty: 3426.208008
	Iteration 18Q: 3 clusters Score -4807487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -4807500.500000 Penalty: 3426.208008
	Iteration 19Q: 3 clusters Score -4807500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -4807511.000000 Penalty: 3426.208008
	Iteration 20F: 3 clusters Score -4807511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -4807523.000000 Penalty: 3426.208008
	Iteration 21Q: 3 clusters Score -4807523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -4807531.000000 Penalty: 3426.208008
	Iteration 22Q: 3 clusters Score -4807531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -4807531.000000 Penalty: 3426.208008
	Iteration 23Q: 3 clusters Score -4807531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4807532.000000 Penalty: 3426.208008
	Iteration 24Q: 3 clusters Score -4807532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4807532.000000 Penalty: 3426.208008
	Iteration 25F: 3 clusters Score -4807532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (83403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Entering Unmasked Estep 
Score: -10303342.000000 Penalty: 1841.359009
	Iteration 0F: 2 clusters Score -1.030334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -10251872.000000 Penalty: 3682.718018
	Iteration 0F: 3 clusters Score -1.025187e+07 nChanged 39696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -10274837.000000 Penalty: 3682.718018
	Iteration 1F: 3 clusters Score -1.027484e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -10275649.000000 Penalty: 3682.718018
	Iteration 2Q: 3 clusters Score -1.027565e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -10276970.000000 Penalty: 3682.718018
	Iteration 3Q: 3 clusters Score -1.027697e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -10279184.000000 Penalty: 3682.718018
	Iteration 4F: 3 clusters Score -1.027918e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -10282764.000000 Penalty: 3682.718018
	Iteration 5F: 3 clusters Score -1.028276e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -10287714.000000 Penalty: 3682.718018
	Iteration 6F: 3 clusters Score -1.028771e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 72272 members 
Entering Unmasked Estep 
Score: -10292710.000000 Penalty: 3682.718018
	Iteration 7F: 3 clusters Score -1.029271e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 77650 members 
Entering Unmasked Estep 
Score: -10296693.000000 Penalty: 3682.718018
	Iteration 8F: 3 clusters Score -1.029669e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -10299358.000000 Penalty: 3682.718018
	Iteration 9Q: 3 clusters Score -1.029936e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -10300774.000000 Penalty: 3682.718018
	Iteration 10Q: 3 clusters Score -1.030077e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 82876 members 
Entering Unmasked Estep 
Score: -10301394.000000 Penalty: 3682.718018
	Iteration 11Q: 3 clusters Score -1.030139e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -10301645.000000 Penalty: 3682.718018
	Iteration 12Q: 3 clusters Score -1.030164e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -10301750.000000 Penalty: 3682.718018
	Iteration 13Q: 3 clusters Score -1.030175e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 83184 members 
Entering Unmasked Estep 
Score: -10301798.000000 Penalty: 3682.718018
	Iteration 14Q: 3 clusters Score -1.03018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -10301838.000000 Penalty: 3682.718018
	Iteration 15Q: 3 clusters Score -1.030184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 83191 members 
Entering Unmasked Estep 
Score: -10301872.000000 Penalty: 3682.718018
	Iteration 16Q: 3 clusters Score -1.030187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 83191 members 
Entering Unmasked Estep 
Score: -10301892.000000 Penalty: 3682.718018
	Iteration 17Q: 3 clusters Score -1.030189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -10301913.000000 Penalty: 3682.718018
	Iteration 18Q: 3 clusters Score -1.030191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -10301923.000000 Penalty: 3682.718018
	Iteration 19Q: 3 clusters Score -1.030192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -10301941.000000 Penalty: 3682.718018
	Iteration 20F: 3 clusters Score -1.030194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 83208 members 
Entering Unmasked Estep 
Score: -10301958.000000 Penalty: 3682.718018
	Iteration 21Q: 3 clusters Score -1.030196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -10301982.000000 Penalty: 3682.718018
	Iteration 22Q: 3 clusters Score -1.030198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
Score: -10301989.000000 Penalty: 3682.718018
	Iteration 23Q: 3 clusters Score -1.030199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
Score: -10301993.000000 Penalty: 3682.718018
	Iteration 24Q: 3 clusters Score -1.030199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 83211 members 
Entering Unmasked Estep 
Score: -10302014.000000 Penalty: 3682.718018
	Iteration 25Q: 3 clusters Score -1.030201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -10302022.000000 Penalty: 3682.718018
	Iteration 26Q: 3 clusters Score -1.030202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 83205 members 
Entering Unmasked Estep 
Score: -10302021.000000 Penalty: 3682.718018
	Iteration 27Q: 3 clusters Score -1.030202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 83202 members 
Entering Unmasked Estep 
Score: -10302028.000000 Penalty: 3682.718018
	Iteration 28Q: 3 clusters Score -1.030203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 83199 members 
Entering Unmasked Estep 
Score: -10302029.000000 Penalty: 3682.718018
	Iteration 29Q: 3 clusters Score -1.030203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 83196 members 
Entering Unmasked Estep 
Score: -10302041.000000 Penalty: 3682.718018
	Iteration 30Q: 3 clusters Score -1.030204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -10302045.000000 Penalty: 3682.718018
	Iteration 31Q: 3 clusters Score -1.030204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -10302045.000000 Penalty: 3682.718018
	Iteration 32F: 3 clusters Score -1.030204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Entering Unmasked Estep 
Score: -429465.093750 Penalty: 1328.846313
	Iteration 0F: 2 clusters Score -429465.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -426391.031250 Penalty: 2657.692627
	Iteration 0F: 3 clusters Score -426391 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -427148.093750 Penalty: 2657.692627
	Iteration 1F: 3 clusters Score -427148.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -427269.968750 Penalty: 2657.692627
	Iteration 2F: 3 clusters Score -427270 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -427356.000000 Penalty: 2657.692627
	Iteration 3Q: 3 clusters Score -427356 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -427413.781250 Penalty: 2657.692627
	Iteration 4Q: 3 clusters Score -427413.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -427459.218750 Penalty: 2657.692627
	Iteration 5Q: 3 clusters Score -427459.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -427495.000000 Penalty: 2657.692627
	Iteration 6Q: 3 clusters Score -427495 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -427531.031250 Penalty: 2657.692627
	Iteration 7Q: 3 clusters Score -427531 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -427569.906250 Penalty: 2657.692627
	Iteration 8Q: 3 clusters Score -427569.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -427610.593750 Penalty: 2657.692627
	Iteration 9Q: 3 clusters Score -427610.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -427657.843750 Penalty: 2657.692627
	Iteration 10Q: 3 clusters Score -427657.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -427715.312500 Penalty: 2657.692627
	Iteration 11Q: 3 clusters Score -427715.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -427786.093750 Penalty: 2657.692627
	Iteration 12Q: 3 clusters Score -427786.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -427857.375000 Penalty: 2657.692627
	Iteration 13Q: 3 clusters Score -427857.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -427934.437500 Penalty: 2657.692627
	Iteration 14Q: 3 clusters Score -427934.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -428023.187500 Penalty: 2657.692627
	Iteration 15Q: 3 clusters Score -428023.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -428098.281250 Penalty: 2657.692627
	Iteration 16Q: 3 clusters Score -428098.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -428149.656250 Penalty: 2657.692627
	Iteration 17Q: 3 clusters Score -428149.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -428191.937500 Penalty: 2657.692627
	Iteration 18Q: 3 clusters Score -428191.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -428219.187500 Penalty: 2657.692627
	Iteration 19Q: 3 clusters Score -428219.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -428245.281250 Penalty: 2657.692627
	Iteration 20F: 3 clusters Score -428245.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -428268.968750 Penalty: 2657.692627
	Iteration 21Q: 3 clusters Score -428269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -428302.125000 Penalty: 2657.692627
	Iteration 22Q: 3 clusters Score -428302.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -428323.656250 Penalty: 2657.692627
	Iteration 23Q: 3 clusters Score -428323.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -428331.406250 Penalty: 2657.692627
	Iteration 24Q: 3 clusters Score -428331.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -428340.031250 Penalty: 2657.692627
	Iteration 25Q: 3 clusters Score -428340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -428345.000000 Penalty: 2657.692627
	Iteration 26Q: 3 clusters Score -428345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -428351.062500 Penalty: 2657.692627
	Iteration 27Q: 3 clusters Score -428351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -428354.937500 Penalty: 2657.692627
	Iteration 28Q: 3 clusters Score -428354.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -428359.000000 Penalty: 2657.692627
	Iteration 29Q: 3 clusters Score -428359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -428364.781250 Penalty: 2657.692627
	Iteration 30Q: 3 clusters Score -428364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -428366.687500 Penalty: 2657.692627
	Iteration 31Q: 3 clusters Score -428366.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -428369.812500 Penalty: 2657.692627
	Iteration 32Q: 3 clusters Score -428369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -428373.687500 Penalty: 2657.692627
	Iteration 33Q: 3 clusters Score -428373.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -428378.031250 Penalty: 2657.692627
	Iteration 34Q: 3 clusters Score -428378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -428379.156250 Penalty: 2657.692627
	Iteration 35Q: 3 clusters Score -428379.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -428379.156250 Penalty: 2657.692627
	Iteration 36F: 3 clusters Score -428379.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (91594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Entering Unmasked Estep 
Score: -11347445.000000 Penalty: 1856.582153
	Iteration 0F: 2 clusters Score -1.134744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -11295519.000000 Penalty: 3713.164307
	Iteration 0F: 3 clusters Score -1.129552e+07 nChanged 43891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -11321009.000000 Penalty: 3713.164307
	Iteration 1F: 3 clusters Score -1.132101e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -11321691.000000 Penalty: 3713.164307
	Iteration 2Q: 3 clusters Score -1.132169e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -11322600.000000 Penalty: 3713.164307
	Iteration 3Q: 3 clusters Score -1.13226e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -11323803.000000 Penalty: 3713.164307
	Iteration 4Q: 3 clusters Score -1.13238e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -11325304.000000 Penalty: 3713.164307
	Iteration 5Q: 3 clusters Score -1.13253e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -11327331.000000 Penalty: 3713.164307
	Iteration 6F: 3 clusters Score -1.132733e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -11330224.000000 Penalty: 3713.164307
	Iteration 7F: 3 clusters Score -1.133022e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -11333797.000000 Penalty: 3713.164307
	Iteration 8F: 3 clusters Score -1.13338e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -11337165.000000 Penalty: 3713.164307
	Iteration 9F: 3 clusters Score -1.133716e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -11339898.000000 Penalty: 3713.164307
	Iteration 10Q: 3 clusters Score -1.13399e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -11341754.000000 Penalty: 3713.164307
	Iteration 11Q: 3 clusters Score -1.134175e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -11342637.000000 Penalty: 3713.164307
	Iteration 12Q: 3 clusters Score -1.134264e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -11343111.000000 Penalty: 3713.164307
	Iteration 13Q: 3 clusters Score -1.134311e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80961 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -11343429.000000 Penalty: 3713.164307
	Iteration 14Q: 3 clusters Score -1.134343e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -11343642.000000 Penalty: 3713.164307
	Iteration 15Q: 3 clusters Score -1.134364e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -11343891.000000 Penalty: 3713.164307
	Iteration 16Q: 3 clusters Score -1.134389e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82728 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -11344085.000000 Penalty: 3713.164307
	Iteration 17Q: 3 clusters Score -1.134408e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -11344262.000000 Penalty: 3713.164307
	Iteration 18Q: 3 clusters Score -1.134426e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -11344466.000000 Penalty: 3713.164307
	Iteration 19Q: 3 clusters Score -1.134447e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -11344619.000000 Penalty: 3713.164307
	Iteration 20F: 3 clusters Score -1.134462e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84853 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -11344809.000000 Penalty: 3713.164307
	Iteration 21Q: 3 clusters Score -1.134481e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85341 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -11344948.000000 Penalty: 3713.164307
	Iteration 22Q: 3 clusters Score -1.134495e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85820 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -11345161.000000 Penalty: 3713.164307
	Iteration 23Q: 3 clusters Score -1.134516e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -11345303.000000 Penalty: 3713.164307
	Iteration 24Q: 3 clusters Score -1.13453e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -11345421.000000 Penalty: 3713.164307
	Iteration 25Q: 3 clusters Score -1.134542e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87203 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -11345533.000000 Penalty: 3713.164307
	Iteration 26Q: 3 clusters Score -1.134553e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -11345693.000000 Penalty: 3713.164307
	Iteration 27Q: 3 clusters Score -1.134569e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -11345881.000000 Penalty: 3713.164307
	Iteration 28Q: 3 clusters Score -1.134588e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88356 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -11346014.000000 Penalty: 3713.164307
	Iteration 29Q: 3 clusters Score -1.134601e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88700 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -11346162.000000 Penalty: 3713.164307
	Iteration 30Q: 3 clusters Score -1.134616e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -11346273.000000 Penalty: 3713.164307
	Iteration 31Q: 3 clusters Score -1.134627e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89248 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -11346379.000000 Penalty: 3713.164307
	Iteration 32Q: 3 clusters Score -1.134638e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -11346443.000000 Penalty: 3713.164307
	Iteration 33Q: 3 clusters Score -1.134644e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -11346464.000000 Penalty: 3713.164307
	Iteration 34Q: 3 clusters Score -1.134646e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -11346513.000000 Penalty: 3713.164307
	Iteration 35Q: 3 clusters Score -1.134651e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11346542.000000 Penalty: 3713.164307
	Iteration 36Q: 3 clusters Score -1.134654e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90102 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -11346607.000000 Penalty: 3713.164307
	Iteration 37Q: 3 clusters Score -1.134661e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90211 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11346630.000000 Penalty: 3713.164307
	Iteration 38Q: 3 clusters Score -1.134663e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90301 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -11346661.000000 Penalty: 3713.164307
	Iteration 39Q: 3 clusters Score -1.134666e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90377 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11346691.000000 Penalty: 3713.164307
	Iteration 40F: 3 clusters Score -1.134669e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90433 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11346715.000000 Penalty: 3713.164307
	Iteration 41Q: 3 clusters Score -1.134672e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90476 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11346718.000000 Penalty: 3713.164307
	Iteration 42Q: 3 clusters Score -1.134672e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -11346718.000000 Penalty: 3713.164307
	Iteration 43Q: 3 clusters Score -1.134672e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90542 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11346720.000000 Penalty: 3713.164307
	Iteration 44Q: 3 clusters Score -1.134672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90561 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11346727.000000 Penalty: 3713.164307
	Iteration 45Q: 3 clusters Score -1.134673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -11346716.000000 Penalty: 3713.164307
	Iteration 46Q: 3 clusters Score -1.134672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90600 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11346729.000000 Penalty: 3713.164307
	Iteration 47Q: 3 clusters Score -1.134673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -11346743.000000 Penalty: 3713.164307
	Iteration 48Q: 3 clusters Score -1.134674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11346743.000000 Penalty: 3713.164307
	Iteration 49Q: 3 clusters Score -1.134674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90629 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11346766.000000 Penalty: 3713.164307
	Iteration 50Q: 3 clusters Score -1.134677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -11346769.000000 Penalty: 3713.164307
	Iteration 51Q: 3 clusters Score -1.134677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11346777.000000 Penalty: 3713.164307
	Iteration 52Q: 3 clusters Score -1.134678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90650 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11346783.000000 Penalty: 3713.164307
	Iteration 53Q: 3 clusters Score -1.134678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11346775.000000 Penalty: 3713.164307
	Iteration 54Q: 3 clusters Score -1.134678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11346775.000000 Penalty: 3713.164307
	Iteration 55Q: 3 clusters Score -1.134678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11346769.000000 Penalty: 3713.164307
	Iteration 56Q: 3 clusters Score -1.134677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90666 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11346772.000000 Penalty: 3713.164307
	Iteration 57Q: 3 clusters Score -1.134677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -11346764.000000 Penalty: 3713.164307
	Iteration 58Q: 3 clusters Score -1.134676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90673 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11346771.000000 Penalty: 3713.164307
	Iteration 59Q: 3 clusters Score -1.134677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90674 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11346775.000000 Penalty: 3713.164307
	Iteration 60F: 3 clusters Score -1.134678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90675 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11346763.000000 Penalty: 3713.164307
	Iteration 61Q: 3 clusters Score -1.134676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11346763.000000 Penalty: 3713.164307
	Iteration 62Q: 3 clusters Score -1.134676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11346761.000000 Penalty: 3713.164307
	Iteration 63Q: 3 clusters Score -1.134676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -11346762.000000 Penalty: 3713.164307
	Iteration 64Q: 3 clusters Score -1.134676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90686 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11346762.000000 Penalty: 3713.164307
	Iteration 65Q: 3 clusters Score -1.134676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -11346768.000000 Penalty: 3713.164307
	Iteration 66Q: 3 clusters Score -1.134677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90690 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11346765.000000 Penalty: 3713.164307
	Iteration 67Q: 3 clusters Score -1.134676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90691 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11346765.000000 Penalty: 3713.164307
	Iteration 68Q: 3 clusters Score -1.134676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90691 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11346765.000000 Penalty: 3713.164307
	Iteration 69F: 3 clusters Score -1.134676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (78684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Entering Unmasked Estep 
Score: -9796558.000000 Penalty: 1831.894287
	Iteration 0F: 2 clusters Score -9796558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -9747605.000000 Penalty: 3663.788574
	Iteration 0F: 3 clusters Score -9747605 nChanged 37246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -9768933.000000 Penalty: 3663.788574
	Iteration 1F: 3 clusters Score -9768933 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -9769809.000000 Penalty: 3663.788574
	Iteration 2Q: 3 clusters Score -9769809 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -9771074.000000 Penalty: 3663.788574
	Iteration 3Q: 3 clusters Score -9771074 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -9773374.000000 Penalty: 3663.788574
	Iteration 4F: 3 clusters Score -9773374 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -9777111.000000 Penalty: 3663.788574
	Iteration 5F: 3 clusters Score -9777111 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64055 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -9782691.000000 Penalty: 3663.788574
	Iteration 6F: 3 clusters Score -9782691 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -9788029.000000 Penalty: 3663.788574
	Iteration 7F: 3 clusters Score -9788029 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -9791698.000000 Penalty: 3663.788574
	Iteration 8F: 3 clusters Score -9791698 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -9793599.000000 Penalty: 3663.788574
	Iteration 9Q: 3 clusters Score -9793599 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77872 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9794354.000000 Penalty: 3663.788574
	Iteration 10Q: 3 clusters Score -9794354 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9794671.000000 Penalty: 3663.788574
	Iteration 11Q: 3 clusters Score -9794671 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78306 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9794821.000000 Penalty: 3663.788574
	Iteration 12Q: 3 clusters Score -9794821 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9794886.000000 Penalty: 3663.788574
	Iteration 13Q: 3 clusters Score -9794886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78373 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9794922.000000 Penalty: 3663.788574
	Iteration 14Q: 3 clusters Score -9794922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9794955.000000 Penalty: 3663.788574
	Iteration 15Q: 3 clusters Score -9794955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9794981.000000 Penalty: 3663.788574
	Iteration 16Q: 3 clusters Score -9794981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9794994.000000 Penalty: 3663.788574
	Iteration 17Q: 3 clusters Score -9794994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9795001.000000 Penalty: 3663.788574
	Iteration 18Q: 3 clusters Score -9795001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9795022.000000 Penalty: 3663.788574
	Iteration 19Q: 3 clusters Score -9795022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9795020.000000 Penalty: 3663.788574
	Iteration 20F: 3 clusters Score -9795020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78409 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9795017.000000 Penalty: 3663.788574
	Iteration 21Q: 3 clusters Score -9795017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9795031.000000 Penalty: 3663.788574
	Iteration 22Q: 3 clusters Score -9795031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78409 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9795024.000000 Penalty: 3663.788574
	Iteration 23Q: 3 clusters Score -9795024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78413 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9795033.000000 Penalty: 3663.788574
	Iteration 24Q: 3 clusters Score -9795033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9795040.000000 Penalty: 3663.788574
	Iteration 25Q: 3 clusters Score -9795040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9795037.000000 Penalty: 3663.788574
	Iteration 26Q: 3 clusters Score -9795037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9795037.000000 Penalty: 3663.788574
	Iteration 27F: 3 clusters Score -9795037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Entering Unmasked Estep 
Score: -3854903.750000 Penalty: 1679.212036
	Iteration 0F: 2 clusters Score -3854904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3834094.250000 Penalty: 3358.424072
	Iteration 0F: 3 clusters Score -3834094 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -3842049.250000 Penalty: 3358.424072
	Iteration 1F: 3 clusters Score -3842049 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3842629.500000 Penalty: 3358.424072
	Iteration 2Q: 3 clusters Score -3842630 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3843518.500000 Penalty: 3358.424072
	Iteration 3F: 3 clusters Score -3843518 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3845032.000000 Penalty: 3358.424072
	Iteration 4F: 3 clusters Score -3845032 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3847293.000000 Penalty: 3358.424072
	Iteration 5F: 3 clusters Score -3847293 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3849964.000000 Penalty: 3358.424072
	Iteration 6F: 3 clusters Score -3849964 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3851985.750000 Penalty: 3358.424072
	Iteration 7F: 3 clusters Score -3851986 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3852922.000000 Penalty: 3358.424072
	Iteration 8Q: 3 clusters Score -3852922 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -3853242.250000 Penalty: 3358.424072
	Iteration 9Q: 3 clusters Score -3853242 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -3853338.750000 Penalty: 3358.424072
	Iteration 10Q: 3 clusters Score -3853339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -3853388.500000 Penalty: 3358.424072
	Iteration 11Q: 3 clusters Score -3853388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -3853403.750000 Penalty: 3358.424072
	Iteration 12Q: 3 clusters Score -3853404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -3853409.500000 Penalty: 3358.424072
	Iteration 13Q: 3 clusters Score -3853410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3853423.750000 Penalty: 3358.424072
	Iteration 14Q: 3 clusters Score -3853424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -3853427.500000 Penalty: 3358.424072
	Iteration 15Q: 3 clusters Score -3853428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -3853434.500000 Penalty: 3358.424072
	Iteration 16Q: 3 clusters Score -3853434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -3853441.000000 Penalty: 3358.424072
	Iteration 17Q: 3 clusters Score -3853441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -3853441.000000 Penalty: 3358.424072
	Iteration 18F: 3 clusters Score -3853441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -442762.156250 Penalty: 1337.512085
	Iteration 0F: 2 clusters Score -442762.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -439569.781250 Penalty: 2675.024170
	Iteration 0F: 3 clusters Score -439569.8 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -440395.406250 Penalty: 2675.024170
	Iteration 1F: 3 clusters Score -440395.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -440561.250000 Penalty: 2675.024170
	Iteration 2F: 3 clusters Score -440561.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -440710.281250 Penalty: 2675.024170
	Iteration 3F: 3 clusters Score -440710.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -440837.593750 Penalty: 2675.024170
	Iteration 4F: 3 clusters Score -440837.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -440933.968750 Penalty: 2675.024170
	Iteration 5Q: 3 clusters Score -440934 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -441044.375000 Penalty: 2675.024170
	Iteration 6Q: 3 clusters Score -441044.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -441168.500000 Penalty: 2675.024170
	Iteration 7Q: 3 clusters Score -441168.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -441270.656250 Penalty: 2675.024170
	Iteration 8Q: 3 clusters Score -441270.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -441361.687500 Penalty: 2675.024170
	Iteration 9Q: 3 clusters Score -441361.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -441450.687500 Penalty: 2675.024170
	Iteration 10Q: 3 clusters Score -441450.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -441530.406250 Penalty: 2675.024170
	Iteration 11Q: 3 clusters Score -441530.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -441590.937500 Penalty: 2675.024170
	Iteration 12Q: 3 clusters Score -441590.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -441627.437500 Penalty: 2675.024170
	Iteration 13Q: 3 clusters Score -441627.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -441658.625000 Penalty: 2675.024170
	Iteration 14Q: 3 clusters Score -441658.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -441678.843750 Penalty: 2675.024170
	Iteration 15Q: 3 clusters Score -441678.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -441703.531250 Penalty: 2675.024170
	Iteration 16Q: 3 clusters Score -441703.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -441730.375000 Penalty: 2675.024170
	Iteration 17Q: 3 clusters Score -441730.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -441747.187500 Penalty: 2675.024170
	Iteration 18Q: 3 clusters Score -441747.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -441756.875000 Penalty: 2675.024170
	Iteration 19Q: 3 clusters Score -441756.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -441767.562500 Penalty: 2675.024170
	Iteration 20F: 3 clusters Score -441767.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -441779.281250 Penalty: 2675.024170
	Iteration 21Q: 3 clusters Score -441779.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -441794.218750 Penalty: 2675.024170
	Iteration 22Q: 3 clusters Score -441794.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -441808.093750 Penalty: 2675.024170
	Iteration 23Q: 3 clusters Score -441808.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -441814.562500 Penalty: 2675.024170
	Iteration 24Q: 3 clusters Score -441814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -441819.031250 Penalty: 2675.024170
	Iteration 25Q: 3 clusters Score -441819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -441822.875000 Penalty: 2675.024170
	Iteration 26Q: 3 clusters Score -441822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -441825.343750 Penalty: 2675.024170
	Iteration 27Q: 3 clusters Score -441825.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -441827.281250 Penalty: 2675.024170
	Iteration 28Q: 3 clusters Score -441827.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -441827.718750 Penalty: 2675.024170
	Iteration 29Q: 3 clusters Score -441827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -441828.812500 Penalty: 2675.024170
	Iteration 30Q: 3 clusters Score -441828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -441828.593750 Penalty: 2675.024170
	Iteration 31Q: 3 clusters Score -441828.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -441829.812500 Penalty: 2675.024170
	Iteration 32Q: 3 clusters Score -441829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -441831.000000 Penalty: 2675.024170
	Iteration 33Q: 3 clusters Score -441831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -441831.531250 Penalty: 2675.024170
	Iteration 34Q: 3 clusters Score -441831.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -441834.218750 Penalty: 2675.024170
	Iteration 35Q: 3 clusters Score -441834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -441836.781250 Penalty: 2675.024170
	Iteration 36Q: 3 clusters Score -441836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -441838.125000 Penalty: 2675.024170
	Iteration 37Q: 3 clusters Score -441838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -441838.593750 Penalty: 2675.024170
	Iteration 38Q: 3 clusters Score -441838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -441838.593750 Penalty: 2675.024170
	Iteration 39F: 3 clusters Score -441838.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Entering Unmasked Estep 
Score: -2973601.250000 Penalty: 1638.510010
	Iteration 0F: 2 clusters Score -2973601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2957350.750000 Penalty: 3277.020020
	Iteration 0F: 3 clusters Score -2957351 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2963271.250000 Penalty: 3277.020020
	Iteration 1F: 3 clusters Score -2963271 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2963578.500000 Penalty: 3277.020020
	Iteration 2Q: 3 clusters Score -2963578 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2963845.000000 Penalty: 3277.020020
	Iteration 3Q: 3 clusters Score -2963845 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2964114.250000 Penalty: 3277.020020
	Iteration 4Q: 3 clusters Score -2964114 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2964435.000000 Penalty: 3277.020020
	Iteration 5Q: 3 clusters Score -2964435 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2964819.000000 Penalty: 3277.020020
	Iteration 6Q: 3 clusters Score -2964819 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2965361.500000 Penalty: 3277.020020
	Iteration 7Q: 3 clusters Score -2965362 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2966030.250000 Penalty: 3277.020020
	Iteration 8Q: 3 clusters Score -2966030 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2966823.750000 Penalty: 3277.020020
	Iteration 9F: 3 clusters Score -2966824 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2967788.000000 Penalty: 3277.020020
	Iteration 10F: 3 clusters Score -2967788 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2968818.500000 Penalty: 3277.020020
	Iteration 11F: 3 clusters Score -2968818 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2969728.000000 Penalty: 3277.020020
	Iteration 12Q: 3 clusters Score -2969728 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2970476.500000 Penalty: 3277.020020
	Iteration 13Q: 3 clusters Score -2970476 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2971039.000000 Penalty: 3277.020020
	Iteration 14Q: 3 clusters Score -2971039 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2971415.750000 Penalty: 3277.020020
	Iteration 15Q: 3 clusters Score -2971416 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2971624.250000 Penalty: 3277.020020
	Iteration 16Q: 3 clusters Score -2971624 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2971732.250000 Penalty: 3277.020020
	Iteration 17Q: 3 clusters Score -2971732 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2971787.500000 Penalty: 3277.020020
	Iteration 18Q: 3 clusters Score -2971788 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2971827.000000 Penalty: 3277.020020
	Iteration 19Q: 3 clusters Score -2971827 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2971849.500000 Penalty: 3277.020020
	Iteration 20F: 3 clusters Score -2971850 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2971877.750000 Penalty: 3277.020020
	Iteration 21Q: 3 clusters Score -2971878 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2971897.500000 Penalty: 3277.020020
	Iteration 22Q: 3 clusters Score -2971898 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2971924.500000 Penalty: 3277.020020
	Iteration 23Q: 3 clusters Score -2971924 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2971940.750000 Penalty: 3277.020020
	Iteration 24Q: 3 clusters Score -2971941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2971943.500000 Penalty: 3277.020020
	Iteration 25Q: 3 clusters Score -2971944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2971953.750000 Penalty: 3277.020020
	Iteration 26Q: 3 clusters Score -2971954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2971959.500000 Penalty: 3277.020020
	Iteration 27Q: 3 clusters Score -2971960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2971970.750000 Penalty: 3277.020020
	Iteration 28Q: 3 clusters Score -2971971 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2971970.500000 Penalty: 3277.020020
	Iteration 29Q: 3 clusters Score -2971970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2971968.000000 Penalty: 3277.020020
	Iteration 30Q: 3 clusters Score -2971968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2971969.750000 Penalty: 3277.020020
	Iteration 31Q: 3 clusters Score -2971970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2971975.750000 Penalty: 3277.020020
	Iteration 32Q: 3 clusters Score -2971976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2971978.250000 Penalty: 3277.020020
	Iteration 33Q: 3 clusters Score -2971978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2971980.000000 Penalty: 3277.020020
	Iteration 34Q: 3 clusters Score -2971980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2971983.500000 Penalty: 3277.020020
	Iteration 35Q: 3 clusters Score -2971984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2971980.250000 Penalty: 3277.020020
	Iteration 36Q: 3 clusters Score -2971980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2971980.500000 Penalty: 3277.020020
	Iteration 37Q: 3 clusters Score -2971980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2971976.500000 Penalty: 3277.020020
	Iteration 38Q: 3 clusters Score -2971976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2971973.750000 Penalty: 3277.020020
	Iteration 39Q: 3 clusters Score -2971974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2971975.750000 Penalty: 3277.020020
	Iteration 40F: 3 clusters Score -2971976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2971974.250000 Penalty: 3277.020020
	Iteration 41Q: 3 clusters Score -2971974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2971974.750000 Penalty: 3277.020020
	Iteration 42Q: 3 clusters Score -2971975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2971973.750000 Penalty: 3277.020020
	Iteration 43Q: 3 clusters Score -2971974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2971975.500000 Penalty: 3277.020020
	Iteration 44Q: 3 clusters Score -2971976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2971975.500000 Penalty: 3277.020020
	Iteration 45F: 3 clusters Score -2971976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Entering Unmasked Estep 
Score: -916794.062500 Penalty: 1455.825562
	Iteration 0F: 2 clusters Score -916794.1 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 3870 members 
Entering Unmasked Estep 
Score: -911042.187500 Penalty: 2911.651123
	Iteration 0F: 3 clusters Score -911042.2 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -912739.500000 Penalty: 2911.651123
	Iteration 1F: 3 clusters Score -912739.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -912984.250000 Penalty: 2911.651123
	Iteration 2F: 3 clusters Score -912984.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -913180.062500 Penalty: 2911.651123
	Iteration 3F: 3 clusters Score -913180.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -913358.312500 Penalty: 2911.651123
	Iteration 4Q: 3 clusters Score -913358.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -913531.187500 Penalty: 2911.651123
	Iteration 5Q: 3 clusters Score -913531.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -913685.125000 Penalty: 2911.651123
	Iteration 6Q: 3 clusters Score -913685.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -913803.500000 Penalty: 2911.651123
	Iteration 7Q: 3 clusters Score -913803.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -913889.562500 Penalty: 2911.651123
	Iteration 8Q: 3 clusters Score -913889.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -913958.312500 Penalty: 2911.651123
	Iteration 9Q: 3 clusters Score -913958.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -914032.750000 Penalty: 2911.651123
	Iteration 10Q: 3 clusters Score -914032.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -914108.812500 Penalty: 2911.651123
	Iteration 11Q: 3 clusters Score -914108.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -914189.187500 Penalty: 2911.651123
	Iteration 12Q: 3 clusters Score -914189.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -914273.687500 Penalty: 2911.651123
	Iteration 13Q: 3 clusters Score -914273.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -914386.125000 Penalty: 2911.651123
	Iteration 14Q: 3 clusters Score -914386.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -914526.062500 Penalty: 2911.651123
	Iteration 15Q: 3 clusters Score -914526.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -914669.000000 Penalty: 2911.651123
	Iteration 16Q: 3 clusters Score -914669 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -914824.812500 Penalty: 2911.651123
	Iteration 17Q: 3 clusters Score -914824.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -914978.437500 Penalty: 2911.651123
	Iteration 18Q: 3 clusters Score -914978.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -915111.812500 Penalty: 2911.651123
	Iteration 19Q: 3 clusters Score -915111.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -915238.312500 Penalty: 2911.651123
	Iteration 20F: 3 clusters Score -915238.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -915334.937500 Penalty: 2911.651123
	Iteration 21Q: 3 clusters Score -915334.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -915412.125000 Penalty: 2911.651123
	Iteration 22Q: 3 clusters Score -915412.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -915472.375000 Penalty: 2911.651123
	Iteration 23Q: 3 clusters Score -915472.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -915528.750000 Penalty: 2911.651123
	Iteration 24Q: 3 clusters Score -915528.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -915573.250000 Penalty: 2911.651123
	Iteration 25Q: 3 clusters Score -915573.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -915625.562500 Penalty: 2911.651123
	Iteration 26Q: 3 clusters Score -915625.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -915676.625000 Penalty: 2911.651123
	Iteration 27Q: 3 clusters Score -915676.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -915711.750000 Penalty: 2911.651123
	Iteration 28Q: 3 clusters Score -915711.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -915735.812500 Penalty: 2911.651123
	Iteration 29Q: 3 clusters Score -915735.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -915762.625000 Penalty: 2911.651123
	Iteration 30Q: 3 clusters Score -915762.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -915790.750000 Penalty: 2911.651123
	Iteration 31Q: 3 clusters Score -915790.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -915805.500000 Penalty: 2911.651123
	Iteration 32Q: 3 clusters Score -915805.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -915814.812500 Penalty: 2911.651123
	Iteration 33Q: 3 clusters Score -915814.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -915822.312500 Penalty: 2911.651123
	Iteration 34Q: 3 clusters Score -915822.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -915825.312500 Penalty: 2911.651123
	Iteration 35Q: 3 clusters Score -915825.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -915828.562500 Penalty: 2911.651123
	Iteration 36Q: 3 clusters Score -915828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -915829.062500 Penalty: 2911.651123
	Iteration 37Q: 3 clusters Score -915829.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -915829.312500 Penalty: 2911.651123
	Iteration 38Q: 3 clusters Score -915829.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -915830.125000 Penalty: 2911.651123
	Iteration 39Q: 3 clusters Score -915830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -915831.625000 Penalty: 2911.651123
	Iteration 40F: 3 clusters Score -915831.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -16652.138672 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -16652.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16165.014648 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -16165.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16344.872070 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -16344.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16412.480469 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -16412.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16464.599609 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -16464.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16472.734375 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -16472.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16472.734375 Penalty: 1703.567749
	Iteration 5F: 3 clusters Score -16472.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -34530.386719 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -34530.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33692.070312 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -33692.07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33869.394531 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -33869.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33913.378906 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -33913.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33945.156250 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -33945.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33951.527344 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -33951.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33954.058594 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -33954.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33954.933594 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -33954.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33955.238281 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -33955.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33955.238281 Penalty: 1911.173340
	Iteration 8F: 3 clusters Score -33955.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Entering Unmasked Estep 
Score: -276236.062500 Penalty: 1269.314087
	Iteration 0F: 2 clusters Score -276236.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -273857.093750 Penalty: 2538.628174
	Iteration 0F: 3 clusters Score -273857.1 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -274455.593750 Penalty: 2538.628174
	Iteration 1F: 3 clusters Score -274455.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -274684.812500 Penalty: 2538.628174
	Iteration 2F: 3 clusters Score -274684.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -274899.062500 Penalty: 2538.628174
	Iteration 3F: 3 clusters Score -274899.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -275104.468750 Penalty: 2538.628174
	Iteration 4F: 3 clusters Score -275104.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -275367.093750 Penalty: 2538.628174
	Iteration 5F: 3 clusters Score -275367.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -275628.687500 Penalty: 2538.628174
	Iteration 6F: 3 clusters Score -275628.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -275776.781250 Penalty: 2538.628174
	Iteration 7Q: 3 clusters Score -275776.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -275870.750000 Penalty: 2538.628174
	Iteration 8Q: 3 clusters Score -275870.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -275927.281250 Penalty: 2538.628174
	Iteration 9Q: 3 clusters Score -275927.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -275970.656250 Penalty: 2538.628174
	Iteration 10Q: 3 clusters Score -275970.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -275993.000000 Penalty: 2538.628174
	Iteration 11Q: 3 clusters Score -275993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -276009.406250 Penalty: 2538.628174
	Iteration 12Q: 3 clusters Score -276009.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -276023.437500 Penalty: 2538.628174
	Iteration 13Q: 3 clusters Score -276023.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -276030.718750 Penalty: 2538.628174
	Iteration 14Q: 3 clusters Score -276030.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -276035.687500 Penalty: 2538.628174
	Iteration 15Q: 3 clusters Score -276035.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -276037.156250 Penalty: 2538.628174
	Iteration 16Q: 3 clusters Score -276037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -276037.500000 Penalty: 2538.628174
	Iteration 17Q: 3 clusters Score -276037.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -276037.500000 Penalty: 2538.628174
	Iteration 18F: 3 clusters Score -276037.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -383021.968750 Penalty: 1307.512329
	Iteration 0F: 2 clusters Score -383022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -380235.343750 Penalty: 2615.024658
	Iteration 0F: 3 clusters Score -380235.3 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -380990.562500 Penalty: 2615.024658
	Iteration 1F: 3 clusters Score -380990.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -381166.500000 Penalty: 2615.024658
	Iteration 2F: 3 clusters Score -381166.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -381265.125000 Penalty: 2615.024658
	Iteration 3F: 3 clusters Score -381265.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -381351.562500 Penalty: 2615.024658
	Iteration 4Q: 3 clusters Score -381351.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -381459.593750 Penalty: 2615.024658
	Iteration 5Q: 3 clusters Score -381459.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -381556.781250 Penalty: 2615.024658
	Iteration 6Q: 3 clusters Score -381556.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -381638.031250 Penalty: 2615.024658
	Iteration 7Q: 3 clusters Score -381638 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -381697.875000 Penalty: 2615.024658
	Iteration 8Q: 3 clusters Score -381697.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -381760.406250 Penalty: 2615.024658
	Iteration 9Q: 3 clusters Score -381760.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -381839.156250 Penalty: 2615.024658
	Iteration 10Q: 3 clusters Score -381839.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -381922.812500 Penalty: 2615.024658
	Iteration 11Q: 3 clusters Score -381922.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -381999.968750 Penalty: 2615.024658
	Iteration 12Q: 3 clusters Score -382000 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -382069.312500 Penalty: 2615.024658
	Iteration 13Q: 3 clusters Score -382069.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -382134.812500 Penalty: 2615.024658
	Iteration 14Q: 3 clusters Score -382134.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -382186.156250 Penalty: 2615.024658
	Iteration 15Q: 3 clusters Score -382186.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -382226.250000 Penalty: 2615.024658
	Iteration 16Q: 3 clusters Score -382226.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -382250.437500 Penalty: 2615.024658
	Iteration 17Q: 3 clusters Score -382250.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -382270.093750 Penalty: 2615.024658
	Iteration 18Q: 3 clusters Score -382270.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -382285.000000 Penalty: 2615.024658
	Iteration 19Q: 3 clusters Score -382285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -382301.750000 Penalty: 2615.024658
	Iteration 20F: 3 clusters Score -382301.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -382315.375000 Penalty: 2615.024658
	Iteration 21Q: 3 clusters Score -382315.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -382323.562500 Penalty: 2615.024658
	Iteration 22Q: 3 clusters Score -382323.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -382329.937500 Penalty: 2615.024658
	Iteration 23Q: 3 clusters Score -382329.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -382335.656250 Penalty: 2615.024658
	Iteration 24Q: 3 clusters Score -382335.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -382341.125000 Penalty: 2615.024658
	Iteration 25Q: 3 clusters Score -382341.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -382347.093750 Penalty: 2615.024658
	Iteration 26Q: 3 clusters Score -382347.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -382352.468750 Penalty: 2615.024658
	Iteration 27Q: 3 clusters Score -382352.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -382354.062500 Penalty: 2615.024658
	Iteration 28Q: 3 clusters Score -382354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -382355.312500 Penalty: 2615.024658
	Iteration 29Q: 3 clusters Score -382355.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -382356.968750 Penalty: 2615.024658
	Iteration 30Q: 3 clusters Score -382357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -382359.125000 Penalty: 2615.024658
	Iteration 31Q: 3 clusters Score -382359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -382358.593750 Penalty: 2615.024658
	Iteration 32Q: 3 clusters Score -382358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -382359.156250 Penalty: 2615.024658
	Iteration 33Q: 3 clusters Score -382359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -382359.156250 Penalty: 2615.024658
	Iteration 34F: 3 clusters Score -382359.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Entering Unmasked Estep 
Score: -4066687.000000 Penalty: 1688.815674
	Iteration 0F: 2 clusters Score -4066687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -4044761.250000 Penalty: 3377.631348
	Iteration 0F: 3 clusters Score -4044761 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -4052911.250000 Penalty: 3377.631348
	Iteration 1F: 3 clusters Score -4052911 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -4053280.000000 Penalty: 3377.631348
	Iteration 2Q: 3 clusters Score -4053280 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4053585.750000 Penalty: 3377.631348
	Iteration 3Q: 3 clusters Score -4053586 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -4053867.250000 Penalty: 3377.631348
	Iteration 4Q: 3 clusters Score -4053867 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -4054118.250000 Penalty: 3377.631348
	Iteration 5Q: 3 clusters Score -4054118 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4054393.250000 Penalty: 3377.631348
	Iteration 6Q: 3 clusters Score -4054393 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -4054737.250000 Penalty: 3377.631348
	Iteration 7Q: 3 clusters Score -4054737 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -4055202.500000 Penalty: 3377.631348
	Iteration 8Q: 3 clusters Score -4055202 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4055931.500000 Penalty: 3377.631348
	Iteration 9Q: 3 clusters Score -4055932 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -4057009.000000 Penalty: 3377.631348
	Iteration 10F: 3 clusters Score -4057009 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -4058571.250000 Penalty: 3377.631348
	Iteration 11F: 3 clusters Score -4058571 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -4060589.250000 Penalty: 3377.631348
	Iteration 12F: 3 clusters Score -4060589 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -4062492.000000 Penalty: 3377.631348
	Iteration 13F: 3 clusters Score -4062492 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -4063872.750000 Penalty: 3377.631348
	Iteration 14Q: 3 clusters Score -4063873 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -4064640.000000 Penalty: 3377.631348
	Iteration 15Q: 3 clusters Score -4064640 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -4064977.750000 Penalty: 3377.631348
	Iteration 16Q: 3 clusters Score -4064978 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -4065104.000000 Penalty: 3377.631348
	Iteration 17Q: 3 clusters Score -4065104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -4065173.000000 Penalty: 3377.631348
	Iteration 18Q: 3 clusters Score -4065173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4065220.500000 Penalty: 3377.631348
	Iteration 19Q: 3 clusters Score -4065220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4065234.250000 Penalty: 3377.631348
	Iteration 20F: 3 clusters Score -4065234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -4065254.500000 Penalty: 3377.631348
	Iteration 21Q: 3 clusters Score -4065254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4065261.500000 Penalty: 3377.631348
	Iteration 22Q: 3 clusters Score -4065262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -4065267.750000 Penalty: 3377.631348
	Iteration 23Q: 3 clusters Score -4065268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4065273.500000 Penalty: 3377.631348
	Iteration 24Q: 3 clusters Score -4065274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -4065280.000000 Penalty: 3377.631348
	Iteration 25Q: 3 clusters Score -4065280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4065282.750000 Penalty: 3377.631348
	Iteration 26Q: 3 clusters Score -4065283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4065282.500000 Penalty: 3377.631348
	Iteration 27Q: 3 clusters Score -4065282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4065281.750000 Penalty: 3377.631348
	Iteration 28Q: 3 clusters Score -4065282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4065281.750000 Penalty: 3377.631348
	Iteration 29F: 3 clusters Score -4065282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Entering Unmasked Estep 
Score: -1686120.000000 Penalty: 1552.444458
	Iteration 0F: 2 clusters Score -1686120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1676294.125000 Penalty: 3104.888916
	Iteration 0F: 3 clusters Score -1676294 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1679793.875000 Penalty: 3104.888916
	Iteration 1F: 3 clusters Score -1679794 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1680258.875000 Penalty: 3104.888916
	Iteration 2F: 3 clusters Score -1680259 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1680744.750000 Penalty: 3104.888916
	Iteration 3F: 3 clusters Score -1680745 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1681291.750000 Penalty: 3104.888916
	Iteration 4F: 3 clusters Score -1681292 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1681958.750000 Penalty: 3104.888916
	Iteration 5F: 3 clusters Score -1681959 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1682706.125000 Penalty: 3104.888916
	Iteration 6F: 3 clusters Score -1682706 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1683300.000000 Penalty: 3104.888916
	Iteration 7F: 3 clusters Score -1683300 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1683692.500000 Penalty: 3104.888916
	Iteration 8Q: 3 clusters Score -1683692 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1683929.125000 Penalty: 3104.888916
	Iteration 9Q: 3 clusters Score -1683929 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1684081.875000 Penalty: 3104.888916
	Iteration 10Q: 3 clusters Score -1684082 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1684205.875000 Penalty: 3104.888916
	Iteration 11Q: 3 clusters Score -1684206 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1684281.125000 Penalty: 3104.888916
	Iteration 12Q: 3 clusters Score -1684281 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1684331.875000 Penalty: 3104.888916
	Iteration 13Q: 3 clusters Score -1684332 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1684364.375000 Penalty: 3104.888916
	Iteration 14Q: 3 clusters Score -1684364 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1684387.750000 Penalty: 3104.888916
	Iteration 15Q: 3 clusters Score -1684388 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1684412.625000 Penalty: 3104.888916
	Iteration 16Q: 3 clusters Score -1684413 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1684438.875000 Penalty: 3104.888916
	Iteration 17Q: 3 clusters Score -1684439 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1684472.375000 Penalty: 3104.888916
	Iteration 18Q: 3 clusters Score -1684472 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1684499.625000 Penalty: 3104.888916
	Iteration 19Q: 3 clusters Score -1684500 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1684535.000000 Penalty: 3104.888916
	Iteration 20F: 3 clusters Score -1684535 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1684566.125000 Penalty: 3104.888916
	Iteration 21Q: 3 clusters Score -1684566 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1684617.250000 Penalty: 3104.888916
	Iteration 22Q: 3 clusters Score -1684617 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1684665.750000 Penalty: 3104.888916
	Iteration 23Q: 3 clusters Score -1684666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1684722.000000 Penalty: 3104.888916
	Iteration 24Q: 3 clusters Score -1684722 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1684775.000000 Penalty: 3104.888916
	Iteration 25Q: 3 clusters Score -1684775 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1684830.250000 Penalty: 3104.888916
	Iteration 26Q: 3 clusters Score -1684830 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1684892.875000 Penalty: 3104.888916
	Iteration 27Q: 3 clusters Score -1684893 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1684936.375000 Penalty: 3104.888916
	Iteration 28Q: 3 clusters Score -1684936 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1684976.375000 Penalty: 3104.888916
	Iteration 29Q: 3 clusters Score -1684976 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1685025.125000 Penalty: 3104.888916
	Iteration 30Q: 3 clusters Score -1685025 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1685057.875000 Penalty: 3104.888916
	Iteration 31Q: 3 clusters Score -1685058 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1685084.250000 Penalty: 3104.888916
	Iteration 32Q: 3 clusters Score -1685084 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1685103.125000 Penalty: 3104.888916
	Iteration 33Q: 3 clusters Score -1685103 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1685117.250000 Penalty: 3104.888916
	Iteration 34Q: 3 clusters Score -1685117 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1685126.375000 Penalty: 3104.888916
	Iteration 35Q: 3 clusters Score -1685126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1685146.375000 Penalty: 3104.888916
	Iteration 36Q: 3 clusters Score -1685146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1685152.000000 Penalty: 3104.888916
	Iteration 37Q: 3 clusters Score -1685152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1685157.500000 Penalty: 3104.888916
	Iteration 38Q: 3 clusters Score -1685158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1685167.750000 Penalty: 3104.888916
	Iteration 39Q: 3 clusters Score -1685168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1685171.000000 Penalty: 3104.888916
	Iteration 40F: 3 clusters Score -1685171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1685177.500000 Penalty: 3104.888916
	Iteration 41Q: 3 clusters Score -1685178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1685188.375000 Penalty: 3104.888916
	Iteration 42Q: 3 clusters Score -1685188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1685196.750000 Penalty: 3104.888916
	Iteration 43Q: 3 clusters Score -1685197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1685203.750000 Penalty: 3104.888916
	Iteration 44Q: 3 clusters Score -1685204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1685202.750000 Penalty: 3104.888916
	Iteration 45Q: 3 clusters Score -1685203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1685214.125000 Penalty: 3104.888916
	Iteration 46Q: 3 clusters Score -1685214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1685214.250000 Penalty: 3104.888916
	Iteration 47Q: 3 clusters Score -1685214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1685223.625000 Penalty: 3104.888916
	Iteration 48Q: 3 clusters Score -1685224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1685223.250000 Penalty: 3104.888916
	Iteration 49Q: 3 clusters Score -1685223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1685226.375000 Penalty: 3104.888916
	Iteration 50Q: 3 clusters Score -1685226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1685228.875000 Penalty: 3104.888916
	Iteration 51Q: 3 clusters Score -1685229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1685230.125000 Penalty: 3104.888916
	Iteration 52Q: 3 clusters Score -1685230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1685230.750000 Penalty: 3104.888916
	Iteration 53Q: 3 clusters Score -1685231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1685237.875000 Penalty: 3104.888916
	Iteration 54Q: 3 clusters Score -1685238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1685239.375000 Penalty: 3104.888916
	Iteration 55Q: 3 clusters Score -1685239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1685244.125000 Penalty: 3104.888916
	Iteration 56Q: 3 clusters Score -1685244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1685245.500000 Penalty: 3104.888916
	Iteration 57Q: 3 clusters Score -1685246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1685245.875000 Penalty: 3104.888916
	Iteration 58Q: 3 clusters Score -1685246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1685244.625000 Penalty: 3104.888916
	Iteration 59Q: 3 clusters Score -1685245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1685244.125000 Penalty: 3104.888916
	Iteration 60F: 3 clusters Score -1685244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1685242.000000 Penalty: 3104.888916
	Iteration 61Q: 3 clusters Score -1685242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1685242.375000 Penalty: 3104.888916
	Iteration 62Q: 3 clusters Score -1685242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1685246.000000 Penalty: 3104.888916
	Iteration 63Q: 3 clusters Score -1685246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1685248.250000 Penalty: 3104.888916
	Iteration 64Q: 3 clusters Score -1685248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1685245.625000 Penalty: 3104.888916
	Iteration 65Q: 3 clusters Score -1685246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1685251.750000 Penalty: 3104.888916
	Iteration 66Q: 3 clusters Score -1685252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1685253.375000 Penalty: 3104.888916
	Iteration 67Q: 3 clusters Score -1685253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1685253.000000 Penalty: 3104.888916
	Iteration 68Q: 3 clusters Score -1685253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1685256.500000 Penalty: 3104.888916
	Iteration 69Q: 3 clusters Score -1685256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1685256.500000 Penalty: 3104.888916
	Iteration 70Q: 3 clusters Score -1685256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1685259.625000 Penalty: 3104.888916
	Iteration 71Q: 3 clusters Score -1685260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1685261.250000 Penalty: 3104.888916
	Iteration 72Q: 3 clusters Score -1685261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1685259.375000 Penalty: 3104.888916
	Iteration 73Q: 3 clusters Score -1685259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1685261.125000 Penalty: 3104.888916
	Iteration 74Q: 3 clusters Score -1685261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1685259.625000 Penalty: 3104.888916
	Iteration 75Q: 3 clusters Score -1685260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1685259.500000 Penalty: 3104.888916
	Iteration 76Q: 3 clusters Score -1685260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1685259.750000 Penalty: 3104.888916
	Iteration 77Q: 3 clusters Score -1685260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1685259.750000 Penalty: 3104.888916
	Iteration 78F: 3 clusters Score -1685260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -184117.171875 Penalty: 1189.370361
	Iteration 0F: 2 clusters Score -184117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -182328.312500 Penalty: 2378.740723
	Iteration 0F: 3 clusters Score -182328.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -182671.203125 Penalty: 2378.740723
	Iteration 1F: 3 clusters Score -182671.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -182756.828125 Penalty: 2378.740723
	Iteration 2F: 3 clusters Score -182756.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -182798.140625 Penalty: 2378.740723
	Iteration 3Q: 3 clusters Score -182798.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -182820.578125 Penalty: 2378.740723
	Iteration 4Q: 3 clusters Score -182820.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -182839.578125 Penalty: 2378.740723
	Iteration 5Q: 3 clusters Score -182839.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -182853.203125 Penalty: 2378.740723
	Iteration 6Q: 3 clusters Score -182853.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -182860.296875 Penalty: 2378.740723
	Iteration 7Q: 3 clusters Score -182860.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -182865.265625 Penalty: 2378.740723
	Iteration 8Q: 3 clusters Score -182865.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -182868.843750 Penalty: 2378.740723
	Iteration 9Q: 3 clusters Score -182868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -182872.281250 Penalty: 2378.740723
	Iteration 10Q: 3 clusters Score -182872.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -182873.718750 Penalty: 2378.740723
	Iteration 11Q: 3 clusters Score -182873.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -182875.828125 Penalty: 2378.740723
	Iteration 12Q: 3 clusters Score -182875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -182875.828125 Penalty: 2378.740723
	Iteration 13F: 3 clusters Score -182875.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Entering Unmasked Estep 
Score: -777447.250000 Penalty: 1423.879150
	Iteration 0F: 2 clusters Score -777447.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -772568.062500 Penalty: 2847.758301
	Iteration 0F: 3 clusters Score -772568.1 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -774014.500000 Penalty: 2847.758301
	Iteration 1F: 3 clusters Score -774014.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -774206.812500 Penalty: 2847.758301
	Iteration 2F: 3 clusters Score -774206.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -774339.250000 Penalty: 2847.758301
	Iteration 3Q: 3 clusters Score -774339.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -774439.125000 Penalty: 2847.758301
	Iteration 4Q: 3 clusters Score -774439.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -774515.812500 Penalty: 2847.758301
	Iteration 5Q: 3 clusters Score -774515.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -774570.312500 Penalty: 2847.758301
	Iteration 6Q: 3 clusters Score -774570.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -774624.437500 Penalty: 2847.758301
	Iteration 7Q: 3 clusters Score -774624.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -774672.375000 Penalty: 2847.758301
	Iteration 8Q: 3 clusters Score -774672.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -774722.312500 Penalty: 2847.758301
	Iteration 9Q: 3 clusters Score -774722.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -774773.125000 Penalty: 2847.758301
	Iteration 10Q: 3 clusters Score -774773.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -774822.875000 Penalty: 2847.758301
	Iteration 11Q: 3 clusters Score -774822.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -774882.437500 Penalty: 2847.758301
	Iteration 12Q: 3 clusters Score -774882.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -774949.875000 Penalty: 2847.758301
	Iteration 13Q: 3 clusters Score -774949.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -775019.312500 Penalty: 2847.758301
	Iteration 14Q: 3 clusters Score -775019.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -775099.562500 Penalty: 2847.758301
	Iteration 15Q: 3 clusters Score -775099.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -775165.312500 Penalty: 2847.758301
	Iteration 16Q: 3 clusters Score -775165.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -775206.312500 Penalty: 2847.758301
	Iteration 17Q: 3 clusters Score -775206.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -775258.187500 Penalty: 2847.758301
	Iteration 18Q: 3 clusters Score -775258.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -775300.625000 Penalty: 2847.758301
	Iteration 19Q: 3 clusters Score -775300.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -775355.687500 Penalty: 2847.758301
	Iteration 20F: 3 clusters Score -775355.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -775409.500000 Penalty: 2847.758301
	Iteration 21Q: 3 clusters Score -775409.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -775468.187500 Penalty: 2847.758301
	Iteration 22Q: 3 clusters Score -775468.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -775526.562500 Penalty: 2847.758301
	Iteration 23Q: 3 clusters Score -775526.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -775583.812500 Penalty: 2847.758301
	Iteration 24Q: 3 clusters Score -775583.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -775644.500000 Penalty: 2847.758301
	Iteration 25Q: 3 clusters Score -775644.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -775720.750000 Penalty: 2847.758301
	Iteration 26Q: 3 clusters Score -775720.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -775784.750000 Penalty: 2847.758301
	Iteration 27Q: 3 clusters Score -775784.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -775836.187500 Penalty: 2847.758301
	Iteration 28Q: 3 clusters Score -775836.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -775876.625000 Penalty: 2847.758301
	Iteration 29Q: 3 clusters Score -775876.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -775919.250000 Penalty: 2847.758301
	Iteration 30Q: 3 clusters Score -775919.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -775951.625000 Penalty: 2847.758301
	Iteration 31Q: 3 clusters Score -775951.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -775983.750000 Penalty: 2847.758301
	Iteration 32Q: 3 clusters Score -775983.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -776009.375000 Penalty: 2847.758301
	Iteration 33Q: 3 clusters Score -776009.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -776023.750000 Penalty: 2847.758301
	Iteration 34Q: 3 clusters Score -776023.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -776035.375000 Penalty: 2847.758301
	Iteration 35Q: 3 clusters Score -776035.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -776047.000000 Penalty: 2847.758301
	Iteration 36Q: 3 clusters Score -776047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -776055.500000 Penalty: 2847.758301
	Iteration 37Q: 3 clusters Score -776055.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -776068.937500 Penalty: 2847.758301
	Iteration 38Q: 3 clusters Score -776068.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -776081.562500 Penalty: 2847.758301
	Iteration 39Q: 3 clusters Score -776081.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -776096.812500 Penalty: 2847.758301
	Iteration 40F: 3 clusters Score -776096.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -776105.750000 Penalty: 2847.758301
	Iteration 41Q: 3 clusters Score -776105.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -776110.875000 Penalty: 2847.758301
	Iteration 42Q: 3 clusters Score -776110.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -776114.187500 Penalty: 2847.758301
	Iteration 43Q: 3 clusters Score -776114.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -776117.937500 Penalty: 2847.758301
	Iteration 44Q: 3 clusters Score -776117.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -776122.000000 Penalty: 2847.758301
	Iteration 45Q: 3 clusters Score -776122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -776127.187500 Penalty: 2847.758301
	Iteration 46Q: 3 clusters Score -776127.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -776135.250000 Penalty: 2847.758301
	Iteration 47Q: 3 clusters Score -776135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -776138.875000 Penalty: 2847.758301
	Iteration 48Q: 3 clusters Score -776138.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -776139.500000 Penalty: 2847.758301
	Iteration 49Q: 3 clusters Score -776139.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -776147.062500 Penalty: 2847.758301
	Iteration 50Q: 3 clusters Score -776147.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -776150.625000 Penalty: 2847.758301
	Iteration 51Q: 3 clusters Score -776150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -776151.687500 Penalty: 2847.758301
	Iteration 52Q: 3 clusters Score -776151.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -776153.250000 Penalty: 2847.758301
	Iteration 53Q: 3 clusters Score -776153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -776154.687500 Penalty: 2847.758301
	Iteration 54Q: 3 clusters Score -776154.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -776154.687500 Penalty: 2847.758301
	Iteration 55F: 3 clusters Score -776154.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Entering Unmasked Estep 
Score: -737477.500000 Penalty: 1413.128540
	Iteration 0F: 2 clusters Score -737477.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -732918.812500 Penalty: 2826.257080
	Iteration 0F: 3 clusters Score -732918.8 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -734232.812500 Penalty: 2826.257080
	Iteration 1F: 3 clusters Score -734232.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -734444.437500 Penalty: 2826.257080
	Iteration 2F: 3 clusters Score -734444.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -734613.687500 Penalty: 2826.257080
	Iteration 3F: 3 clusters Score -734613.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -734766.125000 Penalty: 2826.257080
	Iteration 4Q: 3 clusters Score -734766.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -734893.000000 Penalty: 2826.257080
	Iteration 5Q: 3 clusters Score -734893 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -734990.187500 Penalty: 2826.257080
	Iteration 6Q: 3 clusters Score -734990.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -735082.312500 Penalty: 2826.257080
	Iteration 7Q: 3 clusters Score -735082.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -735162.875000 Penalty: 2826.257080
	Iteration 8Q: 3 clusters Score -735162.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -735223.375000 Penalty: 2826.257080
	Iteration 9Q: 3 clusters Score -735223.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -735272.500000 Penalty: 2826.257080
	Iteration 10Q: 3 clusters Score -735272.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -735311.500000 Penalty: 2826.257080
	Iteration 11Q: 3 clusters Score -735311.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -735354.812500 Penalty: 2826.257080
	Iteration 12Q: 3 clusters Score -735354.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -735394.125000 Penalty: 2826.257080
	Iteration 13Q: 3 clusters Score -735394.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -735431.062500 Penalty: 2826.257080
	Iteration 14Q: 3 clusters Score -735431.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -735464.250000 Penalty: 2826.257080
	Iteration 15Q: 3 clusters Score -735464.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -735495.437500 Penalty: 2826.257080
	Iteration 16Q: 3 clusters Score -735495.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -735525.500000 Penalty: 2826.257080
	Iteration 17Q: 3 clusters Score -735525.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -735554.625000 Penalty: 2826.257080
	Iteration 18Q: 3 clusters Score -735554.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -735581.375000 Penalty: 2826.257080
	Iteration 19Q: 3 clusters Score -735581.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -735611.875000 Penalty: 2826.257080
	Iteration 20F: 3 clusters Score -735611.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -735645.937500 Penalty: 2826.257080
	Iteration 21Q: 3 clusters Score -735645.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -735681.375000 Penalty: 2826.257080
	Iteration 22Q: 3 clusters Score -735681.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -735702.562500 Penalty: 2826.257080
	Iteration 23Q: 3 clusters Score -735702.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -735721.562500 Penalty: 2826.257080
	Iteration 24Q: 3 clusters Score -735721.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -735735.500000 Penalty: 2826.257080
	Iteration 25Q: 3 clusters Score -735735.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -735749.937500 Penalty: 2826.257080
	Iteration 26Q: 3 clusters Score -735749.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -735762.437500 Penalty: 2826.257080
	Iteration 27Q: 3 clusters Score -735762.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -735773.937500 Penalty: 2826.257080
	Iteration 28Q: 3 clusters Score -735773.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -735789.750000 Penalty: 2826.257080
	Iteration 29Q: 3 clusters Score -735789.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -735800.687500 Penalty: 2826.257080
	Iteration 30Q: 3 clusters Score -735800.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -735814.125000 Penalty: 2826.257080
	Iteration 31Q: 3 clusters Score -735814.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -735836.187500 Penalty: 2826.257080
	Iteration 32Q: 3 clusters Score -735836.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -735864.937500 Penalty: 2826.257080
	Iteration 33Q: 3 clusters Score -735864.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -735901.562500 Penalty: 2826.257080
	Iteration 34Q: 3 clusters Score -735901.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -735955.250000 Penalty: 2826.257080
	Iteration 35Q: 3 clusters Score -735955.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -736025.625000 Penalty: 2826.257080
	Iteration 36Q: 3 clusters Score -736025.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -736112.125000 Penalty: 2826.257080
	Iteration 37Q: 3 clusters Score -736112.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -736213.187500 Penalty: 2826.257080
	Iteration 38Q: 3 clusters Score -736213.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -736325.500000 Penalty: 2826.257080
	Iteration 39Q: 3 clusters Score -736325.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -736429.500000 Penalty: 2826.257080
	Iteration 40F: 3 clusters Score -736429.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -736503.562500 Penalty: 2826.257080
	Iteration 41Q: 3 clusters Score -736503.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -736565.437500 Penalty: 2826.257080
	Iteration 42Q: 3 clusters Score -736565.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -736616.062500 Penalty: 2826.257080
	Iteration 43Q: 3 clusters Score -736616.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -736658.437500 Penalty: 2826.257080
	Iteration 44Q: 3 clusters Score -736658.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -736683.812500 Penalty: 2826.257080
	Iteration 45Q: 3 clusters Score -736683.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -736704.312500 Penalty: 2826.257080
	Iteration 46Q: 3 clusters Score -736704.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -736716.250000 Penalty: 2826.257080
	Iteration 47Q: 3 clusters Score -736716.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -736724.250000 Penalty: 2826.257080
	Iteration 48Q: 3 clusters Score -736724.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -736733.500000 Penalty: 2826.257080
	Iteration 49Q: 3 clusters Score -736733.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -736735.687500 Penalty: 2826.257080
	Iteration 50Q: 3 clusters Score -736735.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -736741.562500 Penalty: 2826.257080
	Iteration 51Q: 3 clusters Score -736741.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -736743.875000 Penalty: 2826.257080
	Iteration 52Q: 3 clusters Score -736743.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -736748.125000 Penalty: 2826.257080
	Iteration 53Q: 3 clusters Score -736748.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -736751.312500 Penalty: 2826.257080
	Iteration 54Q: 3 clusters Score -736751.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -736753.187500 Penalty: 2826.257080
	Iteration 55Q: 3 clusters Score -736753.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -736759.187500 Penalty: 2826.257080
	Iteration 56Q: 3 clusters Score -736759.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -736763.812500 Penalty: 2826.257080
	Iteration 57Q: 3 clusters Score -736763.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -736766.375000 Penalty: 2826.257080
	Iteration 58Q: 3 clusters Score -736766.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -736766.062500 Penalty: 2826.257080
	Iteration 59Q: 3 clusters Score -736766.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -736767.687500 Penalty: 2826.257080
	Iteration 60F: 3 clusters Score -736767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -736768.562500 Penalty: 2826.257080
	Iteration 61Q: 3 clusters Score -736768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -736768.000000 Penalty: 2826.257080
	Iteration 62Q: 3 clusters Score -736768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -736769.000000 Penalty: 2826.257080
	Iteration 63Q: 3 clusters Score -736769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -736770.312500 Penalty: 2826.257080
	Iteration 64Q: 3 clusters Score -736770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -736770.125000 Penalty: 2826.257080
	Iteration 65Q: 3 clusters Score -736770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -736770.125000 Penalty: 2826.257080
	Iteration 66F: 3 clusters Score -736770.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Entering Unmasked Estep 
Score: -5493924.000000 Penalty: 1735.265991
	Iteration 0F: 2 clusters Score -5493924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -5464786.000000 Penalty: 3470.531982
	Iteration 0F: 3 clusters Score -5464786 nChanged 20366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -5476411.500000 Penalty: 3470.531982
	Iteration 1F: 3 clusters Score -5476412 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -5476827.000000 Penalty: 3470.531982
	Iteration 2Q: 3 clusters Score -5476827 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -5477249.000000 Penalty: 3470.531982
	Iteration 3Q: 3 clusters Score -5477249 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -5477762.000000 Penalty: 3470.531982
	Iteration 4Q: 3 clusters Score -5477762 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -5478317.500000 Penalty: 3470.531982
	Iteration 5Q: 3 clusters Score -5478318 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -5478974.000000 Penalty: 3470.531982
	Iteration 6Q: 3 clusters Score -5478974 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -5479810.500000 Penalty: 3470.531982
	Iteration 7Q: 3 clusters Score -5479810 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -5481108.000000 Penalty: 3470.531982
	Iteration 8F: 3 clusters Score -5481108 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -5482929.000000 Penalty: 3470.531982
	Iteration 9F: 3 clusters Score -5482929 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -5485302.500000 Penalty: 3470.531982
	Iteration 10F: 3 clusters Score -5485302 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -5487558.500000 Penalty: 3470.531982
	Iteration 11F: 3 clusters Score -5487558 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -5489279.500000 Penalty: 3470.531982
	Iteration 12Q: 3 clusters Score -5489280 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -5490336.500000 Penalty: 3470.531982
	Iteration 13Q: 3 clusters Score -5490336 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5491018.500000 Penalty: 3470.531982
	Iteration 14Q: 3 clusters Score -5491018 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5491587.000000 Penalty: 3470.531982
	Iteration 15Q: 3 clusters Score -5491587 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5491953.500000 Penalty: 3470.531982
	Iteration 16Q: 3 clusters Score -5491954 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5492216.500000 Penalty: 3470.531982
	Iteration 17Q: 3 clusters Score -5492216 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5492392.500000 Penalty: 3470.531982
	Iteration 18Q: 3 clusters Score -5492392 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5492510.500000 Penalty: 3470.531982
	Iteration 19Q: 3 clusters Score -5492510 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5492576.500000 Penalty: 3470.531982
	Iteration 20F: 3 clusters Score -5492576 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5492621.000000 Penalty: 3470.531982
	Iteration 21Q: 3 clusters Score -5492621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5492636.000000 Penalty: 3470.531982
	Iteration 22Q: 3 clusters Score -5492636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5492648.500000 Penalty: 3470.531982
	Iteration 23Q: 3 clusters Score -5492648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5492662.500000 Penalty: 3470.531982
	Iteration 24Q: 3 clusters Score -5492662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5492672.000000 Penalty: 3470.531982
	Iteration 25Q: 3 clusters Score -5492672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5492677.000000 Penalty: 3470.531982
	Iteration 26Q: 3 clusters Score -5492677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5492676.500000 Penalty: 3470.531982
	Iteration 27Q: 3 clusters Score -5492676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5492685.500000 Penalty: 3470.531982
	Iteration 28Q: 3 clusters Score -5492686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5492691.500000 Penalty: 3470.531982
	Iteration 29Q: 3 clusters Score -5492692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5492689.500000 Penalty: 3470.531982
	Iteration 30Q: 3 clusters Score -5492690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5492695.000000 Penalty: 3470.531982
	Iteration 31Q: 3 clusters Score -5492695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5492693.500000 Penalty: 3470.531982
	Iteration 32Q: 3 clusters Score -5492694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5492691.500000 Penalty: 3470.531982
	Iteration 33Q: 3 clusters Score -5492692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5492699.500000 Penalty: 3470.531982
	Iteration 34Q: 3 clusters Score -5492700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5492699.500000 Penalty: 3470.531982
	Iteration 35F: 3 clusters Score -5492700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Entering Unmasked Estep 
Score: -385453.093750 Penalty: 1307.460205
	Iteration 0F: 2 clusters Score -385453.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -382680.250000 Penalty: 2614.920410
	Iteration 0F: 3 clusters Score -382680.2 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -383371.718750 Penalty: 2614.920410
	Iteration 1F: 3 clusters Score -383371.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -383514.718750 Penalty: 2614.920410
	Iteration 2F: 3 clusters Score -383514.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -383603.281250 Penalty: 2614.920410
	Iteration 3Q: 3 clusters Score -383603.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -383666.156250 Penalty: 2614.920410
	Iteration 4Q: 3 clusters Score -383666.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -383714.031250 Penalty: 2614.920410
	Iteration 5Q: 3 clusters Score -383714 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -383757.531250 Penalty: 2614.920410
	Iteration 6Q: 3 clusters Score -383757.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -383802.500000 Penalty: 2614.920410
	Iteration 7Q: 3 clusters Score -383802.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -383836.000000 Penalty: 2614.920410
	Iteration 8Q: 3 clusters Score -383836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -383867.812500 Penalty: 2614.920410
	Iteration 9Q: 3 clusters Score -383867.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -383887.968750 Penalty: 2614.920410
	Iteration 10Q: 3 clusters Score -383888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -383910.468750 Penalty: 2614.920410
	Iteration 11Q: 3 clusters Score -383910.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -383936.156250 Penalty: 2614.920410
	Iteration 12Q: 3 clusters Score -383936.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -383959.843750 Penalty: 2614.920410
	Iteration 13Q: 3 clusters Score -383959.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -383987.312500 Penalty: 2614.920410
	Iteration 14Q: 3 clusters Score -383987.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -384021.031250 Penalty: 2614.920410
	Iteration 15Q: 3 clusters Score -384021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -384051.531250 Penalty: 2614.920410
	Iteration 16Q: 3 clusters Score -384051.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -384080.062500 Penalty: 2614.920410
	Iteration 17Q: 3 clusters Score -384080.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -384113.812500 Penalty: 2614.920410
	Iteration 18Q: 3 clusters Score -384113.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -384136.062500 Penalty: 2614.920410
	Iteration 19Q: 3 clusters Score -384136.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -384155.000000 Penalty: 2614.920410
	Iteration 20F: 3 clusters Score -384155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -384173.312500 Penalty: 2614.920410
	Iteration 21Q: 3 clusters Score -384173.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -384185.812500 Penalty: 2614.920410
	Iteration 22Q: 3 clusters Score -384185.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -384198.093750 Penalty: 2614.920410
	Iteration 23Q: 3 clusters Score -384198.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -384210.312500 Penalty: 2614.920410
	Iteration 24Q: 3 clusters Score -384210.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -384227.781250 Penalty: 2614.920410
	Iteration 25Q: 3 clusters Score -384227.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -384235.656250 Penalty: 2614.920410
	Iteration 26Q: 3 clusters Score -384235.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -384237.687500 Penalty: 2614.920410
	Iteration 27Q: 3 clusters Score -384237.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -384241.625000 Penalty: 2614.920410
	Iteration 28Q: 3 clusters Score -384241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -384248.031250 Penalty: 2614.920410
	Iteration 29Q: 3 clusters Score -384248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -384254.125000 Penalty: 2614.920410
	Iteration 30Q: 3 clusters Score -384254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -384258.000000 Penalty: 2614.920410
	Iteration 31Q: 3 clusters Score -384258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -384262.718750 Penalty: 2614.920410
	Iteration 32Q: 3 clusters Score -384262.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -384265.968750 Penalty: 2614.920410
	Iteration 33Q: 3 clusters Score -384266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -384269.906250 Penalty: 2614.920410
	Iteration 34Q: 3 clusters Score -384269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -384271.093750 Penalty: 2614.920410
	Iteration 35Q: 3 clusters Score -384271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -384275.093750 Penalty: 2614.920410
	Iteration 36Q: 3 clusters Score -384275.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -384278.250000 Penalty: 2614.920410
	Iteration 37Q: 3 clusters Score -384278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -384279.562500 Penalty: 2614.920410
	Iteration 38Q: 3 clusters Score -384279.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -384281.875000 Penalty: 2614.920410
	Iteration 39Q: 3 clusters Score -384281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -384282.562500 Penalty: 2614.920410
	Iteration 40F: 3 clusters Score -384282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -384282.906250 Penalty: 2614.920410
	Iteration 41Q: 3 clusters Score -384282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -384282.906250 Penalty: 2614.920410
	Iteration 42F: 3 clusters Score -384282.9 nChanged 0
21->24 Clusters: Score -62649008.000000, best is -62658160.000000

Starting from 22 clusters...
--- Clustering full data set of 514761 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 24366 members 
Mstep: Class 3 contains 24292 members 
Mstep: Class 4 contains 24713 members 
Mstep: Class 5 contains 24641 members 
Mstep: Class 6 contains 24732 members 
Mstep: Class 7 contains 24612 members 
Mstep: Class 8 contains 24451 members 
Mstep: Class 9 contains 24465 members 
Mstep: Class 10 contains 24568 members 
Mstep: Class 11 contains 24600 members 
Mstep: Class 12 contains 24246 members 
Mstep: Class 13 contains 24707 members 
Mstep: Class 14 contains 24489 members 
Mstep: Class 15 contains 24445 members 
Mstep: Class 16 contains 24608 members 
Mstep: Class 17 contains 24559 members 
Mstep: Class 18 contains 24629 members 
Mstep: Class 19 contains 24472 members 
Mstep: Class 20 contains 24300 members 
Mstep: Class 21 contains 24423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 896.628845 but Gain 2137.113281
Score: -60175836.000000 Penalty: 42742.238281
Iteration 0F: 21 clusters Score -6.017584e+07 nChanged 489576
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 8224 members 
Mstep: Class 3 contains 13159 members 
Mstep: Class 4 contains 6313 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 7259 members 
Mstep: Class 7 contains 25765 members 
Mstep: Class 8 contains 223167 members 
Mstep: Class 9 contains 26838 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 9423 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 23526 members 
Mstep: Class 14 contains 32735 members 
Mstep: Class 15 contains 8989 members 
Mstep: Class 16 contains 33504 members 
Mstep: Class 17 contains 26466 members 
Mstep: Class 18 contains 5003 members 
Mstep: Class 19 contains 17081 members 
Mstep: Class 21 contains 3232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61472288.000000 Penalty: 42742.238281
Iteration 1F: 21 clusters Score -6.147229e+07 nChanged 148936
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2910 members 
Mstep: Class 5 contains 11377 members 
Mstep: Class 6 contains 7925 members 
Mstep: Class 7 contains 27197 members 
Mstep: Class 8 contains 235167 members 
Mstep: Class 9 contains 28999 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 7236 members 
Mstep: Class 12 contains 11734 members 
Mstep: Class 13 contains 25098 members 
Mstep: Class 14 contains 40929 members 
Mstep: Class 15 contains 5238 members 
Mstep: Class 16 contains 38180 members 
Mstep: Class 17 contains 29044 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 13173 members 
Mstep: Class 21 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61626232.000000 Penalty: 42742.238281
Iteration 2F: 21 clusters Score -6.162623e+07 nChanged 102617
Entering Unmasked Mstep 
Mstep: Class 0 contains 292 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2717 members 
Mstep: Class 3 contains 4545 members 
Mstep: Class 4 contains 2002 members 
Mstep: Class 5 contains 11668 members 
Mstep: Class 6 contains 10368 members 
Mstep: Class 7 contains 28402 members 
Mstep: Class 8 contains 206650 members 
Mstep: Class 9 contains 31351 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 7512 members 
Mstep: Class 12 contains 11492 members 
Mstep: Class 13 contains 28425 members 
Mstep: Class 14 contains 55597 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 46318 members 
Mstep: Class 17 contains 34553 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 11578 members 
Mstep: Class 21 contains 2476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1434.642578 but Gain 2137.113281
Score: -61761000.000000 Penalty: 40605.125000
Iteration 3F: 20 clusters Score -6.1761e+07 nChanged 121696
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 3 contains 3471 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 14588 members 
Mstep: Class 6 contains 14185 members 
Mstep: Class 7 contains 27080 members 
Mstep: Class 8 contains 152258 members 
Mstep: Class 9 contains 29735 members 
Mstep: Class 10 contains 2586 members 
Mstep: Class 11 contains 10322 members 
Mstep: Class 12 contains 10088 members 
Mstep: Class 13 contains 33257 members 
Mstep: Class 14 contains 79820 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 61564 members 
Mstep: Class 17 contains 41578 members 
Mstep: Class 18 contains 2058 members 
Mstep: Class 19 contains 11480 members 
Mstep: Class 21 contains 2005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61989356.000000 Penalty: 40605.125000
Iteration 4F: 20 clusters Score -6.198936e+07 nChanged 117602
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 3 contains 3170 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 16130 members 
Mstep: Class 6 contains 17085 members 
Mstep: Class 7 contains 20528 members 
Mstep: Class 8 contains 110557 members 
Mstep: Class 9 contains 21212 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 13377 members 
Mstep: Class 12 contains 9058 members 
Mstep: Class 13 contains 35828 members 
Mstep: Class 14 contains 100913 members 
Mstep: Class 15 contains 17121 members 
Mstep: Class 16 contains 81494 members 
Mstep: Class 17 contains 43421 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 11849 members 
Mstep: Class 21 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62175792.000000 Penalty: 40605.125000
Iteration 5F: 20 clusters Score -6.217579e+07 nChanged 92750
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 3 contains 3705 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 16221 members 
Mstep: Class 6 contains 18195 members 
Mstep: Class 7 contains 13690 members 
Mstep: Class 8 contains 102677 members 
Mstep: Class 9 contains 13322 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 16029 members 
Mstep: Class 12 contains 8473 members 
Mstep: Class 13 contains 33780 members 
Mstep: Class 14 contains 106160 members 
Mstep: Class 15 contains 22960 members 
Mstep: Class 16 contains 94282 members 
Mstep: Class 17 contains 42246 members 
Mstep: Class 18 contains 1793 members 
Mstep: Class 19 contains 11772 members 
Mstep: Class 21 contains 1297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62260848.000000 Penalty: 40605.125000
Iteration 6F: 20 clusters Score -6.226085e+07 nChanged 68914
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 2282 members 
Mstep: Class 5 contains 16450 members 
Mstep: Class 6 contains 18130 members 
Mstep: Class 7 contains 9086 members 
Mstep: Class 8 contains 102880 members 
Mstep: Class 9 contains 9362 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 11 contains 19092 members 
Mstep: Class 12 contains 7918 members 
Mstep: Class 13 contains 30255 members 
Mstep: Class 14 contains 103317 members 
Mstep: Class 15 contains 27458 members 
Mstep: Class 16 contains 101993 members 
Mstep: Class 17 contains 41865 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 11420 members 
Mstep: Class 21 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62314516.000000 Penalty: 40605.125000
Iteration 7F: 20 clusters Score -6.231452e+07 nChanged 52062
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 2356 members 
Mstep: Class 5 contains 16763 members 
Mstep: Class 6 contains 17618 members 
Mstep: Class 7 contains 5940 members 
Mstep: Class 8 contains 107415 members 
Mstep: Class 9 contains 6780 members 
Mstep: Class 10 contains 2657 members 
Mstep: Class 11 contains 23814 members 
Mstep: Class 12 contains 7222 members 
Mstep: Class 13 contains 25978 members 
Mstep: Class 14 contains 95806 members 
Mstep: Class 15 contains 31028 members 
Mstep: Class 16 contains 107234 members 
Mstep: Class 17 contains 41474 members 
Mstep: Class 18 contains 1914 members 
Mstep: Class 19 contains 10603 members 
Mstep: Class 21 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62352952.000000 Penalty: 40605.125000
Iteration 8F: 20 clusters Score -6.235295e+07 nChanged 43658
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 3 contains 8036 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 17347 members 
Mstep: Class 6 contains 17074 members 
Mstep: Class 7 contains 4075 members 
Mstep: Class 8 contains 111396 members 
Mstep: Class 9 contains 4957 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 30949 members 
Mstep: Class 12 contains 6486 members 
Mstep: Class 13 contains 22061 members 
Mstep: Class 14 contains 88238 members 
Mstep: Class 15 contains 33703 members 
Mstep: Class 16 contains 109674 members 
Mstep: Class 17 contains 40111 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 9684 members 
Mstep: Class 21 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62386120.000000 Penalty: 40605.125000
Iteration 9F: 20 clusters Score -6.238612e+07 nChanged 37092
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 3 contains 9265 members 
Mstep: Class 4 contains 2671 members 
Mstep: Class 5 contains 18277 members 
Mstep: Class 6 contains 16538 members 
Mstep: Class 7 contains 3016 members 
Mstep: Class 8 contains 113886 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 3631 members 
Mstep: Class 11 contains 40384 members 
Mstep: Class 12 contains 6141 members 
Mstep: Class 13 contains 19415 members 
Mstep: Class 14 contains 81498 members 
Mstep: Class 15 contains 35698 members 
Mstep: Class 16 contains 109321 members 
Mstep: Class 17 contains 37138 members 
Mstep: Class 18 contains 2144 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 21 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62412616.000000 Penalty: 40605.125000
Iteration 10F: 20 clusters Score -6.241262e+07 nChanged 32248
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 3 contains 10388 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 19353 members 
Mstep: Class 6 contains 16342 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 114930 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 4322 members 
Mstep: Class 11 contains 50605 members 
Mstep: Class 12 contains 6168 members 
Mstep: Class 13 contains 18188 members 
Mstep: Class 14 contains 75510 members 
Mstep: Class 15 contains 37227 members 
Mstep: Class 16 contains 107722 members 
Mstep: Class 17 contains 32421 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 8252 members 
Mstep: Class 21 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62438944.000000 Penalty: 40605.125000
Iteration 11F: 20 clusters Score -6.243894e+07 nChanged 27783
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 3 contains 11440 members 
Mstep: Class 4 contains 3166 members 
Mstep: Class 5 contains 20555 members 
Mstep: Class 6 contains 16587 members 
Mstep: Class 7 contains 2102 members 
Mstep: Class 8 contains 114811 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 59643 members 
Mstep: Class 12 contains 6429 members 
Mstep: Class 13 contains 17902 members 
Mstep: Class 14 contains 70421 members 
Mstep: Class 15 contains 38271 members 
Mstep: Class 16 contains 105848 members 
Mstep: Class 17 contains 27409 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 7705 members 
Mstep: Class 21 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62463136.000000 Penalty: 40605.125000
Iteration 12F: 20 clusters Score -6.246314e+07 nChanged 24006
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 3 contains 12418 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 21912 members 
Mstep: Class 6 contains 16948 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 113917 members 
Mstep: Class 9 contains 2190 members 
Mstep: Class 10 contains 5960 members 
Mstep: Class 11 contains 67072 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 18200 members 
Mstep: Class 14 contains 66168 members 
Mstep: Class 15 contains 38936 members 
Mstep: Class 16 contains 104175 members 
Mstep: Class 17 contains 22864 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 7223 members 
Mstep: Class 21 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2116.899170 but Gain 2137.109375
Score: -62481588.000000 Penalty: 38468.015625
Iteration 13Q: 19 clusters Score -6.248159e+07 nChanged 21783
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 3 contains 13421 members 
Mstep: Class 4 contains 4064 members 
Mstep: Class 5 contains 23552 members 
Mstep: Class 6 contains 17227 members 
Mstep: Class 8 contains 113344 members 
Mstep: Class 9 contains 1949 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 72501 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 19072 members 
Mstep: Class 14 contains 62588 members 
Mstep: Class 15 contains 39357 members 
Mstep: Class 16 contains 102987 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 6837 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62495300.000000 Penalty: 38468.015625
Iteration 14Q: 19 clusters Score -6.24953e+07 nChanged 17133
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 3 contains 14295 members 
Mstep: Class 4 contains 4335 members 
Mstep: Class 5 contains 25048 members 
Mstep: Class 6 contains 17467 members 
Mstep: Class 8 contains 111581 members 
Mstep: Class 9 contains 1703 members 
Mstep: Class 10 contains 7719 members 
Mstep: Class 11 contains 76265 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 19970 members 
Mstep: Class 14 contains 59856 members 
Mstep: Class 15 contains 39647 members 
Mstep: Class 16 contains 101537 members 
Mstep: Class 17 contains 17498 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 6442 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2069.393066 but Gain 2137.113281
Score: -62506148.000000 Penalty: 36330.902344
Iteration 15Q: 18 clusters Score -6.250615e+07 nChanged 15931
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 3 contains 15004 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 26764 members 
Mstep: Class 6 contains 17623 members 
Mstep: Class 8 contains 110268 members 
Mstep: Class 10 contains 8505 members 
Mstep: Class 11 contains 78883 members 
Mstep: Class 12 contains 6415 members 
Mstep: Class 13 contains 20945 members 
Mstep: Class 14 contains 57770 members 
Mstep: Class 15 contains 39774 members 
Mstep: Class 16 contains 100479 members 
Mstep: Class 17 contains 16090 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 6447 members 
Mstep: Class 21 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62515924.000000 Penalty: 36330.902344
Iteration 16Q: 18 clusters Score -6.251592e+07 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 3 contains 15516 members 
Mstep: Class 4 contains 4966 members 
Mstep: Class 5 contains 28391 members 
Mstep: Class 6 contains 17769 members 
Mstep: Class 8 contains 108283 members 
Mstep: Class 10 contains 9119 members 
Mstep: Class 11 contains 80630 members 
Mstep: Class 12 contains 6322 members 
Mstep: Class 13 contains 22054 members 
Mstep: Class 14 contains 56095 members 
Mstep: Class 15 contains 39873 members 
Mstep: Class 16 contains 99229 members 
Mstep: Class 17 contains 15248 members 
Mstep: Class 18 contains 2695 members 
Mstep: Class 19 contains 6164 members 
Mstep: Class 21 contains 595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62522552.000000 Penalty: 36330.902344
Iteration 17Q: 18 clusters Score -6.252255e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 3 contains 15883 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 30274 members 
Mstep: Class 6 contains 17876 members 
Mstep: Class 8 contains 106408 members 
Mstep: Class 10 contains 9539 members 
Mstep: Class 11 contains 81861 members 
Mstep: Class 12 contains 6246 members 
Mstep: Class 13 contains 23171 members 
Mstep: Class 14 contains 54850 members 
Mstep: Class 15 contains 39865 members 
Mstep: Class 16 contains 97864 members 
Mstep: Class 17 contains 14638 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 5996 members 
Mstep: Class 21 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62527788.000000 Penalty: 36330.902344
Iteration 18Q: 18 clusters Score -6.252779e+07 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 3 contains 16217 members 
Mstep: Class 4 contains 5259 members 
Mstep: Class 5 contains 32358 members 
Mstep: Class 6 contains 17963 members 
Mstep: Class 8 contains 104557 members 
Mstep: Class 10 contains 9786 members 
Mstep: Class 11 contains 82712 members 
Mstep: Class 12 contains 6171 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 53841 members 
Mstep: Class 15 contains 39858 members 
Mstep: Class 16 contains 96472 members 
Mstep: Class 17 contains 14219 members 
Mstep: Class 18 contains 2874 members 
Mstep: Class 19 contains 5865 members 
Mstep: Class 21 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62532056.000000 Penalty: 36330.902344
Iteration 19Q: 18 clusters Score -6.253206e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 3 contains 16444 members 
Mstep: Class 4 contains 5418 members 
Mstep: Class 5 contains 34603 members 
Mstep: Class 6 contains 18030 members 
Mstep: Class 8 contains 102897 members 
Mstep: Class 10 contains 9867 members 
Mstep: Class 11 contains 83376 members 
Mstep: Class 12 contains 6109 members 
Mstep: Class 13 contains 25133 members 
Mstep: Class 14 contains 53128 members 
Mstep: Class 15 contains 39783 members 
Mstep: Class 16 contains 94921 members 
Mstep: Class 17 contains 13952 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 5774 members 
Mstep: Class 21 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62535848.000000 Penalty: 36330.902344
Iteration 20F: 18 clusters Score -6.253585e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 3 contains 16622 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 37037 members 
Mstep: Class 6 contains 18102 members 
Mstep: Class 8 contains 101198 members 
Mstep: Class 10 contains 10041 members 
Mstep: Class 11 contains 83882 members 
Mstep: Class 12 contains 6061 members 
Mstep: Class 13 contains 25906 members 
Mstep: Class 14 contains 52525 members 
Mstep: Class 15 contains 39714 members 
Mstep: Class 16 contains 93219 members 
Mstep: Class 17 contains 13765 members 
Mstep: Class 18 contains 3003 members 
Mstep: Class 19 contains 5669 members 
Mstep: Class 21 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62539000.000000 Penalty: 36330.902344
Iteration 21Q: 18 clusters Score -6.2539e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 5889 members 
Mstep: Class 5 contains 39647 members 
Mstep: Class 6 contains 18178 members 
Mstep: Class 8 contains 99577 members 
Mstep: Class 10 contains 10138 members 
Mstep: Class 11 contains 84283 members 
Mstep: Class 12 contains 5995 members 
Mstep: Class 13 contains 26557 members 
Mstep: Class 14 contains 52035 members 
Mstep: Class 15 contains 39651 members 
Mstep: Class 16 contains 91390 members 
Mstep: Class 17 contains 13659 members 
Mstep: Class 18 contains 3059 members 
Mstep: Class 19 contains 5577 members 
Mstep: Class 21 contains 619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62542808.000000 Penalty: 36330.902344
Iteration 22Q: 18 clusters Score -6.254281e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 3 contains 16838 members 
Mstep: Class 4 contains 6135 members 
Mstep: Class 5 contains 42365 members 
Mstep: Class 6 contains 18266 members 
Mstep: Class 8 contains 98056 members 
Mstep: Class 10 contains 10146 members 
Mstep: Class 11 contains 84610 members 
Mstep: Class 12 contains 5913 members 
Mstep: Class 13 contains 27108 members 
Mstep: Class 14 contains 51766 members 
Mstep: Class 15 contains 39471 members 
Mstep: Class 16 contains 89490 members 
Mstep: Class 17 contains 13618 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 5490 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62547064.000000 Penalty: 36330.902344
Iteration 23Q: 18 clusters Score -6.254706e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 3 contains 16888 members 
Mstep: Class 4 contains 6380 members 
Mstep: Class 5 contains 45265 members 
Mstep: Class 6 contains 18337 members 
Mstep: Class 8 contains 96586 members 
Mstep: Class 10 contains 10108 members 
Mstep: Class 11 contains 84847 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 27615 members 
Mstep: Class 14 contains 51593 members 
Mstep: Class 15 contains 39243 members 
Mstep: Class 16 contains 87485 members 
Mstep: Class 17 contains 13560 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 5445 members 
Mstep: Class 21 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62550312.000000 Penalty: 36330.902344
Iteration 24Q: 18 clusters Score -6.255031e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 3 contains 16924 members 
Mstep: Class 4 contains 6550 members 
Mstep: Class 5 contains 48214 members 
Mstep: Class 6 contains 18350 members 
Mstep: Class 8 contains 95149 members 
Mstep: Class 10 contains 10034 members 
Mstep: Class 11 contains 85048 members 
Mstep: Class 12 contains 5894 members 
Mstep: Class 13 contains 28056 members 
Mstep: Class 14 contains 51583 members 
Mstep: Class 15 contains 38957 members 
Mstep: Class 16 contains 85537 members 
Mstep: Class 17 contains 13526 members 
Mstep: Class 18 contains 3186 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 21 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62553980.000000 Penalty: 36330.902344
Iteration 25Q: 18 clusters Score -6.255398e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 3 contains 16955 members 
Mstep: Class 4 contains 6668 members 
Mstep: Class 5 contains 51162 members 
Mstep: Class 6 contains 18365 members 
Mstep: Class 8 contains 93792 members 
Mstep: Class 10 contains 9903 members 
Mstep: Class 11 contains 85162 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 28511 members 
Mstep: Class 14 contains 51681 members 
Mstep: Class 15 contains 38628 members 
Mstep: Class 16 contains 83592 members 
Mstep: Class 17 contains 13488 members 
Mstep: Class 18 contains 3216 members 
Mstep: Class 19 contains 5280 members 
Mstep: Class 21 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62557260.000000 Penalty: 36330.902344
Iteration 26Q: 18 clusters Score -6.255726e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 3 contains 17028 members 
Mstep: Class 4 contains 6781 members 
Mstep: Class 5 contains 54118 members 
Mstep: Class 6 contains 18386 members 
Mstep: Class 8 contains 92516 members 
Mstep: Class 10 contains 9739 members 
Mstep: Class 11 contains 85212 members 
Mstep: Class 12 contains 5990 members 
Mstep: Class 13 contains 28940 members 
Mstep: Class 14 contains 51774 members 
Mstep: Class 15 contains 38305 members 
Mstep: Class 16 contains 81685 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 3242 members 
Mstep: Class 19 contains 5191 members 
Mstep: Class 21 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62559836.000000 Penalty: 36330.902344
Iteration 27Q: 18 clusters Score -6.255984e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 3 contains 17087 members 
Mstep: Class 4 contains 6885 members 
Mstep: Class 5 contains 57118 members 
Mstep: Class 6 contains 18413 members 
Mstep: Class 8 contains 91383 members 
Mstep: Class 10 contains 9557 members 
Mstep: Class 11 contains 85229 members 
Mstep: Class 12 contains 6025 members 
Mstep: Class 13 contains 29345 members 
Mstep: Class 14 contains 51903 members 
Mstep: Class 15 contains 38010 members 
Mstep: Class 16 contains 79597 members 
Mstep: Class 17 contains 13386 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 5107 members 
Mstep: Class 21 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62561876.000000 Penalty: 36330.902344
Iteration 28Q: 18 clusters Score -6.256188e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 6989 members 
Mstep: Class 5 contains 60039 members 
Mstep: Class 6 contains 18444 members 
Mstep: Class 8 contains 90415 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 85245 members 
Mstep: Class 12 contains 6046 members 
Mstep: Class 13 contains 29756 members 
Mstep: Class 14 contains 52036 members 
Mstep: Class 15 contains 37738 members 
Mstep: Class 16 contains 77455 members 
Mstep: Class 17 contains 13334 members 
Mstep: Class 18 contains 3333 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 21 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62563880.000000 Penalty: 36330.902344
Iteration 29Q: 18 clusters Score -6.256388e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 3 contains 17185 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 62593 members 
Mstep: Class 6 contains 18458 members 
Mstep: Class 8 contains 89649 members 
Mstep: Class 10 contains 9095 members 
Mstep: Class 11 contains 85271 members 
Mstep: Class 12 contains 6067 members 
Mstep: Class 13 contains 30185 members 
Mstep: Class 14 contains 52203 members 
Mstep: Class 15 contains 37444 members 
Mstep: Class 16 contains 75511 members 
Mstep: Class 17 contains 13268 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 21 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62565196.000000 Penalty: 36330.902344
Iteration 30Q: 18 clusters Score -6.25652e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 3 contains 17210 members 
Mstep: Class 4 contains 7118 members 
Mstep: Class 5 contains 64784 members 
Mstep: Class 6 contains 18458 members 
Mstep: Class 8 contains 89088 members 
Mstep: Class 10 contains 8835 members 
Mstep: Class 11 contains 85278 members 
Mstep: Class 12 contains 6105 members 
Mstep: Class 13 contains 30581 members 
Mstep: Class 14 contains 52355 members 
Mstep: Class 15 contains 37168 members 
Mstep: Class 16 contains 73801 members 
Mstep: Class 17 contains 13199 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 4903 members 
Mstep: Class 21 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62566444.000000 Penalty: 36330.902344
Iteration 31Q: 18 clusters Score -6.256644e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 3 contains 17239 members 
Mstep: Class 4 contains 7187 members 
Mstep: Class 5 contains 66607 members 
Mstep: Class 6 contains 18452 members 
Mstep: Class 8 contains 88686 members 
Mstep: Class 10 contains 8575 members 
Mstep: Class 11 contains 85294 members 
Mstep: Class 12 contains 6121 members 
Mstep: Class 13 contains 30945 members 
Mstep: Class 14 contains 52530 members 
Mstep: Class 15 contains 36876 members 
Mstep: Class 16 contains 72320 members 
Mstep: Class 17 contains 13128 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 21 contains 711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62567420.000000 Penalty: 36330.902344
Iteration 32Q: 18 clusters Score -6.256742e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 3 contains 17283 members 
Mstep: Class 4 contains 7241 members 
Mstep: Class 5 contains 67958 members 
Mstep: Class 6 contains 18450 members 
Mstep: Class 8 contains 88427 members 
Mstep: Class 10 contains 8344 members 
Mstep: Class 11 contains 85303 members 
Mstep: Class 12 contains 6126 members 
Mstep: Class 13 contains 31272 members 
Mstep: Class 14 contains 52703 members 
Mstep: Class 15 contains 36585 members 
Mstep: Class 16 contains 71199 members 
Mstep: Class 17 contains 13039 members 
Mstep: Class 18 contains 3608 members 
Mstep: Class 19 contains 4779 members 
Mstep: Class 21 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62568408.000000 Penalty: 36330.902344
Iteration 33Q: 18 clusters Score -6.256841e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 3 contains 17318 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 68943 members 
Mstep: Class 6 contains 18458 members 
Mstep: Class 8 contains 88228 members 
Mstep: Class 10 contains 8115 members 
Mstep: Class 11 contains 85297 members 
Mstep: Class 12 contains 6134 members 
Mstep: Class 13 contains 31567 members 
Mstep: Class 14 contains 52899 members 
Mstep: Class 15 contains 36280 members 
Mstep: Class 16 contains 70398 members 
Mstep: Class 17 contains 12943 members 
Mstep: Class 18 contains 3735 members 
Mstep: Class 19 contains 4721 members 
Mstep: Class 21 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62569312.000000 Penalty: 36330.902344
Iteration 34Q: 18 clusters Score -6.256931e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 3 contains 17354 members 
Mstep: Class 4 contains 7299 members 
Mstep: Class 5 contains 69523 members 
Mstep: Class 6 contains 18466 members 
Mstep: Class 8 contains 88080 members 
Mstep: Class 10 contains 7888 members 
Mstep: Class 11 contains 85278 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 31848 members 
Mstep: Class 14 contains 53112 members 
Mstep: Class 15 contains 35990 members 
Mstep: Class 16 contains 69979 members 
Mstep: Class 17 contains 12824 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 4666 members 
Mstep: Class 21 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62570312.000000 Penalty: 36330.902344
Iteration 35Q: 18 clusters Score -6.257031e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 3 contains 17347 members 
Mstep: Class 4 contains 7317 members 
Mstep: Class 5 contains 69705 members 
Mstep: Class 6 contains 18473 members 
Mstep: Class 8 contains 87905 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 85260 members 
Mstep: Class 12 contains 6168 members 
Mstep: Class 13 contains 32116 members 
Mstep: Class 14 contains 53316 members 
Mstep: Class 15 contains 35710 members 
Mstep: Class 16 contains 69960 members 
Mstep: Class 17 contains 12723 members 
Mstep: Class 18 contains 4048 members 
Mstep: Class 19 contains 4621 members 
Mstep: Class 21 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62571904.000000 Penalty: 36330.902344
Iteration 36Q: 18 clusters Score -6.25719e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 7337 members 
Mstep: Class 5 contains 69589 members 
Mstep: Class 6 contains 18476 members 
Mstep: Class 8 contains 87701 members 
Mstep: Class 10 contains 7441 members 
Mstep: Class 11 contains 85261 members 
Mstep: Class 12 contains 6176 members 
Mstep: Class 13 contains 32398 members 
Mstep: Class 14 contains 53508 members 
Mstep: Class 15 contains 35433 members 
Mstep: Class 16 contains 70287 members 
Mstep: Class 17 contains 12638 members 
Mstep: Class 18 contains 4253 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 21 contains 721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62573200.000000 Penalty: 36330.902344
Iteration 37Q: 18 clusters Score -6.25732e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 3 contains 17152 members 
Mstep: Class 4 contains 7346 members 
Mstep: Class 5 contains 69237 members 
Mstep: Class 6 contains 18479 members 
Mstep: Class 8 contains 87509 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 85294 members 
Mstep: Class 12 contains 6185 members 
Mstep: Class 13 contains 32668 members 
Mstep: Class 14 contains 53679 members 
Mstep: Class 15 contains 35153 members 
Mstep: Class 16 contains 70869 members 
Mstep: Class 17 contains 12557 members 
Mstep: Class 18 contains 4475 members 
Mstep: Class 19 contains 4519 members 
Mstep: Class 21 contains 721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62574448.000000 Penalty: 36330.902344
Iteration 38Q: 18 clusters Score -6.257445e+07 nChanged 3558
Entering ConstructFrom: 
Score: -62574448.000000 Penalty: 36330.902344
Entering ConstructFrom: 
Trying to split cluster 1 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -203642.765625 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -203642.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -201788.875000 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -201788.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -202273.843750 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -202273.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -202437.203125 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -202437.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -202538.953125 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -202539 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -202605.843750 Penalty: 2408.362793
	Iteration 4Q: 3 clusters Score -202605.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202648.703125 Penalty: 2408.362793
	Iteration 5Q: 3 clusters Score -202648.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -202692.390625 Penalty: 2408.362793
	Iteration 6Q: 3 clusters Score -202692.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -202742.906250 Penalty: 2408.362793
	Iteration 7Q: 3 clusters Score -202742.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -202783.062500 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -202783.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -202807.625000 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -202807.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -202830.578125 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -202830.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -202845.921875 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -202845.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -202859.640625 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -202859.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -202866.109375 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -202866.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -202872.859375 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -202872.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -202878.171875 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -202878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -202880.000000 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -202880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -202881.578125 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -202881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -202883.328125 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -202883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -202886.984375 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -202887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -202892.515625 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -202892.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -202896.875000 Penalty: 2408.362793
	Iteration 21Q: 3 clusters Score -202896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -202899.593750 Penalty: 2408.362793
	Iteration 22Q: 3 clusters Score -202899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -202900.890625 Penalty: 2408.362793
	Iteration 23Q: 3 clusters Score -202900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -202903.734375 Penalty: 2408.362793
	Iteration 24Q: 3 clusters Score -202903.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -202908.015625 Penalty: 2408.362793
	Iteration 25Q: 3 clusters Score -202908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -202912.593750 Penalty: 2408.362793
	Iteration 26Q: 3 clusters Score -202912.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -202917.203125 Penalty: 2408.362793
	Iteration 27Q: 3 clusters Score -202917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -202918.109375 Penalty: 2408.362793
	Iteration 28Q: 3 clusters Score -202918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -202918.109375 Penalty: 2408.362793
	Iteration 29F: 3 clusters Score -202918.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Entering Unmasked Estep 
Score: -2117384.000000 Penalty: 1583.489502
	Iteration 0F: 2 clusters Score -2117384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2105618.000000 Penalty: 3166.979004
	Iteration 0F: 3 clusters Score -2105618 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2110177.750000 Penalty: 3166.979004
	Iteration 1F: 3 clusters Score -2110178 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2111045.750000 Penalty: 3166.979004
	Iteration 2F: 3 clusters Score -2111046 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2112239.250000 Penalty: 3166.979004
	Iteration 3F: 3 clusters Score -2112239 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2113944.750000 Penalty: 3166.979004
	Iteration 4F: 3 clusters Score -2113945 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2115887.000000 Penalty: 3166.979004
	Iteration 5F: 3 clusters Score -2115887 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2117737.000000 Penalty: 3166.979004
	Iteration 6F: 3 clusters Score -2117737 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2119225.250000 Penalty: 3166.979004
	Iteration 7F: 3 clusters Score -2119225 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2120365.250000 Penalty: 3166.979004
	Iteration 8Q: 3 clusters Score -2120365 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2121433.250000 Penalty: 3166.979004
	Iteration 9Q: 3 clusters Score -2121433 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2122559.250000 Penalty: 3166.979004
	Iteration 10Q: 3 clusters Score -2122559 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2123495.000000 Penalty: 3166.979004
	Iteration 11Q: 3 clusters Score -2123495 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2123930.750000 Penalty: 3166.979004
	Iteration 12Q: 3 clusters Score -2123931 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2124060.000000 Penalty: 3166.979004
	Iteration 13Q: 3 clusters Score -2124060 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2124115.750000 Penalty: 3166.979004
	Iteration 14Q: 3 clusters Score -2124116 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2124155.250000 Penalty: 3166.979004
	Iteration 15Q: 3 clusters Score -2124155 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2124172.000000 Penalty: 3166.979004
	Iteration 16Q: 3 clusters Score -2124172 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2124182.750000 Penalty: 3166.979004
	Iteration 17Q: 3 clusters Score -2124183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2124188.500000 Penalty: 3166.979004
	Iteration 18Q: 3 clusters Score -2124188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2124191.000000 Penalty: 3166.979004
	Iteration 19Q: 3 clusters Score -2124191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2124196.500000 Penalty: 3166.979004
	Iteration 20F: 3 clusters Score -2124196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2124198.500000 Penalty: 3166.979004
	Iteration 21Q: 3 clusters Score -2124198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2124196.250000 Penalty: 3166.979004
	Iteration 22Q: 3 clusters Score -2124196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2124195.500000 Penalty: 3166.979004
	Iteration 23Q: 3 clusters Score -2124196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2124195.000000 Penalty: 3166.979004
	Iteration 24Q: 3 clusters Score -2124195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2124195.000000 Penalty: 3166.979004
	Iteration 25F: 3 clusters Score -2124195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8527 members 
Mstep: Class 3 contains 8534 members 
Mstep: Class 4 contains 7346 members 
Mstep: Class 5 contains 68740 members 
Mstep: Class 6 contains 18489 members 
Mstep: Class 8 contains 87317 members 
Mstep: Class 10 contains 7008 members 
Mstep: Class 11 contains 85296 members 
Mstep: Class 12 contains 6196 members 
Mstep: Class 13 contains 32916 members 
Mstep: Class 14 contains 53905 members 
Mstep: Class 15 contains 34840 members 
Mstep: Class 16 contains 71650 members 
Mstep: Class 17 contains 12464 members 
Mstep: Class 18 contains 4645 members 
Mstep: Class 19 contains 4463 members 
Mstep: Class 21 contains 722 members 
Entering Unmasked Estep 
Score: -62581276.000000 Penalty: 38468.015625
Splitting cluster 3 changes total score from -62574448.000000 to -62581276.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (7346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Entering Unmasked Estep 
Score: -864443.375000 Penalty: 1446.560547
	Iteration 0F: 2 clusters Score -864443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -859020.875000 Penalty: 2893.121094
	Iteration 0F: 3 clusters Score -859020.9 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -860859.812500 Penalty: 2893.121094
	Iteration 1F: 3 clusters Score -860859.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -861550.125000 Penalty: 2893.121094
	Iteration 2F: 3 clusters Score -861550.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -862393.937500 Penalty: 2893.121094
	Iteration 3F: 3 clusters Score -862393.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -863107.000000 Penalty: 2893.121094
	Iteration 4F: 3 clusters Score -863107 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -863695.187500 Penalty: 2893.121094
	Iteration 5F: 3 clusters Score -863695.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -864187.312500 Penalty: 2893.121094
	Iteration 6F: 3 clusters Score -864187.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -864497.562500 Penalty: 2893.121094
	Iteration 7Q: 3 clusters Score -864497.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -864678.750000 Penalty: 2893.121094
	Iteration 8Q: 3 clusters Score -864678.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -864820.812500 Penalty: 2893.121094
	Iteration 9Q: 3 clusters Score -864820.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -864905.500000 Penalty: 2893.121094
	Iteration 10Q: 3 clusters Score -864905.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -864944.812500 Penalty: 2893.121094
	Iteration 11Q: 3 clusters Score -864944.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -864975.687500 Penalty: 2893.121094
	Iteration 12Q: 3 clusters Score -864975.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -864995.250000 Penalty: 2893.121094
	Iteration 13Q: 3 clusters Score -864995.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -865012.687500 Penalty: 2893.121094
	Iteration 14Q: 3 clusters Score -865012.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -865027.437500 Penalty: 2893.121094
	Iteration 15Q: 3 clusters Score -865027.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -865044.062500 Penalty: 2893.121094
	Iteration 16Q: 3 clusters Score -865044.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -865058.562500 Penalty: 2893.121094
	Iteration 17Q: 3 clusters Score -865058.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -865061.937500 Penalty: 2893.121094
	Iteration 18Q: 3 clusters Score -865061.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -865069.375000 Penalty: 2893.121094
	Iteration 19Q: 3 clusters Score -865069.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -865077.187500 Penalty: 2893.121094
	Iteration 20F: 3 clusters Score -865077.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -865088.000000 Penalty: 2893.121094
	Iteration 21Q: 3 clusters Score -865088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -865097.500000 Penalty: 2893.121094
	Iteration 22Q: 3 clusters Score -865097.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -865105.312500 Penalty: 2893.121094
	Iteration 23Q: 3 clusters Score -865105.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -865112.312500 Penalty: 2893.121094
	Iteration 24Q: 3 clusters Score -865112.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -865117.187500 Penalty: 2893.121094
	Iteration 25Q: 3 clusters Score -865117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -865120.625000 Penalty: 2893.121094
	Iteration 26Q: 3 clusters Score -865120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -865119.187500 Penalty: 2893.121094
	Iteration 27Q: 3 clusters Score -865119.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -865119.187500 Penalty: 2893.121094
	Iteration 28F: 3 clusters Score -865119.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8527 members 
Mstep: Class 3 contains 8534 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 68740 members 
Mstep: Class 6 contains 18489 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 87317 members 
Mstep: Class 10 contains 7008 members 
Mstep: Class 11 contains 85296 members 
Mstep: Class 12 contains 6196 members 
Mstep: Class 13 contains 32916 members 
Mstep: Class 14 contains 53905 members 
Mstep: Class 15 contains 34840 members 
Mstep: Class 16 contains 71650 members 
Mstep: Class 17 contains 12464 members 
Mstep: Class 18 contains 4645 members 
Mstep: Class 19 contains 4463 members 
Mstep: Class 21 contains 722 members 
Entering Unmasked Estep 
Score: -62581256.000000 Penalty: 40605.125000
Splitting cluster 4 changes total score from -62574448.000000 to -62581256.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (68740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Entering Unmasked Estep 
Score: -8543313.000000 Penalty: 1809.939087
	Iteration 0F: 2 clusters Score -8543313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -8499391.000000 Penalty: 3619.878174
	Iteration 0F: 3 clusters Score -8499391 nChanged 32714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -8518768.000000 Penalty: 3619.878174
	Iteration 1F: 3 clusters Score -8518768 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -8519541.000000 Penalty: 3619.878174
	Iteration 2Q: 3 clusters Score -8519541 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -8520451.000000 Penalty: 3619.878174
	Iteration 3Q: 3 clusters Score -8520451 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -8521648.000000 Penalty: 3619.878174
	Iteration 4Q: 3 clusters Score -8521648 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -8523155.000000 Penalty: 3619.878174
	Iteration 5Q: 3 clusters Score -8523155 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -8524889.000000 Penalty: 3619.878174
	Iteration 6Q: 3 clusters Score -8524889 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -8526892.000000 Penalty: 3619.878174
	Iteration 7Q: 3 clusters Score -8526892 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -8529267.000000 Penalty: 3619.878174
	Iteration 8F: 3 clusters Score -8529267 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -8531948.000000 Penalty: 3619.878174
	Iteration 9F: 3 clusters Score -8531948 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -8534748.000000 Penalty: 3619.878174
	Iteration 10F: 3 clusters Score -8534748 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -8537119.000000 Penalty: 3619.878174
	Iteration 11F: 3 clusters Score -8537119 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -8538894.000000 Penalty: 3619.878174
	Iteration 12Q: 3 clusters Score -8538894 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -8540078.000000 Penalty: 3619.878174
	Iteration 13Q: 3 clusters Score -8540078 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -8540824.000000 Penalty: 3619.878174
	Iteration 14Q: 3 clusters Score -8540824 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8541317.000000 Penalty: 3619.878174
	Iteration 15Q: 3 clusters Score -8541317 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8541559.000000 Penalty: 3619.878174
	Iteration 16Q: 3 clusters Score -8541559 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8541707.000000 Penalty: 3619.878174
	Iteration 17Q: 3 clusters Score -8541707 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67591 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8541793.000000 Penalty: 3619.878174
	Iteration 18Q: 3 clusters Score -8541793 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8541857.000000 Penalty: 3619.878174
	Iteration 19Q: 3 clusters Score -8541857 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8541883.000000 Penalty: 3619.878174
	Iteration 20F: 3 clusters Score -8541883 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8541929.000000 Penalty: 3619.878174
	Iteration 21Q: 3 clusters Score -8541929 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8541971.000000 Penalty: 3619.878174
	Iteration 22Q: 3 clusters Score -8541971 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8541998.000000 Penalty: 3619.878174
	Iteration 23Q: 3 clusters Score -8541998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8542016.000000 Penalty: 3619.878174
	Iteration 24Q: 3 clusters Score -8542016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8542025.000000 Penalty: 3619.878174
	Iteration 25Q: 3 clusters Score -8542025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8542033.000000 Penalty: 3619.878174
	Iteration 26Q: 3 clusters Score -8542033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8542033.000000 Penalty: 3619.878174
	Iteration 27Q: 3 clusters Score -8542033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8542040.000000 Penalty: 3619.878174
	Iteration 28Q: 3 clusters Score -8542040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68039 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8542050.000000 Penalty: 3619.878174
	Iteration 29Q: 3 clusters Score -8542050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8542054.000000 Penalty: 3619.878174
	Iteration 30Q: 3 clusters Score -8542054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8542057.000000 Penalty: 3619.878174
	Iteration 31Q: 3 clusters Score -8542057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8542060.000000 Penalty: 3619.878174
	Iteration 32Q: 3 clusters Score -8542060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68064 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8542064.000000 Penalty: 3619.878174
	Iteration 33Q: 3 clusters Score -8542064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8542064.000000 Penalty: 3619.878174
	Iteration 34Q: 3 clusters Score -8542064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8542067.000000 Penalty: 3619.878174
	Iteration 35Q: 3 clusters Score -8542067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8542078.000000 Penalty: 3619.878174
	Iteration 36Q: 3 clusters Score -8542078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8542076.000000 Penalty: 3619.878174
	Iteration 37Q: 3 clusters Score -8542076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8542075.000000 Penalty: 3619.878174
	Iteration 38Q: 3 clusters Score -8542075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8542084.000000 Penalty: 3619.878174
	Iteration 39Q: 3 clusters Score -8542084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68091 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8542094.000000 Penalty: 3619.878174
	Iteration 40F: 3 clusters Score -8542094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8542091.000000 Penalty: 3619.878174
	Iteration 41Q: 3 clusters Score -8542091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8542091.000000 Penalty: 3619.878174
	Iteration 42F: 3 clusters Score -8542091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Entering Unmasked Estep 
Score: -2202328.750000 Penalty: 1596.551270
	Iteration 0F: 2 clusters Score -2202329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2189600.500000 Penalty: 3193.102539
	Iteration 0F: 3 clusters Score -2189600 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2194537.000000 Penalty: 3193.102539
	Iteration 1F: 3 clusters Score -2194537 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2195771.750000 Penalty: 3193.102539
	Iteration 2F: 3 clusters Score -2195772 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2197863.500000 Penalty: 3193.102539
	Iteration 3F: 3 clusters Score -2197864 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2200163.000000 Penalty: 3193.102539
	Iteration 4F: 3 clusters Score -2200163 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2201688.500000 Penalty: 3193.102539
	Iteration 5F: 3 clusters Score -2201688 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2202404.500000 Penalty: 3193.102539
	Iteration 6F: 3 clusters Score -2202404 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2202711.000000 Penalty: 3193.102539
	Iteration 7Q: 3 clusters Score -2202711 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2202844.000000 Penalty: 3193.102539
	Iteration 8Q: 3 clusters Score -2202844 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2202913.250000 Penalty: 3193.102539
	Iteration 9Q: 3 clusters Score -2202913 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2202961.000000 Penalty: 3193.102539
	Iteration 10Q: 3 clusters Score -2202961 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2202997.250000 Penalty: 3193.102539
	Iteration 11Q: 3 clusters Score -2202997 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2203028.500000 Penalty: 3193.102539
	Iteration 12Q: 3 clusters Score -2203028 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2203039.250000 Penalty: 3193.102539
	Iteration 13Q: 3 clusters Score -2203039 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2203063.750000 Penalty: 3193.102539
	Iteration 14Q: 3 clusters Score -2203064 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2203084.750000 Penalty: 3193.102539
	Iteration 15Q: 3 clusters Score -2203085 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2203095.750000 Penalty: 3193.102539
	Iteration 16Q: 3 clusters Score -2203096 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2203107.250000 Penalty: 3193.102539
	Iteration 17Q: 3 clusters Score -2203107 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2203110.000000 Penalty: 3193.102539
	Iteration 18Q: 3 clusters Score -2203110 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2203119.750000 Penalty: 3193.102539
	Iteration 19Q: 3 clusters Score -2203120 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2203128.000000 Penalty: 3193.102539
	Iteration 20F: 3 clusters Score -2203128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2203141.750000 Penalty: 3193.102539
	Iteration 21Q: 3 clusters Score -2203142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2203145.250000 Penalty: 3193.102539
	Iteration 22Q: 3 clusters Score -2203145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2203149.750000 Penalty: 3193.102539
	Iteration 23Q: 3 clusters Score -2203150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2203148.500000 Penalty: 3193.102539
	Iteration 24Q: 3 clusters Score -2203148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2203146.750000 Penalty: 3193.102539
	Iteration 25Q: 3 clusters Score -2203147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2203154.250000 Penalty: 3193.102539
	Iteration 26Q: 3 clusters Score -2203154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2203153.000000 Penalty: 3193.102539
	Iteration 27Q: 3 clusters Score -2203153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2203158.500000 Penalty: 3193.102539
	Iteration 28Q: 3 clusters Score -2203158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2203166.750000 Penalty: 3193.102539
	Iteration 29Q: 3 clusters Score -2203167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2203174.000000 Penalty: 3193.102539
	Iteration 30Q: 3 clusters Score -2203174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2203170.750000 Penalty: 3193.102539
	Iteration 31Q: 3 clusters Score -2203171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2203175.500000 Penalty: 3193.102539
	Iteration 32Q: 3 clusters Score -2203176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2203178.250000 Penalty: 3193.102539
	Iteration 33Q: 3 clusters Score -2203178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2203177.250000 Penalty: 3193.102539
	Iteration 34Q: 3 clusters Score -2203177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2203181.250000 Penalty: 3193.102539
	Iteration 35Q: 3 clusters Score -2203181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2203182.250000 Penalty: 3193.102539
	Iteration 36Q: 3 clusters Score -2203182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2203186.500000 Penalty: 3193.102539
	Iteration 37Q: 3 clusters Score -2203186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2203187.750000 Penalty: 3193.102539
	Iteration 38Q: 3 clusters Score -2203188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2203189.500000 Penalty: 3193.102539
	Iteration 39Q: 3 clusters Score -2203190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2203186.500000 Penalty: 3193.102539
	Iteration 40F: 3 clusters Score -2203186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2203187.500000 Penalty: 3193.102539
	Iteration 41Q: 3 clusters Score -2203188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2203183.250000 Penalty: 3193.102539
	Iteration 42Q: 3 clusters Score -2203183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2203187.000000 Penalty: 3193.102539
	Iteration 43Q: 3 clusters Score -2203187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2203188.500000 Penalty: 3193.102539
	Iteration 44Q: 3 clusters Score -2203188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2203190.000000 Penalty: 3193.102539
	Iteration 45Q: 3 clusters Score -2203190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2203198.500000 Penalty: 3193.102539
	Iteration 46Q: 3 clusters Score -2203198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2203201.750000 Penalty: 3193.102539
	Iteration 47Q: 3 clusters Score -2203202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2203200.750000 Penalty: 3193.102539
	Iteration 48Q: 3 clusters Score -2203201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2203206.250000 Penalty: 3193.102539
	Iteration 49Q: 3 clusters Score -2203206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2203211.000000 Penalty: 3193.102539
	Iteration 50Q: 3 clusters Score -2203211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2203218.250000 Penalty: 3193.102539
	Iteration 51Q: 3 clusters Score -2203218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2203217.250000 Penalty: 3193.102539
	Iteration 52Q: 3 clusters Score -2203217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2203234.250000 Penalty: 3193.102539
	Iteration 53Q: 3 clusters Score -2203234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2203234.250000 Penalty: 3193.102539
	Iteration 54Q: 3 clusters Score -2203234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2203240.750000 Penalty: 3193.102539
	Iteration 55Q: 3 clusters Score -2203241 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2203245.500000 Penalty: 3193.102539
	Iteration 56Q: 3 clusters Score -2203246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2203252.000000 Penalty: 3193.102539
	Iteration 57Q: 3 clusters Score -2203252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2203260.250000 Penalty: 3193.102539
	Iteration 58Q: 3 clusters Score -2203260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2203267.500000 Penalty: 3193.102539
	Iteration 59Q: 3 clusters Score -2203268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2203276.000000 Penalty: 3193.102539
	Iteration 60F: 3 clusters Score -2203276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2203280.500000 Penalty: 3193.102539
	Iteration 61Q: 3 clusters Score -2203280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2203277.750000 Penalty: 3193.102539
	Iteration 62Q: 3 clusters Score -2203278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2203283.250000 Penalty: 3193.102539
	Iteration 63Q: 3 clusters Score -2203283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2203292.000000 Penalty: 3193.102539
	Iteration 64Q: 3 clusters Score -2203292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2203290.250000 Penalty: 3193.102539
	Iteration 65Q: 3 clusters Score -2203290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2203289.750000 Penalty: 3193.102539
	Iteration 66Q: 3 clusters Score -2203290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2203288.500000 Penalty: 3193.102539
	Iteration 67Q: 3 clusters Score -2203288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2203286.000000 Penalty: 3193.102539
	Iteration 68Q: 3 clusters Score -2203286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2203297.750000 Penalty: 3193.102539
	Iteration 69Q: 3 clusters Score -2203298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2203300.750000 Penalty: 3193.102539
	Iteration 70Q: 3 clusters Score -2203301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2203309.500000 Penalty: 3193.102539
	Iteration 71Q: 3 clusters Score -2203310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2203315.750000 Penalty: 3193.102539
	Iteration 72Q: 3 clusters Score -2203316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2203320.750000 Penalty: 3193.102539
	Iteration 73Q: 3 clusters Score -2203321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2203321.750000 Penalty: 3193.102539
	Iteration 74Q: 3 clusters Score -2203322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2203327.250000 Penalty: 3193.102539
	Iteration 75Q: 3 clusters Score -2203327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2203327.250000 Penalty: 3193.102539
	Iteration 76Q: 3 clusters Score -2203327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2203329.500000 Penalty: 3193.102539
	Iteration 77Q: 3 clusters Score -2203330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2203327.500000 Penalty: 3193.102539
	Iteration 78Q: 3 clusters Score -2203328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2203328.000000 Penalty: 3193.102539
	Iteration 79Q: 3 clusters Score -2203328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2203327.750000 Penalty: 3193.102539
	Iteration 80F: 3 clusters Score -2203328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2203330.250000 Penalty: 3193.102539
	Iteration 81Q: 3 clusters Score -2203330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2203331.250000 Penalty: 3193.102539
	Iteration 82Q: 3 clusters Score -2203331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2203339.500000 Penalty: 3193.102539
	Iteration 83Q: 3 clusters Score -2203340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2203342.750000 Penalty: 3193.102539
	Iteration 84Q: 3 clusters Score -2203343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2203341.250000 Penalty: 3193.102539
	Iteration 85Q: 3 clusters Score -2203341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2203337.750000 Penalty: 3193.102539
	Iteration 86Q: 3 clusters Score -2203338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2203339.750000 Penalty: 3193.102539
	Iteration 87Q: 3 clusters Score -2203340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2203341.750000 Penalty: 3193.102539
	Iteration 88Q: 3 clusters Score -2203342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2203345.500000 Penalty: 3193.102539
	Iteration 89Q: 3 clusters Score -2203346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2203352.000000 Penalty: 3193.102539
	Iteration 90Q: 3 clusters Score -2203352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2203348.250000 Penalty: 3193.102539
	Iteration 91Q: 3 clusters Score -2203348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2203352.000000 Penalty: 3193.102539
	Iteration 92Q: 3 clusters Score -2203352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2203351.250000 Penalty: 3193.102539
	Iteration 93Q: 3 clusters Score -2203351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2203353.750000 Penalty: 3193.102539
	Iteration 94Q: 3 clusters Score -2203354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2203352.750000 Penalty: 3193.102539
	Iteration 95Q: 3 clusters Score -2203353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2203352.750000 Penalty: 3193.102539
	Iteration 96Q: 3 clusters Score -2203353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2203352.250000 Penalty: 3193.102539
	Iteration 97Q: 3 clusters Score -2203352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2203356.750000 Penalty: 3193.102539
	Iteration 98Q: 3 clusters Score -2203357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2203355.250000 Penalty: 3193.102539
	Iteration 99Q: 3 clusters Score -2203355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2203358.750000 Penalty: 3193.102539
	Iteration 100F: 3 clusters Score -2203359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2203359.250000 Penalty: 3193.102539
	Iteration 101Q: 3 clusters Score -2203359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2203358.000000 Penalty: 3193.102539
	Iteration 102Q: 3 clusters Score -2203358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2203362.750000 Penalty: 3193.102539
	Iteration 103Q: 3 clusters Score -2203363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2203362.000000 Penalty: 3193.102539
	Iteration 104Q: 3 clusters Score -2203362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2203368.750000 Penalty: 3193.102539
	Iteration 105Q: 3 clusters Score -2203369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2203363.500000 Penalty: 3193.102539
	Iteration 106Q: 3 clusters Score -2203364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2203368.250000 Penalty: 3193.102539
	Iteration 107Q: 3 clusters Score -2203368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2203370.250000 Penalty: 3193.102539
	Iteration 108Q: 3 clusters Score -2203370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2203372.500000 Penalty: 3193.102539
	Iteration 109Q: 3 clusters Score -2203372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2203370.250000 Penalty: 3193.102539
	Iteration 110Q: 3 clusters Score -2203370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2203371.750000 Penalty: 3193.102539
	Iteration 111Q: 3 clusters Score -2203372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2203366.500000 Penalty: 3193.102539
	Iteration 112Q: 3 clusters Score -2203366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2203370.000000 Penalty: 3193.102539
	Iteration 113Q: 3 clusters Score -2203370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2203373.250000 Penalty: 3193.102539
	Iteration 114Q: 3 clusters Score -2203373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2203374.250000 Penalty: 3193.102539
	Iteration 115Q: 3 clusters Score -2203374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2203376.750000 Penalty: 3193.102539
	Iteration 116Q: 3 clusters Score -2203377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2203380.000000 Penalty: 3193.102539
	Iteration 117Q: 3 clusters Score -2203380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2203380.500000 Penalty: 3193.102539
	Iteration 118Q: 3 clusters Score -2203380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2203377.500000 Penalty: 3193.102539
	Iteration 119Q: 3 clusters Score -2203378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2203377.500000 Penalty: 3193.102539
	Iteration 120F: 3 clusters Score -2203378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2203378.500000 Penalty: 3193.102539
	Iteration 121Q: 3 clusters Score -2203378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2203378.500000 Penalty: 3193.102539
	Iteration 122F: 3 clusters Score -2203378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8527 members 
Mstep: Class 3 contains 8534 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 68740 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 87317 members 
Mstep: Class 9 contains 16331 members 
Mstep: Class 10 contains 7008 members 
Mstep: Class 11 contains 85296 members 
Mstep: Class 12 contains 6196 members 
Mstep: Class 13 contains 32916 members 
Mstep: Class 14 contains 53905 members 
Mstep: Class 15 contains 34840 members 
Mstep: Class 16 contains 71650 members 
Mstep: Class 17 contains 12464 members 
Mstep: Class 18 contains 4645 members 
Mstep: Class 19 contains 4463 members 
Mstep: Class 21 contains 722 members 
Entering Unmasked Estep 
Score: -62581728.000000 Penalty: 42742.238281
Splitting cluster 6 changes total score from -62574448.000000 to -62581728.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (87317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87317 members 
Entering Unmasked Estep 
Score: -10781151.000000 Penalty: 1848.811279
	Iteration 0F: 2 clusters Score -1.078115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -10727963.000000 Penalty: 3697.622559
	Iteration 0F: 3 clusters Score -1.072796e+07 nChanged 41664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -10752360.000000 Penalty: 3697.622559
	Iteration 1F: 3 clusters Score -1.075236e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -10753149.000000 Penalty: 3697.622559
	Iteration 2Q: 3 clusters Score -1.075315e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -10754265.000000 Penalty: 3697.622559
	Iteration 3Q: 3 clusters Score -1.075426e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -10755909.000000 Penalty: 3697.622559
	Iteration 4Q: 3 clusters Score -1.075591e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -10758397.000000 Penalty: 3697.622559
	Iteration 5F: 3 clusters Score -1.07584e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -10761958.000000 Penalty: 3697.622559
	Iteration 6F: 3 clusters Score -1.076196e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -10765945.000000 Penalty: 3697.622559
	Iteration 7F: 3 clusters Score -1.076594e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -10769247.000000 Penalty: 3697.622559
	Iteration 8F: 3 clusters Score -1.076925e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -10772181.000000 Penalty: 3697.622559
	Iteration 9F: 3 clusters Score -1.077218e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -10774765.000000 Penalty: 3697.622559
	Iteration 10Q: 3 clusters Score -1.077476e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -10776793.000000 Penalty: 3697.622559
	Iteration 11Q: 3 clusters Score -1.077679e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85841 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -10778259.000000 Penalty: 3697.622559
	Iteration 12Q: 3 clusters Score -1.077826e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -10778974.000000 Penalty: 3697.622559
	Iteration 13Q: 3 clusters Score -1.077897e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10779327.000000 Penalty: 3697.622559
	Iteration 14Q: 3 clusters Score -1.077933e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10779449.000000 Penalty: 3697.622559
	Iteration 15Q: 3 clusters Score -1.077945e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87022 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10779489.000000 Penalty: 3697.622559
	Iteration 16Q: 3 clusters Score -1.077949e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10779545.000000 Penalty: 3697.622559
	Iteration 17Q: 3 clusters Score -1.077954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87057 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10779570.000000 Penalty: 3697.622559
	Iteration 18Q: 3 clusters Score -1.077957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10779586.000000 Penalty: 3697.622559
	Iteration 19Q: 3 clusters Score -1.077959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10779595.000000 Penalty: 3697.622559
	Iteration 20F: 3 clusters Score -1.07796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10779626.000000 Penalty: 3697.622559
	Iteration 21Q: 3 clusters Score -1.077963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10779627.000000 Penalty: 3697.622559
	Iteration 22Q: 3 clusters Score -1.077963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -10779642.000000 Penalty: 3697.622559
	Iteration 23Q: 3 clusters Score -1.077964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10779654.000000 Penalty: 3697.622559
	Iteration 24Q: 3 clusters Score -1.077965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87071 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10779665.000000 Penalty: 3697.622559
	Iteration 25Q: 3 clusters Score -1.077966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87074 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10779669.000000 Penalty: 3697.622559
	Iteration 26Q: 3 clusters Score -1.077967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87073 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10779680.000000 Penalty: 3697.622559
	Iteration 27Q: 3 clusters Score -1.077968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10779688.000000 Penalty: 3697.622559
	Iteration 28Q: 3 clusters Score -1.077969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87073 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10779694.000000 Penalty: 3697.622559
	Iteration 29Q: 3 clusters Score -1.077969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87074 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10779693.000000 Penalty: 3697.622559
	Iteration 30Q: 3 clusters Score -1.077969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10779689.000000 Penalty: 3697.622559
	Iteration 31Q: 3 clusters Score -1.077969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87079 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10779701.000000 Penalty: 3697.622559
	Iteration 32Q: 3 clusters Score -1.07797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10779706.000000 Penalty: 3697.622559
	Iteration 33Q: 3 clusters Score -1.077971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10779706.000000 Penalty: 3697.622559
	Iteration 34Q: 3 clusters Score -1.077971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10779712.000000 Penalty: 3697.622559
	Iteration 35Q: 3 clusters Score -1.077971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87080 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10779713.000000 Penalty: 3697.622559
	Iteration 36Q: 3 clusters Score -1.077971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87080 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10779717.000000 Penalty: 3697.622559
	Iteration 37Q: 3 clusters Score -1.077972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10779717.000000 Penalty: 3697.622559
	Iteration 38Q: 3 clusters Score -1.077972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10779717.000000 Penalty: 3697.622559
	Iteration 39F: 3 clusters Score -1.077972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Entering Unmasked Estep 
Score: -880859.875000 Penalty: 1438.906250
	Iteration 0F: 2 clusters Score -880859.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -875624.687500 Penalty: 2877.812500
	Iteration 0F: 3 clusters Score -875624.7 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -877186.437500 Penalty: 2877.812500
	Iteration 1F: 3 clusters Score -877186.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -877413.250000 Penalty: 2877.812500
	Iteration 2F: 3 clusters Score -877413.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -877584.937500 Penalty: 2877.812500
	Iteration 3F: 3 clusters Score -877584.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -877728.875000 Penalty: 2877.812500
	Iteration 4Q: 3 clusters Score -877728.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -877834.500000 Penalty: 2877.812500
	Iteration 5Q: 3 clusters Score -877834.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -877923.000000 Penalty: 2877.812500
	Iteration 6Q: 3 clusters Score -877923 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -878009.750000 Penalty: 2877.812500
	Iteration 7Q: 3 clusters Score -878009.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -878076.312500 Penalty: 2877.812500
	Iteration 8Q: 3 clusters Score -878076.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -878135.250000 Penalty: 2877.812500
	Iteration 9Q: 3 clusters Score -878135.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -878192.375000 Penalty: 2877.812500
	Iteration 10Q: 3 clusters Score -878192.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -878231.187500 Penalty: 2877.812500
	Iteration 11Q: 3 clusters Score -878231.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -878271.937500 Penalty: 2877.812500
	Iteration 12Q: 3 clusters Score -878271.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -878317.250000 Penalty: 2877.812500
	Iteration 13Q: 3 clusters Score -878317.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -878391.437500 Penalty: 2877.812500
	Iteration 14Q: 3 clusters Score -878391.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -878476.500000 Penalty: 2877.812500
	Iteration 15Q: 3 clusters Score -878476.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -878549.937500 Penalty: 2877.812500
	Iteration 16Q: 3 clusters Score -878549.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -878620.125000 Penalty: 2877.812500
	Iteration 17Q: 3 clusters Score -878620.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -878691.187500 Penalty: 2877.812500
	Iteration 18Q: 3 clusters Score -878691.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -878765.125000 Penalty: 2877.812500
	Iteration 19Q: 3 clusters Score -878765.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -878846.625000 Penalty: 2877.812500
	Iteration 20F: 3 clusters Score -878846.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -878922.062500 Penalty: 2877.812500
	Iteration 21Q: 3 clusters Score -878922.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -878968.250000 Penalty: 2877.812500
	Iteration 22Q: 3 clusters Score -878968.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -878999.062500 Penalty: 2877.812500
	Iteration 23Q: 3 clusters Score -878999.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -879026.937500 Penalty: 2877.812500
	Iteration 24Q: 3 clusters Score -879026.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -879052.750000 Penalty: 2877.812500
	Iteration 25Q: 3 clusters Score -879052.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -879083.875000 Penalty: 2877.812500
	Iteration 26Q: 3 clusters Score -879083.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -879111.250000 Penalty: 2877.812500
	Iteration 27Q: 3 clusters Score -879111.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -879132.750000 Penalty: 2877.812500
	Iteration 28Q: 3 clusters Score -879132.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -879154.562500 Penalty: 2877.812500
	Iteration 29Q: 3 clusters Score -879154.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -879169.937500 Penalty: 2877.812500
	Iteration 30Q: 3 clusters Score -879169.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -879181.875000 Penalty: 2877.812500
	Iteration 31Q: 3 clusters Score -879181.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -879197.875000 Penalty: 2877.812500
	Iteration 32Q: 3 clusters Score -879197.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -879213.875000 Penalty: 2877.812500
	Iteration 33Q: 3 clusters Score -879213.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -879219.687500 Penalty: 2877.812500
	Iteration 34Q: 3 clusters Score -879219.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -879232.125000 Penalty: 2877.812500
	Iteration 35Q: 3 clusters Score -879232.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -879247.500000 Penalty: 2877.812500
	Iteration 36Q: 3 clusters Score -879247.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -879262.812500 Penalty: 2877.812500
	Iteration 37Q: 3 clusters Score -879262.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -879273.500000 Penalty: 2877.812500
	Iteration 38Q: 3 clusters Score -879273.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -879284.000000 Penalty: 2877.812500
	Iteration 39Q: 3 clusters Score -879284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -879297.312500 Penalty: 2877.812500
	Iteration 40F: 3 clusters Score -879297.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -879312.250000 Penalty: 2877.812500
	Iteration 41Q: 3 clusters Score -879312.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -879326.187500 Penalty: 2877.812500
	Iteration 42Q: 3 clusters Score -879326.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -879334.750000 Penalty: 2877.812500
	Iteration 43Q: 3 clusters Score -879334.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -879347.750000 Penalty: 2877.812500
	Iteration 44Q: 3 clusters Score -879347.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -879358.125000 Penalty: 2877.812500
	Iteration 45Q: 3 clusters Score -879358.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -879361.875000 Penalty: 2877.812500
	Iteration 46Q: 3 clusters Score -879361.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -879370.500000 Penalty: 2877.812500
	Iteration 47Q: 3 clusters Score -879370.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -879383.250000 Penalty: 2877.812500
	Iteration 48Q: 3 clusters Score -879383.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -879390.812500 Penalty: 2877.812500
	Iteration 49Q: 3 clusters Score -879390.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -879397.125000 Penalty: 2877.812500
	Iteration 50Q: 3 clusters Score -879397.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -879404.937500 Penalty: 2877.812500
	Iteration 51Q: 3 clusters Score -879404.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -879412.375000 Penalty: 2877.812500
	Iteration 52Q: 3 clusters Score -879412.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -879419.625000 Penalty: 2877.812500
	Iteration 53Q: 3 clusters Score -879419.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -879423.375000 Penalty: 2877.812500
	Iteration 54Q: 3 clusters Score -879423.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -879429.125000 Penalty: 2877.812500
	Iteration 55Q: 3 clusters Score -879429.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -879435.187500 Penalty: 2877.812500
	Iteration 56Q: 3 clusters Score -879435.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -879435.062500 Penalty: 2877.812500
	Iteration 57Q: 3 clusters Score -879435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -879439.125000 Penalty: 2877.812500
	Iteration 58Q: 3 clusters Score -879439.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -879441.562500 Penalty: 2877.812500
	Iteration 59Q: 3 clusters Score -879441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -879444.937500 Penalty: 2877.812500
	Iteration 60F: 3 clusters Score -879444.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -879447.437500 Penalty: 2877.812500
	Iteration 61Q: 3 clusters Score -879447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -879447.875000 Penalty: 2877.812500
	Iteration 62Q: 3 clusters Score -879447.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -879448.625000 Penalty: 2877.812500
	Iteration 63Q: 3 clusters Score -879448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -879448.375000 Penalty: 2877.812500
	Iteration 64Q: 3 clusters Score -879448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -879449.687500 Penalty: 2877.812500
	Iteration 65Q: 3 clusters Score -879449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -879452.687500 Penalty: 2877.812500
	Iteration 66Q: 3 clusters Score -879452.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -879453.250000 Penalty: 2877.812500
	Iteration 67Q: 3 clusters Score -879453.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -879455.437500 Penalty: 2877.812500
	Iteration 68Q: 3 clusters Score -879455.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -879459.687500 Penalty: 2877.812500
	Iteration 69Q: 3 clusters Score -879459.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -879464.375000 Penalty: 2877.812500
	Iteration 70Q: 3 clusters Score -879464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -879469.687500 Penalty: 2877.812500
	Iteration 71Q: 3 clusters Score -879469.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -879472.875000 Penalty: 2877.812500
	Iteration 72Q: 3 clusters Score -879472.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -879477.062500 Penalty: 2877.812500
	Iteration 73Q: 3 clusters Score -879477.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -879485.937500 Penalty: 2877.812500
	Iteration 74Q: 3 clusters Score -879485.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -879491.687500 Penalty: 2877.812500
	Iteration 75Q: 3 clusters Score -879491.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -879495.125000 Penalty: 2877.812500
	Iteration 76Q: 3 clusters Score -879495.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -879503.437500 Penalty: 2877.812500
	Iteration 77Q: 3 clusters Score -879503.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -879513.000000 Penalty: 2877.812500
	Iteration 78Q: 3 clusters Score -879513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -879525.187500 Penalty: 2877.812500
	Iteration 79Q: 3 clusters Score -879525.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -879533.000000 Penalty: 2877.812500
	Iteration 80F: 3 clusters Score -879533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -879542.250000 Penalty: 2877.812500
	Iteration 81Q: 3 clusters Score -879542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -879545.375000 Penalty: 2877.812500
	Iteration 82Q: 3 clusters Score -879545.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -879548.500000 Penalty: 2877.812500
	Iteration 83Q: 3 clusters Score -879548.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -879551.187500 Penalty: 2877.812500
	Iteration 84Q: 3 clusters Score -879551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -879552.625000 Penalty: 2877.812500
	Iteration 85Q: 3 clusters Score -879552.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -879553.875000 Penalty: 2877.812500
	Iteration 86Q: 3 clusters Score -879553.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -879554.250000 Penalty: 2877.812500
	Iteration 87Q: 3 clusters Score -879554.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -879554.250000 Penalty: 2877.812500
	Iteration 88F: 3 clusters Score -879554.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (85296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85296 members 
Entering Unmasked Estep 
Score: -10703650.000000 Penalty: 1845.005981
	Iteration 0F: 2 clusters Score -1.070365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -10651046.000000 Penalty: 3690.011963
	Iteration 0F: 3 clusters Score -1.065105e+07 nChanged 40489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -10674810.000000 Penalty: 3690.011963
	Iteration 1F: 3 clusters Score -1.067481e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -10675916.000000 Penalty: 3690.011963
	Iteration 2Q: 3 clusters Score -1.067592e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -10677568.000000 Penalty: 3690.011963
	Iteration 3Q: 3 clusters Score -1.067757e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -10679952.000000 Penalty: 3690.011963
	Iteration 4F: 3 clusters Score -1.067995e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -10683139.000000 Penalty: 3690.011963
	Iteration 5F: 3 clusters Score -1.068314e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -10686648.000000 Penalty: 3690.011963
	Iteration 6F: 3 clusters Score -1.068665e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -10689929.000000 Penalty: 3690.011963
	Iteration 7F: 3 clusters Score -1.068993e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -10692444.000000 Penalty: 3690.011963
	Iteration 8F: 3 clusters Score -1.069244e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -10694385.000000 Penalty: 3690.011963
	Iteration 9Q: 3 clusters Score -1.069438e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -10695792.000000 Penalty: 3690.011963
	Iteration 10Q: 3 clusters Score -1.069579e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -10696859.000000 Penalty: 3690.011963
	Iteration 11Q: 3 clusters Score -1.069686e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -10697637.000000 Penalty: 3690.011963
	Iteration 12Q: 3 clusters Score -1.069764e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -10698076.000000 Penalty: 3690.011963
	Iteration 13Q: 3 clusters Score -1.069808e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -10698221.000000 Penalty: 3690.011963
	Iteration 14Q: 3 clusters Score -1.069822e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -10698330.000000 Penalty: 3690.011963
	Iteration 15Q: 3 clusters Score -1.069833e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -10698441.000000 Penalty: 3690.011963
	Iteration 16Q: 3 clusters Score -1.069844e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -10698506.000000 Penalty: 3690.011963
	Iteration 17Q: 3 clusters Score -1.069851e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -10698521.000000 Penalty: 3690.011963
	Iteration 18Q: 3 clusters Score -1.069852e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -10698550.000000 Penalty: 3690.011963
	Iteration 19Q: 3 clusters Score -1.069855e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -10698619.000000 Penalty: 3690.011963
	Iteration 20F: 3 clusters Score -1.069862e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -10698618.000000 Penalty: 3690.011963
	Iteration 21Q: 3 clusters Score -1.069862e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72289 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -10698670.000000 Penalty: 3690.011963
	Iteration 22Q: 3 clusters Score -1.069867e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -10698701.000000 Penalty: 3690.011963
	Iteration 23Q: 3 clusters Score -1.06987e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -10698700.000000 Penalty: 3690.011963
	Iteration 24Q: 3 clusters Score -1.06987e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -10698726.000000 Penalty: 3690.011963
	Iteration 25Q: 3 clusters Score -1.069873e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -10698707.000000 Penalty: 3690.011963
	Iteration 26Q: 3 clusters Score -1.069871e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74075 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -10698701.000000 Penalty: 3690.011963
	Iteration 27Q: 3 clusters Score -1.06987e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74403 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -10698740.000000 Penalty: 3690.011963
	Iteration 28Q: 3 clusters Score -1.069874e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74728 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -10698793.000000 Penalty: 3690.011963
	Iteration 29Q: 3 clusters Score -1.069879e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -10698861.000000 Penalty: 3690.011963
	Iteration 30Q: 3 clusters Score -1.069886e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75353 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -10698947.000000 Penalty: 3690.011963
	Iteration 31Q: 3 clusters Score -1.069895e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -10698988.000000 Penalty: 3690.011963
	Iteration 32Q: 3 clusters Score -1.069899e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75990 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -10699045.000000 Penalty: 3690.011963
	Iteration 33Q: 3 clusters Score -1.069904e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -10699040.000000 Penalty: 3690.011963
	Iteration 34Q: 3 clusters Score -1.069904e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -10699053.000000 Penalty: 3690.011963
	Iteration 35Q: 3 clusters Score -1.069905e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -10699120.000000 Penalty: 3690.011963
	Iteration 36Q: 3 clusters Score -1.069912e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -10699215.000000 Penalty: 3690.011963
	Iteration 37Q: 3 clusters Score -1.069922e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77417 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -10699247.000000 Penalty: 3690.011963
	Iteration 38Q: 3 clusters Score -1.069925e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -10699289.000000 Penalty: 3690.011963
	Iteration 39Q: 3 clusters Score -1.069929e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -10699335.000000 Penalty: 3690.011963
	Iteration 40F: 3 clusters Score -1.069934e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78118 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -10699419.000000 Penalty: 3690.011963
	Iteration 41Q: 3 clusters Score -1.069942e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78380 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -10699449.000000 Penalty: 3690.011963
	Iteration 42Q: 3 clusters Score -1.069945e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -10699545.000000 Penalty: 3690.011963
	Iteration 43Q: 3 clusters Score -1.069954e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -10699577.000000 Penalty: 3690.011963
	Iteration 44Q: 3 clusters Score -1.069958e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -10699605.000000 Penalty: 3690.011963
	Iteration 45Q: 3 clusters Score -1.06996e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -10699688.000000 Penalty: 3690.011963
	Iteration 46Q: 3 clusters Score -1.069969e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -10699771.000000 Penalty: 3690.011963
	Iteration 47Q: 3 clusters Score -1.069977e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -10699870.000000 Penalty: 3690.011963
	Iteration 48Q: 3 clusters Score -1.069987e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -10699987.000000 Penalty: 3690.011963
	Iteration 49Q: 3 clusters Score -1.069999e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -10700062.000000 Penalty: 3690.011963
	Iteration 50Q: 3 clusters Score -1.070006e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80638 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -10700117.000000 Penalty: 3690.011963
	Iteration 51Q: 3 clusters Score -1.070012e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80902 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -10700193.000000 Penalty: 3690.011963
	Iteration 52Q: 3 clusters Score -1.070019e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -10700254.000000 Penalty: 3690.011963
	Iteration 53Q: 3 clusters Score -1.070025e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -10700349.000000 Penalty: 3690.011963
	Iteration 54Q: 3 clusters Score -1.070035e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -10700420.000000 Penalty: 3690.011963
	Iteration 55Q: 3 clusters Score -1.070042e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -10700462.000000 Penalty: 3690.011963
	Iteration 56Q: 3 clusters Score -1.070046e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -10700501.000000 Penalty: 3690.011963
	Iteration 57Q: 3 clusters Score -1.07005e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -10700602.000000 Penalty: 3690.011963
	Iteration 58Q: 3 clusters Score -1.07006e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82310 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -10700636.000000 Penalty: 3690.011963
	Iteration 59Q: 3 clusters Score -1.070064e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -10700697.000000 Penalty: 3690.011963
	Iteration 60F: 3 clusters Score -1.07007e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -10700760.000000 Penalty: 3690.011963
	Iteration 61Q: 3 clusters Score -1.070076e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -10700823.000000 Penalty: 3690.011963
	Iteration 62Q: 3 clusters Score -1.070082e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82841 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -10700853.000000 Penalty: 3690.011963
	Iteration 63Q: 3 clusters Score -1.070085e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -10700895.000000 Penalty: 3690.011963
	Iteration 64Q: 3 clusters Score -1.07009e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83069 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -10700955.000000 Penalty: 3690.011963
	Iteration 65Q: 3 clusters Score -1.070096e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -10700992.000000 Penalty: 3690.011963
	Iteration 66Q: 3 clusters Score -1.070099e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -10701012.000000 Penalty: 3690.011963
	Iteration 67Q: 3 clusters Score -1.070101e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -10701036.000000 Penalty: 3690.011963
	Iteration 68Q: 3 clusters Score -1.070104e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -10701068.000000 Penalty: 3690.011963
	Iteration 69Q: 3 clusters Score -1.070107e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83406 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -10701078.000000 Penalty: 3690.011963
	Iteration 70Q: 3 clusters Score -1.070108e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -10701131.000000 Penalty: 3690.011963
	Iteration 71Q: 3 clusters Score -1.070113e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83522 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -10701163.000000 Penalty: 3690.011963
	Iteration 72Q: 3 clusters Score -1.070116e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -10701210.000000 Penalty: 3690.011963
	Iteration 73Q: 3 clusters Score -1.070121e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83628 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -10701226.000000 Penalty: 3690.011963
	Iteration 74Q: 3 clusters Score -1.070123e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -10701262.000000 Penalty: 3690.011963
	Iteration 75Q: 3 clusters Score -1.070126e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83702 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -10701287.000000 Penalty: 3690.011963
	Iteration 76Q: 3 clusters Score -1.070129e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -10701318.000000 Penalty: 3690.011963
	Iteration 77Q: 3 clusters Score -1.070132e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -10701343.000000 Penalty: 3690.011963
	Iteration 78Q: 3 clusters Score -1.070134e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -10701368.000000 Penalty: 3690.011963
	Iteration 79Q: 3 clusters Score -1.070137e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -10701387.000000 Penalty: 3690.011963
	Iteration 80F: 3 clusters Score -1.070139e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10701391.000000 Penalty: 3690.011963
	Iteration 81Q: 3 clusters Score -1.070139e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -10701401.000000 Penalty: 3690.011963
	Iteration 82Q: 3 clusters Score -1.07014e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10701419.000000 Penalty: 3690.011963
	Iteration 83Q: 3 clusters Score -1.070142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83959 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -10701419.000000 Penalty: 3690.011963
	Iteration 84Q: 3 clusters Score -1.070142e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83973 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -10701426.000000 Penalty: 3690.011963
	Iteration 85Q: 3 clusters Score -1.070143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10701424.000000 Penalty: 3690.011963
	Iteration 86Q: 3 clusters Score -1.070142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10701432.000000 Penalty: 3690.011963
	Iteration 87Q: 3 clusters Score -1.070143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -10701440.000000 Penalty: 3690.011963
	Iteration 88Q: 3 clusters Score -1.070144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84026 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -10701432.000000 Penalty: 3690.011963
	Iteration 89Q: 3 clusters Score -1.070143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84041 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10701442.000000 Penalty: 3690.011963
	Iteration 90Q: 3 clusters Score -1.070144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10701446.000000 Penalty: 3690.011963
	Iteration 91Q: 3 clusters Score -1.070145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84076 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -10701455.000000 Penalty: 3690.011963
	Iteration 92Q: 3 clusters Score -1.070146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10701460.000000 Penalty: 3690.011963
	Iteration 93Q: 3 clusters Score -1.070146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84101 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10701474.000000 Penalty: 3690.011963
	Iteration 94Q: 3 clusters Score -1.070147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84109 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10701481.000000 Penalty: 3690.011963
	Iteration 95Q: 3 clusters Score -1.070148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10701484.000000 Penalty: 3690.011963
	Iteration 96Q: 3 clusters Score -1.070148e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84138 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -10701477.000000 Penalty: 3690.011963
	Iteration 97Q: 3 clusters Score -1.070148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -10701483.000000 Penalty: 3690.011963
	Iteration 98Q: 3 clusters Score -1.070148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10701467.000000 Penalty: 3690.011963
	Iteration 99Q: 3 clusters Score -1.070147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10701477.000000 Penalty: 3690.011963
	Iteration 100F: 3 clusters Score -1.070148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84172 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10701489.000000 Penalty: 3690.011963
	Iteration 101Q: 3 clusters Score -1.070149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84186 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -10701503.000000 Penalty: 3690.011963
	Iteration 102Q: 3 clusters Score -1.07015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -10701522.000000 Penalty: 3690.011963
	Iteration 103Q: 3 clusters Score -1.070152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10701528.000000 Penalty: 3690.011963
	Iteration 104Q: 3 clusters Score -1.070153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84202 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10701537.000000 Penalty: 3690.011963
	Iteration 105Q: 3 clusters Score -1.070154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10701528.000000 Penalty: 3690.011963
	Iteration 106Q: 3 clusters Score -1.070153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84217 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -10701530.000000 Penalty: 3690.011963
	Iteration 107Q: 3 clusters Score -1.070153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10701538.000000 Penalty: 3690.011963
	Iteration 108Q: 3 clusters Score -1.070154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84232 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10701544.000000 Penalty: 3690.011963
	Iteration 109Q: 3 clusters Score -1.070154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84236 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10701544.000000 Penalty: 3690.011963
	Iteration 110Q: 3 clusters Score -1.070154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -10701541.000000 Penalty: 3690.011963
	Iteration 111Q: 3 clusters Score -1.070154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10701553.000000 Penalty: 3690.011963
	Iteration 112Q: 3 clusters Score -1.070155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10701557.000000 Penalty: 3690.011963
	Iteration 113Q: 3 clusters Score -1.070156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10701557.000000 Penalty: 3690.011963
	Iteration 114Q: 3 clusters Score -1.070156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10701557.000000 Penalty: 3690.011963
	Iteration 115Q: 3 clusters Score -1.070156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10701559.000000 Penalty: 3690.011963
	Iteration 116Q: 3 clusters Score -1.070156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10701555.000000 Penalty: 3690.011963
	Iteration 117Q: 3 clusters Score -1.070156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10701553.000000 Penalty: 3690.011963
	Iteration 118Q: 3 clusters Score -1.070155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10701562.000000 Penalty: 3690.011963
	Iteration 119Q: 3 clusters Score -1.070156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84268 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10701558.000000 Penalty: 3690.011963
	Iteration 120F: 3 clusters Score -1.070156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10701566.000000 Penalty: 3690.011963
	Iteration 121Q: 3 clusters Score -1.070157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84272 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10701571.000000 Penalty: 3690.011963
	Iteration 122Q: 3 clusters Score -1.070157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10701564.000000 Penalty: 3690.011963
	Iteration 123Q: 3 clusters Score -1.070156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10701570.000000 Penalty: 3690.011963
	Iteration 124Q: 3 clusters Score -1.070157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10701570.000000 Penalty: 3690.011963
	Iteration 125Q: 3 clusters Score -1.070157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10701570.000000 Penalty: 3690.011963
	Iteration 126F: 3 clusters Score -1.070157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Entering Unmasked Estep 
Score: -723635.625000 Penalty: 1418.894531
	Iteration 0F: 2 clusters Score -723635.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -719078.187500 Penalty: 2837.789062
	Iteration 0F: 3 clusters Score -719078.2 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -721961.875000 Penalty: 2837.789062
	Iteration 1F: 3 clusters Score -721961.9 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -724428.750000 Penalty: 2837.789062
	Iteration 2F: 3 clusters Score -724428.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -725541.812500 Penalty: 2837.789062
	Iteration 3F: 3 clusters Score -725541.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -725776.500000 Penalty: 2837.789062
	Iteration 4F: 3 clusters Score -725776.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -725834.562500 Penalty: 2837.789062
	Iteration 5Q: 3 clusters Score -725834.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -725865.562500 Penalty: 2837.789062
	Iteration 6Q: 3 clusters Score -725865.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -725887.750000 Penalty: 2837.789062
	Iteration 7Q: 3 clusters Score -725887.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -725913.687500 Penalty: 2837.789062
	Iteration 8Q: 3 clusters Score -725913.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -725932.375000 Penalty: 2837.789062
	Iteration 9Q: 3 clusters Score -725932.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -725946.375000 Penalty: 2837.789062
	Iteration 10Q: 3 clusters Score -725946.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -725953.937500 Penalty: 2837.789062
	Iteration 11Q: 3 clusters Score -725953.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -725963.687500 Penalty: 2837.789062
	Iteration 12Q: 3 clusters Score -725963.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -725970.937500 Penalty: 2837.789062
	Iteration 13Q: 3 clusters Score -725970.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -725977.875000 Penalty: 2837.789062
	Iteration 14Q: 3 clusters Score -725977.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -725984.500000 Penalty: 2837.789062
	Iteration 15Q: 3 clusters Score -725984.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -725990.312500 Penalty: 2837.789062
	Iteration 16Q: 3 clusters Score -725990.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -725996.875000 Penalty: 2837.789062
	Iteration 17Q: 3 clusters Score -725996.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -726004.125000 Penalty: 2837.789062
	Iteration 18Q: 3 clusters Score -726004.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -726011.250000 Penalty: 2837.789062
	Iteration 19Q: 3 clusters Score -726011.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -726015.937500 Penalty: 2837.789062
	Iteration 20F: 3 clusters Score -726015.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -726017.125000 Penalty: 2837.789062
	Iteration 21Q: 3 clusters Score -726017.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -726018.625000 Penalty: 2837.789062
	Iteration 22Q: 3 clusters Score -726018.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -726018.500000 Penalty: 2837.789062
	Iteration 23Q: 3 clusters Score -726018.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -726019.187500 Penalty: 2837.789062
	Iteration 24Q: 3 clusters Score -726019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -726018.125000 Penalty: 2837.789062
	Iteration 25Q: 3 clusters Score -726018.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -726019.375000 Penalty: 2837.789062
	Iteration 26Q: 3 clusters Score -726019.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -726020.000000 Penalty: 2837.789062
	Iteration 27Q: 3 clusters Score -726020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -726020.625000 Penalty: 2837.789062
	Iteration 28Q: 3 clusters Score -726020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -726020.625000 Penalty: 2837.789062
	Iteration 29F: 3 clusters Score -726020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8527 members 
Mstep: Class 3 contains 8534 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 68740 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 87317 members 
Mstep: Class 9 contains 16331 members 
Mstep: Class 10 contains 7008 members 
Mstep: Class 11 contains 85296 members 
Mstep: Class 12 contains 3391 members 
Mstep: Class 13 contains 32916 members 
Mstep: Class 14 contains 53905 members 
Mstep: Class 15 contains 34840 members 
Mstep: Class 16 contains 71650 members 
Mstep: Class 17 contains 12464 members 
Mstep: Class 18 contains 4645 members 
Mstep: Class 19 contains 4463 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 722 members 
Entering Unmasked Estep 
Score: -62583288.000000 Penalty: 44879.351562
Splitting cluster 12 changes total score from -62574448.000000 to -62583288.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 13 (32916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Entering Unmasked Estep 
Score: -4104660.000000 Penalty: 1690.278564
	Iteration 0F: 2 clusters Score -4104660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -4082443.750000 Penalty: 3380.557129
	Iteration 0F: 3 clusters Score -4082444 nChanged 15177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -4090979.500000 Penalty: 3380.557129
	Iteration 1F: 3 clusters Score -4090980 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -4091406.250000 Penalty: 3380.557129
	Iteration 2Q: 3 clusters Score -4091406 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -4091822.750000 Penalty: 3380.557129
	Iteration 3Q: 3 clusters Score -4091823 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -4092367.250000 Penalty: 3380.557129
	Iteration 4Q: 3 clusters Score -4092367 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -4093023.250000 Penalty: 3380.557129
	Iteration 5Q: 3 clusters Score -4093023 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -4093921.250000 Penalty: 3380.557129
	Iteration 6Q: 3 clusters Score -4093921 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -4095088.750000 Penalty: 3380.557129
	Iteration 7F: 3 clusters Score -4095089 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -4096507.500000 Penalty: 3380.557129
	Iteration 8F: 3 clusters Score -4096508 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4097677.500000 Penalty: 3380.557129
	Iteration 9F: 3 clusters Score -4097678 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -4098477.750000 Penalty: 3380.557129
	Iteration 10Q: 3 clusters Score -4098478 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -4098917.000000 Penalty: 3380.557129
	Iteration 11Q: 3 clusters Score -4098917 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -4099181.000000 Penalty: 3380.557129
	Iteration 12Q: 3 clusters Score -4099181 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -4099362.750000 Penalty: 3380.557129
	Iteration 13Q: 3 clusters Score -4099363 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -4099532.750000 Penalty: 3380.557129
	Iteration 14Q: 3 clusters Score -4099533 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -4099704.750000 Penalty: 3380.557129
	Iteration 15Q: 3 clusters Score -4099705 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -4099870.500000 Penalty: 3380.557129
	Iteration 16Q: 3 clusters Score -4099870 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -4100048.250000 Penalty: 3380.557129
	Iteration 17Q: 3 clusters Score -4100048 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -4100230.000000 Penalty: 3380.557129
	Iteration 18Q: 3 clusters Score -4100230 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -4100419.000000 Penalty: 3380.557129
	Iteration 19Q: 3 clusters Score -4100419 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -4100637.000000 Penalty: 3380.557129
	Iteration 20F: 3 clusters Score -4100637 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -4100909.000000 Penalty: 3380.557129
	Iteration 21Q: 3 clusters Score -4100909 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -4101168.500000 Penalty: 3380.557129
	Iteration 22Q: 3 clusters Score -4101168 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -4101406.250000 Penalty: 3380.557129
	Iteration 23Q: 3 clusters Score -4101406 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -4101644.750000 Penalty: 3380.557129
	Iteration 24Q: 3 clusters Score -4101645 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -4101849.000000 Penalty: 3380.557129
	Iteration 25Q: 3 clusters Score -4101849 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -4101985.000000 Penalty: 3380.557129
	Iteration 26Q: 3 clusters Score -4101985 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -4102135.250000 Penalty: 3380.557129
	Iteration 27Q: 3 clusters Score -4102135 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -4102258.250000 Penalty: 3380.557129
	Iteration 28Q: 3 clusters Score -4102258 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -4102384.750000 Penalty: 3380.557129
	Iteration 29Q: 3 clusters Score -4102385 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -4102482.250000 Penalty: 3380.557129
	Iteration 30Q: 3 clusters Score -4102482 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -4102560.000000 Penalty: 3380.557129
	Iteration 31Q: 3 clusters Score -4102560 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4102636.000000 Penalty: 3380.557129
	Iteration 32Q: 3 clusters Score -4102636 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4102714.750000 Penalty: 3380.557129
	Iteration 33Q: 3 clusters Score -4102715 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -4102772.250000 Penalty: 3380.557129
	Iteration 34Q: 3 clusters Score -4102772 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -4102859.750000 Penalty: 3380.557129
	Iteration 35Q: 3 clusters Score -4102860 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -4102932.750000 Penalty: 3380.557129
	Iteration 36Q: 3 clusters Score -4102933 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -4103000.500000 Penalty: 3380.557129
	Iteration 37Q: 3 clusters Score -4103000 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -4103064.500000 Penalty: 3380.557129
	Iteration 38Q: 3 clusters Score -4103064 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4103141.500000 Penalty: 3380.557129
	Iteration 39Q: 3 clusters Score -4103142 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -4103202.000000 Penalty: 3380.557129
	Iteration 40F: 3 clusters Score -4103202 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -4103272.500000 Penalty: 3380.557129
	Iteration 41Q: 3 clusters Score -4103272 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -4103353.000000 Penalty: 3380.557129
	Iteration 42Q: 3 clusters Score -4103353 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4103440.500000 Penalty: 3380.557129
	Iteration 43Q: 3 clusters Score -4103440 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4103508.250000 Penalty: 3380.557129
	Iteration 44Q: 3 clusters Score -4103508 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4103580.750000 Penalty: 3380.557129
	Iteration 45Q: 3 clusters Score -4103581 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4103611.250000 Penalty: 3380.557129
	Iteration 46Q: 3 clusters Score -4103611 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4103631.000000 Penalty: 3380.557129
	Iteration 47Q: 3 clusters Score -4103631 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4103647.000000 Penalty: 3380.557129
	Iteration 48Q: 3 clusters Score -4103647 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4103650.000000 Penalty: 3380.557129
	Iteration 49Q: 3 clusters Score -4103650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4103667.750000 Penalty: 3380.557129
	Iteration 50Q: 3 clusters Score -4103668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4103680.250000 Penalty: 3380.557129
	Iteration 51Q: 3 clusters Score -4103680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4103687.000000 Penalty: 3380.557129
	Iteration 52Q: 3 clusters Score -4103687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4103691.750000 Penalty: 3380.557129
	Iteration 53Q: 3 clusters Score -4103692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4103699.500000 Penalty: 3380.557129
	Iteration 54Q: 3 clusters Score -4103700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4103698.000000 Penalty: 3380.557129
	Iteration 55Q: 3 clusters Score -4103698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4103704.500000 Penalty: 3380.557129
	Iteration 56Q: 3 clusters Score -4103704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4103702.000000 Penalty: 3380.557129
	Iteration 57Q: 3 clusters Score -4103702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4103709.750000 Penalty: 3380.557129
	Iteration 58Q: 3 clusters Score -4103710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4103707.750000 Penalty: 3380.557129
	Iteration 59Q: 3 clusters Score -4103708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4103711.000000 Penalty: 3380.557129
	Iteration 60F: 3 clusters Score -4103711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4103715.000000 Penalty: 3380.557129
	Iteration 61Q: 3 clusters Score -4103715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4103719.500000 Penalty: 3380.557129
	Iteration 62Q: 3 clusters Score -4103720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4103723.000000 Penalty: 3380.557129
	Iteration 63Q: 3 clusters Score -4103723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4103735.500000 Penalty: 3380.557129
	Iteration 64Q: 3 clusters Score -4103736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4103753.250000 Penalty: 3380.557129
	Iteration 65Q: 3 clusters Score -4103753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4103766.250000 Penalty: 3380.557129
	Iteration 66Q: 3 clusters Score -4103766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4103774.250000 Penalty: 3380.557129
	Iteration 67Q: 3 clusters Score -4103774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4103789.500000 Penalty: 3380.557129
	Iteration 68Q: 3 clusters Score -4103790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4103808.500000 Penalty: 3380.557129
	Iteration 69Q: 3 clusters Score -4103808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4103838.250000 Penalty: 3380.557129
	Iteration 70Q: 3 clusters Score -4103838 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4103867.000000 Penalty: 3380.557129
	Iteration 71Q: 3 clusters Score -4103867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4103936.750000 Penalty: 3380.557129
	Iteration 72Q: 3 clusters Score -4103937 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4103998.000000 Penalty: 3380.557129
	Iteration 73Q: 3 clusters Score -4103998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4104049.000000 Penalty: 3380.557129
	Iteration 74Q: 3 clusters Score -4104049 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4104096.500000 Penalty: 3380.557129
	Iteration 75Q: 3 clusters Score -4104096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4104136.000000 Penalty: 3380.557129
	Iteration 76Q: 3 clusters Score -4104136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4104163.500000 Penalty: 3380.557129
	Iteration 77Q: 3 clusters Score -4104164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4104196.500000 Penalty: 3380.557129
	Iteration 78Q: 3 clusters Score -4104196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4104237.000000 Penalty: 3380.557129
	Iteration 79Q: 3 clusters Score -4104237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4104263.250000 Penalty: 3380.557129
	Iteration 80F: 3 clusters Score -4104263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4104289.500000 Penalty: 3380.557129
	Iteration 81Q: 3 clusters Score -4104290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4104317.000000 Penalty: 3380.557129
	Iteration 82Q: 3 clusters Score -4104317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4104338.500000 Penalty: 3380.557129
	Iteration 83Q: 3 clusters Score -4104338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4104356.500000 Penalty: 3380.557129
	Iteration 84Q: 3 clusters Score -4104356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4104362.750000 Penalty: 3380.557129
	Iteration 85Q: 3 clusters Score -4104363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4104368.750000 Penalty: 3380.557129
	Iteration 86Q: 3 clusters Score -4104369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4104375.500000 Penalty: 3380.557129
	Iteration 87Q: 3 clusters Score -4104376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4104378.250000 Penalty: 3380.557129
	Iteration 88Q: 3 clusters Score -4104378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4104379.000000 Penalty: 3380.557129
	Iteration 89Q: 3 clusters Score -4104379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4104382.250000 Penalty: 3380.557129
	Iteration 90Q: 3 clusters Score -4104382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4104386.750000 Penalty: 3380.557129
	Iteration 91Q: 3 clusters Score -4104387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4104386.000000 Penalty: 3380.557129
	Iteration 92Q: 3 clusters Score -4104386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4104391.500000 Penalty: 3380.557129
	Iteration 93Q: 3 clusters Score -4104392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4104388.750000 Penalty: 3380.557129
	Iteration 94Q: 3 clusters Score -4104389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4104388.250000 Penalty: 3380.557129
	Iteration 95Q: 3 clusters Score -4104388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4104389.750000 Penalty: 3380.557129
	Iteration 96Q: 3 clusters Score -4104390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4104394.250000 Penalty: 3380.557129
	Iteration 97Q: 3 clusters Score -4104394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4104394.750000 Penalty: 3380.557129
	Iteration 98Q: 3 clusters Score -4104395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4104393.750000 Penalty: 3380.557129
	Iteration 99Q: 3 clusters Score -4104394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4104394.500000 Penalty: 3380.557129
	Iteration 100F: 3 clusters Score -4104394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4104390.750000 Penalty: 3380.557129
	Iteration 101Q: 3 clusters Score -4104391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4104389.000000 Penalty: 3380.557129
	Iteration 102Q: 3 clusters Score -4104389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4104389.500000 Penalty: 3380.557129
	Iteration 103Q: 3 clusters Score -4104390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4104386.500000 Penalty: 3380.557129
	Iteration 104Q: 3 clusters Score -4104386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4104388.000000 Penalty: 3380.557129
	Iteration 105Q: 3 clusters Score -4104388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4104390.000000 Penalty: 3380.557129
	Iteration 106Q: 3 clusters Score -4104390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4104390.750000 Penalty: 3380.557129
	Iteration 107Q: 3 clusters Score -4104391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4104389.000000 Penalty: 3380.557129
	Iteration 108Q: 3 clusters Score -4104389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4104389.000000 Penalty: 3380.557129
	Iteration 109Q: 3 clusters Score -4104389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4104389.000000 Penalty: 3380.557129
	Iteration 110Q: 3 clusters Score -4104389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4104394.000000 Penalty: 3380.557129
	Iteration 111Q: 3 clusters Score -4104394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4104395.000000 Penalty: 3380.557129
	Iteration 112Q: 3 clusters Score -4104395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4104395.000000 Penalty: 3380.557129
	Iteration 113F: 3 clusters Score -4104395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Entering Unmasked Estep 
Score: -6746453.000000 Penalty: 1770.433960
	Iteration 0F: 2 clusters Score -6746453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -6710697.000000 Penalty: 3540.867920
	Iteration 0F: 3 clusters Score -6710697 nChanged 25400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -6725276.500000 Penalty: 3540.867920
	Iteration 1F: 3 clusters Score -6725276 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -6726111.000000 Penalty: 3540.867920
	Iteration 2Q: 3 clusters Score -6726111 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -6727346.000000 Penalty: 3540.867920
	Iteration 3Q: 3 clusters Score -6727346 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -6729537.000000 Penalty: 3540.867920
	Iteration 4F: 3 clusters Score -6729537 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -6733054.000000 Penalty: 3540.867920
	Iteration 5F: 3 clusters Score -6733054 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -6737560.000000 Penalty: 3540.867920
	Iteration 6F: 3 clusters Score -6737560 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -6741374.000000 Penalty: 3540.867920
	Iteration 7F: 3 clusters Score -6741374 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -6743502.000000 Penalty: 3540.867920
	Iteration 8Q: 3 clusters Score -6743502 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -6744347.500000 Penalty: 3540.867920
	Iteration 9Q: 3 clusters Score -6744348 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -6744700.000000 Penalty: 3540.867920
	Iteration 10Q: 3 clusters Score -6744700 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -6744821.000000 Penalty: 3540.867920
	Iteration 11Q: 3 clusters Score -6744821 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -6744901.500000 Penalty: 3540.867920
	Iteration 12Q: 3 clusters Score -6744902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -6744945.500000 Penalty: 3540.867920
	Iteration 13Q: 3 clusters Score -6744946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -6744967.500000 Penalty: 3540.867920
	Iteration 14Q: 3 clusters Score -6744968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -6744988.500000 Penalty: 3540.867920
	Iteration 15Q: 3 clusters Score -6744988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -6745004.500000 Penalty: 3540.867920
	Iteration 16Q: 3 clusters Score -6745004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -6745013.000000 Penalty: 3540.867920
	Iteration 17Q: 3 clusters Score -6745013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -6745015.500000 Penalty: 3540.867920
	Iteration 18Q: 3 clusters Score -6745016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -6745026.000000 Penalty: 3540.867920
	Iteration 19Q: 3 clusters Score -6745026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -6745036.000000 Penalty: 3540.867920
	Iteration 20F: 3 clusters Score -6745036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -6745042.500000 Penalty: 3540.867920
	Iteration 21Q: 3 clusters Score -6745042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -6745047.000000 Penalty: 3540.867920
	Iteration 22Q: 3 clusters Score -6745047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -6745047.000000 Penalty: 3540.867920
	Iteration 23Q: 3 clusters Score -6745047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -6745054.500000 Penalty: 3540.867920
	Iteration 24Q: 3 clusters Score -6745054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -6745054.500000 Penalty: 3540.867920
	Iteration 25F: 3 clusters Score -6745054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Entering Unmasked Estep 
Score: -4346038.000000 Penalty: 1699.509766
	Iteration 0F: 2 clusters Score -4346038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -4322550.500000 Penalty: 3399.019531
	Iteration 0F: 3 clusters Score -4322550 nChanged 16083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -4331797.500000 Penalty: 3399.019531
	Iteration 1F: 3 clusters Score -4331798 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -4332446.500000 Penalty: 3399.019531
	Iteration 2Q: 3 clusters Score -4332446 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4333270.500000 Penalty: 3399.019531
	Iteration 3F: 3 clusters Score -4333270 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -4334515.500000 Penalty: 3399.019531
	Iteration 4F: 3 clusters Score -4334516 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -4336445.500000 Penalty: 3399.019531
	Iteration 5F: 3 clusters Score -4336446 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -4338819.000000 Penalty: 3399.019531
	Iteration 6F: 3 clusters Score -4338819 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4340956.000000 Penalty: 3399.019531
	Iteration 7F: 3 clusters Score -4340956 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -4342576.500000 Penalty: 3399.019531
	Iteration 8F: 3 clusters Score -4342576 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -4343719.500000 Penalty: 3399.019531
	Iteration 9Q: 3 clusters Score -4343720 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -4344400.500000 Penalty: 3399.019531
	Iteration 10Q: 3 clusters Score -4344400 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -4344802.500000 Penalty: 3399.019531
	Iteration 11Q: 3 clusters Score -4344802 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -4345018.000000 Penalty: 3399.019531
	Iteration 12Q: 3 clusters Score -4345018 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4345151.500000 Penalty: 3399.019531
	Iteration 13Q: 3 clusters Score -4345152 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -4345267.500000 Penalty: 3399.019531
	Iteration 14Q: 3 clusters Score -4345268 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -4345317.000000 Penalty: 3399.019531
	Iteration 15Q: 3 clusters Score -4345317 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4345347.500000 Penalty: 3399.019531
	Iteration 16Q: 3 clusters Score -4345348 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -4345374.500000 Penalty: 3399.019531
	Iteration 17Q: 3 clusters Score -4345374 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -4345391.000000 Penalty: 3399.019531
	Iteration 18Q: 3 clusters Score -4345391 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -4345403.000000 Penalty: 3399.019531
	Iteration 19Q: 3 clusters Score -4345403 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4345416.000000 Penalty: 3399.019531
	Iteration 20F: 3 clusters Score -4345416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -4345413.000000 Penalty: 3399.019531
	Iteration 21Q: 3 clusters Score -4345413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -4345428.000000 Penalty: 3399.019531
	Iteration 22Q: 3 clusters Score -4345428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -4345431.000000 Penalty: 3399.019531
	Iteration 23Q: 3 clusters Score -4345431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4345434.500000 Penalty: 3399.019531
	Iteration 24Q: 3 clusters Score -4345434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -4345439.000000 Penalty: 3399.019531
	Iteration 25Q: 3 clusters Score -4345439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4345445.000000 Penalty: 3399.019531
	Iteration 26Q: 3 clusters Score -4345445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4345459.500000 Penalty: 3399.019531
	Iteration 27Q: 3 clusters Score -4345460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -4345456.000000 Penalty: 3399.019531
	Iteration 28Q: 3 clusters Score -4345456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4345467.000000 Penalty: 3399.019531
	Iteration 29Q: 3 clusters Score -4345467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -4345468.000000 Penalty: 3399.019531
	Iteration 30Q: 3 clusters Score -4345468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4345475.000000 Penalty: 3399.019531
	Iteration 31Q: 3 clusters Score -4345475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -4345475.500000 Penalty: 3399.019531
	Iteration 32Q: 3 clusters Score -4345476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -4345481.500000 Penalty: 3399.019531
	Iteration 33Q: 3 clusters Score -4345482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -4345480.000000 Penalty: 3399.019531
	Iteration 34Q: 3 clusters Score -4345480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -4345480.500000 Penalty: 3399.019531
	Iteration 35Q: 3 clusters Score -4345480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -4345482.500000 Penalty: 3399.019531
	Iteration 36Q: 3 clusters Score -4345482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -4345482.000000 Penalty: 3399.019531
	Iteration 37Q: 3 clusters Score -4345482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -4345478.500000 Penalty: 3399.019531
	Iteration 38Q: 3 clusters Score -4345478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4345475.500000 Penalty: 3399.019531
	Iteration 39Q: 3 clusters Score -4345476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4345474.000000 Penalty: 3399.019531
	Iteration 40F: 3 clusters Score -4345474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -4345473.000000 Penalty: 3399.019531
	Iteration 41Q: 3 clusters Score -4345473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4345482.000000 Penalty: 3399.019531
	Iteration 42Q: 3 clusters Score -4345482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4345482.500000 Penalty: 3399.019531
	Iteration 43Q: 3 clusters Score -4345482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -4345486.000000 Penalty: 3399.019531
	Iteration 44Q: 3 clusters Score -4345486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4345482.000000 Penalty: 3399.019531
	Iteration 45Q: 3 clusters Score -4345482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -4345484.000000 Penalty: 3399.019531
	Iteration 46Q: 3 clusters Score -4345484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -4345486.000000 Penalty: 3399.019531
	Iteration 47Q: 3 clusters Score -4345486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -4345482.000000 Penalty: 3399.019531
	Iteration 48Q: 3 clusters Score -4345482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -4345484.500000 Penalty: 3399.019531
	Iteration 49Q: 3 clusters Score -4345484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -4345481.000000 Penalty: 3399.019531
	Iteration 50Q: 3 clusters Score -4345481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -4345478.500000 Penalty: 3399.019531
	Iteration 51Q: 3 clusters Score -4345478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -4345484.000000 Penalty: 3399.019531
	Iteration 52Q: 3 clusters Score -4345484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -4345483.000000 Penalty: 3399.019531
	Iteration 53Q: 3 clusters Score -4345483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -4345485.500000 Penalty: 3399.019531
	Iteration 54Q: 3 clusters Score -4345486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -4345485.500000 Penalty: 3399.019531
	Iteration 55Q: 3 clusters Score -4345486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4345486.500000 Penalty: 3399.019531
	Iteration 56Q: 3 clusters Score -4345486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4345482.000000 Penalty: 3399.019531
	Iteration 57Q: 3 clusters Score -4345482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4345485.500000 Penalty: 3399.019531
	Iteration 58Q: 3 clusters Score -4345486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -4345480.000000 Penalty: 3399.019531
	Iteration 59Q: 3 clusters Score -4345480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -4345484.500000 Penalty: 3399.019531
	Iteration 60F: 3 clusters Score -4345484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -4345489.500000 Penalty: 3399.019531
	Iteration 61Q: 3 clusters Score -4345490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -4345488.000000 Penalty: 3399.019531
	Iteration 62Q: 3 clusters Score -4345488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -4345492.500000 Penalty: 3399.019531
	Iteration 63Q: 3 clusters Score -4345492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -4345494.000000 Penalty: 3399.019531
	Iteration 64Q: 3 clusters Score -4345494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -4345496.500000 Penalty: 3399.019531
	Iteration 65Q: 3 clusters Score -4345496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -4345497.000000 Penalty: 3399.019531
	Iteration 66Q: 3 clusters Score -4345497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -4345494.000000 Penalty: 3399.019531
	Iteration 67Q: 3 clusters Score -4345494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -4345496.500000 Penalty: 3399.019531
	Iteration 68Q: 3 clusters Score -4345496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -4345494.500000 Penalty: 3399.019531
	Iteration 69Q: 3 clusters Score -4345494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -4345498.500000 Penalty: 3399.019531
	Iteration 70Q: 3 clusters Score -4345498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4345493.000000 Penalty: 3399.019531
	Iteration 71Q: 3 clusters Score -4345493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -4345494.500000 Penalty: 3399.019531
	Iteration 72Q: 3 clusters Score -4345494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -4345497.000000 Penalty: 3399.019531
	Iteration 73Q: 3 clusters Score -4345497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -4345495.000000 Penalty: 3399.019531
	Iteration 74Q: 3 clusters Score -4345495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -4345495.500000 Penalty: 3399.019531
	Iteration 75Q: 3 clusters Score -4345496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -4345496.000000 Penalty: 3399.019531
	Iteration 76Q: 3 clusters Score -4345496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -4345495.500000 Penalty: 3399.019531
	Iteration 77Q: 3 clusters Score -4345496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4345495.000000 Penalty: 3399.019531
	Iteration 78Q: 3 clusters Score -4345495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4345495.500000 Penalty: 3399.019531
	Iteration 79Q: 3 clusters Score -4345496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4345501.500000 Penalty: 3399.019531
	Iteration 80F: 3 clusters Score -4345502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -4345506.000000 Penalty: 3399.019531
	Iteration 81Q: 3 clusters Score -4345506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -4345506.000000 Penalty: 3399.019531
	Iteration 82Q: 3 clusters Score -4345506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -4345510.000000 Penalty: 3399.019531
	Iteration 83Q: 3 clusters Score -4345510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -4345508.000000 Penalty: 3399.019531
	Iteration 84Q: 3 clusters Score -4345508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4345507.500000 Penalty: 3399.019531
	Iteration 85Q: 3 clusters Score -4345508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -4345510.500000 Penalty: 3399.019531
	Iteration 86Q: 3 clusters Score -4345510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4345508.500000 Penalty: 3399.019531
	Iteration 87Q: 3 clusters Score -4345508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -4345506.500000 Penalty: 3399.019531
	Iteration 88Q: 3 clusters Score -4345506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4345507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -4345507.000000 Penalty: 3399.019531
	Iteration 90F: 3 clusters Score -4345507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71650 members 
Entering Unmasked Estep 
Score: -8862206.000000 Penalty: 1816.676636
	Iteration 0F: 2 clusters Score -8862206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -8816625.000000 Penalty: 3633.353271
	Iteration 0F: 3 clusters Score -8816625 nChanged 33813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -8836029.000000 Penalty: 3633.353271
	Iteration 1F: 3 clusters Score -8836029 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -8836793.000000 Penalty: 3633.353271
	Iteration 2Q: 3 clusters Score -8836793 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -8837778.000000 Penalty: 3633.353271
	Iteration 3Q: 3 clusters Score -8837778 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -8839146.000000 Penalty: 3633.353271
	Iteration 4Q: 3 clusters Score -8839146 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -8840847.000000 Penalty: 3633.353271
	Iteration 5Q: 3 clusters Score -8840847 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -8842835.000000 Penalty: 3633.353271
	Iteration 6F: 3 clusters Score -8842835 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -8844890.000000 Penalty: 3633.353271
	Iteration 7F: 3 clusters Score -8844890 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -8846904.000000 Penalty: 3633.353271
	Iteration 8F: 3 clusters Score -8846904 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -8848835.000000 Penalty: 3633.353271
	Iteration 9F: 3 clusters Score -8848835 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -8850761.000000 Penalty: 3633.353271
	Iteration 10Q: 3 clusters Score -8850761 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -8852948.000000 Penalty: 3633.353271
	Iteration 11Q: 3 clusters Score -8852948 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -8855056.000000 Penalty: 3633.353271
	Iteration 12Q: 3 clusters Score -8855056 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -8856825.000000 Penalty: 3633.353271
	Iteration 13Q: 3 clusters Score -8856825 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -8858144.000000 Penalty: 3633.353271
	Iteration 14Q: 3 clusters Score -8858144 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -8859048.000000 Penalty: 3633.353271
	Iteration 15Q: 3 clusters Score -8859048 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -8859707.000000 Penalty: 3633.353271
	Iteration 16Q: 3 clusters Score -8859707 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -8860138.000000 Penalty: 3633.353271
	Iteration 17Q: 3 clusters Score -8860138 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -8860480.000000 Penalty: 3633.353271
	Iteration 18Q: 3 clusters Score -8860480 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -8860849.000000 Penalty: 3633.353271
	Iteration 19Q: 3 clusters Score -8860849 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -8861191.000000 Penalty: 3633.353271
	Iteration 20F: 3 clusters Score -8861191 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -8861582.000000 Penalty: 3633.353271
	Iteration 21Q: 3 clusters Score -8861582 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -8861878.000000 Penalty: 3633.353271
	Iteration 22Q: 3 clusters Score -8861878 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -8862246.000000 Penalty: 3633.353271
	Iteration 23Q: 3 clusters Score -8862246 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -8862629.000000 Penalty: 3633.353271
	Iteration 24Q: 3 clusters Score -8862629 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -8862961.000000 Penalty: 3633.353271
	Iteration 25Q: 3 clusters Score -8862961 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -8863298.000000 Penalty: 3633.353271
	Iteration 26Q: 3 clusters Score -8863298 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -8863767.000000 Penalty: 3633.353271
	Iteration 27Q: 3 clusters Score -8863767 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67938 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -8864100.000000 Penalty: 3633.353271
	Iteration 28Q: 3 clusters Score -8864100 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -8864293.000000 Penalty: 3633.353271
	Iteration 29Q: 3 clusters Score -8864293 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -8864382.000000 Penalty: 3633.353271
	Iteration 30Q: 3 clusters Score -8864382 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -8864435.000000 Penalty: 3633.353271
	Iteration 31Q: 3 clusters Score -8864435 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -8864455.000000 Penalty: 3633.353271
	Iteration 32Q: 3 clusters Score -8864455 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8864462.000000 Penalty: 3633.353271
	Iteration 33Q: 3 clusters Score -8864462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -8864463.000000 Penalty: 3633.353271
	Iteration 34Q: 3 clusters Score -8864463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -8864472.000000 Penalty: 3633.353271
	Iteration 35Q: 3 clusters Score -8864472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -8864467.000000 Penalty: 3633.353271
	Iteration 36Q: 3 clusters Score -8864467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8864474.000000 Penalty: 3633.353271
	Iteration 37Q: 3 clusters Score -8864474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -8864470.000000 Penalty: 3633.353271
	Iteration 38Q: 3 clusters Score -8864470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -8864470.000000 Penalty: 3633.353271
	Iteration 39Q: 3 clusters Score -8864470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -8864469.000000 Penalty: 3633.353271
	Iteration 40F: 3 clusters Score -8864469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -8864472.000000 Penalty: 3633.353271
	Iteration 41Q: 3 clusters Score -8864472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68310 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -8864481.000000 Penalty: 3633.353271
	Iteration 42Q: 3 clusters Score -8864481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -8864474.000000 Penalty: 3633.353271
	Iteration 43Q: 3 clusters Score -8864474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -8864472.000000 Penalty: 3633.353271
	Iteration 44Q: 3 clusters Score -8864472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -8864478.000000 Penalty: 3633.353271
	Iteration 45Q: 3 clusters Score -8864478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -8864475.000000 Penalty: 3633.353271
	Iteration 46Q: 3 clusters Score -8864475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -8864475.000000 Penalty: 3633.353271
	Iteration 47F: 3 clusters Score -8864475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8527 members 
Mstep: Class 3 contains 8534 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 68740 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 87317 members 
Mstep: Class 9 contains 16331 members 
Mstep: Class 10 contains 7008 members 
Mstep: Class 11 contains 85296 members 
Mstep: Class 12 contains 3391 members 
Mstep: Class 13 contains 32916 members 
Mstep: Class 14 contains 53905 members 
Mstep: Class 15 contains 34840 members 
Mstep: Class 16 contains 68313 members 
Mstep: Class 17 contains 12464 members 
Mstep: Class 18 contains 4645 members 
Mstep: Class 19 contains 4463 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 722 members 
Mstep: Class 22 contains 3337 members 
Entering Unmasked Estep 
Score: -62584800.000000 Penalty: 47016.460938
Splitting cluster 16 changes total score from -62574448.000000 to -62584800.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (12464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Entering Unmasked Estep 
Score: -1544920.750000 Penalty: 1532.472534
	Iteration 0F: 2 clusters Score -1544921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1536202.250000 Penalty: 3064.945068
	Iteration 0F: 3 clusters Score -1536202 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1539151.750000 Penalty: 3064.945068
	Iteration 1F: 3 clusters Score -1539152 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1539475.625000 Penalty: 3064.945068
	Iteration 2F: 3 clusters Score -1539476 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1539776.125000 Penalty: 3064.945068
	Iteration 3F: 3 clusters Score -1539776 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1540065.875000 Penalty: 3064.945068
	Iteration 4Q: 3 clusters Score -1540066 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1540359.750000 Penalty: 3064.945068
	Iteration 5Q: 3 clusters Score -1540360 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1540736.250000 Penalty: 3064.945068
	Iteration 6Q: 3 clusters Score -1540736 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1541245.500000 Penalty: 3064.945068
	Iteration 7Q: 3 clusters Score -1541246 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1542109.500000 Penalty: 3064.945068
	Iteration 8F: 3 clusters Score -1542110 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1543287.250000 Penalty: 3064.945068
	Iteration 9F: 3 clusters Score -1543287 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1544213.750000 Penalty: 3064.945068
	Iteration 10F: 3 clusters Score -1544214 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1544780.500000 Penalty: 3064.945068
	Iteration 11F: 3 clusters Score -1544780 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1545173.000000 Penalty: 3064.945068
	Iteration 12Q: 3 clusters Score -1545173 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1545487.125000 Penalty: 3064.945068
	Iteration 13Q: 3 clusters Score -1545487 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1545780.250000 Penalty: 3064.945068
	Iteration 14Q: 3 clusters Score -1545780 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1546103.125000 Penalty: 3064.945068
	Iteration 15Q: 3 clusters Score -1546103 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1546491.875000 Penalty: 3064.945068
	Iteration 16Q: 3 clusters Score -1546492 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1546862.875000 Penalty: 3064.945068
	Iteration 17Q: 3 clusters Score -1546863 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1547130.000000 Penalty: 3064.945068
	Iteration 18Q: 3 clusters Score -1547130 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1547355.125000 Penalty: 3064.945068
	Iteration 19Q: 3 clusters Score -1547355 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1547491.250000 Penalty: 3064.945068
	Iteration 20F: 3 clusters Score -1547491 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1547586.125000 Penalty: 3064.945068
	Iteration 21Q: 3 clusters Score -1547586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1547632.875000 Penalty: 3064.945068
	Iteration 22Q: 3 clusters Score -1547633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1547660.500000 Penalty: 3064.945068
	Iteration 23Q: 3 clusters Score -1547660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1547669.500000 Penalty: 3064.945068
	Iteration 24Q: 3 clusters Score -1547670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1547674.625000 Penalty: 3064.945068
	Iteration 25Q: 3 clusters Score -1547675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1547675.625000 Penalty: 3064.945068
	Iteration 26Q: 3 clusters Score -1547676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1547678.750000 Penalty: 3064.945068
	Iteration 27Q: 3 clusters Score -1547679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1547677.000000 Penalty: 3064.945068
	Iteration 28Q: 3 clusters Score -1547677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1547677.000000 Penalty: 3064.945068
	Iteration 29F: 3 clusters Score -1547677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8527 members 
Mstep: Class 3 contains 8534 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 68740 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 87317 members 
Mstep: Class 9 contains 16331 members 
Mstep: Class 10 contains 7008 members 
Mstep: Class 11 contains 85296 members 
Mstep: Class 12 contains 3391 members 
Mstep: Class 13 contains 32916 members 
Mstep: Class 14 contains 53905 members 
Mstep: Class 15 contains 34840 members 
Mstep: Class 16 contains 68313 members 
Mstep: Class 17 contains 3481 members 
Mstep: Class 18 contains 4645 members 
Mstep: Class 19 contains 4463 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 722 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 8983 members 
Entering Unmasked Estep 
Score: -62587008.000000 Penalty: 49153.574219
Splitting cluster 17 changes total score from -62574448.000000 to -62587008.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -572527.625000 Penalty: 1372.076294
	Iteration 0F: 2 clusters Score -572527.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -568840.375000 Penalty: 2744.152588
	Iteration 0F: 3 clusters Score -568840.4 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -569926.250000 Penalty: 2744.152588
	Iteration 1F: 3 clusters Score -569926.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -570119.437500 Penalty: 2744.152588
	Iteration 2F: 3 clusters Score -570119.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -570330.812500 Penalty: 2744.152588
	Iteration 3F: 3 clusters Score -570330.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -570603.062500 Penalty: 2744.152588
	Iteration 4F: 3 clusters Score -570603.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -570982.000000 Penalty: 2744.152588
	Iteration 5F: 3 clusters Score -570982 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -571287.062500 Penalty: 2744.152588
	Iteration 6F: 3 clusters Score -571287.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -571536.562500 Penalty: 2744.152588
	Iteration 7F: 3 clusters Score -571536.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -571710.437500 Penalty: 2744.152588
	Iteration 8Q: 3 clusters Score -571710.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -571842.562500 Penalty: 2744.152588
	Iteration 9Q: 3 clusters Score -571842.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -572017.437500 Penalty: 2744.152588
	Iteration 10Q: 3 clusters Score -572017.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -572179.312500 Penalty: 2744.152588
	Iteration 11Q: 3 clusters Score -572179.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -572318.875000 Penalty: 2744.152588
	Iteration 12Q: 3 clusters Score -572318.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -572417.375000 Penalty: 2744.152588
	Iteration 13Q: 3 clusters Score -572417.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -572458.750000 Penalty: 2744.152588
	Iteration 14Q: 3 clusters Score -572458.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -572475.562500 Penalty: 2744.152588
	Iteration 15Q: 3 clusters Score -572475.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -572486.250000 Penalty: 2744.152588
	Iteration 16Q: 3 clusters Score -572486.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -572489.312500 Penalty: 2744.152588
	Iteration 17Q: 3 clusters Score -572489.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -572492.812500 Penalty: 2744.152588
	Iteration 18Q: 3 clusters Score -572492.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -572495.312500 Penalty: 2744.152588
	Iteration 19Q: 3 clusters Score -572495.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -572497.250000 Penalty: 2744.152588
	Iteration 20F: 3 clusters Score -572497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -572497.062500 Penalty: 2744.152588
	Iteration 21Q: 3 clusters Score -572497.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -572497.875000 Penalty: 2744.152588
	Iteration 22Q: 3 clusters Score -572497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -572499.187500 Penalty: 2744.152588
	Iteration 23Q: 3 clusters Score -572499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -572498.437500 Penalty: 2744.152588
	Iteration 24Q: 3 clusters Score -572498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -572498.125000 Penalty: 2744.152588
	Iteration 25Q: 3 clusters Score -572498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -572499.625000 Penalty: 2744.152588
	Iteration 26Q: 3 clusters Score -572499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -572499.062500 Penalty: 2744.152588
	Iteration 27Q: 3 clusters Score -572499.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -572498.937500 Penalty: 2744.152588
	Iteration 28Q: 3 clusters Score -572498.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -572500.375000 Penalty: 2744.152588
	Iteration 29Q: 3 clusters Score -572500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -572500.375000 Penalty: 2744.152588
	Iteration 30Q: 3 clusters Score -572500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -572501.000000 Penalty: 2744.152588
	Iteration 31Q: 3 clusters Score -572501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -572501.000000 Penalty: 2744.152588
	Iteration 32F: 3 clusters Score -572501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Entering Unmasked Estep 
Score: -526362.875000 Penalty: 1365.581299
	Iteration 0F: 2 clusters Score -526362.9 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 2241 members 
Entering Unmasked Estep 
Score: -522698.343750 Penalty: 2731.162598
	Iteration 0F: 3 clusters Score -522698.3 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -523602.625000 Penalty: 2731.162598
	Iteration 1F: 3 clusters Score -523602.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -523764.687500 Penalty: 2731.162598
	Iteration 2F: 3 clusters Score -523764.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -523867.593750 Penalty: 2731.162598
	Iteration 3Q: 3 clusters Score -523867.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -523952.031250 Penalty: 2731.162598
	Iteration 4Q: 3 clusters Score -523952 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -524030.187500 Penalty: 2731.162598
	Iteration 5Q: 3 clusters Score -524030.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -524109.500000 Penalty: 2731.162598
	Iteration 6Q: 3 clusters Score -524109.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -524171.531250 Penalty: 2731.162598
	Iteration 7Q: 3 clusters Score -524171.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -524236.000000 Penalty: 2731.162598
	Iteration 8Q: 3 clusters Score -524236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -524283.250000 Penalty: 2731.162598
	Iteration 9Q: 3 clusters Score -524283.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -524326.937500 Penalty: 2731.162598
	Iteration 10Q: 3 clusters Score -524326.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -524364.375000 Penalty: 2731.162598
	Iteration 11Q: 3 clusters Score -524364.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -524400.437500 Penalty: 2731.162598
	Iteration 12Q: 3 clusters Score -524400.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -524427.375000 Penalty: 2731.162598
	Iteration 13Q: 3 clusters Score -524427.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -524453.750000 Penalty: 2731.162598
	Iteration 14Q: 3 clusters Score -524453.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -524470.500000 Penalty: 2731.162598
	Iteration 15Q: 3 clusters Score -524470.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -524484.687500 Penalty: 2731.162598
	Iteration 16Q: 3 clusters Score -524484.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -524501.437500 Penalty: 2731.162598
	Iteration 17Q: 3 clusters Score -524501.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -524517.000000 Penalty: 2731.162598
	Iteration 18Q: 3 clusters Score -524517 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -524541.187500 Penalty: 2731.162598
	Iteration 19Q: 3 clusters Score -524541.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -524570.812500 Penalty: 2731.162598
	Iteration 20F: 3 clusters Score -524570.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -524608.375000 Penalty: 2731.162598
	Iteration 21Q: 3 clusters Score -524608.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -524645.375000 Penalty: 2731.162598
	Iteration 22Q: 3 clusters Score -524645.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -524678.875000 Penalty: 2731.162598
	Iteration 23Q: 3 clusters Score -524678.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -524701.375000 Penalty: 2731.162598
	Iteration 24Q: 3 clusters Score -524701.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -524722.875000 Penalty: 2731.162598
	Iteration 25Q: 3 clusters Score -524722.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -524743.125000 Penalty: 2731.162598
	Iteration 26Q: 3 clusters Score -524743.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -524764.187500 Penalty: 2731.162598
	Iteration 27Q: 3 clusters Score -524764.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -524789.562500 Penalty: 2731.162598
	Iteration 28Q: 3 clusters Score -524789.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -524822.000000 Penalty: 2731.162598
	Iteration 29Q: 3 clusters Score -524822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -524861.125000 Penalty: 2731.162598
	Iteration 30Q: 3 clusters Score -524861.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -524897.062500 Penalty: 2731.162598
	Iteration 31Q: 3 clusters Score -524897.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -524924.437500 Penalty: 2731.162598
	Iteration 32Q: 3 clusters Score -524924.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -524947.437500 Penalty: 2731.162598
	Iteration 33Q: 3 clusters Score -524947.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -524966.562500 Penalty: 2731.162598
	Iteration 34Q: 3 clusters Score -524966.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -524989.062500 Penalty: 2731.162598
	Iteration 35Q: 3 clusters Score -524989.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -525003.562500 Penalty: 2731.162598
	Iteration 36Q: 3 clusters Score -525003.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -525015.562500 Penalty: 2731.162598
	Iteration 37Q: 3 clusters Score -525015.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -525031.562500 Penalty: 2731.162598
	Iteration 38Q: 3 clusters Score -525031.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -525041.687500 Penalty: 2731.162598
	Iteration 39Q: 3 clusters Score -525041.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -525056.312500 Penalty: 2731.162598
	Iteration 40F: 3 clusters Score -525056.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -525067.437500 Penalty: 2731.162598
	Iteration 41Q: 3 clusters Score -525067.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -525073.937500 Penalty: 2731.162598
	Iteration 42Q: 3 clusters Score -525073.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -525081.875000 Penalty: 2731.162598
	Iteration 43Q: 3 clusters Score -525081.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -525088.187500 Penalty: 2731.162598
	Iteration 44Q: 3 clusters Score -525088.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -525097.187500 Penalty: 2731.162598
	Iteration 45Q: 3 clusters Score -525097.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -525102.812500 Penalty: 2731.162598
	Iteration 46Q: 3 clusters Score -525102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -525109.000000 Penalty: 2731.162598
	Iteration 47Q: 3 clusters Score -525109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -525113.375000 Penalty: 2731.162598
	Iteration 48Q: 3 clusters Score -525113.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -525115.937500 Penalty: 2731.162598
	Iteration 49Q: 3 clusters Score -525115.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -525118.375000 Penalty: 2731.162598
	Iteration 50Q: 3 clusters Score -525118.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -525121.750000 Penalty: 2731.162598
	Iteration 51Q: 3 clusters Score -525121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -525123.562500 Penalty: 2731.162598
	Iteration 52Q: 3 clusters Score -525123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -525125.500000 Penalty: 2731.162598
	Iteration 53Q: 3 clusters Score -525125.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -525128.125000 Penalty: 2731.162598
	Iteration 54Q: 3 clusters Score -525128.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -525130.875000 Penalty: 2731.162598
	Iteration 55Q: 3 clusters Score -525130.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -525133.625000 Penalty: 2731.162598
	Iteration 56Q: 3 clusters Score -525133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -525134.312500 Penalty: 2731.162598
	Iteration 57Q: 3 clusters Score -525134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -525135.312500 Penalty: 2731.162598
	Iteration 58Q: 3 clusters Score -525135.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -525136.062500 Penalty: 2731.162598
	Iteration 59Q: 3 clusters Score -525136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -525136.937500 Penalty: 2731.162598
	Iteration 60F: 3 clusters Score -525136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -525139.187500 Penalty: 2731.162598
	Iteration 61Q: 3 clusters Score -525139.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -525139.062500 Penalty: 2731.162598
	Iteration 62Q: 3 clusters Score -525139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -525140.062500 Penalty: 2731.162598
	Iteration 63Q: 3 clusters Score -525140.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -525141.125000 Penalty: 2731.162598
	Iteration 64Q: 3 clusters Score -525141.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -525141.125000 Penalty: 2731.162598
	Iteration 65F: 3 clusters Score -525141.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -66532.109375 Penalty: 1069.579102
	Iteration 0F: 2 clusters Score -66532.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65553.992188 Penalty: 2139.158203
	Iteration 0F: 3 clusters Score -65553.99 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66612.531250 Penalty: 2139.158203
	Iteration 1F: 3 clusters Score -66612.53 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -66994.742188 Penalty: 2139.158203
	Iteration 2F: 3 clusters Score -66994.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -67256.562500 Penalty: 2139.158203
	Iteration 3Q: 3 clusters Score -67256.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -67344.546875 Penalty: 2139.158203
	Iteration 4Q: 3 clusters Score -67344.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -67368.085938 Penalty: 2139.158203
	Iteration 5Q: 3 clusters Score -67368.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -67369.593750 Penalty: 2139.158203
	Iteration 6Q: 3 clusters Score -67369.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -67372.062500 Penalty: 2139.158203
	Iteration 7Q: 3 clusters Score -67372.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -67404.476562 Penalty: 2139.158203
	Iteration 8F: 3 clusters Score -67404.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -67453.820312 Penalty: 2139.158203
	Iteration 9Q: 3 clusters Score -67453.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -67472.007812 Penalty: 2139.158203
	Iteration 10Q: 3 clusters Score -67472.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -67483.695312 Penalty: 2139.158203
	Iteration 11Q: 3 clusters Score -67483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -67558.468750 Penalty: 2139.158203
	Iteration 12Q: 3 clusters Score -67558.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -67614.210938 Penalty: 2139.158203
	Iteration 13Q: 3 clusters Score -67614.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -67627.367188 Penalty: 2139.158203
	Iteration 14Q: 3 clusters Score -67627.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -67630.781250 Penalty: 2139.158203
	Iteration 15Q: 3 clusters Score -67630.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -67635.742188 Penalty: 2139.158203
	Iteration 16F: 3 clusters Score -67635.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -67663.593750 Penalty: 2139.158203
	Iteration 17Q: 3 clusters Score -67663.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -67669.796875 Penalty: 2139.158203
	Iteration 18Q: 3 clusters Score -67669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -67669.796875 Penalty: 2139.158203
	Iteration 19F: 3 clusters Score -67669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8527 members 
Mstep: Class 3 contains 8534 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 68740 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 87317 members 
Mstep: Class 9 contains 16331 members 
Mstep: Class 10 contains 7008 members 
Mstep: Class 11 contains 85296 members 
Mstep: Class 12 contains 3391 members 
Mstep: Class 13 contains 32916 members 
Mstep: Class 14 contains 53905 members 
Mstep: Class 15 contains 34840 members 
Mstep: Class 16 contains 68313 members 
Mstep: Class 17 contains 3481 members 
Mstep: Class 18 contains 4645 members 
Mstep: Class 19 contains 4463 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 8983 members 
Mstep: Class 24 contains 159 members 
Entering Unmasked Estep 
Score: -62587056.000000 Penalty: 51290.683594
Splitting cluster 21 changes total score from -62574448.000000 to -62587056.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 3 contains 8534 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 68740 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 8 contains 87317 members 
Mstep: Class 10 contains 7008 members 
Mstep: Class 11 contains 85296 members 
Mstep: Class 12 contains 3391 members 
Mstep: Class 13 contains 32916 members 
Mstep: Class 14 contains 53905 members 
Mstep: Class 15 contains 34840 members 
Mstep: Class 16 contains 68313 members 
Mstep: Class 17 contains 3481 members 
Mstep: Class 18 contains 4645 members 
Mstep: Class 19 contains 4463 members 
Mstep: Class 21 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62591808.000000 Penalty: 51290.683594
Iteration 39Q: 25 clusters Score -6.259181e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8891 members 
Mstep: Class 3 contains 8294 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 67874 members 
Mstep: Class 6 contains 2188 members 
Mstep: Class 7 contains 5988 members 
Mstep: Class 8 contains 86986 members 
Mstep: Class 9 contains 16223 members 
Mstep: Class 10 contains 6807 members 
Mstep: Class 11 contains 85249 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 32935 members 
Mstep: Class 14 contains 53882 members 
Mstep: Class 15 contains 34557 members 
Mstep: Class 16 contains 69779 members 
Mstep: Class 17 contains 3685 members 
Mstep: Class 18 contains 4681 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 2664 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 3480 members 
Mstep: Class 23 contains 8641 members 
Mstep: Class 24 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62597272.000000 Penalty: 51290.683594
Iteration 40F: 25 clusters Score -6.259727e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 8181 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 68020 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 6255 members 
Mstep: Class 8 contains 86615 members 
Mstep: Class 9 contains 16521 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 84751 members 
Mstep: Class 12 contains 3587 members 
Mstep: Class 13 contains 32960 members 
Mstep: Class 14 contains 53665 members 
Mstep: Class 15 contains 34141 members 
Mstep: Class 16 contains 69683 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 4741 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 3702 members 
Mstep: Class 23 contains 8965 members 
Mstep: Class 24 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62600052.000000 Penalty: 51290.683594
Iteration 41Q: 25 clusters Score -6.260005e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9658 members 
Mstep: Class 3 contains 8177 members 
Mstep: Class 4 contains 1501 members 
Mstep: Class 5 contains 68039 members 
Mstep: Class 6 contains 2075 members 
Mstep: Class 7 contains 6446 members 
Mstep: Class 8 contains 86296 members 
Mstep: Class 9 contains 16643 members 
Mstep: Class 10 contains 6408 members 
Mstep: Class 11 contains 84495 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 33047 members 
Mstep: Class 14 contains 53468 members 
Mstep: Class 15 contains 33715 members 
Mstep: Class 16 contains 69882 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 4735 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 2720 members 
Mstep: Class 21 contains 496 members 
Mstep: Class 22 contains 3874 members 
Mstep: Class 23 contains 9169 members 
Mstep: Class 24 contains 164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62601800.000000 Penalty: 51290.683594
Iteration 42Q: 25 clusters Score -6.26018e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9916 members 
Mstep: Class 3 contains 8187 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 68002 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 6643 members 
Mstep: Class 8 contains 86039 members 
Mstep: Class 9 contains 16694 members 
Mstep: Class 10 contains 6238 members 
Mstep: Class 11 contains 84351 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 33097 members 
Mstep: Class 14 contains 53315 members 
Mstep: Class 15 contains 33278 members 
Mstep: Class 16 contains 70120 members 
Mstep: Class 17 contains 4084 members 
Mstep: Class 18 contains 4698 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 2716 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 4033 members 
Mstep: Class 23 contains 9340 members 
Mstep: Class 24 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62603052.000000 Penalty: 51290.683594
Iteration 43Q: 25 clusters Score -6.260305e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10143 members 
Mstep: Class 3 contains 8177 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 67927 members 
Mstep: Class 6 contains 2024 members 
Mstep: Class 7 contains 6823 members 
Mstep: Class 8 contains 85838 members 
Mstep: Class 9 contains 16733 members 
Mstep: Class 10 contains 6071 members 
Mstep: Class 11 contains 84227 members 
Mstep: Class 12 contains 3561 members 
Mstep: Class 13 contains 33153 members 
Mstep: Class 14 contains 53214 members 
Mstep: Class 15 contains 32836 members 
Mstep: Class 16 contains 70371 members 
Mstep: Class 17 contains 4254 members 
Mstep: Class 18 contains 4625 members 
Mstep: Class 19 contains 4524 members 
Mstep: Class 20 contains 2696 members 
Mstep: Class 21 contains 484 members 
Mstep: Class 22 contains 4184 members 
Mstep: Class 23 contains 9531 members 
Mstep: Class 24 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62604072.000000 Penalty: 51290.683594
Iteration 44Q: 25 clusters Score -6.260407e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10363 members 
Mstep: Class 3 contains 8166 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 67830 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 6991 members 
Mstep: Class 8 contains 85667 members 
Mstep: Class 9 contains 16755 members 
Mstep: Class 10 contains 5942 members 
Mstep: Class 11 contains 84147 members 
Mstep: Class 12 contains 3557 members 
Mstep: Class 13 contains 33206 members 
Mstep: Class 14 contains 53115 members 
Mstep: Class 15 contains 32377 members 
Mstep: Class 16 contains 70594 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 18 contains 4552 members 
Mstep: Class 19 contains 4505 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 4295 members 
Mstep: Class 23 contains 9757 members 
Mstep: Class 24 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62604904.000000 Penalty: 51290.683594
Iteration 45Q: 25 clusters Score -6.26049e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 8171 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 67654 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 7149 members 
Mstep: Class 8 contains 85537 members 
Mstep: Class 9 contains 16775 members 
Mstep: Class 10 contains 5814 members 
Mstep: Class 11 contains 84117 members 
Mstep: Class 12 contains 3555 members 
Mstep: Class 13 contains 33274 members 
Mstep: Class 14 contains 53050 members 
Mstep: Class 15 contains 31917 members 
Mstep: Class 16 contains 70781 members 
Mstep: Class 17 contains 4535 members 
Mstep: Class 18 contains 4495 members 
Mstep: Class 19 contains 4484 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 4394 members 
Mstep: Class 23 contains 10008 members 
Mstep: Class 24 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62605732.000000 Penalty: 51290.683594
Iteration 46Q: 25 clusters Score -6.260573e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 8173 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 67431 members 
Mstep: Class 6 contains 1978 members 
Mstep: Class 7 contains 7290 members 
Mstep: Class 8 contains 85438 members 
Mstep: Class 9 contains 16792 members 
Mstep: Class 10 contains 5693 members 
Mstep: Class 11 contains 84088 members 
Mstep: Class 12 contains 3554 members 
Mstep: Class 13 contains 33332 members 
Mstep: Class 14 contains 53071 members 
Mstep: Class 15 contains 31496 members 
Mstep: Class 16 contains 70855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 4443 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 2665 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 4495 members 
Mstep: Class 23 contains 10287 members 
Mstep: Class 24 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62606088.000000 Penalty: 51290.683594
Iteration 47Q: 25 clusters Score -6.260609e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10949 members 
Mstep: Class 3 contains 8167 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 67192 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 7407 members 
Mstep: Class 8 contains 85365 members 
Mstep: Class 9 contains 16804 members 
Mstep: Class 10 contains 5573 members 
Mstep: Class 11 contains 84086 members 
Mstep: Class 12 contains 3555 members 
Mstep: Class 13 contains 33416 members 
Mstep: Class 14 contains 53086 members 
Mstep: Class 15 contains 31053 members 
Mstep: Class 16 contains 70846 members 
Mstep: Class 17 contains 4793 members 
Mstep: Class 18 contains 4411 members 
Mstep: Class 19 contains 4426 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 466 members 
Mstep: Class 22 contains 4576 members 
Mstep: Class 23 contains 10612 members 
Mstep: Class 24 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62606480.000000 Penalty: 51290.683594
Iteration 48Q: 25 clusters Score -6.260648e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 8157 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 66903 members 
Mstep: Class 6 contains 1967 members 
Mstep: Class 7 contains 7528 members 
Mstep: Class 8 contains 85301 members 
Mstep: Class 9 contains 16805 members 
Mstep: Class 10 contains 5480 members 
Mstep: Class 11 contains 84098 members 
Mstep: Class 12 contains 3556 members 
Mstep: Class 13 contains 33485 members 
Mstep: Class 14 contains 53132 members 
Mstep: Class 15 contains 30622 members 
Mstep: Class 16 contains 70795 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 4386 members 
Mstep: Class 19 contains 4400 members 
Mstep: Class 20 contains 2653 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 10947 members 
Mstep: Class 24 contains 164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62606804.000000 Penalty: 51290.683594
Iteration 49Q: 25 clusters Score -6.26068e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11364 members 
Mstep: Class 3 contains 8153 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 66601 members 
Mstep: Class 6 contains 1960 members 
Mstep: Class 7 contains 7621 members 
Mstep: Class 8 contains 85246 members 
Mstep: Class 9 contains 16816 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 84119 members 
Mstep: Class 12 contains 3552 members 
Mstep: Class 13 contains 33562 members 
Mstep: Class 14 contains 53214 members 
Mstep: Class 15 contains 30193 members 
Mstep: Class 16 contains 70677 members 
Mstep: Class 17 contains 5009 members 
Mstep: Class 18 contains 4354 members 
Mstep: Class 19 contains 4373 members 
Mstep: Class 20 contains 2650 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 4765 members 
Mstep: Class 23 contains 11321 members 
Mstep: Class 24 contains 164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62607316.000000 Penalty: 51290.683594
Iteration 50Q: 25 clusters Score -6.260732e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11585 members 
Mstep: Class 3 contains 8156 members 
Mstep: Class 4 contains 1499 members 
Mstep: Class 5 contains 66282 members 
Mstep: Class 6 contains 1956 members 
Mstep: Class 7 contains 7696 members 
Mstep: Class 8 contains 85196 members 
Mstep: Class 9 contains 16828 members 
Mstep: Class 10 contains 5288 members 
Mstep: Class 11 contains 84165 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 33634 members 
Mstep: Class 14 contains 53310 members 
Mstep: Class 15 contains 29758 members 
Mstep: Class 16 contains 70564 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 4313 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 2643 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 4862 members 
Mstep: Class 23 contains 11688 members 
Mstep: Class 24 contains 164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62607916.000000 Penalty: 51290.683594
Iteration 51Q: 25 clusters Score -6.260792e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11797 members 
Mstep: Class 3 contains 8154 members 
Mstep: Class 4 contains 1502 members 
Mstep: Class 5 contains 65993 members 
Mstep: Class 6 contains 1955 members 
Mstep: Class 7 contains 7770 members 
Mstep: Class 8 contains 85150 members 
Mstep: Class 9 contains 16841 members 
Mstep: Class 10 contains 5188 members 
Mstep: Class 11 contains 84212 members 
Mstep: Class 12 contains 3549 members 
Mstep: Class 13 contains 33712 members 
Mstep: Class 14 contains 53423 members 
Mstep: Class 15 contains 29313 members 
Mstep: Class 16 contains 70370 members 
Mstep: Class 17 contains 5219 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 4324 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 4958 members 
Mstep: Class 23 contains 12083 members 
Mstep: Class 24 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62608180.000000 Penalty: 51290.683594
Iteration 52Q: 25 clusters Score -6.260818e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12041 members 
Mstep: Class 3 contains 8167 members 
Mstep: Class 4 contains 1502 members 
Mstep: Class 5 contains 65730 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 7808 members 
Mstep: Class 8 contains 85120 members 
Mstep: Class 9 contains 16849 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 11 contains 84226 members 
Mstep: Class 12 contains 3549 members 
Mstep: Class 13 contains 33806 members 
Mstep: Class 14 contains 53530 members 
Mstep: Class 15 contains 28877 members 
Mstep: Class 16 contains 70156 members 
Mstep: Class 17 contains 5304 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 4298 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 5054 members 
Mstep: Class 23 contains 12492 members 
Mstep: Class 24 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62608808.000000 Penalty: 51290.683594
Iteration 53Q: 25 clusters Score -6.260881e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12299 members 
Mstep: Class 3 contains 8171 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 65488 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 7842 members 
Mstep: Class 8 contains 85088 members 
Mstep: Class 9 contains 16851 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 84217 members 
Mstep: Class 12 contains 3548 members 
Mstep: Class 13 contains 33902 members 
Mstep: Class 14 contains 53591 members 
Mstep: Class 15 contains 28457 members 
Mstep: Class 16 contains 70025 members 
Mstep: Class 17 contains 5384 members 
Mstep: Class 18 contains 4191 members 
Mstep: Class 19 contains 4284 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 5118 members 
Mstep: Class 23 contains 12911 members 
Mstep: Class 24 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62609480.000000 Penalty: 51290.683594
Iteration 54Q: 25 clusters Score -6.260948e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12560 members 
Mstep: Class 3 contains 8167 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 65261 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 7871 members 
Mstep: Class 8 contains 85061 members 
Mstep: Class 9 contains 16853 members 
Mstep: Class 10 contains 4902 members 
Mstep: Class 11 contains 84198 members 
Mstep: Class 12 contains 3549 members 
Mstep: Class 13 contains 33975 members 
Mstep: Class 14 contains 53681 members 
Mstep: Class 15 contains 28037 members 
Mstep: Class 16 contains 69897 members 
Mstep: Class 17 contains 5449 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 4273 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 13315 members 
Mstep: Class 24 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62610032.000000 Penalty: 51290.683594
Iteration 55Q: 25 clusters Score -6.261003e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12816 members 
Mstep: Class 3 contains 8168 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 65051 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 7918 members 
Mstep: Class 8 contains 85031 members 
Mstep: Class 9 contains 16861 members 
Mstep: Class 10 contains 4823 members 
Mstep: Class 11 contains 84191 members 
Mstep: Class 12 contains 3547 members 
Mstep: Class 13 contains 34033 members 
Mstep: Class 14 contains 53799 members 
Mstep: Class 15 contains 27603 members 
Mstep: Class 16 contains 69796 members 
Mstep: Class 17 contains 5526 members 
Mstep: Class 18 contains 4091 members 
Mstep: Class 19 contains 4247 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 5203 members 
Mstep: Class 23 contains 13662 members 
Mstep: Class 24 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62610340.000000 Penalty: 51290.683594
Iteration 56Q: 25 clusters Score -6.261034e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13049 members 
Mstep: Class 3 contains 8177 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 64816 members 
Mstep: Class 6 contains 1937 members 
Mstep: Class 7 contains 7961 members 
Mstep: Class 8 contains 84999 members 
Mstep: Class 9 contains 16865 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 84154 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 34107 members 
Mstep: Class 14 contains 53974 members 
Mstep: Class 15 contains 27152 members 
Mstep: Class 16 contains 69702 members 
Mstep: Class 17 contains 5599 members 
Mstep: Class 18 contains 4053 members 
Mstep: Class 19 contains 4234 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 5206 members 
Mstep: Class 23 contains 14033 members 
Mstep: Class 24 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62610844.000000 Penalty: 51290.683594
Iteration 57Q: 25 clusters Score -6.261084e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13244 members 
Mstep: Class 3 contains 8187 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 64623 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 7999 members 
Mstep: Class 8 contains 84986 members 
Mstep: Class 9 contains 16871 members 
Mstep: Class 10 contains 4669 members 
Mstep: Class 11 contains 84123 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 34162 members 
Mstep: Class 14 contains 54152 members 
Mstep: Class 15 contains 26720 members 
Mstep: Class 16 contains 69627 members 
Mstep: Class 17 contains 5666 members 
Mstep: Class 18 contains 4006 members 
Mstep: Class 19 contains 4222 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 5205 members 
Mstep: Class 23 contains 14368 members 
Mstep: Class 24 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62610920.000000 Penalty: 51290.683594
Iteration 58Q: 25 clusters Score -6.261092e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13443 members 
Mstep: Class 3 contains 8200 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 64451 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 8035 members 
Mstep: Class 8 contains 84962 members 
Mstep: Class 9 contains 16874 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 84092 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 34235 members 
Mstep: Class 14 contains 54382 members 
Mstep: Class 15 contains 26261 members 
Mstep: Class 16 contains 69502 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 4212 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5197 members 
Mstep: Class 23 contains 14672 members 
Mstep: Class 24 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62611380.000000 Penalty: 51290.683594
Iteration 59Q: 25 clusters Score -6.261138e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13589 members 
Mstep: Class 3 contains 8215 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 64291 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 8064 members 
Mstep: Class 8 contains 84934 members 
Mstep: Class 9 contains 16879 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 84053 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 34304 members 
Mstep: Class 14 contains 54674 members 
Mstep: Class 15 contains 25807 members 
Mstep: Class 16 contains 69433 members 
Mstep: Class 17 contains 5796 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 4194 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5168 members 
Mstep: Class 23 contains 14963 members 
Mstep: Class 24 contains 166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62612124.000000 Penalty: 51290.683594
Iteration 60F: 25 clusters Score -6.261212e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14081 members 
Mstep: Class 3 contains 8233 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 64134 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 8079 members 
Mstep: Class 8 contains 84907 members 
Mstep: Class 9 contains 16883 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 84013 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 34359 members 
Mstep: Class 14 contains 54804 members 
Mstep: Class 15 contains 25210 members 
Mstep: Class 16 contains 69324 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 435 members 
Mstep: Class 22 contains 5105 members 
Mstep: Class 23 contains 15290 members 
Mstep: Class 24 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62612480.000000 Penalty: 51290.683594
Iteration 61Q: 25 clusters Score -6.261248e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 14640 members 
Mstep: Class 3 contains 8247 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 64000 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 8082 members 
Mstep: Class 8 contains 84887 members 
Mstep: Class 9 contains 16888 members 
Mstep: Class 10 contains 4438 members 
Mstep: Class 11 contains 83944 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 34420 members 
Mstep: Class 14 contains 54790 members 
Mstep: Class 15 contains 24689 members 
Mstep: Class 16 contains 69197 members 
Mstep: Class 17 contains 5900 members 
Mstep: Class 18 contains 3860 members 
Mstep: Class 19 contains 4167 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 15617 members 
Mstep: Class 24 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62613032.000000 Penalty: 51290.683594
Iteration 62Q: 25 clusters Score -6.261303e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15193 members 
Mstep: Class 3 contains 8257 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 63879 members 
Mstep: Class 6 contains 1929 members 
Mstep: Class 7 contains 8095 members 
Mstep: Class 8 contains 84861 members 
Mstep: Class 9 contains 16888 members 
Mstep: Class 10 contains 4397 members 
Mstep: Class 11 contains 83844 members 
Mstep: Class 12 contains 3538 members 
Mstep: Class 13 contains 34459 members 
Mstep: Class 14 contains 54808 members 
Mstep: Class 15 contains 24166 members 
Mstep: Class 16 contains 69107 members 
Mstep: Class 17 contains 5978 members 
Mstep: Class 18 contains 3836 members 
Mstep: Class 19 contains 4147 members 
Mstep: Class 20 contains 2644 members 
Mstep: Class 21 contains 424 members 
Mstep: Class 22 contains 4996 members 
Mstep: Class 23 contains 15915 members 
Mstep: Class 24 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62613528.000000 Penalty: 51290.683594
Iteration 63Q: 25 clusters Score -6.261353e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 15740 members 
Mstep: Class 3 contains 8262 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 63759 members 
Mstep: Class 6 contains 1928 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 8 contains 84853 members 
Mstep: Class 9 contains 16896 members 
Mstep: Class 10 contains 4371 members 
Mstep: Class 11 contains 83752 members 
Mstep: Class 12 contains 3536 members 
Mstep: Class 13 contains 34472 members 
Mstep: Class 14 contains 54813 members 
Mstep: Class 15 contains 23678 members 
Mstep: Class 16 contains 68972 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 3809 members 
Mstep: Class 19 contains 4136 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 421 members 
Mstep: Class 22 contains 4950 members 
Mstep: Class 23 contains 16202 members 
Mstep: Class 24 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62613944.000000 Penalty: 51290.683594
Iteration 64Q: 25 clusters Score -6.261394e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 16272 members 
Mstep: Class 3 contains 8260 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 63645 members 
Mstep: Class 6 contains 1929 members 
Mstep: Class 7 contains 8110 members 
Mstep: Class 8 contains 84847 members 
Mstep: Class 9 contains 16897 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 83649 members 
Mstep: Class 12 contains 3537 members 
Mstep: Class 13 contains 34484 members 
Mstep: Class 14 contains 54869 members 
Mstep: Class 15 contains 23203 members 
Mstep: Class 16 contains 68819 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 3797 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 16474 members 
Mstep: Class 24 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62614112.000000 Penalty: 51290.683594
Iteration 65Q: 25 clusters Score -6.261411e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 16803 members 
Mstep: Class 3 contains 8264 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 63546 members 
Mstep: Class 6 contains 1929 members 
Mstep: Class 7 contains 8111 members 
Mstep: Class 8 contains 84841 members 
Mstep: Class 9 contains 16895 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 83518 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 34484 members 
Mstep: Class 14 contains 54921 members 
Mstep: Class 15 contains 22762 members 
Mstep: Class 16 contains 68683 members 
Mstep: Class 17 contains 6192 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 4115 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 16725 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62614476.000000 Penalty: 51290.683594
Iteration 66Q: 25 clusters Score -6.261448e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 17296 members 
Mstep: Class 3 contains 8265 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 63450 members 
Mstep: Class 6 contains 1928 members 
Mstep: Class 7 contains 8113 members 
Mstep: Class 8 contains 84836 members 
Mstep: Class 9 contains 16903 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 83388 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 34486 members 
Mstep: Class 14 contains 55013 members 
Mstep: Class 15 contains 22282 members 
Mstep: Class 16 contains 68589 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 3762 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 4819 members 
Mstep: Class 23 contains 16945 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62614788.000000 Penalty: 51290.683594
Iteration 67Q: 25 clusters Score -6.261479e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17808 members 
Mstep: Class 3 contains 8265 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 63352 members 
Mstep: Class 6 contains 1925 members 
Mstep: Class 7 contains 8118 members 
Mstep: Class 8 contains 84830 members 
Mstep: Class 9 contains 16909 members 
Mstep: Class 10 contains 4303 members 
Mstep: Class 11 contains 83228 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 34493 members 
Mstep: Class 14 contains 55119 members 
Mstep: Class 15 contains 21814 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 3752 members 
Mstep: Class 19 contains 4101 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 4772 members 
Mstep: Class 23 contains 17156 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62615036.000000 Penalty: 51290.683594
Iteration 68Q: 25 clusters Score -6.261504e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 18291 members 
Mstep: Class 3 contains 8249 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 63264 members 
Mstep: Class 6 contains 1922 members 
Mstep: Class 7 contains 8135 members 
Mstep: Class 8 contains 84824 members 
Mstep: Class 9 contains 16916 members 
Mstep: Class 10 contains 4295 members 
Mstep: Class 11 contains 83047 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 34503 members 
Mstep: Class 14 contains 55207 members 
Mstep: Class 15 contains 21377 members 
Mstep: Class 16 contains 68466 members 
Mstep: Class 17 contains 6352 members 
Mstep: Class 18 contains 3747 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 4736 members 
Mstep: Class 23 contains 17342 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62615204.000000 Penalty: 51290.683594
Iteration 69Q: 25 clusters Score -6.26152e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 18749 members 
Mstep: Class 3 contains 8238 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 63190 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 8146 members 
Mstep: Class 8 contains 84818 members 
Mstep: Class 9 contains 16921 members 
Mstep: Class 10 contains 4287 members 
Mstep: Class 11 contains 82869 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 34498 members 
Mstep: Class 14 contains 55305 members 
Mstep: Class 15 contains 20934 members 
Mstep: Class 16 contains 68478 members 
Mstep: Class 17 contains 6402 members 
Mstep: Class 18 contains 3732 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 4691 members 
Mstep: Class 23 contains 17504 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62615532.000000 Penalty: 51290.683594
Iteration 70Q: 25 clusters Score -6.261553e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19198 members 
Mstep: Class 3 contains 8225 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 63115 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 8141 members 
Mstep: Class 8 contains 84811 members 
Mstep: Class 9 contains 16928 members 
Mstep: Class 10 contains 4274 members 
Mstep: Class 11 contains 82684 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 34495 members 
Mstep: Class 14 contains 55400 members 
Mstep: Class 15 contains 20490 members 
Mstep: Class 16 contains 68542 members 
Mstep: Class 17 contains 6443 members 
Mstep: Class 18 contains 3709 members 
Mstep: Class 19 contains 4075 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4662 members 
Mstep: Class 23 contains 17648 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62616000.000000 Penalty: 51290.683594
Iteration 71Q: 25 clusters Score -6.2616e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 19632 members 
Mstep: Class 3 contains 8219 members 
Mstep: Class 4 contains 1517 members 
Mstep: Class 5 contains 63062 members 
Mstep: Class 6 contains 1919 members 
Mstep: Class 7 contains 8137 members 
Mstep: Class 8 contains 84814 members 
Mstep: Class 9 contains 16935 members 
Mstep: Class 10 contains 4265 members 
Mstep: Class 11 contains 82478 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 34489 members 
Mstep: Class 14 contains 55553 members 
Mstep: Class 15 contains 20014 members 
Mstep: Class 16 contains 68585 members 
Mstep: Class 17 contains 6485 members 
Mstep: Class 18 contains 3693 members 
Mstep: Class 19 contains 4069 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 17784 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62616320.000000 Penalty: 51290.683594
Iteration 72Q: 25 clusters Score -6.261632e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20050 members 
Mstep: Class 3 contains 8211 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 63016 members 
Mstep: Class 6 contains 1919 members 
Mstep: Class 7 contains 8143 members 
Mstep: Class 8 contains 84817 members 
Mstep: Class 9 contains 16933 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 82260 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 34502 members 
Mstep: Class 14 contains 55663 members 
Mstep: Class 15 contains 19564 members 
Mstep: Class 16 contains 68655 members 
Mstep: Class 17 contains 6523 members 
Mstep: Class 18 contains 3679 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4590 members 
Mstep: Class 23 contains 17927 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62616344.000000 Penalty: 51290.683594
Iteration 73Q: 25 clusters Score -6.261634e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 20410 members 
Mstep: Class 3 contains 8191 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 62962 members 
Mstep: Class 6 contains 1919 members 
Mstep: Class 7 contains 8145 members 
Mstep: Class 8 contains 84826 members 
Mstep: Class 9 contains 16933 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 82064 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 34514 members 
Mstep: Class 14 contains 55763 members 
Mstep: Class 15 contains 19186 members 
Mstep: Class 16 contains 68713 members 
Mstep: Class 17 contains 6567 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 19 contains 4056 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4551 members 
Mstep: Class 23 contains 18068 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62616888.000000 Penalty: 51290.683594
Iteration 74Q: 25 clusters Score -6.261689e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 20721 members 
Mstep: Class 3 contains 8172 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 62908 members 
Mstep: Class 6 contains 1917 members 
Mstep: Class 7 contains 8139 members 
Mstep: Class 8 contains 84841 members 
Mstep: Class 9 contains 16940 members 
Mstep: Class 10 contains 4208 members 
Mstep: Class 11 contains 81886 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 34523 members 
Mstep: Class 14 contains 55919 members 
Mstep: Class 15 contains 18791 members 
Mstep: Class 16 contains 68780 members 
Mstep: Class 17 contains 6600 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 4050 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 18211 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62616968.000000 Penalty: 51290.683594
Iteration 75Q: 25 clusters Score -6.261697e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 20987 members 
Mstep: Class 3 contains 8147 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 62852 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 8139 members 
Mstep: Class 8 contains 84857 members 
Mstep: Class 9 contains 16939 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 81729 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 34532 members 
Mstep: Class 14 contains 56093 members 
Mstep: Class 15 contains 18386 members 
Mstep: Class 16 contains 68846 members 
Mstep: Class 17 contains 6639 members 
Mstep: Class 18 contains 3642 members 
Mstep: Class 19 contains 4041 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 18357 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62617232.000000 Penalty: 51290.683594
Iteration 76Q: 25 clusters Score -6.261723e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 21228 members 
Mstep: Class 3 contains 8121 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 62819 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 8142 members 
Mstep: Class 8 contains 84857 members 
Mstep: Class 9 contains 16939 members 
Mstep: Class 10 contains 4179 members 
Mstep: Class 11 contains 81589 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 34536 members 
Mstep: Class 14 contains 56254 members 
Mstep: Class 15 contains 18005 members 
Mstep: Class 16 contains 68914 members 
Mstep: Class 17 contains 6674 members 
Mstep: Class 18 contains 3626 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 18478 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62617320.000000 Penalty: 51290.683594
Iteration 77Q: 25 clusters Score -6.261732e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21448 members 
Mstep: Class 3 contains 8092 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 62789 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 8145 members 
Mstep: Class 8 contains 84856 members 
Mstep: Class 9 contains 16939 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 81478 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 34538 members 
Mstep: Class 14 contains 56456 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 16 contains 68949 members 
Mstep: Class 17 contains 6710 members 
Mstep: Class 18 contains 3608 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 2613 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4432 members 
Mstep: Class 23 contains 18603 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62617308.000000 Penalty: 51290.683594
Iteration 78Q: 25 clusters Score -6.261731e+07 nChanged 1033
Entering ConstructFrom: 
Score: -62617308.000000 Penalty: 51290.683594
Entering ConstructFrom: 
Trying to split cluster 1 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -209088.734375 Penalty: 1208.354492
	Iteration 0F: 2 clusters Score -209088.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -207223.031250 Penalty: 2416.708984
	Iteration 0F: 3 clusters Score -207223 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -207624.484375 Penalty: 2416.708984
	Iteration 1F: 3 clusters Score -207624.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -207721.531250 Penalty: 2416.708984
	Iteration 2F: 3 clusters Score -207721.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -207771.468750 Penalty: 2416.708984
	Iteration 3Q: 3 clusters Score -207771.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -207828.859375 Penalty: 2416.708984
	Iteration 4Q: 3 clusters Score -207828.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -207881.125000 Penalty: 2416.708984
	Iteration 5Q: 3 clusters Score -207881.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -207923.312500 Penalty: 2416.708984
	Iteration 6Q: 3 clusters Score -207923.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -207958.906250 Penalty: 2416.708984
	Iteration 7Q: 3 clusters Score -207958.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -207985.937500 Penalty: 2416.708984
	Iteration 8Q: 3 clusters Score -207985.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -207997.859375 Penalty: 2416.708984
	Iteration 9Q: 3 clusters Score -207997.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -208012.375000 Penalty: 2416.708984
	Iteration 10Q: 3 clusters Score -208012.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -208025.234375 Penalty: 2416.708984
	Iteration 11Q: 3 clusters Score -208025.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -208035.562500 Penalty: 2416.708984
	Iteration 12Q: 3 clusters Score -208035.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -208048.437500 Penalty: 2416.708984
	Iteration 13Q: 3 clusters Score -208048.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -208061.062500 Penalty: 2416.708984
	Iteration 14Q: 3 clusters Score -208061.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -208067.250000 Penalty: 2416.708984
	Iteration 15Q: 3 clusters Score -208067.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -208070.359375 Penalty: 2416.708984
	Iteration 16Q: 3 clusters Score -208070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -208071.328125 Penalty: 2416.708984
	Iteration 17Q: 3 clusters Score -208071.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -208072.031250 Penalty: 2416.708984
	Iteration 18Q: 3 clusters Score -208072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -208072.140625 Penalty: 2416.708984
	Iteration 19Q: 3 clusters Score -208072.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -208072.140625 Penalty: 2416.708984
	Iteration 20F: 3 clusters Score -208072.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Entering Unmasked Estep 
Score: -2732666.250000 Penalty: 1622.048462
	Iteration 0F: 2 clusters Score -2732666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2717930.500000 Penalty: 3244.096924
	Iteration 0F: 3 clusters Score -2717930 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2723094.750000 Penalty: 3244.096924
	Iteration 1F: 3 clusters Score -2723095 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2723422.000000 Penalty: 3244.096924
	Iteration 2Q: 3 clusters Score -2723422 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2723775.250000 Penalty: 3244.096924
	Iteration 3Q: 3 clusters Score -2723775 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2724263.500000 Penalty: 3244.096924
	Iteration 4Q: 3 clusters Score -2724264 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2724908.000000 Penalty: 3244.096924
	Iteration 5F: 3 clusters Score -2724908 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2725799.250000 Penalty: 3244.096924
	Iteration 6F: 3 clusters Score -2725799 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2726952.250000 Penalty: 3244.096924
	Iteration 7F: 3 clusters Score -2726952 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2728266.000000 Penalty: 3244.096924
	Iteration 8F: 3 clusters Score -2728266 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2729511.750000 Penalty: 3244.096924
	Iteration 9F: 3 clusters Score -2729512 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2730365.750000 Penalty: 3244.096924
	Iteration 10Q: 3 clusters Score -2730366 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2730795.500000 Penalty: 3244.096924
	Iteration 11Q: 3 clusters Score -2730796 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2731011.500000 Penalty: 3244.096924
	Iteration 12Q: 3 clusters Score -2731012 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2731098.000000 Penalty: 3244.096924
	Iteration 13Q: 3 clusters Score -2731098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2731163.750000 Penalty: 3244.096924
	Iteration 14Q: 3 clusters Score -2731164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2731199.000000 Penalty: 3244.096924
	Iteration 15Q: 3 clusters Score -2731199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2731223.250000 Penalty: 3244.096924
	Iteration 16Q: 3 clusters Score -2731223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2731232.750000 Penalty: 3244.096924
	Iteration 17Q: 3 clusters Score -2731233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2731243.500000 Penalty: 3244.096924
	Iteration 18Q: 3 clusters Score -2731244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2731250.250000 Penalty: 3244.096924
	Iteration 19Q: 3 clusters Score -2731250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2731263.500000 Penalty: 3244.096924
	Iteration 20F: 3 clusters Score -2731264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2731264.500000 Penalty: 3244.096924
	Iteration 21Q: 3 clusters Score -2731264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2731273.500000 Penalty: 3244.096924
	Iteration 22Q: 3 clusters Score -2731274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2731285.750000 Penalty: 3244.096924
	Iteration 23Q: 3 clusters Score -2731286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2731289.250000 Penalty: 3244.096924
	Iteration 24Q: 3 clusters Score -2731289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2731292.500000 Penalty: 3244.096924
	Iteration 25Q: 3 clusters Score -2731292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2731301.250000 Penalty: 3244.096924
	Iteration 26Q: 3 clusters Score -2731301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2731302.500000 Penalty: 3244.096924
	Iteration 27Q: 3 clusters Score -2731302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2731299.750000 Penalty: 3244.096924
	Iteration 28Q: 3 clusters Score -2731300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2731302.750000 Penalty: 3244.096924
	Iteration 29Q: 3 clusters Score -2731303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2731302.750000 Penalty: 3244.096924
	Iteration 30F: 3 clusters Score -2731303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Entering Unmasked Estep 
Score: -996055.750000 Penalty: 1461.673950
	Iteration 0F: 2 clusters Score -996055.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -990127.937500 Penalty: 2923.347900
	Iteration 0F: 3 clusters Score -990127.9 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -991904.187500 Penalty: 2923.347900
	Iteration 1F: 3 clusters Score -991904.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -992135.125000 Penalty: 2923.347900
	Iteration 2F: 3 clusters Score -992135.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -992321.687500 Penalty: 2923.347900
	Iteration 3F: 3 clusters Score -992321.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -992509.062500 Penalty: 2923.347900
	Iteration 4Q: 3 clusters Score -992509.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -992677.875000 Penalty: 2923.347900
	Iteration 5Q: 3 clusters Score -992677.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -992852.500000 Penalty: 2923.347900
	Iteration 6Q: 3 clusters Score -992852.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -993038.875000 Penalty: 2923.347900
	Iteration 7Q: 3 clusters Score -993038.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -993250.750000 Penalty: 2923.347900
	Iteration 8Q: 3 clusters Score -993250.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -993486.812500 Penalty: 2923.347900
	Iteration 9Q: 3 clusters Score -993486.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -993797.125000 Penalty: 2923.347900
	Iteration 10Q: 3 clusters Score -993797.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -994214.625000 Penalty: 2923.347900
	Iteration 11F: 3 clusters Score -994214.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -994815.375000 Penalty: 2923.347900
	Iteration 12F: 3 clusters Score -994815.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -995510.312500 Penalty: 2923.347900
	Iteration 13F: 3 clusters Score -995510.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -996070.562500 Penalty: 2923.347900
	Iteration 14F: 3 clusters Score -996070.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -996286.812500 Penalty: 2923.347900
	Iteration 15Q: 3 clusters Score -996286.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -996349.062500 Penalty: 2923.347900
	Iteration 16Q: 3 clusters Score -996349.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -996364.875000 Penalty: 2923.347900
	Iteration 17Q: 3 clusters Score -996364.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -996372.187500 Penalty: 2923.347900
	Iteration 18Q: 3 clusters Score -996372.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -996371.500000 Penalty: 2923.347900
	Iteration 19Q: 3 clusters Score -996371.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -996375.000000 Penalty: 2923.347900
	Iteration 20F: 3 clusters Score -996375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -996374.875000 Penalty: 2923.347900
	Iteration 21Q: 3 clusters Score -996374.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -996375.625000 Penalty: 2923.347900
	Iteration 22Q: 3 clusters Score -996375.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -996375.625000 Penalty: 2923.347900
	Iteration 23F: 3 clusters Score -996375.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21630 members 
Mstep: Class 3 contains 3541 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 62768 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 8164 members 
Mstep: Class 8 contains 84854 members 
Mstep: Class 9 contains 16942 members 
Mstep: Class 10 contains 4163 members 
Mstep: Class 11 contains 81371 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 34540 members 
Mstep: Class 14 contains 56683 members 
Mstep: Class 15 contains 17252 members 
Mstep: Class 16 contains 68949 members 
Mstep: Class 17 contains 6738 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 18720 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 4521 members 
Entering Unmasked Estep 
Score: -62617208.000000 Penalty: 53427.796875
Splitting cluster 3 changes total score from -62617308.000000 to -62617208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -184098.343750 Penalty: 1189.370361
	Iteration 0F: 2 clusters Score -184098.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -182321.531250 Penalty: 2378.740723
	Iteration 0F: 3 clusters Score -182321.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -182647.234375 Penalty: 2378.740723
	Iteration 1F: 3 clusters Score -182647.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -182729.343750 Penalty: 2378.740723
	Iteration 2F: 3 clusters Score -182729.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -182762.125000 Penalty: 2378.740723
	Iteration 3Q: 3 clusters Score -182762.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -182781.156250 Penalty: 2378.740723
	Iteration 4Q: 3 clusters Score -182781.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -182798.687500 Penalty: 2378.740723
	Iteration 5Q: 3 clusters Score -182798.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -182807.703125 Penalty: 2378.740723
	Iteration 6Q: 3 clusters Score -182807.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -182815.578125 Penalty: 2378.740723
	Iteration 7Q: 3 clusters Score -182815.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -182826.593750 Penalty: 2378.740723
	Iteration 8Q: 3 clusters Score -182826.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -182831.343750 Penalty: 2378.740723
	Iteration 9Q: 3 clusters Score -182831.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -182835.390625 Penalty: 2378.740723
	Iteration 10Q: 3 clusters Score -182835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -182838.593750 Penalty: 2378.740723
	Iteration 11Q: 3 clusters Score -182838.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -182840.859375 Penalty: 2378.740723
	Iteration 12Q: 3 clusters Score -182840.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182841.640625 Penalty: 2378.740723
	Iteration 13Q: 3 clusters Score -182841.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182841.640625 Penalty: 2378.740723
	Iteration 14F: 3 clusters Score -182841.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Entering Unmasked Estep 
Score: -7806235.000000 Penalty: 1795.170044
	Iteration 0F: 2 clusters Score -7806235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -7765227.500000 Penalty: 3590.340088
	Iteration 0F: 3 clusters Score -7765228 nChanged 29785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -7782018.000000 Penalty: 3590.340088
	Iteration 1F: 3 clusters Score -7782018 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -7782368.500000 Penalty: 3590.340088
	Iteration 2Q: 3 clusters Score -7782368 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -7782730.000000 Penalty: 3590.340088
	Iteration 3Q: 3 clusters Score -7782730 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -7783218.500000 Penalty: 3590.340088
	Iteration 4Q: 3 clusters Score -7783218 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -7783655.000000 Penalty: 3590.340088
	Iteration 5Q: 3 clusters Score -7783655 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -7784288.500000 Penalty: 3590.340088
	Iteration 6Q: 3 clusters Score -7784288 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -7785072.500000 Penalty: 3590.340088
	Iteration 7Q: 3 clusters Score -7785072 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -7786051.500000 Penalty: 3590.340088
	Iteration 8Q: 3 clusters Score -7786052 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -7787496.500000 Penalty: 3590.340088
	Iteration 9Q: 3 clusters Score -7787496 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -7789468.000000 Penalty: 3590.340088
	Iteration 10F: 3 clusters Score -7789468 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -7791928.000000 Penalty: 3590.340088
	Iteration 11F: 3 clusters Score -7791928 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -7794640.500000 Penalty: 3590.340088
	Iteration 12F: 3 clusters Score -7794640 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -7797198.000000 Penalty: 3590.340088
	Iteration 13F: 3 clusters Score -7797198 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -7799453.500000 Penalty: 3590.340088
	Iteration 14Q: 3 clusters Score -7799454 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -7801098.500000 Penalty: 3590.340088
	Iteration 15Q: 3 clusters Score -7801098 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 58695 members 
Entering Unmasked Estep 
Score: -7802215.500000 Penalty: 3590.340088
	Iteration 16Q: 3 clusters Score -7802216 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -7803063.000000 Penalty: 3590.340088
	Iteration 17Q: 3 clusters Score -7803063 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 60678 members 
Entering Unmasked Estep 
Score: -7803610.000000 Penalty: 3590.340088
	Iteration 18Q: 3 clusters Score -7803610 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -7803944.000000 Penalty: 3590.340088
	Iteration 19Q: 3 clusters Score -7803944 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -7804203.500000 Penalty: 3590.340088
	Iteration 20F: 3 clusters Score -7804204 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -7804357.000000 Penalty: 3590.340088
	Iteration 21Q: 3 clusters Score -7804357 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -7804482.500000 Penalty: 3590.340088
	Iteration 22Q: 3 clusters Score -7804482 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -7804576.500000 Penalty: 3590.340088
	Iteration 23Q: 3 clusters Score -7804576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -7804627.500000 Penalty: 3590.340088
	Iteration 24Q: 3 clusters Score -7804628 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -7804672.000000 Penalty: 3590.340088
	Iteration 25Q: 3 clusters Score -7804672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 62218 members 
Entering Unmasked Estep 
Score: -7804703.000000 Penalty: 3590.340088
	Iteration 26Q: 3 clusters Score -7804703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -7804703.500000 Penalty: 3590.340088
	Iteration 27Q: 3 clusters Score -7804704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -7804703.500000 Penalty: 3590.340088
	Iteration 28Q: 3 clusters Score -7804704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -7804698.000000 Penalty: 3590.340088
	Iteration 29Q: 3 clusters Score -7804698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -7804707.500000 Penalty: 3590.340088
	Iteration 30Q: 3 clusters Score -7804708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 62234 members 
Entering Unmasked Estep 
Score: -7804708.500000 Penalty: 3590.340088
	Iteration 31Q: 3 clusters Score -7804708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -7804712.000000 Penalty: 3590.340088
	Iteration 32Q: 3 clusters Score -7804712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -7804714.000000 Penalty: 3590.340088
	Iteration 33Q: 3 clusters Score -7804714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -7804714.000000 Penalty: 3590.340088
	Iteration 34F: 3 clusters Score -7804714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -222794.343750 Penalty: 1228.343750
	Iteration 0F: 2 clusters Score -222794.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -220744.281250 Penalty: 2456.687500
	Iteration 0F: 3 clusters Score -220744.3 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -221162.968750 Penalty: 2456.687500
	Iteration 1F: 3 clusters Score -221163 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -221285.468750 Penalty: 2456.687500
	Iteration 2F: 3 clusters Score -221285.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -221370.296875 Penalty: 2456.687500
	Iteration 3F: 3 clusters Score -221370.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -221413.046875 Penalty: 2456.687500
	Iteration 4Q: 3 clusters Score -221413 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -221444.890625 Penalty: 2456.687500
	Iteration 5Q: 3 clusters Score -221444.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -221472.968750 Penalty: 2456.687500
	Iteration 6Q: 3 clusters Score -221473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -221490.765625 Penalty: 2456.687500
	Iteration 7Q: 3 clusters Score -221490.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -221506.828125 Penalty: 2456.687500
	Iteration 8Q: 3 clusters Score -221506.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -221520.390625 Penalty: 2456.687500
	Iteration 9Q: 3 clusters Score -221520.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -221537.390625 Penalty: 2456.687500
	Iteration 10Q: 3 clusters Score -221537.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -221553.015625 Penalty: 2456.687500
	Iteration 11Q: 3 clusters Score -221553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -221568.078125 Penalty: 2456.687500
	Iteration 12Q: 3 clusters Score -221568.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -221581.671875 Penalty: 2456.687500
	Iteration 13Q: 3 clusters Score -221581.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -221591.593750 Penalty: 2456.687500
	Iteration 14Q: 3 clusters Score -221591.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -221600.421875 Penalty: 2456.687500
	Iteration 15Q: 3 clusters Score -221600.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -221608.234375 Penalty: 2456.687500
	Iteration 16Q: 3 clusters Score -221608.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -221615.968750 Penalty: 2456.687500
	Iteration 17Q: 3 clusters Score -221616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -221623.609375 Penalty: 2456.687500
	Iteration 18Q: 3 clusters Score -221623.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -221627.953125 Penalty: 2456.687500
	Iteration 19Q: 3 clusters Score -221628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -221630.250000 Penalty: 2456.687500
	Iteration 20F: 3 clusters Score -221630.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -221631.859375 Penalty: 2456.687500
	Iteration 21Q: 3 clusters Score -221631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -221634.937500 Penalty: 2456.687500
	Iteration 22Q: 3 clusters Score -221634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -221635.515625 Penalty: 2456.687500
	Iteration 23Q: 3 clusters Score -221635.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -221636.750000 Penalty: 2456.687500
	Iteration 24Q: 3 clusters Score -221636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -221638.781250 Penalty: 2456.687500
	Iteration 25Q: 3 clusters Score -221638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -221639.859375 Penalty: 2456.687500
	Iteration 26Q: 3 clusters Score -221639.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -221641.546875 Penalty: 2456.687500
	Iteration 27Q: 3 clusters Score -221641.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -221644.031250 Penalty: 2456.687500
	Iteration 28Q: 3 clusters Score -221644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -221646.109375 Penalty: 2456.687500
	Iteration 29Q: 3 clusters Score -221646.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -221648.265625 Penalty: 2456.687500
	Iteration 30Q: 3 clusters Score -221648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -221648.203125 Penalty: 2456.687500
	Iteration 31Q: 3 clusters Score -221648.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -221648.203125 Penalty: 2456.687500
	Iteration 32F: 3 clusters Score -221648.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -964837.187500 Penalty: 1463.717041
	Iteration 0F: 2 clusters Score -964837.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -958791.062500 Penalty: 2927.434082
	Iteration 0F: 3 clusters Score -958791.1 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -960677.250000 Penalty: 2927.434082
	Iteration 1F: 3 clusters Score -960677.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -960915.875000 Penalty: 2927.434082
	Iteration 2F: 3 clusters Score -960915.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -961094.000000 Penalty: 2927.434082
	Iteration 3F: 3 clusters Score -961094 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -961260.500000 Penalty: 2927.434082
	Iteration 4Q: 3 clusters Score -961260.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -961398.062500 Penalty: 2927.434082
	Iteration 5Q: 3 clusters Score -961398.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -961524.750000 Penalty: 2927.434082
	Iteration 6Q: 3 clusters Score -961524.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -961677.187500 Penalty: 2927.434082
	Iteration 7Q: 3 clusters Score -961677.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -961839.625000 Penalty: 2927.434082
	Iteration 8Q: 3 clusters Score -961839.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -961974.187500 Penalty: 2927.434082
	Iteration 9Q: 3 clusters Score -961974.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -962117.500000 Penalty: 2927.434082
	Iteration 10Q: 3 clusters Score -962117.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -962260.375000 Penalty: 2927.434082
	Iteration 11Q: 3 clusters Score -962260.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -962390.437500 Penalty: 2927.434082
	Iteration 12Q: 3 clusters Score -962390.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -962534.937500 Penalty: 2927.434082
	Iteration 13Q: 3 clusters Score -962534.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -962675.125000 Penalty: 2927.434082
	Iteration 14Q: 3 clusters Score -962675.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -962807.312500 Penalty: 2927.434082
	Iteration 15Q: 3 clusters Score -962807.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -962925.625000 Penalty: 2927.434082
	Iteration 16Q: 3 clusters Score -962925.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -963014.375000 Penalty: 2927.434082
	Iteration 17Q: 3 clusters Score -963014.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -963079.687500 Penalty: 2927.434082
	Iteration 18Q: 3 clusters Score -963079.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -963140.312500 Penalty: 2927.434082
	Iteration 19Q: 3 clusters Score -963140.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -963190.375000 Penalty: 2927.434082
	Iteration 20F: 3 clusters Score -963190.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -963226.250000 Penalty: 2927.434082
	Iteration 21Q: 3 clusters Score -963226.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -963263.312500 Penalty: 2927.434082
	Iteration 22Q: 3 clusters Score -963263.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -963285.937500 Penalty: 2927.434082
	Iteration 23Q: 3 clusters Score -963285.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -963310.187500 Penalty: 2927.434082
	Iteration 24Q: 3 clusters Score -963310.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -963334.562500 Penalty: 2927.434082
	Iteration 25Q: 3 clusters Score -963334.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -963358.000000 Penalty: 2927.434082
	Iteration 26Q: 3 clusters Score -963358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -963377.812500 Penalty: 2927.434082
	Iteration 27Q: 3 clusters Score -963377.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -963401.562500 Penalty: 2927.434082
	Iteration 28Q: 3 clusters Score -963401.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -963428.250000 Penalty: 2927.434082
	Iteration 29Q: 3 clusters Score -963428.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -963453.375000 Penalty: 2927.434082
	Iteration 30Q: 3 clusters Score -963453.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -963479.125000 Penalty: 2927.434082
	Iteration 31Q: 3 clusters Score -963479.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -963499.250000 Penalty: 2927.434082
	Iteration 32Q: 3 clusters Score -963499.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -963516.125000 Penalty: 2927.434082
	Iteration 33Q: 3 clusters Score -963516.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -963530.312500 Penalty: 2927.434082
	Iteration 34Q: 3 clusters Score -963530.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -963538.500000 Penalty: 2927.434082
	Iteration 35Q: 3 clusters Score -963538.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -963550.500000 Penalty: 2927.434082
	Iteration 36Q: 3 clusters Score -963550.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -963561.375000 Penalty: 2927.434082
	Iteration 37Q: 3 clusters Score -963561.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -963572.562500 Penalty: 2927.434082
	Iteration 38Q: 3 clusters Score -963572.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -963584.562500 Penalty: 2927.434082
	Iteration 39Q: 3 clusters Score -963584.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -963597.687500 Penalty: 2927.434082
	Iteration 40F: 3 clusters Score -963597.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -963601.562500 Penalty: 2927.434082
	Iteration 41Q: 3 clusters Score -963601.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -963606.187500 Penalty: 2927.434082
	Iteration 42Q: 3 clusters Score -963606.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -963610.312500 Penalty: 2927.434082
	Iteration 43Q: 3 clusters Score -963610.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -963614.062500 Penalty: 2927.434082
	Iteration 44Q: 3 clusters Score -963614.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -963614.937500 Penalty: 2927.434082
	Iteration 45Q: 3 clusters Score -963614.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -963616.437500 Penalty: 2927.434082
	Iteration 46Q: 3 clusters Score -963616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -963617.437500 Penalty: 2927.434082
	Iteration 47Q: 3 clusters Score -963617.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -963622.062500 Penalty: 2927.434082
	Iteration 48Q: 3 clusters Score -963622.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -963625.625000 Penalty: 2927.434082
	Iteration 49Q: 3 clusters Score -963625.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -963626.875000 Penalty: 2927.434082
	Iteration 50Q: 3 clusters Score -963626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -963626.500000 Penalty: 2927.434082
	Iteration 51Q: 3 clusters Score -963626.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -963626.125000 Penalty: 2927.434082
	Iteration 52Q: 3 clusters Score -963626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -963627.250000 Penalty: 2927.434082
	Iteration 53Q: 3 clusters Score -963627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -963628.125000 Penalty: 2927.434082
	Iteration 54Q: 3 clusters Score -963628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -963628.187500 Penalty: 2927.434082
	Iteration 55Q: 3 clusters Score -963628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -963629.500000 Penalty: 2927.434082
	Iteration 56Q: 3 clusters Score -963629.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -963629.500000 Penalty: 2927.434082
	Iteration 57F: 3 clusters Score -963629.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Entering Unmasked Estep 
Score: -10480390.000000 Penalty: 1844.161621
	Iteration 0F: 2 clusters Score -1.048039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -10428249.000000 Penalty: 3688.323242
	Iteration 0F: 3 clusters Score -1.042825e+07 nChanged 40311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -10452243.000000 Penalty: 3688.323242
	Iteration 1F: 3 clusters Score -1.045224e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -10453475.000000 Penalty: 3688.323242
	Iteration 2Q: 3 clusters Score -1.045348e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -10455470.000000 Penalty: 3688.323242
	Iteration 3F: 3 clusters Score -1.045547e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -10458766.000000 Penalty: 3688.323242
	Iteration 4F: 3 clusters Score -1.045877e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -10464290.000000 Penalty: 3688.323242
	Iteration 5F: 3 clusters Score -1.046429e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 71819 members 
Entering Unmasked Estep 
Score: -10470415.000000 Penalty: 3688.323242
	Iteration 6F: 3 clusters Score -1.047042e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -10475177.000000 Penalty: 3688.323242
	Iteration 7F: 3 clusters Score -1.047518e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 81357 members 
Entering Unmasked Estep 
Score: -10477693.000000 Penalty: 3688.323242
	Iteration 8Q: 3 clusters Score -1.047769e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -10478696.000000 Penalty: 3688.323242
	Iteration 9Q: 3 clusters Score -1.04787e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 83451 members 
Entering Unmasked Estep 
Score: -10478998.000000 Penalty: 3688.323242
	Iteration 10Q: 3 clusters Score -1.0479e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 83764 members 
Entering Unmasked Estep 
Score: -10479160.000000 Penalty: 3688.323242
	Iteration 11Q: 3 clusters Score -1.047916e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -10479204.000000 Penalty: 3688.323242
	Iteration 12Q: 3 clusters Score -1.04792e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 84027 members 
Entering Unmasked Estep 
Score: -10479225.000000 Penalty: 3688.323242
	Iteration 13Q: 3 clusters Score -1.047922e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 84109 members 
Entering Unmasked Estep 
Score: -10479272.000000 Penalty: 3688.323242
	Iteration 14Q: 3 clusters Score -1.047927e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 84162 members 
Entering Unmasked Estep 
Score: -10479271.000000 Penalty: 3688.323242
	Iteration 15Q: 3 clusters Score -1.047927e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 84195 members 
Entering Unmasked Estep 
Score: -10479307.000000 Penalty: 3688.323242
	Iteration 16Q: 3 clusters Score -1.047931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 84216 members 
Entering Unmasked Estep 
Score: -10479315.000000 Penalty: 3688.323242
	Iteration 17Q: 3 clusters Score -1.047932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -10479324.000000 Penalty: 3688.323242
	Iteration 18Q: 3 clusters Score -1.047932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 84243 members 
Entering Unmasked Estep 
Score: -10479334.000000 Penalty: 3688.323242
	Iteration 19Q: 3 clusters Score -1.047933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 84254 members 
Entering Unmasked Estep 
Score: -10479336.000000 Penalty: 3688.323242
	Iteration 20F: 3 clusters Score -1.047934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 84260 members 
Entering Unmasked Estep 
Score: -10479341.000000 Penalty: 3688.323242
	Iteration 21Q: 3 clusters Score -1.047934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 84264 members 
Entering Unmasked Estep 
Score: -10479335.000000 Penalty: 3688.323242
	Iteration 22Q: 3 clusters Score -1.047934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -10479336.000000 Penalty: 3688.323242
	Iteration 23Q: 3 clusters Score -1.047934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
Score: -10479335.000000 Penalty: 3688.323242
	Iteration 24Q: 3 clusters Score -1.047934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -10479344.000000 Penalty: 3688.323242
	Iteration 25Q: 3 clusters Score -1.047934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -10479347.000000 Penalty: 3688.323242
	Iteration 26Q: 3 clusters Score -1.047935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 84281 members 
Entering Unmasked Estep 
Score: -10479351.000000 Penalty: 3688.323242
	Iteration 27Q: 3 clusters Score -1.047935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 84283 members 
Entering Unmasked Estep 
Score: -10479347.000000 Penalty: 3688.323242
	Iteration 28Q: 3 clusters Score -1.047935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 84284 members 
Entering Unmasked Estep 
Score: -10479351.000000 Penalty: 3688.323242
	Iteration 29Q: 3 clusters Score -1.047935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 84285 members 
Entering Unmasked Estep 
Score: -10479351.000000 Penalty: 3688.323242
	Iteration 30Q: 3 clusters Score -1.047935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -10479348.000000 Penalty: 3688.323242
	Iteration 31Q: 3 clusters Score -1.047935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 84288 members 
Entering Unmasked Estep 
Score: -10479354.000000 Penalty: 3688.323242
	Iteration 32Q: 3 clusters Score -1.047935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 84290 members 
Entering Unmasked Estep 
Score: -10479350.000000 Penalty: 3688.323242
	Iteration 33Q: 3 clusters Score -1.047935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -10479355.000000 Penalty: 3688.323242
	Iteration 34Q: 3 clusters Score -1.047936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -10479356.000000 Penalty: 3688.323242
	Iteration 35Q: 3 clusters Score -1.047936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -10479346.000000 Penalty: 3688.323242
	Iteration 36Q: 3 clusters Score -1.047935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -10479365.000000 Penalty: 3688.323242
	Iteration 37Q: 3 clusters Score -1.047936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 84304 members 
Entering Unmasked Estep 
Score: -10479368.000000 Penalty: 3688.323242
	Iteration 38Q: 3 clusters Score -1.047937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 84305 members 
Entering Unmasked Estep 
Score: -10479367.000000 Penalty: 3688.323242
	Iteration 39Q: 3 clusters Score -1.047937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 84306 members 
Entering Unmasked Estep 
Score: -10479370.000000 Penalty: 3688.323242
	Iteration 40F: 3 clusters Score -1.047937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -10479369.000000 Penalty: 3688.323242
	Iteration 41Q: 3 clusters Score -1.047937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -10479369.000000 Penalty: 3688.323242
	Iteration 42F: 3 clusters Score -1.047937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Entering Unmasked Estep 
Score: -2034831.125000 Penalty: 1582.352051
	Iteration 0F: 2 clusters Score -2034831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2023225.250000 Penalty: 3164.704102
	Iteration 0F: 3 clusters Score -2023225 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2027127.500000 Penalty: 3164.704102
	Iteration 1F: 3 clusters Score -2027128 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2027463.875000 Penalty: 3164.704102
	Iteration 2F: 3 clusters Score -2027464 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2027799.625000 Penalty: 3164.704102
	Iteration 3Q: 3 clusters Score -2027800 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2028184.375000 Penalty: 3164.704102
	Iteration 4Q: 3 clusters Score -2028184 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2028715.625000 Penalty: 3164.704102
	Iteration 5F: 3 clusters Score -2028716 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2029427.500000 Penalty: 3164.704102
	Iteration 6F: 3 clusters Score -2029428 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2030271.750000 Penalty: 3164.704102
	Iteration 7F: 3 clusters Score -2030272 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2031134.250000 Penalty: 3164.704102
	Iteration 8F: 3 clusters Score -2031134 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2031865.875000 Penalty: 3164.704102
	Iteration 9F: 3 clusters Score -2031866 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2032400.375000 Penalty: 3164.704102
	Iteration 10Q: 3 clusters Score -2032400 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2032770.000000 Penalty: 3164.704102
	Iteration 11Q: 3 clusters Score -2032770 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2033001.625000 Penalty: 3164.704102
	Iteration 12Q: 3 clusters Score -2033002 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2033157.000000 Penalty: 3164.704102
	Iteration 13Q: 3 clusters Score -2033157 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2033252.500000 Penalty: 3164.704102
	Iteration 14Q: 3 clusters Score -2033252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2033327.500000 Penalty: 3164.704102
	Iteration 15Q: 3 clusters Score -2033328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2033374.625000 Penalty: 3164.704102
	Iteration 16Q: 3 clusters Score -2033375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2033396.875000 Penalty: 3164.704102
	Iteration 17Q: 3 clusters Score -2033397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2033429.250000 Penalty: 3164.704102
	Iteration 18Q: 3 clusters Score -2033429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2033460.000000 Penalty: 3164.704102
	Iteration 19Q: 3 clusters Score -2033460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2033468.625000 Penalty: 3164.704102
	Iteration 20F: 3 clusters Score -2033469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2033475.500000 Penalty: 3164.704102
	Iteration 21Q: 3 clusters Score -2033476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2033476.500000 Penalty: 3164.704102
	Iteration 22Q: 3 clusters Score -2033476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2033478.000000 Penalty: 3164.704102
	Iteration 23Q: 3 clusters Score -2033478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2033481.750000 Penalty: 3164.704102
	Iteration 24Q: 3 clusters Score -2033482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2033483.125000 Penalty: 3164.704102
	Iteration 25Q: 3 clusters Score -2033483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2033485.625000 Penalty: 3164.704102
	Iteration 26Q: 3 clusters Score -2033486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2033488.375000 Penalty: 3164.704102
	Iteration 27Q: 3 clusters Score -2033488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2033493.125000 Penalty: 3164.704102
	Iteration 28Q: 3 clusters Score -2033493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2033493.375000 Penalty: 3164.704102
	Iteration 29Q: 3 clusters Score -2033493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2033496.250000 Penalty: 3164.704102
	Iteration 30Q: 3 clusters Score -2033496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2033496.250000 Penalty: 3164.704102
	Iteration 31F: 3 clusters Score -2033496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Entering Unmasked Estep 
Score: -524654.687500 Penalty: 1354.273560
	Iteration 0F: 2 clusters Score -524654.7 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 2089 members 
Entering Unmasked Estep 
Score: -521197.531250 Penalty: 2708.547119
	Iteration 0F: 3 clusters Score -521197.5 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -522107.500000 Penalty: 2708.547119
	Iteration 1F: 3 clusters Score -522107.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -522254.906250 Penalty: 2708.547119
	Iteration 2F: 3 clusters Score -522254.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -522359.250000 Penalty: 2708.547119
	Iteration 3Q: 3 clusters Score -522359.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -522427.875000 Penalty: 2708.547119
	Iteration 4Q: 3 clusters Score -522427.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -522469.437500 Penalty: 2708.547119
	Iteration 5Q: 3 clusters Score -522469.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -522504.656250 Penalty: 2708.547119
	Iteration 6Q: 3 clusters Score -522504.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -522535.375000 Penalty: 2708.547119
	Iteration 7Q: 3 clusters Score -522535.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -522551.687500 Penalty: 2708.547119
	Iteration 8Q: 3 clusters Score -522551.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -522563.562500 Penalty: 2708.547119
	Iteration 9Q: 3 clusters Score -522563.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -522576.812500 Penalty: 2708.547119
	Iteration 10Q: 3 clusters Score -522576.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -522589.500000 Penalty: 2708.547119
	Iteration 11Q: 3 clusters Score -522589.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -522601.375000 Penalty: 2708.547119
	Iteration 12Q: 3 clusters Score -522601.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -522614.656250 Penalty: 2708.547119
	Iteration 13Q: 3 clusters Score -522614.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -522630.062500 Penalty: 2708.547119
	Iteration 14Q: 3 clusters Score -522630.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -522641.250000 Penalty: 2708.547119
	Iteration 15Q: 3 clusters Score -522641.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -522648.187500 Penalty: 2708.547119
	Iteration 16Q: 3 clusters Score -522648.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -522654.531250 Penalty: 2708.547119
	Iteration 17Q: 3 clusters Score -522654.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -522658.531250 Penalty: 2708.547119
	Iteration 18Q: 3 clusters Score -522658.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -522665.125000 Penalty: 2708.547119
	Iteration 19Q: 3 clusters Score -522665.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -522669.375000 Penalty: 2708.547119
	Iteration 20F: 3 clusters Score -522669.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -522672.218750 Penalty: 2708.547119
	Iteration 21Q: 3 clusters Score -522672.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -522676.093750 Penalty: 2708.547119
	Iteration 22Q: 3 clusters Score -522676.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -522676.625000 Penalty: 2708.547119
	Iteration 23Q: 3 clusters Score -522676.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -522680.281250 Penalty: 2708.547119
	Iteration 24Q: 3 clusters Score -522680.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -522683.125000 Penalty: 2708.547119
	Iteration 25Q: 3 clusters Score -522683.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -522684.531250 Penalty: 2708.547119
	Iteration 26Q: 3 clusters Score -522684.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -522686.156250 Penalty: 2708.547119
	Iteration 27Q: 3 clusters Score -522686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -522688.593750 Penalty: 2708.547119
	Iteration 28Q: 3 clusters Score -522688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -522689.718750 Penalty: 2708.547119
	Iteration 29Q: 3 clusters Score -522689.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -522688.937500 Penalty: 2708.547119
	Iteration 30Q: 3 clusters Score -522688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -522690.125000 Penalty: 2708.547119
	Iteration 31Q: 3 clusters Score -522690.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -522690.125000 Penalty: 2708.547119
	Iteration 32F: 3 clusters Score -522690.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Entering Unmasked Estep 
Score: -10222158.000000 Penalty: 1837.350830
	Iteration 0F: 2 clusters Score -1.022216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -10171394.000000 Penalty: 3674.701660
	Iteration 0F: 3 clusters Score -1.017139e+07 nChanged 38797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -10193627.000000 Penalty: 3674.701660
	Iteration 1F: 3 clusters Score -1.019363e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -10194201.000000 Penalty: 3674.701660
	Iteration 2Q: 3 clusters Score -1.01942e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -10194715.000000 Penalty: 3674.701660
	Iteration 3Q: 3 clusters Score -1.019472e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -10195425.000000 Penalty: 3674.701660
	Iteration 4Q: 3 clusters Score -1.019542e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -10196180.000000 Penalty: 3674.701660
	Iteration 5Q: 3 clusters Score -1.019618e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -10197455.000000 Penalty: 3674.701660
	Iteration 6Q: 3 clusters Score -1.019746e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -10199303.000000 Penalty: 3674.701660
	Iteration 7Q: 3 clusters Score -1.01993e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -10202173.000000 Penalty: 3674.701660
	Iteration 8F: 3 clusters Score -1.020217e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -10205641.000000 Penalty: 3674.701660
	Iteration 9F: 3 clusters Score -1.020564e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -10209309.000000 Penalty: 3674.701660
	Iteration 10F: 3 clusters Score -1.020931e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -10212771.000000 Penalty: 3674.701660
	Iteration 11F: 3 clusters Score -1.021277e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -10215648.000000 Penalty: 3674.701660
	Iteration 12F: 3 clusters Score -1.021565e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -10217548.000000 Penalty: 3674.701660
	Iteration 13Q: 3 clusters Score -1.021755e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -10218872.000000 Penalty: 3674.701660
	Iteration 14Q: 3 clusters Score -1.021887e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -10219654.000000 Penalty: 3674.701660
	Iteration 15Q: 3 clusters Score -1.021965e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -10220177.000000 Penalty: 3674.701660
	Iteration 16Q: 3 clusters Score -1.022018e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
Score: -10220367.000000 Penalty: 3674.701660
	Iteration 17Q: 3 clusters Score -1.022037e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 80687 members 
Entering Unmasked Estep 
Score: -10220463.000000 Penalty: 3674.701660
	Iteration 18Q: 3 clusters Score -1.022046e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 80760 members 
Entering Unmasked Estep 
Score: -10220527.000000 Penalty: 3674.701660
	Iteration 19Q: 3 clusters Score -1.022053e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -10220577.000000 Penalty: 3674.701660
	Iteration 20F: 3 clusters Score -1.022058e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -10220627.000000 Penalty: 3674.701660
	Iteration 21Q: 3 clusters Score -1.022063e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -10220671.000000 Penalty: 3674.701660
	Iteration 22Q: 3 clusters Score -1.022067e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -10220677.000000 Penalty: 3674.701660
	Iteration 23Q: 3 clusters Score -1.022068e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 80857 members 
Entering Unmasked Estep 
Score: -10220722.000000 Penalty: 3674.701660
	Iteration 24Q: 3 clusters Score -1.022072e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 80862 members 
Entering Unmasked Estep 
Score: -10220734.000000 Penalty: 3674.701660
	Iteration 25Q: 3 clusters Score -1.022073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -10220765.000000 Penalty: 3674.701660
	Iteration 26Q: 3 clusters Score -1.022076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -10220767.000000 Penalty: 3674.701660
	Iteration 27Q: 3 clusters Score -1.022077e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -10220788.000000 Penalty: 3674.701660
	Iteration 28Q: 3 clusters Score -1.022079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -10220805.000000 Penalty: 3674.701660
	Iteration 29Q: 3 clusters Score -1.02208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -10220832.000000 Penalty: 3674.701660
	Iteration 30Q: 3 clusters Score -1.022083e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -10220853.000000 Penalty: 3674.701660
	Iteration 31Q: 3 clusters Score -1.022085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -10220881.000000 Penalty: 3674.701660
	Iteration 32Q: 3 clusters Score -1.022088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
Score: -10220918.000000 Penalty: 3674.701660
	Iteration 33Q: 3 clusters Score -1.022092e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -10220979.000000 Penalty: 3674.701660
	Iteration 34Q: 3 clusters Score -1.022098e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -10221042.000000 Penalty: 3674.701660
	Iteration 35Q: 3 clusters Score -1.022104e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -10221082.000000 Penalty: 3674.701660
	Iteration 36Q: 3 clusters Score -1.022108e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -10221124.000000 Penalty: 3674.701660
	Iteration 37Q: 3 clusters Score -1.022112e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 80789 members 
Entering Unmasked Estep 
Score: -10221160.000000 Penalty: 3674.701660
	Iteration 38Q: 3 clusters Score -1.022116e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -10221212.000000 Penalty: 3674.701660
	Iteration 39Q: 3 clusters Score -1.022121e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -10221262.000000 Penalty: 3674.701660
	Iteration 40F: 3 clusters Score -1.022126e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -10221299.000000 Penalty: 3674.701660
	Iteration 41Q: 3 clusters Score -1.02213e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 80555 members 
Entering Unmasked Estep 
Score: -10221398.000000 Penalty: 3674.701660
	Iteration 42Q: 3 clusters Score -1.02214e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 80457 members 
Entering Unmasked Estep 
Score: -10221469.000000 Penalty: 3674.701660
	Iteration 43Q: 3 clusters Score -1.022147e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -10221550.000000 Penalty: 3674.701660
	Iteration 44Q: 3 clusters Score -1.022155e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -10221642.000000 Penalty: 3674.701660
	Iteration 45Q: 3 clusters Score -1.022164e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -10221799.000000 Penalty: 3674.701660
	Iteration 46Q: 3 clusters Score -1.02218e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 79957 members 
Entering Unmasked Estep 
Score: -10221921.000000 Penalty: 3674.701660
	Iteration 47Q: 3 clusters Score -1.022192e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -10222030.000000 Penalty: 3674.701660
	Iteration 48Q: 3 clusters Score -1.022203e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -10222132.000000 Penalty: 3674.701660
	Iteration 49Q: 3 clusters Score -1.022213e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -10222178.000000 Penalty: 3674.701660
	Iteration 50Q: 3 clusters Score -1.022218e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 79422 members 
Entering Unmasked Estep 
Score: -10222251.000000 Penalty: 3674.701660
	Iteration 51Q: 3 clusters Score -1.022225e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -10222314.000000 Penalty: 3674.701660
	Iteration 52Q: 3 clusters Score -1.022231e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -10222328.000000 Penalty: 3674.701660
	Iteration 53Q: 3 clusters Score -1.022233e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -10222352.000000 Penalty: 3674.701660
	Iteration 54Q: 3 clusters Score -1.022235e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 79063 members 
Entering Unmasked Estep 
Score: -10222376.000000 Penalty: 3674.701660
	Iteration 55Q: 3 clusters Score -1.022238e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -10222397.000000 Penalty: 3674.701660
	Iteration 56Q: 3 clusters Score -1.02224e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 78972 members 
Entering Unmasked Estep 
Score: -10222404.000000 Penalty: 3674.701660
	Iteration 57Q: 3 clusters Score -1.02224e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 78935 members 
Entering Unmasked Estep 
Score: -10222416.000000 Penalty: 3674.701660
	Iteration 58Q: 3 clusters Score -1.022242e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 78904 members 
Entering Unmasked Estep 
Score: -10222421.000000 Penalty: 3674.701660
	Iteration 59Q: 3 clusters Score -1.022242e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -10222574.000000 Penalty: 3674.701660
	Iteration 60F: 3 clusters Score -1.022257e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -10222794.000000 Penalty: 3674.701660
	Iteration 61Q: 3 clusters Score -1.022279e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -10223005.000000 Penalty: 3674.701660
	Iteration 62Q: 3 clusters Score -1.0223e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -10223217.000000 Penalty: 3674.701660
	Iteration 63Q: 3 clusters Score -1.022322e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 77640 members 
Entering Unmasked Estep 
Score: -10223467.000000 Penalty: 3674.701660
	Iteration 64Q: 3 clusters Score -1.022347e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 77283 members 
Entering Unmasked Estep 
Score: -10223714.000000 Penalty: 3674.701660
	Iteration 65Q: 3 clusters Score -1.022371e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -10223910.000000 Penalty: 3674.701660
	Iteration 66Q: 3 clusters Score -1.022391e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -10224145.000000 Penalty: 3674.701660
	Iteration 67Q: 3 clusters Score -1.022414e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 76218 members 
Entering Unmasked Estep 
Score: -10224347.000000 Penalty: 3674.701660
	Iteration 68Q: 3 clusters Score -1.022435e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -10224499.000000 Penalty: 3674.701660
	Iteration 69Q: 3 clusters Score -1.02245e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -10224573.000000 Penalty: 3674.701660
	Iteration 70Q: 3 clusters Score -1.022457e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -10224662.000000 Penalty: 3674.701660
	Iteration 71Q: 3 clusters Score -1.022466e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -10224723.000000 Penalty: 3674.701660
	Iteration 72Q: 3 clusters Score -1.022472e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 75059 members 
Entering Unmasked Estep 
Score: -10224770.000000 Penalty: 3674.701660
	Iteration 73Q: 3 clusters Score -1.022477e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -10224839.000000 Penalty: 3674.701660
	Iteration 74Q: 3 clusters Score -1.022484e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -10224881.000000 Penalty: 3674.701660
	Iteration 75Q: 3 clusters Score -1.022488e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -10224940.000000 Penalty: 3674.701660
	Iteration 76Q: 3 clusters Score -1.022494e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -10224966.000000 Penalty: 3674.701660
	Iteration 77Q: 3 clusters Score -1.022497e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 74552 members 
Entering Unmasked Estep 
Score: -10224970.000000 Penalty: 3674.701660
	Iteration 78Q: 3 clusters Score -1.022497e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 74495 members 
Entering Unmasked Estep 
Score: -10224972.000000 Penalty: 3674.701660
	Iteration 79Q: 3 clusters Score -1.022497e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -10225041.000000 Penalty: 3674.701660
	Iteration 80F: 3 clusters Score -1.022504e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -10225086.000000 Penalty: 3674.701660
	Iteration 81Q: 3 clusters Score -1.022509e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -10225130.000000 Penalty: 3674.701660
	Iteration 82Q: 3 clusters Score -1.022513e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 74028 members 
Entering Unmasked Estep 
Score: -10225200.000000 Penalty: 3674.701660
	Iteration 83Q: 3 clusters Score -1.02252e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -10225199.000000 Penalty: 3674.701660
	Iteration 84Q: 3 clusters Score -1.02252e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -10225224.000000 Penalty: 3674.701660
	Iteration 85Q: 3 clusters Score -1.022522e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -10225232.000000 Penalty: 3674.701660
	Iteration 86Q: 3 clusters Score -1.022523e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -10225253.000000 Penalty: 3674.701660
	Iteration 87Q: 3 clusters Score -1.022525e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
Score: -10225289.000000 Penalty: 3674.701660
	Iteration 88Q: 3 clusters Score -1.022529e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -10225285.000000 Penalty: 3674.701660
	Iteration 89Q: 3 clusters Score -1.022528e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -10225320.000000 Penalty: 3674.701660
	Iteration 90Q: 3 clusters Score -1.022532e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -10225336.000000 Penalty: 3674.701660
	Iteration 91Q: 3 clusters Score -1.022534e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -10225350.000000 Penalty: 3674.701660
	Iteration 92Q: 3 clusters Score -1.022535e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -10225357.000000 Penalty: 3674.701660
	Iteration 93Q: 3 clusters Score -1.022536e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -10225368.000000 Penalty: 3674.701660
	Iteration 94Q: 3 clusters Score -1.022537e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -10225375.000000 Penalty: 3674.701660
	Iteration 95Q: 3 clusters Score -1.022538e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 73045 members 
Entering Unmasked Estep 
Score: -10225382.000000 Penalty: 3674.701660
	Iteration 96Q: 3 clusters Score -1.022538e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 73005 members 
Entering Unmasked Estep 
Score: -10225386.000000 Penalty: 3674.701660
	Iteration 97Q: 3 clusters Score -1.022539e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -10225392.000000 Penalty: 3674.701660
	Iteration 98Q: 3 clusters Score -1.022539e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -10225396.000000 Penalty: 3674.701660
	Iteration 99Q: 3 clusters Score -1.02254e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -10225400.000000 Penalty: 3674.701660
	Iteration 100F: 3 clusters Score -1.02254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 72874 members 
Entering Unmasked Estep 
Score: -10225415.000000 Penalty: 3674.701660
	Iteration 101Q: 3 clusters Score -1.022542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -10225417.000000 Penalty: 3674.701660
	Iteration 102Q: 3 clusters Score -1.022542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -10225419.000000 Penalty: 3674.701660
	Iteration 103Q: 3 clusters Score -1.022542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -10225419.000000 Penalty: 3674.701660
	Iteration 104Q: 3 clusters Score -1.022542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -10225437.000000 Penalty: 3674.701660
	Iteration 105Q: 3 clusters Score -1.022544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -10225440.000000 Penalty: 3674.701660
	Iteration 106Q: 3 clusters Score -1.022544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -10225441.000000 Penalty: 3674.701660
	Iteration 107Q: 3 clusters Score -1.022544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -10225438.000000 Penalty: 3674.701660
	Iteration 108Q: 3 clusters Score -1.022544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -10225445.000000 Penalty: 3674.701660
	Iteration 109Q: 3 clusters Score -1.022544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -10225443.000000 Penalty: 3674.701660
	Iteration 110Q: 3 clusters Score -1.022544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -10225441.000000 Penalty: 3674.701660
	Iteration 111Q: 3 clusters Score -1.022544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -10225437.000000 Penalty: 3674.701660
	Iteration 112Q: 3 clusters Score -1.022544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -10225438.000000 Penalty: 3674.701660
	Iteration 113Q: 3 clusters Score -1.022544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -10225451.000000 Penalty: 3674.701660
	Iteration 114Q: 3 clusters Score -1.022545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 72680 members 
Entering Unmasked Estep 
Score: -10225453.000000 Penalty: 3674.701660
	Iteration 115Q: 3 clusters Score -1.022545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -10225451.000000 Penalty: 3674.701660
	Iteration 116Q: 3 clusters Score -1.022545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 72673 members 
Entering Unmasked Estep 
Score: -10225443.000000 Penalty: 3674.701660
	Iteration 117Q: 3 clusters Score -1.022544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -10225446.000000 Penalty: 3674.701660
	Iteration 118Q: 3 clusters Score -1.022545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -10225445.000000 Penalty: 3674.701660
	Iteration 119Q: 3 clusters Score -1.022544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -10225445.000000 Penalty: 3674.701660
	Iteration 120F: 3 clusters Score -1.022544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21630 members 
Mstep: Class 3 contains 8062 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 62768 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 8164 members 
Mstep: Class 8 contains 84854 members 
Mstep: Class 9 contains 16942 members 
Mstep: Class 10 contains 4163 members 
Mstep: Class 11 contains 8705 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 34540 members 
Mstep: Class 14 contains 56683 members 
Mstep: Class 15 contains 17252 members 
Mstep: Class 16 contains 68949 members 
Mstep: Class 17 contains 6738 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 18720 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 72666 members 
Entering Unmasked Estep 
Score: -62620544.000000 Penalty: 53427.796875
Splitting cluster 11 changes total score from -62617308.000000 to -62620544.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (3542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Entering Unmasked Estep 
Score: -427356.937500 Penalty: 1328.022705
	Iteration 0F: 2 clusters Score -427356.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -424301.593750 Penalty: 2656.045410
	Iteration 0F: 3 clusters Score -424301.6 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -425064.218750 Penalty: 2656.045410
	Iteration 1F: 3 clusters Score -425064.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -425271.593750 Penalty: 2656.045410
	Iteration 2F: 3 clusters Score -425271.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -425417.468750 Penalty: 2656.045410
	Iteration 3F: 3 clusters Score -425417.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -425519.031250 Penalty: 2656.045410
	Iteration 4Q: 3 clusters Score -425519 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -425604.437500 Penalty: 2656.045410
	Iteration 5Q: 3 clusters Score -425604.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -425676.062500 Penalty: 2656.045410
	Iteration 6Q: 3 clusters Score -425676.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -425722.968750 Penalty: 2656.045410
	Iteration 7Q: 3 clusters Score -425723 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -425768.218750 Penalty: 2656.045410
	Iteration 8Q: 3 clusters Score -425768.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -425800.000000 Penalty: 2656.045410
	Iteration 9Q: 3 clusters Score -425800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -425825.468750 Penalty: 2656.045410
	Iteration 10Q: 3 clusters Score -425825.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -425846.500000 Penalty: 2656.045410
	Iteration 11Q: 3 clusters Score -425846.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -425868.937500 Penalty: 2656.045410
	Iteration 12Q: 3 clusters Score -425868.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -425887.062500 Penalty: 2656.045410
	Iteration 13Q: 3 clusters Score -425887.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -425900.531250 Penalty: 2656.045410
	Iteration 14Q: 3 clusters Score -425900.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -425912.406250 Penalty: 2656.045410
	Iteration 15Q: 3 clusters Score -425912.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -425922.718750 Penalty: 2656.045410
	Iteration 16Q: 3 clusters Score -425922.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -425930.312500 Penalty: 2656.045410
	Iteration 17Q: 3 clusters Score -425930.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -425934.718750 Penalty: 2656.045410
	Iteration 18Q: 3 clusters Score -425934.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -425940.906250 Penalty: 2656.045410
	Iteration 19Q: 3 clusters Score -425940.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -425945.531250 Penalty: 2656.045410
	Iteration 20F: 3 clusters Score -425945.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -425952.031250 Penalty: 2656.045410
	Iteration 21Q: 3 clusters Score -425952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -425958.062500 Penalty: 2656.045410
	Iteration 22Q: 3 clusters Score -425958.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -425960.656250 Penalty: 2656.045410
	Iteration 23Q: 3 clusters Score -425960.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -425962.000000 Penalty: 2656.045410
	Iteration 24Q: 3 clusters Score -425962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -425963.062500 Penalty: 2656.045410
	Iteration 25Q: 3 clusters Score -425963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -425964.750000 Penalty: 2656.045410
	Iteration 26Q: 3 clusters Score -425964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -425966.843750 Penalty: 2656.045410
	Iteration 27Q: 3 clusters Score -425966.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -425969.343750 Penalty: 2656.045410
	Iteration 28Q: 3 clusters Score -425969.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -425971.281250 Penalty: 2656.045410
	Iteration 29Q: 3 clusters Score -425971.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -425975.343750 Penalty: 2656.045410
	Iteration 30Q: 3 clusters Score -425975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -425978.656250 Penalty: 2656.045410
	Iteration 31Q: 3 clusters Score -425978.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -425982.656250 Penalty: 2656.045410
	Iteration 32Q: 3 clusters Score -425982.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -425989.062500 Penalty: 2656.045410
	Iteration 33Q: 3 clusters Score -425989.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -425992.187500 Penalty: 2656.045410
	Iteration 34Q: 3 clusters Score -425992.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -425997.437500 Penalty: 2656.045410
	Iteration 35Q: 3 clusters Score -425997.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -426000.468750 Penalty: 2656.045410
	Iteration 36Q: 3 clusters Score -426000.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -426003.156250 Penalty: 2656.045410
	Iteration 37Q: 3 clusters Score -426003.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -426007.468750 Penalty: 2656.045410
	Iteration 38Q: 3 clusters Score -426007.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -426013.437500 Penalty: 2656.045410
	Iteration 39Q: 3 clusters Score -426013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -426017.375000 Penalty: 2656.045410
	Iteration 40F: 3 clusters Score -426017.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -426021.375000 Penalty: 2656.045410
	Iteration 41Q: 3 clusters Score -426021.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -426024.812500 Penalty: 2656.045410
	Iteration 42Q: 3 clusters Score -426024.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -426029.718750 Penalty: 2656.045410
	Iteration 43Q: 3 clusters Score -426029.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -426038.187500 Penalty: 2656.045410
	Iteration 44Q: 3 clusters Score -426038.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -426045.406250 Penalty: 2656.045410
	Iteration 45Q: 3 clusters Score -426045.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -426051.937500 Penalty: 2656.045410
	Iteration 46Q: 3 clusters Score -426051.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -426059.781250 Penalty: 2656.045410
	Iteration 47Q: 3 clusters Score -426059.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -426066.312500 Penalty: 2656.045410
	Iteration 48Q: 3 clusters Score -426066.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -426073.375000 Penalty: 2656.045410
	Iteration 49Q: 3 clusters Score -426073.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -426078.562500 Penalty: 2656.045410
	Iteration 50Q: 3 clusters Score -426078.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -426080.937500 Penalty: 2656.045410
	Iteration 51Q: 3 clusters Score -426080.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -426083.187500 Penalty: 2656.045410
	Iteration 52Q: 3 clusters Score -426083.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -426085.281250 Penalty: 2656.045410
	Iteration 53Q: 3 clusters Score -426085.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -426086.593750 Penalty: 2656.045410
	Iteration 54Q: 3 clusters Score -426086.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -426090.000000 Penalty: 2656.045410
	Iteration 55Q: 3 clusters Score -426090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -426092.156250 Penalty: 2656.045410
	Iteration 56Q: 3 clusters Score -426092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -426092.625000 Penalty: 2656.045410
	Iteration 57Q: 3 clusters Score -426092.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -426092.843750 Penalty: 2656.045410
	Iteration 58Q: 3 clusters Score -426092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -426092.406250 Penalty: 2656.045410
	Iteration 59Q: 3 clusters Score -426092.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -426093.687500 Penalty: 2656.045410
	Iteration 60F: 3 clusters Score -426093.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Entering Unmasked Estep 
Score: -4308821.000000 Penalty: 1698.104370
	Iteration 0F: 2 clusters Score -4308821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4285594.000000 Penalty: 3396.208740
	Iteration 0F: 3 clusters Score -4285594 nChanged 15874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -4294441.500000 Penalty: 3396.208740
	Iteration 1F: 3 clusters Score -4294442 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -4294863.000000 Penalty: 3396.208740
	Iteration 2Q: 3 clusters Score -4294863 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -4295328.000000 Penalty: 3396.208740
	Iteration 3Q: 3 clusters Score -4295328 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -4295848.500000 Penalty: 3396.208740
	Iteration 4Q: 3 clusters Score -4295848 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -4296532.000000 Penalty: 3396.208740
	Iteration 5Q: 3 clusters Score -4296532 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -4297511.000000 Penalty: 3396.208740
	Iteration 6F: 3 clusters Score -4297511 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -4298972.500000 Penalty: 3396.208740
	Iteration 7F: 3 clusters Score -4298972 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -4300856.000000 Penalty: 3396.208740
	Iteration 8F: 3 clusters Score -4300856 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -4302974.000000 Penalty: 3396.208740
	Iteration 9F: 3 clusters Score -4302974 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -4304792.000000 Penalty: 3396.208740
	Iteration 10F: 3 clusters Score -4304792 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4306147.500000 Penalty: 3396.208740
	Iteration 11Q: 3 clusters Score -4306148 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4307062.000000 Penalty: 3396.208740
	Iteration 12Q: 3 clusters Score -4307062 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4307739.000000 Penalty: 3396.208740
	Iteration 13Q: 3 clusters Score -4307739 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4308118.500000 Penalty: 3396.208740
	Iteration 14Q: 3 clusters Score -4308118 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4308328.500000 Penalty: 3396.208740
	Iteration 15Q: 3 clusters Score -4308328 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4308441.500000 Penalty: 3396.208740
	Iteration 16Q: 3 clusters Score -4308442 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4308529.000000 Penalty: 3396.208740
	Iteration 17Q: 3 clusters Score -4308529 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -4308627.000000 Penalty: 3396.208740
	Iteration 18Q: 3 clusters Score -4308627 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4308705.500000 Penalty: 3396.208740
	Iteration 19Q: 3 clusters Score -4308706 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4308790.500000 Penalty: 3396.208740
	Iteration 20F: 3 clusters Score -4308790 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4308860.500000 Penalty: 3396.208740
	Iteration 21Q: 3 clusters Score -4308860 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4308928.500000 Penalty: 3396.208740
	Iteration 22Q: 3 clusters Score -4308928 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -4308961.000000 Penalty: 3396.208740
	Iteration 23Q: 3 clusters Score -4308961 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -4308991.000000 Penalty: 3396.208740
	Iteration 24Q: 3 clusters Score -4308991 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4309020.500000 Penalty: 3396.208740
	Iteration 25Q: 3 clusters Score -4309020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4309057.000000 Penalty: 3396.208740
	Iteration 26Q: 3 clusters Score -4309057 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4309082.500000 Penalty: 3396.208740
	Iteration 27Q: 3 clusters Score -4309082 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -4309098.500000 Penalty: 3396.208740
	Iteration 28Q: 3 clusters Score -4309098 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4309112.500000 Penalty: 3396.208740
	Iteration 29Q: 3 clusters Score -4309112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -4309148.000000 Penalty: 3396.208740
	Iteration 30Q: 3 clusters Score -4309148 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -4309174.000000 Penalty: 3396.208740
	Iteration 31Q: 3 clusters Score -4309174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -4309194.500000 Penalty: 3396.208740
	Iteration 32Q: 3 clusters Score -4309194 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -4309200.500000 Penalty: 3396.208740
	Iteration 33Q: 3 clusters Score -4309200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -4309212.000000 Penalty: 3396.208740
	Iteration 34Q: 3 clusters Score -4309212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -4309228.000000 Penalty: 3396.208740
	Iteration 35Q: 3 clusters Score -4309228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -4309237.000000 Penalty: 3396.208740
	Iteration 36Q: 3 clusters Score -4309237 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4309243.500000 Penalty: 3396.208740
	Iteration 37Q: 3 clusters Score -4309244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -4309250.000000 Penalty: 3396.208740
	Iteration 38Q: 3 clusters Score -4309250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -4309255.500000 Penalty: 3396.208740
	Iteration 39Q: 3 clusters Score -4309256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -4309273.500000 Penalty: 3396.208740
	Iteration 40F: 3 clusters Score -4309274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -4309278.000000 Penalty: 3396.208740
	Iteration 41Q: 3 clusters Score -4309278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -4309277.500000 Penalty: 3396.208740
	Iteration 42Q: 3 clusters Score -4309278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4309283.500000 Penalty: 3396.208740
	Iteration 43Q: 3 clusters Score -4309284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -4309291.000000 Penalty: 3396.208740
	Iteration 44Q: 3 clusters Score -4309291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -4309288.500000 Penalty: 3396.208740
	Iteration 45Q: 3 clusters Score -4309288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -4309285.500000 Penalty: 3396.208740
	Iteration 46Q: 3 clusters Score -4309286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4309292.000000 Penalty: 3396.208740
	Iteration 47Q: 3 clusters Score -4309292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -4309295.500000 Penalty: 3396.208740
	Iteration 48Q: 3 clusters Score -4309296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4309296.000000 Penalty: 3396.208740
	Iteration 49Q: 3 clusters Score -4309296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -4309297.500000 Penalty: 3396.208740
	Iteration 50Q: 3 clusters Score -4309298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -4309304.500000 Penalty: 3396.208740
	Iteration 51Q: 3 clusters Score -4309304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -4309305.500000 Penalty: 3396.208740
	Iteration 52Q: 3 clusters Score -4309306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4309302.000000 Penalty: 3396.208740
	Iteration 53Q: 3 clusters Score -4309302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -4309299.500000 Penalty: 3396.208740
	Iteration 54Q: 3 clusters Score -4309300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4309303.000000 Penalty: 3396.208740
	Iteration 55Q: 3 clusters Score -4309303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4309300.000000 Penalty: 3396.208740
	Iteration 56Q: 3 clusters Score -4309300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4309301.000000 Penalty: 3396.208740
	Iteration 57Q: 3 clusters Score -4309301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -4309297.500000 Penalty: 3396.208740
	Iteration 58Q: 3 clusters Score -4309298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -4309296.500000 Penalty: 3396.208740
	Iteration 59Q: 3 clusters Score -4309296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -4309295.500000 Penalty: 3396.208740
	Iteration 60F: 3 clusters Score -4309296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21630 members 
Mstep: Class 3 contains 8062 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 62768 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 8164 members 
Mstep: Class 8 contains 84854 members 
Mstep: Class 9 contains 16942 members 
Mstep: Class 10 contains 4163 members 
Mstep: Class 11 contains 8705 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 29375 members 
Mstep: Class 14 contains 56683 members 
Mstep: Class 15 contains 17252 members 
Mstep: Class 16 contains 68949 members 
Mstep: Class 17 contains 6738 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 18720 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 72666 members 
Mstep: Class 26 contains 5165 members 
Entering Unmasked Estep 
Score: -62620688.000000 Penalty: 55564.910156
Splitting cluster 13 changes total score from -62617308.000000 to -62620688.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (56683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Entering Unmasked Estep 
Score: -7091584.000000 Penalty: 1778.599854
	Iteration 0F: 2 clusters Score -7091584 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 28392 members 
Entering Unmasked Estep 
Score: -7054125.000000 Penalty: 3557.199707
	Iteration 0F: 3 clusters Score -7054125 nChanged 26623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -7069595.000000 Penalty: 3557.199707
	Iteration 1F: 3 clusters Score -7069595 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -7070402.500000 Penalty: 3557.199707
	Iteration 2Q: 3 clusters Score -7070402 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -7071494.000000 Penalty: 3557.199707
	Iteration 3Q: 3 clusters Score -7071494 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -7072883.500000 Penalty: 3557.199707
	Iteration 4Q: 3 clusters Score -7072884 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -7075107.000000 Penalty: 3557.199707
	Iteration 5F: 3 clusters Score -7075107 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -7078224.500000 Penalty: 3557.199707
	Iteration 6F: 3 clusters Score -7078224 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -7081123.000000 Penalty: 3557.199707
	Iteration 7F: 3 clusters Score -7081123 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -7082814.500000 Penalty: 3557.199707
	Iteration 8F: 3 clusters Score -7082814 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -7083707.000000 Penalty: 3557.199707
	Iteration 9Q: 3 clusters Score -7083707 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -7084371.000000 Penalty: 3557.199707
	Iteration 10Q: 3 clusters Score -7084371 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -7084997.000000 Penalty: 3557.199707
	Iteration 11Q: 3 clusters Score -7084997 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -7085575.500000 Penalty: 3557.199707
	Iteration 12Q: 3 clusters Score -7085576 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -7086037.500000 Penalty: 3557.199707
	Iteration 13Q: 3 clusters Score -7086038 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -7086376.500000 Penalty: 3557.199707
	Iteration 14Q: 3 clusters Score -7086376 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -7086614.000000 Penalty: 3557.199707
	Iteration 15Q: 3 clusters Score -7086614 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -7086741.500000 Penalty: 3557.199707
	Iteration 16Q: 3 clusters Score -7086742 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -7086917.000000 Penalty: 3557.199707
	Iteration 17Q: 3 clusters Score -7086917 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -7087052.500000 Penalty: 3557.199707
	Iteration 18Q: 3 clusters Score -7087052 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -7087135.000000 Penalty: 3557.199707
	Iteration 19Q: 3 clusters Score -7087135 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -7087196.000000 Penalty: 3557.199707
	Iteration 20F: 3 clusters Score -7087196 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -7087255.000000 Penalty: 3557.199707
	Iteration 21Q: 3 clusters Score -7087255 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -7087285.500000 Penalty: 3557.199707
	Iteration 22Q: 3 clusters Score -7087286 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -7087328.500000 Penalty: 3557.199707
	Iteration 23Q: 3 clusters Score -7087328 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -7087345.500000 Penalty: 3557.199707
	Iteration 24Q: 3 clusters Score -7087346 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -7087397.000000 Penalty: 3557.199707
	Iteration 25Q: 3 clusters Score -7087397 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -7087434.500000 Penalty: 3557.199707
	Iteration 26Q: 3 clusters Score -7087434 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -7087459.500000 Penalty: 3557.199707
	Iteration 27Q: 3 clusters Score -7087460 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -7087469.500000 Penalty: 3557.199707
	Iteration 28Q: 3 clusters Score -7087470 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -7087508.000000 Penalty: 3557.199707
	Iteration 29Q: 3 clusters Score -7087508 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -7087535.500000 Penalty: 3557.199707
	Iteration 30Q: 3 clusters Score -7087536 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -7087556.500000 Penalty: 3557.199707
	Iteration 31Q: 3 clusters Score -7087556 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -7087546.000000 Penalty: 3557.199707
	Iteration 32Q: 3 clusters Score -7087546 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -7087568.500000 Penalty: 3557.199707
	Iteration 33Q: 3 clusters Score -7087568 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -7087621.000000 Penalty: 3557.199707
	Iteration 34Q: 3 clusters Score -7087621 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -7087677.000000 Penalty: 3557.199707
	Iteration 35Q: 3 clusters Score -7087677 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -7087681.000000 Penalty: 3557.199707
	Iteration 36Q: 3 clusters Score -7087681 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -7087715.000000 Penalty: 3557.199707
	Iteration 37Q: 3 clusters Score -7087715 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -7087740.500000 Penalty: 3557.199707
	Iteration 38Q: 3 clusters Score -7087740 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -7087770.000000 Penalty: 3557.199707
	Iteration 39Q: 3 clusters Score -7087770 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -7087821.500000 Penalty: 3557.199707
	Iteration 40F: 3 clusters Score -7087822 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -7087819.500000 Penalty: 3557.199707
	Iteration 41Q: 3 clusters Score -7087820 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -7087876.500000 Penalty: 3557.199707
	Iteration 42Q: 3 clusters Score -7087876 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -7087884.000000 Penalty: 3557.199707
	Iteration 43Q: 3 clusters Score -7087884 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -7087953.000000 Penalty: 3557.199707
	Iteration 44Q: 3 clusters Score -7087953 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -7088004.500000 Penalty: 3557.199707
	Iteration 45Q: 3 clusters Score -7088004 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -7088069.000000 Penalty: 3557.199707
	Iteration 46Q: 3 clusters Score -7088069 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -7088121.000000 Penalty: 3557.199707
	Iteration 47Q: 3 clusters Score -7088121 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -7088157.000000 Penalty: 3557.199707
	Iteration 48Q: 3 clusters Score -7088157 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -7088204.500000 Penalty: 3557.199707
	Iteration 49Q: 3 clusters Score -7088204 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -7088251.000000 Penalty: 3557.199707
	Iteration 50Q: 3 clusters Score -7088251 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -7088313.500000 Penalty: 3557.199707
	Iteration 51Q: 3 clusters Score -7088314 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -7088360.000000 Penalty: 3557.199707
	Iteration 52Q: 3 clusters Score -7088360 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -7088406.500000 Penalty: 3557.199707
	Iteration 53Q: 3 clusters Score -7088406 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -7088474.000000 Penalty: 3557.199707
	Iteration 54Q: 3 clusters Score -7088474 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -7088539.000000 Penalty: 3557.199707
	Iteration 55Q: 3 clusters Score -7088539 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -7088581.000000 Penalty: 3557.199707
	Iteration 56Q: 3 clusters Score -7088581 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -7088648.500000 Penalty: 3557.199707
	Iteration 57Q: 3 clusters Score -7088648 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -7088714.500000 Penalty: 3557.199707
	Iteration 58Q: 3 clusters Score -7088714 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -7088769.000000 Penalty: 3557.199707
	Iteration 59Q: 3 clusters Score -7088769 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -7088792.000000 Penalty: 3557.199707
	Iteration 60F: 3 clusters Score -7088792 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -7088852.500000 Penalty: 3557.199707
	Iteration 61Q: 3 clusters Score -7088852 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -7088878.000000 Penalty: 3557.199707
	Iteration 62Q: 3 clusters Score -7088878 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -7088902.000000 Penalty: 3557.199707
	Iteration 63Q: 3 clusters Score -7088902 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -7088976.500000 Penalty: 3557.199707
	Iteration 64Q: 3 clusters Score -7088976 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -7089038.500000 Penalty: 3557.199707
	Iteration 65Q: 3 clusters Score -7089038 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -7089094.500000 Penalty: 3557.199707
	Iteration 66Q: 3 clusters Score -7089094 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -7089141.500000 Penalty: 3557.199707
	Iteration 67Q: 3 clusters Score -7089142 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -7089186.000000 Penalty: 3557.199707
	Iteration 68Q: 3 clusters Score -7089186 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -7089218.500000 Penalty: 3557.199707
	Iteration 69Q: 3 clusters Score -7089218 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -7089261.000000 Penalty: 3557.199707
	Iteration 70Q: 3 clusters Score -7089261 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -7089280.000000 Penalty: 3557.199707
	Iteration 71Q: 3 clusters Score -7089280 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -7089294.000000 Penalty: 3557.199707
	Iteration 72Q: 3 clusters Score -7089294 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -7089335.500000 Penalty: 3557.199707
	Iteration 73Q: 3 clusters Score -7089336 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -7089352.000000 Penalty: 3557.199707
	Iteration 74Q: 3 clusters Score -7089352 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -7089392.500000 Penalty: 3557.199707
	Iteration 75Q: 3 clusters Score -7089392 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -7089423.500000 Penalty: 3557.199707
	Iteration 76Q: 3 clusters Score -7089424 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -7089456.000000 Penalty: 3557.199707
	Iteration 77Q: 3 clusters Score -7089456 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -7089475.000000 Penalty: 3557.199707
	Iteration 78Q: 3 clusters Score -7089475 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -7089498.500000 Penalty: 3557.199707
	Iteration 79Q: 3 clusters Score -7089498 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -7089528.000000 Penalty: 3557.199707
	Iteration 80F: 3 clusters Score -7089528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -7089544.500000 Penalty: 3557.199707
	Iteration 81Q: 3 clusters Score -7089544 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -7089563.500000 Penalty: 3557.199707
	Iteration 82Q: 3 clusters Score -7089564 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -7089605.000000 Penalty: 3557.199707
	Iteration 83Q: 3 clusters Score -7089605 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -7089626.500000 Penalty: 3557.199707
	Iteration 84Q: 3 clusters Score -7089626 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -7089657.000000 Penalty: 3557.199707
	Iteration 85Q: 3 clusters Score -7089657 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -7089683.500000 Penalty: 3557.199707
	Iteration 86Q: 3 clusters Score -7089684 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -7089695.500000 Penalty: 3557.199707
	Iteration 87Q: 3 clusters Score -7089696 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -7089706.000000 Penalty: 3557.199707
	Iteration 88Q: 3 clusters Score -7089706 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -7089742.000000 Penalty: 3557.199707
	Iteration 89Q: 3 clusters Score -7089742 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -7089761.500000 Penalty: 3557.199707
	Iteration 90Q: 3 clusters Score -7089762 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -7089774.500000 Penalty: 3557.199707
	Iteration 91Q: 3 clusters Score -7089774 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -7089791.500000 Penalty: 3557.199707
	Iteration 92Q: 3 clusters Score -7089792 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -7089800.000000 Penalty: 3557.199707
	Iteration 93Q: 3 clusters Score -7089800 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -7089815.000000 Penalty: 3557.199707
	Iteration 94Q: 3 clusters Score -7089815 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -7089813.000000 Penalty: 3557.199707
	Iteration 95Q: 3 clusters Score -7089813 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -7089811.500000 Penalty: 3557.199707
	Iteration 96Q: 3 clusters Score -7089812 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -7089812.000000 Penalty: 3557.199707
	Iteration 97Q: 3 clusters Score -7089812 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -7089822.500000 Penalty: 3557.199707
	Iteration 98Q: 3 clusters Score -7089822 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -7089829.000000 Penalty: 3557.199707
	Iteration 99Q: 3 clusters Score -7089829 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -7089845.000000 Penalty: 3557.199707
	Iteration 100F: 3 clusters Score -7089845 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -7089880.000000 Penalty: 3557.199707
	Iteration 101Q: 3 clusters Score -7089880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -7089884.500000 Penalty: 3557.199707
	Iteration 102Q: 3 clusters Score -7089884 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -7089879.000000 Penalty: 3557.199707
	Iteration 103Q: 3 clusters Score -7089879 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -7089871.500000 Penalty: 3557.199707
	Iteration 104Q: 3 clusters Score -7089872 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -7089884.000000 Penalty: 3557.199707
	Iteration 105Q: 3 clusters Score -7089884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -7089892.000000 Penalty: 3557.199707
	Iteration 106Q: 3 clusters Score -7089892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -7089891.500000 Penalty: 3557.199707
	Iteration 107Q: 3 clusters Score -7089892 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -7089907.000000 Penalty: 3557.199707
	Iteration 108Q: 3 clusters Score -7089907 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -7089922.500000 Penalty: 3557.199707
	Iteration 109Q: 3 clusters Score -7089922 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -7089931.500000 Penalty: 3557.199707
	Iteration 110Q: 3 clusters Score -7089932 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -7089949.000000 Penalty: 3557.199707
	Iteration 111Q: 3 clusters Score -7089949 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -7089961.000000 Penalty: 3557.199707
	Iteration 112Q: 3 clusters Score -7089961 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -7089975.500000 Penalty: 3557.199707
	Iteration 113Q: 3 clusters Score -7089976 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -7089987.000000 Penalty: 3557.199707
	Iteration 114Q: 3 clusters Score -7089987 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -7090009.000000 Penalty: 3557.199707
	Iteration 115Q: 3 clusters Score -7090009 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -7090002.000000 Penalty: 3557.199707
	Iteration 116Q: 3 clusters Score -7090002 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -7090041.500000 Penalty: 3557.199707
	Iteration 117Q: 3 clusters Score -7090042 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -7090053.500000 Penalty: 3557.199707
	Iteration 118Q: 3 clusters Score -7090054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -7090067.000000 Penalty: 3557.199707
	Iteration 119Q: 3 clusters Score -7090067 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -7090090.000000 Penalty: 3557.199707
	Iteration 120F: 3 clusters Score -7090090 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -7090088.000000 Penalty: 3557.199707
	Iteration 121Q: 3 clusters Score -7090088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -7090094.000000 Penalty: 3557.199707
	Iteration 122Q: 3 clusters Score -7090094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -7090129.000000 Penalty: 3557.199707
	Iteration 123Q: 3 clusters Score -7090129 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -7090128.000000 Penalty: 3557.199707
	Iteration 124Q: 3 clusters Score -7090128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -7090145.500000 Penalty: 3557.199707
	Iteration 125Q: 3 clusters Score -7090146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -7090148.000000 Penalty: 3557.199707
	Iteration 126Q: 3 clusters Score -7090148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -7090147.500000 Penalty: 3557.199707
	Iteration 127Q: 3 clusters Score -7090148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -7090152.500000 Penalty: 3557.199707
	Iteration 128Q: 3 clusters Score -7090152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -7090164.000000 Penalty: 3557.199707
	Iteration 129Q: 3 clusters Score -7090164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -7090176.000000 Penalty: 3557.199707
	Iteration 130Q: 3 clusters Score -7090176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -7090187.000000 Penalty: 3557.199707
	Iteration 131Q: 3 clusters Score -7090187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -7090196.000000 Penalty: 3557.199707
	Iteration 132Q: 3 clusters Score -7090196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -7090201.000000 Penalty: 3557.199707
	Iteration 133Q: 3 clusters Score -7090201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -7090210.500000 Penalty: 3557.199707
	Iteration 134Q: 3 clusters Score -7090210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -7090218.500000 Penalty: 3557.199707
	Iteration 135Q: 3 clusters Score -7090218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -7090225.500000 Penalty: 3557.199707
	Iteration 136Q: 3 clusters Score -7090226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -7090235.500000 Penalty: 3557.199707
	Iteration 137Q: 3 clusters Score -7090236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -7090238.500000 Penalty: 3557.199707
	Iteration 138Q: 3 clusters Score -7090238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -7090257.500000 Penalty: 3557.199707
	Iteration 139Q: 3 clusters Score -7090258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -7090264.500000 Penalty: 3557.199707
	Iteration 140F: 3 clusters Score -7090264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -7090260.000000 Penalty: 3557.199707
	Iteration 141Q: 3 clusters Score -7090260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -7090262.000000 Penalty: 3557.199707
	Iteration 142Q: 3 clusters Score -7090262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -7090267.000000 Penalty: 3557.199707
	Iteration 143Q: 3 clusters Score -7090267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -7090260.000000 Penalty: 3557.199707
	Iteration 144Q: 3 clusters Score -7090260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -7090259.500000 Penalty: 3557.199707
	Iteration 145Q: 3 clusters Score -7090260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -7090259.500000 Penalty: 3557.199707
	Iteration 146F: 3 clusters Score -7090260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Entering Unmasked Estep 
Score: -2156139.000000 Penalty: 1585.298462
	Iteration 0F: 2 clusters Score -2156139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2144328.250000 Penalty: 3170.596924
	Iteration 0F: 3 clusters Score -2144328 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2148533.250000 Penalty: 3170.596924
	Iteration 1F: 3 clusters Score -2148533 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2148855.000000 Penalty: 3170.596924
	Iteration 2F: 3 clusters Score -2148855 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2149138.000000 Penalty: 3170.596924
	Iteration 3Q: 3 clusters Score -2149138 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2149447.250000 Penalty: 3170.596924
	Iteration 4Q: 3 clusters Score -2149447 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2149832.500000 Penalty: 3170.596924
	Iteration 5Q: 3 clusters Score -2149832 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2150317.000000 Penalty: 3170.596924
	Iteration 6Q: 3 clusters Score -2150317 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2151052.500000 Penalty: 3170.596924
	Iteration 7F: 3 clusters Score -2151052 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2151917.500000 Penalty: 3170.596924
	Iteration 8F: 3 clusters Score -2151918 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2152890.000000 Penalty: 3170.596924
	Iteration 9F: 3 clusters Score -2152890 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2153713.250000 Penalty: 3170.596924
	Iteration 10F: 3 clusters Score -2153713 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2154235.500000 Penalty: 3170.596924
	Iteration 11Q: 3 clusters Score -2154236 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2154526.750000 Penalty: 3170.596924
	Iteration 12Q: 3 clusters Score -2154527 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2154708.750000 Penalty: 3170.596924
	Iteration 13Q: 3 clusters Score -2154709 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2154837.750000 Penalty: 3170.596924
	Iteration 14Q: 3 clusters Score -2154838 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2154925.000000 Penalty: 3170.596924
	Iteration 15Q: 3 clusters Score -2154925 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2154978.750000 Penalty: 3170.596924
	Iteration 16Q: 3 clusters Score -2154979 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2155011.500000 Penalty: 3170.596924
	Iteration 17Q: 3 clusters Score -2155012 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2155048.000000 Penalty: 3170.596924
	Iteration 18Q: 3 clusters Score -2155048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2155075.500000 Penalty: 3170.596924
	Iteration 19Q: 3 clusters Score -2155076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2155087.500000 Penalty: 3170.596924
	Iteration 20F: 3 clusters Score -2155088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2155108.500000 Penalty: 3170.596924
	Iteration 21Q: 3 clusters Score -2155108 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2155124.250000 Penalty: 3170.596924
	Iteration 22Q: 3 clusters Score -2155124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2155136.500000 Penalty: 3170.596924
	Iteration 23Q: 3 clusters Score -2155136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2155146.000000 Penalty: 3170.596924
	Iteration 24Q: 3 clusters Score -2155146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2155150.500000 Penalty: 3170.596924
	Iteration 25Q: 3 clusters Score -2155150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2155152.250000 Penalty: 3170.596924
	Iteration 26Q: 3 clusters Score -2155152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2155160.000000 Penalty: 3170.596924
	Iteration 27Q: 3 clusters Score -2155160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2155157.000000 Penalty: 3170.596924
	Iteration 28Q: 3 clusters Score -2155157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2155159.250000 Penalty: 3170.596924
	Iteration 29Q: 3 clusters Score -2155159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2155158.250000 Penalty: 3170.596924
	Iteration 30Q: 3 clusters Score -2155158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2155158.250000 Penalty: 3170.596924
	Iteration 31Q: 3 clusters Score -2155158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2155160.000000 Penalty: 3170.596924
	Iteration 32Q: 3 clusters Score -2155160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2155161.750000 Penalty: 3170.596924
	Iteration 33Q: 3 clusters Score -2155162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2155164.000000 Penalty: 3170.596924
	Iteration 34Q: 3 clusters Score -2155164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2155162.750000 Penalty: 3170.596924
	Iteration 35Q: 3 clusters Score -2155163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2155162.750000 Penalty: 3170.596924
	Iteration 36Q: 3 clusters Score -2155163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2155162.750000 Penalty: 3170.596924
	Iteration 37F: 3 clusters Score -2155163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Entering Unmasked Estep 
Score: -8570334.000000 Penalty: 1810.432495
	Iteration 0F: 2 clusters Score -8570334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -8525970.000000 Penalty: 3620.864990
	Iteration 0F: 3 clusters Score -8525970 nChanged 32641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -8544683.000000 Penalty: 3620.864990
	Iteration 1F: 3 clusters Score -8544683 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -8545429.000000 Penalty: 3620.864990
	Iteration 2Q: 3 clusters Score -8545429 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -8546365.000000 Penalty: 3620.864990
	Iteration 3Q: 3 clusters Score -8546365 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -8547557.000000 Penalty: 3620.864990
	Iteration 4Q: 3 clusters Score -8547557 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -8549464.000000 Penalty: 3620.864990
	Iteration 5F: 3 clusters Score -8549464 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -8552486.000000 Penalty: 3620.864990
	Iteration 6F: 3 clusters Score -8552486 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -8556291.000000 Penalty: 3620.864990
	Iteration 7F: 3 clusters Score -8556291 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -8560188.000000 Penalty: 3620.864990
	Iteration 8F: 3 clusters Score -8560188 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -8563329.000000 Penalty: 3620.864990
	Iteration 9F: 3 clusters Score -8563329 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -8565408.000000 Penalty: 3620.864990
	Iteration 10Q: 3 clusters Score -8565408 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -8566627.000000 Penalty: 3620.864990
	Iteration 11Q: 3 clusters Score -8566627 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -8567452.000000 Penalty: 3620.864990
	Iteration 12Q: 3 clusters Score -8567452 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -8567963.000000 Penalty: 3620.864990
	Iteration 13Q: 3 clusters Score -8567963 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -8568264.000000 Penalty: 3620.864990
	Iteration 14Q: 3 clusters Score -8568264 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8568490.000000 Penalty: 3620.864990
	Iteration 15Q: 3 clusters Score -8568490 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8568674.000000 Penalty: 3620.864990
	Iteration 16Q: 3 clusters Score -8568674 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8568831.000000 Penalty: 3620.864990
	Iteration 17Q: 3 clusters Score -8568831 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8568902.000000 Penalty: 3620.864990
	Iteration 18Q: 3 clusters Score -8568902 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67379 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8568992.000000 Penalty: 3620.864990
	Iteration 19Q: 3 clusters Score -8568992 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8569092.000000 Penalty: 3620.864990
	Iteration 20F: 3 clusters Score -8569092 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8569140.000000 Penalty: 3620.864990
	Iteration 21Q: 3 clusters Score -8569140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8569155.000000 Penalty: 3620.864990
	Iteration 22Q: 3 clusters Score -8569155 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8569190.000000 Penalty: 3620.864990
	Iteration 23Q: 3 clusters Score -8569190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8569205.000000 Penalty: 3620.864990
	Iteration 24Q: 3 clusters Score -8569205 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8569257.000000 Penalty: 3620.864990
	Iteration 25Q: 3 clusters Score -8569257 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8569271.000000 Penalty: 3620.864990
	Iteration 26Q: 3 clusters Score -8569271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8569281.000000 Penalty: 3620.864990
	Iteration 27Q: 3 clusters Score -8569281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8569295.000000 Penalty: 3620.864990
	Iteration 28Q: 3 clusters Score -8569295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68010 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8569301.000000 Penalty: 3620.864990
	Iteration 29Q: 3 clusters Score -8569301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8569312.000000 Penalty: 3620.864990
	Iteration 30Q: 3 clusters Score -8569312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8569323.000000 Penalty: 3620.864990
	Iteration 31Q: 3 clusters Score -8569323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8569350.000000 Penalty: 3620.864990
	Iteration 32Q: 3 clusters Score -8569350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8569355.000000 Penalty: 3620.864990
	Iteration 33Q: 3 clusters Score -8569355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68117 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8569367.000000 Penalty: 3620.864990
	Iteration 34Q: 3 clusters Score -8569367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68139 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8569364.000000 Penalty: 3620.864990
	Iteration 35Q: 3 clusters Score -8569364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8569377.000000 Penalty: 3620.864990
	Iteration 36Q: 3 clusters Score -8569377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8569388.000000 Penalty: 3620.864990
	Iteration 37Q: 3 clusters Score -8569388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8569383.000000 Penalty: 3620.864990
	Iteration 38Q: 3 clusters Score -8569383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8569380.000000 Penalty: 3620.864990
	Iteration 39Q: 3 clusters Score -8569380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8569381.000000 Penalty: 3620.864990
	Iteration 40F: 3 clusters Score -8569381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8569383.000000 Penalty: 3620.864990
	Iteration 41Q: 3 clusters Score -8569383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8569399.000000 Penalty: 3620.864990
	Iteration 42Q: 3 clusters Score -8569399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8569399.000000 Penalty: 3620.864990
	Iteration 43Q: 3 clusters Score -8569399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8569399.000000 Penalty: 3620.864990
	Iteration 44Q: 3 clusters Score -8569399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8569406.000000 Penalty: 3620.864990
	Iteration 45Q: 3 clusters Score -8569406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8569402.000000 Penalty: 3620.864990
	Iteration 46Q: 3 clusters Score -8569402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8569409.000000 Penalty: 3620.864990
	Iteration 47Q: 3 clusters Score -8569409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8569415.000000 Penalty: 3620.864990
	Iteration 48Q: 3 clusters Score -8569415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8569414.000000 Penalty: 3620.864990
	Iteration 49Q: 3 clusters Score -8569414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8569430.000000 Penalty: 3620.864990
	Iteration 50Q: 3 clusters Score -8569430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8569432.000000 Penalty: 3620.864990
	Iteration 51Q: 3 clusters Score -8569432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8569433.000000 Penalty: 3620.864990
	Iteration 52Q: 3 clusters Score -8569433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8569437.000000 Penalty: 3620.864990
	Iteration 53Q: 3 clusters Score -8569437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8569434.000000 Penalty: 3620.864990
	Iteration 54Q: 3 clusters Score -8569434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68310 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8569430.000000 Penalty: 3620.864990
	Iteration 55Q: 3 clusters Score -8569430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68310 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8569432.000000 Penalty: 3620.864990
	Iteration 56Q: 3 clusters Score -8569432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8569435.000000 Penalty: 3620.864990
	Iteration 57Q: 3 clusters Score -8569435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8569441.000000 Penalty: 3620.864990
	Iteration 58Q: 3 clusters Score -8569441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8569439.000000 Penalty: 3620.864990
	Iteration 59Q: 3 clusters Score -8569439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8569441.000000 Penalty: 3620.864990
	Iteration 60F: 3 clusters Score -8569441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68333 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8569456.000000 Penalty: 3620.864990
	Iteration 61Q: 3 clusters Score -8569456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8569454.000000 Penalty: 3620.864990
	Iteration 62Q: 3 clusters Score -8569454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8569453.000000 Penalty: 3620.864990
	Iteration 63Q: 3 clusters Score -8569453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8569458.000000 Penalty: 3620.864990
	Iteration 64Q: 3 clusters Score -8569458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68361 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8569451.000000 Penalty: 3620.864990
	Iteration 65Q: 3 clusters Score -8569451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8569453.000000 Penalty: 3620.864990
	Iteration 66Q: 3 clusters Score -8569453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8569462.000000 Penalty: 3620.864990
	Iteration 67Q: 3 clusters Score -8569462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68393 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8569450.000000 Penalty: 3620.864990
	Iteration 68Q: 3 clusters Score -8569450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8569444.000000 Penalty: 3620.864990
	Iteration 69Q: 3 clusters Score -8569444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8569448.000000 Penalty: 3620.864990
	Iteration 70Q: 3 clusters Score -8569448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8569452.000000 Penalty: 3620.864990
	Iteration 71Q: 3 clusters Score -8569452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8569459.000000 Penalty: 3620.864990
	Iteration 72Q: 3 clusters Score -8569459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8569453.000000 Penalty: 3620.864990
	Iteration 73Q: 3 clusters Score -8569453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8569453.000000 Penalty: 3620.864990
	Iteration 74Q: 3 clusters Score -8569453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8569458.000000 Penalty: 3620.864990
	Iteration 75Q: 3 clusters Score -8569458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8569450.000000 Penalty: 3620.864990
	Iteration 76Q: 3 clusters Score -8569450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8569455.000000 Penalty: 3620.864990
	Iteration 77Q: 3 clusters Score -8569455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8569459.000000 Penalty: 3620.864990
	Iteration 78Q: 3 clusters Score -8569459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8569464.000000 Penalty: 3620.864990
	Iteration 79Q: 3 clusters Score -8569464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8569460.000000 Penalty: 3620.864990
	Iteration 80F: 3 clusters Score -8569460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Entering Unmasked Estep 
Score: -840605.937500 Penalty: 1432.521729
	Iteration 0F: 2 clusters Score -840605.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -835524.187500 Penalty: 2865.043457
	Iteration 0F: 3 clusters Score -835524.2 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -837070.250000 Penalty: 2865.043457
	Iteration 1F: 3 clusters Score -837070.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -837358.125000 Penalty: 2865.043457
	Iteration 2F: 3 clusters Score -837358.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -837686.312500 Penalty: 2865.043457
	Iteration 3F: 3 clusters Score -837686.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -838171.187500 Penalty: 2865.043457
	Iteration 4F: 3 clusters Score -838171.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -838942.500000 Penalty: 2865.043457
	Iteration 5F: 3 clusters Score -838942.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -839854.187500 Penalty: 2865.043457
	Iteration 6F: 3 clusters Score -839854.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -840476.875000 Penalty: 2865.043457
	Iteration 7F: 3 clusters Score -840476.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -840706.375000 Penalty: 2865.043457
	Iteration 8Q: 3 clusters Score -840706.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -840805.312500 Penalty: 2865.043457
	Iteration 9Q: 3 clusters Score -840805.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -840839.625000 Penalty: 2865.043457
	Iteration 10Q: 3 clusters Score -840839.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -840845.625000 Penalty: 2865.043457
	Iteration 11Q: 3 clusters Score -840845.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -840846.625000 Penalty: 2865.043457
	Iteration 12Q: 3 clusters Score -840846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -840847.500000 Penalty: 2865.043457
	Iteration 13Q: 3 clusters Score -840847.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -840850.062500 Penalty: 2865.043457
	Iteration 14Q: 3 clusters Score -840850.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -840850.437500 Penalty: 2865.043457
	Iteration 15Q: 3 clusters Score -840850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -840850.250000 Penalty: 2865.043457
	Iteration 16Q: 3 clusters Score -840850.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -840850.250000 Penalty: 2865.043457
	Iteration 17F: 3 clusters Score -840850.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21630 members 
Mstep: Class 3 contains 8062 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 62768 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 8164 members 
Mstep: Class 8 contains 84854 members 
Mstep: Class 9 contains 16942 members 
Mstep: Class 10 contains 4163 members 
Mstep: Class 11 contains 8705 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 29375 members 
Mstep: Class 14 contains 56683 members 
Mstep: Class 15 contains 17252 members 
Mstep: Class 16 contains 68949 members 
Mstep: Class 17 contains 3943 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 18720 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 72666 members 
Mstep: Class 26 contains 5165 members 
Mstep: Class 27 contains 2795 members 
Entering Unmasked Estep 
Score: -62620132.000000 Penalty: 57702.019531
Splitting cluster 17 changes total score from -62617308.000000 to -62620132.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -439386.406250 Penalty: 1330.436157
	Iteration 0F: 2 clusters Score -439386.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -436231.468750 Penalty: 2660.872314
	Iteration 0F: 3 clusters Score -436231.5 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -437164.000000 Penalty: 2660.872314
	Iteration 1F: 3 clusters Score -437164 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -437509.281250 Penalty: 2660.872314
	Iteration 2F: 3 clusters Score -437509.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -437844.343750 Penalty: 2660.872314
	Iteration 3F: 3 clusters Score -437844.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -438137.312500 Penalty: 2660.872314
	Iteration 4F: 3 clusters Score -438137.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -438410.000000 Penalty: 2660.872314
	Iteration 5F: 3 clusters Score -438410 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -438644.187500 Penalty: 2660.872314
	Iteration 6F: 3 clusters Score -438644.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -438796.906250 Penalty: 2660.872314
	Iteration 7Q: 3 clusters Score -438796.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -438921.875000 Penalty: 2660.872314
	Iteration 8Q: 3 clusters Score -438921.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -439012.718750 Penalty: 2660.872314
	Iteration 9Q: 3 clusters Score -439012.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -439105.843750 Penalty: 2660.872314
	Iteration 10Q: 3 clusters Score -439105.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -439180.843750 Penalty: 2660.872314
	Iteration 11Q: 3 clusters Score -439180.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -439232.500000 Penalty: 2660.872314
	Iteration 12Q: 3 clusters Score -439232.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -439267.750000 Penalty: 2660.872314
	Iteration 13Q: 3 clusters Score -439267.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -439282.312500 Penalty: 2660.872314
	Iteration 14Q: 3 clusters Score -439282.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -439290.687500 Penalty: 2660.872314
	Iteration 15Q: 3 clusters Score -439290.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -439300.906250 Penalty: 2660.872314
	Iteration 16Q: 3 clusters Score -439300.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -439310.000000 Penalty: 2660.872314
	Iteration 17Q: 3 clusters Score -439310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -439317.437500 Penalty: 2660.872314
	Iteration 18Q: 3 clusters Score -439317.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -439326.250000 Penalty: 2660.872314
	Iteration 19Q: 3 clusters Score -439326.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -439331.406250 Penalty: 2660.872314
	Iteration 20F: 3 clusters Score -439331.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -439335.468750 Penalty: 2660.872314
	Iteration 21Q: 3 clusters Score -439335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -439336.093750 Penalty: 2660.872314
	Iteration 22Q: 3 clusters Score -439336.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -439336.093750 Penalty: 2660.872314
	Iteration 23F: 3 clusters Score -439336.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Entering Unmasked Estep 
Score: -473003.031250 Penalty: 1348.391235
	Iteration 0F: 2 clusters Score -473003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -469610.125000 Penalty: 2696.782471
	Iteration 0F: 3 clusters Score -469610.1 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -470516.781250 Penalty: 2696.782471
	Iteration 1F: 3 clusters Score -470516.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -470695.062500 Penalty: 2696.782471
	Iteration 2F: 3 clusters Score -470695.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -470808.031250 Penalty: 2696.782471
	Iteration 3F: 3 clusters Score -470808 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -470894.406250 Penalty: 2696.782471
	Iteration 4Q: 3 clusters Score -470894.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -470957.343750 Penalty: 2696.782471
	Iteration 5Q: 3 clusters Score -470957.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -471002.156250 Penalty: 2696.782471
	Iteration 6Q: 3 clusters Score -471002.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -471033.937500 Penalty: 2696.782471
	Iteration 7Q: 3 clusters Score -471033.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -471060.656250 Penalty: 2696.782471
	Iteration 8Q: 3 clusters Score -471060.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -471086.625000 Penalty: 2696.782471
	Iteration 9Q: 3 clusters Score -471086.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -471108.968750 Penalty: 2696.782471
	Iteration 10Q: 3 clusters Score -471109 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -471131.593750 Penalty: 2696.782471
	Iteration 11Q: 3 clusters Score -471131.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -471158.843750 Penalty: 2696.782471
	Iteration 12Q: 3 clusters Score -471158.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -471176.843750 Penalty: 2696.782471
	Iteration 13Q: 3 clusters Score -471176.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -471193.437500 Penalty: 2696.782471
	Iteration 14Q: 3 clusters Score -471193.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -471206.093750 Penalty: 2696.782471
	Iteration 15Q: 3 clusters Score -471206.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -471220.562500 Penalty: 2696.782471
	Iteration 16Q: 3 clusters Score -471220.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -471227.437500 Penalty: 2696.782471
	Iteration 17Q: 3 clusters Score -471227.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -471233.437500 Penalty: 2696.782471
	Iteration 18Q: 3 clusters Score -471233.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -471238.218750 Penalty: 2696.782471
	Iteration 19Q: 3 clusters Score -471238.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -471244.031250 Penalty: 2696.782471
	Iteration 20F: 3 clusters Score -471244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -471250.125000 Penalty: 2696.782471
	Iteration 21Q: 3 clusters Score -471250.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -471261.593750 Penalty: 2696.782471
	Iteration 22Q: 3 clusters Score -471261.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -471270.187500 Penalty: 2696.782471
	Iteration 23Q: 3 clusters Score -471270.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -471281.031250 Penalty: 2696.782471
	Iteration 24Q: 3 clusters Score -471281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -471291.468750 Penalty: 2696.782471
	Iteration 25Q: 3 clusters Score -471291.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -471298.343750 Penalty: 2696.782471
	Iteration 26Q: 3 clusters Score -471298.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -471306.343750 Penalty: 2696.782471
	Iteration 27Q: 3 clusters Score -471306.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -471313.656250 Penalty: 2696.782471
	Iteration 28Q: 3 clusters Score -471313.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -471319.531250 Penalty: 2696.782471
	Iteration 29Q: 3 clusters Score -471319.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -471327.812500 Penalty: 2696.782471
	Iteration 30Q: 3 clusters Score -471327.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -471334.875000 Penalty: 2696.782471
	Iteration 31Q: 3 clusters Score -471334.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -471343.562500 Penalty: 2696.782471
	Iteration 32Q: 3 clusters Score -471343.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -471354.375000 Penalty: 2696.782471
	Iteration 33Q: 3 clusters Score -471354.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -471359.843750 Penalty: 2696.782471
	Iteration 34Q: 3 clusters Score -471359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -471364.000000 Penalty: 2696.782471
	Iteration 35Q: 3 clusters Score -471364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -471367.468750 Penalty: 2696.782471
	Iteration 36Q: 3 clusters Score -471367.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -471372.250000 Penalty: 2696.782471
	Iteration 37Q: 3 clusters Score -471372.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -471376.843750 Penalty: 2696.782471
	Iteration 38Q: 3 clusters Score -471376.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -471382.812500 Penalty: 2696.782471
	Iteration 39Q: 3 clusters Score -471382.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -471388.406250 Penalty: 2696.782471
	Iteration 40F: 3 clusters Score -471388.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -471398.375000 Penalty: 2696.782471
	Iteration 41Q: 3 clusters Score -471398.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -471406.343750 Penalty: 2696.782471
	Iteration 42Q: 3 clusters Score -471406.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -471414.437500 Penalty: 2696.782471
	Iteration 43Q: 3 clusters Score -471414.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -471422.625000 Penalty: 2696.782471
	Iteration 44Q: 3 clusters Score -471422.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -471434.875000 Penalty: 2696.782471
	Iteration 45Q: 3 clusters Score -471434.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -471446.125000 Penalty: 2696.782471
	Iteration 46Q: 3 clusters Score -471446.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -471459.843750 Penalty: 2696.782471
	Iteration 47Q: 3 clusters Score -471459.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -471474.625000 Penalty: 2696.782471
	Iteration 48Q: 3 clusters Score -471474.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -471483.125000 Penalty: 2696.782471
	Iteration 49Q: 3 clusters Score -471483.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -471489.000000 Penalty: 2696.782471
	Iteration 50Q: 3 clusters Score -471489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -471496.781250 Penalty: 2696.782471
	Iteration 51Q: 3 clusters Score -471496.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -471503.000000 Penalty: 2696.782471
	Iteration 52Q: 3 clusters Score -471503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -471507.937500 Penalty: 2696.782471
	Iteration 53Q: 3 clusters Score -471507.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -471511.218750 Penalty: 2696.782471
	Iteration 54Q: 3 clusters Score -471511.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -471516.843750 Penalty: 2696.782471
	Iteration 55Q: 3 clusters Score -471516.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -471521.750000 Penalty: 2696.782471
	Iteration 56Q: 3 clusters Score -471521.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -471527.062500 Penalty: 2696.782471
	Iteration 57Q: 3 clusters Score -471527.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -471535.406250 Penalty: 2696.782471
	Iteration 58Q: 3 clusters Score -471535.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -471541.343750 Penalty: 2696.782471
	Iteration 59Q: 3 clusters Score -471541.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -471546.406250 Penalty: 2696.782471
	Iteration 60F: 3 clusters Score -471546.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -471550.031250 Penalty: 2696.782471
	Iteration 61Q: 3 clusters Score -471550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -471551.718750 Penalty: 2696.782471
	Iteration 62Q: 3 clusters Score -471551.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -471554.937500 Penalty: 2696.782471
	Iteration 63Q: 3 clusters Score -471554.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -471559.281250 Penalty: 2696.782471
	Iteration 64Q: 3 clusters Score -471559.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -471564.500000 Penalty: 2696.782471
	Iteration 65Q: 3 clusters Score -471564.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -471567.687500 Penalty: 2696.782471
	Iteration 66Q: 3 clusters Score -471567.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -471572.031250 Penalty: 2696.782471
	Iteration 67Q: 3 clusters Score -471572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -471577.812500 Penalty: 2696.782471
	Iteration 68Q: 3 clusters Score -471577.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -471583.000000 Penalty: 2696.782471
	Iteration 69Q: 3 clusters Score -471583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -471586.375000 Penalty: 2696.782471
	Iteration 70Q: 3 clusters Score -471586.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -471593.750000 Penalty: 2696.782471
	Iteration 71Q: 3 clusters Score -471593.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -471600.281250 Penalty: 2696.782471
	Iteration 72Q: 3 clusters Score -471600.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -471605.687500 Penalty: 2696.782471
	Iteration 73Q: 3 clusters Score -471605.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -471611.687500 Penalty: 2696.782471
	Iteration 74Q: 3 clusters Score -471611.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -471618.531250 Penalty: 2696.782471
	Iteration 75Q: 3 clusters Score -471618.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -471622.000000 Penalty: 2696.782471
	Iteration 76Q: 3 clusters Score -471622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -471627.812500 Penalty: 2696.782471
	Iteration 77Q: 3 clusters Score -471627.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -471633.250000 Penalty: 2696.782471
	Iteration 78Q: 3 clusters Score -471633.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -471637.875000 Penalty: 2696.782471
	Iteration 79Q: 3 clusters Score -471637.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -471641.281250 Penalty: 2696.782471
	Iteration 80F: 3 clusters Score -471641.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -471646.562500 Penalty: 2696.782471
	Iteration 81Q: 3 clusters Score -471646.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -471648.812500 Penalty: 2696.782471
	Iteration 82Q: 3 clusters Score -471648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -471651.406250 Penalty: 2696.782471
	Iteration 83Q: 3 clusters Score -471651.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -471651.656250 Penalty: 2696.782471
	Iteration 84Q: 3 clusters Score -471651.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -471652.125000 Penalty: 2696.782471
	Iteration 85Q: 3 clusters Score -471652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -471652.468750 Penalty: 2696.782471
	Iteration 86Q: 3 clusters Score -471652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -471652.468750 Penalty: 2696.782471
	Iteration 87F: 3 clusters Score -471652.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Entering Unmasked Estep 
Score: -295942.093750 Penalty: 1278.342285
	Iteration 0F: 2 clusters Score -295942.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -293506.687500 Penalty: 2556.684570
	Iteration 0F: 3 clusters Score -293506.7 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -294133.843750 Penalty: 2556.684570
	Iteration 1F: 3 clusters Score -294133.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -294312.656250 Penalty: 2556.684570
	Iteration 2F: 3 clusters Score -294312.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -294446.062500 Penalty: 2556.684570
	Iteration 3F: 3 clusters Score -294446.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -294566.593750 Penalty: 2556.684570
	Iteration 4Q: 3 clusters Score -294566.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -294711.781250 Penalty: 2556.684570
	Iteration 5Q: 3 clusters Score -294711.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -294804.812500 Penalty: 2556.684570
	Iteration 6Q: 3 clusters Score -294804.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -294903.187500 Penalty: 2556.684570
	Iteration 7Q: 3 clusters Score -294903.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -294985.125000 Penalty: 2556.684570
	Iteration 8Q: 3 clusters Score -294985.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -295038.031250 Penalty: 2556.684570
	Iteration 9Q: 3 clusters Score -295038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -295074.781250 Penalty: 2556.684570
	Iteration 10Q: 3 clusters Score -295074.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -295107.218750 Penalty: 2556.684570
	Iteration 11Q: 3 clusters Score -295107.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -295135.812500 Penalty: 2556.684570
	Iteration 12Q: 3 clusters Score -295135.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -295167.312500 Penalty: 2556.684570
	Iteration 13Q: 3 clusters Score -295167.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -295202.687500 Penalty: 2556.684570
	Iteration 14Q: 3 clusters Score -295202.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -295244.000000 Penalty: 2556.684570
	Iteration 15Q: 3 clusters Score -295244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -295289.718750 Penalty: 2556.684570
	Iteration 16Q: 3 clusters Score -295289.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -295315.875000 Penalty: 2556.684570
	Iteration 17Q: 3 clusters Score -295315.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -295334.437500 Penalty: 2556.684570
	Iteration 18Q: 3 clusters Score -295334.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -295349.875000 Penalty: 2556.684570
	Iteration 19Q: 3 clusters Score -295349.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -295359.937500 Penalty: 2556.684570
	Iteration 20F: 3 clusters Score -295359.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -295371.187500 Penalty: 2556.684570
	Iteration 21Q: 3 clusters Score -295371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -295378.781250 Penalty: 2556.684570
	Iteration 22Q: 3 clusters Score -295378.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -295387.031250 Penalty: 2556.684570
	Iteration 23Q: 3 clusters Score -295387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -295396.343750 Penalty: 2556.684570
	Iteration 24Q: 3 clusters Score -295396.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -295403.312500 Penalty: 2556.684570
	Iteration 25Q: 3 clusters Score -295403.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -295406.593750 Penalty: 2556.684570
	Iteration 26Q: 3 clusters Score -295406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -295409.500000 Penalty: 2556.684570
	Iteration 27Q: 3 clusters Score -295409.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -295410.500000 Penalty: 2556.684570
	Iteration 28Q: 3 clusters Score -295410.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -295411.593750 Penalty: 2556.684570
	Iteration 29Q: 3 clusters Score -295411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -295411.593750 Penalty: 2556.684570
	Iteration 30F: 3 clusters Score -295411.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -40169.097656 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -40169.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39213.335938 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -39213.34 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39390.023438 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -39390.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39467.144531 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -39467.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39506.843750 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -39506.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39525.253906 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -39525.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39560.957031 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -39560.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39573.800781 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -39573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39585.476562 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -39585.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39612.320312 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -39612.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39620.882812 Penalty: 1953.661865
	Iteration 9Q: 3 clusters Score -39620.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39630.144531 Penalty: 1953.661865
	Iteration 10Q: 3 clusters Score -39630.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39647.308594 Penalty: 1953.661865
	Iteration 11Q: 3 clusters Score -39647.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39670.167969 Penalty: 1953.661865
	Iteration 12Q: 3 clusters Score -39670.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39683.886719 Penalty: 1953.661865
	Iteration 13Q: 3 clusters Score -39683.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39702.605469 Penalty: 1953.661865
	Iteration 14Q: 3 clusters Score -39702.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39727.789062 Penalty: 1953.661865
	Iteration 15Q: 3 clusters Score -39727.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39736.101562 Penalty: 1953.661865
	Iteration 16Q: 3 clusters Score -39736.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39740.757812 Penalty: 1953.661865
	Iteration 17Q: 3 clusters Score -39740.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39742.511719 Penalty: 1953.661865
	Iteration 18Q: 3 clusters Score -39742.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39742.511719 Penalty: 1953.661865
	Iteration 19F: 3 clusters Score -39742.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Entering Unmasked Estep 
Score: -548551.625000 Penalty: 1363.934326
	Iteration 0F: 2 clusters Score -548551.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -544854.062500 Penalty: 2727.868652
	Iteration 0F: 3 clusters Score -544854.1 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -545803.000000 Penalty: 2727.868652
	Iteration 1F: 3 clusters Score -545803 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -545989.875000 Penalty: 2727.868652
	Iteration 2F: 3 clusters Score -545989.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -546119.875000 Penalty: 2727.868652
	Iteration 3F: 3 clusters Score -546119.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -546243.812500 Penalty: 2727.868652
	Iteration 4Q: 3 clusters Score -546243.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -546359.562500 Penalty: 2727.868652
	Iteration 5Q: 3 clusters Score -546359.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -546486.312500 Penalty: 2727.868652
	Iteration 6Q: 3 clusters Score -546486.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -546622.437500 Penalty: 2727.868652
	Iteration 7Q: 3 clusters Score -546622.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -546743.187500 Penalty: 2727.868652
	Iteration 8Q: 3 clusters Score -546743.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -546860.875000 Penalty: 2727.868652
	Iteration 9Q: 3 clusters Score -546860.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -546973.562500 Penalty: 2727.868652
	Iteration 10Q: 3 clusters Score -546973.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -547089.187500 Penalty: 2727.868652
	Iteration 11Q: 3 clusters Score -547089.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -547168.125000 Penalty: 2727.868652
	Iteration 12Q: 3 clusters Score -547168.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -547228.500000 Penalty: 2727.868652
	Iteration 13Q: 3 clusters Score -547228.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -547263.000000 Penalty: 2727.868652
	Iteration 14Q: 3 clusters Score -547263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -547293.500000 Penalty: 2727.868652
	Iteration 15Q: 3 clusters Score -547293.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -547312.125000 Penalty: 2727.868652
	Iteration 16Q: 3 clusters Score -547312.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -547327.062500 Penalty: 2727.868652
	Iteration 17Q: 3 clusters Score -547327.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -547338.625000 Penalty: 2727.868652
	Iteration 18Q: 3 clusters Score -547338.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -547347.437500 Penalty: 2727.868652
	Iteration 19Q: 3 clusters Score -547347.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -547351.750000 Penalty: 2727.868652
	Iteration 20F: 3 clusters Score -547351.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -547354.000000 Penalty: 2727.868652
	Iteration 21Q: 3 clusters Score -547354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -547355.375000 Penalty: 2727.868652
	Iteration 22Q: 3 clusters Score -547355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -547356.187500 Penalty: 2727.868652
	Iteration 23Q: 3 clusters Score -547356.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -547359.312500 Penalty: 2727.868652
	Iteration 24Q: 3 clusters Score -547359.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -547362.750000 Penalty: 2727.868652
	Iteration 25Q: 3 clusters Score -547362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -547364.187500 Penalty: 2727.868652
	Iteration 26Q: 3 clusters Score -547364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -547367.437500 Penalty: 2727.868652
	Iteration 27Q: 3 clusters Score -547367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -547369.187500 Penalty: 2727.868652
	Iteration 28Q: 3 clusters Score -547369.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -547370.875000 Penalty: 2727.868652
	Iteration 29Q: 3 clusters Score -547370.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -547374.312500 Penalty: 2727.868652
	Iteration 30Q: 3 clusters Score -547374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -547376.687500 Penalty: 2727.868652
	Iteration 31Q: 3 clusters Score -547376.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -547377.937500 Penalty: 2727.868652
	Iteration 32Q: 3 clusters Score -547377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -547378.687500 Penalty: 2727.868652
	Iteration 33Q: 3 clusters Score -547378.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -547380.000000 Penalty: 2727.868652
	Iteration 34Q: 3 clusters Score -547380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -547380.125000 Penalty: 2727.868652
	Iteration 35Q: 3 clusters Score -547380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -547380.437500 Penalty: 2727.868652
	Iteration 36Q: 3 clusters Score -547380.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -547380.437500 Penalty: 2727.868652
	Iteration 37F: 3 clusters Score -547380.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Entering Unmasked Estep 
Score: -2330041.750000 Penalty: 1598.569092
	Iteration 0F: 2 clusters Score -2330042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2317311.000000 Penalty: 3197.138184
	Iteration 0F: 3 clusters Score -2317311 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2321757.750000 Penalty: 3197.138184
	Iteration 1F: 3 clusters Score -2321758 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2322038.500000 Penalty: 3197.138184
	Iteration 2Q: 3 clusters Score -2322038 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2322330.250000 Penalty: 3197.138184
	Iteration 3Q: 3 clusters Score -2322330 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2322655.000000 Penalty: 3197.138184
	Iteration 4Q: 3 clusters Score -2322655 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2323018.250000 Penalty: 3197.138184
	Iteration 5Q: 3 clusters Score -2323018 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2323516.000000 Penalty: 3197.138184
	Iteration 6Q: 3 clusters Score -2323516 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2324145.000000 Penalty: 3197.138184
	Iteration 7F: 3 clusters Score -2324145 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2324946.500000 Penalty: 3197.138184
	Iteration 8F: 3 clusters Score -2324946 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2325885.250000 Penalty: 3197.138184
	Iteration 9F: 3 clusters Score -2325885 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2326762.750000 Penalty: 3197.138184
	Iteration 10F: 3 clusters Score -2326763 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2327465.250000 Penalty: 3197.138184
	Iteration 11Q: 3 clusters Score -2327465 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2327912.750000 Penalty: 3197.138184
	Iteration 12Q: 3 clusters Score -2327913 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2328230.500000 Penalty: 3197.138184
	Iteration 13Q: 3 clusters Score -2328230 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2328432.500000 Penalty: 3197.138184
	Iteration 14Q: 3 clusters Score -2328432 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2328528.750000 Penalty: 3197.138184
	Iteration 15Q: 3 clusters Score -2328529 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2328579.000000 Penalty: 3197.138184
	Iteration 16Q: 3 clusters Score -2328579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2328603.000000 Penalty: 3197.138184
	Iteration 17Q: 3 clusters Score -2328603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2328626.000000 Penalty: 3197.138184
	Iteration 18Q: 3 clusters Score -2328626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2328650.750000 Penalty: 3197.138184
	Iteration 19Q: 3 clusters Score -2328651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2328659.000000 Penalty: 3197.138184
	Iteration 20F: 3 clusters Score -2328659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2328658.750000 Penalty: 3197.138184
	Iteration 21Q: 3 clusters Score -2328659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2328665.500000 Penalty: 3197.138184
	Iteration 22Q: 3 clusters Score -2328666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2328672.000000 Penalty: 3197.138184
	Iteration 23Q: 3 clusters Score -2328672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2328676.000000 Penalty: 3197.138184
	Iteration 24Q: 3 clusters Score -2328676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2328678.750000 Penalty: 3197.138184
	Iteration 25Q: 3 clusters Score -2328679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2328682.000000 Penalty: 3197.138184
	Iteration 26Q: 3 clusters Score -2328682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2328686.750000 Penalty: 3197.138184
	Iteration 27Q: 3 clusters Score -2328687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2328686.750000 Penalty: 3197.138184
	Iteration 28Q: 3 clusters Score -2328687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2328690.750000 Penalty: 3197.138184
	Iteration 29Q: 3 clusters Score -2328691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2328690.250000 Penalty: 3197.138184
	Iteration 30Q: 3 clusters Score -2328690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2328690.250000 Penalty: 3197.138184
	Iteration 31F: 3 clusters Score -2328690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -13979.023438 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -13979.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13430.844727 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -13430.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13604.838867 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -13604.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13667.503906 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -13667.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13756.523438 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -13756.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13773.928711 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -13773.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13789.023438 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -13789.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13796.113281 Penalty: 1676.692993
	Iteration 6Q: 3 clusters Score -13796.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13801.379883 Penalty: 1676.692993
	Iteration 7Q: 3 clusters Score -13801.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13801.379883 Penalty: 1676.692993
	Iteration 8F: 3 clusters Score -13801.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21630 members 
Mstep: Class 3 contains 8062 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 62768 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 8164 members 
Mstep: Class 8 contains 84854 members 
Mstep: Class 9 contains 16942 members 
Mstep: Class 10 contains 4163 members 
Mstep: Class 11 contains 8705 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 29375 members 
Mstep: Class 14 contains 56683 members 
Mstep: Class 15 contains 17252 members 
Mstep: Class 16 contains 68949 members 
Mstep: Class 17 contains 3943 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 18720 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62622356.000000 Penalty: 57702.019531
Iteration 79Q: 28 clusters Score -6.262236e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 21445 members 
Mstep: Class 3 contains 8137 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 62550 members 
Mstep: Class 6 contains 1917 members 
Mstep: Class 7 contains 8184 members 
Mstep: Class 8 contains 84844 members 
Mstep: Class 9 contains 17002 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 8985 members 
Mstep: Class 12 contains 3557 members 
Mstep: Class 13 contains 29324 members 
Mstep: Class 14 contains 56944 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 69736 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 3600 members 
Mstep: Class 19 contains 4031 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4442 members 
Mstep: Class 23 contains 18868 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 71668 members 
Mstep: Class 26 contains 5295 members 
Mstep: Class 27 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62623672.000000 Penalty: 57702.019531
Iteration 80F: 28 clusters Score -6.262367e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 21238 members 
Mstep: Class 3 contains 8119 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 62354 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 8190 members 
Mstep: Class 8 contains 84791 members 
Mstep: Class 9 contains 16927 members 
Mstep: Class 10 contains 3841 members 
Mstep: Class 11 contains 9258 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 13 contains 29308 members 
Mstep: Class 14 contains 57169 members 
Mstep: Class 15 contains 16504 members 
Mstep: Class 16 contains 70069 members 
Mstep: Class 17 contains 4393 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 3987 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4443 members 
Mstep: Class 23 contains 18961 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 71546 members 
Mstep: Class 26 contains 5476 members 
Mstep: Class 27 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62624184.000000 Penalty: 57702.019531
Iteration 81Q: 28 clusters Score -6.262418e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 21100 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 62223 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 8196 members 
Mstep: Class 8 contains 84758 members 
Mstep: Class 9 contains 16902 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 9519 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 29358 members 
Mstep: Class 14 contains 57438 members 
Mstep: Class 15 contains 16108 members 
Mstep: Class 16 contains 70286 members 
Mstep: Class 17 contains 4511 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 3974 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4436 members 
Mstep: Class 23 contains 19060 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 71348 members 
Mstep: Class 26 contains 5577 members 
Mstep: Class 27 contains 2797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62624576.000000 Penalty: 57702.019531
Iteration 82Q: 28 clusters Score -6.262458e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 20973 members 
Mstep: Class 3 contains 8114 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 62130 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 8203 members 
Mstep: Class 8 contains 84717 members 
Mstep: Class 9 contains 16887 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 9718 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 57720 members 
Mstep: Class 15 contains 15731 members 
Mstep: Class 16 contains 70439 members 
Mstep: Class 17 contains 4616 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 3967 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 19164 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 71181 members 
Mstep: Class 26 contains 5664 members 
Mstep: Class 27 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62625032.000000 Penalty: 57702.019531
Iteration 83Q: 28 clusters Score -6.262503e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 20863 members 
Mstep: Class 3 contains 8123 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 62048 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 8207 members 
Mstep: Class 8 contains 84679 members 
Mstep: Class 9 contains 16878 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 9919 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 29557 members 
Mstep: Class 14 contains 58054 members 
Mstep: Class 15 contains 15315 members 
Mstep: Class 16 contains 70549 members 
Mstep: Class 17 contains 4713 members 
Mstep: Class 18 contains 3524 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 19250 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 71017 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 2839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62625488.000000 Penalty: 57702.019531
Iteration 84Q: 28 clusters Score -6.262549e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 20810 members 
Mstep: Class 3 contains 8128 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 61938 members 
Mstep: Class 6 contains 1915 members 
Mstep: Class 7 contains 8212 members 
Mstep: Class 8 contains 84675 members 
Mstep: Class 9 contains 16878 members 
Mstep: Class 10 contains 3169 members 
Mstep: Class 11 contains 10121 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 29675 members 
Mstep: Class 14 contains 58403 members 
Mstep: Class 15 contains 14893 members 
Mstep: Class 16 contains 70657 members 
Mstep: Class 17 contains 4783 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4375 members 
Mstep: Class 23 contains 19327 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 70812 members 
Mstep: Class 26 contains 5800 members 
Mstep: Class 27 contains 2848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62625748.000000 Penalty: 57702.019531
Iteration 85Q: 28 clusters Score -6.262575e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20747 members 
Mstep: Class 3 contains 8131 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 61871 members 
Mstep: Class 6 contains 1914 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 84661 members 
Mstep: Class 9 contains 16881 members 
Mstep: Class 10 contains 2993 members 
Mstep: Class 11 contains 10309 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 29822 members 
Mstep: Class 14 contains 58777 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 70727 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 19394 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 70630 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 2850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626140.000000 Penalty: 57702.019531
Iteration 86Q: 28 clusters Score -6.262614e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20686 members 
Mstep: Class 3 contains 8133 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 61811 members 
Mstep: Class 6 contains 1915 members 
Mstep: Class 7 contains 8226 members 
Mstep: Class 8 contains 84636 members 
Mstep: Class 9 contains 16880 members 
Mstep: Class 10 contains 2835 members 
Mstep: Class 11 contains 10480 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 13 contains 29960 members 
Mstep: Class 14 contains 59179 members 
Mstep: Class 15 contains 14011 members 
Mstep: Class 16 contains 70787 members 
Mstep: Class 17 contains 4894 members 
Mstep: Class 18 contains 3498 members 
Mstep: Class 19 contains 3943 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 4349 members 
Mstep: Class 23 contains 19447 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 70471 members 
Mstep: Class 26 contains 5896 members 
Mstep: Class 27 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626440.000000 Penalty: 57702.019531
Iteration 87Q: 28 clusters Score -6.262644e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20643 members 
Mstep: Class 3 contains 8141 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 61772 members 
Mstep: Class 6 contains 1915 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 84611 members 
Mstep: Class 9 contains 16885 members 
Mstep: Class 10 contains 2676 members 
Mstep: Class 11 contains 10637 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 13 contains 30092 members 
Mstep: Class 14 contains 59563 members 
Mstep: Class 15 contains 13599 members 
Mstep: Class 16 contains 70800 members 
Mstep: Class 17 contains 4936 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4341 members 
Mstep: Class 23 contains 19505 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 70320 members 
Mstep: Class 26 contains 5945 members 
Mstep: Class 27 contains 2851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626568.000000 Penalty: 57702.019531
Iteration 88Q: 28 clusters Score -6.262657e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 20602 members 
Mstep: Class 3 contains 8155 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 61728 members 
Mstep: Class 6 contains 1914 members 
Mstep: Class 7 contains 8238 members 
Mstep: Class 8 contains 84600 members 
Mstep: Class 9 contains 16889 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 10787 members 
Mstep: Class 12 contains 3447 members 
Mstep: Class 13 contains 30219 members 
Mstep: Class 14 contains 59998 members 
Mstep: Class 15 contains 13155 members 
Mstep: Class 16 contains 70794 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 3485 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4332 members 
Mstep: Class 23 contains 19561 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 70154 members 
Mstep: Class 26 contains 5999 members 
Mstep: Class 27 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626812.000000 Penalty: 57702.019531
Iteration 89Q: 28 clusters Score -6.262681e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 20545 members 
Mstep: Class 3 contains 8157 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 61677 members 
Mstep: Class 6 contains 1913 members 
Mstep: Class 7 contains 8245 members 
Mstep: Class 8 contains 84583 members 
Mstep: Class 9 contains 16892 members 
Mstep: Class 10 contains 2353 members 
Mstep: Class 11 contains 10918 members 
Mstep: Class 12 contains 3446 members 
Mstep: Class 13 contains 30366 members 
Mstep: Class 14 contains 60422 members 
Mstep: Class 15 contains 12729 members 
Mstep: Class 16 contains 70803 members 
Mstep: Class 17 contains 5019 members 
Mstep: Class 18 contains 3478 members 
Mstep: Class 19 contains 3928 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 19618 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 70005 members 
Mstep: Class 26 contains 6059 members 
Mstep: Class 27 contains 2854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626980.000000 Penalty: 57702.019531
Iteration 90Q: 28 clusters Score -6.262698e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 20509 members 
Mstep: Class 3 contains 8163 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 61630 members 
Mstep: Class 6 contains 1913 members 
Mstep: Class 7 contains 8251 members 
Mstep: Class 8 contains 84571 members 
Mstep: Class 9 contains 16892 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 11041 members 
Mstep: Class 12 contains 3446 members 
Mstep: Class 13 contains 30485 members 
Mstep: Class 14 contains 60840 members 
Mstep: Class 15 contains 12316 members 
Mstep: Class 16 contains 70795 members 
Mstep: Class 17 contains 5045 members 
Mstep: Class 18 contains 3473 members 
Mstep: Class 19 contains 3919 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4311 members 
Mstep: Class 23 contains 19661 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 69872 members 
Mstep: Class 26 contains 6128 members 
Mstep: Class 27 contains 2865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627076.000000 Penalty: 57702.019531
Iteration 91Q: 28 clusters Score -6.262708e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 20484 members 
Mstep: Class 3 contains 8171 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 61568 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 8251 members 
Mstep: Class 8 contains 84554 members 
Mstep: Class 9 contains 16892 members 
Mstep: Class 10 contains 2086 members 
Mstep: Class 11 contains 11161 members 
Mstep: Class 12 contains 3445 members 
Mstep: Class 13 contains 30603 members 
Mstep: Class 14 contains 61288 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 70798 members 
Mstep: Class 17 contains 5059 members 
Mstep: Class 18 contains 3469 members 
Mstep: Class 19 contains 3904 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4296 members 
Mstep: Class 23 contains 19703 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 69732 members 
Mstep: Class 26 contains 6186 members 
Mstep: Class 27 contains 2881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627224.000000 Penalty: 57702.019531
Iteration 92Q: 28 clusters Score -6.262722e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 20465 members 
Mstep: Class 3 contains 8176 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 61542 members 
Mstep: Class 6 contains 1909 members 
Mstep: Class 7 contains 8249 members 
Mstep: Class 8 contains 84545 members 
Mstep: Class 9 contains 16896 members 
Mstep: Class 10 contains 1982 members 
Mstep: Class 11 contains 11270 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 30681 members 
Mstep: Class 14 contains 61748 members 
Mstep: Class 15 contains 11451 members 
Mstep: Class 16 contains 70787 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 3896 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 19741 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 69607 members 
Mstep: Class 26 contains 6239 members 
Mstep: Class 27 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627676.000000 Penalty: 57702.019531
Iteration 93Q: 28 clusters Score -6.262768e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 20446 members 
Mstep: Class 3 contains 8177 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 61532 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 8246 members 
Mstep: Class 8 contains 84536 members 
Mstep: Class 9 contains 16895 members 
Mstep: Class 10 contains 1905 members 
Mstep: Class 11 contains 11371 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 30745 members 
Mstep: Class 14 contains 62225 members 
Mstep: Class 15 contains 10988 members 
Mstep: Class 16 contains 70764 members 
Mstep: Class 17 contains 5061 members 
Mstep: Class 18 contains 3461 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4264 members 
Mstep: Class 23 contains 19787 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 69496 members 
Mstep: Class 26 contains 6279 members 
Mstep: Class 27 contains 2918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627868.000000 Penalty: 57702.019531
Iteration 94Q: 28 clusters Score -6.262787e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 20413 members 
Mstep: Class 3 contains 8179 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 61506 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 84545 members 
Mstep: Class 9 contains 16897 members 
Mstep: Class 10 contains 1837 members 
Mstep: Class 11 contains 11475 members 
Mstep: Class 12 contains 3428 members 
Mstep: Class 13 contains 30795 members 
Mstep: Class 14 contains 62704 members 
Mstep: Class 15 contains 10533 members 
Mstep: Class 16 contains 70753 members 
Mstep: Class 17 contains 5072 members 
Mstep: Class 18 contains 3458 members 
Mstep: Class 19 contains 3882 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 19825 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 69393 members 
Mstep: Class 26 contains 6318 members 
Mstep: Class 27 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62628052.000000 Penalty: 57702.019531
Iteration 95Q: 28 clusters Score -6.262805e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 20365 members 
Mstep: Class 3 contains 8180 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 61466 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 84556 members 
Mstep: Class 9 contains 16902 members 
Mstep: Class 10 contains 1769 members 
Mstep: Class 11 contains 11562 members 
Mstep: Class 12 contains 3421 members 
Mstep: Class 13 contains 30857 members 
Mstep: Class 14 contains 63196 members 
Mstep: Class 15 contains 10091 members 
Mstep: Class 16 contains 70730 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 19859 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 69302 members 
Mstep: Class 26 contains 6360 members 
Mstep: Class 27 contains 2950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62628332.000000 Penalty: 57702.019531
Iteration 96Q: 28 clusters Score -6.262833e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 20334 members 
Mstep: Class 3 contains 8180 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 61448 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 8210 members 
Mstep: Class 8 contains 84570 members 
Mstep: Class 9 contains 16906 members 
Mstep: Class 10 contains 1696 members 
Mstep: Class 11 contains 11642 members 
Mstep: Class 12 contains 3414 members 
Mstep: Class 13 contains 30920 members 
Mstep: Class 14 contains 63652 members 
Mstep: Class 15 contains 9666 members 
Mstep: Class 16 contains 70702 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4214 members 
Mstep: Class 23 contains 19886 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 69224 members 
Mstep: Class 26 contains 6407 members 
Mstep: Class 27 contains 2957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2096.912109 but Gain 2137.109375
Score: -62628592.000000 Penalty: 55564.910156
Iteration 97Q: 27 clusters Score -6.262859e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20304 members 
Mstep: Class 3 contains 8181 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 61582 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 8199 members 
Mstep: Class 8 contains 84925 members 
Mstep: Class 9 contains 16907 members 
Mstep: Class 11 contains 11728 members 
Mstep: Class 12 contains 3408 members 
Mstep: Class 13 contains 32052 members 
Mstep: Class 14 contains 64102 members 
Mstep: Class 15 contains 9242 members 
Mstep: Class 16 contains 70720 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4206 members 
Mstep: Class 23 contains 19906 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 69142 members 
Mstep: Class 26 contains 6450 members 
Mstep: Class 27 contains 2962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62630720.000000 Penalty: 55564.910156
Iteration 98Q: 27 clusters Score -6.263072e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 20270 members 
Mstep: Class 3 contains 8178 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 61515 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 8194 members 
Mstep: Class 8 contains 84820 members 
Mstep: Class 9 contains 16907 members 
Mstep: Class 11 contains 11822 members 
Mstep: Class 12 contains 3407 members 
Mstep: Class 13 contains 32178 members 
Mstep: Class 14 contains 64528 members 
Mstep: Class 15 contains 8826 members 
Mstep: Class 16 contains 70707 members 
Mstep: Class 17 contains 5092 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4198 members 
Mstep: Class 23 contains 19922 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 69056 members 
Mstep: Class 26 contains 6520 members 
Mstep: Class 27 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631192.000000 Penalty: 55564.910156
Iteration 99Q: 27 clusters Score -6.263119e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 20234 members 
Mstep: Class 3 contains 8180 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 61474 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 8185 members 
Mstep: Class 8 contains 84766 members 
Mstep: Class 9 contains 16910 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 3405 members 
Mstep: Class 13 contains 32250 members 
Mstep: Class 14 contains 64982 members 
Mstep: Class 15 contains 8386 members 
Mstep: Class 16 contains 70703 members 
Mstep: Class 17 contains 5098 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4193 members 
Mstep: Class 23 contains 19935 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 68951 members 
Mstep: Class 26 contains 6577 members 
Mstep: Class 27 contains 2999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631360.000000 Penalty: 55564.910156
Iteration 100F: 27 clusters Score -6.263136e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 20187 members 
Mstep: Class 3 contains 8180 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 61428 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 8188 members 
Mstep: Class 8 contains 84742 members 
Mstep: Class 9 contains 16914 members 
Mstep: Class 11 contains 12000 members 
Mstep: Class 12 contains 3404 members 
Mstep: Class 13 contains 32282 members 
Mstep: Class 14 contains 65470 members 
Mstep: Class 15 contains 7914 members 
Mstep: Class 16 contains 70720 members 
Mstep: Class 17 contains 5093 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 19940 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 68864 members 
Mstep: Class 26 contains 6640 members 
Mstep: Class 27 contains 3010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631644.000000 Penalty: 55564.910156
Iteration 101Q: 27 clusters Score -6.263164e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20142 members 
Mstep: Class 3 contains 8176 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 61396 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 8191 members 
Mstep: Class 8 contains 84723 members 
Mstep: Class 9 contains 16919 members 
Mstep: Class 11 contains 12082 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 32310 members 
Mstep: Class 14 contains 65962 members 
Mstep: Class 15 contains 7442 members 
Mstep: Class 16 contains 70719 members 
Mstep: Class 17 contains 5103 members 
Mstep: Class 18 contains 3408 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4172 members 
Mstep: Class 23 contains 19950 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 68781 members 
Mstep: Class 26 contains 6688 members 
Mstep: Class 27 contains 3023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631860.000000 Penalty: 55564.910156
Iteration 102Q: 27 clusters Score -6.263186e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20106 members 
Mstep: Class 3 contains 8175 members 
Mstep: Class 4 contains 1508 members 
Mstep: Class 5 contains 61385 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 8194 members 
Mstep: Class 8 contains 84713 members 
Mstep: Class 9 contains 16921 members 
Mstep: Class 11 contains 12151 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 32314 members 
Mstep: Class 14 contains 66482 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 70711 members 
Mstep: Class 17 contains 5111 members 
Mstep: Class 18 contains 3405 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4163 members 
Mstep: Class 23 contains 19955 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 68710 members 
Mstep: Class 26 contains 6728 members 
Mstep: Class 27 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632072.000000 Penalty: 55564.910156
Iteration 103Q: 27 clusters Score -6.263207e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20080 members 
Mstep: Class 3 contains 8177 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 61389 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 8195 members 
Mstep: Class 8 contains 84714 members 
Mstep: Class 9 contains 16922 members 
Mstep: Class 11 contains 12236 members 
Mstep: Class 12 contains 3402 members 
Mstep: Class 13 contains 32319 members 
Mstep: Class 14 contains 66975 members 
Mstep: Class 15 contains 6457 members 
Mstep: Class 16 contains 70697 members 
Mstep: Class 17 contains 5114 members 
Mstep: Class 18 contains 3400 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4155 members 
Mstep: Class 23 contains 19959 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 68619 members 
Mstep: Class 26 contains 6758 members 
Mstep: Class 27 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632244.000000 Penalty: 55564.910156
Iteration 104Q: 27 clusters Score -6.263224e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20063 members 
Mstep: Class 3 contains 8178 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 61381 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 8180 members 
Mstep: Class 8 contains 84711 members 
Mstep: Class 9 contains 16924 members 
Mstep: Class 11 contains 12322 members 
Mstep: Class 12 contains 3401 members 
Mstep: Class 13 contains 32334 members 
Mstep: Class 14 contains 67456 members 
Mstep: Class 15 contains 5982 members 
Mstep: Class 16 contains 70680 members 
Mstep: Class 17 contains 5125 members 
Mstep: Class 18 contains 3394 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4145 members 
Mstep: Class 23 contains 19965 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 68544 members 
Mstep: Class 26 contains 6780 members 
Mstep: Class 27 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632428.000000 Penalty: 55564.910156
Iteration 105Q: 27 clusters Score -6.263243e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20041 members 
Mstep: Class 3 contains 8177 members 
Mstep: Class 4 contains 1502 members 
Mstep: Class 5 contains 61367 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 8166 members 
Mstep: Class 8 contains 84708 members 
Mstep: Class 9 contains 16925 members 
Mstep: Class 11 contains 12400 members 
Mstep: Class 12 contains 3399 members 
Mstep: Class 13 contains 32352 members 
Mstep: Class 14 contains 67920 members 
Mstep: Class 15 contains 5508 members 
Mstep: Class 16 contains 70692 members 
Mstep: Class 17 contains 5145 members 
Mstep: Class 18 contains 3387 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2543 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4143 members 
Mstep: Class 23 contains 19972 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 68462 members 
Mstep: Class 26 contains 6800 members 
Mstep: Class 27 contains 3053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632640.000000 Penalty: 55564.910156
Iteration 106Q: 27 clusters Score -6.263264e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 20007 members 
Mstep: Class 3 contains 8175 members 
Mstep: Class 4 contains 1503 members 
Mstep: Class 5 contains 61344 members 
Mstep: Class 6 contains 1908 members 
Mstep: Class 7 contains 8142 members 
Mstep: Class 8 contains 84713 members 
Mstep: Class 9 contains 16925 members 
Mstep: Class 11 contains 12468 members 
Mstep: Class 12 contains 3398 members 
Mstep: Class 13 contains 32357 members 
Mstep: Class 14 contains 68382 members 
Mstep: Class 15 contains 5055 members 
Mstep: Class 16 contains 70725 members 
Mstep: Class 17 contains 5156 members 
Mstep: Class 18 contains 3385 members 
Mstep: Class 19 contains 3845 members 
Mstep: Class 20 contains 2543 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4138 members 
Mstep: Class 23 contains 19980 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 68389 members 
Mstep: Class 26 contains 6822 members 
Mstep: Class 27 contains 3058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632956.000000 Penalty: 55564.910156
Iteration 107Q: 27 clusters Score -6.263296e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19975 members 
Mstep: Class 3 contains 8176 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 61339 members 
Mstep: Class 6 contains 1908 members 
Mstep: Class 7 contains 8121 members 
Mstep: Class 8 contains 84707 members 
Mstep: Class 9 contains 16924 members 
Mstep: Class 11 contains 12521 members 
Mstep: Class 12 contains 3398 members 
Mstep: Class 13 contains 32369 members 
Mstep: Class 14 contains 68847 members 
Mstep: Class 15 contains 4592 members 
Mstep: Class 16 contains 70751 members 
Mstep: Class 17 contains 5164 members 
Mstep: Class 18 contains 3386 members 
Mstep: Class 19 contains 3844 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4131 members 
Mstep: Class 23 contains 19983 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 68332 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62633240.000000 Penalty: 55564.910156
Iteration 108Q: 27 clusters Score -6.263324e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19948 members 
Mstep: Class 3 contains 8178 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 61327 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 8103 members 
Mstep: Class 8 contains 84708 members 
Mstep: Class 9 contains 16925 members 
Mstep: Class 11 contains 12563 members 
Mstep: Class 12 contains 3397 members 
Mstep: Class 13 contains 32371 members 
Mstep: Class 14 contains 69276 members 
Mstep: Class 15 contains 4170 members 
Mstep: Class 16 contains 70771 members 
Mstep: Class 17 contains 5177 members 
Mstep: Class 18 contains 3387 members 
Mstep: Class 19 contains 3839 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4129 members 
Mstep: Class 23 contains 19986 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 68284 members 
Mstep: Class 26 contains 6856 members 
Mstep: Class 27 contains 3071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62633460.000000 Penalty: 55564.910156
Iteration 109Q: 27 clusters Score -6.263346e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19917 members 
Mstep: Class 3 contains 8178 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 61320 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 8095 members 
Mstep: Class 8 contains 84704 members 
Mstep: Class 9 contains 16925 members 
Mstep: Class 11 contains 12603 members 
Mstep: Class 12 contains 3397 members 
Mstep: Class 13 contains 32381 members 
Mstep: Class 14 contains 69703 members 
Mstep: Class 15 contains 3747 members 
Mstep: Class 16 contains 70796 members 
Mstep: Class 17 contains 5185 members 
Mstep: Class 18 contains 3384 members 
Mstep: Class 19 contains 3838 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4122 members 
Mstep: Class 23 contains 19986 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 68234 members 
Mstep: Class 26 contains 6870 members 
Mstep: Class 27 contains 3083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62633856.000000 Penalty: 55564.910156
Iteration 110Q: 27 clusters Score -6.263386e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19891 members 
Mstep: Class 3 contains 8176 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 61312 members 
Mstep: Class 6 contains 1906 members 
Mstep: Class 7 contains 8080 members 
Mstep: Class 8 contains 84697 members 
Mstep: Class 9 contains 16927 members 
Mstep: Class 11 contains 12643 members 
Mstep: Class 12 contains 3397 members 
Mstep: Class 13 contains 32392 members 
Mstep: Class 14 contains 70147 members 
Mstep: Class 15 contains 3321 members 
Mstep: Class 16 contains 70827 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 3385 members 
Mstep: Class 19 contains 3834 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4118 members 
Mstep: Class 23 contains 19978 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 68190 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 3087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62634076.000000 Penalty: 55564.910156
Iteration 111Q: 27 clusters Score -6.263408e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19852 members 
Mstep: Class 3 contains 8186 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 61297 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 8079 members 
Mstep: Class 8 contains 84701 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 11 contains 12693 members 
Mstep: Class 12 contains 3397 members 
Mstep: Class 13 contains 32395 members 
Mstep: Class 14 contains 70540 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 70869 members 
Mstep: Class 17 contains 5194 members 
Mstep: Class 18 contains 3382 members 
Mstep: Class 19 contains 3832 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4115 members 
Mstep: Class 23 contains 19977 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 68136 members 
Mstep: Class 26 contains 6901 members 
Mstep: Class 27 contains 3089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62634252.000000 Penalty: 55564.910156
Iteration 112Q: 27 clusters Score -6.263425e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19815 members 
Mstep: Class 3 contains 8184 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 61289 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 84701 members 
Mstep: Class 9 contains 16927 members 
Mstep: Class 11 contains 12748 members 
Mstep: Class 12 contains 3397 members 
Mstep: Class 13 contains 32398 members 
Mstep: Class 14 contains 70922 members 
Mstep: Class 15 contains 2538 members 
Mstep: Class 16 contains 70899 members 
Mstep: Class 17 contains 5197 members 
Mstep: Class 18 contains 3380 members 
Mstep: Class 19 contains 3828 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4113 members 
Mstep: Class 23 contains 19975 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 68089 members 
Mstep: Class 26 contains 6916 members 
Mstep: Class 27 contains 3091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62634420.000000 Penalty: 55564.910156
Iteration 113Q: 27 clusters Score -6.263442e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19772 members 
Mstep: Class 3 contains 8190 members 
Mstep: Class 4 contains 1508 members 
Mstep: Class 5 contains 61266 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 8064 members 
Mstep: Class 8 contains 84705 members 
Mstep: Class 9 contains 16922 members 
Mstep: Class 11 contains 12803 members 
Mstep: Class 12 contains 3396 members 
Mstep: Class 13 contains 32405 members 
Mstep: Class 14 contains 71247 members 
Mstep: Class 15 contains 2220 members 
Mstep: Class 16 contains 70948 members 
Mstep: Class 17 contains 5202 members 
Mstep: Class 18 contains 3379 members 
Mstep: Class 19 contains 3823 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4113 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 68043 members 
Mstep: Class 26 contains 6922 members 
Mstep: Class 27 contains 3090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62634480.000000 Penalty: 55564.910156
Iteration 114Q: 27 clusters Score -6.263448e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19730 members 
Mstep: Class 3 contains 8193 members 
Mstep: Class 4 contains 1508 members 
Mstep: Class 5 contains 61250 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 8056 members 
Mstep: Class 8 contains 84701 members 
Mstep: Class 9 contains 16920 members 
Mstep: Class 11 contains 12856 members 
Mstep: Class 12 contains 3396 members 
Mstep: Class 13 contains 32411 members 
Mstep: Class 14 contains 71518 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 71002 members 
Mstep: Class 17 contains 5219 members 
Mstep: Class 18 contains 3379 members 
Mstep: Class 19 contains 3823 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4112 members 
Mstep: Class 23 contains 19965 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 67988 members 
Mstep: Class 26 contains 6929 members 
Mstep: Class 27 contains 3091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62634708.000000 Penalty: 55564.910156
Iteration 115Q: 27 clusters Score -6.263471e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19696 members 
Mstep: Class 3 contains 8191 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 61217 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 8047 members 
Mstep: Class 8 contains 84703 members 
Mstep: Class 9 contains 16919 members 
Mstep: Class 11 contains 12918 members 
Mstep: Class 12 contains 3394 members 
Mstep: Class 13 contains 32411 members 
Mstep: Class 14 contains 71747 members 
Mstep: Class 15 contains 1709 members 
Mstep: Class 16 contains 71062 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 3822 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4112 members 
Mstep: Class 23 contains 19958 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 67932 members 
Mstep: Class 26 contains 6939 members 
Mstep: Class 27 contains 3093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62634892.000000 Penalty: 55564.910156
Iteration 116Q: 27 clusters Score -6.263489e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19644 members 
Mstep: Class 3 contains 8190 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 61192 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 84701 members 
Mstep: Class 9 contains 16920 members 
Mstep: Class 11 contains 12984 members 
Mstep: Class 12 contains 3391 members 
Mstep: Class 13 contains 32414 members 
Mstep: Class 14 contains 71938 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 71119 members 
Mstep: Class 17 contains 5254 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 3820 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4115 members 
Mstep: Class 23 contains 19960 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 67865 members 
Mstep: Class 26 contains 6948 members 
Mstep: Class 27 contains 3094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62634968.000000 Penalty: 55564.910156
Iteration 117Q: 27 clusters Score -6.263497e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19605 members 
Mstep: Class 3 contains 8191 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 61186 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 8037 members 
Mstep: Class 8 contains 84700 members 
Mstep: Class 9 contains 16920 members 
Mstep: Class 11 contains 13047 members 
Mstep: Class 12 contains 3389 members 
Mstep: Class 13 contains 32411 members 
Mstep: Class 14 contains 72083 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 71177 members 
Mstep: Class 17 contains 5271 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 3817 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 19964 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 67794 members 
Mstep: Class 26 contains 6958 members 
Mstep: Class 27 contains 3099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2092.742920 but Gain 2137.113281
Score: -62635052.000000 Penalty: 53427.796875
Iteration 118Q: 26 clusters Score -6.263505e+07 nChanged 1654
Entering ConstructFrom: 
Score: -62635052.000000 Penalty: 53427.796875
Entering ConstructFrom: 
Trying to split cluster 1 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -212254.875000 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -212254.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -210357.734375 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -210357.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -210854.812500 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -210854.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -211060.078125 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -211060.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -211189.343750 Penalty: 2421.653564
	Iteration 3F: 3 clusters Score -211189.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -211255.062500 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -211255.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -211314.046875 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -211314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -211357.281250 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -211357.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -211391.078125 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -211391.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -211414.796875 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -211414.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -211429.234375 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -211429.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -211454.125000 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -211454.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -211483.109375 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -211483.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -211508.125000 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -211508.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -211527.062500 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -211527.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -211545.765625 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -211545.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -211555.765625 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -211555.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -211565.875000 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -211565.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -211574.921875 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -211574.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -211578.468750 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -211578.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -211580.765625 Penalty: 2421.653564
	Iteration 19Q: 3 clusters Score -211580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -211581.859375 Penalty: 2421.653564
	Iteration 20F: 3 clusters Score -211581.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -211583.640625 Penalty: 2421.653564
	Iteration 21Q: 3 clusters Score -211583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -211585.765625 Penalty: 2421.653564
	Iteration 22Q: 3 clusters Score -211585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -211587.843750 Penalty: 2421.653564
	Iteration 23Q: 3 clusters Score -211587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -211589.937500 Penalty: 2421.653564
	Iteration 24Q: 3 clusters Score -211589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -211591.875000 Penalty: 2421.653564
	Iteration 25Q: 3 clusters Score -211591.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -211592.718750 Penalty: 2421.653564
	Iteration 26Q: 3 clusters Score -211592.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -211592.718750 Penalty: 2421.653564
	Iteration 27F: 3 clusters Score -211592.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Entering Unmasked Estep 
Score: -2484434.750000 Penalty: 1606.331909
	Iteration 0F: 2 clusters Score -2484435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2470922.000000 Penalty: 3212.663818
	Iteration 0F: 3 clusters Score -2470922 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2475712.250000 Penalty: 3212.663818
	Iteration 1F: 3 clusters Score -2475712 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2476086.250000 Penalty: 3212.663818
	Iteration 2Q: 3 clusters Score -2476086 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2476527.000000 Penalty: 3212.663818
	Iteration 3F: 3 clusters Score -2476527 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2477086.750000 Penalty: 3212.663818
	Iteration 4F: 3 clusters Score -2477087 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2477905.000000 Penalty: 3212.663818
	Iteration 5F: 3 clusters Score -2477905 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2479052.500000 Penalty: 3212.663818
	Iteration 6F: 3 clusters Score -2479052 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2480452.250000 Penalty: 3212.663818
	Iteration 7F: 3 clusters Score -2480452 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2481684.500000 Penalty: 3212.663818
	Iteration 8F: 3 clusters Score -2481684 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2482396.500000 Penalty: 3212.663818
	Iteration 9Q: 3 clusters Score -2482396 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2482716.500000 Penalty: 3212.663818
	Iteration 10Q: 3 clusters Score -2482716 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2482855.000000 Penalty: 3212.663818
	Iteration 11Q: 3 clusters Score -2482855 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2482936.500000 Penalty: 3212.663818
	Iteration 12Q: 3 clusters Score -2482936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2482989.750000 Penalty: 3212.663818
	Iteration 13Q: 3 clusters Score -2482990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2483016.750000 Penalty: 3212.663818
	Iteration 14Q: 3 clusters Score -2483017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2483039.750000 Penalty: 3212.663818
	Iteration 15Q: 3 clusters Score -2483040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2483057.750000 Penalty: 3212.663818
	Iteration 16Q: 3 clusters Score -2483058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2483062.250000 Penalty: 3212.663818
	Iteration 17Q: 3 clusters Score -2483062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2483066.500000 Penalty: 3212.663818
	Iteration 18Q: 3 clusters Score -2483066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2483072.750000 Penalty: 3212.663818
	Iteration 19Q: 3 clusters Score -2483073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2483074.250000 Penalty: 3212.663818
	Iteration 20F: 3 clusters Score -2483074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2483075.000000 Penalty: 3212.663818
	Iteration 21Q: 3 clusters Score -2483075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2483076.000000 Penalty: 3212.663818
	Iteration 22Q: 3 clusters Score -2483076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2483078.000000 Penalty: 3212.663818
	Iteration 23Q: 3 clusters Score -2483078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2483077.750000 Penalty: 3212.663818
	Iteration 24Q: 3 clusters Score -2483078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2483079.500000 Penalty: 3212.663818
	Iteration 25Q: 3 clusters Score -2483080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2483079.500000 Penalty: 3212.663818
	Iteration 26Q: 3 clusters Score -2483080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2483079.500000 Penalty: 3212.663818
	Iteration 27F: 3 clusters Score -2483080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Entering Unmasked Estep 
Score: -1014152.375000 Penalty: 1464.630127
	Iteration 0F: 2 clusters Score -1014152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1008205.312500 Penalty: 2929.260254
	Iteration 0F: 3 clusters Score -1008205 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1010081.312500 Penalty: 2929.260254
	Iteration 1F: 3 clusters Score -1010081 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1010273.937500 Penalty: 2929.260254
	Iteration 2F: 3 clusters Score -1010274 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1010447.437500 Penalty: 2929.260254
	Iteration 3Q: 3 clusters Score -1010447 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1010609.812500 Penalty: 2929.260254
	Iteration 4Q: 3 clusters Score -1010610 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1010769.875000 Penalty: 2929.260254
	Iteration 5Q: 3 clusters Score -1010770 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1010926.125000 Penalty: 2929.260254
	Iteration 6Q: 3 clusters Score -1010926 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1011094.437500 Penalty: 2929.260254
	Iteration 7Q: 3 clusters Score -1011094 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1011303.812500 Penalty: 2929.260254
	Iteration 8Q: 3 clusters Score -1011304 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1011544.812500 Penalty: 2929.260254
	Iteration 9Q: 3 clusters Score -1011545 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1011819.687500 Penalty: 2929.260254
	Iteration 10Q: 3 clusters Score -1011820 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1012077.750000 Penalty: 2929.260254
	Iteration 11Q: 3 clusters Score -1012078 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1012318.062500 Penalty: 2929.260254
	Iteration 12Q: 3 clusters Score -1012318 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1012497.875000 Penalty: 2929.260254
	Iteration 13Q: 3 clusters Score -1012498 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1012627.437500 Penalty: 2929.260254
	Iteration 14Q: 3 clusters Score -1012627 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1012719.937500 Penalty: 2929.260254
	Iteration 15Q: 3 clusters Score -1012720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1012772.875000 Penalty: 2929.260254
	Iteration 16Q: 3 clusters Score -1012773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1012810.187500 Penalty: 2929.260254
	Iteration 17Q: 3 clusters Score -1012810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1012837.062500 Penalty: 2929.260254
	Iteration 18Q: 3 clusters Score -1012837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1012848.062500 Penalty: 2929.260254
	Iteration 19Q: 3 clusters Score -1012848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1012857.937500 Penalty: 2929.260254
	Iteration 20F: 3 clusters Score -1012858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1012867.500000 Penalty: 2929.260254
	Iteration 21Q: 3 clusters Score -1012868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1012869.562500 Penalty: 2929.260254
	Iteration 22Q: 3 clusters Score -1012870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1012872.687500 Penalty: 2929.260254
	Iteration 23Q: 3 clusters Score -1012873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1012876.500000 Penalty: 2929.260254
	Iteration 24Q: 3 clusters Score -1012876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1012878.250000 Penalty: 2929.260254
	Iteration 25Q: 3 clusters Score -1012878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1012880.312500 Penalty: 2929.260254
	Iteration 26Q: 3 clusters Score -1012880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1012882.250000 Penalty: 2929.260254
	Iteration 27Q: 3 clusters Score -1012882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1012886.062500 Penalty: 2929.260254
	Iteration 28Q: 3 clusters Score -1012886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1012888.312500 Penalty: 2929.260254
	Iteration 29Q: 3 clusters Score -1012888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1012891.687500 Penalty: 2929.260254
	Iteration 30Q: 3 clusters Score -1012892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1012893.562500 Penalty: 2929.260254
	Iteration 31Q: 3 clusters Score -1012894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1012894.250000 Penalty: 2929.260254
	Iteration 32Q: 3 clusters Score -1012894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1012896.625000 Penalty: 2929.260254
	Iteration 33Q: 3 clusters Score -1012897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1012899.562500 Penalty: 2929.260254
	Iteration 34Q: 3 clusters Score -1012900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1012901.937500 Penalty: 2929.260254
	Iteration 35Q: 3 clusters Score -1012902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1012904.500000 Penalty: 2929.260254
	Iteration 36Q: 3 clusters Score -1012904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1012909.875000 Penalty: 2929.260254
	Iteration 37Q: 3 clusters Score -1012910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1012911.750000 Penalty: 2929.260254
	Iteration 38Q: 3 clusters Score -1012912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1012914.250000 Penalty: 2929.260254
	Iteration 39Q: 3 clusters Score -1012914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1012916.125000 Penalty: 2929.260254
	Iteration 40F: 3 clusters Score -1012916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1012917.187500 Penalty: 2929.260254
	Iteration 41Q: 3 clusters Score -1012917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1012918.375000 Penalty: 2929.260254
	Iteration 42Q: 3 clusters Score -1012918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1012918.375000 Penalty: 2929.260254
	Iteration 43F: 3 clusters Score -1012918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -183677.218750 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -183677.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -181916.015625 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -181916 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -182265.796875 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -182265.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -182342.031250 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -182342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -182383.343750 Penalty: 2378.093994
	Iteration 3Q: 3 clusters Score -182383.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -182417.281250 Penalty: 2378.093994
	Iteration 4Q: 3 clusters Score -182417.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -182438.562500 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -182438.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -182453.640625 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -182453.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -182463.078125 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -182463.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -182469.140625 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -182469.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -182473.234375 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -182473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -182474.328125 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -182474.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -182475.125000 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -182475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -182475.750000 Penalty: 2378.093994
	Iteration 12Q: 3 clusters Score -182475.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -182475.750000 Penalty: 2378.093994
	Iteration 13F: 3 clusters Score -182475.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61167 members 
Entering Unmasked Estep 
Score: -7610623.000000 Penalty: 1790.971558
	Iteration 0F: 2 clusters Score -7610623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -7570334.000000 Penalty: 3581.943115
	Iteration 0F: 3 clusters Score -7570334 nChanged 28956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -7586788.500000 Penalty: 3581.943115
	Iteration 1F: 3 clusters Score -7586788 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -7587293.000000 Penalty: 3581.943115
	Iteration 2Q: 3 clusters Score -7587293 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -7587684.000000 Penalty: 3581.943115
	Iteration 3Q: 3 clusters Score -7587684 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -7588156.000000 Penalty: 3581.943115
	Iteration 4Q: 3 clusters Score -7588156 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -7588925.000000 Penalty: 3581.943115
	Iteration 5Q: 3 clusters Score -7588925 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -7590183.500000 Penalty: 3581.943115
	Iteration 6Q: 3 clusters Score -7590184 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -7592527.500000 Penalty: 3581.943115
	Iteration 7F: 3 clusters Score -7592528 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -7596306.000000 Penalty: 3581.943115
	Iteration 8F: 3 clusters Score -7596306 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -7601014.000000 Penalty: 3581.943115
	Iteration 9F: 3 clusters Score -7601014 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -7604942.500000 Penalty: 3581.943115
	Iteration 10F: 3 clusters Score -7604942 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -7607311.500000 Penalty: 3581.943115
	Iteration 11Q: 3 clusters Score -7607312 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -7608391.500000 Penalty: 3581.943115
	Iteration 12Q: 3 clusters Score -7608392 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -7608797.000000 Penalty: 3581.943115
	Iteration 13Q: 3 clusters Score -7608797 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -7608966.000000 Penalty: 3581.943115
	Iteration 14Q: 3 clusters Score -7608966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -7609035.000000 Penalty: 3581.943115
	Iteration 15Q: 3 clusters Score -7609035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -7609071.500000 Penalty: 3581.943115
	Iteration 16Q: 3 clusters Score -7609072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -7609100.000000 Penalty: 3581.943115
	Iteration 17Q: 3 clusters Score -7609100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -7609115.000000 Penalty: 3581.943115
	Iteration 18Q: 3 clusters Score -7609115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -7609138.000000 Penalty: 3581.943115
	Iteration 19Q: 3 clusters Score -7609138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -7609153.500000 Penalty: 3581.943115
	Iteration 20F: 3 clusters Score -7609154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -7609163.000000 Penalty: 3581.943115
	Iteration 21Q: 3 clusters Score -7609163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -7609169.000000 Penalty: 3581.943115
	Iteration 22Q: 3 clusters Score -7609169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -7609172.500000 Penalty: 3581.943115
	Iteration 23Q: 3 clusters Score -7609172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -7609176.500000 Penalty: 3581.943115
	Iteration 24Q: 3 clusters Score -7609176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -7609169.000000 Penalty: 3581.943115
	Iteration 25Q: 3 clusters Score -7609169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -7609172.500000 Penalty: 3581.943115
	Iteration 26Q: 3 clusters Score -7609172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -7609178.000000 Penalty: 3581.943115
	Iteration 27Q: 3 clusters Score -7609178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -7609178.500000 Penalty: 3581.943115
	Iteration 28Q: 3 clusters Score -7609178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -7609176.500000 Penalty: 3581.943115
	Iteration 29Q: 3 clusters Score -7609176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -7609182.000000 Penalty: 3581.943115
	Iteration 30Q: 3 clusters Score -7609182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -7609186.500000 Penalty: 3581.943115
	Iteration 31Q: 3 clusters Score -7609186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -7609179.000000 Penalty: 3581.943115
	Iteration 32Q: 3 clusters Score -7609179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -7609181.500000 Penalty: 3581.943115
	Iteration 33Q: 3 clusters Score -7609182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -7609180.500000 Penalty: 3581.943115
	Iteration 34Q: 3 clusters Score -7609180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -7609182.000000 Penalty: 3581.943115
	Iteration 35Q: 3 clusters Score -7609182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -7609183.000000 Penalty: 3581.943115
	Iteration 36Q: 3 clusters Score -7609183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -7609181.500000 Penalty: 3581.943115
	Iteration 37Q: 3 clusters Score -7609182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -7609181.500000 Penalty: 3581.943115
	Iteration 38F: 3 clusters Score -7609182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -221030.156250 Penalty: 1226.982422
	Iteration 0F: 2 clusters Score -221030.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -218967.000000 Penalty: 2453.964844
	Iteration 0F: 3 clusters Score -218967 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -219415.921875 Penalty: 2453.964844
	Iteration 1F: 3 clusters Score -219415.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -219519.468750 Penalty: 2453.964844
	Iteration 2F: 3 clusters Score -219519.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -219573.578125 Penalty: 2453.964844
	Iteration 3Q: 3 clusters Score -219573.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -219611.265625 Penalty: 2453.964844
	Iteration 4Q: 3 clusters Score -219611.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219633.468750 Penalty: 2453.964844
	Iteration 5Q: 3 clusters Score -219633.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -219655.343750 Penalty: 2453.964844
	Iteration 6Q: 3 clusters Score -219655.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -219668.218750 Penalty: 2453.964844
	Iteration 7Q: 3 clusters Score -219668.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -219680.406250 Penalty: 2453.964844
	Iteration 8Q: 3 clusters Score -219680.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -219689.218750 Penalty: 2453.964844
	Iteration 9Q: 3 clusters Score -219689.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -219695.593750 Penalty: 2453.964844
	Iteration 10Q: 3 clusters Score -219695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -219699.453125 Penalty: 2453.964844
	Iteration 11Q: 3 clusters Score -219699.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -219701.687500 Penalty: 2453.964844
	Iteration 12Q: 3 clusters Score -219701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -219704.093750 Penalty: 2453.964844
	Iteration 13Q: 3 clusters Score -219704.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -219706.453125 Penalty: 2453.964844
	Iteration 14Q: 3 clusters Score -219706.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -219708.078125 Penalty: 2453.964844
	Iteration 15Q: 3 clusters Score -219708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -219708.953125 Penalty: 2453.964844
	Iteration 16Q: 3 clusters Score -219709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -219712.453125 Penalty: 2453.964844
	Iteration 17Q: 3 clusters Score -219712.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -219714.968750 Penalty: 2453.964844
	Iteration 18Q: 3 clusters Score -219715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -219717.390625 Penalty: 2453.964844
	Iteration 19Q: 3 clusters Score -219717.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -219721.718750 Penalty: 2453.964844
	Iteration 20F: 3 clusters Score -219721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -219723.234375 Penalty: 2453.964844
	Iteration 21Q: 3 clusters Score -219723.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -219726.750000 Penalty: 2453.964844
	Iteration 22Q: 3 clusters Score -219726.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -219729.656250 Penalty: 2453.964844
	Iteration 23Q: 3 clusters Score -219729.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -219732.359375 Penalty: 2453.964844
	Iteration 24Q: 3 clusters Score -219732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -219734.375000 Penalty: 2453.964844
	Iteration 25Q: 3 clusters Score -219734.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -219736.281250 Penalty: 2453.964844
	Iteration 26Q: 3 clusters Score -219736.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -219737.625000 Penalty: 2453.964844
	Iteration 27Q: 3 clusters Score -219737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -219738.031250 Penalty: 2453.964844
	Iteration 28Q: 3 clusters Score -219738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -219738.750000 Penalty: 2453.964844
	Iteration 29Q: 3 clusters Score -219738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -219739.453125 Penalty: 2453.964844
	Iteration 30Q: 3 clusters Score -219739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -219740.328125 Penalty: 2453.964844
	Iteration 31Q: 3 clusters Score -219740.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -219741.812500 Penalty: 2453.964844
	Iteration 32Q: 3 clusters Score -219741.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -219741.812500 Penalty: 2453.964844
	Iteration 33F: 3 clusters Score -219741.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Entering Unmasked Estep 
Score: -962634.312500 Penalty: 1463.418213
	Iteration 0F: 2 clusters Score -962634.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -956661.125000 Penalty: 2926.836426
	Iteration 0F: 3 clusters Score -956661.1 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -958485.187500 Penalty: 2926.836426
	Iteration 1F: 3 clusters Score -958485.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -958696.562500 Penalty: 2926.836426
	Iteration 2F: 3 clusters Score -958696.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -958872.375000 Penalty: 2926.836426
	Iteration 3Q: 3 clusters Score -958872.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -959009.937500 Penalty: 2926.836426
	Iteration 4Q: 3 clusters Score -959009.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -959127.250000 Penalty: 2926.836426
	Iteration 5Q: 3 clusters Score -959127.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -959228.500000 Penalty: 2926.836426
	Iteration 6Q: 3 clusters Score -959228.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -959350.375000 Penalty: 2926.836426
	Iteration 7Q: 3 clusters Score -959350.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -959495.125000 Penalty: 2926.836426
	Iteration 8Q: 3 clusters Score -959495.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -959679.062500 Penalty: 2926.836426
	Iteration 9Q: 3 clusters Score -959679.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -959902.875000 Penalty: 2926.836426
	Iteration 10Q: 3 clusters Score -959902.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -960144.062500 Penalty: 2926.836426
	Iteration 11Q: 3 clusters Score -960144.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -960407.312500 Penalty: 2926.836426
	Iteration 12Q: 3 clusters Score -960407.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -960632.250000 Penalty: 2926.836426
	Iteration 13Q: 3 clusters Score -960632.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -960818.250000 Penalty: 2926.836426
	Iteration 14Q: 3 clusters Score -960818.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -960968.812500 Penalty: 2926.836426
	Iteration 15Q: 3 clusters Score -960968.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -961088.500000 Penalty: 2926.836426
	Iteration 16Q: 3 clusters Score -961088.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -961197.625000 Penalty: 2926.836426
	Iteration 17Q: 3 clusters Score -961197.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -961279.312500 Penalty: 2926.836426
	Iteration 18Q: 3 clusters Score -961279.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -961327.562500 Penalty: 2926.836426
	Iteration 19Q: 3 clusters Score -961327.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -961364.562500 Penalty: 2926.836426
	Iteration 20F: 3 clusters Score -961364.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -961414.625000 Penalty: 2926.836426
	Iteration 21Q: 3 clusters Score -961414.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -961449.750000 Penalty: 2926.836426
	Iteration 22Q: 3 clusters Score -961449.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -961469.875000 Penalty: 2926.836426
	Iteration 23Q: 3 clusters Score -961469.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -961481.125000 Penalty: 2926.836426
	Iteration 24Q: 3 clusters Score -961481.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -961488.312500 Penalty: 2926.836426
	Iteration 25Q: 3 clusters Score -961488.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -961494.500000 Penalty: 2926.836426
	Iteration 26Q: 3 clusters Score -961494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -961496.750000 Penalty: 2926.836426
	Iteration 27Q: 3 clusters Score -961496.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -961502.812500 Penalty: 2926.836426
	Iteration 28Q: 3 clusters Score -961502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -961504.812500 Penalty: 2926.836426
	Iteration 29Q: 3 clusters Score -961504.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -961511.562500 Penalty: 2926.836426
	Iteration 30Q: 3 clusters Score -961511.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -961512.125000 Penalty: 2926.836426
	Iteration 31Q: 3 clusters Score -961512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -961514.562500 Penalty: 2926.836426
	Iteration 32Q: 3 clusters Score -961514.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -961516.312500 Penalty: 2926.836426
	Iteration 33Q: 3 clusters Score -961516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -961517.187500 Penalty: 2926.836426
	Iteration 34Q: 3 clusters Score -961517.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -961516.875000 Penalty: 2926.836426
	Iteration 35Q: 3 clusters Score -961516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -961517.687500 Penalty: 2926.836426
	Iteration 36Q: 3 clusters Score -961517.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -961518.250000 Penalty: 2926.836426
	Iteration 37Q: 3 clusters Score -961518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -961520.437500 Penalty: 2926.836426
	Iteration 38Q: 3 clusters Score -961520.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -961524.437500 Penalty: 2926.836426
	Iteration 39Q: 3 clusters Score -961524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -961527.687500 Penalty: 2926.836426
	Iteration 40F: 3 clusters Score -961527.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -961528.375000 Penalty: 2926.836426
	Iteration 41Q: 3 clusters Score -961528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -961531.875000 Penalty: 2926.836426
	Iteration 42Q: 3 clusters Score -961531.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -961532.250000 Penalty: 2926.836426
	Iteration 43Q: 3 clusters Score -961532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -961532.687500 Penalty: 2926.836426
	Iteration 44Q: 3 clusters Score -961532.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -961532.687500 Penalty: 2926.836426
	Iteration 45F: 3 clusters Score -961532.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Entering Unmasked Estep 
Score: -10462181.000000 Penalty: 1843.872314
	Iteration 0F: 2 clusters Score -1.046218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -10410132.000000 Penalty: 3687.744629
	Iteration 0F: 3 clusters Score -1.041013e+07 nChanged 40363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -10434048.000000 Penalty: 3687.744629
	Iteration 1F: 3 clusters Score -1.043405e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -10435101.000000 Penalty: 3687.744629
	Iteration 2Q: 3 clusters Score -1.04351e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -10436291.000000 Penalty: 3687.744629
	Iteration 3Q: 3 clusters Score -1.043629e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -10437536.000000 Penalty: 3687.744629
	Iteration 4Q: 3 clusters Score -1.043754e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -10438841.000000 Penalty: 3687.744629
	Iteration 5Q: 3 clusters Score -1.043884e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -10440143.000000 Penalty: 3687.744629
	Iteration 6Q: 3 clusters Score -1.044014e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -10441279.000000 Penalty: 3687.744629
	Iteration 7Q: 3 clusters Score -1.044128e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -10442169.000000 Penalty: 3687.744629
	Iteration 8Q: 3 clusters Score -1.044217e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -10442810.000000 Penalty: 3687.744629
	Iteration 9Q: 3 clusters Score -1.044281e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -10443275.000000 Penalty: 3687.744629
	Iteration 10Q: 3 clusters Score -1.044328e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -10443657.000000 Penalty: 3687.744629
	Iteration 11Q: 3 clusters Score -1.044366e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -10443893.000000 Penalty: 3687.744629
	Iteration 12Q: 3 clusters Score -1.044389e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -10444107.000000 Penalty: 3687.744629
	Iteration 13Q: 3 clusters Score -1.044411e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -10444277.000000 Penalty: 3687.744629
	Iteration 14Q: 3 clusters Score -1.044428e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -10444364.000000 Penalty: 3687.744629
	Iteration 15Q: 3 clusters Score -1.044436e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -10444558.000000 Penalty: 3687.744629
	Iteration 16Q: 3 clusters Score -1.044456e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -10444841.000000 Penalty: 3687.744629
	Iteration 17Q: 3 clusters Score -1.044484e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -10445137.000000 Penalty: 3687.744629
	Iteration 18Q: 3 clusters Score -1.044514e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -10445646.000000 Penalty: 3687.744629
	Iteration 19Q: 3 clusters Score -1.044565e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -10446487.000000 Penalty: 3687.744629
	Iteration 20F: 3 clusters Score -1.044649e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -10447682.000000 Penalty: 3687.744629
	Iteration 21Q: 3 clusters Score -1.044768e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -10449400.000000 Penalty: 3687.744629
	Iteration 22Q: 3 clusters Score -1.04494e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64866 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -10451651.000000 Penalty: 3687.744629
	Iteration 23F: 3 clusters Score -1.045165e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -10454117.000000 Penalty: 3687.744629
	Iteration 24F: 3 clusters Score -1.045412e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -10456410.000000 Penalty: 3687.744629
	Iteration 25F: 3 clusters Score -1.045641e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -10458139.000000 Penalty: 3687.744629
	Iteration 26Q: 3 clusters Score -1.045814e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -10459096.000000 Penalty: 3687.744629
	Iteration 27Q: 3 clusters Score -1.04591e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81774 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -10459613.000000 Penalty: 3687.744629
	Iteration 28Q: 3 clusters Score -1.045961e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82766 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -10459960.000000 Penalty: 3687.744629
	Iteration 29Q: 3 clusters Score -1.045996e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83321 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -10460177.000000 Penalty: 3687.744629
	Iteration 30Q: 3 clusters Score -1.046018e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10460330.000000 Penalty: 3687.744629
	Iteration 31Q: 3 clusters Score -1.046033e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10460374.000000 Penalty: 3687.744629
	Iteration 32Q: 3 clusters Score -1.046037e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10460422.000000 Penalty: 3687.744629
	Iteration 33Q: 3 clusters Score -1.046042e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10460456.000000 Penalty: 3687.744629
	Iteration 34Q: 3 clusters Score -1.046046e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10460501.000000 Penalty: 3687.744629
	Iteration 35Q: 3 clusters Score -1.04605e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84105 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10460532.000000 Penalty: 3687.744629
	Iteration 36Q: 3 clusters Score -1.046053e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84131 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10460550.000000 Penalty: 3687.744629
	Iteration 37Q: 3 clusters Score -1.046055e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10460589.000000 Penalty: 3687.744629
	Iteration 38Q: 3 clusters Score -1.046059e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10460607.000000 Penalty: 3687.744629
	Iteration 39Q: 3 clusters Score -1.046061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10460627.000000 Penalty: 3687.744629
	Iteration 40F: 3 clusters Score -1.046063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84191 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10460631.000000 Penalty: 3687.744629
	Iteration 41Q: 3 clusters Score -1.046063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84193 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10460632.000000 Penalty: 3687.744629
	Iteration 42Q: 3 clusters Score -1.046063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10460626.000000 Penalty: 3687.744629
	Iteration 43Q: 3 clusters Score -1.046063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10460631.000000 Penalty: 3687.744629
	Iteration 44Q: 3 clusters Score -1.046063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10460629.000000 Penalty: 3687.744629
	Iteration 45Q: 3 clusters Score -1.046063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10460628.000000 Penalty: 3687.744629
	Iteration 46Q: 3 clusters Score -1.046063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84204 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10460626.000000 Penalty: 3687.744629
	Iteration 47Q: 3 clusters Score -1.046063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10460627.000000 Penalty: 3687.744629
	Iteration 48Q: 3 clusters Score -1.046063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10460620.000000 Penalty: 3687.744629
	Iteration 49Q: 3 clusters Score -1.046062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84213 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10460624.000000 Penalty: 3687.744629
	Iteration 50Q: 3 clusters Score -1.046062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10460625.000000 Penalty: 3687.744629
	Iteration 51Q: 3 clusters Score -1.046062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84213 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10460625.000000 Penalty: 3687.744629
	Iteration 52Q: 3 clusters Score -1.046062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84213 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10460625.000000 Penalty: 3687.744629
	Iteration 53F: 3 clusters Score -1.046062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Entering Unmasked Estep 
Score: -2031384.875000 Penalty: 1582.121704
	Iteration 0F: 2 clusters Score -2031385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2019816.375000 Penalty: 3164.243408
	Iteration 0F: 3 clusters Score -2019816 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2023854.125000 Penalty: 3164.243408
	Iteration 1F: 3 clusters Score -2023854 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2024074.000000 Penalty: 3164.243408
	Iteration 2Q: 3 clusters Score -2024074 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2024268.375000 Penalty: 3164.243408
	Iteration 3Q: 3 clusters Score -2024268 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2024454.750000 Penalty: 3164.243408
	Iteration 4Q: 3 clusters Score -2024455 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2024678.125000 Penalty: 3164.243408
	Iteration 5Q: 3 clusters Score -2024678 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2024936.000000 Penalty: 3164.243408
	Iteration 6Q: 3 clusters Score -2024936 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2025335.875000 Penalty: 3164.243408
	Iteration 7Q: 3 clusters Score -2025336 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2025934.375000 Penalty: 3164.243408
	Iteration 8F: 3 clusters Score -2025934 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2026766.875000 Penalty: 3164.243408
	Iteration 9F: 3 clusters Score -2026767 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2027767.875000 Penalty: 3164.243408
	Iteration 10F: 3 clusters Score -2027768 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2028749.375000 Penalty: 3164.243408
	Iteration 11F: 3 clusters Score -2028749 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2029361.500000 Penalty: 3164.243408
	Iteration 12Q: 3 clusters Score -2029362 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2029684.250000 Penalty: 3164.243408
	Iteration 13Q: 3 clusters Score -2029684 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2029841.625000 Penalty: 3164.243408
	Iteration 14Q: 3 clusters Score -2029842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2029924.875000 Penalty: 3164.243408
	Iteration 15Q: 3 clusters Score -2029925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2029958.125000 Penalty: 3164.243408
	Iteration 16Q: 3 clusters Score -2029958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2029983.875000 Penalty: 3164.243408
	Iteration 17Q: 3 clusters Score -2029984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2030003.250000 Penalty: 3164.243408
	Iteration 18Q: 3 clusters Score -2030003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2030020.875000 Penalty: 3164.243408
	Iteration 19Q: 3 clusters Score -2030021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2030030.375000 Penalty: 3164.243408
	Iteration 20F: 3 clusters Score -2030030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2030031.625000 Penalty: 3164.243408
	Iteration 21Q: 3 clusters Score -2030032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2030032.375000 Penalty: 3164.243408
	Iteration 22Q: 3 clusters Score -2030032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2030032.375000 Penalty: 3164.243408
	Iteration 23F: 3 clusters Score -2030032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Entering Unmasked Estep 
Score: -1671841.875000 Penalty: 1540.758057
	Iteration 0F: 2 clusters Score -1671842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1662695.750000 Penalty: 3081.516113
	Iteration 0F: 3 clusters Score -1662696 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1665675.375000 Penalty: 3081.516113
	Iteration 1F: 3 clusters Score -1665675 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1665943.750000 Penalty: 3081.516113
	Iteration 2F: 3 clusters Score -1665944 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1666167.875000 Penalty: 3081.516113
	Iteration 3Q: 3 clusters Score -1666168 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1666368.125000 Penalty: 3081.516113
	Iteration 4Q: 3 clusters Score -1666368 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1666554.125000 Penalty: 3081.516113
	Iteration 5Q: 3 clusters Score -1666554 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1666745.375000 Penalty: 3081.516113
	Iteration 6Q: 3 clusters Score -1666745 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1666971.875000 Penalty: 3081.516113
	Iteration 7Q: 3 clusters Score -1666972 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1667242.000000 Penalty: 3081.516113
	Iteration 8Q: 3 clusters Score -1667242 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1667574.875000 Penalty: 3081.516113
	Iteration 9Q: 3 clusters Score -1667575 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1667968.250000 Penalty: 3081.516113
	Iteration 10Q: 3 clusters Score -1667968 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1668386.125000 Penalty: 3081.516113
	Iteration 11Q: 3 clusters Score -1668386 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1668839.250000 Penalty: 3081.516113
	Iteration 12Q: 3 clusters Score -1668839 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1669299.375000 Penalty: 3081.516113
	Iteration 13Q: 3 clusters Score -1669299 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1669701.000000 Penalty: 3081.516113
	Iteration 14Q: 3 clusters Score -1669701 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1669968.500000 Penalty: 3081.516113
	Iteration 15Q: 3 clusters Score -1669968 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1670141.500000 Penalty: 3081.516113
	Iteration 16Q: 3 clusters Score -1670142 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1670279.750000 Penalty: 3081.516113
	Iteration 17Q: 3 clusters Score -1670280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1670353.625000 Penalty: 3081.516113
	Iteration 18Q: 3 clusters Score -1670354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1670389.750000 Penalty: 3081.516113
	Iteration 19Q: 3 clusters Score -1670390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1670419.625000 Penalty: 3081.516113
	Iteration 20F: 3 clusters Score -1670420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1670431.000000 Penalty: 3081.516113
	Iteration 21Q: 3 clusters Score -1670431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1670435.750000 Penalty: 3081.516113
	Iteration 22Q: 3 clusters Score -1670436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1670448.000000 Penalty: 3081.516113
	Iteration 23Q: 3 clusters Score -1670448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1670451.500000 Penalty: 3081.516113
	Iteration 24Q: 3 clusters Score -1670452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1670463.375000 Penalty: 3081.516113
	Iteration 25Q: 3 clusters Score -1670463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1670467.250000 Penalty: 3081.516113
	Iteration 26Q: 3 clusters Score -1670467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1670471.875000 Penalty: 3081.516113
	Iteration 27Q: 3 clusters Score -1670472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1670475.375000 Penalty: 3081.516113
	Iteration 28Q: 3 clusters Score -1670475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1670484.375000 Penalty: 3081.516113
	Iteration 29Q: 3 clusters Score -1670484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1670489.750000 Penalty: 3081.516113
	Iteration 30Q: 3 clusters Score -1670490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1670491.375000 Penalty: 3081.516113
	Iteration 31Q: 3 clusters Score -1670491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1670493.000000 Penalty: 3081.516113
	Iteration 32Q: 3 clusters Score -1670493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1670496.750000 Penalty: 3081.516113
	Iteration 33Q: 3 clusters Score -1670497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1670499.000000 Penalty: 3081.516113
	Iteration 34Q: 3 clusters Score -1670499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1670500.875000 Penalty: 3081.516113
	Iteration 35Q: 3 clusters Score -1670501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1670503.250000 Penalty: 3081.516113
	Iteration 36Q: 3 clusters Score -1670503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1670503.250000 Penalty: 3081.516113
	Iteration 37Q: 3 clusters Score -1670503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1670504.500000 Penalty: 3081.516113
	Iteration 38Q: 3 clusters Score -1670504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1670505.375000 Penalty: 3081.516113
	Iteration 39Q: 3 clusters Score -1670505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1670505.250000 Penalty: 3081.516113
	Iteration 40F: 3 clusters Score -1670505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1670507.125000 Penalty: 3081.516113
	Iteration 41Q: 3 clusters Score -1670507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1670507.375000 Penalty: 3081.516113
	Iteration 42Q: 3 clusters Score -1670507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1670510.375000 Penalty: 3081.516113
	Iteration 43Q: 3 clusters Score -1670510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1670510.500000 Penalty: 3081.516113
	Iteration 44Q: 3 clusters Score -1670510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1670510.500000 Penalty: 3081.516113
	Iteration 45F: 3 clusters Score -1670510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -409010.156250 Penalty: 1320.895020
	Iteration 0F: 2 clusters Score -409010.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -406044.250000 Penalty: 2641.790039
	Iteration 0F: 3 clusters Score -406044.2 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -406754.656250 Penalty: 2641.790039
	Iteration 1F: 3 clusters Score -406754.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -406874.031250 Penalty: 2641.790039
	Iteration 2F: 3 clusters Score -406874 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -406958.125000 Penalty: 2641.790039
	Iteration 3Q: 3 clusters Score -406958.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -407002.687500 Penalty: 2641.790039
	Iteration 4Q: 3 clusters Score -407002.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -407031.281250 Penalty: 2641.790039
	Iteration 5Q: 3 clusters Score -407031.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -407050.187500 Penalty: 2641.790039
	Iteration 6Q: 3 clusters Score -407050.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -407075.781250 Penalty: 2641.790039
	Iteration 7Q: 3 clusters Score -407075.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -407098.375000 Penalty: 2641.790039
	Iteration 8Q: 3 clusters Score -407098.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -407117.500000 Penalty: 2641.790039
	Iteration 9Q: 3 clusters Score -407117.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -407137.375000 Penalty: 2641.790039
	Iteration 10Q: 3 clusters Score -407137.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -407151.500000 Penalty: 2641.790039
	Iteration 11Q: 3 clusters Score -407151.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -407160.718750 Penalty: 2641.790039
	Iteration 12Q: 3 clusters Score -407160.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -407167.093750 Penalty: 2641.790039
	Iteration 13Q: 3 clusters Score -407167.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -407174.093750 Penalty: 2641.790039
	Iteration 14Q: 3 clusters Score -407174.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -407184.406250 Penalty: 2641.790039
	Iteration 15Q: 3 clusters Score -407184.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -407193.187500 Penalty: 2641.790039
	Iteration 16Q: 3 clusters Score -407193.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -407198.156250 Penalty: 2641.790039
	Iteration 17Q: 3 clusters Score -407198.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -407205.593750 Penalty: 2641.790039
	Iteration 18Q: 3 clusters Score -407205.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -407216.031250 Penalty: 2641.790039
	Iteration 19Q: 3 clusters Score -407216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -407228.125000 Penalty: 2641.790039
	Iteration 20F: 3 clusters Score -407228.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -407237.156250 Penalty: 2641.790039
	Iteration 21Q: 3 clusters Score -407237.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -407247.531250 Penalty: 2641.790039
	Iteration 22Q: 3 clusters Score -407247.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -407255.937500 Penalty: 2641.790039
	Iteration 23Q: 3 clusters Score -407255.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -407261.468750 Penalty: 2641.790039
	Iteration 24Q: 3 clusters Score -407261.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -407266.937500 Penalty: 2641.790039
	Iteration 25Q: 3 clusters Score -407266.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -407270.875000 Penalty: 2641.790039
	Iteration 26Q: 3 clusters Score -407270.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -407272.343750 Penalty: 2641.790039
	Iteration 27Q: 3 clusters Score -407272.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -407272.750000 Penalty: 2641.790039
	Iteration 28Q: 3 clusters Score -407272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -407273.937500 Penalty: 2641.790039
	Iteration 29Q: 3 clusters Score -407273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -407274.093750 Penalty: 2641.790039
	Iteration 30Q: 3 clusters Score -407274.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -407274.093750 Penalty: 2641.790039
	Iteration 31F: 3 clusters Score -407274.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Entering Unmasked Estep 
Score: -4041337.250000 Penalty: 1687.741089
	Iteration 0F: 2 clusters Score -4041337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -4019671.500000 Penalty: 3375.482178
	Iteration 0F: 3 clusters Score -4019672 nChanged 14921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -4027898.750000 Penalty: 3375.482178
	Iteration 1F: 3 clusters Score -4027899 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -4028451.250000 Penalty: 3375.482178
	Iteration 2Q: 3 clusters Score -4028451 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -4028974.250000 Penalty: 3375.482178
	Iteration 3Q: 3 clusters Score -4028974 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -4029424.250000 Penalty: 3375.482178
	Iteration 4Q: 3 clusters Score -4029424 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -4029850.250000 Penalty: 3375.482178
	Iteration 5Q: 3 clusters Score -4029850 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -4030190.500000 Penalty: 3375.482178
	Iteration 6Q: 3 clusters Score -4030190 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -4030469.750000 Penalty: 3375.482178
	Iteration 7Q: 3 clusters Score -4030470 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4030720.500000 Penalty: 3375.482178
	Iteration 8Q: 3 clusters Score -4030720 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -4030967.000000 Penalty: 3375.482178
	Iteration 9Q: 3 clusters Score -4030967 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4031173.750000 Penalty: 3375.482178
	Iteration 10Q: 3 clusters Score -4031174 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -4031446.750000 Penalty: 3375.482178
	Iteration 11Q: 3 clusters Score -4031447 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -4031761.000000 Penalty: 3375.482178
	Iteration 12Q: 3 clusters Score -4031761 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -4032165.750000 Penalty: 3375.482178
	Iteration 13Q: 3 clusters Score -4032166 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -4032715.750000 Penalty: 3375.482178
	Iteration 14Q: 3 clusters Score -4032716 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -4033456.500000 Penalty: 3375.482178
	Iteration 15Q: 3 clusters Score -4033456 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -4034459.500000 Penalty: 3375.482178
	Iteration 16F: 3 clusters Score -4034460 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -4035667.250000 Penalty: 3375.482178
	Iteration 17F: 3 clusters Score -4035667 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -4036882.250000 Penalty: 3375.482178
	Iteration 18F: 3 clusters Score -4036882 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -4037921.750000 Penalty: 3375.482178
	Iteration 19Q: 3 clusters Score -4037922 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -4038737.000000 Penalty: 3375.482178
	Iteration 20F: 3 clusters Score -4038737 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -4039214.500000 Penalty: 3375.482178
	Iteration 21Q: 3 clusters Score -4039214 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -4039494.000000 Penalty: 3375.482178
	Iteration 22Q: 3 clusters Score -4039494 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4039639.500000 Penalty: 3375.482178
	Iteration 23Q: 3 clusters Score -4039640 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -4039710.000000 Penalty: 3375.482178
	Iteration 24Q: 3 clusters Score -4039710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -4039760.750000 Penalty: 3375.482178
	Iteration 25Q: 3 clusters Score -4039761 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -4039797.500000 Penalty: 3375.482178
	Iteration 26Q: 3 clusters Score -4039798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -4039822.500000 Penalty: 3375.482178
	Iteration 27Q: 3 clusters Score -4039822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -4039840.500000 Penalty: 3375.482178
	Iteration 28Q: 3 clusters Score -4039840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -4039852.000000 Penalty: 3375.482178
	Iteration 29Q: 3 clusters Score -4039852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4039862.250000 Penalty: 3375.482178
	Iteration 30Q: 3 clusters Score -4039862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4039872.500000 Penalty: 3375.482178
	Iteration 31Q: 3 clusters Score -4039872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -4039880.000000 Penalty: 3375.482178
	Iteration 32Q: 3 clusters Score -4039880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -4039885.500000 Penalty: 3375.482178
	Iteration 33Q: 3 clusters Score -4039886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -4039888.000000 Penalty: 3375.482178
	Iteration 34Q: 3 clusters Score -4039888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -4039887.250000 Penalty: 3375.482178
	Iteration 35Q: 3 clusters Score -4039887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -4039896.000000 Penalty: 3375.482178
	Iteration 36Q: 3 clusters Score -4039896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -4039898.500000 Penalty: 3375.482178
	Iteration 37Q: 3 clusters Score -4039898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4039898.000000 Penalty: 3375.482178
	Iteration 38Q: 3 clusters Score -4039898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4039897.750000 Penalty: 3375.482178
	Iteration 39Q: 3 clusters Score -4039898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4039897.750000 Penalty: 3375.482178
	Iteration 40F: 3 clusters Score -4039898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (73162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Entering Unmasked Estep 
Score: -9116228.000000 Penalty: 1820.070190
	Iteration 0F: 2 clusters Score -9116228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -9069935.000000 Penalty: 3640.140381
	Iteration 0F: 3 clusters Score -9069935 nChanged 34696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -9089980.000000 Penalty: 3640.140381
	Iteration 1F: 3 clusters Score -9089980 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -9090832.000000 Penalty: 3640.140381
	Iteration 2Q: 3 clusters Score -9090832 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -9091602.000000 Penalty: 3640.140381
	Iteration 3Q: 3 clusters Score -9091602 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -9092591.000000 Penalty: 3640.140381
	Iteration 4Q: 3 clusters Score -9092591 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -9093623.000000 Penalty: 3640.140381
	Iteration 5Q: 3 clusters Score -9093623 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -9094621.000000 Penalty: 3640.140381
	Iteration 6Q: 3 clusters Score -9094621 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -9095819.000000 Penalty: 3640.140381
	Iteration 7Q: 3 clusters Score -9095819 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -9097279.000000 Penalty: 3640.140381
	Iteration 8Q: 3 clusters Score -9097279 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -9099261.000000 Penalty: 3640.140381
	Iteration 9Q: 3 clusters Score -9099261 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -9101741.000000 Penalty: 3640.140381
	Iteration 10F: 3 clusters Score -9101741 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -9104769.000000 Penalty: 3640.140381
	Iteration 11F: 3 clusters Score -9104769 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -9107800.000000 Penalty: 3640.140381
	Iteration 12F: 3 clusters Score -9107800 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -9110611.000000 Penalty: 3640.140381
	Iteration 13F: 3 clusters Score -9110611 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -9112465.000000 Penalty: 3640.140381
	Iteration 14Q: 3 clusters Score -9112465 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9113532.000000 Penalty: 3640.140381
	Iteration 15Q: 3 clusters Score -9113532 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9114058.000000 Penalty: 3640.140381
	Iteration 16Q: 3 clusters Score -9114058 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9114269.000000 Penalty: 3640.140381
	Iteration 17Q: 3 clusters Score -9114269 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9114383.000000 Penalty: 3640.140381
	Iteration 18Q: 3 clusters Score -9114383 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9114467.000000 Penalty: 3640.140381
	Iteration 19Q: 3 clusters Score -9114467 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72788 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9114523.000000 Penalty: 3640.140381
	Iteration 20F: 3 clusters Score -9114523 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9114542.000000 Penalty: 3640.140381
	Iteration 21Q: 3 clusters Score -9114542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9114583.000000 Penalty: 3640.140381
	Iteration 22Q: 3 clusters Score -9114583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9114597.000000 Penalty: 3640.140381
	Iteration 23Q: 3 clusters Score -9114597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9114599.000000 Penalty: 3640.140381
	Iteration 24Q: 3 clusters Score -9114599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9114604.000000 Penalty: 3640.140381
	Iteration 25Q: 3 clusters Score -9114604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72875 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9114606.000000 Penalty: 3640.140381
	Iteration 26Q: 3 clusters Score -9114606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9114607.000000 Penalty: 3640.140381
	Iteration 27Q: 3 clusters Score -9114607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9114617.000000 Penalty: 3640.140381
	Iteration 28Q: 3 clusters Score -9114617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9114619.000000 Penalty: 3640.140381
	Iteration 29Q: 3 clusters Score -9114619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9114619.000000 Penalty: 3640.140381
	Iteration 30F: 3 clusters Score -9114619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Entering Unmasked Estep 
Score: -8855264.000000 Penalty: 1815.771362
	Iteration 0F: 2 clusters Score -8855264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -8809726.000000 Penalty: 3631.542725
	Iteration 0F: 3 clusters Score -8809726 nChanged 33966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -8829300.000000 Penalty: 3631.542725
	Iteration 1F: 3 clusters Score -8829300 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -8829975.000000 Penalty: 3631.542725
	Iteration 2Q: 3 clusters Score -8829975 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -8830649.000000 Penalty: 3631.542725
	Iteration 3Q: 3 clusters Score -8830649 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -8831573.000000 Penalty: 3631.542725
	Iteration 4Q: 3 clusters Score -8831573 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -8832898.000000 Penalty: 3631.542725
	Iteration 5Q: 3 clusters Score -8832898 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -8834959.000000 Penalty: 3631.542725
	Iteration 6F: 3 clusters Score -8834959 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -8837986.000000 Penalty: 3631.542725
	Iteration 7F: 3 clusters Score -8837986 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -8841878.000000 Penalty: 3631.542725
	Iteration 8F: 3 clusters Score -8841878 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -8845789.000000 Penalty: 3631.542725
	Iteration 9F: 3 clusters Score -8845789 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -8848885.000000 Penalty: 3631.542725
	Iteration 10F: 3 clusters Score -8848885 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -8850977.000000 Penalty: 3631.542725
	Iteration 11Q: 3 clusters Score -8850977 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -8852223.000000 Penalty: 3631.542725
	Iteration 12Q: 3 clusters Score -8852223 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -8852850.000000 Penalty: 3631.542725
	Iteration 13Q: 3 clusters Score -8852850 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -8853181.000000 Penalty: 3631.542725
	Iteration 14Q: 3 clusters Score -8853181 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -8853325.000000 Penalty: 3631.542725
	Iteration 15Q: 3 clusters Score -8853325 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
Score: -8853448.000000 Penalty: 3631.542725
	Iteration 16Q: 3 clusters Score -8853448 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
Score: -8853549.000000 Penalty: 3631.542725
	Iteration 17Q: 3 clusters Score -8853549 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -8853614.000000 Penalty: 3631.542725
	Iteration 18Q: 3 clusters Score -8853614 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -8853650.000000 Penalty: 3631.542725
	Iteration 19Q: 3 clusters Score -8853650 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 70438 members 
Entering Unmasked Estep 
Score: -8853661.000000 Penalty: 3631.542725
	Iteration 20F: 3 clusters Score -8853661 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 70510 members 
Entering Unmasked Estep 
Score: -8853707.000000 Penalty: 3631.542725
	Iteration 21Q: 3 clusters Score -8853707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -8853719.000000 Penalty: 3631.542725
	Iteration 22Q: 3 clusters Score -8853719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 70572 members 
Entering Unmasked Estep 
Score: -8853739.000000 Penalty: 3631.542725
	Iteration 23Q: 3 clusters Score -8853739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
Score: -8853735.000000 Penalty: 3631.542725
	Iteration 24Q: 3 clusters Score -8853735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -8853745.000000 Penalty: 3631.542725
	Iteration 25Q: 3 clusters Score -8853745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -8853754.000000 Penalty: 3631.542725
	Iteration 26Q: 3 clusters Score -8853754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -8853748.000000 Penalty: 3631.542725
	Iteration 27Q: 3 clusters Score -8853748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 70657 members 
Entering Unmasked Estep 
Score: -8853743.000000 Penalty: 3631.542725
	Iteration 28Q: 3 clusters Score -8853743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -8853758.000000 Penalty: 3631.542725
	Iteration 29Q: 3 clusters Score -8853758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -8853762.000000 Penalty: 3631.542725
	Iteration 30Q: 3 clusters Score -8853762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -8853763.000000 Penalty: 3631.542725
	Iteration 31Q: 3 clusters Score -8853763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -8853766.000000 Penalty: 3631.542725
	Iteration 32Q: 3 clusters Score -8853766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -8853769.000000 Penalty: 3631.542725
	Iteration 33Q: 3 clusters Score -8853769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -8853774.000000 Penalty: 3631.542725
	Iteration 34Q: 3 clusters Score -8853774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -8853771.000000 Penalty: 3631.542725
	Iteration 35Q: 3 clusters Score -8853771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 70698 members 
Entering Unmasked Estep 
Score: -8853765.000000 Penalty: 3631.542725
	Iteration 36Q: 3 clusters Score -8853765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 70698 members 
Entering Unmasked Estep 
Score: -8853771.000000 Penalty: 3631.542725
	Iteration 37Q: 3 clusters Score -8853771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 70698 members 
Entering Unmasked Estep 
Score: -8853768.000000 Penalty: 3631.542725
	Iteration 38Q: 3 clusters Score -8853768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -8853763.000000 Penalty: 3631.542725
	Iteration 39Q: 3 clusters Score -8853763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 70703 members 
Entering Unmasked Estep 
Score: -8853768.000000 Penalty: 3631.542725
	Iteration 40F: 3 clusters Score -8853768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 70703 members 
Entering Unmasked Estep 
Score: -8853766.000000 Penalty: 3631.542725
	Iteration 41Q: 3 clusters Score -8853766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 70705 members 
Entering Unmasked Estep 
Score: -8853782.000000 Penalty: 3631.542725
	Iteration 42Q: 3 clusters Score -8853782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -8853784.000000 Penalty: 3631.542725
	Iteration 43Q: 3 clusters Score -8853784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -8853784.000000 Penalty: 3631.542725
	Iteration 44Q: 3 clusters Score -8853784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -8853775.000000 Penalty: 3631.542725
	Iteration 45Q: 3 clusters Score -8853775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -8853775.000000 Penalty: 3631.542725
	Iteration 46Q: 3 clusters Score -8853775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70725 members 
Entering Unmasked Estep 
Score: -8853775.000000 Penalty: 3631.542725
	Iteration 47Q: 3 clusters Score -8853775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
Score: -8853781.000000 Penalty: 3631.542725
	Iteration 48Q: 3 clusters Score -8853781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 70731 members 
Entering Unmasked Estep 
Score: -8853784.000000 Penalty: 3631.542725
	Iteration 49Q: 3 clusters Score -8853784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -8853787.000000 Penalty: 3631.542725
	Iteration 50Q: 3 clusters Score -8853787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -8853788.000000 Penalty: 3631.542725
	Iteration 51Q: 3 clusters Score -8853788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -8853788.000000 Penalty: 3631.542725
	Iteration 52F: 3 clusters Score -8853788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Entering Unmasked Estep 
Score: -667852.312500 Penalty: 1392.744263
	Iteration 0F: 2 clusters Score -667852.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -663760.500000 Penalty: 2785.488525
	Iteration 0F: 3 clusters Score -663760.5 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -664893.062500 Penalty: 2785.488525
	Iteration 1F: 3 clusters Score -664893.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -665027.187500 Penalty: 2785.488525
	Iteration 2F: 3 clusters Score -665027.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -665114.312500 Penalty: 2785.488525
	Iteration 3Q: 3 clusters Score -665114.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -665180.687500 Penalty: 2785.488525
	Iteration 4Q: 3 clusters Score -665180.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -665232.562500 Penalty: 2785.488525
	Iteration 5Q: 3 clusters Score -665232.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -665271.437500 Penalty: 2785.488525
	Iteration 6Q: 3 clusters Score -665271.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -665307.125000 Penalty: 2785.488525
	Iteration 7Q: 3 clusters Score -665307.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -665328.500000 Penalty: 2785.488525
	Iteration 8Q: 3 clusters Score -665328.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -665342.625000 Penalty: 2785.488525
	Iteration 9Q: 3 clusters Score -665342.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -665359.625000 Penalty: 2785.488525
	Iteration 10Q: 3 clusters Score -665359.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -665377.750000 Penalty: 2785.488525
	Iteration 11Q: 3 clusters Score -665377.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -665397.750000 Penalty: 2785.488525
	Iteration 12Q: 3 clusters Score -665397.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -665417.875000 Penalty: 2785.488525
	Iteration 13Q: 3 clusters Score -665417.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -665441.250000 Penalty: 2785.488525
	Iteration 14Q: 3 clusters Score -665441.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -665466.062500 Penalty: 2785.488525
	Iteration 15Q: 3 clusters Score -665466.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -665492.000000 Penalty: 2785.488525
	Iteration 16Q: 3 clusters Score -665492 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -665520.812500 Penalty: 2785.488525
	Iteration 17Q: 3 clusters Score -665520.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -665543.750000 Penalty: 2785.488525
	Iteration 18Q: 3 clusters Score -665543.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -665565.625000 Penalty: 2785.488525
	Iteration 19Q: 3 clusters Score -665565.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -665588.062500 Penalty: 2785.488525
	Iteration 20F: 3 clusters Score -665588.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -665606.437500 Penalty: 2785.488525
	Iteration 21Q: 3 clusters Score -665606.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -665618.500000 Penalty: 2785.488525
	Iteration 22Q: 3 clusters Score -665618.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -665626.375000 Penalty: 2785.488525
	Iteration 23Q: 3 clusters Score -665626.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -665638.250000 Penalty: 2785.488525
	Iteration 24Q: 3 clusters Score -665638.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -665644.312500 Penalty: 2785.488525
	Iteration 25Q: 3 clusters Score -665644.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -665652.687500 Penalty: 2785.488525
	Iteration 26Q: 3 clusters Score -665652.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -665658.000000 Penalty: 2785.488525
	Iteration 27Q: 3 clusters Score -665658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -665662.312500 Penalty: 2785.488525
	Iteration 28Q: 3 clusters Score -665662.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -665667.750000 Penalty: 2785.488525
	Iteration 29Q: 3 clusters Score -665667.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -665671.375000 Penalty: 2785.488525
	Iteration 30Q: 3 clusters Score -665671.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -665679.500000 Penalty: 2785.488525
	Iteration 31Q: 3 clusters Score -665679.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -665685.125000 Penalty: 2785.488525
	Iteration 32Q: 3 clusters Score -665685.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -665692.562500 Penalty: 2785.488525
	Iteration 33Q: 3 clusters Score -665692.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -665705.312500 Penalty: 2785.488525
	Iteration 34Q: 3 clusters Score -665705.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -665722.562500 Penalty: 2785.488525
	Iteration 35Q: 3 clusters Score -665722.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -665740.500000 Penalty: 2785.488525
	Iteration 36Q: 3 clusters Score -665740.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -665761.000000 Penalty: 2785.488525
	Iteration 37Q: 3 clusters Score -665761 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -665776.625000 Penalty: 2785.488525
	Iteration 38Q: 3 clusters Score -665776.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -665790.812500 Penalty: 2785.488525
	Iteration 39Q: 3 clusters Score -665790.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -665814.937500 Penalty: 2785.488525
	Iteration 40F: 3 clusters Score -665814.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -665840.312500 Penalty: 2785.488525
	Iteration 41Q: 3 clusters Score -665840.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -665871.375000 Penalty: 2785.488525
	Iteration 42Q: 3 clusters Score -665871.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -665901.875000 Penalty: 2785.488525
	Iteration 43Q: 3 clusters Score -665901.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -665936.687500 Penalty: 2785.488525
	Iteration 44Q: 3 clusters Score -665936.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -665978.562500 Penalty: 2785.488525
	Iteration 45Q: 3 clusters Score -665978.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -666025.937500 Penalty: 2785.488525
	Iteration 46Q: 3 clusters Score -666025.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -666074.187500 Penalty: 2785.488525
	Iteration 47Q: 3 clusters Score -666074.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -666124.312500 Penalty: 2785.488525
	Iteration 48Q: 3 clusters Score -666124.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -666189.250000 Penalty: 2785.488525
	Iteration 49Q: 3 clusters Score -666189.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -666253.437500 Penalty: 2785.488525
	Iteration 50Q: 3 clusters Score -666253.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -666308.125000 Penalty: 2785.488525
	Iteration 51Q: 3 clusters Score -666308.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -666359.187500 Penalty: 2785.488525
	Iteration 52Q: 3 clusters Score -666359.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -666403.375000 Penalty: 2785.488525
	Iteration 53Q: 3 clusters Score -666403.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -666441.812500 Penalty: 2785.488525
	Iteration 54Q: 3 clusters Score -666441.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -666475.875000 Penalty: 2785.488525
	Iteration 55Q: 3 clusters Score -666475.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -666520.875000 Penalty: 2785.488525
	Iteration 56Q: 3 clusters Score -666520.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -666559.687500 Penalty: 2785.488525
	Iteration 57Q: 3 clusters Score -666559.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -666587.312500 Penalty: 2785.488525
	Iteration 58Q: 3 clusters Score -666587.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -666602.687500 Penalty: 2785.488525
	Iteration 59Q: 3 clusters Score -666602.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -666613.250000 Penalty: 2785.488525
	Iteration 60F: 3 clusters Score -666613.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -666622.812500 Penalty: 2785.488525
	Iteration 61Q: 3 clusters Score -666622.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -666629.437500 Penalty: 2785.488525
	Iteration 62Q: 3 clusters Score -666629.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -666637.125000 Penalty: 2785.488525
	Iteration 63Q: 3 clusters Score -666637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -666640.250000 Penalty: 2785.488525
	Iteration 64Q: 3 clusters Score -666640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -666642.437500 Penalty: 2785.488525
	Iteration 65Q: 3 clusters Score -666642.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -666642.437500 Penalty: 2785.488525
	Iteration 66F: 3 clusters Score -666642.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -412531.062500 Penalty: 1320.078125
	Iteration 0F: 2 clusters Score -412531.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -409611.406250 Penalty: 2640.156250
	Iteration 0F: 3 clusters Score -409611.4 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -410501.000000 Penalty: 2640.156250
	Iteration 1F: 3 clusters Score -410501 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -410791.281250 Penalty: 2640.156250
	Iteration 2F: 3 clusters Score -410791.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -411013.531250 Penalty: 2640.156250
	Iteration 3F: 3 clusters Score -411013.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -411173.562500 Penalty: 2640.156250
	Iteration 4F: 3 clusters Score -411173.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -411295.562500 Penalty: 2640.156250
	Iteration 5Q: 3 clusters Score -411295.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -411409.687500 Penalty: 2640.156250
	Iteration 6Q: 3 clusters Score -411409.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -411505.562500 Penalty: 2640.156250
	Iteration 7Q: 3 clusters Score -411505.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -411590.500000 Penalty: 2640.156250
	Iteration 8Q: 3 clusters Score -411590.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -411658.093750 Penalty: 2640.156250
	Iteration 9Q: 3 clusters Score -411658.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -411724.656250 Penalty: 2640.156250
	Iteration 10Q: 3 clusters Score -411724.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -411791.468750 Penalty: 2640.156250
	Iteration 11Q: 3 clusters Score -411791.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -411841.437500 Penalty: 2640.156250
	Iteration 12Q: 3 clusters Score -411841.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -411878.875000 Penalty: 2640.156250
	Iteration 13Q: 3 clusters Score -411878.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -411911.218750 Penalty: 2640.156250
	Iteration 14Q: 3 clusters Score -411911.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -411929.593750 Penalty: 2640.156250
	Iteration 15Q: 3 clusters Score -411929.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -411939.781250 Penalty: 2640.156250
	Iteration 16Q: 3 clusters Score -411939.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -411944.625000 Penalty: 2640.156250
	Iteration 17Q: 3 clusters Score -411944.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -411954.125000 Penalty: 2640.156250
	Iteration 18Q: 3 clusters Score -411954.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -411956.156250 Penalty: 2640.156250
	Iteration 19Q: 3 clusters Score -411956.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -411963.656250 Penalty: 2640.156250
	Iteration 20F: 3 clusters Score -411963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -411971.125000 Penalty: 2640.156250
	Iteration 21Q: 3 clusters Score -411971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -411972.281250 Penalty: 2640.156250
	Iteration 22Q: 3 clusters Score -411972.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -411973.718750 Penalty: 2640.156250
	Iteration 23Q: 3 clusters Score -411973.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -411974.968750 Penalty: 2640.156250
	Iteration 24Q: 3 clusters Score -411975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -411976.062500 Penalty: 2640.156250
	Iteration 25Q: 3 clusters Score -411976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -411976.906250 Penalty: 2640.156250
	Iteration 26Q: 3 clusters Score -411976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -411977.656250 Penalty: 2640.156250
	Iteration 27Q: 3 clusters Score -411977.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -411978.718750 Penalty: 2640.156250
	Iteration 28Q: 3 clusters Score -411978.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -411978.718750 Penalty: 2640.156250
	Iteration 29F: 3 clusters Score -411978.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -449049.437500 Penalty: 1339.960327
	Iteration 0F: 2 clusters Score -449049.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -445799.062500 Penalty: 2679.920654
	Iteration 0F: 3 clusters Score -445799.1 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -446630.062500 Penalty: 2679.920654
	Iteration 1F: 3 clusters Score -446630.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -446769.687500 Penalty: 2679.920654
	Iteration 2F: 3 clusters Score -446769.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -446869.281250 Penalty: 2679.920654
	Iteration 3Q: 3 clusters Score -446869.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -446954.250000 Penalty: 2679.920654
	Iteration 4Q: 3 clusters Score -446954.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -447018.687500 Penalty: 2679.920654
	Iteration 5Q: 3 clusters Score -447018.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -447078.562500 Penalty: 2679.920654
	Iteration 6Q: 3 clusters Score -447078.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -447120.593750 Penalty: 2679.920654
	Iteration 7Q: 3 clusters Score -447120.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -447144.531250 Penalty: 2679.920654
	Iteration 8Q: 3 clusters Score -447144.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -447173.187500 Penalty: 2679.920654
	Iteration 9Q: 3 clusters Score -447173.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -447195.875000 Penalty: 2679.920654
	Iteration 10Q: 3 clusters Score -447195.9 nChanged 47
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: -447214.375000 Penalty: 2679.920654
	Iteration 11Q: 3 clusters Score -447214.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -447231.906250 Penalty: 2679.920654
	Iteration 12Q: 3 clusters Score -447231.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -447253.312500 Penalty: 2679.920654
	Iteration 13Q: 3 clusters Score -447253.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -447278.437500 Penalty: 2679.920654
	Iteration 14Q: 3 clusters Score -447278.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -447302.781250 Penalty: 2679.920654
	Iteration 15Q: 3 clusters Score -447302.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -447320.656250 Penalty: 2679.920654
	Iteration 16Q: 3 clusters Score -447320.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -447337.937500 Penalty: 2679.920654
	Iteration 17Q: 3 clusters Score -447337.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -447356.750000 Penalty: 2679.920654
	Iteration 18Q: 3 clusters Score -447356.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -447376.531250 Penalty: 2679.920654
	Iteration 19Q: 3 clusters Score -447376.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -447400.406250 Penalty: 2679.920654
	Iteration 20F: 3 clusters Score -447400.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -447428.437500 Penalty: 2679.920654
	Iteration 21Q: 3 clusters Score -447428.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -447456.468750 Penalty: 2679.920654
	Iteration 22Q: 3 clusters Score -447456.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -447492.500000 Penalty: 2679.920654
	Iteration 23Q: 3 clusters Score -447492.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -447528.062500 Penalty: 2679.920654
	Iteration 24Q: 3 clusters Score -447528.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -447570.468750 Penalty: 2679.920654
	Iteration 25Q: 3 clusters Score -447570.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -447608.531250 Penalty: 2679.920654
	Iteration 26Q: 3 clusters Score -447608.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -447641.750000 Penalty: 2679.920654
	Iteration 27Q: 3 clusters Score -447641.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -447676.312500 Penalty: 2679.920654
	Iteration 28Q: 3 clusters Score -447676.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -447713.000000 Penalty: 2679.920654
	Iteration 29Q: 3 clusters Score -447713 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -447750.625000 Penalty: 2679.920654
	Iteration 30Q: 3 clusters Score -447750.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -447787.343750 Penalty: 2679.920654
	Iteration 31Q: 3 clusters Score -447787.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -447812.843750 Penalty: 2679.920654
	Iteration 32Q: 3 clusters Score -447812.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -447834.750000 Penalty: 2679.920654
	Iteration 33Q: 3 clusters Score -447834.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -447847.125000 Penalty: 2679.920654
	Iteration 34Q: 3 clusters Score -447847.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -447855.093750 Penalty: 2679.920654
	Iteration 35Q: 3 clusters Score -447855.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -447867.593750 Penalty: 2679.920654
	Iteration 36Q: 3 clusters Score -447867.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -447877.031250 Penalty: 2679.920654
	Iteration 37Q: 3 clusters Score -447877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -447890.812500 Penalty: 2679.920654
	Iteration 38Q: 3 clusters Score -447890.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -447897.531250 Penalty: 2679.920654
	Iteration 39Q: 3 clusters Score -447897.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -447901.156250 Penalty: 2679.920654
	Iteration 40F: 3 clusters Score -447901.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -447905.312500 Penalty: 2679.920654
	Iteration 41Q: 3 clusters Score -447905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -447904.968750 Penalty: 2679.920654
	Iteration 42Q: 3 clusters Score -447905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -447905.031250 Penalty: 2679.920654
	Iteration 43Q: 3 clusters Score -447905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -447905.031250 Penalty: 2679.920654
	Iteration 44F: 3 clusters Score -447905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -286234.875000 Penalty: 1273.153076
	Iteration 0F: 2 clusters Score -286234.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -283818.468750 Penalty: 2546.306152
	Iteration 0F: 3 clusters Score -283818.5 nChanged 926
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: -284416.843750 Penalty: 2546.306152
	Iteration 1F: 3 clusters Score -284416.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -284617.031250 Penalty: 2546.306152
	Iteration 2F: 3 clusters Score -284617 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -284769.156250 Penalty: 2546.306152
	Iteration 3F: 3 clusters Score -284769.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -284919.937500 Penalty: 2546.306152
	Iteration 4F: 3 clusters Score -284919.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -285057.062500 Penalty: 2546.306152
	Iteration 5F: 3 clusters Score -285057.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -285175.468750 Penalty: 2546.306152
	Iteration 6Q: 3 clusters Score -285175.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -285284.281250 Penalty: 2546.306152
	Iteration 7Q: 3 clusters Score -285284.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -285374.906250 Penalty: 2546.306152
	Iteration 8Q: 3 clusters Score -285374.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -285455.312500 Penalty: 2546.306152
	Iteration 9Q: 3 clusters Score -285455.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -285538.625000 Penalty: 2546.306152
	Iteration 10Q: 3 clusters Score -285538.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -285628.250000 Penalty: 2546.306152
	Iteration 11Q: 3 clusters Score -285628.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -285687.875000 Penalty: 2546.306152
	Iteration 12Q: 3 clusters Score -285687.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -285727.562500 Penalty: 2546.306152
	Iteration 13Q: 3 clusters Score -285727.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -285753.812500 Penalty: 2546.306152
	Iteration 14Q: 3 clusters Score -285753.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -285769.343750 Penalty: 2546.306152
	Iteration 15Q: 3 clusters Score -285769.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -285776.062500 Penalty: 2546.306152
	Iteration 16Q: 3 clusters Score -285776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -285778.750000 Penalty: 2546.306152
	Iteration 17Q: 3 clusters Score -285778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -285779.875000 Penalty: 2546.306152
	Iteration 18Q: 3 clusters Score -285779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -285781.343750 Penalty: 2546.306152
	Iteration 19Q: 3 clusters Score -285781.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -285781.343750 Penalty: 2546.306152
	Iteration 20F: 3 clusters Score -285781.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -39880.769531 Penalty: 975.631653
	Iteration 0F: 2 clusters Score -39880.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38892.914062 Penalty: 1951.263306
	Iteration 0F: 3 clusters Score -38892.91 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39047.304688 Penalty: 1951.263306
	Iteration 1F: 3 clusters Score -39047.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39108.230469 Penalty: 1951.263306
	Iteration 2F: 3 clusters Score -39108.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39170.210938 Penalty: 1951.263306
	Iteration 3F: 3 clusters Score -39170.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39248.156250 Penalty: 1951.263306
	Iteration 4F: 3 clusters Score -39248.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39368.609375 Penalty: 1951.263306
	Iteration 5F: 3 clusters Score -39368.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -39407.890625 Penalty: 1951.263306
	Iteration 6Q: 3 clusters Score -39407.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39435.121094 Penalty: 1951.263306
	Iteration 7Q: 3 clusters Score -39435.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39481.000000 Penalty: 1951.263306
	Iteration 8Q: 3 clusters Score -39481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39488.625000 Penalty: 1951.263306
	Iteration 9Q: 3 clusters Score -39488.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39491.750000 Penalty: 1951.263306
	Iteration 10Q: 3 clusters Score -39491.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39517.175781 Penalty: 1951.263306
	Iteration 11Q: 3 clusters Score -39517.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39550.101562 Penalty: 1951.263306
	Iteration 12Q: 3 clusters Score -39550.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39573.187500 Penalty: 1951.263306
	Iteration 13Q: 3 clusters Score -39573.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39579.589844 Penalty: 1951.263306
	Iteration 14Q: 3 clusters Score -39579.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39583.878906 Penalty: 1951.263306
	Iteration 15Q: 3 clusters Score -39583.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39585.257812 Penalty: 1951.263306
	Iteration 16Q: 3 clusters Score -39585.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39588.269531 Penalty: 1951.263306
	Iteration 17Q: 3 clusters Score -39588.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39591.031250 Penalty: 1951.263306
	Iteration 18F: 3 clusters Score -39591.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39605.441406 Penalty: 1951.263306
	Iteration 19Q: 3 clusters Score -39605.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39605.441406 Penalty: 1951.263306
	Iteration 20F: 3 clusters Score -39605.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Entering Unmasked Estep 
Score: -510804.687500 Penalty: 1352.586426
	Iteration 0F: 2 clusters Score -510804.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -507371.312500 Penalty: 2705.172852
	Iteration 0F: 3 clusters Score -507371.3 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -508360.093750 Penalty: 2705.172852
	Iteration 1F: 3 clusters Score -508360.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -508557.468750 Penalty: 2705.172852
	Iteration 2F: 3 clusters Score -508557.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -508675.718750 Penalty: 2705.172852
	Iteration 3F: 3 clusters Score -508675.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -508764.625000 Penalty: 2705.172852
	Iteration 4Q: 3 clusters Score -508764.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -508859.843750 Penalty: 2705.172852
	Iteration 5Q: 3 clusters Score -508859.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -508941.718750 Penalty: 2705.172852
	Iteration 6Q: 3 clusters Score -508941.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -509015.875000 Penalty: 2705.172852
	Iteration 7Q: 3 clusters Score -509015.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -509112.937500 Penalty: 2705.172852
	Iteration 8Q: 3 clusters Score -509112.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -509222.000000 Penalty: 2705.172852
	Iteration 9Q: 3 clusters Score -509222 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -509298.156250 Penalty: 2705.172852
	Iteration 10Q: 3 clusters Score -509298.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -509389.656250 Penalty: 2705.172852
	Iteration 11Q: 3 clusters Score -509389.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -509458.562500 Penalty: 2705.172852
	Iteration 12Q: 3 clusters Score -509458.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -509506.406250 Penalty: 2705.172852
	Iteration 13Q: 3 clusters Score -509506.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -509545.812500 Penalty: 2705.172852
	Iteration 14Q: 3 clusters Score -509545.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -509569.218750 Penalty: 2705.172852
	Iteration 15Q: 3 clusters Score -509569.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -509589.250000 Penalty: 2705.172852
	Iteration 16Q: 3 clusters Score -509589.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -509610.281250 Penalty: 2705.172852
	Iteration 17Q: 3 clusters Score -509610.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -509627.218750 Penalty: 2705.172852
	Iteration 18Q: 3 clusters Score -509627.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -509639.843750 Penalty: 2705.172852
	Iteration 19Q: 3 clusters Score -509639.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -509649.937500 Penalty: 2705.172852
	Iteration 20F: 3 clusters Score -509649.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -509656.656250 Penalty: 2705.172852
	Iteration 21Q: 3 clusters Score -509656.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -509660.468750 Penalty: 2705.172852
	Iteration 22Q: 3 clusters Score -509660.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -509664.093750 Penalty: 2705.172852
	Iteration 23Q: 3 clusters Score -509664.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -509665.250000 Penalty: 2705.172852
	Iteration 24Q: 3 clusters Score -509665.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -509669.218750 Penalty: 2705.172852
	Iteration 25Q: 3 clusters Score -509669.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -509670.531250 Penalty: 2705.172852
	Iteration 26Q: 3 clusters Score -509670.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -509674.093750 Penalty: 2705.172852
	Iteration 27Q: 3 clusters Score -509674.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -509676.312500 Penalty: 2705.172852
	Iteration 28Q: 3 clusters Score -509676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -509676.343750 Penalty: 2705.172852
	Iteration 29Q: 3 clusters Score -509676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -509676.437500 Penalty: 2705.172852
	Iteration 30Q: 3 clusters Score -509676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -509675.968750 Penalty: 2705.172852
	Iteration 31Q: 3 clusters Score -509676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -509675.968750 Penalty: 2705.172852
	Iteration 32F: 3 clusters Score -509676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Entering Unmasked Estep 
Score: -2490151.750000 Penalty: 1609.454712
	Iteration 0F: 2 clusters Score -2490152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2476655.500000 Penalty: 3218.909424
	Iteration 0F: 3 clusters Score -2476656 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2481757.000000 Penalty: 3218.909424
	Iteration 1F: 3 clusters Score -2481757 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2482271.750000 Penalty: 3218.909424
	Iteration 2F: 3 clusters Score -2482272 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2482870.000000 Penalty: 3218.909424
	Iteration 3F: 3 clusters Score -2482870 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2483677.500000 Penalty: 3218.909424
	Iteration 4F: 3 clusters Score -2483678 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2484644.750000 Penalty: 3218.909424
	Iteration 5F: 3 clusters Score -2484645 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2485641.000000 Penalty: 3218.909424
	Iteration 6F: 3 clusters Score -2485641 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2486622.250000 Penalty: 3218.909424
	Iteration 7F: 3 clusters Score -2486622 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2487414.750000 Penalty: 3218.909424
	Iteration 8Q: 3 clusters Score -2487415 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2487984.250000 Penalty: 3218.909424
	Iteration 9Q: 3 clusters Score -2487984 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2488294.500000 Penalty: 3218.909424
	Iteration 10Q: 3 clusters Score -2488294 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2488502.500000 Penalty: 3218.909424
	Iteration 11Q: 3 clusters Score -2488502 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2488621.250000 Penalty: 3218.909424
	Iteration 12Q: 3 clusters Score -2488621 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2488708.000000 Penalty: 3218.909424
	Iteration 13Q: 3 clusters Score -2488708 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2488752.000000 Penalty: 3218.909424
	Iteration 14Q: 3 clusters Score -2488752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2488778.000000 Penalty: 3218.909424
	Iteration 15Q: 3 clusters Score -2488778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2488799.250000 Penalty: 3218.909424
	Iteration 16Q: 3 clusters Score -2488799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2488812.250000 Penalty: 3218.909424
	Iteration 17Q: 3 clusters Score -2488812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2488820.250000 Penalty: 3218.909424
	Iteration 18Q: 3 clusters Score -2488820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2488818.500000 Penalty: 3218.909424
	Iteration 19Q: 3 clusters Score -2488818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2488822.500000 Penalty: 3218.909424
	Iteration 20F: 3 clusters Score -2488822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2488824.250000 Penalty: 3218.909424
	Iteration 21Q: 3 clusters Score -2488824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2488824.750000 Penalty: 3218.909424
	Iteration 22Q: 3 clusters Score -2488825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2488824.750000 Penalty: 3218.909424
	Iteration 23F: 3 clusters Score -2488825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -13977.238281 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -13977.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13443.284180 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -13443.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13618.965820 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -13618.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13773.362305 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -13773.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13846.500000 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -13846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13848.208008 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -13848.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13849.900391 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -13849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13849.900391 Penalty: 1676.692993
	Iteration 6F: 3 clusters Score -13849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (67709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67709 members 
Entering Unmasked Estep 
Score: -8524207.000000 Penalty: 1807.483398
	Iteration 0F: 2 clusters Score -8524207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -8479883.000000 Penalty: 3614.966797
	Iteration 0F: 3 clusters Score -8479883 nChanged 32080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -8498364.000000 Penalty: 3614.966797
	Iteration 1F: 3 clusters Score -8498364 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -8499212.000000 Penalty: 3614.966797
	Iteration 2Q: 3 clusters Score -8499212 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -8500465.000000 Penalty: 3614.966797
	Iteration 3Q: 3 clusters Score -8500465 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -8502600.000000 Penalty: 3614.966797
	Iteration 4F: 3 clusters Score -8502600 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -8505893.000000 Penalty: 3614.966797
	Iteration 5F: 3 clusters Score -8505893 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -8510441.000000 Penalty: 3614.966797
	Iteration 6F: 3 clusters Score -8510441 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -8515356.000000 Penalty: 3614.966797
	Iteration 7F: 3 clusters Score -8515356 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -8519665.000000 Penalty: 3614.966797
	Iteration 8Q: 3 clusters Score -8519665 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -8521995.000000 Penalty: 3614.966797
	Iteration 9Q: 3 clusters Score -8521995 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -8522932.000000 Penalty: 3614.966797
	Iteration 10Q: 3 clusters Score -8522932 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -8523563.000000 Penalty: 3614.966797
	Iteration 11Q: 3 clusters Score -8523563 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -8524189.000000 Penalty: 3614.966797
	Iteration 12Q: 3 clusters Score -8524189 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -8524943.000000 Penalty: 3614.966797
	Iteration 13Q: 3 clusters Score -8524943 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -8525929.000000 Penalty: 3614.966797
	Iteration 14Q: 3 clusters Score -8525929 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -8527280.000000 Penalty: 3614.966797
	Iteration 15Q: 3 clusters Score -8527280 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -8528731.000000 Penalty: 3614.966797
	Iteration 16Q: 3 clusters Score -8528731 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -8529874.000000 Penalty: 3614.966797
	Iteration 17Q: 3 clusters Score -8529874 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -8530634.000000 Penalty: 3614.966797
	Iteration 18Q: 3 clusters Score -8530634 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -8530975.000000 Penalty: 3614.966797
	Iteration 19Q: 3 clusters Score -8530975 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -8531160.000000 Penalty: 3614.966797
	Iteration 20F: 3 clusters Score -8531160 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -8531240.000000 Penalty: 3614.966797
	Iteration 21Q: 3 clusters Score -8531240 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -8531253.000000 Penalty: 3614.966797
	Iteration 22Q: 3 clusters Score -8531253 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -8531275.000000 Penalty: 3614.966797
	Iteration 23Q: 3 clusters Score -8531275 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -8531272.000000 Penalty: 3614.966797
	Iteration 24Q: 3 clusters Score -8531272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -8531291.000000 Penalty: 3614.966797
	Iteration 25Q: 3 clusters Score -8531291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -8531291.000000 Penalty: 3614.966797
	Iteration 26Q: 3 clusters Score -8531291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -8531288.000000 Penalty: 3614.966797
	Iteration 27Q: 3 clusters Score -8531288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -8531290.000000 Penalty: 3614.966797
	Iteration 28Q: 3 clusters Score -8531290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -8531281.000000 Penalty: 3614.966797
	Iteration 29Q: 3 clusters Score -8531281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -8531282.000000 Penalty: 3614.966797
	Iteration 30Q: 3 clusters Score -8531282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -8531282.000000 Penalty: 3614.966797
	Iteration 31F: 3 clusters Score -8531282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 8210 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 61167 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 84703 members 
Mstep: Class 9 contains 16918 members 
Mstep: Class 10 contains 22469 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 3390 members 
Mstep: Class 13 contains 32406 members 
Mstep: Class 14 contains 73162 members 
Mstep: Class 16 contains 71252 members 
Mstep: Class 17 contains 5275 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 3812 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4120 members 
Mstep: Class 23 contains 20017 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 45240 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 3103 members 
Entering Unmasked Estep 
Score: -62643840.000000 Penalty: 55564.910156
Splitting cluster 25 changes total score from -62635052.000000 to -62643840.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 26 (6966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Entering Unmasked Estep 
Score: -884426.187500 Penalty: 1437.929443
	Iteration 0F: 2 clusters Score -884426.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -879214.500000 Penalty: 2875.858887
	Iteration 0F: 3 clusters Score -879214.5 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -880712.187500 Penalty: 2875.858887
	Iteration 1F: 3 clusters Score -880712.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -880881.937500 Penalty: 2875.858887
	Iteration 2F: 3 clusters Score -880881.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -880990.437500 Penalty: 2875.858887
	Iteration 3Q: 3 clusters Score -880990.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -881063.625000 Penalty: 2875.858887
	Iteration 4Q: 3 clusters Score -881063.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -881115.875000 Penalty: 2875.858887
	Iteration 5Q: 3 clusters Score -881115.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -881166.312500 Penalty: 2875.858887
	Iteration 6Q: 3 clusters Score -881166.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -881217.187500 Penalty: 2875.858887
	Iteration 7Q: 3 clusters Score -881217.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -881263.250000 Penalty: 2875.858887
	Iteration 8Q: 3 clusters Score -881263.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -881305.937500 Penalty: 2875.858887
	Iteration 9Q: 3 clusters Score -881305.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -881349.375000 Penalty: 2875.858887
	Iteration 10Q: 3 clusters Score -881349.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -881405.375000 Penalty: 2875.858887
	Iteration 11Q: 3 clusters Score -881405.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -881467.875000 Penalty: 2875.858887
	Iteration 12Q: 3 clusters Score -881467.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -881551.500000 Penalty: 2875.858887
	Iteration 13Q: 3 clusters Score -881551.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -881661.437500 Penalty: 2875.858887
	Iteration 14Q: 3 clusters Score -881661.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -881806.500000 Penalty: 2875.858887
	Iteration 15Q: 3 clusters Score -881806.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -882010.687500 Penalty: 2875.858887
	Iteration 16Q: 3 clusters Score -882010.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -882246.500000 Penalty: 2875.858887
	Iteration 17Q: 3 clusters Score -882246.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -882478.062500 Penalty: 2875.858887
	Iteration 18Q: 3 clusters Score -882478.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -882687.625000 Penalty: 2875.858887
	Iteration 19Q: 3 clusters Score -882687.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -882845.875000 Penalty: 2875.858887
	Iteration 20F: 3 clusters Score -882845.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -882973.375000 Penalty: 2875.858887
	Iteration 21Q: 3 clusters Score -882973.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -883056.812500 Penalty: 2875.858887
	Iteration 22Q: 3 clusters Score -883056.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -883101.500000 Penalty: 2875.858887
	Iteration 23Q: 3 clusters Score -883101.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -883122.375000 Penalty: 2875.858887
	Iteration 24Q: 3 clusters Score -883122.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -883137.937500 Penalty: 2875.858887
	Iteration 25Q: 3 clusters Score -883137.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -883150.375000 Penalty: 2875.858887
	Iteration 26Q: 3 clusters Score -883150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -883158.062500 Penalty: 2875.858887
	Iteration 27Q: 3 clusters Score -883158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -883159.562500 Penalty: 2875.858887
	Iteration 28Q: 3 clusters Score -883159.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -883161.375000 Penalty: 2875.858887
	Iteration 29Q: 3 clusters Score -883161.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -883163.000000 Penalty: 2875.858887
	Iteration 30Q: 3 clusters Score -883163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -883163.125000 Penalty: 2875.858887
	Iteration 31Q: 3 clusters Score -883163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -883166.187500 Penalty: 2875.858887
	Iteration 32Q: 3 clusters Score -883166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -883166.187500 Penalty: 2875.858887
	Iteration 33F: 3 clusters Score -883166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -385406.281250 Penalty: 1306.520264
	Iteration 0F: 2 clusters Score -385406.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -382628.437500 Penalty: 2613.040527
	Iteration 0F: 3 clusters Score -382628.4 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -383306.031250 Penalty: 2613.040527
	Iteration 1F: 3 clusters Score -383306 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -383436.500000 Penalty: 2613.040527
	Iteration 2F: 3 clusters Score -383436.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -383511.375000 Penalty: 2613.040527
	Iteration 3Q: 3 clusters Score -383511.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -383586.937500 Penalty: 2613.040527
	Iteration 4Q: 3 clusters Score -383586.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -383647.250000 Penalty: 2613.040527
	Iteration 5Q: 3 clusters Score -383647.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -383694.468750 Penalty: 2613.040527
	Iteration 6Q: 3 clusters Score -383694.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -383730.062500 Penalty: 2613.040527
	Iteration 7Q: 3 clusters Score -383730.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -383762.625000 Penalty: 2613.040527
	Iteration 8Q: 3 clusters Score -383762.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -383788.875000 Penalty: 2613.040527
	Iteration 9Q: 3 clusters Score -383788.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -383824.406250 Penalty: 2613.040527
	Iteration 10Q: 3 clusters Score -383824.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -383852.375000 Penalty: 2613.040527
	Iteration 11Q: 3 clusters Score -383852.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -383873.531250 Penalty: 2613.040527
	Iteration 12Q: 3 clusters Score -383873.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -383894.562500 Penalty: 2613.040527
	Iteration 13Q: 3 clusters Score -383894.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -383909.468750 Penalty: 2613.040527
	Iteration 14Q: 3 clusters Score -383909.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -383922.500000 Penalty: 2613.040527
	Iteration 15Q: 3 clusters Score -383922.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -383935.093750 Penalty: 2613.040527
	Iteration 16Q: 3 clusters Score -383935.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -383951.343750 Penalty: 2613.040527
	Iteration 17Q: 3 clusters Score -383951.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -383965.781250 Penalty: 2613.040527
	Iteration 18Q: 3 clusters Score -383965.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -383979.437500 Penalty: 2613.040527
	Iteration 19Q: 3 clusters Score -383979.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -383992.218750 Penalty: 2613.040527
	Iteration 20F: 3 clusters Score -383992.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -384001.375000 Penalty: 2613.040527
	Iteration 21Q: 3 clusters Score -384001.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -384012.281250 Penalty: 2613.040527
	Iteration 22Q: 3 clusters Score -384012.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -384023.562500 Penalty: 2613.040527
	Iteration 23Q: 3 clusters Score -384023.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -384036.000000 Penalty: 2613.040527
	Iteration 24Q: 3 clusters Score -384036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -384048.531250 Penalty: 2613.040527
	Iteration 25Q: 3 clusters Score -384048.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -384069.156250 Penalty: 2613.040527
	Iteration 26Q: 3 clusters Score -384069.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -384096.562500 Penalty: 2613.040527
	Iteration 27Q: 3 clusters Score -384096.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -384117.093750 Penalty: 2613.040527
	Iteration 28Q: 3 clusters Score -384117.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -384132.718750 Penalty: 2613.040527
	Iteration 29Q: 3 clusters Score -384132.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -384146.156250 Penalty: 2613.040527
	Iteration 30Q: 3 clusters Score -384146.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -384154.312500 Penalty: 2613.040527
	Iteration 31Q: 3 clusters Score -384154.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -384158.406250 Penalty: 2613.040527
	Iteration 32Q: 3 clusters Score -384158.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -384161.812500 Penalty: 2613.040527
	Iteration 33Q: 3 clusters Score -384161.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -384170.281250 Penalty: 2613.040527
	Iteration 34Q: 3 clusters Score -384170.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -384176.812500 Penalty: 2613.040527
	Iteration 35Q: 3 clusters Score -384176.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -384180.531250 Penalty: 2613.040527
	Iteration 36Q: 3 clusters Score -384180.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -384183.968750 Penalty: 2613.040527
	Iteration 37Q: 3 clusters Score -384184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -384190.218750 Penalty: 2613.040527
	Iteration 38Q: 3 clusters Score -384190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -384196.437500 Penalty: 2613.040527
	Iteration 39Q: 3 clusters Score -384196.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -384205.531250 Penalty: 2613.040527
	Iteration 40F: 3 clusters Score -384205.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -384218.906250 Penalty: 2613.040527
	Iteration 41Q: 3 clusters Score -384218.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -384232.468750 Penalty: 2613.040527
	Iteration 42Q: 3 clusters Score -384232.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -384252.937500 Penalty: 2613.040527
	Iteration 43Q: 3 clusters Score -384252.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -384264.406250 Penalty: 2613.040527
	Iteration 44Q: 3 clusters Score -384264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -384270.187500 Penalty: 2613.040527
	Iteration 45Q: 3 clusters Score -384270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -384274.656250 Penalty: 2613.040527
	Iteration 46Q: 3 clusters Score -384274.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -384279.562500 Penalty: 2613.040527
	Iteration 47Q: 3 clusters Score -384279.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -384281.375000 Penalty: 2613.040527
	Iteration 48Q: 3 clusters Score -384281.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -384281.375000 Penalty: 2613.040527
	Iteration 49F: 3 clusters Score -384281.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 8210 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 61167 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 84703 members 
Mstep: Class 9 contains 16918 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 3390 members 
Mstep: Class 13 contains 32406 members 
Mstep: Class 14 contains 73162 members 
Mstep: Class 16 contains 71252 members 
Mstep: Class 17 contains 5275 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 3812 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4120 members 
Mstep: Class 23 contains 20017 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 45240 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 3103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62645440.000000 Penalty: 55564.910156
Iteration 119Q: 27 clusters Score -6.264544e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19849 members 
Mstep: Class 3 contains 8261 members 
Mstep: Class 4 contains 1501 members 
Mstep: Class 5 contains 61151 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 8152 members 
Mstep: Class 8 contains 84703 members 
Mstep: Class 9 contains 16933 members 
Mstep: Class 10 contains 21362 members 
Mstep: Class 11 contains 13324 members 
Mstep: Class 12 contains 3498 members 
Mstep: Class 13 contains 32406 members 
Mstep: Class 14 contains 73238 members 
Mstep: Class 16 contains 71712 members 
Mstep: Class 17 contains 5311 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 3811 members 
Mstep: Class 20 contains 2524 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4127 members 
Mstep: Class 23 contains 20135 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44989 members 
Mstep: Class 26 contains 6997 members 
Mstep: Class 27 contains 3100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62646372.000000 Penalty: 55564.910156
Iteration 120F: 27 clusters Score -6.264637e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 19603 members 
Mstep: Class 3 contains 8236 members 
Mstep: Class 4 contains 1499 members 
Mstep: Class 5 contains 61161 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 8139 members 
Mstep: Class 8 contains 84706 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 22091 members 
Mstep: Class 11 contains 12895 members 
Mstep: Class 12 contains 3563 members 
Mstep: Class 13 contains 32396 members 
Mstep: Class 14 contains 73263 members 
Mstep: Class 16 contains 71748 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 3396 members 
Mstep: Class 19 contains 3810 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44920 members 
Mstep: Class 26 contains 7010 members 
Mstep: Class 27 contains 3099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62646900.000000 Penalty: 55564.910156
Iteration 121Q: 27 clusters Score -6.26469e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 19431 members 
Mstep: Class 3 contains 8228 members 
Mstep: Class 4 contains 1499 members 
Mstep: Class 5 contains 61153 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 8132 members 
Mstep: Class 8 contains 84708 members 
Mstep: Class 9 contains 16940 members 
Mstep: Class 10 contains 22517 members 
Mstep: Class 11 contains 12558 members 
Mstep: Class 12 contains 3593 members 
Mstep: Class 13 contains 32387 members 
Mstep: Class 14 contains 73270 members 
Mstep: Class 16 contains 71804 members 
Mstep: Class 17 contains 5324 members 
Mstep: Class 18 contains 3388 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4106 members 
Mstep: Class 23 contains 20052 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44948 members 
Mstep: Class 26 contains 7034 members 
Mstep: Class 27 contains 3102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647288.000000 Penalty: 55564.910156
Iteration 122Q: 27 clusters Score -6.264729e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 19292 members 
Mstep: Class 3 contains 8225 members 
Mstep: Class 4 contains 1499 members 
Mstep: Class 5 contains 61129 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 8126 members 
Mstep: Class 8 contains 84712 members 
Mstep: Class 9 contains 16933 members 
Mstep: Class 10 contains 22973 members 
Mstep: Class 11 contains 12211 members 
Mstep: Class 12 contains 3622 members 
Mstep: Class 13 contains 32379 members 
Mstep: Class 14 contains 73263 members 
Mstep: Class 16 contains 71863 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 3802 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 4107 members 
Mstep: Class 23 contains 20024 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44971 members 
Mstep: Class 26 contains 7048 members 
Mstep: Class 27 contains 3106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647476.000000 Penalty: 55564.910156
Iteration 123Q: 27 clusters Score -6.264748e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 19168 members 
Mstep: Class 3 contains 8224 members 
Mstep: Class 4 contains 1499 members 
Mstep: Class 5 contains 61109 members 
Mstep: Class 6 contains 1898 members 
Mstep: Class 7 contains 8116 members 
Mstep: Class 8 contains 84712 members 
Mstep: Class 9 contains 16938 members 
Mstep: Class 10 contains 23418 members 
Mstep: Class 11 contains 11888 members 
Mstep: Class 12 contains 3638 members 
Mstep: Class 13 contains 32377 members 
Mstep: Class 14 contains 73250 members 
Mstep: Class 16 contains 71905 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 3367 members 
Mstep: Class 19 contains 3796 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 4109 members 
Mstep: Class 23 contains 20003 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44976 members 
Mstep: Class 26 contains 7058 members 
Mstep: Class 27 contains 3109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647488.000000 Penalty: 55564.910156
Iteration 124Q: 27 clusters Score -6.264749e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 19052 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 61080 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 8114 members 
Mstep: Class 8 contains 84710 members 
Mstep: Class 9 contains 16949 members 
Mstep: Class 10 contains 23791 members 
Mstep: Class 11 contains 11611 members 
Mstep: Class 12 contains 3649 members 
Mstep: Class 13 contains 32378 members 
Mstep: Class 14 contains 73257 members 
Mstep: Class 16 contains 71944 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 3357 members 
Mstep: Class 19 contains 3793 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4105 members 
Mstep: Class 23 contains 19982 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44983 members 
Mstep: Class 26 contains 7073 members 
Mstep: Class 27 contains 3108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647596.000000 Penalty: 55564.910156
Iteration 125Q: 27 clusters Score -6.26476e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 18960 members 
Mstep: Class 3 contains 8223 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 61043 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 8111 members 
Mstep: Class 8 contains 84702 members 
Mstep: Class 9 contains 16950 members 
Mstep: Class 10 contains 24135 members 
Mstep: Class 11 contains 11371 members 
Mstep: Class 12 contains 3658 members 
Mstep: Class 13 contains 32381 members 
Mstep: Class 14 contains 73268 members 
Mstep: Class 16 contains 71976 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 3790 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4101 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44983 members 
Mstep: Class 26 contains 7083 members 
Mstep: Class 27 contains 3108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647796.000000 Penalty: 55564.910156
Iteration 126Q: 27 clusters Score -6.26478e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 18876 members 
Mstep: Class 3 contains 8220 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 61008 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 8110 members 
Mstep: Class 8 contains 84694 members 
Mstep: Class 9 contains 16949 members 
Mstep: Class 10 contains 24468 members 
Mstep: Class 11 contains 11143 members 
Mstep: Class 12 contains 3665 members 
Mstep: Class 13 contains 32386 members 
Mstep: Class 14 contains 73276 members 
Mstep: Class 16 contains 72004 members 
Mstep: Class 17 contains 5316 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 3789 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4101 members 
Mstep: Class 23 contains 19953 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 7092 members 
Mstep: Class 27 contains 3110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647880.000000 Penalty: 55564.910156
Iteration 127Q: 27 clusters Score -6.264788e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18783 members 
Mstep: Class 3 contains 8223 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 60979 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 8109 members 
Mstep: Class 8 contains 84685 members 
Mstep: Class 9 contains 16948 members 
Mstep: Class 10 contains 24766 members 
Mstep: Class 11 contains 10927 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 32393 members 
Mstep: Class 14 contains 73279 members 
Mstep: Class 16 contains 72042 members 
Mstep: Class 17 contains 5310 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 3789 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4095 members 
Mstep: Class 23 contains 19940 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44982 members 
Mstep: Class 26 contains 7109 members 
Mstep: Class 27 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647896.000000 Penalty: 55564.910156
Iteration 128Q: 27 clusters Score -6.26479e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18698 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 60950 members 
Mstep: Class 6 contains 1886 members 
Mstep: Class 7 contains 8106 members 
Mstep: Class 8 contains 84678 members 
Mstep: Class 9 contains 16945 members 
Mstep: Class 10 contains 25053 members 
Mstep: Class 11 contains 10739 members 
Mstep: Class 12 contains 3674 members 
Mstep: Class 13 contains 32396 members 
Mstep: Class 14 contains 73278 members 
Mstep: Class 16 contains 72068 members 
Mstep: Class 17 contains 5299 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 3788 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4092 members 
Mstep: Class 23 contains 19928 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44986 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647888.000000 Penalty: 55564.910156
Iteration 129Q: 27 clusters Score -6.264789e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18614 members 
Mstep: Class 3 contains 8227 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 60921 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 8107 members 
Mstep: Class 8 contains 84672 members 
Mstep: Class 9 contains 16945 members 
Mstep: Class 10 contains 25315 members 
Mstep: Class 11 contains 10551 members 
Mstep: Class 12 contains 3678 members 
Mstep: Class 13 contains 32401 members 
Mstep: Class 14 contains 73280 members 
Mstep: Class 16 contains 72084 members 
Mstep: Class 17 contains 5298 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 3786 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4089 members 
Mstep: Class 23 contains 19929 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44990 members 
Mstep: Class 26 contains 7140 members 
Mstep: Class 27 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647892.000000 Penalty: 55564.910156
Iteration 130Q: 27 clusters Score -6.264789e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18543 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 60890 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 8102 members 
Mstep: Class 8 contains 84673 members 
Mstep: Class 9 contains 16942 members 
Mstep: Class 10 contains 25566 members 
Mstep: Class 11 contains 10375 members 
Mstep: Class 12 contains 3680 members 
Mstep: Class 13 contains 32401 members 
Mstep: Class 14 contains 73286 members 
Mstep: Class 16 contains 72091 members 
Mstep: Class 17 contains 5286 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 3785 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4087 members 
Mstep: Class 23 contains 19930 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44992 members 
Mstep: Class 26 contains 7166 members 
Mstep: Class 27 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647996.000000 Penalty: 55564.910156
Iteration 131Q: 27 clusters Score -6.2648e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18471 members 
Mstep: Class 3 contains 8224 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 60862 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 8098 members 
Mstep: Class 8 contains 84670 members 
Mstep: Class 9 contains 16937 members 
Mstep: Class 10 contains 25792 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 3681 members 
Mstep: Class 13 contains 32402 members 
Mstep: Class 14 contains 73308 members 
Mstep: Class 16 contains 72108 members 
Mstep: Class 17 contains 5282 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 3785 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4085 members 
Mstep: Class 23 contains 19923 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44991 members 
Mstep: Class 26 contains 7183 members 
Mstep: Class 27 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647948.000000 Penalty: 55564.910156
Iteration 132Q: 27 clusters Score -6.264795e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18375 members 
Mstep: Class 3 contains 8222 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 60842 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 8094 members 
Mstep: Class 8 contains 84670 members 
Mstep: Class 9 contains 16935 members 
Mstep: Class 10 contains 26002 members 
Mstep: Class 11 contains 10074 members 
Mstep: Class 12 contains 3681 members 
Mstep: Class 13 contains 32401 members 
Mstep: Class 14 contains 73335 members 
Mstep: Class 16 contains 72121 members 
Mstep: Class 17 contains 5289 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 3785 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4085 members 
Mstep: Class 23 contains 19914 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44993 members 
Mstep: Class 26 contains 7196 members 
Mstep: Class 27 contains 3123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648108.000000 Penalty: 55564.910156
Iteration 133Q: 27 clusters Score -6.264811e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18269 members 
Mstep: Class 3 contains 8221 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 60813 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 8094 members 
Mstep: Class 8 contains 84668 members 
Mstep: Class 9 contains 16934 members 
Mstep: Class 10 contains 26195 members 
Mstep: Class 11 contains 9957 members 
Mstep: Class 12 contains 3682 members 
Mstep: Class 13 contains 32402 members 
Mstep: Class 14 contains 73356 members 
Mstep: Class 16 contains 72146 members 
Mstep: Class 17 contains 5292 members 
Mstep: Class 18 contains 3351 members 
Mstep: Class 19 contains 3785 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4084 members 
Mstep: Class 23 contains 19904 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44995 members 
Mstep: Class 26 contains 7215 members 
Mstep: Class 27 contains 3124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648056.000000 Penalty: 55564.910156
Iteration 134Q: 27 clusters Score -6.264806e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18164 members 
Mstep: Class 3 contains 8219 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 60780 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 8093 members 
Mstep: Class 8 contains 84667 members 
Mstep: Class 9 contains 16933 members 
Mstep: Class 10 contains 26394 members 
Mstep: Class 11 contains 9813 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 32400 members 
Mstep: Class 14 contains 73395 members 
Mstep: Class 16 contains 72179 members 
Mstep: Class 17 contains 5296 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 3783 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4083 members 
Mstep: Class 23 contains 19900 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44991 members 
Mstep: Class 26 contains 7237 members 
Mstep: Class 27 contains 3126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648152.000000 Penalty: 55564.910156
Iteration 135Q: 27 clusters Score -6.264815e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18073 members 
Mstep: Class 3 contains 8212 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 60749 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 8087 members 
Mstep: Class 8 contains 84666 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 26574 members 
Mstep: Class 11 contains 9696 members 
Mstep: Class 12 contains 3683 members 
Mstep: Class 13 contains 32399 members 
Mstep: Class 14 contains 73413 members 
Mstep: Class 16 contains 72215 members 
Mstep: Class 17 contains 5300 members 
Mstep: Class 18 contains 3349 members 
Mstep: Class 19 contains 3782 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4085 members 
Mstep: Class 23 contains 19896 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44986 members 
Mstep: Class 26 contains 7261 members 
Mstep: Class 27 contains 3130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648104.000000 Penalty: 55564.910156
Iteration 136Q: 27 clusters Score -6.26481e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17981 members 
Mstep: Class 3 contains 8210 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 60716 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 84663 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 26758 members 
Mstep: Class 11 contains 9580 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 32398 members 
Mstep: Class 14 contains 73434 members 
Mstep: Class 16 contains 72242 members 
Mstep: Class 17 contains 5302 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 3782 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4087 members 
Mstep: Class 23 contains 19892 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44980 members 
Mstep: Class 26 contains 7279 members 
Mstep: Class 27 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648148.000000 Penalty: 55564.910156
Iteration 137Q: 27 clusters Score -6.264815e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 17886 members 
Mstep: Class 3 contains 8211 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 60690 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 8085 members 
Mstep: Class 8 contains 84661 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 26940 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 32397 members 
Mstep: Class 14 contains 73455 members 
Mstep: Class 16 contains 72253 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 3782 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4090 members 
Mstep: Class 23 contains 19884 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44983 members 
Mstep: Class 26 contains 7301 members 
Mstep: Class 27 contains 3138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648144.000000 Penalty: 55564.910156
Iteration 138Q: 27 clusters Score -6.264814e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17801 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 60670 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 84655 members 
Mstep: Class 9 contains 16933 members 
Mstep: Class 10 contains 27107 members 
Mstep: Class 11 contains 9357 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 32395 members 
Mstep: Class 14 contains 73489 members 
Mstep: Class 16 contains 72259 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 3782 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4090 members 
Mstep: Class 23 contains 19878 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44981 members 
Mstep: Class 26 contains 7322 members 
Mstep: Class 27 contains 3141 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 27 clusters Score -6.264824e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17718 members 
Mstep: Class 3 contains 8203 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 60647 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8085 members 
Mstep: Class 8 contains 84652 members 
Mstep: Class 9 contains 16933 members 
Mstep: Class 10 contains 27271 members 
Mstep: Class 11 contains 9269 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 32397 members 
Mstep: Class 14 contains 73510 members 
Mstep: Class 16 contains 72260 members 
Mstep: Class 17 contains 5299 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 3782 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4088 members 
Mstep: Class 23 contains 19874 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44979 members 
Mstep: Class 26 contains 7349 members 
Mstep: Class 27 contains 3145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648276.000000 Penalty: 55564.910156
Iteration 140F: 27 clusters Score -6.264828e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17653 members 
Mstep: Class 3 contains 8205 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60622 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8082 members 
Mstep: Class 8 contains 84649 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 27422 members 
Mstep: Class 11 contains 9181 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 32394 members 
Mstep: Class 14 contains 73528 members 
Mstep: Class 16 contains 72272 members 
Mstep: Class 17 contains 5289 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 3783 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4087 members 
Mstep: Class 23 contains 19869 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44973 members 
Mstep: Class 26 contains 7373 members 
Mstep: Class 27 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 27 clusters Score -6.264822e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17593 members 
Mstep: Class 3 contains 8205 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60601 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8079 members 
Mstep: Class 8 contains 84647 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 27544 members 
Mstep: Class 11 contains 9104 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 32396 members 
Mstep: Class 14 contains 73538 members 
Mstep: Class 16 contains 72283 members 
Mstep: Class 17 contains 5289 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 3782 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4085 members 
Mstep: Class 23 contains 19867 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44969 members 
Mstep: Class 26 contains 7396 members 
Mstep: Class 27 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 27 clusters Score -6.264829e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17523 members 
Mstep: Class 3 contains 8206 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60582 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 84645 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 27678 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 32391 members 
Mstep: Class 14 contains 73554 members 
Mstep: Class 16 contains 72284 members 
Mstep: Class 17 contains 5291 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 3781 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4087 members 
Mstep: Class 23 contains 19866 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44967 members 
Mstep: Class 26 contains 7426 members 
Mstep: Class 27 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648420.000000 Penalty: 55564.910156
Iteration 143Q: 27 clusters Score -6.264842e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17467 members 
Mstep: Class 3 contains 8209 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60567 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 84642 members 
Mstep: Class 9 contains 16928 members 
Mstep: Class 10 contains 27791 members 
Mstep: Class 11 contains 8941 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 32393 members 
Mstep: Class 14 contains 73561 members 
Mstep: Class 16 contains 72293 members 
Mstep: Class 17 contains 5291 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 3779 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4088 members 
Mstep: Class 23 contains 19867 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44963 members 
Mstep: Class 26 contains 7451 members 
Mstep: Class 27 contains 3157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648452.000000 Penalty: 55564.910156
Iteration 144Q: 27 clusters Score -6.264845e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17402 members 
Mstep: Class 3 contains 8208 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60547 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8069 members 
Mstep: Class 8 contains 84640 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 27890 members 
Mstep: Class 11 contains 8864 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 32395 members 
Mstep: Class 14 contains 73568 members 
Mstep: Class 16 contains 72306 members 
Mstep: Class 17 contains 5303 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 3779 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4089 members 
Mstep: Class 23 contains 19868 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44966 members 
Mstep: Class 26 contains 7472 members 
Mstep: Class 27 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648384.000000 Penalty: 55564.910156
Iteration 145Q: 27 clusters Score -6.264838e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17329 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60531 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8065 members 
Mstep: Class 8 contains 84638 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 27975 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 32391 members 
Mstep: Class 14 contains 73577 members 
Mstep: Class 16 contains 72325 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4088 members 
Mstep: Class 23 contains 19868 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44966 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 3180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648300.000000 Penalty: 55564.910156
Iteration 146Q: 27 clusters Score -6.26483e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17263 members 
Mstep: Class 3 contains 8204 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60510 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8065 members 
Mstep: Class 8 contains 84640 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 28074 members 
Mstep: Class 11 contains 8736 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 32384 members 
Mstep: Class 14 contains 73584 members 
Mstep: Class 16 contains 72339 members 
Mstep: Class 17 contains 5360 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4086 members 
Mstep: Class 23 contains 19864 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44966 members 
Mstep: Class 26 contains 7489 members 
Mstep: Class 27 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648356.000000 Penalty: 55564.910156
Iteration 147Q: 27 clusters Score -6.264836e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17186 members 
Mstep: Class 3 contains 8205 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60488 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8064 members 
Mstep: Class 8 contains 84639 members 
Mstep: Class 9 contains 16928 members 
Mstep: Class 10 contains 28164 members 
Mstep: Class 11 contains 8675 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 32373 members 
Mstep: Class 14 contains 73591 members 
Mstep: Class 16 contains 72351 members 
Mstep: Class 17 contains 5397 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4086 members 
Mstep: Class 23 contains 19861 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 7508 members 
Mstep: Class 27 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648368.000000 Penalty: 55564.910156
Iteration 148Q: 27 clusters Score -6.264837e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17104 members 
Mstep: Class 3 contains 8197 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60464 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8061 members 
Mstep: Class 8 contains 84633 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 28264 members 
Mstep: Class 11 contains 8614 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 32367 members 
Mstep: Class 14 contains 73596 members 
Mstep: Class 16 contains 72361 members 
Mstep: Class 17 contains 5433 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4083 members 
Mstep: Class 23 contains 19867 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 7532 members 
Mstep: Class 27 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648360.000000 Penalty: 55564.910156
Iteration 149Q: 27 clusters Score -6.264836e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17020 members 
Mstep: Class 3 contains 8197 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60446 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8060 members 
Mstep: Class 8 contains 84628 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 28354 members 
Mstep: Class 11 contains 8565 members 
Mstep: Class 12 contains 3686 members 
Mstep: Class 13 contains 32365 members 
Mstep: Class 14 contains 73600 members 
Mstep: Class 16 contains 72369 members 
Mstep: Class 17 contains 5470 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 19869 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44961 members 
Mstep: Class 26 contains 7552 members 
Mstep: Class 27 contains 3218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648392.000000 Penalty: 55564.910156
Iteration 150Q: 27 clusters Score -6.264839e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16924 members 
Mstep: Class 3 contains 8198 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60435 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8061 members 
Mstep: Class 8 contains 84627 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 28438 members 
Mstep: Class 11 contains 8517 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32361 members 
Mstep: Class 14 contains 73609 members 
Mstep: Class 16 contains 72368 members 
Mstep: Class 17 contains 5514 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 3772 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4082 members 
Mstep: Class 23 contains 19867 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44954 members 
Mstep: Class 26 contains 7576 members 
Mstep: Class 27 contains 3224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648488.000000 Penalty: 55564.910156
Iteration 151Q: 27 clusters Score -6.264849e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16825 members 
Mstep: Class 3 contains 8206 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60429 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8061 members 
Mstep: Class 8 contains 84622 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 28526 members 
Mstep: Class 11 contains 8473 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32350 members 
Mstep: Class 14 contains 73621 members 
Mstep: Class 16 contains 72352 members 
Mstep: Class 17 contains 5543 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4082 members 
Mstep: Class 23 contains 19867 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44953 members 
Mstep: Class 26 contains 7615 members 
Mstep: Class 27 contains 3231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648564.000000 Penalty: 55564.910156
Iteration 152Q: 27 clusters Score -6.264856e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16742 members 
Mstep: Class 3 contains 8204 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60416 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8060 members 
Mstep: Class 8 contains 84623 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 28603 members 
Mstep: Class 11 contains 8433 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32345 members 
Mstep: Class 14 contains 73627 members 
Mstep: Class 16 contains 72352 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 3772 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4080 members 
Mstep: Class 23 contains 19866 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44952 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 3241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648632.000000 Penalty: 55564.910156
Iteration 153Q: 27 clusters Score -6.264863e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16652 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60409 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 8062 members 
Mstep: Class 8 contains 84621 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 28685 members 
Mstep: Class 11 contains 8390 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32338 members 
Mstep: Class 14 contains 73629 members 
Mstep: Class 16 contains 72337 members 
Mstep: Class 17 contains 5614 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4077 members 
Mstep: Class 23 contains 19864 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44953 members 
Mstep: Class 26 contains 7673 members 
Mstep: Class 27 contains 3254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648652.000000 Penalty: 55564.910156
Iteration 154Q: 27 clusters Score -6.264865e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16559 members 
Mstep: Class 3 contains 8203 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60401 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8063 members 
Mstep: Class 8 contains 84618 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 28753 members 
Mstep: Class 11 contains 8349 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32328 members 
Mstep: Class 14 contains 73630 members 
Mstep: Class 16 contains 72329 members 
Mstep: Class 17 contains 5660 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4076 members 
Mstep: Class 23 contains 19862 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44955 members 
Mstep: Class 26 contains 7703 members 
Mstep: Class 27 contains 3269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648752.000000 Penalty: 55564.910156
Iteration 155Q: 27 clusters Score -6.264875e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16457 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 60396 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8062 members 
Mstep: Class 8 contains 84616 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 28828 members 
Mstep: Class 11 contains 8306 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32323 members 
Mstep: Class 14 contains 73626 members 
Mstep: Class 16 contains 72316 members 
Mstep: Class 17 contains 5722 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 3774 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4075 members 
Mstep: Class 23 contains 19862 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44955 members 
Mstep: Class 26 contains 7725 members 
Mstep: Class 27 contains 3290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648628.000000 Penalty: 55564.910156
Iteration 156Q: 27 clusters Score -6.264863e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16348 members 
Mstep: Class 3 contains 8196 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 60391 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8063 members 
Mstep: Class 8 contains 84615 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 28907 members 
Mstep: Class 11 contains 8256 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32320 members 
Mstep: Class 14 contains 73626 members 
Mstep: Class 16 contains 72303 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4076 members 
Mstep: Class 23 contains 19861 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44956 members 
Mstep: Class 26 contains 7742 members 
Mstep: Class 27 contains 3313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648708.000000 Penalty: 55564.910156
Iteration 157Q: 27 clusters Score -6.264871e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16239 members 
Mstep: Class 3 contains 8191 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 60386 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8061 members 
Mstep: Class 8 contains 84613 members 
Mstep: Class 9 contains 16934 members 
Mstep: Class 10 contains 28999 members 
Mstep: Class 11 contains 8200 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32307 members 
Mstep: Class 14 contains 73621 members 
Mstep: Class 16 contains 72285 members 
Mstep: Class 17 contains 5856 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4074 members 
Mstep: Class 23 contains 19861 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44955 members 
Mstep: Class 26 contains 7766 members 
Mstep: Class 27 contains 3337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648720.000000 Penalty: 55564.910156
Iteration 158Q: 27 clusters Score -6.264872e+07 nChanged 396
Entering ConstructFrom: 
Score: -62648720.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (1758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Entering Unmasked Estep 
Score: -216691.281250 Penalty: 1214.188965
	Iteration 0F: 2 clusters Score -216691.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -214761.937500 Penalty: 2428.377930
	Iteration 0F: 3 clusters Score -214761.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -215150.000000 Penalty: 2428.377930
	Iteration 1F: 3 clusters Score -215150 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -215229.984375 Penalty: 2428.377930
	Iteration 2F: 3 clusters Score -215230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -215278.296875 Penalty: 2428.377930
	Iteration 3Q: 3 clusters Score -215278.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -215320.828125 Penalty: 2428.377930
	Iteration 4Q: 3 clusters Score -215320.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -215346.937500 Penalty: 2428.377930
	Iteration 5Q: 3 clusters Score -215346.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -215367.015625 Penalty: 2428.377930
	Iteration 6Q: 3 clusters Score -215367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -215382.671875 Penalty: 2428.377930
	Iteration 7Q: 3 clusters Score -215382.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -215404.765625 Penalty: 2428.377930
	Iteration 8Q: 3 clusters Score -215404.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -215423.953125 Penalty: 2428.377930
	Iteration 9Q: 3 clusters Score -215424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -215438.234375 Penalty: 2428.377930
	Iteration 10Q: 3 clusters Score -215438.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -215454.640625 Penalty: 2428.377930
	Iteration 11Q: 3 clusters Score -215454.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -215478.593750 Penalty: 2428.377930
	Iteration 12Q: 3 clusters Score -215478.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -215499.953125 Penalty: 2428.377930
	Iteration 13Q: 3 clusters Score -215500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -215534.531250 Penalty: 2428.377930
	Iteration 14Q: 3 clusters Score -215534.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -215573.140625 Penalty: 2428.377930
	Iteration 15Q: 3 clusters Score -215573.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -215600.500000 Penalty: 2428.377930
	Iteration 16Q: 3 clusters Score -215600.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -215622.281250 Penalty: 2428.377930
	Iteration 17Q: 3 clusters Score -215622.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -215640.281250 Penalty: 2428.377930
	Iteration 18Q: 3 clusters Score -215640.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -215658.546875 Penalty: 2428.377930
	Iteration 19Q: 3 clusters Score -215658.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -215681.078125 Penalty: 2428.377930
	Iteration 20F: 3 clusters Score -215681.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -215702.781250 Penalty: 2428.377930
	Iteration 21Q: 3 clusters Score -215702.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -215728.093750 Penalty: 2428.377930
	Iteration 22Q: 3 clusters Score -215728.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -215744.656250 Penalty: 2428.377930
	Iteration 23Q: 3 clusters Score -215744.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -215769.578125 Penalty: 2428.377930
	Iteration 24Q: 3 clusters Score -215769.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -215787.453125 Penalty: 2428.377930
	Iteration 25Q: 3 clusters Score -215787.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -215800.390625 Penalty: 2428.377930
	Iteration 26Q: 3 clusters Score -215800.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -215803.390625 Penalty: 2428.377930
	Iteration 27Q: 3 clusters Score -215803.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -215807.031250 Penalty: 2428.377930
	Iteration 28Q: 3 clusters Score -215807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -215808.437500 Penalty: 2428.377930
	Iteration 29Q: 3 clusters Score -215808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -215810.156250 Penalty: 2428.377930
	Iteration 30Q: 3 clusters Score -215810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -215812.296875 Penalty: 2428.377930
	Iteration 31Q: 3 clusters Score -215812.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -215814.500000 Penalty: 2428.377930
	Iteration 32Q: 3 clusters Score -215814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -215815.343750 Penalty: 2428.377930
	Iteration 33Q: 3 clusters Score -215815.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -215815.937500 Penalty: 2428.377930
	Iteration 34Q: 3 clusters Score -215815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -215815.937500 Penalty: 2428.377930
	Iteration 35F: 3 clusters Score -215815.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Entering Unmasked Estep 
Score: -2038342.125000 Penalty: 1574.017944
	Iteration 0F: 2 clusters Score -2038342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2027355.125000 Penalty: 3148.035889
	Iteration 0F: 3 clusters Score -2027355 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2031288.500000 Penalty: 3148.035889
	Iteration 1F: 3 clusters Score -2031288 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2031548.875000 Penalty: 3148.035889
	Iteration 2Q: 3 clusters Score -2031549 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2031791.125000 Penalty: 3148.035889
	Iteration 3Q: 3 clusters Score -2031791 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2031988.750000 Penalty: 3148.035889
	Iteration 4Q: 3 clusters Score -2031989 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2032149.125000 Penalty: 3148.035889
	Iteration 5Q: 3 clusters Score -2032149 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2032283.625000 Penalty: 3148.035889
	Iteration 6Q: 3 clusters Score -2032284 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2032387.500000 Penalty: 3148.035889
	Iteration 7Q: 3 clusters Score -2032388 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2032504.125000 Penalty: 3148.035889
	Iteration 8Q: 3 clusters Score -2032504 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2032592.000000 Penalty: 3148.035889
	Iteration 9Q: 3 clusters Score -2032592 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2032691.625000 Penalty: 3148.035889
	Iteration 10Q: 3 clusters Score -2032692 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2032796.500000 Penalty: 3148.035889
	Iteration 11Q: 3 clusters Score -2032796 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2032910.500000 Penalty: 3148.035889
	Iteration 12Q: 3 clusters Score -2032910 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2033026.125000 Penalty: 3148.035889
	Iteration 13Q: 3 clusters Score -2033026 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2033149.375000 Penalty: 3148.035889
	Iteration 14Q: 3 clusters Score -2033149 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2033276.875000 Penalty: 3148.035889
	Iteration 15Q: 3 clusters Score -2033277 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2033459.375000 Penalty: 3148.035889
	Iteration 16Q: 3 clusters Score -2033459 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2033690.375000 Penalty: 3148.035889
	Iteration 17Q: 3 clusters Score -2033690 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2033975.500000 Penalty: 3148.035889
	Iteration 18Q: 3 clusters Score -2033976 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2034355.125000 Penalty: 3148.035889
	Iteration 19Q: 3 clusters Score -2034355 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2034798.000000 Penalty: 3148.035889
	Iteration 20F: 3 clusters Score -2034798 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2035284.500000 Penalty: 3148.035889
	Iteration 21Q: 3 clusters Score -2035284 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2035772.250000 Penalty: 3148.035889
	Iteration 22Q: 3 clusters Score -2035772 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2036179.000000 Penalty: 3148.035889
	Iteration 23Q: 3 clusters Score -2036179 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2036470.750000 Penalty: 3148.035889
	Iteration 24Q: 3 clusters Score -2036471 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2036666.250000 Penalty: 3148.035889
	Iteration 25Q: 3 clusters Score -2036666 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2036791.000000 Penalty: 3148.035889
	Iteration 26Q: 3 clusters Score -2036791 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2036859.250000 Penalty: 3148.035889
	Iteration 27Q: 3 clusters Score -2036859 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2036895.500000 Penalty: 3148.035889
	Iteration 28Q: 3 clusters Score -2036896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2036926.625000 Penalty: 3148.035889
	Iteration 29Q: 3 clusters Score -2036927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2036947.375000 Penalty: 3148.035889
	Iteration 30Q: 3 clusters Score -2036947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2036957.625000 Penalty: 3148.035889
	Iteration 31Q: 3 clusters Score -2036958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2036961.625000 Penalty: 3148.035889
	Iteration 32Q: 3 clusters Score -2036962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2036973.500000 Penalty: 3148.035889
	Iteration 33Q: 3 clusters Score -2036974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2036984.375000 Penalty: 3148.035889
	Iteration 34Q: 3 clusters Score -2036984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2036989.000000 Penalty: 3148.035889
	Iteration 35Q: 3 clusters Score -2036989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2036996.875000 Penalty: 3148.035889
	Iteration 36Q: 3 clusters Score -2036997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2037000.250000 Penalty: 3148.035889
	Iteration 37Q: 3 clusters Score -2037000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2037002.000000 Penalty: 3148.035889
	Iteration 38Q: 3 clusters Score -2037002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2037005.125000 Penalty: 3148.035889
	Iteration 39Q: 3 clusters Score -2037005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2037005.375000 Penalty: 3148.035889
	Iteration 40F: 3 clusters Score -2037005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2037007.750000 Penalty: 3148.035889
	Iteration 41Q: 3 clusters Score -2037008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2037008.250000 Penalty: 3148.035889
	Iteration 42Q: 3 clusters Score -2037008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2037010.250000 Penalty: 3148.035889
	Iteration 43Q: 3 clusters Score -2037010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2037013.000000 Penalty: 3148.035889
	Iteration 44Q: 3 clusters Score -2037013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2037014.250000 Penalty: 3148.035889
	Iteration 45Q: 3 clusters Score -2037014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2037015.375000 Penalty: 3148.035889
	Iteration 46Q: 3 clusters Score -2037015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2037015.500000 Penalty: 3148.035889
	Iteration 47Q: 3 clusters Score -2037016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2037015.500000 Penalty: 3148.035889
	Iteration 48F: 3 clusters Score -2037016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Entering Unmasked Estep 
Score: -1011290.625000 Penalty: 1464.154297
	Iteration 0F: 2 clusters Score -1011291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1005283.250000 Penalty: 2928.308594
	Iteration 0F: 3 clusters Score -1005283 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1007193.437500 Penalty: 2928.308594
	Iteration 1F: 3 clusters Score -1007193 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1007470.062500 Penalty: 2928.308594
	Iteration 2F: 3 clusters Score -1007470 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1007698.375000 Penalty: 2928.308594
	Iteration 3F: 3 clusters Score -1007698 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1007927.187500 Penalty: 2928.308594
	Iteration 4Q: 3 clusters Score -1007927 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1008180.000000 Penalty: 2928.308594
	Iteration 5Q: 3 clusters Score -1008180 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1008449.437500 Penalty: 2928.308594
	Iteration 6Q: 3 clusters Score -1008449 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1008784.625000 Penalty: 2928.308594
	Iteration 7Q: 3 clusters Score -1008785 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1009179.500000 Penalty: 2928.308594
	Iteration 8F: 3 clusters Score -1009180 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1009602.875000 Penalty: 2928.308594
	Iteration 9Q: 3 clusters Score -1009603 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1010014.187500 Penalty: 2928.308594
	Iteration 10Q: 3 clusters Score -1010014 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1010323.437500 Penalty: 2928.308594
	Iteration 11Q: 3 clusters Score -1010323 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1010545.875000 Penalty: 2928.308594
	Iteration 12Q: 3 clusters Score -1010546 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1010715.312500 Penalty: 2928.308594
	Iteration 13Q: 3 clusters Score -1010715 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1010856.062500 Penalty: 2928.308594
	Iteration 14Q: 3 clusters Score -1010856 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1011002.312500 Penalty: 2928.308594
	Iteration 15Q: 3 clusters Score -1011002 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1011156.437500 Penalty: 2928.308594
	Iteration 16Q: 3 clusters Score -1011156 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1011307.187500 Penalty: 2928.308594
	Iteration 17Q: 3 clusters Score -1011307 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1011411.562500 Penalty: 2928.308594
	Iteration 18Q: 3 clusters Score -1011412 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1011480.937500 Penalty: 2928.308594
	Iteration 19Q: 3 clusters Score -1011481 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1011530.500000 Penalty: 2928.308594
	Iteration 20F: 3 clusters Score -1011530 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1011563.937500 Penalty: 2928.308594
	Iteration 21Q: 3 clusters Score -1011564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1011589.312500 Penalty: 2928.308594
	Iteration 22Q: 3 clusters Score -1011589 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1011609.625000 Penalty: 2928.308594
	Iteration 23Q: 3 clusters Score -1011610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1011617.250000 Penalty: 2928.308594
	Iteration 24Q: 3 clusters Score -1011617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1011621.312500 Penalty: 2928.308594
	Iteration 25Q: 3 clusters Score -1011621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1011623.687500 Penalty: 2928.308594
	Iteration 26Q: 3 clusters Score -1011624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1011625.062500 Penalty: 2928.308594
	Iteration 27Q: 3 clusters Score -1011625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1011629.562500 Penalty: 2928.308594
	Iteration 28Q: 3 clusters Score -1011630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1011632.250000 Penalty: 2928.308594
	Iteration 29Q: 3 clusters Score -1011632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1011634.062500 Penalty: 2928.308594
	Iteration 30Q: 3 clusters Score -1011634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1011636.875000 Penalty: 2928.308594
	Iteration 31Q: 3 clusters Score -1011637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1011635.562500 Penalty: 2928.308594
	Iteration 32Q: 3 clusters Score -1011636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1011637.812500 Penalty: 2928.308594
	Iteration 33Q: 3 clusters Score -1011638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1011637.937500 Penalty: 2928.308594
	Iteration 34Q: 3 clusters Score -1011638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1011638.000000 Penalty: 2928.308594
	Iteration 35Q: 3 clusters Score -1011638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1011637.750000 Penalty: 2928.308594
	Iteration 36Q: 3 clusters Score -1011638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1011638.500000 Penalty: 2928.308594
	Iteration 37Q: 3 clusters Score -1011638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1011636.937500 Penalty: 2928.308594
	Iteration 38Q: 3 clusters Score -1011637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1011637.937500 Penalty: 2928.308594
	Iteration 39Q: 3 clusters Score -1011638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1011637.937500 Penalty: 2928.308594
	Iteration 40F: 3 clusters Score -1011638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16095 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 60380 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8058 members 
Mstep: Class 8 contains 84616 members 
Mstep: Class 9 contains 16935 members 
Mstep: Class 10 contains 29102 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32281 members 
Mstep: Class 14 contains 73615 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 72273 members 
Mstep: Class 17 contains 5943 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4075 members 
Mstep: Class 23 contains 19864 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44958 members 
Mstep: Class 26 contains 7807 members 
Mstep: Class 27 contains 3365 members 
Entering Unmasked Estep 
Score: -62648460.000000 Penalty: 57702.019531
Splitting cluster 3 changes total score from -62648720.000000 to -62648460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -182576.796875 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -182576.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -180783.453125 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -180783.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -181099.328125 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -181099.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -181179.421875 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -181179.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -181219.343750 Penalty: 2376.145996
	Iteration 3Q: 3 clusters Score -181219.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -181242.312500 Penalty: 2376.145996
	Iteration 4Q: 3 clusters Score -181242.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -181266.906250 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -181266.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -181281.546875 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -181281.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -181296.609375 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -181296.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -181307.906250 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -181307.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -181316.062500 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -181316.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -181323.375000 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -181323.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -181329.968750 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -181330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -181333.546875 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -181333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -181335.500000 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -181335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -181338.828125 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -181338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -181345.578125 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -181345.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -181350.000000 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -181350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -181355.687500 Penalty: 2376.145996
	Iteration 17Q: 3 clusters Score -181355.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -181359.656250 Penalty: 2376.145996
	Iteration 18Q: 3 clusters Score -181359.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -181364.156250 Penalty: 2376.145996
	Iteration 19Q: 3 clusters Score -181364.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -181368.640625 Penalty: 2376.145996
	Iteration 20F: 3 clusters Score -181368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -181370.031250 Penalty: 2376.145996
	Iteration 21Q: 3 clusters Score -181370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -181370.031250 Penalty: 2376.145996
	Iteration 22F: 3 clusters Score -181370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Entering Unmasked Estep 
Score: -7513899.000000 Penalty: 1788.867188
	Iteration 0F: 2 clusters Score -7513899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -7474317.000000 Penalty: 3577.734375
	Iteration 0F: 3 clusters Score -7474317 nChanged 28476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -7490350.500000 Penalty: 3577.734375
	Iteration 1F: 3 clusters Score -7490350 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -7490945.500000 Penalty: 3577.734375
	Iteration 2Q: 3 clusters Score -7490946 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -7491765.000000 Penalty: 3577.734375
	Iteration 3Q: 3 clusters Score -7491765 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -7493177.000000 Penalty: 3577.734375
	Iteration 4Q: 3 clusters Score -7493177 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -7495799.500000 Penalty: 3577.734375
	Iteration 5F: 3 clusters Score -7495800 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -7499981.000000 Penalty: 3577.734375
	Iteration 6F: 3 clusters Score -7499981 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -7505212.500000 Penalty: 3577.734375
	Iteration 7F: 3 clusters Score -7505212 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -7509263.000000 Penalty: 3577.734375
	Iteration 8F: 3 clusters Score -7509263 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7511241.000000 Penalty: 3577.734375
	Iteration 9Q: 3 clusters Score -7511241 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7511920.000000 Penalty: 3577.734375
	Iteration 10Q: 3 clusters Score -7511920 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7512126.500000 Penalty: 3577.734375
	Iteration 11Q: 3 clusters Score -7512126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7512220.500000 Penalty: 3577.734375
	Iteration 12Q: 3 clusters Score -7512220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7512275.000000 Penalty: 3577.734375
	Iteration 13Q: 3 clusters Score -7512275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7512295.500000 Penalty: 3577.734375
	Iteration 14Q: 3 clusters Score -7512296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7512308.000000 Penalty: 3577.734375
	Iteration 15Q: 3 clusters Score -7512308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7512321.500000 Penalty: 3577.734375
	Iteration 16Q: 3 clusters Score -7512322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60235 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7512318.500000 Penalty: 3577.734375
	Iteration 17Q: 3 clusters Score -7512318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7512320.000000 Penalty: 3577.734375
	Iteration 18Q: 3 clusters Score -7512320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60235 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7512324.500000 Penalty: 3577.734375
	Iteration 19Q: 3 clusters Score -7512324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60235 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7512324.500000 Penalty: 3577.734375
	Iteration 20F: 3 clusters Score -7512324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -218846.796875 Penalty: 1225.351074
	Iteration 0F: 2 clusters Score -218846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -216836.296875 Penalty: 2450.702148
	Iteration 0F: 3 clusters Score -216836.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -217282.718750 Penalty: 2450.702148
	Iteration 1F: 3 clusters Score -217282.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -217386.140625 Penalty: 2450.702148
	Iteration 2F: 3 clusters Score -217386.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -217435.109375 Penalty: 2450.702148
	Iteration 3Q: 3 clusters Score -217435.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -217465.406250 Penalty: 2450.702148
	Iteration 4Q: 3 clusters Score -217465.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -217486.125000 Penalty: 2450.702148
	Iteration 5Q: 3 clusters Score -217486.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -217500.437500 Penalty: 2450.702148
	Iteration 6Q: 3 clusters Score -217500.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -217518.343750 Penalty: 2450.702148
	Iteration 7Q: 3 clusters Score -217518.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -217536.031250 Penalty: 2450.702148
	Iteration 8Q: 3 clusters Score -217536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -217552.718750 Penalty: 2450.702148
	Iteration 9Q: 3 clusters Score -217552.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -217567.859375 Penalty: 2450.702148
	Iteration 10Q: 3 clusters Score -217567.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -217578.890625 Penalty: 2450.702148
	Iteration 11Q: 3 clusters Score -217578.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -217591.359375 Penalty: 2450.702148
	Iteration 12Q: 3 clusters Score -217591.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -217601.796875 Penalty: 2450.702148
	Iteration 13Q: 3 clusters Score -217601.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -217611.156250 Penalty: 2450.702148
	Iteration 14Q: 3 clusters Score -217611.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -217617.015625 Penalty: 2450.702148
	Iteration 15Q: 3 clusters Score -217617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -217621.593750 Penalty: 2450.702148
	Iteration 16Q: 3 clusters Score -217621.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -217627.078125 Penalty: 2450.702148
	Iteration 17Q: 3 clusters Score -217627.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -217632.546875 Penalty: 2450.702148
	Iteration 18Q: 3 clusters Score -217632.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -217636.468750 Penalty: 2450.702148
	Iteration 19Q: 3 clusters Score -217636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -217638.375000 Penalty: 2450.702148
	Iteration 20F: 3 clusters Score -217638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -217640.437500 Penalty: 2450.702148
	Iteration 21Q: 3 clusters Score -217640.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -217642.390625 Penalty: 2450.702148
	Iteration 22Q: 3 clusters Score -217642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -217643.281250 Penalty: 2450.702148
	Iteration 23Q: 3 clusters Score -217643.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -217644.062500 Penalty: 2450.702148
	Iteration 24Q: 3 clusters Score -217644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -217645.093750 Penalty: 2450.702148
	Iteration 25Q: 3 clusters Score -217645.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -217645.593750 Penalty: 2450.702148
	Iteration 26Q: 3 clusters Score -217645.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -217645.593750 Penalty: 2450.702148
	Iteration 27F: 3 clusters Score -217645.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Entering Unmasked Estep 
Score: -951773.937500 Penalty: 1461.593384
	Iteration 0F: 2 clusters Score -951773.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -945851.187500 Penalty: 2923.186768
	Iteration 0F: 3 clusters Score -945851.2 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -947686.312500 Penalty: 2923.186768
	Iteration 1F: 3 clusters Score -947686.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -947884.375000 Penalty: 2923.186768
	Iteration 2F: 3 clusters Score -947884.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -948025.375000 Penalty: 2923.186768
	Iteration 3Q: 3 clusters Score -948025.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -948128.500000 Penalty: 2923.186768
	Iteration 4Q: 3 clusters Score -948128.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -948212.875000 Penalty: 2923.186768
	Iteration 5Q: 3 clusters Score -948212.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -948290.062500 Penalty: 2923.186768
	Iteration 6Q: 3 clusters Score -948290.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -948358.687500 Penalty: 2923.186768
	Iteration 7Q: 3 clusters Score -948358.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -948427.687500 Penalty: 2923.186768
	Iteration 8Q: 3 clusters Score -948427.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -948487.437500 Penalty: 2923.186768
	Iteration 9Q: 3 clusters Score -948487.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -948529.937500 Penalty: 2923.186768
	Iteration 10Q: 3 clusters Score -948529.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -948579.187500 Penalty: 2923.186768
	Iteration 11Q: 3 clusters Score -948579.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -948635.437500 Penalty: 2923.186768
	Iteration 12Q: 3 clusters Score -948635.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -948701.812500 Penalty: 2923.186768
	Iteration 13Q: 3 clusters Score -948701.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -948797.625000 Penalty: 2923.186768
	Iteration 14Q: 3 clusters Score -948797.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -948917.625000 Penalty: 2923.186768
	Iteration 15Q: 3 clusters Score -948917.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -949073.312500 Penalty: 2923.186768
	Iteration 16Q: 3 clusters Score -949073.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -949250.937500 Penalty: 2923.186768
	Iteration 17Q: 3 clusters Score -949250.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -949435.437500 Penalty: 2923.186768
	Iteration 18Q: 3 clusters Score -949435.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -949574.937500 Penalty: 2923.186768
	Iteration 19Q: 3 clusters Score -949574.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -949685.562500 Penalty: 2923.186768
	Iteration 20F: 3 clusters Score -949685.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -949783.687500 Penalty: 2923.186768
	Iteration 21Q: 3 clusters Score -949783.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -949874.187500 Penalty: 2923.186768
	Iteration 22Q: 3 clusters Score -949874.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -949949.812500 Penalty: 2923.186768
	Iteration 23Q: 3 clusters Score -949949.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -950013.000000 Penalty: 2923.186768
	Iteration 24Q: 3 clusters Score -950013 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -950084.750000 Penalty: 2923.186768
	Iteration 25Q: 3 clusters Score -950084.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -950142.562500 Penalty: 2923.186768
	Iteration 26Q: 3 clusters Score -950142.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -950205.562500 Penalty: 2923.186768
	Iteration 27Q: 3 clusters Score -950205.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -950256.625000 Penalty: 2923.186768
	Iteration 28Q: 3 clusters Score -950256.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -950297.187500 Penalty: 2923.186768
	Iteration 29Q: 3 clusters Score -950297.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -950337.812500 Penalty: 2923.186768
	Iteration 30Q: 3 clusters Score -950337.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -950377.625000 Penalty: 2923.186768
	Iteration 31Q: 3 clusters Score -950377.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -950401.937500 Penalty: 2923.186768
	Iteration 32Q: 3 clusters Score -950401.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -950427.250000 Penalty: 2923.186768
	Iteration 33Q: 3 clusters Score -950427.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -950441.062500 Penalty: 2923.186768
	Iteration 34Q: 3 clusters Score -950441.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -950447.875000 Penalty: 2923.186768
	Iteration 35Q: 3 clusters Score -950447.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -950456.500000 Penalty: 2923.186768
	Iteration 36Q: 3 clusters Score -950456.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -950462.000000 Penalty: 2923.186768
	Iteration 37Q: 3 clusters Score -950462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -950468.062500 Penalty: 2923.186768
	Iteration 38Q: 3 clusters Score -950468.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -950471.375000 Penalty: 2923.186768
	Iteration 39Q: 3 clusters Score -950471.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -950479.000000 Penalty: 2923.186768
	Iteration 40F: 3 clusters Score -950479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -950482.812500 Penalty: 2923.186768
	Iteration 41Q: 3 clusters Score -950482.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -950489.062500 Penalty: 2923.186768
	Iteration 42Q: 3 clusters Score -950489.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -950495.500000 Penalty: 2923.186768
	Iteration 43Q: 3 clusters Score -950495.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -950500.750000 Penalty: 2923.186768
	Iteration 44Q: 3 clusters Score -950500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -950504.250000 Penalty: 2923.186768
	Iteration 45Q: 3 clusters Score -950504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -950506.375000 Penalty: 2923.186768
	Iteration 46Q: 3 clusters Score -950506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -950507.500000 Penalty: 2923.186768
	Iteration 47Q: 3 clusters Score -950507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -950506.937500 Penalty: 2923.186768
	Iteration 48Q: 3 clusters Score -950506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -950508.625000 Penalty: 2923.186768
	Iteration 49Q: 3 clusters Score -950508.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -950509.062500 Penalty: 2923.186768
	Iteration 50Q: 3 clusters Score -950509.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -950509.062500 Penalty: 2923.186768
	Iteration 51F: 3 clusters Score -950509.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Entering Unmasked Estep 
Score: -10451446.000000 Penalty: 1843.705322
	Iteration 0F: 2 clusters Score -1.045145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -10399472.000000 Penalty: 3687.410645
	Iteration 0F: 3 clusters Score -1.039947e+07 nChanged 40218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -10422480.000000 Penalty: 3687.410645
	Iteration 1F: 3 clusters Score -1.042248e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -10423367.000000 Penalty: 3687.410645
	Iteration 2Q: 3 clusters Score -1.042337e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -10424490.000000 Penalty: 3687.410645
	Iteration 3Q: 3 clusters Score -1.042449e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -10426429.000000 Penalty: 3687.410645
	Iteration 4Q: 3 clusters Score -1.042643e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 58687 members 
Entering Unmasked Estep 
Score: -10429687.000000 Penalty: 3687.410645
	Iteration 5F: 3 clusters Score -1.042969e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -10434439.000000 Penalty: 3687.410645
	Iteration 6F: 3 clusters Score -1.043444e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -10439604.000000 Penalty: 3687.410645
	Iteration 7F: 3 clusters Score -1.04396e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -10443950.000000 Penalty: 3687.410645
	Iteration 8F: 3 clusters Score -1.044395e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -10446916.000000 Penalty: 3687.410645
	Iteration 9Q: 3 clusters Score -1.044692e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 83089 members 
Entering Unmasked Estep 
Score: -10448528.000000 Penalty: 3687.410645
	Iteration 10Q: 3 clusters Score -1.044853e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -10449363.000000 Penalty: 3687.410645
	Iteration 11Q: 3 clusters Score -1.044936e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -10449794.000000 Penalty: 3687.410645
	Iteration 12Q: 3 clusters Score -1.044979e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -10449940.000000 Penalty: 3687.410645
	Iteration 13Q: 3 clusters Score -1.044994e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 84253 members 
Entering Unmasked Estep 
Score: -10449990.000000 Penalty: 3687.410645
	Iteration 14Q: 3 clusters Score -1.044999e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -10450031.000000 Penalty: 3687.410645
	Iteration 15Q: 3 clusters Score -1.045003e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
Score: -10450067.000000 Penalty: 3687.410645
	Iteration 16Q: 3 clusters Score -1.045007e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -10450096.000000 Penalty: 3687.410645
	Iteration 17Q: 3 clusters Score -1.04501e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 84287 members 
Entering Unmasked Estep 
Score: -10450118.000000 Penalty: 3687.410645
	Iteration 18Q: 3 clusters Score -1.045012e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -10450134.000000 Penalty: 3687.410645
	Iteration 19Q: 3 clusters Score -1.045013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 84304 members 
Entering Unmasked Estep 
Score: -10450174.000000 Penalty: 3687.410645
	Iteration 20F: 3 clusters Score -1.045017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -10450177.000000 Penalty: 3687.410645
	Iteration 21Q: 3 clusters Score -1.045018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -10450195.000000 Penalty: 3687.410645
	Iteration 22Q: 3 clusters Score -1.04502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 84326 members 
Entering Unmasked Estep 
Score: -10450226.000000 Penalty: 3687.410645
	Iteration 23Q: 3 clusters Score -1.045023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 84328 members 
Entering Unmasked Estep 
Score: -10450251.000000 Penalty: 3687.410645
	Iteration 24Q: 3 clusters Score -1.045025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -10450264.000000 Penalty: 3687.410645
	Iteration 25Q: 3 clusters Score -1.045026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -10450277.000000 Penalty: 3687.410645
	Iteration 26Q: 3 clusters Score -1.045028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 84332 members 
Entering Unmasked Estep 
Score: -10450286.000000 Penalty: 3687.410645
	Iteration 27Q: 3 clusters Score -1.045029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -10450297.000000 Penalty: 3687.410645
	Iteration 28Q: 3 clusters Score -1.04503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -10450303.000000 Penalty: 3687.410645
	Iteration 29Q: 3 clusters Score -1.04503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -10450306.000000 Penalty: 3687.410645
	Iteration 30Q: 3 clusters Score -1.045031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -10450310.000000 Penalty: 3687.410645
	Iteration 31Q: 3 clusters Score -1.045031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -10450310.000000 Penalty: 3687.410645
	Iteration 32F: 3 clusters Score -1.045031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Entering Unmasked Estep 
Score: -2033558.875000 Penalty: 1582.284912
	Iteration 0F: 2 clusters Score -2033559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2022003.250000 Penalty: 3164.569824
	Iteration 0F: 3 clusters Score -2022003 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2026068.000000 Penalty: 3164.569824
	Iteration 1F: 3 clusters Score -2026068 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2026460.250000 Penalty: 3164.569824
	Iteration 2F: 3 clusters Score -2026460 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2026884.125000 Penalty: 3164.569824
	Iteration 3F: 3 clusters Score -2026884 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2027372.125000 Penalty: 3164.569824
	Iteration 4F: 3 clusters Score -2027372 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2027930.000000 Penalty: 3164.569824
	Iteration 5F: 3 clusters Score -2027930 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2028596.375000 Penalty: 3164.569824
	Iteration 6F: 3 clusters Score -2028596 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2029329.000000 Penalty: 3164.569824
	Iteration 7F: 3 clusters Score -2029329 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2030053.000000 Penalty: 3164.569824
	Iteration 8F: 3 clusters Score -2030053 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2030721.750000 Penalty: 3164.569824
	Iteration 9Q: 3 clusters Score -2030722 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2031221.625000 Penalty: 3164.569824
	Iteration 10Q: 3 clusters Score -2031222 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2031608.500000 Penalty: 3164.569824
	Iteration 11Q: 3 clusters Score -2031608 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2031885.875000 Penalty: 3164.569824
	Iteration 12Q: 3 clusters Score -2031886 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2032030.375000 Penalty: 3164.569824
	Iteration 13Q: 3 clusters Score -2032030 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2032123.875000 Penalty: 3164.569824
	Iteration 14Q: 3 clusters Score -2032124 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2032184.250000 Penalty: 3164.569824
	Iteration 15Q: 3 clusters Score -2032184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2032225.875000 Penalty: 3164.569824
	Iteration 16Q: 3 clusters Score -2032226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2032258.625000 Penalty: 3164.569824
	Iteration 17Q: 3 clusters Score -2032259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2032277.625000 Penalty: 3164.569824
	Iteration 18Q: 3 clusters Score -2032278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2032290.500000 Penalty: 3164.569824
	Iteration 19Q: 3 clusters Score -2032290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2032299.875000 Penalty: 3164.569824
	Iteration 20F: 3 clusters Score -2032300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2032307.000000 Penalty: 3164.569824
	Iteration 21Q: 3 clusters Score -2032307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2032314.625000 Penalty: 3164.569824
	Iteration 22Q: 3 clusters Score -2032315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2032324.125000 Penalty: 3164.569824
	Iteration 23Q: 3 clusters Score -2032324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2032324.750000 Penalty: 3164.569824
	Iteration 24Q: 3 clusters Score -2032325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2032329.125000 Penalty: 3164.569824
	Iteration 25Q: 3 clusters Score -2032329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2032333.500000 Penalty: 3164.569824
	Iteration 26Q: 3 clusters Score -2032334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2032334.250000 Penalty: 3164.569824
	Iteration 27Q: 3 clusters Score -2032334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2032336.875000 Penalty: 3164.569824
	Iteration 28Q: 3 clusters Score -2032337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2032340.625000 Penalty: 3164.569824
	Iteration 29Q: 3 clusters Score -2032341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2032341.625000 Penalty: 3164.569824
	Iteration 30Q: 3 clusters Score -2032342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2032346.875000 Penalty: 3164.569824
	Iteration 31Q: 3 clusters Score -2032347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2032346.875000 Penalty: 3164.569824
	Iteration 32Q: 3 clusters Score -2032347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2032348.625000 Penalty: 3164.569824
	Iteration 33Q: 3 clusters Score -2032349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2032352.500000 Penalty: 3164.569824
	Iteration 34Q: 3 clusters Score -2032352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2032352.125000 Penalty: 3164.569824
	Iteration 35Q: 3 clusters Score -2032352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2032352.625000 Penalty: 3164.569824
	Iteration 36Q: 3 clusters Score -2032353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2032353.750000 Penalty: 3164.569824
	Iteration 37Q: 3 clusters Score -2032354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2032353.875000 Penalty: 3164.569824
	Iteration 38Q: 3 clusters Score -2032354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2032355.750000 Penalty: 3164.569824
	Iteration 39Q: 3 clusters Score -2032356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2032355.750000 Penalty: 3164.569824
	Iteration 40F: 3 clusters Score -2032356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Entering Unmasked Estep 
Score: -3708903.000000 Penalty: 1670.266357
	Iteration 0F: 2 clusters Score -3708903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3689272.250000 Penalty: 3340.532715
	Iteration 0F: 3 clusters Score -3689272 nChanged 13399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3696685.250000 Penalty: 3340.532715
	Iteration 1F: 3 clusters Score -3696685 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3696984.000000 Penalty: 3340.532715
	Iteration 2Q: 3 clusters Score -3696984 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3697301.750000 Penalty: 3340.532715
	Iteration 3Q: 3 clusters Score -3697302 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3697635.250000 Penalty: 3340.532715
	Iteration 4Q: 3 clusters Score -3697635 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3698042.000000 Penalty: 3340.532715
	Iteration 5Q: 3 clusters Score -3698042 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3698620.250000 Penalty: 3340.532715
	Iteration 6Q: 3 clusters Score -3698620 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3699413.500000 Penalty: 3340.532715
	Iteration 7Q: 3 clusters Score -3699414 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3700562.000000 Penalty: 3340.532715
	Iteration 8F: 3 clusters Score -3700562 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3702109.000000 Penalty: 3340.532715
	Iteration 9F: 3 clusters Score -3702109 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3703822.750000 Penalty: 3340.532715
	Iteration 10F: 3 clusters Score -3703823 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -3705331.250000 Penalty: 3340.532715
	Iteration 11F: 3 clusters Score -3705331 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3706265.750000 Penalty: 3340.532715
	Iteration 12Q: 3 clusters Score -3706266 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -3706806.500000 Penalty: 3340.532715
	Iteration 13Q: 3 clusters Score -3706806 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3707075.250000 Penalty: 3340.532715
	Iteration 14Q: 3 clusters Score -3707075 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3707216.500000 Penalty: 3340.532715
	Iteration 15Q: 3 clusters Score -3707216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3707276.500000 Penalty: 3340.532715
	Iteration 16Q: 3 clusters Score -3707276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3707326.500000 Penalty: 3340.532715
	Iteration 17Q: 3 clusters Score -3707326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3707339.750000 Penalty: 3340.532715
	Iteration 18Q: 3 clusters Score -3707340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3707349.250000 Penalty: 3340.532715
	Iteration 19Q: 3 clusters Score -3707349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3707355.250000 Penalty: 3340.532715
	Iteration 20F: 3 clusters Score -3707355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -3707358.250000 Penalty: 3340.532715
	Iteration 21Q: 3 clusters Score -3707358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3707360.500000 Penalty: 3340.532715
	Iteration 22Q: 3 clusters Score -3707360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -3707366.000000 Penalty: 3340.532715
	Iteration 23Q: 3 clusters Score -3707366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -3707369.000000 Penalty: 3340.532715
	Iteration 24Q: 3 clusters Score -3707369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -3707368.750000 Penalty: 3340.532715
	Iteration 25Q: 3 clusters Score -3707369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3707369.000000 Penalty: 3340.532715
	Iteration 26Q: 3 clusters Score -3707369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3707369.000000 Penalty: 3340.532715
	Iteration 27F: 3 clusters Score -3707369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Entering Unmasked Estep 
Score: -1034669.437500 Penalty: 1463.098755
	Iteration 0F: 2 clusters Score -1034669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1028678.562500 Penalty: 2926.197510
	Iteration 0F: 3 clusters Score -1028679 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1030558.187500 Penalty: 2926.197510
	Iteration 1F: 3 clusters Score -1030558 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1030735.437500 Penalty: 2926.197510
	Iteration 2F: 3 clusters Score -1030735 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1030861.625000 Penalty: 2926.197510
	Iteration 3Q: 3 clusters Score -1030862 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1030956.687500 Penalty: 2926.197510
	Iteration 4Q: 3 clusters Score -1030957 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1031036.625000 Penalty: 2926.197510
	Iteration 5Q: 3 clusters Score -1031037 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1031109.375000 Penalty: 2926.197510
	Iteration 6Q: 3 clusters Score -1031109 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1031181.750000 Penalty: 2926.197510
	Iteration 7Q: 3 clusters Score -1031182 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1031251.750000 Penalty: 2926.197510
	Iteration 8Q: 3 clusters Score -1031252 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1031340.187500 Penalty: 2926.197510
	Iteration 9Q: 3 clusters Score -1031340 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1031435.000000 Penalty: 2926.197510
	Iteration 10Q: 3 clusters Score -1031435 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1031558.687500 Penalty: 2926.197510
	Iteration 11Q: 3 clusters Score -1031559 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1031731.437500 Penalty: 2926.197510
	Iteration 12Q: 3 clusters Score -1031731 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1031984.875000 Penalty: 2926.197510
	Iteration 13Q: 3 clusters Score -1031985 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1032283.875000 Penalty: 2926.197510
	Iteration 14Q: 3 clusters Score -1032284 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1032595.562500 Penalty: 2926.197510
	Iteration 15Q: 3 clusters Score -1032596 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1032858.562500 Penalty: 2926.197510
	Iteration 16Q: 3 clusters Score -1032859 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1033064.187500 Penalty: 2926.197510
	Iteration 17Q: 3 clusters Score -1033064 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1033197.187500 Penalty: 2926.197510
	Iteration 18Q: 3 clusters Score -1033197 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1033302.250000 Penalty: 2926.197510
	Iteration 19Q: 3 clusters Score -1033302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1033349.312500 Penalty: 2926.197510
	Iteration 20F: 3 clusters Score -1033349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1033380.937500 Penalty: 2926.197510
	Iteration 21Q: 3 clusters Score -1033381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1033411.500000 Penalty: 2926.197510
	Iteration 22Q: 3 clusters Score -1033412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1033427.812500 Penalty: 2926.197510
	Iteration 23Q: 3 clusters Score -1033428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1033431.687500 Penalty: 2926.197510
	Iteration 24Q: 3 clusters Score -1033432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1033435.187500 Penalty: 2926.197510
	Iteration 25Q: 3 clusters Score -1033435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1033435.000000 Penalty: 2926.197510
	Iteration 26Q: 3 clusters Score -1033435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1033435.000000 Penalty: 2926.197510
	Iteration 27F: 3 clusters Score -1033435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -445114.687500 Penalty: 1334.542358
	Iteration 0F: 2 clusters Score -445114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -441952.687500 Penalty: 2669.084717
	Iteration 0F: 3 clusters Score -441952.7 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -442761.187500 Penalty: 2669.084717
	Iteration 1F: 3 clusters Score -442761.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -442881.187500 Penalty: 2669.084717
	Iteration 2F: 3 clusters Score -442881.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -442953.625000 Penalty: 2669.084717
	Iteration 3Q: 3 clusters Score -442953.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -443012.906250 Penalty: 2669.084717
	Iteration 4Q: 3 clusters Score -443012.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -443048.250000 Penalty: 2669.084717
	Iteration 5Q: 3 clusters Score -443048.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -443074.468750 Penalty: 2669.084717
	Iteration 6Q: 3 clusters Score -443074.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -443095.906250 Penalty: 2669.084717
	Iteration 7Q: 3 clusters Score -443095.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -443114.781250 Penalty: 2669.084717
	Iteration 8Q: 3 clusters Score -443114.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -443136.312500 Penalty: 2669.084717
	Iteration 9Q: 3 clusters Score -443136.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -443164.000000 Penalty: 2669.084717
	Iteration 10Q: 3 clusters Score -443164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -443193.531250 Penalty: 2669.084717
	Iteration 11Q: 3 clusters Score -443193.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -443216.312500 Penalty: 2669.084717
	Iteration 12Q: 3 clusters Score -443216.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -443230.906250 Penalty: 2669.084717
	Iteration 13Q: 3 clusters Score -443230.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -443250.875000 Penalty: 2669.084717
	Iteration 14Q: 3 clusters Score -443250.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -443271.812500 Penalty: 2669.084717
	Iteration 15Q: 3 clusters Score -443271.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -443286.812500 Penalty: 2669.084717
	Iteration 16Q: 3 clusters Score -443286.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -443307.031250 Penalty: 2669.084717
	Iteration 17Q: 3 clusters Score -443307 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -443326.312500 Penalty: 2669.084717
	Iteration 18Q: 3 clusters Score -443326.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -443352.250000 Penalty: 2669.084717
	Iteration 19Q: 3 clusters Score -443352.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -443384.531250 Penalty: 2669.084717
	Iteration 20F: 3 clusters Score -443384.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -443422.187500 Penalty: 2669.084717
	Iteration 21Q: 3 clusters Score -443422.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -443472.906250 Penalty: 2669.084717
	Iteration 22Q: 3 clusters Score -443472.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -443519.250000 Penalty: 2669.084717
	Iteration 23Q: 3 clusters Score -443519.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -443563.375000 Penalty: 2669.084717
	Iteration 24Q: 3 clusters Score -443563.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -443599.281250 Penalty: 2669.084717
	Iteration 25Q: 3 clusters Score -443599.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -443636.937500 Penalty: 2669.084717
	Iteration 26Q: 3 clusters Score -443636.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -443676.562500 Penalty: 2669.084717
	Iteration 27Q: 3 clusters Score -443676.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -443700.843750 Penalty: 2669.084717
	Iteration 28Q: 3 clusters Score -443700.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -443722.937500 Penalty: 2669.084717
	Iteration 29Q: 3 clusters Score -443722.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -443741.218750 Penalty: 2669.084717
	Iteration 30Q: 3 clusters Score -443741.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -443756.312500 Penalty: 2669.084717
	Iteration 31Q: 3 clusters Score -443756.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -443770.500000 Penalty: 2669.084717
	Iteration 32Q: 3 clusters Score -443770.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -443783.875000 Penalty: 2669.084717
	Iteration 33Q: 3 clusters Score -443783.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -443797.500000 Penalty: 2669.084717
	Iteration 34Q: 3 clusters Score -443797.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -443811.531250 Penalty: 2669.084717
	Iteration 35Q: 3 clusters Score -443811.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -443834.312500 Penalty: 2669.084717
	Iteration 36Q: 3 clusters Score -443834.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -443855.250000 Penalty: 2669.084717
	Iteration 37Q: 3 clusters Score -443855.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -443869.375000 Penalty: 2669.084717
	Iteration 38Q: 3 clusters Score -443869.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -443879.843750 Penalty: 2669.084717
	Iteration 39Q: 3 clusters Score -443879.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -443887.406250 Penalty: 2669.084717
	Iteration 40F: 3 clusters Score -443887.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -443892.593750 Penalty: 2669.084717
	Iteration 41Q: 3 clusters Score -443892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -443895.625000 Penalty: 2669.084717
	Iteration 42Q: 3 clusters Score -443895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -443896.750000 Penalty: 2669.084717
	Iteration 43Q: 3 clusters Score -443896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -443897.343750 Penalty: 2669.084717
	Iteration 44Q: 3 clusters Score -443897.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -443897.781250 Penalty: 2669.084717
	Iteration 45Q: 3 clusters Score -443897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -443899.343750 Penalty: 2669.084717
	Iteration 46Q: 3 clusters Score -443899.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -443900.156250 Penalty: 2669.084717
	Iteration 47Q: 3 clusters Score -443900.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -443901.312500 Penalty: 2669.084717
	Iteration 48Q: 3 clusters Score -443901.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -443901.656250 Penalty: 2669.084717
	Iteration 49Q: 3 clusters Score -443901.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -443901.625000 Penalty: 2669.084717
	Iteration 50Q: 3 clusters Score -443901.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -443901.625000 Penalty: 2669.084717
	Iteration 51F: 3 clusters Score -443901.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Entering Unmasked Estep 
Score: -4026061.750000 Penalty: 1687.113159
	Iteration 0F: 2 clusters Score -4026062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4004306.750000 Penalty: 3374.226318
	Iteration 0F: 3 clusters Score -4004307 nChanged 14958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -4012596.000000 Penalty: 3374.226318
	Iteration 1F: 3 clusters Score -4012596 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -4012955.500000 Penalty: 3374.226318
	Iteration 2Q: 3 clusters Score -4012956 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -4013340.250000 Penalty: 3374.226318
	Iteration 3Q: 3 clusters Score -4013340 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4013740.750000 Penalty: 3374.226318
	Iteration 4Q: 3 clusters Score -4013741 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -4014200.750000 Penalty: 3374.226318
	Iteration 5Q: 3 clusters Score -4014201 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -4014709.750000 Penalty: 3374.226318
	Iteration 6Q: 3 clusters Score -4014710 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -4015384.000000 Penalty: 3374.226318
	Iteration 7Q: 3 clusters Score -4015384 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -4016277.000000 Penalty: 3374.226318
	Iteration 8Q: 3 clusters Score -4016277 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -4017402.750000 Penalty: 3374.226318
	Iteration 9F: 3 clusters Score -4017403 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -4018735.000000 Penalty: 3374.226318
	Iteration 10F: 3 clusters Score -4018735 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4020149.000000 Penalty: 3374.226318
	Iteration 11F: 3 clusters Score -4020149 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -4021546.500000 Penalty: 3374.226318
	Iteration 12F: 3 clusters Score -4021546 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -4022657.250000 Penalty: 3374.226318
	Iteration 13Q: 3 clusters Score -4022657 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -4023399.500000 Penalty: 3374.226318
	Iteration 14Q: 3 clusters Score -4023400 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -4023840.000000 Penalty: 3374.226318
	Iteration 15Q: 3 clusters Score -4023840 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -4024102.750000 Penalty: 3374.226318
	Iteration 16Q: 3 clusters Score -4024103 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -4024264.500000 Penalty: 3374.226318
	Iteration 17Q: 3 clusters Score -4024264 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -4024372.750000 Penalty: 3374.226318
	Iteration 18Q: 3 clusters Score -4024373 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4024437.500000 Penalty: 3374.226318
	Iteration 19Q: 3 clusters Score -4024438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -4024483.500000 Penalty: 3374.226318
	Iteration 20F: 3 clusters Score -4024484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4024516.500000 Penalty: 3374.226318
	Iteration 21Q: 3 clusters Score -4024516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -4024552.000000 Penalty: 3374.226318
	Iteration 22Q: 3 clusters Score -4024552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -4024581.000000 Penalty: 3374.226318
	Iteration 23Q: 3 clusters Score -4024581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -4024601.000000 Penalty: 3374.226318
	Iteration 24Q: 3 clusters Score -4024601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -4024614.000000 Penalty: 3374.226318
	Iteration 25Q: 3 clusters Score -4024614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -4024618.000000 Penalty: 3374.226318
	Iteration 26Q: 3 clusters Score -4024618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -4024627.500000 Penalty: 3374.226318
	Iteration 27Q: 3 clusters Score -4024628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -4024631.250000 Penalty: 3374.226318
	Iteration 28Q: 3 clusters Score -4024631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -4024631.250000 Penalty: 3374.226318
	Iteration 29Q: 3 clusters Score -4024631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -4024634.750000 Penalty: 3374.226318
	Iteration 30Q: 3 clusters Score -4024635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -4024639.500000 Penalty: 3374.226318
	Iteration 31Q: 3 clusters Score -4024640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -4024641.250000 Penalty: 3374.226318
	Iteration 32Q: 3 clusters Score -4024641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -4024641.250000 Penalty: 3374.226318
	Iteration 33F: 3 clusters Score -4024641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (73615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73615 members 
Entering Unmasked Estep 
Score: -9171429.000000 Penalty: 1821.073120
	Iteration 0F: 2 clusters Score -9171429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -9124599.000000 Penalty: 3642.146240
	Iteration 0F: 3 clusters Score -9124599 nChanged 34998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -9144929.000000 Penalty: 3642.146240
	Iteration 1F: 3 clusters Score -9144929 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -9145702.000000 Penalty: 3642.146240
	Iteration 2Q: 3 clusters Score -9145702 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -9146491.000000 Penalty: 3642.146240
	Iteration 3Q: 3 clusters Score -9146491 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -9147538.000000 Penalty: 3642.146240
	Iteration 4Q: 3 clusters Score -9147538 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -9148879.000000 Penalty: 3642.146240
	Iteration 5Q: 3 clusters Score -9148879 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -9150452.000000 Penalty: 3642.146240
	Iteration 6Q: 3 clusters Score -9150452 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -9152446.000000 Penalty: 3642.146240
	Iteration 7F: 3 clusters Score -9152446 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -9154901.000000 Penalty: 3642.146240
	Iteration 8F: 3 clusters Score -9154901 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -9157461.000000 Penalty: 3642.146240
	Iteration 9F: 3 clusters Score -9157461 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -9160148.000000 Penalty: 3642.146240
	Iteration 10F: 3 clusters Score -9160148 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -9162847.000000 Penalty: 3642.146240
	Iteration 11F: 3 clusters Score -9162847 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -9165074.000000 Penalty: 3642.146240
	Iteration 12Q: 3 clusters Score -9165074 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 67563 members 
Entering Unmasked Estep 
Score: -9166676.000000 Penalty: 3642.146240
	Iteration 13Q: 3 clusters Score -9166676 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -9167845.000000 Penalty: 3642.146240
	Iteration 14Q: 3 clusters Score -9167845 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -9168528.000000 Penalty: 3642.146240
	Iteration 15Q: 3 clusters Score -9168528 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -9169012.000000 Penalty: 3642.146240
	Iteration 16Q: 3 clusters Score -9169012 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 72046 members 
Entering Unmasked Estep 
Score: -9169343.000000 Penalty: 3642.146240
	Iteration 17Q: 3 clusters Score -9169343 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -9169584.000000 Penalty: 3642.146240
	Iteration 18Q: 3 clusters Score -9169584 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 72648 members 
Entering Unmasked Estep 
Score: -9169705.000000 Penalty: 3642.146240
	Iteration 19Q: 3 clusters Score -9169705 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 72803 members 
Entering Unmasked Estep 
Score: -9169812.000000 Penalty: 3642.146240
	Iteration 20F: 3 clusters Score -9169812 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 72920 members 
Entering Unmasked Estep 
Score: -9169860.000000 Penalty: 3642.146240
	Iteration 21Q: 3 clusters Score -9169860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 73003 members 
Entering Unmasked Estep 
Score: -9169907.000000 Penalty: 3642.146240
	Iteration 22Q: 3 clusters Score -9169907 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 73067 members 
Entering Unmasked Estep 
Score: -9169937.000000 Penalty: 3642.146240
	Iteration 23Q: 3 clusters Score -9169937 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -9169950.000000 Penalty: 3642.146240
	Iteration 24Q: 3 clusters Score -9169950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 73148 members 
Entering Unmasked Estep 
Score: -9169955.000000 Penalty: 3642.146240
	Iteration 25Q: 3 clusters Score -9169955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 73168 members 
Entering Unmasked Estep 
Score: -9169963.000000 Penalty: 3642.146240
	Iteration 26Q: 3 clusters Score -9169963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -9169969.000000 Penalty: 3642.146240
	Iteration 27Q: 3 clusters Score -9169969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -9169971.000000 Penalty: 3642.146240
	Iteration 28Q: 3 clusters Score -9169971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -9169977.000000 Penalty: 3642.146240
	Iteration 29Q: 3 clusters Score -9169977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 73202 members 
Entering Unmasked Estep 
Score: -9169984.000000 Penalty: 3642.146240
	Iteration 30Q: 3 clusters Score -9169984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -9169982.000000 Penalty: 3642.146240
	Iteration 31Q: 3 clusters Score -9169982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -9169984.000000 Penalty: 3642.146240
	Iteration 32Q: 3 clusters Score -9169984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 73210 members 
Entering Unmasked Estep 
Score: -9169990.000000 Penalty: 3642.146240
	Iteration 33Q: 3 clusters Score -9169990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 73216 members 
Entering Unmasked Estep 
Score: -9170002.000000 Penalty: 3642.146240
	Iteration 34Q: 3 clusters Score -9170002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
Score: -9170004.000000 Penalty: 3642.146240
	Iteration 35Q: 3 clusters Score -9170004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -9170005.000000 Penalty: 3642.146240
	Iteration 36Q: 3 clusters Score -9170005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
Score: -9170001.000000 Penalty: 3642.146240
	Iteration 37Q: 3 clusters Score -9170001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -9170007.000000 Penalty: 3642.146240
	Iteration 38Q: 3 clusters Score -9170007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 73227 members 
Entering Unmasked Estep 
Score: -9170009.000000 Penalty: 3642.146240
	Iteration 39Q: 3 clusters Score -9170009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -9170014.000000 Penalty: 3642.146240
	Iteration 40F: 3 clusters Score -9170014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -9170016.000000 Penalty: 3642.146240
	Iteration 41Q: 3 clusters Score -9170016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -9170023.000000 Penalty: 3642.146240
	Iteration 42Q: 3 clusters Score -9170023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -9170024.000000 Penalty: 3642.146240
	Iteration 43Q: 3 clusters Score -9170024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -9170025.000000 Penalty: 3642.146240
	Iteration 44Q: 3 clusters Score -9170025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -9170032.000000 Penalty: 3642.146240
	Iteration 45Q: 3 clusters Score -9170032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -9170030.000000 Penalty: 3642.146240
	Iteration 46Q: 3 clusters Score -9170030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 73236 members 
Entering Unmasked Estep 
Score: -9170029.000000 Penalty: 3642.146240
	Iteration 47Q: 3 clusters Score -9170029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 73236 members 
Entering Unmasked Estep 
Score: -9170029.000000 Penalty: 3642.146240
	Iteration 48F: 3 clusters Score -9170029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72273 members 
Entering Unmasked Estep 
Score: -8979423.000000 Penalty: 1818.083374
	Iteration 0F: 2 clusters Score -8979423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -8933366.000000 Penalty: 3636.166748
	Iteration 0F: 3 clusters Score -8933366 nChanged 34283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -8953065.000000 Penalty: 3636.166748
	Iteration 1F: 3 clusters Score -8953065 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -8953743.000000 Penalty: 3636.166748
	Iteration 2Q: 3 clusters Score -8953743 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -8954544.000000 Penalty: 3636.166748
	Iteration 3Q: 3 clusters Score -8954544 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -8955552.000000 Penalty: 3636.166748
	Iteration 4Q: 3 clusters Score -8955552 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -8956919.000000 Penalty: 3636.166748
	Iteration 5Q: 3 clusters Score -8956919 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -8958816.000000 Penalty: 3636.166748
	Iteration 6Q: 3 clusters Score -8958816 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -8961135.000000 Penalty: 3636.166748
	Iteration 7F: 3 clusters Score -8961135 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -8963897.000000 Penalty: 3636.166748
	Iteration 8F: 3 clusters Score -8963897 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -8966662.000000 Penalty: 3636.166748
	Iteration 9F: 3 clusters Score -8966662 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -8968843.000000 Penalty: 3636.166748
	Iteration 10Q: 3 clusters Score -8968843 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -8970339.000000 Penalty: 3636.166748
	Iteration 11Q: 3 clusters Score -8970339 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -8971310.000000 Penalty: 3636.166748
	Iteration 12Q: 3 clusters Score -8971310 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -8971837.000000 Penalty: 3636.166748
	Iteration 13Q: 3 clusters Score -8971837 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -8972378.000000 Penalty: 3636.166748
	Iteration 14Q: 3 clusters Score -8972378 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -8972842.000000 Penalty: 3636.166748
	Iteration 15Q: 3 clusters Score -8972842 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -8973226.000000 Penalty: 3636.166748
	Iteration 16Q: 3 clusters Score -8973226 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -8973643.000000 Penalty: 3636.166748
	Iteration 17Q: 3 clusters Score -8973643 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -8974116.000000 Penalty: 3636.166748
	Iteration 18Q: 3 clusters Score -8974116 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -8974486.000000 Penalty: 3636.166748
	Iteration 19Q: 3 clusters Score -8974486 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66108 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -8974918.000000 Penalty: 3636.166748
	Iteration 20F: 3 clusters Score -8974918 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66880 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -8975252.000000 Penalty: 3636.166748
	Iteration 21Q: 3 clusters Score -8975252 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -8975598.000000 Penalty: 3636.166748
	Iteration 22Q: 3 clusters Score -8975598 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -8975911.000000 Penalty: 3636.166748
	Iteration 23Q: 3 clusters Score -8975911 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8976309.000000 Penalty: 3636.166748
	Iteration 24Q: 3 clusters Score -8976309 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69383 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -8976687.000000 Penalty: 3636.166748
	Iteration 25Q: 3 clusters Score -8976687 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -8977002.000000 Penalty: 3636.166748
	Iteration 26Q: 3 clusters Score -8977002 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8977263.000000 Penalty: 3636.166748
	Iteration 27Q: 3 clusters Score -8977263 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -8977496.000000 Penalty: 3636.166748
	Iteration 28Q: 3 clusters Score -8977496 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8977684.000000 Penalty: 3636.166748
	Iteration 29Q: 3 clusters Score -8977684 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70810 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8977794.000000 Penalty: 3636.166748
	Iteration 30Q: 3 clusters Score -8977794 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8977865.000000 Penalty: 3636.166748
	Iteration 31Q: 3 clusters Score -8977865 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70994 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8977911.000000 Penalty: 3636.166748
	Iteration 32Q: 3 clusters Score -8977911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8977964.000000 Penalty: 3636.166748
	Iteration 33Q: 3 clusters Score -8977964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8977998.000000 Penalty: 3636.166748
	Iteration 34Q: 3 clusters Score -8977998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8978026.000000 Penalty: 3636.166748
	Iteration 35Q: 3 clusters Score -8978026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8978038.000000 Penalty: 3636.166748
	Iteration 36Q: 3 clusters Score -8978038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8978076.000000 Penalty: 3636.166748
	Iteration 37Q: 3 clusters Score -8978076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71211 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8978106.000000 Penalty: 3636.166748
	Iteration 38Q: 3 clusters Score -8978106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8978134.000000 Penalty: 3636.166748
	Iteration 39Q: 3 clusters Score -8978134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8978142.000000 Penalty: 3636.166748
	Iteration 40F: 3 clusters Score -8978142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71270 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8978147.000000 Penalty: 3636.166748
	Iteration 41Q: 3 clusters Score -8978147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8978165.000000 Penalty: 3636.166748
	Iteration 42Q: 3 clusters Score -8978165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8978167.000000 Penalty: 3636.166748
	Iteration 43Q: 3 clusters Score -8978167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71290 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8978170.000000 Penalty: 3636.166748
	Iteration 44Q: 3 clusters Score -8978170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8978170.000000 Penalty: 3636.166748
	Iteration 45Q: 3 clusters Score -8978170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8978166.000000 Penalty: 3636.166748
	Iteration 46Q: 3 clusters Score -8978166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8978176.000000 Penalty: 3636.166748
	Iteration 47Q: 3 clusters Score -8978176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71301 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8978173.000000 Penalty: 3636.166748
	Iteration 48Q: 3 clusters Score -8978173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8978177.000000 Penalty: 3636.166748
	Iteration 49Q: 3 clusters Score -8978177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8978180.000000 Penalty: 3636.166748
	Iteration 50Q: 3 clusters Score -8978180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8978182.000000 Penalty: 3636.166748
	Iteration 51Q: 3 clusters Score -8978182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8978191.000000 Penalty: 3636.166748
	Iteration 52Q: 3 clusters Score -8978191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8978192.000000 Penalty: 3636.166748
	Iteration 53Q: 3 clusters Score -8978192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8978194.000000 Penalty: 3636.166748
	Iteration 54Q: 3 clusters Score -8978194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8978195.000000 Penalty: 3636.166748
	Iteration 55Q: 3 clusters Score -8978195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8978195.000000 Penalty: 3636.166748
	Iteration 56Q: 3 clusters Score -8978195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8978194.000000 Penalty: 3636.166748
	Iteration 57Q: 3 clusters Score -8978194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8978196.000000 Penalty: 3636.166748
	Iteration 58Q: 3 clusters Score -8978196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8978200.000000 Penalty: 3636.166748
	Iteration 59Q: 3 clusters Score -8978200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8978203.000000 Penalty: 3636.166748
	Iteration 60F: 3 clusters Score -8978203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8978206.000000 Penalty: 3636.166748
	Iteration 61Q: 3 clusters Score -8978206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8978207.000000 Penalty: 3636.166748
	Iteration 62Q: 3 clusters Score -8978207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8978217.000000 Penalty: 3636.166748
	Iteration 63Q: 3 clusters Score -8978217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8978217.000000 Penalty: 3636.166748
	Iteration 64F: 3 clusters Score -8978217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Entering Unmasked Estep 
Score: -753517.312500 Penalty: 1412.119995
	Iteration 0F: 2 clusters Score -753517.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -748929.187500 Penalty: 2824.239990
	Iteration 0F: 3 clusters Score -748929.2 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -750147.125000 Penalty: 2824.239990
	Iteration 1F: 3 clusters Score -750147.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -750310.875000 Penalty: 2824.239990
	Iteration 2F: 3 clusters Score -750310.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -750434.375000 Penalty: 2824.239990
	Iteration 3Q: 3 clusters Score -750434.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -750544.875000 Penalty: 2824.239990
	Iteration 4Q: 3 clusters Score -750544.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -750653.375000 Penalty: 2824.239990
	Iteration 5Q: 3 clusters Score -750653.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -750797.562500 Penalty: 2824.239990
	Iteration 6Q: 3 clusters Score -750797.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -750972.562500 Penalty: 2824.239990
	Iteration 7Q: 3 clusters Score -750972.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -751183.625000 Penalty: 2824.239990
	Iteration 8Q: 3 clusters Score -751183.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -751426.000000 Penalty: 2824.239990
	Iteration 9F: 3 clusters Score -751426 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -751659.375000 Penalty: 2824.239990
	Iteration 10Q: 3 clusters Score -751659.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -751884.250000 Penalty: 2824.239990
	Iteration 11Q: 3 clusters Score -751884.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -752034.062500 Penalty: 2824.239990
	Iteration 12Q: 3 clusters Score -752034.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -752132.750000 Penalty: 2824.239990
	Iteration 13Q: 3 clusters Score -752132.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -752199.187500 Penalty: 2824.239990
	Iteration 14Q: 3 clusters Score -752199.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -752243.875000 Penalty: 2824.239990
	Iteration 15Q: 3 clusters Score -752243.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -752269.562500 Penalty: 2824.239990
	Iteration 16Q: 3 clusters Score -752269.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -752283.437500 Penalty: 2824.239990
	Iteration 17Q: 3 clusters Score -752283.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -752303.625000 Penalty: 2824.239990
	Iteration 18Q: 3 clusters Score -752303.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -752315.750000 Penalty: 2824.239990
	Iteration 19Q: 3 clusters Score -752315.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -752324.937500 Penalty: 2824.239990
	Iteration 20F: 3 clusters Score -752324.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -752332.500000 Penalty: 2824.239990
	Iteration 21Q: 3 clusters Score -752332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -752340.562500 Penalty: 2824.239990
	Iteration 22Q: 3 clusters Score -752340.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -752347.187500 Penalty: 2824.239990
	Iteration 23Q: 3 clusters Score -752347.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -752347.062500 Penalty: 2824.239990
	Iteration 24Q: 3 clusters Score -752347.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -752347.062500 Penalty: 2824.239990
	Iteration 25F: 3 clusters Score -752347.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Entering Unmasked Estep 
Score: -408727.000000 Penalty: 1318.577759
	Iteration 0F: 2 clusters Score -408727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -405838.375000 Penalty: 2637.155518
	Iteration 0F: 3 clusters Score -405838.4 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -406596.500000 Penalty: 2637.155518
	Iteration 1F: 3 clusters Score -406596.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -406879.500000 Penalty: 2637.155518
	Iteration 2F: 3 clusters Score -406879.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -407119.531250 Penalty: 2637.155518
	Iteration 3F: 3 clusters Score -407119.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -407356.968750 Penalty: 2637.155518
	Iteration 4F: 3 clusters Score -407357 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -407559.906250 Penalty: 2637.155518
	Iteration 5F: 3 clusters Score -407559.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -407707.625000 Penalty: 2637.155518
	Iteration 6Q: 3 clusters Score -407707.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -407801.718750 Penalty: 2637.155518
	Iteration 7Q: 3 clusters Score -407801.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -407881.375000 Penalty: 2637.155518
	Iteration 8Q: 3 clusters Score -407881.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -407958.968750 Penalty: 2637.155518
	Iteration 9Q: 3 clusters Score -407959 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -408024.437500 Penalty: 2637.155518
	Iteration 10Q: 3 clusters Score -408024.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -408074.718750 Penalty: 2637.155518
	Iteration 11Q: 3 clusters Score -408074.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -408105.718750 Penalty: 2637.155518
	Iteration 12Q: 3 clusters Score -408105.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -408118.750000 Penalty: 2637.155518
	Iteration 13Q: 3 clusters Score -408118.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -408128.625000 Penalty: 2637.155518
	Iteration 14Q: 3 clusters Score -408128.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -408131.906250 Penalty: 2637.155518
	Iteration 15Q: 3 clusters Score -408131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -408134.906250 Penalty: 2637.155518
	Iteration 16Q: 3 clusters Score -408134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -408137.843750 Penalty: 2637.155518
	Iteration 17Q: 3 clusters Score -408137.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -408139.843750 Penalty: 2637.155518
	Iteration 18Q: 3 clusters Score -408139.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -408141.093750 Penalty: 2637.155518
	Iteration 19Q: 3 clusters Score -408141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -408143.406250 Penalty: 2637.155518
	Iteration 20F: 3 clusters Score -408143.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -408147.156250 Penalty: 2637.155518
	Iteration 21Q: 3 clusters Score -408147.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -408148.343750 Penalty: 2637.155518
	Iteration 22Q: 3 clusters Score -408148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -408149.781250 Penalty: 2637.155518
	Iteration 23Q: 3 clusters Score -408149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -408150.562500 Penalty: 2637.155518
	Iteration 24Q: 3 clusters Score -408150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -408151.312500 Penalty: 2637.155518
	Iteration 25Q: 3 clusters Score -408151.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -408151.312500 Penalty: 2637.155518
	Iteration 26F: 3 clusters Score -408151.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -444224.093750 Penalty: 1338.203125
	Iteration 0F: 2 clusters Score -444224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -441003.937500 Penalty: 2676.406250
	Iteration 0F: 3 clusters Score -441003.9 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -441782.312500 Penalty: 2676.406250
	Iteration 1F: 3 clusters Score -441782.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -441940.718750 Penalty: 2676.406250
	Iteration 2F: 3 clusters Score -441940.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -442033.968750 Penalty: 2676.406250
	Iteration 3F: 3 clusters Score -442034 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -442109.468750 Penalty: 2676.406250
	Iteration 4Q: 3 clusters Score -442109.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -442163.781250 Penalty: 2676.406250
	Iteration 5Q: 3 clusters Score -442163.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -442216.625000 Penalty: 2676.406250
	Iteration 6Q: 3 clusters Score -442216.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -442258.312500 Penalty: 2676.406250
	Iteration 7Q: 3 clusters Score -442258.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -442301.718750 Penalty: 2676.406250
	Iteration 8Q: 3 clusters Score -442301.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -442345.781250 Penalty: 2676.406250
	Iteration 9Q: 3 clusters Score -442345.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -442385.687500 Penalty: 2676.406250
	Iteration 10Q: 3 clusters Score -442385.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -442417.500000 Penalty: 2676.406250
	Iteration 11Q: 3 clusters Score -442417.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -442462.875000 Penalty: 2676.406250
	Iteration 12Q: 3 clusters Score -442462.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -442522.437500 Penalty: 2676.406250
	Iteration 13Q: 3 clusters Score -442522.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -442585.500000 Penalty: 2676.406250
	Iteration 14Q: 3 clusters Score -442585.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -442639.406250 Penalty: 2676.406250
	Iteration 15Q: 3 clusters Score -442639.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -442698.281250 Penalty: 2676.406250
	Iteration 16Q: 3 clusters Score -442698.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -442760.750000 Penalty: 2676.406250
	Iteration 17Q: 3 clusters Score -442760.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -442814.375000 Penalty: 2676.406250
	Iteration 18Q: 3 clusters Score -442814.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -442850.750000 Penalty: 2676.406250
	Iteration 19Q: 3 clusters Score -442850.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -442883.875000 Penalty: 2676.406250
	Iteration 20F: 3 clusters Score -442883.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -442905.062500 Penalty: 2676.406250
	Iteration 21Q: 3 clusters Score -442905.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -442923.843750 Penalty: 2676.406250
	Iteration 22Q: 3 clusters Score -442923.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -442942.500000 Penalty: 2676.406250
	Iteration 23Q: 3 clusters Score -442942.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -442954.781250 Penalty: 2676.406250
	Iteration 24Q: 3 clusters Score -442954.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -442966.000000 Penalty: 2676.406250
	Iteration 25Q: 3 clusters Score -442966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -442970.750000 Penalty: 2676.406250
	Iteration 26Q: 3 clusters Score -442970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -442973.125000 Penalty: 2676.406250
	Iteration 27Q: 3 clusters Score -442973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -442976.218750 Penalty: 2676.406250
	Iteration 28Q: 3 clusters Score -442976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -442977.343750 Penalty: 2676.406250
	Iteration 29Q: 3 clusters Score -442977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -442979.468750 Penalty: 2676.406250
	Iteration 30Q: 3 clusters Score -442979.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -442980.125000 Penalty: 2676.406250
	Iteration 31Q: 3 clusters Score -442980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -442981.500000 Penalty: 2676.406250
	Iteration 32Q: 3 clusters Score -442981.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -442981.500000 Penalty: 2676.406250
	Iteration 33F: 3 clusters Score -442981.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -285284.375000 Penalty: 1272.637817
	Iteration 0F: 2 clusters Score -285284.4 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 1217 members 
Entering Unmasked Estep 
Score: -282881.093750 Penalty: 2545.275635
	Iteration 0F: 3 clusters Score -282881.1 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -283503.406250 Penalty: 2545.275635
	Iteration 1F: 3 clusters Score -283503.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -283683.406250 Penalty: 2545.275635
	Iteration 2F: 3 clusters Score -283683.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -283784.812500 Penalty: 2545.275635
	Iteration 3F: 3 clusters Score -283784.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -283856.437500 Penalty: 2545.275635
	Iteration 4Q: 3 clusters Score -283856.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -283897.937500 Penalty: 2545.275635
	Iteration 5Q: 3 clusters Score -283897.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -283935.531250 Penalty: 2545.275635
	Iteration 6Q: 3 clusters Score -283935.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -283969.031250 Penalty: 2545.275635
	Iteration 7Q: 3 clusters Score -283969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -283998.843750 Penalty: 2545.275635
	Iteration 8Q: 3 clusters Score -283998.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -284024.500000 Penalty: 2545.275635
	Iteration 9Q: 3 clusters Score -284024.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -284053.562500 Penalty: 2545.275635
	Iteration 10Q: 3 clusters Score -284053.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -284086.718750 Penalty: 2545.275635
	Iteration 11Q: 3 clusters Score -284086.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -284129.250000 Penalty: 2545.275635
	Iteration 12Q: 3 clusters Score -284129.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -284165.687500 Penalty: 2545.275635
	Iteration 13Q: 3 clusters Score -284165.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -284217.718750 Penalty: 2545.275635
	Iteration 14Q: 3 clusters Score -284217.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -284266.281250 Penalty: 2545.275635
	Iteration 15Q: 3 clusters Score -284266.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -284315.281250 Penalty: 2545.275635
	Iteration 16Q: 3 clusters Score -284315.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -284350.531250 Penalty: 2545.275635
	Iteration 17Q: 3 clusters Score -284350.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -284391.312500 Penalty: 2545.275635
	Iteration 18Q: 3 clusters Score -284391.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -284427.125000 Penalty: 2545.275635
	Iteration 19Q: 3 clusters Score -284427.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -284453.906250 Penalty: 2545.275635
	Iteration 20F: 3 clusters Score -284453.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -284473.031250 Penalty: 2545.275635
	Iteration 21Q: 3 clusters Score -284473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -284491.625000 Penalty: 2545.275635
	Iteration 22Q: 3 clusters Score -284491.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -284504.343750 Penalty: 2545.275635
	Iteration 23Q: 3 clusters Score -284504.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -284511.625000 Penalty: 2545.275635
	Iteration 24Q: 3 clusters Score -284511.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -284525.093750 Penalty: 2545.275635
	Iteration 25Q: 3 clusters Score -284525.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -284540.968750 Penalty: 2545.275635
	Iteration 26Q: 3 clusters Score -284541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -284550.218750 Penalty: 2545.275635
	Iteration 27Q: 3 clusters Score -284550.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -284558.906250 Penalty: 2545.275635
	Iteration 28Q: 3 clusters Score -284558.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -284568.593750 Penalty: 2545.275635
	Iteration 29Q: 3 clusters Score -284568.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -284578.250000 Penalty: 2545.275635
	Iteration 30Q: 3 clusters Score -284578.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -284591.906250 Penalty: 2545.275635
	Iteration 31Q: 3 clusters Score -284591.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -284601.468750 Penalty: 2545.275635
	Iteration 32Q: 3 clusters Score -284601.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -284611.062500 Penalty: 2545.275635
	Iteration 33Q: 3 clusters Score -284611.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -284617.281250 Penalty: 2545.275635
	Iteration 34Q: 3 clusters Score -284617.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -284621.562500 Penalty: 2545.275635
	Iteration 35Q: 3 clusters Score -284621.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -284623.468750 Penalty: 2545.275635
	Iteration 36Q: 3 clusters Score -284623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -284626.750000 Penalty: 2545.275635
	Iteration 37Q: 3 clusters Score -284626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -284630.718750 Penalty: 2545.275635
	Iteration 38Q: 3 clusters Score -284630.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -284632.531250 Penalty: 2545.275635
	Iteration 39Q: 3 clusters Score -284632.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -284634.468750 Penalty: 2545.275635
	Iteration 40F: 3 clusters Score -284634.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -284637.500000 Penalty: 2545.275635
	Iteration 41Q: 3 clusters Score -284637.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -284639.625000 Penalty: 2545.275635
	Iteration 42Q: 3 clusters Score -284639.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -284645.625000 Penalty: 2545.275635
	Iteration 43Q: 3 clusters Score -284645.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -284651.843750 Penalty: 2545.275635
	Iteration 44Q: 3 clusters Score -284651.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -284659.718750 Penalty: 2545.275635
	Iteration 45Q: 3 clusters Score -284659.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -284665.656250 Penalty: 2545.275635
	Iteration 46Q: 3 clusters Score -284665.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -284674.531250 Penalty: 2545.275635
	Iteration 47Q: 3 clusters Score -284674.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -284683.125000 Penalty: 2545.275635
	Iteration 48Q: 3 clusters Score -284683.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -284689.906250 Penalty: 2545.275635
	Iteration 49Q: 3 clusters Score -284689.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -284694.062500 Penalty: 2545.275635
	Iteration 50Q: 3 clusters Score -284694.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -284701.562500 Penalty: 2545.275635
	Iteration 51Q: 3 clusters Score -284701.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -284705.718750 Penalty: 2545.275635
	Iteration 52Q: 3 clusters Score -284705.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -284708.500000 Penalty: 2545.275635
	Iteration 53Q: 3 clusters Score -284708.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -284712.031250 Penalty: 2545.275635
	Iteration 54Q: 3 clusters Score -284712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -284716.031250 Penalty: 2545.275635
	Iteration 55Q: 3 clusters Score -284716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -284719.593750 Penalty: 2545.275635
	Iteration 56Q: 3 clusters Score -284719.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -284722.000000 Penalty: 2545.275635
	Iteration 57Q: 3 clusters Score -284722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -284726.312500 Penalty: 2545.275635
	Iteration 58Q: 3 clusters Score -284726.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -284728.906250 Penalty: 2545.275635
	Iteration 59Q: 3 clusters Score -284728.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -284733.968750 Penalty: 2545.275635
	Iteration 60F: 3 clusters Score -284734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -284736.875000 Penalty: 2545.275635
	Iteration 61Q: 3 clusters Score -284736.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -284742.625000 Penalty: 2545.275635
	Iteration 62Q: 3 clusters Score -284742.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -284751.656250 Penalty: 2545.275635
	Iteration 63Q: 3 clusters Score -284751.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -284760.687500 Penalty: 2545.275635
	Iteration 64Q: 3 clusters Score -284760.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -284768.968750 Penalty: 2545.275635
	Iteration 65Q: 3 clusters Score -284769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -284774.437500 Penalty: 2545.275635
	Iteration 66Q: 3 clusters Score -284774.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -284780.750000 Penalty: 2545.275635
	Iteration 67Q: 3 clusters Score -284780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -284787.093750 Penalty: 2545.275635
	Iteration 68Q: 3 clusters Score -284787.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -284793.375000 Penalty: 2545.275635
	Iteration 69Q: 3 clusters Score -284793.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -284800.218750 Penalty: 2545.275635
	Iteration 70Q: 3 clusters Score -284800.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -284804.718750 Penalty: 2545.275635
	Iteration 71Q: 3 clusters Score -284804.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -284807.375000 Penalty: 2545.275635
	Iteration 72Q: 3 clusters Score -284807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -284809.593750 Penalty: 2545.275635
	Iteration 73Q: 3 clusters Score -284809.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -284809.593750 Penalty: 2545.275635
	Iteration 74F: 3 clusters Score -284809.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -39686.492188 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -39686.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38730.210938 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -38730.21 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38891.472656 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -38891.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38934.996094 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -38935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38959.351562 Penalty: 1949.654419
	Iteration 3Q: 3 clusters Score -38959.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38967.140625 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -38967.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38974.277344 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -38974.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38980.804688 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -38980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38993.148438 Penalty: 1949.654419
	Iteration 7Q: 3 clusters Score -38993.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39007.921875 Penalty: 1949.654419
	Iteration 8Q: 3 clusters Score -39007.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39022.769531 Penalty: 1949.654419
	Iteration 9Q: 3 clusters Score -39022.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39058.117188 Penalty: 1949.654419
	Iteration 10Q: 3 clusters Score -39058.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39080.355469 Penalty: 1949.654419
	Iteration 11Q: 3 clusters Score -39080.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39101.085938 Penalty: 1949.654419
	Iteration 12Q: 3 clusters Score -39101.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39113.980469 Penalty: 1949.654419
	Iteration 13Q: 3 clusters Score -39113.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39137.910156 Penalty: 1949.654419
	Iteration 14Q: 3 clusters Score -39137.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39146.121094 Penalty: 1949.654419
	Iteration 15Q: 3 clusters Score -39146.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39147.871094 Penalty: 1949.654419
	Iteration 16Q: 3 clusters Score -39147.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39150.882812 Penalty: 1949.654419
	Iteration 17Q: 3 clusters Score -39150.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39154.105469 Penalty: 1949.654419
	Iteration 18Q: 3 clusters Score -39154.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39161.421875 Penalty: 1949.654419
	Iteration 19Q: 3 clusters Score -39161.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39168.312500 Penalty: 1949.654419
	Iteration 20F: 3 clusters Score -39168.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39173.343750 Penalty: 1949.654419
	Iteration 21Q: 3 clusters Score -39173.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39196.390625 Penalty: 1949.654419
	Iteration 22Q: 3 clusters Score -39196.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39203.039062 Penalty: 1949.654419
	Iteration 23Q: 3 clusters Score -39203.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39210.781250 Penalty: 1949.654419
	Iteration 24Q: 3 clusters Score -39210.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39211.949219 Penalty: 1949.654419
	Iteration 25Q: 3 clusters Score -39211.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39211.949219 Penalty: 1949.654419
	Iteration 26F: 3 clusters Score -39211.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Entering Unmasked Estep 
Score: -505097.281250 Penalty: 1350.801758
	Iteration 0F: 2 clusters Score -505097.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -501730.968750 Penalty: 2701.603516
	Iteration 0F: 3 clusters Score -501731 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -502673.312500 Penalty: 2701.603516
	Iteration 1F: 3 clusters Score -502673.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -502868.093750 Penalty: 2701.603516
	Iteration 2F: 3 clusters Score -502868.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -503022.875000 Penalty: 2701.603516
	Iteration 3F: 3 clusters Score -503022.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -503160.687500 Penalty: 2701.603516
	Iteration 4F: 3 clusters Score -503160.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -503284.812500 Penalty: 2701.603516
	Iteration 5Q: 3 clusters Score -503284.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -503371.031250 Penalty: 2701.603516
	Iteration 6Q: 3 clusters Score -503371 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -503444.000000 Penalty: 2701.603516
	Iteration 7Q: 3 clusters Score -503444 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -503510.468750 Penalty: 2701.603516
	Iteration 8Q: 3 clusters Score -503510.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -503577.406250 Penalty: 2701.603516
	Iteration 9Q: 3 clusters Score -503577.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -503630.781250 Penalty: 2701.603516
	Iteration 10Q: 3 clusters Score -503630.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -503681.000000 Penalty: 2701.603516
	Iteration 11Q: 3 clusters Score -503681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -503733.468750 Penalty: 2701.603516
	Iteration 12Q: 3 clusters Score -503733.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -503775.531250 Penalty: 2701.603516
	Iteration 13Q: 3 clusters Score -503775.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -503809.375000 Penalty: 2701.603516
	Iteration 14Q: 3 clusters Score -503809.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -503843.156250 Penalty: 2701.603516
	Iteration 15Q: 3 clusters Score -503843.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -503868.468750 Penalty: 2701.603516
	Iteration 16Q: 3 clusters Score -503868.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -503890.093750 Penalty: 2701.603516
	Iteration 17Q: 3 clusters Score -503890.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -503913.218750 Penalty: 2701.603516
	Iteration 18Q: 3 clusters Score -503913.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -503928.406250 Penalty: 2701.603516
	Iteration 19Q: 3 clusters Score -503928.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -503941.281250 Penalty: 2701.603516
	Iteration 20F: 3 clusters Score -503941.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -503951.187500 Penalty: 2701.603516
	Iteration 21Q: 3 clusters Score -503951.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -503958.843750 Penalty: 2701.603516
	Iteration 22Q: 3 clusters Score -503958.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -503961.468750 Penalty: 2701.603516
	Iteration 23Q: 3 clusters Score -503961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -503963.750000 Penalty: 2701.603516
	Iteration 24Q: 3 clusters Score -503963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -503966.531250 Penalty: 2701.603516
	Iteration 25Q: 3 clusters Score -503966.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -503966.531250 Penalty: 2701.603516
	Iteration 26Q: 3 clusters Score -503966.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -503967.187500 Penalty: 2701.603516
	Iteration 27Q: 3 clusters Score -503967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -503968.312500 Penalty: 2701.603516
	Iteration 28Q: 3 clusters Score -503968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -503970.000000 Penalty: 2701.603516
	Iteration 29Q: 3 clusters Score -503970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -503971.187500 Penalty: 2701.603516
	Iteration 30Q: 3 clusters Score -503971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -503972.281250 Penalty: 2701.603516
	Iteration 31Q: 3 clusters Score -503972.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -503974.625000 Penalty: 2701.603516
	Iteration 32Q: 3 clusters Score -503974.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -503976.937500 Penalty: 2701.603516
	Iteration 33Q: 3 clusters Score -503976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -503977.937500 Penalty: 2701.603516
	Iteration 34Q: 3 clusters Score -503977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -503977.875000 Penalty: 2701.603516
	Iteration 35Q: 3 clusters Score -503977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -503977.875000 Penalty: 2701.603516
	Iteration 36F: 3 clusters Score -503977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Entering Unmasked Estep 
Score: -2470361.250000 Penalty: 1608.208008
	Iteration 0F: 2 clusters Score -2470361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2456862.250000 Penalty: 3216.416016
	Iteration 0F: 3 clusters Score -2456862 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2461814.250000 Penalty: 3216.416016
	Iteration 1F: 3 clusters Score -2461814 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2462116.750000 Penalty: 3216.416016
	Iteration 2Q: 3 clusters Score -2462117 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2462379.000000 Penalty: 3216.416016
	Iteration 3Q: 3 clusters Score -2462379 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2462653.000000 Penalty: 3216.416016
	Iteration 4Q: 3 clusters Score -2462653 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2462921.000000 Penalty: 3216.416016
	Iteration 5Q: 3 clusters Score -2462921 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2463227.250000 Penalty: 3216.416016
	Iteration 6Q: 3 clusters Score -2463227 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2463599.500000 Penalty: 3216.416016
	Iteration 7Q: 3 clusters Score -2463600 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2464140.500000 Penalty: 3216.416016
	Iteration 8Q: 3 clusters Score -2464140 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2464835.250000 Penalty: 3216.416016
	Iteration 9F: 3 clusters Score -2464835 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2465763.500000 Penalty: 3216.416016
	Iteration 10F: 3 clusters Score -2465764 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2466682.500000 Penalty: 3216.416016
	Iteration 11F: 3 clusters Score -2466682 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2467476.500000 Penalty: 3216.416016
	Iteration 12Q: 3 clusters Score -2467476 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2468090.750000 Penalty: 3216.416016
	Iteration 13Q: 3 clusters Score -2468091 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2468478.500000 Penalty: 3216.416016
	Iteration 14Q: 3 clusters Score -2468478 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2468716.750000 Penalty: 3216.416016
	Iteration 15Q: 3 clusters Score -2468717 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2468831.250000 Penalty: 3216.416016
	Iteration 16Q: 3 clusters Score -2468831 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2468892.750000 Penalty: 3216.416016
	Iteration 17Q: 3 clusters Score -2468893 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2468931.750000 Penalty: 3216.416016
	Iteration 18Q: 3 clusters Score -2468932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2468965.750000 Penalty: 3216.416016
	Iteration 19Q: 3 clusters Score -2468966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2468990.250000 Penalty: 3216.416016
	Iteration 20F: 3 clusters Score -2468990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2469002.000000 Penalty: 3216.416016
	Iteration 21Q: 3 clusters Score -2469002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2469009.250000 Penalty: 3216.416016
	Iteration 22Q: 3 clusters Score -2469009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2469016.500000 Penalty: 3216.416016
	Iteration 23Q: 3 clusters Score -2469016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2469020.750000 Penalty: 3216.416016
	Iteration 24Q: 3 clusters Score -2469021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2469025.000000 Penalty: 3216.416016
	Iteration 25Q: 3 clusters Score -2469025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2469030.250000 Penalty: 3216.416016
	Iteration 26Q: 3 clusters Score -2469030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2469032.750000 Penalty: 3216.416016
	Iteration 27Q: 3 clusters Score -2469033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2469034.750000 Penalty: 3216.416016
	Iteration 28Q: 3 clusters Score -2469035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2469036.250000 Penalty: 3216.416016
	Iteration 29Q: 3 clusters Score -2469036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2469045.750000 Penalty: 3216.416016
	Iteration 30Q: 3 clusters Score -2469046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2469047.500000 Penalty: 3216.416016
	Iteration 31Q: 3 clusters Score -2469048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2469049.500000 Penalty: 3216.416016
	Iteration 32Q: 3 clusters Score -2469050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2469055.250000 Penalty: 3216.416016
	Iteration 33Q: 3 clusters Score -2469055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2469056.000000 Penalty: 3216.416016
	Iteration 34Q: 3 clusters Score -2469056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2469058.250000 Penalty: 3216.416016
	Iteration 35Q: 3 clusters Score -2469058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2469058.500000 Penalty: 3216.416016
	Iteration 36Q: 3 clusters Score -2469058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2469058.500000 Penalty: 3216.416016
	Iteration 37F: 3 clusters Score -2469058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -13977.238281 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -13977.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13452.180664 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -13452.18 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -13663.810547 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -13663.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -13748.807617 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -13748.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -13802.127930 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -13802.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -13802.127930 Penalty: 1676.692993
	Iteration 4F: 3 clusters Score -13802.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Entering Unmasked Estep 
Score: -5679866.500000 Penalty: 1740.941162
	Iteration 0F: 2 clusters Score -5679866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -5649890.000000 Penalty: 3481.882324
	Iteration 0F: 3 clusters Score -5649890 nChanged 21017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -5661707.000000 Penalty: 3481.882324
	Iteration 1F: 3 clusters Score -5661707 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -5662205.000000 Penalty: 3481.882324
	Iteration 2Q: 3 clusters Score -5662205 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -5662719.000000 Penalty: 3481.882324
	Iteration 3Q: 3 clusters Score -5662719 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -5663472.500000 Penalty: 3481.882324
	Iteration 4Q: 3 clusters Score -5663472 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -5664353.500000 Penalty: 3481.882324
	Iteration 5Q: 3 clusters Score -5664354 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -5665416.000000 Penalty: 3481.882324
	Iteration 6F: 3 clusters Score -5665416 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -5666615.000000 Penalty: 3481.882324
	Iteration 7F: 3 clusters Score -5666615 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -5668051.000000 Penalty: 3481.882324
	Iteration 8F: 3 clusters Score -5668051 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -5669467.500000 Penalty: 3481.882324
	Iteration 9F: 3 clusters Score -5669468 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -5670808.500000 Penalty: 3481.882324
	Iteration 10F: 3 clusters Score -5670808 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -5672136.500000 Penalty: 3481.882324
	Iteration 11Q: 3 clusters Score -5672136 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -5673260.000000 Penalty: 3481.882324
	Iteration 12Q: 3 clusters Score -5673260 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -5674310.000000 Penalty: 3481.882324
	Iteration 13Q: 3 clusters Score -5674310 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -5675279.500000 Penalty: 3481.882324
	Iteration 14Q: 3 clusters Score -5675280 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -5676116.000000 Penalty: 3481.882324
	Iteration 15Q: 3 clusters Score -5676116 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -5676799.500000 Penalty: 3481.882324
	Iteration 16Q: 3 clusters Score -5676800 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -5677374.500000 Penalty: 3481.882324
	Iteration 17Q: 3 clusters Score -5677374 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5677820.000000 Penalty: 3481.882324
	Iteration 18Q: 3 clusters Score -5677820 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -5678057.500000 Penalty: 3481.882324
	Iteration 19Q: 3 clusters Score -5678058 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -5678181.000000 Penalty: 3481.882324
	Iteration 20F: 3 clusters Score -5678181 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -5678260.500000 Penalty: 3481.882324
	Iteration 21Q: 3 clusters Score -5678260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -5678294.500000 Penalty: 3481.882324
	Iteration 22Q: 3 clusters Score -5678294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -5678319.000000 Penalty: 3481.882324
	Iteration 23Q: 3 clusters Score -5678319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -5678325.000000 Penalty: 3481.882324
	Iteration 24Q: 3 clusters Score -5678325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -5678332.000000 Penalty: 3481.882324
	Iteration 25Q: 3 clusters Score -5678332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -5678342.000000 Penalty: 3481.882324
	Iteration 26Q: 3 clusters Score -5678342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -5678356.500000 Penalty: 3481.882324
	Iteration 27Q: 3 clusters Score -5678356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -5678363.500000 Penalty: 3481.882324
	Iteration 28Q: 3 clusters Score -5678364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -5678364.500000 Penalty: 3481.882324
	Iteration 29Q: 3 clusters Score -5678364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5678363.000000 Penalty: 3481.882324
	Iteration 30Q: 3 clusters Score -5678363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5678368.000000 Penalty: 3481.882324
	Iteration 31Q: 3 clusters Score -5678368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5678368.000000 Penalty: 3481.882324
	Iteration 32F: 3 clusters Score -5678368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Entering Unmasked Estep 
Score: -989608.625000 Penalty: 1456.451172
	Iteration 0F: 2 clusters Score -989608.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -983794.375000 Penalty: 2912.902344
	Iteration 0F: 3 clusters Score -983794.4 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -985493.437500 Penalty: 2912.902344
	Iteration 1F: 3 clusters Score -985493.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -985685.687500 Penalty: 2912.902344
	Iteration 2F: 3 clusters Score -985685.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -985823.062500 Penalty: 2912.902344
	Iteration 3Q: 3 clusters Score -985823.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -985919.812500 Penalty: 2912.902344
	Iteration 4Q: 3 clusters Score -985919.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -985998.812500 Penalty: 2912.902344
	Iteration 5Q: 3 clusters Score -985998.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -986079.562500 Penalty: 2912.902344
	Iteration 6Q: 3 clusters Score -986079.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -986161.125000 Penalty: 2912.902344
	Iteration 7Q: 3 clusters Score -986161.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -986239.562500 Penalty: 2912.902344
	Iteration 8Q: 3 clusters Score -986239.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -986315.125000 Penalty: 2912.902344
	Iteration 9Q: 3 clusters Score -986315.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -986399.562500 Penalty: 2912.902344
	Iteration 10Q: 3 clusters Score -986399.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -986489.000000 Penalty: 2912.902344
	Iteration 11Q: 3 clusters Score -986489 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -986602.000000 Penalty: 2912.902344
	Iteration 12Q: 3 clusters Score -986602 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -986741.500000 Penalty: 2912.902344
	Iteration 13Q: 3 clusters Score -986741.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -986901.187500 Penalty: 2912.902344
	Iteration 14Q: 3 clusters Score -986901.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -987082.062500 Penalty: 2912.902344
	Iteration 15Q: 3 clusters Score -987082.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -987306.250000 Penalty: 2912.902344
	Iteration 16Q: 3 clusters Score -987306.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -987558.437500 Penalty: 2912.902344
	Iteration 17Q: 3 clusters Score -987558.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -987792.937500 Penalty: 2912.902344
	Iteration 18Q: 3 clusters Score -987792.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -987961.437500 Penalty: 2912.902344
	Iteration 19Q: 3 clusters Score -987961.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -988046.125000 Penalty: 2912.902344
	Iteration 20F: 3 clusters Score -988046.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -988103.687500 Penalty: 2912.902344
	Iteration 21Q: 3 clusters Score -988103.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -988143.750000 Penalty: 2912.902344
	Iteration 22Q: 3 clusters Score -988143.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -988175.312500 Penalty: 2912.902344
	Iteration 23Q: 3 clusters Score -988175.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -988195.500000 Penalty: 2912.902344
	Iteration 24Q: 3 clusters Score -988195.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -988206.437500 Penalty: 2912.902344
	Iteration 25Q: 3 clusters Score -988206.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -988219.375000 Penalty: 2912.902344
	Iteration 26Q: 3 clusters Score -988219.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -988230.187500 Penalty: 2912.902344
	Iteration 27Q: 3 clusters Score -988230.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -988237.875000 Penalty: 2912.902344
	Iteration 28Q: 3 clusters Score -988237.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -988243.000000 Penalty: 2912.902344
	Iteration 29Q: 3 clusters Score -988243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -988247.000000 Penalty: 2912.902344
	Iteration 30Q: 3 clusters Score -988247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -988249.500000 Penalty: 2912.902344
	Iteration 31Q: 3 clusters Score -988249.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -988253.937500 Penalty: 2912.902344
	Iteration 32Q: 3 clusters Score -988253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -988259.875000 Penalty: 2912.902344
	Iteration 33Q: 3 clusters Score -988259.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -988265.125000 Penalty: 2912.902344
	Iteration 34Q: 3 clusters Score -988265.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -988278.437500 Penalty: 2912.902344
	Iteration 35Q: 3 clusters Score -988278.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -988296.062500 Penalty: 2912.902344
	Iteration 36Q: 3 clusters Score -988296.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -988304.750000 Penalty: 2912.902344
	Iteration 37Q: 3 clusters Score -988304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -988307.437500 Penalty: 2912.902344
	Iteration 38Q: 3 clusters Score -988307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -988314.500000 Penalty: 2912.902344
	Iteration 39Q: 3 clusters Score -988314.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -988320.500000 Penalty: 2912.902344
	Iteration 40F: 3 clusters Score -988320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -988324.375000 Penalty: 2912.902344
	Iteration 41Q: 3 clusters Score -988324.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -988324.937500 Penalty: 2912.902344
	Iteration 42Q: 3 clusters Score -988324.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -988325.812500 Penalty: 2912.902344
	Iteration 43Q: 3 clusters Score -988325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -988325.812500 Penalty: 2912.902344
	Iteration 44F: 3 clusters Score -988325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -418152.718750 Penalty: 1319.692261
	Iteration 0F: 2 clusters Score -418152.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -415194.437500 Penalty: 2639.384521
	Iteration 0F: 3 clusters Score -415194.4 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -415940.625000 Penalty: 2639.384521
	Iteration 1F: 3 clusters Score -415940.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -416077.437500 Penalty: 2639.384521
	Iteration 2F: 3 clusters Score -416077.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -416150.968750 Penalty: 2639.384521
	Iteration 3Q: 3 clusters Score -416151 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -416199.250000 Penalty: 2639.384521
	Iteration 4Q: 3 clusters Score -416199.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -416231.031250 Penalty: 2639.384521
	Iteration 5Q: 3 clusters Score -416231 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -416254.375000 Penalty: 2639.384521
	Iteration 6Q: 3 clusters Score -416254.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -416272.156250 Penalty: 2639.384521
	Iteration 7Q: 3 clusters Score -416272.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -416287.562500 Penalty: 2639.384521
	Iteration 8Q: 3 clusters Score -416287.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -416308.187500 Penalty: 2639.384521
	Iteration 9Q: 3 clusters Score -416308.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -416328.062500 Penalty: 2639.384521
	Iteration 10Q: 3 clusters Score -416328.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -416347.937500 Penalty: 2639.384521
	Iteration 11Q: 3 clusters Score -416347.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -416359.500000 Penalty: 2639.384521
	Iteration 12Q: 3 clusters Score -416359.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -416374.906250 Penalty: 2639.384521
	Iteration 13Q: 3 clusters Score -416374.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -416385.687500 Penalty: 2639.384521
	Iteration 14Q: 3 clusters Score -416385.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -416394.906250 Penalty: 2639.384521
	Iteration 15Q: 3 clusters Score -416394.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -416402.781250 Penalty: 2639.384521
	Iteration 16Q: 3 clusters Score -416402.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -416410.000000 Penalty: 2639.384521
	Iteration 17Q: 3 clusters Score -416410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -416417.875000 Penalty: 2639.384521
	Iteration 18Q: 3 clusters Score -416417.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -416428.312500 Penalty: 2639.384521
	Iteration 19Q: 3 clusters Score -416428.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -416440.375000 Penalty: 2639.384521
	Iteration 20F: 3 clusters Score -416440.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -416449.062500 Penalty: 2639.384521
	Iteration 21Q: 3 clusters Score -416449.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -416453.781250 Penalty: 2639.384521
	Iteration 22Q: 3 clusters Score -416453.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -416458.468750 Penalty: 2639.384521
	Iteration 23Q: 3 clusters Score -416458.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -416461.000000 Penalty: 2639.384521
	Iteration 24Q: 3 clusters Score -416461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -416463.687500 Penalty: 2639.384521
	Iteration 25Q: 3 clusters Score -416463.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -416467.406250 Penalty: 2639.384521
	Iteration 26Q: 3 clusters Score -416467.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -416470.093750 Penalty: 2639.384521
	Iteration 27Q: 3 clusters Score -416470.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -416473.625000 Penalty: 2639.384521
	Iteration 28Q: 3 clusters Score -416473.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -416484.531250 Penalty: 2639.384521
	Iteration 29Q: 3 clusters Score -416484.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -416490.531250 Penalty: 2639.384521
	Iteration 30Q: 3 clusters Score -416490.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -416495.500000 Penalty: 2639.384521
	Iteration 31Q: 3 clusters Score -416495.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -416500.531250 Penalty: 2639.384521
	Iteration 32Q: 3 clusters Score -416500.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -416506.156250 Penalty: 2639.384521
	Iteration 33Q: 3 clusters Score -416506.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -416513.437500 Penalty: 2639.384521
	Iteration 34Q: 3 clusters Score -416513.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -416521.187500 Penalty: 2639.384521
	Iteration 35Q: 3 clusters Score -416521.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -416528.406250 Penalty: 2639.384521
	Iteration 36Q: 3 clusters Score -416528.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -416537.031250 Penalty: 2639.384521
	Iteration 37Q: 3 clusters Score -416537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -416547.218750 Penalty: 2639.384521
	Iteration 38Q: 3 clusters Score -416547.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -416560.187500 Penalty: 2639.384521
	Iteration 39Q: 3 clusters Score -416560.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -416570.125000 Penalty: 2639.384521
	Iteration 40F: 3 clusters Score -416570.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -416576.812500 Penalty: 2639.384521
	Iteration 41Q: 3 clusters Score -416576.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -416587.218750 Penalty: 2639.384521
	Iteration 42Q: 3 clusters Score -416587.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -416594.781250 Penalty: 2639.384521
	Iteration 43Q: 3 clusters Score -416594.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -416605.625000 Penalty: 2639.384521
	Iteration 44Q: 3 clusters Score -416605.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -416621.937500 Penalty: 2639.384521
	Iteration 45Q: 3 clusters Score -416621.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -416635.250000 Penalty: 2639.384521
	Iteration 46Q: 3 clusters Score -416635.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -416656.406250 Penalty: 2639.384521
	Iteration 47Q: 3 clusters Score -416656.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -416680.812500 Penalty: 2639.384521
	Iteration 48Q: 3 clusters Score -416680.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -416712.406250 Penalty: 2639.384521
	Iteration 49Q: 3 clusters Score -416712.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -416749.312500 Penalty: 2639.384521
	Iteration 50Q: 3 clusters Score -416749.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -416782.187500 Penalty: 2639.384521
	Iteration 51Q: 3 clusters Score -416782.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -416807.531250 Penalty: 2639.384521
	Iteration 52Q: 3 clusters Score -416807.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -416825.031250 Penalty: 2639.384521
	Iteration 53Q: 3 clusters Score -416825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -416837.187500 Penalty: 2639.384521
	Iteration 54Q: 3 clusters Score -416837.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -416850.500000 Penalty: 2639.384521
	Iteration 55Q: 3 clusters Score -416850.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -416859.906250 Penalty: 2639.384521
	Iteration 56Q: 3 clusters Score -416859.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -416865.125000 Penalty: 2639.384521
	Iteration 57Q: 3 clusters Score -416865.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -416874.500000 Penalty: 2639.384521
	Iteration 58Q: 3 clusters Score -416874.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -416885.812500 Penalty: 2639.384521
	Iteration 59Q: 3 clusters Score -416885.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -416895.000000 Penalty: 2639.384521
	Iteration 60F: 3 clusters Score -416895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -416904.281250 Penalty: 2639.384521
	Iteration 61Q: 3 clusters Score -416904.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -416910.812500 Penalty: 2639.384521
	Iteration 62Q: 3 clusters Score -416910.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -416915.750000 Penalty: 2639.384521
	Iteration 63Q: 3 clusters Score -416915.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -416920.875000 Penalty: 2639.384521
	Iteration 64Q: 3 clusters Score -416920.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -416923.031250 Penalty: 2639.384521
	Iteration 65Q: 3 clusters Score -416923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -416924.593750 Penalty: 2639.384521
	Iteration 66Q: 3 clusters Score -416924.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -416925.281250 Penalty: 2639.384521
	Iteration 67Q: 3 clusters Score -416925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -416926.031250 Penalty: 2639.384521
	Iteration 68Q: 3 clusters Score -416926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -416929.281250 Penalty: 2639.384521
	Iteration 69Q: 3 clusters Score -416929.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -416931.093750 Penalty: 2639.384521
	Iteration 70Q: 3 clusters Score -416931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -416931.875000 Penalty: 2639.384521
	Iteration 71Q: 3 clusters Score -416931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -416935.250000 Penalty: 2639.384521
	Iteration 72Q: 3 clusters Score -416935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -416939.281250 Penalty: 2639.384521
	Iteration 73Q: 3 clusters Score -416939.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -416941.906250 Penalty: 2639.384521
	Iteration 74Q: 3 clusters Score -416941.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -416946.312500 Penalty: 2639.384521
	Iteration 75Q: 3 clusters Score -416946.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -416954.656250 Penalty: 2639.384521
	Iteration 76Q: 3 clusters Score -416954.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -416962.218750 Penalty: 2639.384521
	Iteration 77Q: 3 clusters Score -416962.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -416971.062500 Penalty: 2639.384521
	Iteration 78Q: 3 clusters Score -416971.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -416982.343750 Penalty: 2639.384521
	Iteration 79Q: 3 clusters Score -416982.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -416992.937500 Penalty: 2639.384521
	Iteration 80F: 3 clusters Score -416992.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -416998.062500 Penalty: 2639.384521
	Iteration 81Q: 3 clusters Score -416998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -417001.875000 Penalty: 2639.384521
	Iteration 82Q: 3 clusters Score -417001.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -417006.875000 Penalty: 2639.384521
	Iteration 83Q: 3 clusters Score -417006.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -417011.937500 Penalty: 2639.384521
	Iteration 84Q: 3 clusters Score -417011.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -417015.156250 Penalty: 2639.384521
	Iteration 85Q: 3 clusters Score -417015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -417016.406250 Penalty: 2639.384521
	Iteration 86Q: 3 clusters Score -417016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -417018.281250 Penalty: 2639.384521
	Iteration 87Q: 3 clusters Score -417018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -417020.593750 Penalty: 2639.384521
	Iteration 88Q: 3 clusters Score -417020.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -417020.875000 Penalty: 2639.384521
	Iteration 89Q: 3 clusters Score -417020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -417021.281250 Penalty: 2639.384521
	Iteration 90Q: 3 clusters Score -417021.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -417021.281250 Penalty: 2639.384521
	Iteration 91F: 3 clusters Score -417021.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16095 members 
Mstep: Class 3 contains 8186 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 60380 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8058 members 
Mstep: Class 8 contains 84616 members 
Mstep: Class 9 contains 16935 members 
Mstep: Class 10 contains 29102 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32281 members 
Mstep: Class 14 contains 73615 members 
Mstep: Class 16 contains 72273 members 
Mstep: Class 17 contains 5943 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4075 members 
Mstep: Class 23 contains 19864 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44958 members 
Mstep: Class 26 contains 7807 members 
Mstep: Class 27 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648700.000000 Penalty: 55564.910156
Iteration 159Q: 27 clusters Score -6.26487e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15935 members 
Mstep: Class 3 contains 8188 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 60380 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8058 members 
Mstep: Class 8 contains 84618 members 
Mstep: Class 9 contains 16937 members 
Mstep: Class 10 contains 29178 members 
Mstep: Class 11 contains 8077 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32254 members 
Mstep: Class 14 contains 73611 members 
Mstep: Class 16 contains 72266 members 
Mstep: Class 17 contains 6027 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4075 members 
Mstep: Class 23 contains 19865 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44959 members 
Mstep: Class 26 contains 7861 members 
Mstep: Class 27 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648780.000000 Penalty: 55564.910156
Iteration 160F: 27 clusters Score -6.264878e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15763 members 
Mstep: Class 3 contains 8194 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 60373 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8059 members 
Mstep: Class 8 contains 84618 members 
Mstep: Class 9 contains 16937 members 
Mstep: Class 10 contains 29257 members 
Mstep: Class 11 contains 8029 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32233 members 
Mstep: Class 14 contains 73587 members 
Mstep: Class 16 contains 72263 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4072 members 
Mstep: Class 23 contains 19868 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44960 members 
Mstep: Class 26 contains 7920 members 
Mstep: Class 27 contains 3425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648992.000000 Penalty: 55564.910156
Iteration 161Q: 27 clusters Score -6.264899e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15587 members 
Mstep: Class 3 contains 8198 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 60363 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8056 members 
Mstep: Class 8 contains 84621 members 
Mstep: Class 9 contains 16934 members 
Mstep: Class 10 contains 29341 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32214 members 
Mstep: Class 14 contains 73560 members 
Mstep: Class 16 contains 72263 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 3766 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4069 members 
Mstep: Class 23 contains 19872 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44962 members 
Mstep: Class 26 contains 7983 members 
Mstep: Class 27 contains 3441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648988.000000 Penalty: 55564.910156
Iteration 162Q: 27 clusters Score -6.264899e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 8197 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 60356 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8055 members 
Mstep: Class 8 contains 84621 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 29424 members 
Mstep: Class 11 contains 7937 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32199 members 
Mstep: Class 14 contains 73521 members 
Mstep: Class 16 contains 72257 members 
Mstep: Class 17 contains 6406 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 3761 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4070 members 
Mstep: Class 23 contains 19872 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44969 members 
Mstep: Class 26 contains 8025 members 
Mstep: Class 27 contains 3455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649004.000000 Penalty: 55564.910156
Iteration 163Q: 27 clusters Score -6.2649e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15232 members 
Mstep: Class 3 contains 8196 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 60342 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8055 members 
Mstep: Class 8 contains 84620 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 29490 members 
Mstep: Class 11 contains 7905 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32189 members 
Mstep: Class 14 contains 73475 members 
Mstep: Class 16 contains 72264 members 
Mstep: Class 17 contains 6553 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 3761 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4069 members 
Mstep: Class 23 contains 19872 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44974 members 
Mstep: Class 26 contains 8056 members 
Mstep: Class 27 contains 3474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649108.000000 Penalty: 55564.910156
Iteration 164Q: 27 clusters Score -6.264911e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15058 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 60330 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8057 members 
Mstep: Class 8 contains 84620 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 29543 members 
Mstep: Class 11 contains 7875 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 32179 members 
Mstep: Class 14 contains 73424 members 
Mstep: Class 16 contains 72283 members 
Mstep: Class 17 contains 6707 members 
Mstep: Class 18 contains 3337 members 
Mstep: Class 19 contains 3758 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4066 members 
Mstep: Class 23 contains 19868 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44974 members 
Mstep: Class 26 contains 8093 members 
Mstep: Class 27 contains 3489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649240.000000 Penalty: 55564.910156
Iteration 165Q: 27 clusters Score -6.264924e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 8210 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 60315 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8059 members 
Mstep: Class 8 contains 84617 members 
Mstep: Class 9 contains 16936 members 
Mstep: Class 10 contains 29597 members 
Mstep: Class 11 contains 7842 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 32170 members 
Mstep: Class 14 contains 73354 members 
Mstep: Class 16 contains 72286 members 
Mstep: Class 17 contains 6847 members 
Mstep: Class 18 contains 3334 members 
Mstep: Class 19 contains 3759 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4066 members 
Mstep: Class 23 contains 19865 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44972 members 
Mstep: Class 26 contains 8142 members 
Mstep: Class 27 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649368.000000 Penalty: 55564.910156
Iteration 166Q: 27 clusters Score -6.264937e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 14802 members 
Mstep: Class 3 contains 8213 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 60303 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8060 members 
Mstep: Class 8 contains 84611 members 
Mstep: Class 9 contains 16937 members 
Mstep: Class 10 contains 29642 members 
Mstep: Class 11 contains 7805 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32162 members 
Mstep: Class 14 contains 73282 members 
Mstep: Class 16 contains 72296 members 
Mstep: Class 17 contains 6978 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 19 contains 3760 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4062 members 
Mstep: Class 23 contains 19868 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44971 members 
Mstep: Class 26 contains 8188 members 
Mstep: Class 27 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649544.000000 Penalty: 55564.910156
Iteration 167Q: 27 clusters Score -6.264954e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 14681 members 
Mstep: Class 3 contains 8215 members 
Mstep: Class 4 contains 1493 members 
Mstep: Class 5 contains 60287 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8061 members 
Mstep: Class 8 contains 84613 members 
Mstep: Class 9 contains 16938 members 
Mstep: Class 10 contains 29686 members 
Mstep: Class 11 contains 7774 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32150 members 
Mstep: Class 14 contains 73190 members 
Mstep: Class 16 contains 72305 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 3757 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 19871 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44976 members 
Mstep: Class 26 contains 8233 members 
Mstep: Class 27 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649932.000000 Penalty: 55564.910156
Iteration 168Q: 27 clusters Score -6.264993e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 14560 members 
Mstep: Class 3 contains 8219 members 
Mstep: Class 4 contains 1493 members 
Mstep: Class 5 contains 60279 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8061 members 
Mstep: Class 8 contains 84607 members 
Mstep: Class 9 contains 16933 members 
Mstep: Class 10 contains 29727 members 
Mstep: Class 11 contains 7733 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32145 members 
Mstep: Class 14 contains 73108 members 
Mstep: Class 16 contains 72316 members 
Mstep: Class 17 contains 7267 members 
Mstep: Class 18 contains 3333 members 
Mstep: Class 19 contains 3758 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4055 members 
Mstep: Class 23 contains 19880 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44976 members 
Mstep: Class 26 contains 8289 members 
Mstep: Class 27 contains 3556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650016.000000 Penalty: 55564.910156
Iteration 169Q: 27 clusters Score -6.265002e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14457 members 
Mstep: Class 3 contains 8218 members 
Mstep: Class 4 contains 1493 members 
Mstep: Class 5 contains 60270 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 8 contains 84604 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 29783 members 
Mstep: Class 11 contains 7687 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32151 members 
Mstep: Class 14 contains 73021 members 
Mstep: Class 16 contains 72336 members 
Mstep: Class 17 contains 7386 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 19 contains 3752 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4050 members 
Mstep: Class 23 contains 19885 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44981 members 
Mstep: Class 26 contains 8334 members 
Mstep: Class 27 contains 3564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650164.000000 Penalty: 55564.910156
Iteration 170Q: 27 clusters Score -6.265016e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14405 members 
Mstep: Class 3 contains 8211 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 60257 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8060 members 
Mstep: Class 8 contains 84604 members 
Mstep: Class 9 contains 16927 members 
Mstep: Class 10 contains 29817 members 
Mstep: Class 11 contains 7647 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32152 members 
Mstep: Class 14 contains 72932 members 
Mstep: Class 16 contains 72352 members 
Mstep: Class 17 contains 7484 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 19 contains 3749 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4049 members 
Mstep: Class 23 contains 19890 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44984 members 
Mstep: Class 26 contains 8376 members 
Mstep: Class 27 contains 3580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650216.000000 Penalty: 55564.910156
Iteration 171Q: 27 clusters Score -6.265022e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14360 members 
Mstep: Class 3 contains 8209 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 60243 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8054 members 
Mstep: Class 8 contains 84602 members 
Mstep: Class 9 contains 16925 members 
Mstep: Class 10 contains 29854 members 
Mstep: Class 11 contains 7605 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32152 members 
Mstep: Class 14 contains 72841 members 
Mstep: Class 16 contains 72378 members 
Mstep: Class 17 contains 7555 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 3745 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4050 members 
Mstep: Class 23 contains 19894 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44984 members 
Mstep: Class 26 contains 8432 members 
Mstep: Class 27 contains 3594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650036.000000 Penalty: 55564.910156
Iteration 172Q: 27 clusters Score -6.265004e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 14324 members 
Mstep: Class 3 contains 8202 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 60233 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 84595 members 
Mstep: Class 9 contains 16925 members 
Mstep: Class 10 contains 29892 members 
Mstep: Class 11 contains 7577 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32148 members 
Mstep: Class 14 contains 72767 members 
Mstep: Class 16 contains 72399 members 
Mstep: Class 17 contains 7615 members 
Mstep: Class 18 contains 3328 members 
Mstep: Class 19 contains 3745 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4047 members 
Mstep: Class 23 contains 19894 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44986 members 
Mstep: Class 26 contains 8479 members 
Mstep: Class 27 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650144.000000 Penalty: 55564.910156
Iteration 173Q: 27 clusters Score -6.265014e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 14283 members 
Mstep: Class 3 contains 8197 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 60228 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8047 members 
Mstep: Class 8 contains 84586 members 
Mstep: Class 9 contains 16923 members 
Mstep: Class 10 contains 29915 members 
Mstep: Class 11 contains 7549 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32151 members 
Mstep: Class 14 contains 72688 members 
Mstep: Class 16 contains 72419 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 3746 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4044 members 
Mstep: Class 23 contains 19901 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44991 members 
Mstep: Class 26 contains 8537 members 
Mstep: Class 27 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650156.000000 Penalty: 55564.910156
Iteration 174Q: 27 clusters Score -6.265016e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14253 members 
Mstep: Class 3 contains 8190 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 60217 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8045 members 
Mstep: Class 8 contains 84585 members 
Mstep: Class 9 contains 16922 members 
Mstep: Class 10 contains 29957 members 
Mstep: Class 11 contains 7516 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32154 members 
Mstep: Class 14 contains 72596 members 
Mstep: Class 16 contains 72448 members 
Mstep: Class 17 contains 7706 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3745 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4041 members 
Mstep: Class 23 contains 19905 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44992 members 
Mstep: Class 26 contains 8591 members 
Mstep: Class 27 contains 3620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650248.000000 Penalty: 55564.910156
Iteration 175Q: 27 clusters Score -6.265025e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14231 members 
Mstep: Class 3 contains 8185 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 60208 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 84584 members 
Mstep: Class 9 contains 16922 members 
Mstep: Class 10 contains 29979 members 
Mstep: Class 11 contains 7488 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32152 members 
Mstep: Class 14 contains 72526 members 
Mstep: Class 16 contains 72470 members 
Mstep: Class 17 contains 7736 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 19 contains 3742 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4042 members 
Mstep: Class 23 contains 19909 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44997 members 
Mstep: Class 26 contains 8641 members 
Mstep: Class 27 contains 3628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650304.000000 Penalty: 55564.910156
Iteration 176Q: 27 clusters Score -6.26503e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 8178 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 60201 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 84581 members 
Mstep: Class 9 contains 16921 members 
Mstep: Class 10 contains 30002 members 
Mstep: Class 11 contains 7464 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32153 members 
Mstep: Class 14 contains 72449 members 
Mstep: Class 16 contains 72496 members 
Mstep: Class 17 contains 7751 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 3740 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4046 members 
Mstep: Class 23 contains 19913 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 45000 members 
Mstep: Class 26 contains 8690 members 
Mstep: Class 27 contains 3632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650444.000000 Penalty: 55564.910156
Iteration 177Q: 27 clusters Score -6.265044e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14223 members 
Mstep: Class 3 contains 8178 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 60192 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8051 members 
Mstep: Class 8 contains 84577 members 
Mstep: Class 9 contains 16920 members 
Mstep: Class 10 contains 30025 members 
Mstep: Class 11 contains 7451 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32154 members 
Mstep: Class 14 contains 72379 members 
Mstep: Class 16 contains 72523 members 
Mstep: Class 17 contains 7750 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4046 members 
Mstep: Class 23 contains 19917 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 45000 members 
Mstep: Class 26 contains 8738 members 
Mstep: Class 27 contains 3634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650484.000000 Penalty: 55564.910156
Iteration 178Q: 27 clusters Score -6.265048e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14223 members 
Mstep: Class 3 contains 8171 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 60184 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 84572 members 
Mstep: Class 9 contains 16921 members 
Mstep: Class 10 contains 30050 members 
Mstep: Class 11 contains 7435 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32151 members 
Mstep: Class 14 contains 72334 members 
Mstep: Class 16 contains 72546 members 
Mstep: Class 17 contains 7750 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 3735 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4045 members 
Mstep: Class 23 contains 19917 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 45000 members 
Mstep: Class 26 contains 8783 members 
Mstep: Class 27 contains 3634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650528.000000 Penalty: 55564.910156
Iteration 179Q: 27 clusters Score -6.265053e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14222 members 
Mstep: Class 3 contains 8172 members 
Mstep: Class 4 contains 1493 members 
Mstep: Class 5 contains 60176 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8051 members 
Mstep: Class 8 contains 84565 members 
Mstep: Class 9 contains 16921 members 
Mstep: Class 10 contains 30062 members 
Mstep: Class 11 contains 7418 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32151 members 
Mstep: Class 14 contains 72280 members 
Mstep: Class 16 contains 72572 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 3298 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4047 members 
Mstep: Class 23 contains 19920 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 45000 members 
Mstep: Class 26 contains 8829 members 
Mstep: Class 27 contains 3637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650588.000000 Penalty: 55564.910156
Iteration 180F: 27 clusters Score -6.265059e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14198 members 
Mstep: Class 3 contains 8174 members 
Mstep: Class 4 contains 1493 members 
Mstep: Class 5 contains 60169 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 84560 members 
Mstep: Class 9 contains 16923 members 
Mstep: Class 10 contains 30080 members 
Mstep: Class 11 contains 7402 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32144 members 
Mstep: Class 14 contains 72238 members 
Mstep: Class 16 contains 72591 members 
Mstep: Class 17 contains 7773 members 
Mstep: Class 18 contains 3295 members 
Mstep: Class 19 contains 3733 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4050 members 
Mstep: Class 23 contains 19917 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44998 members 
Mstep: Class 26 contains 8868 members 
Mstep: Class 27 contains 3638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650572.000000 Penalty: 55564.910156
Iteration 181Q: 27 clusters Score -6.265057e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14161 members 
Mstep: Class 3 contains 8170 members 
Mstep: Class 4 contains 1493 members 
Mstep: Class 5 contains 60160 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 84557 members 
Mstep: Class 9 contains 16924 members 
Mstep: Class 10 contains 30094 members 
Mstep: Class 11 contains 7393 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32143 members 
Mstep: Class 14 contains 72208 members 
Mstep: Class 16 contains 72608 members 
Mstep: Class 17 contains 7817 members 
Mstep: Class 18 contains 3294 members 
Mstep: Class 19 contains 3729 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4050 members 
Mstep: Class 23 contains 19917 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44995 members 
Mstep: Class 26 contains 8901 members 
Mstep: Class 27 contains 3630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650660.000000 Penalty: 55564.910156
Iteration 182Q: 27 clusters Score -6.265066e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14120 members 
Mstep: Class 3 contains 8166 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 60146 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8045 members 
Mstep: Class 8 contains 84555 members 
Mstep: Class 9 contains 16923 members 
Mstep: Class 10 contains 30106 members 
Mstep: Class 11 contains 7389 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32139 members 
Mstep: Class 14 contains 72171 members 
Mstep: Class 16 contains 72625 members 
Mstep: Class 17 contains 7866 members 
Mstep: Class 18 contains 3293 members 
Mstep: Class 19 contains 3731 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4053 members 
Mstep: Class 23 contains 19923 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44999 members 
Mstep: Class 26 contains 8925 members 
Mstep: Class 27 contains 3625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650736.000000 Penalty: 55564.910156
Iteration 183Q: 27 clusters Score -6.265074e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14096 members 
Mstep: Class 3 contains 8157 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 60125 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 84551 members 
Mstep: Class 9 contains 16921 members 
Mstep: Class 10 contains 30124 members 
Mstep: Class 11 contains 7379 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32142 members 
Mstep: Class 14 contains 72121 members 
Mstep: Class 16 contains 72643 members 
Mstep: Class 17 contains 7915 members 
Mstep: Class 18 contains 3292 members 
Mstep: Class 19 contains 3730 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4057 members 
Mstep: Class 23 contains 19925 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44999 members 
Mstep: Class 26 contains 8958 members 
Mstep: Class 27 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650712.000000 Penalty: 55564.910156
Iteration 184Q: 27 clusters Score -6.265071e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14081 members 
Mstep: Class 3 contains 8146 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 60100 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 84553 members 
Mstep: Class 9 contains 16922 members 
Mstep: Class 10 contains 30131 members 
Mstep: Class 11 contains 7366 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32141 members 
Mstep: Class 14 contains 72070 members 
Mstep: Class 16 contains 72686 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 3726 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4058 members 
Mstep: Class 23 contains 19924 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44998 members 
Mstep: Class 26 contains 8992 members 
Mstep: Class 27 contains 3618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650812.000000 Penalty: 55564.910156
Iteration 185Q: 27 clusters Score -6.265081e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14057 members 
Mstep: Class 3 contains 8141 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 60083 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8050 members 
Mstep: Class 8 contains 84543 members 
Mstep: Class 9 contains 16920 members 
Mstep: Class 10 contains 30142 members 
Mstep: Class 11 contains 7361 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32145 members 
Mstep: Class 14 contains 72034 members 
Mstep: Class 16 contains 72700 members 
Mstep: Class 17 contains 7987 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 3727 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4066 members 
Mstep: Class 23 contains 19926 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44997 members 
Mstep: Class 26 contains 9025 members 
Mstep: Class 27 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650896.000000 Penalty: 55564.910156
Iteration 186Q: 27 clusters Score -6.26509e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 8139 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 60059 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 84542 members 
Mstep: Class 9 contains 16923 members 
Mstep: Class 10 contains 30147 members 
Mstep: Class 11 contains 7359 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32147 members 
Mstep: Class 14 contains 72008 members 
Mstep: Class 16 contains 72726 members 
Mstep: Class 17 contains 8018 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 3728 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4067 members 
Mstep: Class 23 contains 19931 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44996 members 
Mstep: Class 26 contains 9054 members 
Mstep: Class 27 contains 3607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650784.000000 Penalty: 55564.910156
Iteration 187Q: 27 clusters Score -6.265078e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 8133 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 60042 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 84542 members 
Mstep: Class 9 contains 16921 members 
Mstep: Class 10 contains 30152 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32146 members 
Mstep: Class 14 contains 71972 members 
Mstep: Class 16 contains 72748 members 
Mstep: Class 17 contains 8042 members 
Mstep: Class 18 contains 3270 members 
Mstep: Class 19 contains 3731 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4072 members 
Mstep: Class 23 contains 19933 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44995 members 
Mstep: Class 26 contains 9089 members 
Mstep: Class 27 contains 3601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650856.000000 Penalty: 55564.910156
Iteration 188Q: 27 clusters Score -6.265086e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14007 members 
Mstep: Class 3 contains 8131 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 60022 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 84538 members 
Mstep: Class 9 contains 16919 members 
Mstep: Class 10 contains 30162 members 
Mstep: Class 11 contains 7334 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32148 members 
Mstep: Class 14 contains 71933 members 
Mstep: Class 16 contains 72768 members 
Mstep: Class 17 contains 8055 members 
Mstep: Class 18 contains 3266 members 
Mstep: Class 19 contains 3731 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4070 members 
Mstep: Class 23 contains 19942 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44995 members 
Mstep: Class 26 contains 9136 members 
Mstep: Class 27 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650856.000000 Penalty: 55564.910156
Iteration 189Q: 27 clusters Score -6.265086e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14005 members 
Mstep: Class 3 contains 8131 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 60010 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 84535 members 
Mstep: Class 9 contains 16921 members 
Mstep: Class 10 contains 30170 members 
Mstep: Class 11 contains 7324 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32147 members 
Mstep: Class 14 contains 71897 members 
Mstep: Class 16 contains 72789 members 
Mstep: Class 17 contains 8067 members 
Mstep: Class 18 contains 3257 members 
Mstep: Class 19 contains 3732 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4068 members 
Mstep: Class 23 contains 19946 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44992 members 
Mstep: Class 26 contains 9157 members 
Mstep: Class 27 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650932.000000 Penalty: 55564.910156
Iteration 190Q: 27 clusters Score -6.265093e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 13999 members 
Mstep: Class 3 contains 8129 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59997 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8045 members 
Mstep: Class 8 contains 84531 members 
Mstep: Class 9 contains 16925 members 
Mstep: Class 10 contains 30172 members 
Mstep: Class 11 contains 7318 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32145 members 
Mstep: Class 14 contains 71875 members 
Mstep: Class 16 contains 72804 members 
Mstep: Class 17 contains 8073 members 
Mstep: Class 18 contains 3255 members 
Mstep: Class 19 contains 3733 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 19955 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44997 members 
Mstep: Class 26 contains 9179 members 
Mstep: Class 27 contains 3604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651028.000000 Penalty: 55564.910156
Iteration 191Q: 27 clusters Score -6.265103e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 13998 members 
Mstep: Class 3 contains 8125 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59982 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 84532 members 
Mstep: Class 9 contains 16925 members 
Mstep: Class 10 contains 30176 members 
Mstep: Class 11 contains 7313 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32142 members 
Mstep: Class 14 contains 71854 members 
Mstep: Class 16 contains 72823 members 
Mstep: Class 17 contains 8071 members 
Mstep: Class 18 contains 3254 members 
Mstep: Class 19 contains 3732 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 19958 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44997 members 
Mstep: Class 26 contains 9203 members 
Mstep: Class 27 contains 3605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650956.000000 Penalty: 55564.910156
Iteration 192Q: 27 clusters Score -6.265096e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 8124 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59968 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8047 members 
Mstep: Class 8 contains 84534 members 
Mstep: Class 9 contains 16924 members 
Mstep: Class 10 contains 30192 members 
Mstep: Class 11 contains 7292 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32139 members 
Mstep: Class 14 contains 71832 members 
Mstep: Class 16 contains 72846 members 
Mstep: Class 17 contains 8072 members 
Mstep: Class 18 contains 3255 members 
Mstep: Class 19 contains 3732 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 19964 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44995 members 
Mstep: Class 26 contains 9222 members 
Mstep: Class 27 contains 3605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651104.000000 Penalty: 55564.910156
Iteration 193Q: 27 clusters Score -6.26511e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14004 members 
Mstep: Class 3 contains 8123 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59955 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 84532 members 
Mstep: Class 9 contains 16924 members 
Mstep: Class 10 contains 30199 members 
Mstep: Class 11 contains 7280 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32136 members 
Mstep: Class 14 contains 71806 members 
Mstep: Class 16 contains 72867 members 
Mstep: Class 17 contains 8072 members 
Mstep: Class 18 contains 3251 members 
Mstep: Class 19 contains 3732 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44994 members 
Mstep: Class 26 contains 9238 members 
Mstep: Class 27 contains 3607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651076.000000 Penalty: 55564.910156
Iteration 194Q: 27 clusters Score -6.265108e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14007 members 
Mstep: Class 3 contains 8123 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59945 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8051 members 
Mstep: Class 8 contains 84524 members 
Mstep: Class 9 contains 16927 members 
Mstep: Class 10 contains 30205 members 
Mstep: Class 11 contains 7270 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32138 members 
Mstep: Class 14 contains 71783 members 
Mstep: Class 16 contains 72885 members 
Mstep: Class 17 contains 8073 members 
Mstep: Class 18 contains 3247 members 
Mstep: Class 19 contains 3733 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4066 members 
Mstep: Class 23 contains 19972 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44991 members 
Mstep: Class 26 contains 9253 members 
Mstep: Class 27 contains 3606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651076.000000 Penalty: 55564.910156
Iteration 195Q: 27 clusters Score -6.265108e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14018 members 
Mstep: Class 3 contains 8125 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59929 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8050 members 
Mstep: Class 8 contains 84522 members 
Mstep: Class 9 contains 16926 members 
Mstep: Class 10 contains 30219 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32135 members 
Mstep: Class 14 contains 71756 members 
Mstep: Class 16 contains 72904 members 
Mstep: Class 17 contains 8076 members 
Mstep: Class 18 contains 3241 members 
Mstep: Class 19 contains 3729 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4069 members 
Mstep: Class 23 contains 19974 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44990 members 
Mstep: Class 26 contains 9266 members 
Mstep: Class 27 contains 3607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651156.000000 Penalty: 55564.910156
Iteration 196Q: 27 clusters Score -6.265116e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14023 members 
Mstep: Class 3 contains 8121 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59917 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 84522 members 
Mstep: Class 9 contains 16926 members 
Mstep: Class 10 contains 30233 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32132 members 
Mstep: Class 14 contains 71730 members 
Mstep: Class 16 contains 72919 members 
Mstep: Class 17 contains 8083 members 
Mstep: Class 18 contains 3237 members 
Mstep: Class 19 contains 3726 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4073 members 
Mstep: Class 23 contains 19977 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44989 members 
Mstep: Class 26 contains 9274 members 
Mstep: Class 27 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651072.000000 Penalty: 55564.910156
Iteration 197Q: 27 clusters Score -6.265107e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14022 members 
Mstep: Class 3 contains 8122 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59905 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 84520 members 
Mstep: Class 9 contains 16927 members 
Mstep: Class 10 contains 30241 members 
Mstep: Class 11 contains 7258 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32132 members 
Mstep: Class 14 contains 71706 members 
Mstep: Class 16 contains 72941 members 
Mstep: Class 17 contains 8094 members 
Mstep: Class 18 contains 3234 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4071 members 
Mstep: Class 23 contains 19982 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44989 members 
Mstep: Class 26 contains 9274 members 
Mstep: Class 27 contains 3608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651064.000000 Penalty: 55564.910156
Iteration 198Q: 27 clusters Score -6.265106e+07 nChanged 141
Entering ConstructFrom: 
Score: -62651064.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -217303.750000 Penalty: 1214.650391
	Iteration 0F: 2 clusters Score -217303.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -215359.750000 Penalty: 2429.300781
	Iteration 0F: 3 clusters Score -215359.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -215817.140625 Penalty: 2429.300781
	Iteration 1F: 3 clusters Score -215817.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -215924.406250 Penalty: 2429.300781
	Iteration 2F: 3 clusters Score -215924.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -216001.484375 Penalty: 2429.300781
	Iteration 3Q: 3 clusters Score -216001.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -216050.468750 Penalty: 2429.300781
	Iteration 4Q: 3 clusters Score -216050.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -216084.187500 Penalty: 2429.300781
	Iteration 5Q: 3 clusters Score -216084.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -216113.781250 Penalty: 2429.300781
	Iteration 6Q: 3 clusters Score -216113.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -216150.187500 Penalty: 2429.300781
	Iteration 7Q: 3 clusters Score -216150.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -216178.093750 Penalty: 2429.300781
	Iteration 8Q: 3 clusters Score -216178.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -216192.343750 Penalty: 2429.300781
	Iteration 9Q: 3 clusters Score -216192.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -216204.375000 Penalty: 2429.300781
	Iteration 10Q: 3 clusters Score -216204.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -216214.437500 Penalty: 2429.300781
	Iteration 11Q: 3 clusters Score -216214.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -216223.468750 Penalty: 2429.300781
	Iteration 12Q: 3 clusters Score -216223.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -216234.156250 Penalty: 2429.300781
	Iteration 13Q: 3 clusters Score -216234.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -216245.000000 Penalty: 2429.300781
	Iteration 14Q: 3 clusters Score -216245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -216252.156250 Penalty: 2429.300781
	Iteration 15Q: 3 clusters Score -216252.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -216258.359375 Penalty: 2429.300781
	Iteration 16Q: 3 clusters Score -216258.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -216265.046875 Penalty: 2429.300781
	Iteration 17Q: 3 clusters Score -216265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -216274.671875 Penalty: 2429.300781
	Iteration 18Q: 3 clusters Score -216274.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -216286.687500 Penalty: 2429.300781
	Iteration 19Q: 3 clusters Score -216286.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -216297.875000 Penalty: 2429.300781
	Iteration 20F: 3 clusters Score -216297.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -216307.937500 Penalty: 2429.300781
	Iteration 21Q: 3 clusters Score -216307.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -216315.578125 Penalty: 2429.300781
	Iteration 22Q: 3 clusters Score -216315.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -216324.031250 Penalty: 2429.300781
	Iteration 23Q: 3 clusters Score -216324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -216334.562500 Penalty: 2429.300781
	Iteration 24Q: 3 clusters Score -216334.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -216344.031250 Penalty: 2429.300781
	Iteration 25Q: 3 clusters Score -216344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -216357.218750 Penalty: 2429.300781
	Iteration 26Q: 3 clusters Score -216357.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -216369.156250 Penalty: 2429.300781
	Iteration 27Q: 3 clusters Score -216369.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -216383.031250 Penalty: 2429.300781
	Iteration 28Q: 3 clusters Score -216383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -216401.125000 Penalty: 2429.300781
	Iteration 29Q: 3 clusters Score -216401.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -216413.781250 Penalty: 2429.300781
	Iteration 30Q: 3 clusters Score -216413.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -216429.890625 Penalty: 2429.300781
	Iteration 31Q: 3 clusters Score -216429.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -216441.078125 Penalty: 2429.300781
	Iteration 32Q: 3 clusters Score -216441.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -216449.046875 Penalty: 2429.300781
	Iteration 33Q: 3 clusters Score -216449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -216456.078125 Penalty: 2429.300781
	Iteration 34Q: 3 clusters Score -216456.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -216467.406250 Penalty: 2429.300781
	Iteration 35Q: 3 clusters Score -216467.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -216482.421875 Penalty: 2429.300781
	Iteration 36Q: 3 clusters Score -216482.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -216502.625000 Penalty: 2429.300781
	Iteration 37Q: 3 clusters Score -216502.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -216520.640625 Penalty: 2429.300781
	Iteration 38Q: 3 clusters Score -216520.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -216548.046875 Penalty: 2429.300781
	Iteration 39Q: 3 clusters Score -216548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -216565.750000 Penalty: 2429.300781
	Iteration 40F: 3 clusters Score -216565.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -216576.515625 Penalty: 2429.300781
	Iteration 41Q: 3 clusters Score -216576.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -216579.328125 Penalty: 2429.300781
	Iteration 42Q: 3 clusters Score -216579.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -216580.453125 Penalty: 2429.300781
	Iteration 43Q: 3 clusters Score -216580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -216581.562500 Penalty: 2429.300781
	Iteration 44Q: 3 clusters Score -216581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -216583.500000 Penalty: 2429.300781
	Iteration 45Q: 3 clusters Score -216583.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -216585.171875 Penalty: 2429.300781
	Iteration 46Q: 3 clusters Score -216585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -216586.937500 Penalty: 2429.300781
	Iteration 47Q: 3 clusters Score -216586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -216589.796875 Penalty: 2429.300781
	Iteration 48Q: 3 clusters Score -216589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -216594.078125 Penalty: 2429.300781
	Iteration 49Q: 3 clusters Score -216594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -216597.593750 Penalty: 2429.300781
	Iteration 50Q: 3 clusters Score -216597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -216599.453125 Penalty: 2429.300781
	Iteration 51Q: 3 clusters Score -216599.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -216599.453125 Penalty: 2429.300781
	Iteration 52F: 3 clusters Score -216599.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Entering Unmasked Estep 
Score: -1778754.875000 Penalty: 1551.531006
	Iteration 0F: 2 clusters Score -1778755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1769027.875000 Penalty: 3103.062012
	Iteration 0F: 3 clusters Score -1769028 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1772455.500000 Penalty: 3103.062012
	Iteration 1F: 3 clusters Score -1772456 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1772787.375000 Penalty: 3103.062012
	Iteration 2F: 3 clusters Score -1772787 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1773080.625000 Penalty: 3103.062012
	Iteration 3Q: 3 clusters Score -1773081 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1773368.875000 Penalty: 3103.062012
	Iteration 4Q: 3 clusters Score -1773369 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1773640.125000 Penalty: 3103.062012
	Iteration 5Q: 3 clusters Score -1773640 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1773928.375000 Penalty: 3103.062012
	Iteration 6Q: 3 clusters Score -1773928 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1774284.125000 Penalty: 3103.062012
	Iteration 7Q: 3 clusters Score -1774284 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1774719.125000 Penalty: 3103.062012
	Iteration 8Q: 3 clusters Score -1774719 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1775172.000000 Penalty: 3103.062012
	Iteration 9Q: 3 clusters Score -1775172 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1775550.625000 Penalty: 3103.062012
	Iteration 10Q: 3 clusters Score -1775551 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1775884.750000 Penalty: 3103.062012
	Iteration 11Q: 3 clusters Score -1775885 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1776105.625000 Penalty: 3103.062012
	Iteration 12Q: 3 clusters Score -1776106 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1776277.875000 Penalty: 3103.062012
	Iteration 13Q: 3 clusters Score -1776278 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1776435.500000 Penalty: 3103.062012
	Iteration 14Q: 3 clusters Score -1776436 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1776565.375000 Penalty: 3103.062012
	Iteration 15Q: 3 clusters Score -1776565 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1776675.500000 Penalty: 3103.062012
	Iteration 16Q: 3 clusters Score -1776676 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1776773.625000 Penalty: 3103.062012
	Iteration 17Q: 3 clusters Score -1776774 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1776864.625000 Penalty: 3103.062012
	Iteration 18Q: 3 clusters Score -1776865 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1776935.750000 Penalty: 3103.062012
	Iteration 19Q: 3 clusters Score -1776936 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1777001.125000 Penalty: 3103.062012
	Iteration 20F: 3 clusters Score -1777001 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1777066.500000 Penalty: 3103.062012
	Iteration 21Q: 3 clusters Score -1777066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1777122.875000 Penalty: 3103.062012
	Iteration 22Q: 3 clusters Score -1777123 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1777171.500000 Penalty: 3103.062012
	Iteration 23Q: 3 clusters Score -1777172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1777210.500000 Penalty: 3103.062012
	Iteration 24Q: 3 clusters Score -1777210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1777237.375000 Penalty: 3103.062012
	Iteration 25Q: 3 clusters Score -1777237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1777254.750000 Penalty: 3103.062012
	Iteration 26Q: 3 clusters Score -1777255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1777276.875000 Penalty: 3103.062012
	Iteration 27Q: 3 clusters Score -1777277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1777298.500000 Penalty: 3103.062012
	Iteration 28Q: 3 clusters Score -1777298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1777310.875000 Penalty: 3103.062012
	Iteration 29Q: 3 clusters Score -1777311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1777316.750000 Penalty: 3103.062012
	Iteration 30Q: 3 clusters Score -1777317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1777320.500000 Penalty: 3103.062012
	Iteration 31Q: 3 clusters Score -1777320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1777330.625000 Penalty: 3103.062012
	Iteration 32Q: 3 clusters Score -1777331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1777334.750000 Penalty: 3103.062012
	Iteration 33Q: 3 clusters Score -1777335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1777337.750000 Penalty: 3103.062012
	Iteration 34Q: 3 clusters Score -1777338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1777347.625000 Penalty: 3103.062012
	Iteration 35Q: 3 clusters Score -1777348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1777354.375000 Penalty: 3103.062012
	Iteration 36Q: 3 clusters Score -1777354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1777364.000000 Penalty: 3103.062012
	Iteration 37Q: 3 clusters Score -1777364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1777366.125000 Penalty: 3103.062012
	Iteration 38Q: 3 clusters Score -1777366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1777370.125000 Penalty: 3103.062012
	Iteration 39Q: 3 clusters Score -1777370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1777373.375000 Penalty: 3103.062012
	Iteration 40F: 3 clusters Score -1777373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1777378.875000 Penalty: 3103.062012
	Iteration 41Q: 3 clusters Score -1777379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1777386.750000 Penalty: 3103.062012
	Iteration 42Q: 3 clusters Score -1777387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1777387.375000 Penalty: 3103.062012
	Iteration 43Q: 3 clusters Score -1777387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1777390.000000 Penalty: 3103.062012
	Iteration 44Q: 3 clusters Score -1777390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1777390.500000 Penalty: 3103.062012
	Iteration 45Q: 3 clusters Score -1777390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1777392.625000 Penalty: 3103.062012
	Iteration 46Q: 3 clusters Score -1777393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1777393.625000 Penalty: 3103.062012
	Iteration 47Q: 3 clusters Score -1777394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1777395.125000 Penalty: 3103.062012
	Iteration 48Q: 3 clusters Score -1777395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1777395.125000 Penalty: 3103.062012
	Iteration 49F: 3 clusters Score -1777395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Entering Unmasked Estep 
Score: -1002797.625000 Penalty: 1462.818970
	Iteration 0F: 2 clusters Score -1002798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -996906.187500 Penalty: 2925.637939
	Iteration 0F: 3 clusters Score -996906.2 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -998783.750000 Penalty: 2925.637939
	Iteration 1F: 3 clusters Score -998783.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -999007.125000 Penalty: 2925.637939
	Iteration 2F: 3 clusters Score -999007.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -999190.562500 Penalty: 2925.637939
	Iteration 3Q: 3 clusters Score -999190.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -999370.187500 Penalty: 2925.637939
	Iteration 4Q: 3 clusters Score -999370.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -999558.562500 Penalty: 2925.637939
	Iteration 5Q: 3 clusters Score -999558.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -999788.875000 Penalty: 2925.637939
	Iteration 6Q: 3 clusters Score -999788.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1000039.687500 Penalty: 2925.637939
	Iteration 7Q: 3 clusters Score -1000040 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1000301.375000 Penalty: 2925.637939
	Iteration 8Q: 3 clusters Score -1000301 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1000588.562500 Penalty: 2925.637939
	Iteration 9Q: 3 clusters Score -1000589 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1000899.312500 Penalty: 2925.637939
	Iteration 10Q: 3 clusters Score -1000899 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1001210.187500 Penalty: 2925.637939
	Iteration 11Q: 3 clusters Score -1001210 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1001500.625000 Penalty: 2925.637939
	Iteration 12Q: 3 clusters Score -1001501 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1001689.500000 Penalty: 2925.637939
	Iteration 13Q: 3 clusters Score -1001690 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1001831.687500 Penalty: 2925.637939
	Iteration 14Q: 3 clusters Score -1001832 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1001957.437500 Penalty: 2925.637939
	Iteration 15Q: 3 clusters Score -1001957 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1002086.625000 Penalty: 2925.637939
	Iteration 16Q: 3 clusters Score -1002087 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1002213.562500 Penalty: 2925.637939
	Iteration 17Q: 3 clusters Score -1002214 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1002329.937500 Penalty: 2925.637939
	Iteration 18Q: 3 clusters Score -1002330 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1002414.687500 Penalty: 2925.637939
	Iteration 19Q: 3 clusters Score -1002415 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1002469.812500 Penalty: 2925.637939
	Iteration 20F: 3 clusters Score -1002470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1002514.625000 Penalty: 2925.637939
	Iteration 21Q: 3 clusters Score -1002515 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1002550.625000 Penalty: 2925.637939
	Iteration 22Q: 3 clusters Score -1002551 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1002578.812500 Penalty: 2925.637939
	Iteration 23Q: 3 clusters Score -1002579 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1002636.500000 Penalty: 2925.637939
	Iteration 24Q: 3 clusters Score -1002636 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1002724.312500 Penalty: 2925.637939
	Iteration 25Q: 3 clusters Score -1002724 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1002815.750000 Penalty: 2925.637939
	Iteration 26Q: 3 clusters Score -1002816 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1002893.125000 Penalty: 2925.637939
	Iteration 27Q: 3 clusters Score -1002893 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1002980.000000 Penalty: 2925.637939
	Iteration 28Q: 3 clusters Score -1002980 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1003062.437500 Penalty: 2925.637939
	Iteration 29Q: 3 clusters Score -1003062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1003107.625000 Penalty: 2925.637939
	Iteration 30Q: 3 clusters Score -1003108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1003124.250000 Penalty: 2925.637939
	Iteration 31Q: 3 clusters Score -1003124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1003133.187500 Penalty: 2925.637939
	Iteration 32Q: 3 clusters Score -1003133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1003140.312500 Penalty: 2925.637939
	Iteration 33Q: 3 clusters Score -1003140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1003144.937500 Penalty: 2925.637939
	Iteration 34Q: 3 clusters Score -1003145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1003146.500000 Penalty: 2925.637939
	Iteration 35Q: 3 clusters Score -1003146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1003149.375000 Penalty: 2925.637939
	Iteration 36Q: 3 clusters Score -1003149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1003151.062500 Penalty: 2925.637939
	Iteration 37Q: 3 clusters Score -1003151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1003151.125000 Penalty: 2925.637939
	Iteration 38Q: 3 clusters Score -1003151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1003151.000000 Penalty: 2925.637939
	Iteration 39Q: 3 clusters Score -1003151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1003151.875000 Penalty: 2925.637939
	Iteration 40F: 3 clusters Score -1003152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1003154.062500 Penalty: 2925.637939
	Iteration 41Q: 3 clusters Score -1003154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1003157.875000 Penalty: 2925.637939
	Iteration 42Q: 3 clusters Score -1003158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1003154.562500 Penalty: 2925.637939
	Iteration 43Q: 3 clusters Score -1003155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1003158.125000 Penalty: 2925.637939
	Iteration 44Q: 3 clusters Score -1003158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1003157.437500 Penalty: 2925.637939
	Iteration 45Q: 3 clusters Score -1003157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1003160.562500 Penalty: 2925.637939
	Iteration 46Q: 3 clusters Score -1003161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1003164.000000 Penalty: 2925.637939
	Iteration 47Q: 3 clusters Score -1003164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1003162.687500 Penalty: 2925.637939
	Iteration 48Q: 3 clusters Score -1003163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1003162.187500 Penalty: 2925.637939
	Iteration 49Q: 3 clusters Score -1003162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1003162.187500 Penalty: 2925.637939
	Iteration 50F: 3 clusters Score -1003162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 4533 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59889 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 84519 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 30257 members 
Mstep: Class 11 contains 7252 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32137 members 
Mstep: Class 14 contains 71689 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 72966 members 
Mstep: Class 17 contains 8100 members 
Mstep: Class 18 contains 3227 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4073 members 
Mstep: Class 23 contains 19989 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44989 members 
Mstep: Class 26 contains 9266 members 
Mstep: Class 27 contains 3609 members 
Entering Unmasked Estep 
Score: -62650808.000000 Penalty: 57702.019531
Splitting cluster 3 changes total score from -62651064.000000 to -62650808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -181981.703125 Penalty: 1187.529297
	Iteration 0F: 2 clusters Score -181981.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -180223.250000 Penalty: 2375.058594
	Iteration 0F: 3 clusters Score -180223.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -180562.406250 Penalty: 2375.058594
	Iteration 1F: 3 clusters Score -180562.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -180659.046875 Penalty: 2375.058594
	Iteration 2F: 3 clusters Score -180659 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -180715.671875 Penalty: 2375.058594
	Iteration 3Q: 3 clusters Score -180715.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -180745.468750 Penalty: 2375.058594
	Iteration 4Q: 3 clusters Score -180745.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -180759.109375 Penalty: 2375.058594
	Iteration 5Q: 3 clusters Score -180759.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -180771.734375 Penalty: 2375.058594
	Iteration 6Q: 3 clusters Score -180771.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -180783.484375 Penalty: 2375.058594
	Iteration 7Q: 3 clusters Score -180783.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -180789.250000 Penalty: 2375.058594
	Iteration 8Q: 3 clusters Score -180789.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -180792.890625 Penalty: 2375.058594
	Iteration 9Q: 3 clusters Score -180792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -180795.484375 Penalty: 2375.058594
	Iteration 10Q: 3 clusters Score -180795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -180797.093750 Penalty: 2375.058594
	Iteration 11Q: 3 clusters Score -180797.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -180797.796875 Penalty: 2375.058594
	Iteration 12Q: 3 clusters Score -180797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -180798.109375 Penalty: 2375.058594
	Iteration 13Q: 3 clusters Score -180798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -180798.109375 Penalty: 2375.058594
	Iteration 14F: 3 clusters Score -180798.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Entering Unmasked Estep 
Score: -7453851.000000 Penalty: 1787.540283
	Iteration 0F: 2 clusters Score -7453851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -7414502.000000 Penalty: 3575.080566
	Iteration 0F: 3 clusters Score -7414502 nChanged 28180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -7430464.500000 Penalty: 3575.080566
	Iteration 1F: 3 clusters Score -7430464 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -7431066.000000 Penalty: 3575.080566
	Iteration 2Q: 3 clusters Score -7431066 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -7431806.000000 Penalty: 3575.080566
	Iteration 3Q: 3 clusters Score -7431806 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -7432800.000000 Penalty: 3575.080566
	Iteration 4Q: 3 clusters Score -7432800 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -7434256.500000 Penalty: 3575.080566
	Iteration 5F: 3 clusters Score -7434256 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -7436551.500000 Penalty: 3575.080566
	Iteration 6F: 3 clusters Score -7436552 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -7439856.500000 Penalty: 3575.080566
	Iteration 7F: 3 clusters Score -7439856 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -7443756.000000 Penalty: 3575.080566
	Iteration 8F: 3 clusters Score -7443756 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -7447245.000000 Penalty: 3575.080566
	Iteration 9F: 3 clusters Score -7447245 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -7449635.000000 Penalty: 3575.080566
	Iteration 10Q: 3 clusters Score -7449635 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -7450971.000000 Penalty: 3575.080566
	Iteration 11Q: 3 clusters Score -7450971 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -7451638.500000 Penalty: 3575.080566
	Iteration 12Q: 3 clusters Score -7451638 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -7451979.000000 Penalty: 3575.080566
	Iteration 13Q: 3 clusters Score -7451979 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
Score: -7452125.500000 Penalty: 3575.080566
	Iteration 14Q: 3 clusters Score -7452126 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -7452199.000000 Penalty: 3575.080566
	Iteration 15Q: 3 clusters Score -7452199 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -7452270.000000 Penalty: 3575.080566
	Iteration 16Q: 3 clusters Score -7452270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -7452306.500000 Penalty: 3575.080566
	Iteration 17Q: 3 clusters Score -7452306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -7452342.500000 Penalty: 3575.080566
	Iteration 18Q: 3 clusters Score -7452342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -7452360.000000 Penalty: 3575.080566
	Iteration 19Q: 3 clusters Score -7452360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -7452367.500000 Penalty: 3575.080566
	Iteration 20F: 3 clusters Score -7452368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -7452370.500000 Penalty: 3575.080566
	Iteration 21Q: 3 clusters Score -7452370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 59583 members 
Entering Unmasked Estep 
Score: -7452383.500000 Penalty: 3575.080566
	Iteration 22Q: 3 clusters Score -7452384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -7452381.000000 Penalty: 3575.080566
	Iteration 23Q: 3 clusters Score -7452381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -7452388.000000 Penalty: 3575.080566
	Iteration 24Q: 3 clusters Score -7452388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -7452392.000000 Penalty: 3575.080566
	Iteration 25Q: 3 clusters Score -7452392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 59592 members 
Entering Unmasked Estep 
Score: -7452389.000000 Penalty: 3575.080566
	Iteration 26Q: 3 clusters Score -7452389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
Score: -7452395.000000 Penalty: 3575.080566
	Iteration 27Q: 3 clusters Score -7452395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -7452398.000000 Penalty: 3575.080566
	Iteration 28Q: 3 clusters Score -7452398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -7452401.000000 Penalty: 3575.080566
	Iteration 29Q: 3 clusters Score -7452401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -7452397.000000 Penalty: 3575.080566
	Iteration 30Q: 3 clusters Score -7452397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -7452399.500000 Penalty: 3575.080566
	Iteration 31Q: 3 clusters Score -7452400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -7452409.500000 Penalty: 3575.080566
	Iteration 32Q: 3 clusters Score -7452410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -7452412.000000 Penalty: 3575.080566
	Iteration 33Q: 3 clusters Score -7452412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 59609 members 
Entering Unmasked Estep 
Score: -7452412.000000 Penalty: 3575.080566
	Iteration 34Q: 3 clusters Score -7452412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -7452415.000000 Penalty: 3575.080566
	Iteration 35Q: 3 clusters Score -7452415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -7452413.500000 Penalty: 3575.080566
	Iteration 36Q: 3 clusters Score -7452414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -7452416.000000 Penalty: 3575.080566
	Iteration 37Q: 3 clusters Score -7452416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -7452418.000000 Penalty: 3575.080566
	Iteration 38Q: 3 clusters Score -7452418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -7452418.000000 Penalty: 3575.080566
	Iteration 39F: 3 clusters Score -7452418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -218846.796875 Penalty: 1225.351074
	Iteration 0F: 2 clusters Score -218846.8 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 962 members 
Entering Unmasked Estep 
Score: -216852.250000 Penalty: 2450.702148
	Iteration 0F: 3 clusters Score -216852.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -217265.828125 Penalty: 2450.702148
	Iteration 1F: 3 clusters Score -217265.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -217365.890625 Penalty: 2450.702148
	Iteration 2F: 3 clusters Score -217365.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -217428.031250 Penalty: 2450.702148
	Iteration 3Q: 3 clusters Score -217428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -217477.234375 Penalty: 2450.702148
	Iteration 4Q: 3 clusters Score -217477.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -217516.000000 Penalty: 2450.702148
	Iteration 5Q: 3 clusters Score -217516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -217544.859375 Penalty: 2450.702148
	Iteration 6Q: 3 clusters Score -217544.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -217560.687500 Penalty: 2450.702148
	Iteration 7Q: 3 clusters Score -217560.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -217579.859375 Penalty: 2450.702148
	Iteration 8Q: 3 clusters Score -217579.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -217595.750000 Penalty: 2450.702148
	Iteration 9Q: 3 clusters Score -217595.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -217606.390625 Penalty: 2450.702148
	Iteration 10Q: 3 clusters Score -217606.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -217616.078125 Penalty: 2450.702148
	Iteration 11Q: 3 clusters Score -217616.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -217627.703125 Penalty: 2450.702148
	Iteration 12Q: 3 clusters Score -217627.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -217636.265625 Penalty: 2450.702148
	Iteration 13Q: 3 clusters Score -217636.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -217647.437500 Penalty: 2450.702148
	Iteration 14Q: 3 clusters Score -217647.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -217656.421875 Penalty: 2450.702148
	Iteration 15Q: 3 clusters Score -217656.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -217663.687500 Penalty: 2450.702148
	Iteration 16Q: 3 clusters Score -217663.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -217668.421875 Penalty: 2450.702148
	Iteration 17Q: 3 clusters Score -217668.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -217673.109375 Penalty: 2450.702148
	Iteration 18Q: 3 clusters Score -217673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -217676.468750 Penalty: 2450.702148
	Iteration 19Q: 3 clusters Score -217676.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -217681.296875 Penalty: 2450.702148
	Iteration 20F: 3 clusters Score -217681.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -217688.218750 Penalty: 2450.702148
	Iteration 21Q: 3 clusters Score -217688.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -217694.125000 Penalty: 2450.702148
	Iteration 22Q: 3 clusters Score -217694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -217698.812500 Penalty: 2450.702148
	Iteration 23Q: 3 clusters Score -217698.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -217700.687500 Penalty: 2450.702148
	Iteration 24Q: 3 clusters Score -217700.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -217702.625000 Penalty: 2450.702148
	Iteration 25Q: 3 clusters Score -217702.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -217705.390625 Penalty: 2450.702148
	Iteration 26Q: 3 clusters Score -217705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -217707.859375 Penalty: 2450.702148
	Iteration 27Q: 3 clusters Score -217707.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -217709.312500 Penalty: 2450.702148
	Iteration 28Q: 3 clusters Score -217709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -217710.484375 Penalty: 2450.702148
	Iteration 29Q: 3 clusters Score -217710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -217711.500000 Penalty: 2450.702148
	Iteration 30Q: 3 clusters Score -217711.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -217712.812500 Penalty: 2450.702148
	Iteration 31Q: 3 clusters Score -217712.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -217712.906250 Penalty: 2450.702148
	Iteration 32Q: 3 clusters Score -217712.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -217712.906250 Penalty: 2450.702148
	Iteration 33F: 3 clusters Score -217712.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Entering Unmasked Estep 
Score: -950697.187500 Penalty: 1461.411743
	Iteration 0F: 2 clusters Score -950697.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -944814.687500 Penalty: 2922.823486
	Iteration 0F: 3 clusters Score -944814.7 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -946606.312500 Penalty: 2922.823486
	Iteration 1F: 3 clusters Score -946606.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -946817.687500 Penalty: 2922.823486
	Iteration 2F: 3 clusters Score -946817.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -946992.000000 Penalty: 2922.823486
	Iteration 3F: 3 clusters Score -946992 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -947195.562500 Penalty: 2922.823486
	Iteration 4Q: 3 clusters Score -947195.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -947420.312500 Penalty: 2922.823486
	Iteration 5Q: 3 clusters Score -947420.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -947674.500000 Penalty: 2922.823486
	Iteration 6Q: 3 clusters Score -947674.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -947957.500000 Penalty: 2922.823486
	Iteration 7F: 3 clusters Score -947957.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -948230.375000 Penalty: 2922.823486
	Iteration 8Q: 3 clusters Score -948230.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -948499.125000 Penalty: 2922.823486
	Iteration 9Q: 3 clusters Score -948499.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -948770.625000 Penalty: 2922.823486
	Iteration 10Q: 3 clusters Score -948770.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -948992.875000 Penalty: 2922.823486
	Iteration 11Q: 3 clusters Score -948992.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -949155.875000 Penalty: 2922.823486
	Iteration 12Q: 3 clusters Score -949155.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -949251.125000 Penalty: 2922.823486
	Iteration 13Q: 3 clusters Score -949251.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -949304.625000 Penalty: 2922.823486
	Iteration 14Q: 3 clusters Score -949304.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -949345.250000 Penalty: 2922.823486
	Iteration 15Q: 3 clusters Score -949345.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -949371.062500 Penalty: 2922.823486
	Iteration 16Q: 3 clusters Score -949371.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -949389.687500 Penalty: 2922.823486
	Iteration 17Q: 3 clusters Score -949389.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -949407.125000 Penalty: 2922.823486
	Iteration 18Q: 3 clusters Score -949407.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -949411.687500 Penalty: 2922.823486
	Iteration 19Q: 3 clusters Score -949411.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -949419.750000 Penalty: 2922.823486
	Iteration 20F: 3 clusters Score -949419.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -949427.562500 Penalty: 2922.823486
	Iteration 21Q: 3 clusters Score -949427.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -949429.062500 Penalty: 2922.823486
	Iteration 22Q: 3 clusters Score -949429.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -949429.062500 Penalty: 2922.823486
	Iteration 23F: 3 clusters Score -949429.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Entering Unmasked Estep 
Score: -10439373.000000 Penalty: 1843.518799
	Iteration 0F: 2 clusters Score -1.043937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -10387609.000000 Penalty: 3687.037598
	Iteration 0F: 3 clusters Score -1.038761e+07 nChanged 40202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -10410993.000000 Penalty: 3687.037598
	Iteration 1F: 3 clusters Score -1.041099e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -10412021.000000 Penalty: 3687.037598
	Iteration 2Q: 3 clusters Score -1.041202e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -10413609.000000 Penalty: 3687.037598
	Iteration 3Q: 3 clusters Score -1.041361e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -10415951.000000 Penalty: 3687.037598
	Iteration 4F: 3 clusters Score -1.041595e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -10419169.000000 Penalty: 3687.037598
	Iteration 5F: 3 clusters Score -1.041917e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -10422929.000000 Penalty: 3687.037598
	Iteration 6F: 3 clusters Score -1.042293e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 68958 members 
Entering Unmasked Estep 
Score: -10426500.000000 Penalty: 3687.037598
	Iteration 7F: 3 clusters Score -1.04265e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -10429654.000000 Penalty: 3687.037598
	Iteration 8F: 3 clusters Score -1.042965e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -10432227.000000 Penalty: 3687.037598
	Iteration 9Q: 3 clusters Score -1.043223e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -10434191.000000 Penalty: 3687.037598
	Iteration 10Q: 3 clusters Score -1.043419e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 82246 members 
Entering Unmasked Estep 
Score: -10435725.000000 Penalty: 3687.037598
	Iteration 11Q: 3 clusters Score -1.043572e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -10436698.000000 Penalty: 3687.037598
	Iteration 12Q: 3 clusters Score -1.04367e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 83883 members 
Entering Unmasked Estep 
Score: -10437287.000000 Penalty: 3687.037598
	Iteration 13Q: 3 clusters Score -1.043729e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 84138 members 
Entering Unmasked Estep 
Score: -10437577.000000 Penalty: 3687.037598
	Iteration 14Q: 3 clusters Score -1.043758e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -10437690.000000 Penalty: 3687.037598
	Iteration 15Q: 3 clusters Score -1.043769e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -10437744.000000 Penalty: 3687.037598
	Iteration 16Q: 3 clusters Score -1.043774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -10437768.000000 Penalty: 3687.037598
	Iteration 17Q: 3 clusters Score -1.043777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -10437796.000000 Penalty: 3687.037598
	Iteration 18Q: 3 clusters Score -1.04378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -10437810.000000 Penalty: 3687.037598
	Iteration 19Q: 3 clusters Score -1.043781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -10437808.000000 Penalty: 3687.037598
	Iteration 20F: 3 clusters Score -1.043781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 84314 members 
Entering Unmasked Estep 
Score: -10437821.000000 Penalty: 3687.037598
	Iteration 21Q: 3 clusters Score -1.043782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 84314 members 
Entering Unmasked Estep 
Score: -10437823.000000 Penalty: 3687.037598
	Iteration 22Q: 3 clusters Score -1.043782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 84314 members 
Entering Unmasked Estep 
Score: -10437823.000000 Penalty: 3687.037598
	Iteration 23Q: 3 clusters Score -1.043782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -10437831.000000 Penalty: 3687.037598
	Iteration 24Q: 3 clusters Score -1.043783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -10437830.000000 Penalty: 3687.037598
	Iteration 25Q: 3 clusters Score -1.043783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -10437830.000000 Penalty: 3687.037598
	Iteration 26F: 3 clusters Score -1.043783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Entering Unmasked Estep 
Score: -2032816.500000 Penalty: 1582.227295
	Iteration 0F: 2 clusters Score -2032816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2021012.000000 Penalty: 3164.454590
	Iteration 0F: 3 clusters Score -2021012 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2025235.250000 Penalty: 3164.454590
	Iteration 1F: 3 clusters Score -2025235 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2025595.500000 Penalty: 3164.454590
	Iteration 2F: 3 clusters Score -2025596 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2025933.750000 Penalty: 3164.454590
	Iteration 3F: 3 clusters Score -2025934 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2026288.625000 Penalty: 3164.454590
	Iteration 4Q: 3 clusters Score -2026289 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2026774.375000 Penalty: 3164.454590
	Iteration 5F: 3 clusters Score -2026774 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2027406.500000 Penalty: 3164.454590
	Iteration 6F: 3 clusters Score -2027406 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2028124.125000 Penalty: 3164.454590
	Iteration 7F: 3 clusters Score -2028124 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2028856.500000 Penalty: 3164.454590
	Iteration 8F: 3 clusters Score -2028856 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2029497.750000 Penalty: 3164.454590
	Iteration 9Q: 3 clusters Score -2029498 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2030048.125000 Penalty: 3164.454590
	Iteration 10Q: 3 clusters Score -2030048 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2030464.375000 Penalty: 3164.454590
	Iteration 11Q: 3 clusters Score -2030464 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2030749.375000 Penalty: 3164.454590
	Iteration 12Q: 3 clusters Score -2030749 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2030934.625000 Penalty: 3164.454590
	Iteration 13Q: 3 clusters Score -2030935 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2031073.000000 Penalty: 3164.454590
	Iteration 14Q: 3 clusters Score -2031073 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2031172.750000 Penalty: 3164.454590
	Iteration 15Q: 3 clusters Score -2031173 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2031242.000000 Penalty: 3164.454590
	Iteration 16Q: 3 clusters Score -2031242 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2031296.625000 Penalty: 3164.454590
	Iteration 17Q: 3 clusters Score -2031297 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2031344.000000 Penalty: 3164.454590
	Iteration 18Q: 3 clusters Score -2031344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2031384.875000 Penalty: 3164.454590
	Iteration 19Q: 3 clusters Score -2031385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2031406.375000 Penalty: 3164.454590
	Iteration 20F: 3 clusters Score -2031406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2031419.375000 Penalty: 3164.454590
	Iteration 21Q: 3 clusters Score -2031419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2031429.250000 Penalty: 3164.454590
	Iteration 22Q: 3 clusters Score -2031429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2031436.625000 Penalty: 3164.454590
	Iteration 23Q: 3 clusters Score -2031437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2031442.875000 Penalty: 3164.454590
	Iteration 24Q: 3 clusters Score -2031443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2031444.750000 Penalty: 3164.454590
	Iteration 25Q: 3 clusters Score -2031445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2031449.125000 Penalty: 3164.454590
	Iteration 26Q: 3 clusters Score -2031449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2031450.125000 Penalty: 3164.454590
	Iteration 27Q: 3 clusters Score -2031450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2031453.500000 Penalty: 3164.454590
	Iteration 28Q: 3 clusters Score -2031454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2031458.125000 Penalty: 3164.454590
	Iteration 29Q: 3 clusters Score -2031458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2031459.625000 Penalty: 3164.454590
	Iteration 30Q: 3 clusters Score -2031460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2031459.625000 Penalty: 3164.454590
	Iteration 31F: 3 clusters Score -2031460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Entering Unmasked Estep 
Score: -3854538.750000 Penalty: 1676.590942
	Iteration 0F: 2 clusters Score -3854539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3834275.500000 Penalty: 3353.181885
	Iteration 0F: 3 clusters Score -3834276 nChanged 13876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3842063.000000 Penalty: 3353.181885
	Iteration 1F: 3 clusters Score -3842063 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3842528.250000 Penalty: 3353.181885
	Iteration 2Q: 3 clusters Score -3842528 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3843042.000000 Penalty: 3353.181885
	Iteration 3Q: 3 clusters Score -3843042 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3843713.500000 Penalty: 3353.181885
	Iteration 4F: 3 clusters Score -3843714 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3844606.250000 Penalty: 3353.181885
	Iteration 5F: 3 clusters Score -3844606 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3845951.250000 Penalty: 3353.181885
	Iteration 6F: 3 clusters Score -3845951 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3847626.000000 Penalty: 3353.181885
	Iteration 7F: 3 clusters Score -3847626 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3849402.000000 Penalty: 3353.181885
	Iteration 8F: 3 clusters Score -3849402 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3850885.750000 Penalty: 3353.181885
	Iteration 9F: 3 clusters Score -3850886 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3851822.750000 Penalty: 3353.181885
	Iteration 10Q: 3 clusters Score -3851823 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3852322.500000 Penalty: 3353.181885
	Iteration 11Q: 3 clusters Score -3852322 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3852676.750000 Penalty: 3353.181885
	Iteration 12Q: 3 clusters Score -3852677 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3852876.500000 Penalty: 3353.181885
	Iteration 13Q: 3 clusters Score -3852876 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3852979.500000 Penalty: 3353.181885
	Iteration 14Q: 3 clusters Score -3852980 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3853030.750000 Penalty: 3353.181885
	Iteration 15Q: 3 clusters Score -3853031 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3853079.000000 Penalty: 3353.181885
	Iteration 16Q: 3 clusters Score -3853079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3853093.750000 Penalty: 3353.181885
	Iteration 17Q: 3 clusters Score -3853094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3853114.750000 Penalty: 3353.181885
	Iteration 18Q: 3 clusters Score -3853115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3853122.750000 Penalty: 3353.181885
	Iteration 19Q: 3 clusters Score -3853123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3853129.750000 Penalty: 3353.181885
	Iteration 20F: 3 clusters Score -3853130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3853137.500000 Penalty: 3353.181885
	Iteration 21Q: 3 clusters Score -3853138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3853142.500000 Penalty: 3353.181885
	Iteration 22Q: 3 clusters Score -3853142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3853150.000000 Penalty: 3353.181885
	Iteration 23Q: 3 clusters Score -3853150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3853156.500000 Penalty: 3353.181885
	Iteration 24Q: 3 clusters Score -3853156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3853158.250000 Penalty: 3353.181885
	Iteration 25Q: 3 clusters Score -3853158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3853160.250000 Penalty: 3353.181885
	Iteration 26Q: 3 clusters Score -3853160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3853157.750000 Penalty: 3353.181885
	Iteration 27Q: 3 clusters Score -3853158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3853160.250000 Penalty: 3353.181885
	Iteration 28Q: 3 clusters Score -3853160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3853159.250000 Penalty: 3353.181885
	Iteration 29Q: 3 clusters Score -3853159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3853161.250000 Penalty: 3353.181885
	Iteration 30Q: 3 clusters Score -3853161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3853158.000000 Penalty: 3353.181885
	Iteration 31Q: 3 clusters Score -3853158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3853163.000000 Penalty: 3353.181885
	Iteration 32Q: 3 clusters Score -3853163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3853168.000000 Penalty: 3353.181885
	Iteration 33Q: 3 clusters Score -3853168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3853165.750000 Penalty: 3353.181885
	Iteration 34Q: 3 clusters Score -3853166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3853171.500000 Penalty: 3353.181885
	Iteration 35Q: 3 clusters Score -3853172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3853177.250000 Penalty: 3353.181885
	Iteration 36Q: 3 clusters Score -3853177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3853182.750000 Penalty: 3353.181885
	Iteration 37Q: 3 clusters Score -3853183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3853187.500000 Penalty: 3353.181885
	Iteration 38Q: 3 clusters Score -3853188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3853187.000000 Penalty: 3353.181885
	Iteration 39Q: 3 clusters Score -3853187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3853185.500000 Penalty: 3353.181885
	Iteration 40F: 3 clusters Score -3853186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3853186.500000 Penalty: 3353.181885
	Iteration 41Q: 3 clusters Score -3853186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3853186.500000 Penalty: 3353.181885
	Iteration 42F: 3 clusters Score -3853186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -921885.062500 Penalty: 1444.467773
	Iteration 0F: 2 clusters Score -921885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -916497.375000 Penalty: 2888.935547
	Iteration 0F: 3 clusters Score -916497.4 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -918063.000000 Penalty: 2888.935547
	Iteration 1F: 3 clusters Score -918063 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -918303.250000 Penalty: 2888.935547
	Iteration 2F: 3 clusters Score -918303.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -918472.812500 Penalty: 2888.935547
	Iteration 3F: 3 clusters Score -918472.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -918634.937500 Penalty: 2888.935547
	Iteration 4Q: 3 clusters Score -918634.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -918808.750000 Penalty: 2888.935547
	Iteration 5Q: 3 clusters Score -918808.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -918988.812500 Penalty: 2888.935547
	Iteration 6Q: 3 clusters Score -918988.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -919180.562500 Penalty: 2888.935547
	Iteration 7Q: 3 clusters Score -919180.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -919375.500000 Penalty: 2888.935547
	Iteration 8Q: 3 clusters Score -919375.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -919541.000000 Penalty: 2888.935547
	Iteration 9Q: 3 clusters Score -919541 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -919713.375000 Penalty: 2888.935547
	Iteration 10Q: 3 clusters Score -919713.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -919846.812500 Penalty: 2888.935547
	Iteration 11Q: 3 clusters Score -919846.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -919992.937500 Penalty: 2888.935547
	Iteration 12Q: 3 clusters Score -919992.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -920130.812500 Penalty: 2888.935547
	Iteration 13Q: 3 clusters Score -920130.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -920244.000000 Penalty: 2888.935547
	Iteration 14Q: 3 clusters Score -920244 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -920325.812500 Penalty: 2888.935547
	Iteration 15Q: 3 clusters Score -920325.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -920384.250000 Penalty: 2888.935547
	Iteration 16Q: 3 clusters Score -920384.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -920425.750000 Penalty: 2888.935547
	Iteration 17Q: 3 clusters Score -920425.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -920456.187500 Penalty: 2888.935547
	Iteration 18Q: 3 clusters Score -920456.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -920470.375000 Penalty: 2888.935547
	Iteration 19Q: 3 clusters Score -920470.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -920482.375000 Penalty: 2888.935547
	Iteration 20F: 3 clusters Score -920482.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -920495.000000 Penalty: 2888.935547
	Iteration 21Q: 3 clusters Score -920495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -920498.375000 Penalty: 2888.935547
	Iteration 22Q: 3 clusters Score -920498.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -920504.375000 Penalty: 2888.935547
	Iteration 23Q: 3 clusters Score -920504.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -920510.125000 Penalty: 2888.935547
	Iteration 24Q: 3 clusters Score -920510.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -920517.000000 Penalty: 2888.935547
	Iteration 25Q: 3 clusters Score -920517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -920521.875000 Penalty: 2888.935547
	Iteration 26Q: 3 clusters Score -920521.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -920525.375000 Penalty: 2888.935547
	Iteration 27Q: 3 clusters Score -920525.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -920528.437500 Penalty: 2888.935547
	Iteration 28Q: 3 clusters Score -920528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -920530.625000 Penalty: 2888.935547
	Iteration 29Q: 3 clusters Score -920530.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -920530.375000 Penalty: 2888.935547
	Iteration 30Q: 3 clusters Score -920530.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -920533.062500 Penalty: 2888.935547
	Iteration 31Q: 3 clusters Score -920533.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -920536.875000 Penalty: 2888.935547
	Iteration 32Q: 3 clusters Score -920536.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -920539.375000 Penalty: 2888.935547
	Iteration 33Q: 3 clusters Score -920539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -920539.312500 Penalty: 2888.935547
	Iteration 34Q: 3 clusters Score -920539.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -920540.812500 Penalty: 2888.935547
	Iteration 35Q: 3 clusters Score -920540.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -920540.812500 Penalty: 2888.935547
	Iteration 36F: 3 clusters Score -920540.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Entering Unmasked Estep 
Score: -445349.718750 Penalty: 1334.630493
	Iteration 0F: 2 clusters Score -445349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -442173.750000 Penalty: 2669.260986
	Iteration 0F: 3 clusters Score -442173.8 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -442940.437500 Penalty: 2669.260986
	Iteration 1F: 3 clusters Score -442940.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -443081.093750 Penalty: 2669.260986
	Iteration 2F: 3 clusters Score -443081.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -443170.625000 Penalty: 2669.260986
	Iteration 3Q: 3 clusters Score -443170.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -443244.500000 Penalty: 2669.260986
	Iteration 4Q: 3 clusters Score -443244.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -443297.812500 Penalty: 2669.260986
	Iteration 5Q: 3 clusters Score -443297.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -443338.531250 Penalty: 2669.260986
	Iteration 6Q: 3 clusters Score -443338.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -443379.312500 Penalty: 2669.260986
	Iteration 7Q: 3 clusters Score -443379.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -443430.562500 Penalty: 2669.260986
	Iteration 8Q: 3 clusters Score -443430.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -443486.156250 Penalty: 2669.260986
	Iteration 9Q: 3 clusters Score -443486.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -443542.687500 Penalty: 2669.260986
	Iteration 10Q: 3 clusters Score -443542.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -443596.875000 Penalty: 2669.260986
	Iteration 11Q: 3 clusters Score -443596.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -443657.000000 Penalty: 2669.260986
	Iteration 12Q: 3 clusters Score -443657 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -443714.250000 Penalty: 2669.260986
	Iteration 13Q: 3 clusters Score -443714.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -443781.968750 Penalty: 2669.260986
	Iteration 14Q: 3 clusters Score -443782 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -443845.000000 Penalty: 2669.260986
	Iteration 15Q: 3 clusters Score -443845 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -443901.500000 Penalty: 2669.260986
	Iteration 16Q: 3 clusters Score -443901.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -443953.156250 Penalty: 2669.260986
	Iteration 17Q: 3 clusters Score -443953.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -443989.906250 Penalty: 2669.260986
	Iteration 18Q: 3 clusters Score -443989.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -444013.062500 Penalty: 2669.260986
	Iteration 19Q: 3 clusters Score -444013.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -444029.312500 Penalty: 2669.260986
	Iteration 20F: 3 clusters Score -444029.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -444040.937500 Penalty: 2669.260986
	Iteration 21Q: 3 clusters Score -444040.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -444052.250000 Penalty: 2669.260986
	Iteration 22Q: 3 clusters Score -444052.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -444058.968750 Penalty: 2669.260986
	Iteration 23Q: 3 clusters Score -444059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -444065.718750 Penalty: 2669.260986
	Iteration 24Q: 3 clusters Score -444065.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -444069.250000 Penalty: 2669.260986
	Iteration 25Q: 3 clusters Score -444069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -444072.750000 Penalty: 2669.260986
	Iteration 26Q: 3 clusters Score -444072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -444074.968750 Penalty: 2669.260986
	Iteration 27Q: 3 clusters Score -444075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -444076.656250 Penalty: 2669.260986
	Iteration 28Q: 3 clusters Score -444076.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -444078.406250 Penalty: 2669.260986
	Iteration 29Q: 3 clusters Score -444078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -444079.968750 Penalty: 2669.260986
	Iteration 30Q: 3 clusters Score -444080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -444082.000000 Penalty: 2669.260986
	Iteration 31Q: 3 clusters Score -444082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -444084.687500 Penalty: 2669.260986
	Iteration 32Q: 3 clusters Score -444084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -444087.906250 Penalty: 2669.260986
	Iteration 33Q: 3 clusters Score -444087.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -444090.937500 Penalty: 2669.260986
	Iteration 34Q: 3 clusters Score -444090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -444094.468750 Penalty: 2669.260986
	Iteration 35Q: 3 clusters Score -444094.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -444096.625000 Penalty: 2669.260986
	Iteration 36Q: 3 clusters Score -444096.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -444099.375000 Penalty: 2669.260986
	Iteration 37Q: 3 clusters Score -444099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -444100.656250 Penalty: 2669.260986
	Iteration 38Q: 3 clusters Score -444100.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -444104.093750 Penalty: 2669.260986
	Iteration 39Q: 3 clusters Score -444104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -444107.656250 Penalty: 2669.260986
	Iteration 40F: 3 clusters Score -444107.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -444114.187500 Penalty: 2669.260986
	Iteration 41Q: 3 clusters Score -444114.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -444121.656250 Penalty: 2669.260986
	Iteration 42Q: 3 clusters Score -444121.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -444127.218750 Penalty: 2669.260986
	Iteration 43Q: 3 clusters Score -444127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -444128.687500 Penalty: 2669.260986
	Iteration 44Q: 3 clusters Score -444128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -444129.562500 Penalty: 2669.260986
	Iteration 45Q: 3 clusters Score -444129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -444131.250000 Penalty: 2669.260986
	Iteration 46Q: 3 clusters Score -444131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -444131.875000 Penalty: 2669.260986
	Iteration 47Q: 3 clusters Score -444131.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -444131.875000 Penalty: 2669.260986
	Iteration 48F: 3 clusters Score -444131.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Entering Unmasked Estep 
Score: -4008642.750000 Penalty: 1686.386597
	Iteration 0F: 2 clusters Score -4008643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3987199.500000 Penalty: 3372.773193
	Iteration 0F: 3 clusters Score -3987200 nChanged 14846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3995344.500000 Penalty: 3372.773193
	Iteration 1F: 3 clusters Score -3995344 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3995782.750000 Penalty: 3372.773193
	Iteration 2Q: 3 clusters Score -3995783 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3996153.500000 Penalty: 3372.773193
	Iteration 3Q: 3 clusters Score -3996154 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -3996444.000000 Penalty: 3372.773193
	Iteration 4Q: 3 clusters Score -3996444 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3996744.250000 Penalty: 3372.773193
	Iteration 5Q: 3 clusters Score -3996744 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3997014.750000 Penalty: 3372.773193
	Iteration 6Q: 3 clusters Score -3997015 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3997383.000000 Penalty: 3372.773193
	Iteration 7Q: 3 clusters Score -3997383 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -3997850.750000 Penalty: 3372.773193
	Iteration 8Q: 3 clusters Score -3997851 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3998572.500000 Penalty: 3372.773193
	Iteration 9Q: 3 clusters Score -3998572 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -3999724.750000 Penalty: 3372.773193
	Iteration 10F: 3 clusters Score -3999725 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -4001228.250000 Penalty: 3372.773193
	Iteration 11F: 3 clusters Score -4001228 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -4002995.750000 Penalty: 3372.773193
	Iteration 12F: 3 clusters Score -4002996 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4004544.000000 Penalty: 3372.773193
	Iteration 13F: 3 clusters Score -4004544 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4005700.250000 Penalty: 3372.773193
	Iteration 14Q: 3 clusters Score -4005700 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4006429.250000 Penalty: 3372.773193
	Iteration 15Q: 3 clusters Score -4006429 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4006828.750000 Penalty: 3372.773193
	Iteration 16Q: 3 clusters Score -4006829 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4006997.750000 Penalty: 3372.773193
	Iteration 17Q: 3 clusters Score -4006998 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4007093.250000 Penalty: 3372.773193
	Iteration 18Q: 3 clusters Score -4007093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4007136.000000 Penalty: 3372.773193
	Iteration 19Q: 3 clusters Score -4007136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4007154.250000 Penalty: 3372.773193
	Iteration 20F: 3 clusters Score -4007154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4007162.000000 Penalty: 3372.773193
	Iteration 21Q: 3 clusters Score -4007162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4007180.000000 Penalty: 3372.773193
	Iteration 22Q: 3 clusters Score -4007180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4007190.250000 Penalty: 3372.773193
	Iteration 23Q: 3 clusters Score -4007190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4007198.500000 Penalty: 3372.773193
	Iteration 24Q: 3 clusters Score -4007198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4007205.000000 Penalty: 3372.773193
	Iteration 25Q: 3 clusters Score -4007205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4007212.500000 Penalty: 3372.773193
	Iteration 26Q: 3 clusters Score -4007212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4007215.750000 Penalty: 3372.773193
	Iteration 27Q: 3 clusters Score -4007216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4007215.250000 Penalty: 3372.773193
	Iteration 28Q: 3 clusters Score -4007215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4007215.250000 Penalty: 3372.773193
	Iteration 29F: 3 clusters Score -4007215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (71689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Entering Unmasked Estep 
Score: -8933831.000000 Penalty: 1816.765137
	Iteration 0F: 2 clusters Score -8933831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -8888026.000000 Penalty: 3633.530273
	Iteration 0F: 3 clusters Score -8888026 nChanged 34026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -8907510.000000 Penalty: 3633.530273
	Iteration 1F: 3 clusters Score -8907510 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -8908080.000000 Penalty: 3633.530273
	Iteration 2Q: 3 clusters Score -8908080 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -8908701.000000 Penalty: 3633.530273
	Iteration 3Q: 3 clusters Score -8908701 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -8909476.000000 Penalty: 3633.530273
	Iteration 4Q: 3 clusters Score -8909476 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -8910574.000000 Penalty: 3633.530273
	Iteration 5Q: 3 clusters Score -8910574 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -8912510.000000 Penalty: 3633.530273
	Iteration 6Q: 3 clusters Score -8912510 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -8915261.000000 Penalty: 3633.530273
	Iteration 7F: 3 clusters Score -8915261 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -8918735.000000 Penalty: 3633.530273
	Iteration 8F: 3 clusters Score -8918735 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -8921561.000000 Penalty: 3633.530273
	Iteration 9F: 3 clusters Score -8921561 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -8923114.000000 Penalty: 3633.530273
	Iteration 10Q: 3 clusters Score -8923114 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -8923818.000000 Penalty: 3633.530273
	Iteration 11Q: 3 clusters Score -8923818 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -8924245.000000 Penalty: 3633.530273
	Iteration 12Q: 3 clusters Score -8924245 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -8924772.000000 Penalty: 3633.530273
	Iteration 13Q: 3 clusters Score -8924772 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -8925237.000000 Penalty: 3633.530273
	Iteration 14Q: 3 clusters Score -8925237 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -8925685.000000 Penalty: 3633.530273
	Iteration 15Q: 3 clusters Score -8925685 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -8926100.000000 Penalty: 3633.530273
	Iteration 16Q: 3 clusters Score -8926100 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -8926572.000000 Penalty: 3633.530273
	Iteration 17Q: 3 clusters Score -8926572 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -8927045.000000 Penalty: 3633.530273
	Iteration 18Q: 3 clusters Score -8927045 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62020 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -8927647.000000 Penalty: 3633.530273
	Iteration 19Q: 3 clusters Score -8927647 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -8928231.000000 Penalty: 3633.530273
	Iteration 20F: 3 clusters Score -8928231 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -8928837.000000 Penalty: 3633.530273
	Iteration 21Q: 3 clusters Score -8928837 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -8929464.000000 Penalty: 3633.530273
	Iteration 22Q: 3 clusters Score -8929464 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -8930044.000000 Penalty: 3633.530273
	Iteration 23Q: 3 clusters Score -8930044 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -8930582.000000 Penalty: 3633.530273
	Iteration 24Q: 3 clusters Score -8930582 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -8931006.000000 Penalty: 3633.530273
	Iteration 25Q: 3 clusters Score -8931006 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8931333.000000 Penalty: 3633.530273
	Iteration 26Q: 3 clusters Score -8931333 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8931634.000000 Penalty: 3633.530273
	Iteration 27Q: 3 clusters Score -8931634 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8931832.000000 Penalty: 3633.530273
	Iteration 28Q: 3 clusters Score -8931832 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70525 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8931968.000000 Penalty: 3633.530273
	Iteration 29Q: 3 clusters Score -8931968 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8932068.000000 Penalty: 3633.530273
	Iteration 30Q: 3 clusters Score -8932068 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8932166.000000 Penalty: 3633.530273
	Iteration 31Q: 3 clusters Score -8932166 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8932242.000000 Penalty: 3633.530273
	Iteration 32Q: 3 clusters Score -8932242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8932285.000000 Penalty: 3633.530273
	Iteration 33Q: 3 clusters Score -8932285 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8932313.000000 Penalty: 3633.530273
	Iteration 34Q: 3 clusters Score -8932313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8932335.000000 Penalty: 3633.530273
	Iteration 35Q: 3 clusters Score -8932335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8932358.000000 Penalty: 3633.530273
	Iteration 36Q: 3 clusters Score -8932358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8932367.000000 Penalty: 3633.530273
	Iteration 37Q: 3 clusters Score -8932367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8932378.000000 Penalty: 3633.530273
	Iteration 38Q: 3 clusters Score -8932378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8932383.000000 Penalty: 3633.530273
	Iteration 39Q: 3 clusters Score -8932383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8932387.000000 Penalty: 3633.530273
	Iteration 40F: 3 clusters Score -8932387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8932389.000000 Penalty: 3633.530273
	Iteration 41Q: 3 clusters Score -8932389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8932391.000000 Penalty: 3633.530273
	Iteration 42Q: 3 clusters Score -8932391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71166 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8932412.000000 Penalty: 3633.530273
	Iteration 43Q: 3 clusters Score -8932412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8932419.000000 Penalty: 3633.530273
	Iteration 44Q: 3 clusters Score -8932419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8932426.000000 Penalty: 3633.530273
	Iteration 45Q: 3 clusters Score -8932426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8932428.000000 Penalty: 3633.530273
	Iteration 46Q: 3 clusters Score -8932428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8932420.000000 Penalty: 3633.530273
	Iteration 47Q: 3 clusters Score -8932420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8932424.000000 Penalty: 3633.530273
	Iteration 48Q: 3 clusters Score -8932424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8932426.000000 Penalty: 3633.530273
	Iteration 49Q: 3 clusters Score -8932426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71208 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8932427.000000 Penalty: 3633.530273
	Iteration 50Q: 3 clusters Score -8932427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8932424.000000 Penalty: 3633.530273
	Iteration 51Q: 3 clusters Score -8932424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8932424.000000 Penalty: 3633.530273
	Iteration 52F: 3 clusters Score -8932424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Entering Unmasked Estep 
Score: -9064384.000000 Penalty: 1819.634277
	Iteration 0F: 2 clusters Score -9064384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -9018166.000000 Penalty: 3639.268555
	Iteration 0F: 3 clusters Score -9018166 nChanged 34740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -9038607.000000 Penalty: 3639.268555
	Iteration 1F: 3 clusters Score -9038607 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -9039673.000000 Penalty: 3639.268555
	Iteration 2Q: 3 clusters Score -9039673 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -9040882.000000 Penalty: 3639.268555
	Iteration 3Q: 3 clusters Score -9040882 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -9042406.000000 Penalty: 3639.268555
	Iteration 4Q: 3 clusters Score -9042406 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -9044367.000000 Penalty: 3639.268555
	Iteration 5F: 3 clusters Score -9044367 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -9047056.000000 Penalty: 3639.268555
	Iteration 6F: 3 clusters Score -9047056 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -9050464.000000 Penalty: 3639.268555
	Iteration 7F: 3 clusters Score -9050464 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -9053691.000000 Penalty: 3639.268555
	Iteration 8F: 3 clusters Score -9053691 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -9055346.000000 Penalty: 3639.268555
	Iteration 9Q: 3 clusters Score -9055346 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -9056146.000000 Penalty: 3639.268555
	Iteration 10Q: 3 clusters Score -9056146 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -9056646.000000 Penalty: 3639.268555
	Iteration 11Q: 3 clusters Score -9056646 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -9056989.000000 Penalty: 3639.268555
	Iteration 12Q: 3 clusters Score -9056989 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -9057304.000000 Penalty: 3639.268555
	Iteration 13Q: 3 clusters Score -9057304 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -9057644.000000 Penalty: 3639.268555
	Iteration 14Q: 3 clusters Score -9057644 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -9057918.000000 Penalty: 3639.268555
	Iteration 15Q: 3 clusters Score -9057918 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -9058218.000000 Penalty: 3639.268555
	Iteration 16Q: 3 clusters Score -9058218 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -9058481.000000 Penalty: 3639.268555
	Iteration 17Q: 3 clusters Score -9058481 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -9058703.000000 Penalty: 3639.268555
	Iteration 18Q: 3 clusters Score -9058703 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -9058873.000000 Penalty: 3639.268555
	Iteration 19Q: 3 clusters Score -9058873 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -9059031.000000 Penalty: 3639.268555
	Iteration 20F: 3 clusters Score -9059031 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -9059173.000000 Penalty: 3639.268555
	Iteration 21Q: 3 clusters Score -9059173 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -9059299.000000 Penalty: 3639.268555
	Iteration 22Q: 3 clusters Score -9059299 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -9059358.000000 Penalty: 3639.268555
	Iteration 23Q: 3 clusters Score -9059358 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -9059426.000000 Penalty: 3639.268555
	Iteration 24Q: 3 clusters Score -9059426 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -9059502.000000 Penalty: 3639.268555
	Iteration 25Q: 3 clusters Score -9059502 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -9059568.000000 Penalty: 3639.268555
	Iteration 26Q: 3 clusters Score -9059568 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -9059617.000000 Penalty: 3639.268555
	Iteration 27Q: 3 clusters Score -9059617 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -9059697.000000 Penalty: 3639.268555
	Iteration 28Q: 3 clusters Score -9059697 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -9059749.000000 Penalty: 3639.268555
	Iteration 29Q: 3 clusters Score -9059749 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -9059763.000000 Penalty: 3639.268555
	Iteration 30Q: 3 clusters Score -9059763 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -9059810.000000 Penalty: 3639.268555
	Iteration 31Q: 3 clusters Score -9059810 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -9059827.000000 Penalty: 3639.268555
	Iteration 32Q: 3 clusters Score -9059827 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -9059875.000000 Penalty: 3639.268555
	Iteration 33Q: 3 clusters Score -9059875 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -9059918.000000 Penalty: 3639.268555
	Iteration 34Q: 3 clusters Score -9059918 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -9059957.000000 Penalty: 3639.268555
	Iteration 35Q: 3 clusters Score -9059957 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -9059985.000000 Penalty: 3639.268555
	Iteration 36Q: 3 clusters Score -9059985 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -9059976.000000 Penalty: 3639.268555
	Iteration 37Q: 3 clusters Score -9059976 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -9060017.000000 Penalty: 3639.268555
	Iteration 38Q: 3 clusters Score -9060017 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -9060053.000000 Penalty: 3639.268555
	Iteration 39Q: 3 clusters Score -9060053 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -9060079.000000 Penalty: 3639.268555
	Iteration 40F: 3 clusters Score -9060079 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -9060107.000000 Penalty: 3639.268555
	Iteration 41Q: 3 clusters Score -9060107 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -9060154.000000 Penalty: 3639.268555
	Iteration 42Q: 3 clusters Score -9060154 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -9060180.000000 Penalty: 3639.268555
	Iteration 43Q: 3 clusters Score -9060180 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -9060227.000000 Penalty: 3639.268555
	Iteration 44Q: 3 clusters Score -9060227 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -9060294.000000 Penalty: 3639.268555
	Iteration 45Q: 3 clusters Score -9060294 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
Score: -9060305.000000 Penalty: 3639.268555
	Iteration 46Q: 3 clusters Score -9060305 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -9060340.000000 Penalty: 3639.268555
	Iteration 47Q: 3 clusters Score -9060340 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -9060383.000000 Penalty: 3639.268555
	Iteration 48Q: 3 clusters Score -9060383 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -9060434.000000 Penalty: 3639.268555
	Iteration 49Q: 3 clusters Score -9060434 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -9060468.000000 Penalty: 3639.268555
	Iteration 50Q: 3 clusters Score -9060468 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -9060526.000000 Penalty: 3639.268555
	Iteration 51Q: 3 clusters Score -9060526 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -9060577.000000 Penalty: 3639.268555
	Iteration 52Q: 3 clusters Score -9060577 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -9060559.000000 Penalty: 3639.268555
	Iteration 53Q: 3 clusters Score -9060559 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -9060621.000000 Penalty: 3639.268555
	Iteration 54Q: 3 clusters Score -9060621 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -9060709.000000 Penalty: 3639.268555
	Iteration 55Q: 3 clusters Score -9060709 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -9060738.000000 Penalty: 3639.268555
	Iteration 56Q: 3 clusters Score -9060738 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -9060862.000000 Penalty: 3639.268555
	Iteration 57Q: 3 clusters Score -9060862 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -9060944.000000 Penalty: 3639.268555
	Iteration 58Q: 3 clusters Score -9060944 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -9061014.000000 Penalty: 3639.268555
	Iteration 59Q: 3 clusters Score -9061014 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -9061071.000000 Penalty: 3639.268555
	Iteration 60F: 3 clusters Score -9061071 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -9061185.000000 Penalty: 3639.268555
	Iteration 61Q: 3 clusters Score -9061185 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -9061290.000000 Penalty: 3639.268555
	Iteration 62Q: 3 clusters Score -9061290 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -9061401.000000 Penalty: 3639.268555
	Iteration 63Q: 3 clusters Score -9061401 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -9061506.000000 Penalty: 3639.268555
	Iteration 64Q: 3 clusters Score -9061506 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -9061672.000000 Penalty: 3639.268555
	Iteration 65Q: 3 clusters Score -9061672 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -9061749.000000 Penalty: 3639.268555
	Iteration 66Q: 3 clusters Score -9061749 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -9061840.000000 Penalty: 3639.268555
	Iteration 67Q: 3 clusters Score -9061840 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -9061912.000000 Penalty: 3639.268555
	Iteration 68Q: 3 clusters Score -9061912 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 66356 members 
Entering Unmasked Estep 
Score: -9062029.000000 Penalty: 3639.268555
	Iteration 69Q: 3 clusters Score -9062029 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
Score: -9062155.000000 Penalty: 3639.268555
	Iteration 70Q: 3 clusters Score -9062155 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -9062201.000000 Penalty: 3639.268555
	Iteration 71Q: 3 clusters Score -9062201 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -9062287.000000 Penalty: 3639.268555
	Iteration 72Q: 3 clusters Score -9062287 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -9062377.000000 Penalty: 3639.268555
	Iteration 73Q: 3 clusters Score -9062377 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -9062476.000000 Penalty: 3639.268555
	Iteration 74Q: 3 clusters Score -9062476 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -9062483.000000 Penalty: 3639.268555
	Iteration 75Q: 3 clusters Score -9062483 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -9062558.000000 Penalty: 3639.268555
	Iteration 76Q: 3 clusters Score -9062558 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -9062571.000000 Penalty: 3639.268555
	Iteration 77Q: 3 clusters Score -9062571 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -9062635.000000 Penalty: 3639.268555
	Iteration 78Q: 3 clusters Score -9062635 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -9062630.000000 Penalty: 3639.268555
	Iteration 79Q: 3 clusters Score -9062630 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -9062662.000000 Penalty: 3639.268555
	Iteration 80F: 3 clusters Score -9062662 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -9062675.000000 Penalty: 3639.268555
	Iteration 81Q: 3 clusters Score -9062675 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 69956 members 
Entering Unmasked Estep 
Score: -9062679.000000 Penalty: 3639.268555
	Iteration 82Q: 3 clusters Score -9062679 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 70090 members 
Entering Unmasked Estep 
Score: -9062707.000000 Penalty: 3639.268555
	Iteration 83Q: 3 clusters Score -9062707 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -9062713.000000 Penalty: 3639.268555
	Iteration 84Q: 3 clusters Score -9062713 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -9062715.000000 Penalty: 3639.268555
	Iteration 85Q: 3 clusters Score -9062715 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -9062748.000000 Penalty: 3639.268555
	Iteration 86Q: 3 clusters Score -9062748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -9062796.000000 Penalty: 3639.268555
	Iteration 87Q: 3 clusters Score -9062796 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -9062847.000000 Penalty: 3639.268555
	Iteration 88Q: 3 clusters Score -9062847 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 70745 members 
Entering Unmasked Estep 
Score: -9062865.000000 Penalty: 3639.268555
	Iteration 89Q: 3 clusters Score -9062865 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -9062880.000000 Penalty: 3639.268555
	Iteration 90Q: 3 clusters Score -9062880 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -9062877.000000 Penalty: 3639.268555
	Iteration 91Q: 3 clusters Score -9062877 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -9062870.000000 Penalty: 3639.268555
	Iteration 92Q: 3 clusters Score -9062870 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -9062889.000000 Penalty: 3639.268555
	Iteration 93Q: 3 clusters Score -9062889 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -9062903.000000 Penalty: 3639.268555
	Iteration 94Q: 3 clusters Score -9062903 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 71132 members 
Entering Unmasked Estep 
Score: -9062890.000000 Penalty: 3639.268555
	Iteration 95Q: 3 clusters Score -9062890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -9062908.000000 Penalty: 3639.268555
	Iteration 96Q: 3 clusters Score -9062908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 71250 members 
Entering Unmasked Estep 
Score: -9062923.000000 Penalty: 3639.268555
	Iteration 97Q: 3 clusters Score -9062923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -9062919.000000 Penalty: 3639.268555
	Iteration 98Q: 3 clusters Score -9062919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 71338 members 
Entering Unmasked Estep 
Score: -9062929.000000 Penalty: 3639.268555
	Iteration 99Q: 3 clusters Score -9062929 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 71384 members 
Entering Unmasked Estep 
Score: -9062952.000000 Penalty: 3639.268555
	Iteration 100F: 3 clusters Score -9062952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -9062966.000000 Penalty: 3639.268555
	Iteration 101Q: 3 clusters Score -9062966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -9062973.000000 Penalty: 3639.268555
	Iteration 102Q: 3 clusters Score -9062973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 71504 members 
Entering Unmasked Estep 
Score: -9062972.000000 Penalty: 3639.268555
	Iteration 103Q: 3 clusters Score -9062972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -9062983.000000 Penalty: 3639.268555
	Iteration 104Q: 3 clusters Score -9062983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -9062972.000000 Penalty: 3639.268555
	Iteration 105Q: 3 clusters Score -9062972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -9062980.000000 Penalty: 3639.268555
	Iteration 106Q: 3 clusters Score -9062980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 71587 members 
Entering Unmasked Estep 
Score: -9062993.000000 Penalty: 3639.268555
	Iteration 107Q: 3 clusters Score -9062993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 71598 members 
Entering Unmasked Estep 
Score: -9062981.000000 Penalty: 3639.268555
	Iteration 108Q: 3 clusters Score -9062981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -9062980.000000 Penalty: 3639.268555
	Iteration 109Q: 3 clusters Score -9062980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -9062985.000000 Penalty: 3639.268555
	Iteration 110Q: 3 clusters Score -9062985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 71627 members 
Entering Unmasked Estep 
Score: -9062989.000000 Penalty: 3639.268555
	Iteration 111Q: 3 clusters Score -9062989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -9062995.000000 Penalty: 3639.268555
	Iteration 112Q: 3 clusters Score -9062995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -9063001.000000 Penalty: 3639.268555
	Iteration 113Q: 3 clusters Score -9063001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -9063003.000000 Penalty: 3639.268555
	Iteration 114Q: 3 clusters Score -9063003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 71645 members 
Entering Unmasked Estep 
Score: -9063009.000000 Penalty: 3639.268555
	Iteration 115Q: 3 clusters Score -9063009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -9063002.000000 Penalty: 3639.268555
	Iteration 116Q: 3 clusters Score -9063002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -9062998.000000 Penalty: 3639.268555
	Iteration 117Q: 3 clusters Score -9062998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 71660 members 
Entering Unmasked Estep 
Score: -9063004.000000 Penalty: 3639.268555
	Iteration 118Q: 3 clusters Score -9063004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -9063006.000000 Penalty: 3639.268555
	Iteration 119Q: 3 clusters Score -9063006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -9063009.000000 Penalty: 3639.268555
	Iteration 120F: 3 clusters Score -9063009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -9063008.000000 Penalty: 3639.268555
	Iteration 121Q: 3 clusters Score -9063008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -9063013.000000 Penalty: 3639.268555
	Iteration 122Q: 3 clusters Score -9063013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -9063008.000000 Penalty: 3639.268555
	Iteration 123Q: 3 clusters Score -9063008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -9063007.000000 Penalty: 3639.268555
	Iteration 124Q: 3 clusters Score -9063007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -9063006.000000 Penalty: 3639.268555
	Iteration 125Q: 3 clusters Score -9063006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 71718 members 
Entering Unmasked Estep 
Score: -9063009.000000 Penalty: 3639.268555
	Iteration 126Q: 3 clusters Score -9063009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 71725 members 
Entering Unmasked Estep 
Score: -9063011.000000 Penalty: 3639.268555
	Iteration 127Q: 3 clusters Score -9063011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -9063009.000000 Penalty: 3639.268555
	Iteration 128Q: 3 clusters Score -9063009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -9063011.000000 Penalty: 3639.268555
	Iteration 129Q: 3 clusters Score -9063011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -9063017.000000 Penalty: 3639.268555
	Iteration 130Q: 3 clusters Score -9063017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -9063009.000000 Penalty: 3639.268555
	Iteration 131Q: 3 clusters Score -9063009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -9063022.000000 Penalty: 3639.268555
	Iteration 132Q: 3 clusters Score -9063022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -9063016.000000 Penalty: 3639.268555
	Iteration 133Q: 3 clusters Score -9063016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -9063019.000000 Penalty: 3639.268555
	Iteration 134Q: 3 clusters Score -9063019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -9063023.000000 Penalty: 3639.268555
	Iteration 135Q: 3 clusters Score -9063023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
Score: -9063028.000000 Penalty: 3639.268555
	Iteration 136Q: 3 clusters Score -9063028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 71779 members 
Entering Unmasked Estep 
Score: -9063029.000000 Penalty: 3639.268555
	Iteration 137Q: 3 clusters Score -9063029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 71782 members 
Entering Unmasked Estep 
Score: -9063023.000000 Penalty: 3639.268555
	Iteration 138Q: 3 clusters Score -9063023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -9063017.000000 Penalty: 3639.268555
	Iteration 139Q: 3 clusters Score -9063017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -9063017.000000 Penalty: 3639.268555
	Iteration 140F: 3 clusters Score -9063017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Entering Unmasked Estep 
Score: -1027774.000000 Penalty: 1462.438110
	Iteration 0F: 2 clusters Score -1027774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1021825.875000 Penalty: 2924.876221
	Iteration 0F: 3 clusters Score -1021826 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1023636.187500 Penalty: 2924.876221
	Iteration 1F: 3 clusters Score -1023636 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1023871.500000 Penalty: 2924.876221
	Iteration 2F: 3 clusters Score -1023872 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1024058.500000 Penalty: 2924.876221
	Iteration 3F: 3 clusters Score -1024058 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1024229.875000 Penalty: 2924.876221
	Iteration 4Q: 3 clusters Score -1024230 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1024424.750000 Penalty: 2924.876221
	Iteration 5Q: 3 clusters Score -1024425 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1024650.375000 Penalty: 2924.876221
	Iteration 6Q: 3 clusters Score -1024650 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1024917.062500 Penalty: 2924.876221
	Iteration 7Q: 3 clusters Score -1024917 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1025229.750000 Penalty: 2924.876221
	Iteration 8Q: 3 clusters Score -1025230 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1025531.000000 Penalty: 2924.876221
	Iteration 9Q: 3 clusters Score -1025531 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1025771.125000 Penalty: 2924.876221
	Iteration 10Q: 3 clusters Score -1025771 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1025956.875000 Penalty: 2924.876221
	Iteration 11Q: 3 clusters Score -1025957 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1026090.500000 Penalty: 2924.876221
	Iteration 12Q: 3 clusters Score -1026090 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1026224.000000 Penalty: 2924.876221
	Iteration 13Q: 3 clusters Score -1026224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1026312.687500 Penalty: 2924.876221
	Iteration 14Q: 3 clusters Score -1026313 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1026375.125000 Penalty: 2924.876221
	Iteration 15Q: 3 clusters Score -1026375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1026426.125000 Penalty: 2924.876221
	Iteration 16Q: 3 clusters Score -1026426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1026463.187500 Penalty: 2924.876221
	Iteration 17Q: 3 clusters Score -1026463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1026480.625000 Penalty: 2924.876221
	Iteration 18Q: 3 clusters Score -1026481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1026493.562500 Penalty: 2924.876221
	Iteration 19Q: 3 clusters Score -1026494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1026507.437500 Penalty: 2924.876221
	Iteration 20F: 3 clusters Score -1026507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1026509.750000 Penalty: 2924.876221
	Iteration 21Q: 3 clusters Score -1026510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1026514.750000 Penalty: 2924.876221
	Iteration 22Q: 3 clusters Score -1026515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1026522.812500 Penalty: 2924.876221
	Iteration 23Q: 3 clusters Score -1026523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1026527.125000 Penalty: 2924.876221
	Iteration 24Q: 3 clusters Score -1026527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1026528.437500 Penalty: 2924.876221
	Iteration 25Q: 3 clusters Score -1026528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1026528.437500 Penalty: 2924.876221
	Iteration 26F: 3 clusters Score -1026528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -394861.125000 Penalty: 1312.887573
	Iteration 0F: 2 clusters Score -394861.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -391968.625000 Penalty: 2625.775146
	Iteration 0F: 3 clusters Score -391968.6 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -392667.375000 Penalty: 2625.775146
	Iteration 1F: 3 clusters Score -392667.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -392812.843750 Penalty: 2625.775146
	Iteration 2F: 3 clusters Score -392812.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -392923.656250 Penalty: 2625.775146
	Iteration 3F: 3 clusters Score -392923.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -393012.812500 Penalty: 2625.775146
	Iteration 4Q: 3 clusters Score -393012.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -393086.656250 Penalty: 2625.775146
	Iteration 5Q: 3 clusters Score -393086.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -393150.062500 Penalty: 2625.775146
	Iteration 6Q: 3 clusters Score -393150.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -393206.093750 Penalty: 2625.775146
	Iteration 7Q: 3 clusters Score -393206.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -393268.437500 Penalty: 2625.775146
	Iteration 8Q: 3 clusters Score -393268.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -393345.187500 Penalty: 2625.775146
	Iteration 9Q: 3 clusters Score -393345.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -393424.062500 Penalty: 2625.775146
	Iteration 10Q: 3 clusters Score -393424.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -393484.750000 Penalty: 2625.775146
	Iteration 11Q: 3 clusters Score -393484.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -393536.500000 Penalty: 2625.775146
	Iteration 12Q: 3 clusters Score -393536.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -393571.250000 Penalty: 2625.775146
	Iteration 13Q: 3 clusters Score -393571.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -393603.937500 Penalty: 2625.775146
	Iteration 14Q: 3 clusters Score -393603.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -393635.906250 Penalty: 2625.775146
	Iteration 15Q: 3 clusters Score -393635.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -393662.937500 Penalty: 2625.775146
	Iteration 16Q: 3 clusters Score -393662.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -393680.593750 Penalty: 2625.775146
	Iteration 17Q: 3 clusters Score -393680.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -393694.031250 Penalty: 2625.775146
	Iteration 18Q: 3 clusters Score -393694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -393711.312500 Penalty: 2625.775146
	Iteration 19Q: 3 clusters Score -393711.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -393735.562500 Penalty: 2625.775146
	Iteration 20F: 3 clusters Score -393735.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -393756.906250 Penalty: 2625.775146
	Iteration 21Q: 3 clusters Score -393756.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -393773.625000 Penalty: 2625.775146
	Iteration 22Q: 3 clusters Score -393773.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -393788.562500 Penalty: 2625.775146
	Iteration 23Q: 3 clusters Score -393788.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -393800.562500 Penalty: 2625.775146
	Iteration 24Q: 3 clusters Score -393800.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -393818.125000 Penalty: 2625.775146
	Iteration 25Q: 3 clusters Score -393818.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -393841.031250 Penalty: 2625.775146
	Iteration 26Q: 3 clusters Score -393841 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -393883.000000 Penalty: 2625.775146
	Iteration 27Q: 3 clusters Score -393883 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -393937.187500 Penalty: 2625.775146
	Iteration 28Q: 3 clusters Score -393937.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -394039.531250 Penalty: 2625.775146
	Iteration 29Q: 3 clusters Score -394039.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -394181.281250 Penalty: 2625.775146
	Iteration 30Q: 3 clusters Score -394181.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -394327.937500 Penalty: 2625.775146
	Iteration 31Q: 3 clusters Score -394327.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -394455.343750 Penalty: 2625.775146
	Iteration 32Q: 3 clusters Score -394455.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -394531.125000 Penalty: 2625.775146
	Iteration 33Q: 3 clusters Score -394531.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -394582.875000 Penalty: 2625.775146
	Iteration 34Q: 3 clusters Score -394582.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -394606.687500 Penalty: 2625.775146
	Iteration 35Q: 3 clusters Score -394606.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -394623.968750 Penalty: 2625.775146
	Iteration 36Q: 3 clusters Score -394624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -394631.593750 Penalty: 2625.775146
	Iteration 37Q: 3 clusters Score -394631.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -394638.625000 Penalty: 2625.775146
	Iteration 38Q: 3 clusters Score -394638.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -394644.656250 Penalty: 2625.775146
	Iteration 39Q: 3 clusters Score -394644.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -394647.531250 Penalty: 2625.775146
	Iteration 40F: 3 clusters Score -394647.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -394649.343750 Penalty: 2625.775146
	Iteration 41Q: 3 clusters Score -394649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -394649.968750 Penalty: 2625.775146
	Iteration 42Q: 3 clusters Score -394650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -394650.125000 Penalty: 2625.775146
	Iteration 43Q: 3 clusters Score -394650.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -394650.406250 Penalty: 2625.775146
	Iteration 44Q: 3 clusters Score -394650.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -394650.250000 Penalty: 2625.775146
	Iteration 45Q: 3 clusters Score -394650.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -394650.250000 Penalty: 2625.775146
	Iteration 46F: 3 clusters Score -394650.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -438660.562500 Penalty: 1336.164917
	Iteration 0F: 2 clusters Score -438660.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -435541.468750 Penalty: 2672.329834
	Iteration 0F: 3 clusters Score -435541.5 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -436319.937500 Penalty: 2672.329834
	Iteration 1F: 3 clusters Score -436319.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -436445.250000 Penalty: 2672.329834
	Iteration 2F: 3 clusters Score -436445.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -436501.531250 Penalty: 2672.329834
	Iteration 3Q: 3 clusters Score -436501.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -436541.156250 Penalty: 2672.329834
	Iteration 4Q: 3 clusters Score -436541.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -436564.812500 Penalty: 2672.329834
	Iteration 5Q: 3 clusters Score -436564.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -436585.031250 Penalty: 2672.329834
	Iteration 6Q: 3 clusters Score -436585 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -436601.437500 Penalty: 2672.329834
	Iteration 7Q: 3 clusters Score -436601.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -436614.968750 Penalty: 2672.329834
	Iteration 8Q: 3 clusters Score -436615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -436627.531250 Penalty: 2672.329834
	Iteration 9Q: 3 clusters Score -436627.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -436635.343750 Penalty: 2672.329834
	Iteration 10Q: 3 clusters Score -436635.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -436641.281250 Penalty: 2672.329834
	Iteration 11Q: 3 clusters Score -436641.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -436645.625000 Penalty: 2672.329834
	Iteration 12Q: 3 clusters Score -436645.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -436648.031250 Penalty: 2672.329834
	Iteration 13Q: 3 clusters Score -436648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -436652.125000 Penalty: 2672.329834
	Iteration 14Q: 3 clusters Score -436652.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -436657.312500 Penalty: 2672.329834
	Iteration 15Q: 3 clusters Score -436657.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -436661.406250 Penalty: 2672.329834
	Iteration 16Q: 3 clusters Score -436661.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -436666.468750 Penalty: 2672.329834
	Iteration 17Q: 3 clusters Score -436666.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -436668.781250 Penalty: 2672.329834
	Iteration 18Q: 3 clusters Score -436668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -436671.375000 Penalty: 2672.329834
	Iteration 19Q: 3 clusters Score -436671.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -436672.281250 Penalty: 2672.329834
	Iteration 20F: 3 clusters Score -436672.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -436673.250000 Penalty: 2672.329834
	Iteration 21Q: 3 clusters Score -436673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -436674.375000 Penalty: 2672.329834
	Iteration 22Q: 3 clusters Score -436674.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -436675.562500 Penalty: 2672.329834
	Iteration 23Q: 3 clusters Score -436675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -436676.125000 Penalty: 2672.329834
	Iteration 24Q: 3 clusters Score -436676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -436676.718750 Penalty: 2672.329834
	Iteration 25Q: 3 clusters Score -436676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -436676.875000 Penalty: 2672.329834
	Iteration 26Q: 3 clusters Score -436676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -436676.500000 Penalty: 2672.329834
	Iteration 27Q: 3 clusters Score -436676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -436677.687500 Penalty: 2672.329834
	Iteration 28Q: 3 clusters Score -436677.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -436678.375000 Penalty: 2672.329834
	Iteration 29Q: 3 clusters Score -436678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -436680.500000 Penalty: 2672.329834
	Iteration 30Q: 3 clusters Score -436680.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -436681.718750 Penalty: 2672.329834
	Iteration 31Q: 3 clusters Score -436681.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -436684.250000 Penalty: 2672.329834
	Iteration 32Q: 3 clusters Score -436684.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -436686.187500 Penalty: 2672.329834
	Iteration 33Q: 3 clusters Score -436686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -436687.437500 Penalty: 2672.329834
	Iteration 34Q: 3 clusters Score -436687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -436687.687500 Penalty: 2672.329834
	Iteration 35Q: 3 clusters Score -436687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -436688.281250 Penalty: 2672.329834
	Iteration 36Q: 3 clusters Score -436688.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -436690.937500 Penalty: 2672.329834
	Iteration 37Q: 3 clusters Score -436690.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -436692.468750 Penalty: 2672.329834
	Iteration 38Q: 3 clusters Score -436692.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -436693.531250 Penalty: 2672.329834
	Iteration 39Q: 3 clusters Score -436693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -436692.906250 Penalty: 2672.329834
	Iteration 40F: 3 clusters Score -436692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -436694.218750 Penalty: 2672.329834
	Iteration 41Q: 3 clusters Score -436694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -436694.875000 Penalty: 2672.329834
	Iteration 42Q: 3 clusters Score -436694.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -436694.875000 Penalty: 2672.329834
	Iteration 43F: 3 clusters Score -436694.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -285177.375000 Penalty: 1272.573242
	Iteration 0F: 2 clusters Score -285177.4 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 1284 members 
Entering Unmasked Estep 
Score: -282768.406250 Penalty: 2545.146484
	Iteration 0F: 3 clusters Score -282768.4 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -283399.593750 Penalty: 2545.146484
	Iteration 1F: 3 clusters Score -283399.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -283580.750000 Penalty: 2545.146484
	Iteration 2F: 3 clusters Score -283580.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -283708.281250 Penalty: 2545.146484
	Iteration 3F: 3 clusters Score -283708.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -283822.031250 Penalty: 2545.146484
	Iteration 4F: 3 clusters Score -283822 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -283905.468750 Penalty: 2545.146484
	Iteration 5Q: 3 clusters Score -283905.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -283973.343750 Penalty: 2545.146484
	Iteration 6Q: 3 clusters Score -283973.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -284022.375000 Penalty: 2545.146484
	Iteration 7Q: 3 clusters Score -284022.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -284066.000000 Penalty: 2545.146484
	Iteration 8Q: 3 clusters Score -284066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -284101.750000 Penalty: 2545.146484
	Iteration 9Q: 3 clusters Score -284101.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -284149.593750 Penalty: 2545.146484
	Iteration 10Q: 3 clusters Score -284149.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -284198.812500 Penalty: 2545.146484
	Iteration 11Q: 3 clusters Score -284198.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -284252.062500 Penalty: 2545.146484
	Iteration 12Q: 3 clusters Score -284252.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -284308.000000 Penalty: 2545.146484
	Iteration 13Q: 3 clusters Score -284308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -284355.187500 Penalty: 2545.146484
	Iteration 14Q: 3 clusters Score -284355.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -284389.718750 Penalty: 2545.146484
	Iteration 15Q: 3 clusters Score -284389.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -284420.781250 Penalty: 2545.146484
	Iteration 16Q: 3 clusters Score -284420.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -284464.937500 Penalty: 2545.146484
	Iteration 17Q: 3 clusters Score -284464.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -284503.812500 Penalty: 2545.146484
	Iteration 18Q: 3 clusters Score -284503.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -284532.468750 Penalty: 2545.146484
	Iteration 19Q: 3 clusters Score -284532.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -284553.843750 Penalty: 2545.146484
	Iteration 20F: 3 clusters Score -284553.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -284575.812500 Penalty: 2545.146484
	Iteration 21Q: 3 clusters Score -284575.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -284588.500000 Penalty: 2545.146484
	Iteration 22Q: 3 clusters Score -284588.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -284597.062500 Penalty: 2545.146484
	Iteration 23Q: 3 clusters Score -284597.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -284607.312500 Penalty: 2545.146484
	Iteration 24Q: 3 clusters Score -284607.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -284622.156250 Penalty: 2545.146484
	Iteration 25Q: 3 clusters Score -284622.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -284639.468750 Penalty: 2545.146484
	Iteration 26Q: 3 clusters Score -284639.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -284648.562500 Penalty: 2545.146484
	Iteration 27Q: 3 clusters Score -284648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -284650.718750 Penalty: 2545.146484
	Iteration 28Q: 3 clusters Score -284650.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -284650.718750 Penalty: 2545.146484
	Iteration 29F: 3 clusters Score -284650.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -39686.492188 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -39686.49 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 194 members 
Entering Unmasked Estep 
Score: -38769.191406 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -38769.19 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39028.796875 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -39028.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39124.476562 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -39124.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39182.328125 Penalty: 1949.654419
	Iteration 3Q: 3 clusters Score -39182.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39226.160156 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -39226.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -39276.054688 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -39276.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39285.539062 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -39285.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -39294.675781 Penalty: 1949.654419
	Iteration 7Q: 3 clusters Score -39294.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39300.617188 Penalty: 1949.654419
	Iteration 8Q: 3 clusters Score -39300.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39302.082031 Penalty: 1949.654419
	Iteration 9Q: 3 clusters Score -39302.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39302.082031 Penalty: 1949.654419
	Iteration 10F: 3 clusters Score -39302.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Entering Unmasked Estep 
Score: -504516.906250 Penalty: 1350.721924
	Iteration 0F: 2 clusters Score -504516.9 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 2047 members 
Entering Unmasked Estep 
Score: -501138.312500 Penalty: 2701.443848
	Iteration 0F: 3 clusters Score -501138.3 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -502117.656250 Penalty: 2701.443848
	Iteration 1F: 3 clusters Score -502117.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -502315.375000 Penalty: 2701.443848
	Iteration 2F: 3 clusters Score -502315.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -502438.343750 Penalty: 2701.443848
	Iteration 3F: 3 clusters Score -502438.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -502531.531250 Penalty: 2701.443848
	Iteration 4Q: 3 clusters Score -502531.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -502604.125000 Penalty: 2701.443848
	Iteration 5Q: 3 clusters Score -502604.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -502650.906250 Penalty: 2701.443848
	Iteration 6Q: 3 clusters Score -502650.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -502691.156250 Penalty: 2701.443848
	Iteration 7Q: 3 clusters Score -502691.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -502738.656250 Penalty: 2701.443848
	Iteration 8Q: 3 clusters Score -502738.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -502779.125000 Penalty: 2701.443848
	Iteration 9Q: 3 clusters Score -502779.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -502816.593750 Penalty: 2701.443848
	Iteration 10Q: 3 clusters Score -502816.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -502867.125000 Penalty: 2701.443848
	Iteration 11Q: 3 clusters Score -502867.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -502901.531250 Penalty: 2701.443848
	Iteration 12Q: 3 clusters Score -502901.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -502928.156250 Penalty: 2701.443848
	Iteration 13Q: 3 clusters Score -502928.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -502950.781250 Penalty: 2701.443848
	Iteration 14Q: 3 clusters Score -502950.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -502971.312500 Penalty: 2701.443848
	Iteration 15Q: 3 clusters Score -502971.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -502990.656250 Penalty: 2701.443848
	Iteration 16Q: 3 clusters Score -502990.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -503008.156250 Penalty: 2701.443848
	Iteration 17Q: 3 clusters Score -503008.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -503027.093750 Penalty: 2701.443848
	Iteration 18Q: 3 clusters Score -503027.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -503042.562500 Penalty: 2701.443848
	Iteration 19Q: 3 clusters Score -503042.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -503059.437500 Penalty: 2701.443848
	Iteration 20F: 3 clusters Score -503059.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -503067.687500 Penalty: 2701.443848
	Iteration 21Q: 3 clusters Score -503067.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -503071.531250 Penalty: 2701.443848
	Iteration 22Q: 3 clusters Score -503071.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -503075.406250 Penalty: 2701.443848
	Iteration 23Q: 3 clusters Score -503075.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -503078.250000 Penalty: 2701.443848
	Iteration 24Q: 3 clusters Score -503078.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -503081.500000 Penalty: 2701.443848
	Iteration 25Q: 3 clusters Score -503081.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -503084.843750 Penalty: 2701.443848
	Iteration 26Q: 3 clusters Score -503084.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -503086.812500 Penalty: 2701.443848
	Iteration 27Q: 3 clusters Score -503086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -503088.687500 Penalty: 2701.443848
	Iteration 28Q: 3 clusters Score -503088.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -503090.156250 Penalty: 2701.443848
	Iteration 29Q: 3 clusters Score -503090.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -503092.812500 Penalty: 2701.443848
	Iteration 30Q: 3 clusters Score -503092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -503094.656250 Penalty: 2701.443848
	Iteration 31Q: 3 clusters Score -503094.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -503098.125000 Penalty: 2701.443848
	Iteration 32Q: 3 clusters Score -503098.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -503100.218750 Penalty: 2701.443848
	Iteration 33Q: 3 clusters Score -503100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -503101.687500 Penalty: 2701.443848
	Iteration 34Q: 3 clusters Score -503101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -503101.187500 Penalty: 2701.443848
	Iteration 35Q: 3 clusters Score -503101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -503101.656250 Penalty: 2701.443848
	Iteration 36Q: 3 clusters Score -503101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -503100.937500 Penalty: 2701.443848
	Iteration 37Q: 3 clusters Score -503100.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -503100.937500 Penalty: 2701.443848
	Iteration 38F: 3 clusters Score -503100.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Entering Unmasked Estep 
Score: -2485702.750000 Penalty: 1609.227295
	Iteration 0F: 2 clusters Score -2485703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2472182.500000 Penalty: 3218.454590
	Iteration 0F: 3 clusters Score -2472182 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2477128.750000 Penalty: 3218.454590
	Iteration 1F: 3 clusters Score -2477129 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2477483.750000 Penalty: 3218.454590
	Iteration 2F: 3 clusters Score -2477484 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2477865.250000 Penalty: 3218.454590
	Iteration 3Q: 3 clusters Score -2477865 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2478295.750000 Penalty: 3218.454590
	Iteration 4Q: 3 clusters Score -2478296 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2478891.500000 Penalty: 3218.454590
	Iteration 5F: 3 clusters Score -2478892 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2479647.500000 Penalty: 3218.454590
	Iteration 6F: 3 clusters Score -2479648 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2480563.500000 Penalty: 3218.454590
	Iteration 7F: 3 clusters Score -2480564 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2481593.000000 Penalty: 3218.454590
	Iteration 8F: 3 clusters Score -2481593 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2482542.250000 Penalty: 3218.454590
	Iteration 9F: 3 clusters Score -2482542 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2483291.500000 Penalty: 3218.454590
	Iteration 10Q: 3 clusters Score -2483292 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2483756.750000 Penalty: 3218.454590
	Iteration 11Q: 3 clusters Score -2483757 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2483997.750000 Penalty: 3218.454590
	Iteration 12Q: 3 clusters Score -2483998 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2484150.750000 Penalty: 3218.454590
	Iteration 13Q: 3 clusters Score -2484151 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2484220.000000 Penalty: 3218.454590
	Iteration 14Q: 3 clusters Score -2484220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2484273.750000 Penalty: 3218.454590
	Iteration 15Q: 3 clusters Score -2484274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2484311.500000 Penalty: 3218.454590
	Iteration 16Q: 3 clusters Score -2484312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2484331.750000 Penalty: 3218.454590
	Iteration 17Q: 3 clusters Score -2484332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2484338.750000 Penalty: 3218.454590
	Iteration 18Q: 3 clusters Score -2484339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2484350.750000 Penalty: 3218.454590
	Iteration 19Q: 3 clusters Score -2484351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2484356.500000 Penalty: 3218.454590
	Iteration 20F: 3 clusters Score -2484356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2484359.250000 Penalty: 3218.454590
	Iteration 21Q: 3 clusters Score -2484359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2484359.000000 Penalty: 3218.454590
	Iteration 22Q: 3 clusters Score -2484359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2484359.750000 Penalty: 3218.454590
	Iteration 23Q: 3 clusters Score -2484360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2484360.250000 Penalty: 3218.454590
	Iteration 24Q: 3 clusters Score -2484360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2484359.000000 Penalty: 3218.454590
	Iteration 25Q: 3 clusters Score -2484359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2484359.000000 Penalty: 3218.454590
	Iteration 26F: 3 clusters Score -2484359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -13977.238281 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -13977.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13414.465820 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -13414.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13552.306641 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -13552.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13625.775391 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -13625.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13677.418945 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -13677.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13694.700195 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -13694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13698.433594 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -13698.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13699.956055 Penalty: 1676.692993
	Iteration 6Q: 3 clusters Score -13699.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13712.437500 Penalty: 1676.692993
	Iteration 7Q: 3 clusters Score -13712.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13713.242188 Penalty: 1676.692993
	Iteration 8Q: 3 clusters Score -13713.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13713.242188 Penalty: 1676.692993
	Iteration 9F: 3 clusters Score -13713.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Entering Unmasked Estep 
Score: -5683680.000000 Penalty: 1741.053223
	Iteration 0F: 2 clusters Score -5683680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -5653694.500000 Penalty: 3482.106445
	Iteration 0F: 3 clusters Score -5653694 nChanged 20926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -5665434.000000 Penalty: 3482.106445
	Iteration 1F: 3 clusters Score -5665434 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -5665842.500000 Penalty: 3482.106445
	Iteration 2Q: 3 clusters Score -5665842 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -5666198.500000 Penalty: 3482.106445
	Iteration 3Q: 3 clusters Score -5666198 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5666582.500000 Penalty: 3482.106445
	Iteration 4Q: 3 clusters Score -5666582 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -5666920.500000 Penalty: 3482.106445
	Iteration 5Q: 3 clusters Score -5666920 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -5667310.000000 Penalty: 3482.106445
	Iteration 6Q: 3 clusters Score -5667310 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -5667711.000000 Penalty: 3482.106445
	Iteration 7Q: 3 clusters Score -5667711 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -5668115.000000 Penalty: 3482.106445
	Iteration 8Q: 3 clusters Score -5668115 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -5668659.500000 Penalty: 3482.106445
	Iteration 9Q: 3 clusters Score -5668660 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -5669185.500000 Penalty: 3482.106445
	Iteration 10Q: 3 clusters Score -5669186 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -5669858.500000 Penalty: 3482.106445
	Iteration 11Q: 3 clusters Score -5669858 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -5670682.000000 Penalty: 3482.106445
	Iteration 12Q: 3 clusters Score -5670682 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -5671702.500000 Penalty: 3482.106445
	Iteration 13Q: 3 clusters Score -5671702 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -5672737.500000 Penalty: 3482.106445
	Iteration 14Q: 3 clusters Score -5672738 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -5673750.000000 Penalty: 3482.106445
	Iteration 15Q: 3 clusters Score -5673750 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -5674583.000000 Penalty: 3482.106445
	Iteration 16Q: 3 clusters Score -5674583 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -5675258.000000 Penalty: 3482.106445
	Iteration 17Q: 3 clusters Score -5675258 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -5675835.500000 Penalty: 3482.106445
	Iteration 18Q: 3 clusters Score -5675836 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -5676344.500000 Penalty: 3482.106445
	Iteration 19Q: 3 clusters Score -5676344 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -5676881.500000 Penalty: 3482.106445
	Iteration 20F: 3 clusters Score -5676882 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -5677489.000000 Penalty: 3482.106445
	Iteration 21Q: 3 clusters Score -5677489 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -5678097.500000 Penalty: 3482.106445
	Iteration 22Q: 3 clusters Score -5678098 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -5678749.000000 Penalty: 3482.106445
	Iteration 23Q: 3 clusters Score -5678749 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -5679372.000000 Penalty: 3482.106445
	Iteration 24Q: 3 clusters Score -5679372 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -5679978.500000 Penalty: 3482.106445
	Iteration 25Q: 3 clusters Score -5679978 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -5680460.000000 Penalty: 3482.106445
	Iteration 26Q: 3 clusters Score -5680460 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5680939.000000 Penalty: 3482.106445
	Iteration 27Q: 3 clusters Score -5680939 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5681428.500000 Penalty: 3482.106445
	Iteration 28Q: 3 clusters Score -5681428 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5681775.500000 Penalty: 3482.106445
	Iteration 29Q: 3 clusters Score -5681776 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5681983.500000 Penalty: 3482.106445
	Iteration 30Q: 3 clusters Score -5681984 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5682125.000000 Penalty: 3482.106445
	Iteration 31Q: 3 clusters Score -5682125 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5682223.000000 Penalty: 3482.106445
	Iteration 32Q: 3 clusters Score -5682223 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5682289.500000 Penalty: 3482.106445
	Iteration 33Q: 3 clusters Score -5682290 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5682332.500000 Penalty: 3482.106445
	Iteration 34Q: 3 clusters Score -5682332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5682349.000000 Penalty: 3482.106445
	Iteration 35Q: 3 clusters Score -5682349 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5682383.500000 Penalty: 3482.106445
	Iteration 36Q: 3 clusters Score -5682384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5682403.000000 Penalty: 3482.106445
	Iteration 37Q: 3 clusters Score -5682403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5682408.000000 Penalty: 3482.106445
	Iteration 38Q: 3 clusters Score -5682408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5682408.000000 Penalty: 3482.106445
	Iteration 39Q: 3 clusters Score -5682408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5682410.000000 Penalty: 3482.106445
	Iteration 40F: 3 clusters Score -5682410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5682412.000000 Penalty: 3482.106445
	Iteration 41Q: 3 clusters Score -5682412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5682423.000000 Penalty: 3482.106445
	Iteration 42Q: 3 clusters Score -5682423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5682417.000000 Penalty: 3482.106445
	Iteration 43Q: 3 clusters Score -5682417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5682419.500000 Penalty: 3482.106445
	Iteration 44Q: 3 clusters Score -5682420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5682420.500000 Penalty: 3482.106445
	Iteration 45Q: 3 clusters Score -5682420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5682420.500000 Penalty: 3482.106445
	Iteration 46F: 3 clusters Score -5682420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -1171797.750000 Penalty: 1484.292358
	Iteration 0F: 2 clusters Score -1171798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1165045.875000 Penalty: 2968.584717
	Iteration 0F: 3 clusters Score -1165046 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1167106.125000 Penalty: 2968.584717
	Iteration 1F: 3 clusters Score -1167106 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1167293.250000 Penalty: 2968.584717
	Iteration 2F: 3 clusters Score -1167293 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1167427.750000 Penalty: 2968.584717
	Iteration 3Q: 3 clusters Score -1167428 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1167533.125000 Penalty: 2968.584717
	Iteration 4Q: 3 clusters Score -1167533 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1167626.250000 Penalty: 2968.584717
	Iteration 5Q: 3 clusters Score -1167626 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1167711.000000 Penalty: 2968.584717
	Iteration 6Q: 3 clusters Score -1167711 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1167793.875000 Penalty: 2968.584717
	Iteration 7Q: 3 clusters Score -1167794 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1167883.750000 Penalty: 2968.584717
	Iteration 8Q: 3 clusters Score -1167884 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1167978.500000 Penalty: 2968.584717
	Iteration 9Q: 3 clusters Score -1167978 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1168113.375000 Penalty: 2968.584717
	Iteration 10Q: 3 clusters Score -1168113 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1168291.875000 Penalty: 2968.584717
	Iteration 11Q: 3 clusters Score -1168292 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1168529.375000 Penalty: 2968.584717
	Iteration 12Q: 3 clusters Score -1168529 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1168834.875000 Penalty: 2968.584717
	Iteration 13F: 3 clusters Score -1168835 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1169161.875000 Penalty: 2968.584717
	Iteration 14F: 3 clusters Score -1169162 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1169465.750000 Penalty: 2968.584717
	Iteration 15Q: 3 clusters Score -1169466 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1169738.375000 Penalty: 2968.584717
	Iteration 16Q: 3 clusters Score -1169738 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1169931.500000 Penalty: 2968.584717
	Iteration 17Q: 3 clusters Score -1169932 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1170095.625000 Penalty: 2968.584717
	Iteration 18Q: 3 clusters Score -1170096 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1170226.500000 Penalty: 2968.584717
	Iteration 19Q: 3 clusters Score -1170226 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1170306.500000 Penalty: 2968.584717
	Iteration 20F: 3 clusters Score -1170306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1170360.500000 Penalty: 2968.584717
	Iteration 21Q: 3 clusters Score -1170360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1170393.000000 Penalty: 2968.584717
	Iteration 22Q: 3 clusters Score -1170393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1170409.625000 Penalty: 2968.584717
	Iteration 23Q: 3 clusters Score -1170410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1170429.750000 Penalty: 2968.584717
	Iteration 24Q: 3 clusters Score -1170430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1170442.000000 Penalty: 2968.584717
	Iteration 25Q: 3 clusters Score -1170442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1170450.875000 Penalty: 2968.584717
	Iteration 26Q: 3 clusters Score -1170451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1170464.750000 Penalty: 2968.584717
	Iteration 27Q: 3 clusters Score -1170465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1170476.000000 Penalty: 2968.584717
	Iteration 28Q: 3 clusters Score -1170476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1170481.875000 Penalty: 2968.584717
	Iteration 29Q: 3 clusters Score -1170482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1170493.500000 Penalty: 2968.584717
	Iteration 30Q: 3 clusters Score -1170494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1170499.875000 Penalty: 2968.584717
	Iteration 31Q: 3 clusters Score -1170500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1170510.500000 Penalty: 2968.584717
	Iteration 32Q: 3 clusters Score -1170510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1170512.500000 Penalty: 2968.584717
	Iteration 33Q: 3 clusters Score -1170512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1170516.750000 Penalty: 2968.584717
	Iteration 34Q: 3 clusters Score -1170517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1170515.375000 Penalty: 2968.584717
	Iteration 35Q: 3 clusters Score -1170515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1170515.500000 Penalty: 2968.584717
	Iteration 36Q: 3 clusters Score -1170516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1170519.375000 Penalty: 2968.584717
	Iteration 37Q: 3 clusters Score -1170519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1170519.000000 Penalty: 2968.584717
	Iteration 38Q: 3 clusters Score -1170519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1170521.000000 Penalty: 2968.584717
	Iteration 39Q: 3 clusters Score -1170521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1170523.625000 Penalty: 2968.584717
	Iteration 40F: 3 clusters Score -1170524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1170523.750000 Penalty: 2968.584717
	Iteration 41Q: 3 clusters Score -1170524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1170523.750000 Penalty: 2968.584717
	Iteration 42F: 3 clusters Score -1170524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Entering Unmasked Estep 
Score: -448168.187500 Penalty: 1331.067749
	Iteration 0F: 2 clusters Score -448168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -445047.843750 Penalty: 2662.135498
	Iteration 0F: 3 clusters Score -445047.8 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -445823.343750 Penalty: 2662.135498
	Iteration 1F: 3 clusters Score -445823.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -445956.250000 Penalty: 2662.135498
	Iteration 2F: 3 clusters Score -445956.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -446043.687500 Penalty: 2662.135498
	Iteration 3Q: 3 clusters Score -446043.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -446118.812500 Penalty: 2662.135498
	Iteration 4Q: 3 clusters Score -446118.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -446182.531250 Penalty: 2662.135498
	Iteration 5Q: 3 clusters Score -446182.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -446223.812500 Penalty: 2662.135498
	Iteration 6Q: 3 clusters Score -446223.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -446257.687500 Penalty: 2662.135498
	Iteration 7Q: 3 clusters Score -446257.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -446295.750000 Penalty: 2662.135498
	Iteration 8Q: 3 clusters Score -446295.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -446342.031250 Penalty: 2662.135498
	Iteration 9Q: 3 clusters Score -446342 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -446389.687500 Penalty: 2662.135498
	Iteration 10Q: 3 clusters Score -446389.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -446425.031250 Penalty: 2662.135498
	Iteration 11Q: 3 clusters Score -446425 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -446464.156250 Penalty: 2662.135498
	Iteration 12Q: 3 clusters Score -446464.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -446510.875000 Penalty: 2662.135498
	Iteration 13Q: 3 clusters Score -446510.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -446566.812500 Penalty: 2662.135498
	Iteration 14Q: 3 clusters Score -446566.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -446628.593750 Penalty: 2662.135498
	Iteration 15Q: 3 clusters Score -446628.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -446691.156250 Penalty: 2662.135498
	Iteration 16Q: 3 clusters Score -446691.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -446742.812500 Penalty: 2662.135498
	Iteration 17Q: 3 clusters Score -446742.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -446786.281250 Penalty: 2662.135498
	Iteration 18Q: 3 clusters Score -446786.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -446829.343750 Penalty: 2662.135498
	Iteration 19Q: 3 clusters Score -446829.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -446868.218750 Penalty: 2662.135498
	Iteration 20F: 3 clusters Score -446868.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -446894.437500 Penalty: 2662.135498
	Iteration 21Q: 3 clusters Score -446894.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -446905.937500 Penalty: 2662.135498
	Iteration 22Q: 3 clusters Score -446905.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -446914.906250 Penalty: 2662.135498
	Iteration 23Q: 3 clusters Score -446914.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -446920.343750 Penalty: 2662.135498
	Iteration 24Q: 3 clusters Score -446920.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -446928.187500 Penalty: 2662.135498
	Iteration 25Q: 3 clusters Score -446928.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -446935.531250 Penalty: 2662.135498
	Iteration 26Q: 3 clusters Score -446935.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -446944.250000 Penalty: 2662.135498
	Iteration 27Q: 3 clusters Score -446944.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -446952.343750 Penalty: 2662.135498
	Iteration 28Q: 3 clusters Score -446952.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -446959.000000 Penalty: 2662.135498
	Iteration 29Q: 3 clusters Score -446959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -446974.500000 Penalty: 2662.135498
	Iteration 30Q: 3 clusters Score -446974.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -446984.750000 Penalty: 2662.135498
	Iteration 31Q: 3 clusters Score -446984.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -446998.875000 Penalty: 2662.135498
	Iteration 32Q: 3 clusters Score -446998.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -447009.875000 Penalty: 2662.135498
	Iteration 33Q: 3 clusters Score -447009.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -447018.281250 Penalty: 2662.135498
	Iteration 34Q: 3 clusters Score -447018.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -447028.156250 Penalty: 2662.135498
	Iteration 35Q: 3 clusters Score -447028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -447038.062500 Penalty: 2662.135498
	Iteration 36Q: 3 clusters Score -447038.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -447045.437500 Penalty: 2662.135498
	Iteration 37Q: 3 clusters Score -447045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -447048.906250 Penalty: 2662.135498
	Iteration 38Q: 3 clusters Score -447048.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -447052.937500 Penalty: 2662.135498
	Iteration 39Q: 3 clusters Score -447052.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -447055.281250 Penalty: 2662.135498
	Iteration 40F: 3 clusters Score -447055.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -447055.687500 Penalty: 2662.135498
	Iteration 41Q: 3 clusters Score -447055.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -447055.687500 Penalty: 2662.135498
	Iteration 42F: 3 clusters Score -447055.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 8119 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59889 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 84519 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 30257 members 
Mstep: Class 11 contains 7252 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32137 members 
Mstep: Class 14 contains 71689 members 
Mstep: Class 16 contains 72966 members 
Mstep: Class 17 contains 8100 members 
Mstep: Class 18 contains 3227 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4073 members 
Mstep: Class 23 contains 19989 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44989 members 
Mstep: Class 26 contains 9266 members 
Mstep: Class 27 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651048.000000 Penalty: 55564.910156
Iteration 199Q: 27 clusters Score -6.265105e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13997 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59871 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8052 members 
Mstep: Class 8 contains 84519 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 30277 members 
Mstep: Class 11 contains 7242 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32141 members 
Mstep: Class 14 contains 71680 members 
Mstep: Class 16 contains 72982 members 
Mstep: Class 17 contains 8109 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4069 members 
Mstep: Class 23 contains 19997 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44990 members 
Mstep: Class 26 contains 9266 members 
Mstep: Class 27 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651080.000000 Penalty: 55564.910156
Iteration 200F: 27 clusters Score -6.265108e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13991 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59852 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8055 members 
Mstep: Class 8 contains 84515 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30297 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32142 members 
Mstep: Class 14 contains 71668 members 
Mstep: Class 16 contains 73003 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3723 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4068 members 
Mstep: Class 23 contains 20003 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44990 members 
Mstep: Class 26 contains 9267 members 
Mstep: Class 27 contains 3608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650952.000000 Penalty: 55564.910156
Iteration 201Q: 27 clusters Score -6.265095e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13981 members 
Mstep: Class 3 contains 8118 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59822 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8057 members 
Mstep: Class 8 contains 84514 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30309 members 
Mstep: Class 11 contains 7223 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32143 members 
Mstep: Class 14 contains 71659 members 
Mstep: Class 16 contains 73041 members 
Mstep: Class 17 contains 8105 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3725 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4065 members 
Mstep: Class 23 contains 20010 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44990 members 
Mstep: Class 26 contains 9268 members 
Mstep: Class 27 contains 3608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651096.000000 Penalty: 55564.910156
Iteration 202Q: 27 clusters Score -6.26511e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13969 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59790 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8055 members 
Mstep: Class 8 contains 84511 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30324 members 
Mstep: Class 11 contains 7218 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32144 members 
Mstep: Class 14 contains 71653 members 
Mstep: Class 16 contains 73077 members 
Mstep: Class 17 contains 8110 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 3725 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4062 members 
Mstep: Class 23 contains 20019 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44988 members 
Mstep: Class 26 contains 9267 members 
Mstep: Class 27 contains 3608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651068.000000 Penalty: 55564.910156
Iteration 203Q: 27 clusters Score -6.265107e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13959 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59755 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8053 members 
Mstep: Class 8 contains 84515 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30340 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32148 members 
Mstep: Class 14 contains 71642 members 
Mstep: Class 16 contains 73109 members 
Mstep: Class 17 contains 8113 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 3725 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4062 members 
Mstep: Class 23 contains 20024 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44988 members 
Mstep: Class 26 contains 9263 members 
Mstep: Class 27 contains 3608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651088.000000 Penalty: 55564.910156
Iteration 204Q: 27 clusters Score -6.265109e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13958 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59733 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8050 members 
Mstep: Class 8 contains 84516 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30356 members 
Mstep: Class 11 contains 7204 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32155 members 
Mstep: Class 14 contains 71634 members 
Mstep: Class 16 contains 73131 members 
Mstep: Class 17 contains 8117 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 3725 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 20028 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44988 members 
Mstep: Class 26 contains 9256 members 
Mstep: Class 27 contains 3608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651072.000000 Penalty: 55564.910156
Iteration 205Q: 27 clusters Score -6.265107e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13950 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59709 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8047 members 
Mstep: Class 8 contains 84517 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30373 members 
Mstep: Class 11 contains 7195 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32159 members 
Mstep: Class 14 contains 71629 members 
Mstep: Class 16 contains 73155 members 
Mstep: Class 17 contains 8118 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 3725 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 20031 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44988 members 
Mstep: Class 26 contains 9252 members 
Mstep: Class 27 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651036.000000 Penalty: 55564.910156
Iteration 206Q: 27 clusters Score -6.265104e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13949 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59691 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 84514 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30380 members 
Mstep: Class 11 contains 7188 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32157 members 
Mstep: Class 14 contains 71622 members 
Mstep: Class 16 contains 73184 members 
Mstep: Class 17 contains 8120 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4060 members 
Mstep: Class 23 contains 20033 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44988 members 
Mstep: Class 26 contains 9253 members 
Mstep: Class 27 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651004.000000 Penalty: 55564.910156
Iteration 207Q: 27 clusters Score -6.2651e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13945 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59671 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 84509 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30397 members 
Mstep: Class 11 contains 7174 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32160 members 
Mstep: Class 14 contains 71619 members 
Mstep: Class 16 contains 73205 members 
Mstep: Class 17 contains 8122 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 20035 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44988 members 
Mstep: Class 26 contains 9257 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651100.000000 Penalty: 55564.910156
Iteration 208Q: 27 clusters Score -6.26511e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13946 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59650 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 84506 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 30419 members 
Mstep: Class 11 contains 7159 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32162 members 
Mstep: Class 14 contains 71616 members 
Mstep: Class 16 contains 73222 members 
Mstep: Class 17 contains 8121 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 20039 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44986 members 
Mstep: Class 26 contains 9254 members 
Mstep: Class 27 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651032.000000 Penalty: 55564.910156
Iteration 209Q: 27 clusters Score -6.265103e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13946 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59629 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 84504 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 30438 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32162 members 
Mstep: Class 14 contains 71611 members 
Mstep: Class 16 contains 73244 members 
Mstep: Class 17 contains 8122 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4062 members 
Mstep: Class 23 contains 20044 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44984 members 
Mstep: Class 26 contains 9253 members 
Mstep: Class 27 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651120.000000 Penalty: 55564.910156
Iteration 210Q: 27 clusters Score -6.265112e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13944 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59604 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 84501 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 30457 members 
Mstep: Class 11 contains 7124 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32163 members 
Mstep: Class 14 contains 71607 members 
Mstep: Class 16 contains 73273 members 
Mstep: Class 17 contains 8122 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 20048 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44985 members 
Mstep: Class 26 contains 9251 members 
Mstep: Class 27 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651148.000000 Penalty: 55564.910156
Iteration 211Q: 27 clusters Score -6.265115e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13947 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59582 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 84499 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30486 members 
Mstep: Class 11 contains 7108 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32164 members 
Mstep: Class 14 contains 71604 members 
Mstep: Class 16 contains 73288 members 
Mstep: Class 17 contains 8121 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4058 members 
Mstep: Class 23 contains 20054 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44985 members 
Mstep: Class 26 contains 9246 members 
Mstep: Class 27 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651168.000000 Penalty: 55564.910156
Iteration 212Q: 27 clusters Score -6.265117e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13946 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59568 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8045 members 
Mstep: Class 8 contains 84499 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30525 members 
Mstep: Class 11 contains 7082 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32165 members 
Mstep: Class 14 contains 71603 members 
Mstep: Class 16 contains 73296 members 
Mstep: Class 17 contains 8119 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4056 members 
Mstep: Class 23 contains 20058 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44984 members 
Mstep: Class 26 contains 9243 members 
Mstep: Class 27 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651172.000000 Penalty: 55564.910156
Iteration 213Q: 27 clusters Score -6.265117e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13938 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59559 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8045 members 
Mstep: Class 8 contains 84497 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 30563 members 
Mstep: Class 11 contains 7048 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32167 members 
Mstep: Class 14 contains 71605 members 
Mstep: Class 16 contains 73316 members 
Mstep: Class 17 contains 8119 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4051 members 
Mstep: Class 23 contains 20061 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44982 members 
Mstep: Class 26 contains 9237 members 
Mstep: Class 27 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651260.000000 Penalty: 55564.910156
Iteration 214Q: 27 clusters Score -6.265126e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13927 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59550 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8044 members 
Mstep: Class 8 contains 84492 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 30609 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32167 members 
Mstep: Class 14 contains 71608 members 
Mstep: Class 16 contains 73333 members 
Mstep: Class 17 contains 8120 members 
Mstep: Class 18 contains 3226 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4053 members 
Mstep: Class 23 contains 20061 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44982 members 
Mstep: Class 26 contains 9233 members 
Mstep: Class 27 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651300.000000 Penalty: 55564.910156
Iteration 215Q: 27 clusters Score -6.26513e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13921 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59537 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8044 members 
Mstep: Class 8 contains 84491 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30639 members 
Mstep: Class 11 contains 6986 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32166 members 
Mstep: Class 14 contains 71609 members 
Mstep: Class 16 contains 73349 members 
Mstep: Class 17 contains 8125 members 
Mstep: Class 18 contains 3225 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4056 members 
Mstep: Class 23 contains 20060 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44982 members 
Mstep: Class 26 contains 9228 members 
Mstep: Class 27 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651360.000000 Penalty: 55564.910156
Iteration 216Q: 27 clusters Score -6.265136e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13917 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59515 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8044 members 
Mstep: Class 8 contains 84491 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30648 members 
Mstep: Class 11 contains 6972 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32168 members 
Mstep: Class 14 contains 71608 members 
Mstep: Class 16 contains 73380 members 
Mstep: Class 17 contains 8131 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3723 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4057 members 
Mstep: Class 23 contains 20060 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44984 members 
Mstep: Class 26 contains 9223 members 
Mstep: Class 27 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651320.000000 Penalty: 55564.910156
Iteration 217Q: 27 clusters Score -6.265132e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13912 members 
Mstep: Class 3 contains 8110 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59498 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8044 members 
Mstep: Class 8 contains 84487 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 30669 members 
Mstep: Class 11 contains 6951 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32172 members 
Mstep: Class 14 contains 71606 members 
Mstep: Class 16 contains 73403 members 
Mstep: Class 17 contains 8137 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3723 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4059 members 
Mstep: Class 23 contains 20061 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44985 members 
Mstep: Class 26 contains 9216 members 
Mstep: Class 27 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651252.000000 Penalty: 55564.910156
Iteration 218Q: 27 clusters Score -6.265125e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13910 members 
Mstep: Class 3 contains 8109 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59487 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8044 members 
Mstep: Class 8 contains 84485 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30697 members 
Mstep: Class 11 contains 6932 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32172 members 
Mstep: Class 14 contains 71601 members 
Mstep: Class 16 contains 73421 members 
Mstep: Class 17 contains 8135 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3723 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4060 members 
Mstep: Class 23 contains 20059 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44983 members 
Mstep: Class 26 contains 9215 members 
Mstep: Class 27 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651312.000000 Penalty: 55564.910156
Iteration 219Q: 27 clusters Score -6.265131e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 8108 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59476 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8043 members 
Mstep: Class 8 contains 84486 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30721 members 
Mstep: Class 11 contains 6920 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32173 members 
Mstep: Class 14 contains 71598 members 
Mstep: Class 16 contains 73431 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3723 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 20061 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44981 members 
Mstep: Class 26 contains 9208 members 
Mstep: Class 27 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651288.000000 Penalty: 55564.910156
Iteration 220F: 27 clusters Score -6.265129e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 8108 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59469 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8042 members 
Mstep: Class 8 contains 84483 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30741 members 
Mstep: Class 11 contains 6901 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32176 members 
Mstep: Class 14 contains 71593 members 
Mstep: Class 16 contains 73445 members 
Mstep: Class 17 contains 8137 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3723 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 20064 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44980 members 
Mstep: Class 26 contains 9203 members 
Mstep: Class 27 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651264.000000 Penalty: 55564.910156
Iteration 221Q: 27 clusters Score -6.265126e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13906 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59459 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8042 members 
Mstep: Class 8 contains 84486 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 30752 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32184 members 
Mstep: Class 14 contains 71589 members 
Mstep: Class 16 contains 73459 members 
Mstep: Class 17 contains 8138 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44980 members 
Mstep: Class 26 contains 9192 members 
Mstep: Class 27 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651292.000000 Penalty: 55564.910156
Iteration 222Q: 27 clusters Score -6.265129e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13906 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59449 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8043 members 
Mstep: Class 8 contains 84484 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 30768 members 
Mstep: Class 11 contains 6877 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32188 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 16 contains 73472 members 
Mstep: Class 17 contains 8137 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 20068 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44980 members 
Mstep: Class 26 contains 9186 members 
Mstep: Class 27 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651304.000000 Penalty: 55564.910156
Iteration 223Q: 27 clusters Score -6.26513e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59440 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8040 members 
Mstep: Class 8 contains 84483 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 30778 members 
Mstep: Class 11 contains 6874 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32190 members 
Mstep: Class 14 contains 71587 members 
Mstep: Class 16 contains 73484 members 
Mstep: Class 17 contains 8137 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4060 members 
Mstep: Class 23 contains 20068 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44980 members 
Mstep: Class 26 contains 9180 members 
Mstep: Class 27 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651220.000000 Penalty: 55564.910156
Iteration 224Q: 27 clusters Score -6.265122e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13906 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59433 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84480 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30784 members 
Mstep: Class 11 contains 6868 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32192 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 16 contains 73492 members 
Mstep: Class 17 contains 8137 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4060 members 
Mstep: Class 23 contains 20070 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44981 members 
Mstep: Class 26 contains 9181 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651236.000000 Penalty: 55564.910156
Iteration 225Q: 27 clusters Score -6.265124e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59429 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84478 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30789 members 
Mstep: Class 11 contains 6860 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32193 members 
Mstep: Class 14 contains 71587 members 
Mstep: Class 16 contains 73499 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 20069 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44982 members 
Mstep: Class 26 contains 9180 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651248.000000 Penalty: 55564.910156
Iteration 226Q: 27 clusters Score -6.265125e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59421 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30795 members 
Mstep: Class 11 contains 6856 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32195 members 
Mstep: Class 14 contains 71584 members 
Mstep: Class 16 contains 73507 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4062 members 
Mstep: Class 23 contains 20069 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44982 members 
Mstep: Class 26 contains 9176 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651220.000000 Penalty: 55564.910156
Iteration 227Q: 27 clusters Score -6.265122e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13910 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59412 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 30802 members 
Mstep: Class 11 contains 6852 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32197 members 
Mstep: Class 14 contains 71583 members 
Mstep: Class 16 contains 73515 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4062 members 
Mstep: Class 23 contains 20069 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44981 members 
Mstep: Class 26 contains 9174 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651236.000000 Penalty: 55564.910156
Iteration 228Q: 27 clusters Score -6.265124e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59410 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30813 members 
Mstep: Class 11 contains 6842 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32197 members 
Mstep: Class 14 contains 71581 members 
Mstep: Class 16 contains 73520 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20069 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44980 members 
Mstep: Class 26 contains 9172 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651236.000000 Penalty: 55564.910156
Iteration 229Q: 27 clusters Score -6.265124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59405 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30823 members 
Mstep: Class 11 contains 6831 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32198 members 
Mstep: Class 14 contains 71581 members 
Mstep: Class 16 contains 73526 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20069 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44981 members 
Mstep: Class 26 contains 9170 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651220.000000 Penalty: 55564.910156
Iteration 230Q: 27 clusters Score -6.265122e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59400 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30831 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32199 members 
Mstep: Class 14 contains 71581 members 
Mstep: Class 16 contains 73533 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20069 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44981 members 
Mstep: Class 26 contains 9168 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651204.000000 Penalty: 55564.910156
Iteration 231Q: 27 clusters Score -6.26512e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13912 members 
Mstep: Class 3 contains 8105 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59397 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30845 members 
Mstep: Class 11 contains 6807 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32200 members 
Mstep: Class 14 contains 71582 members 
Mstep: Class 16 contains 73535 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20069 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44982 members 
Mstep: Class 26 contains 9166 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651268.000000 Penalty: 55564.910156
Iteration 232Q: 27 clusters Score -6.265127e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13912 members 
Mstep: Class 3 contains 8104 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59397 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 84475 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30864 members 
Mstep: Class 11 contains 6797 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32200 members 
Mstep: Class 14 contains 71582 members 
Mstep: Class 16 contains 73531 members 
Mstep: Class 17 contains 8137 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20068 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44982 members 
Mstep: Class 26 contains 9164 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651256.000000 Penalty: 55564.910156
Iteration 233Q: 27 clusters Score -6.265126e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13912 members 
Mstep: Class 3 contains 8103 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59396 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 84475 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 30878 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71583 members 
Mstep: Class 16 contains 73530 members 
Mstep: Class 17 contains 8138 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20068 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44982 members 
Mstep: Class 26 contains 9164 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651256.000000 Penalty: 55564.910156
Iteration 234Q: 27 clusters Score -6.265126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 8100 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59396 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84475 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 30885 members 
Mstep: Class 11 contains 6779 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71583 members 
Mstep: Class 16 contains 73530 members 
Mstep: Class 17 contains 8141 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20068 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44982 members 
Mstep: Class 26 contains 9164 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651240.000000 Penalty: 55564.910156
Iteration 235Q: 27 clusters Score -6.265124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59396 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84475 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 30890 members 
Mstep: Class 11 contains 6777 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71584 members 
Mstep: Class 16 contains 73531 members 
Mstep: Class 17 contains 8142 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20067 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44981 members 
Mstep: Class 26 contains 9163 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651268.000000 Penalty: 55564.910156
Iteration 236Q: 27 clusters Score -6.265127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13906 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59395 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30897 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 16 contains 73532 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44980 members 
Mstep: Class 26 contains 9162 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651276.000000 Penalty: 55564.910156
Iteration 237Q: 27 clusters Score -6.265128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59395 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30906 members 
Mstep: Class 11 contains 6763 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 16 contains 73532 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44980 members 
Mstep: Class 26 contains 9161 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651288.000000 Penalty: 55564.910156
Iteration 238Q: 27 clusters Score -6.265129e+07 nChanged 11
Entering ConstructFrom: 
Score: -62651288.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -217303.750000 Penalty: 1214.650391
	Iteration 0F: 2 clusters Score -217303.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -215367.953125 Penalty: 2429.300781
	Iteration 0F: 3 clusters Score -215368 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -215793.984375 Penalty: 2429.300781
	Iteration 1F: 3 clusters Score -215794 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -215876.140625 Penalty: 2429.300781
	Iteration 2F: 3 clusters Score -215876.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -215917.343750 Penalty: 2429.300781
	Iteration 3Q: 3 clusters Score -215917.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -215952.437500 Penalty: 2429.300781
	Iteration 4Q: 3 clusters Score -215952.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -215975.312500 Penalty: 2429.300781
	Iteration 5Q: 3 clusters Score -215975.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -215996.765625 Penalty: 2429.300781
	Iteration 6Q: 3 clusters Score -215996.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -216017.390625 Penalty: 2429.300781
	Iteration 7Q: 3 clusters Score -216017.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -216035.250000 Penalty: 2429.300781
	Iteration 8Q: 3 clusters Score -216035.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -216074.031250 Penalty: 2429.300781
	Iteration 9Q: 3 clusters Score -216074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -216126.375000 Penalty: 2429.300781
	Iteration 10Q: 3 clusters Score -216126.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -216201.062500 Penalty: 2429.300781
	Iteration 11Q: 3 clusters Score -216201.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -216256.312500 Penalty: 2429.300781
	Iteration 12Q: 3 clusters Score -216256.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -216300.250000 Penalty: 2429.300781
	Iteration 13Q: 3 clusters Score -216300.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -216324.750000 Penalty: 2429.300781
	Iteration 14Q: 3 clusters Score -216324.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -216341.984375 Penalty: 2429.300781
	Iteration 15Q: 3 clusters Score -216342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -216358.687500 Penalty: 2429.300781
	Iteration 16Q: 3 clusters Score -216358.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -216371.531250 Penalty: 2429.300781
	Iteration 17Q: 3 clusters Score -216371.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -216386.906250 Penalty: 2429.300781
	Iteration 18Q: 3 clusters Score -216386.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -216405.750000 Penalty: 2429.300781
	Iteration 19Q: 3 clusters Score -216405.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -216425.312500 Penalty: 2429.300781
	Iteration 20F: 3 clusters Score -216425.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -216456.890625 Penalty: 2429.300781
	Iteration 21Q: 3 clusters Score -216456.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -216475.109375 Penalty: 2429.300781
	Iteration 22Q: 3 clusters Score -216475.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -216489.921875 Penalty: 2429.300781
	Iteration 23Q: 3 clusters Score -216489.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -216502.609375 Penalty: 2429.300781
	Iteration 24Q: 3 clusters Score -216502.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -216515.656250 Penalty: 2429.300781
	Iteration 25Q: 3 clusters Score -216515.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -216523.062500 Penalty: 2429.300781
	Iteration 26Q: 3 clusters Score -216523.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -216526.359375 Penalty: 2429.300781
	Iteration 27Q: 3 clusters Score -216526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -216529.656250 Penalty: 2429.300781
	Iteration 28Q: 3 clusters Score -216529.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -216533.437500 Penalty: 2429.300781
	Iteration 29Q: 3 clusters Score -216533.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -216537.593750 Penalty: 2429.300781
	Iteration 30Q: 3 clusters Score -216537.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -216543.578125 Penalty: 2429.300781
	Iteration 31Q: 3 clusters Score -216543.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -216546.859375 Penalty: 2429.300781
	Iteration 32Q: 3 clusters Score -216546.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -216551.125000 Penalty: 2429.300781
	Iteration 33Q: 3 clusters Score -216551.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -216558.875000 Penalty: 2429.300781
	Iteration 34Q: 3 clusters Score -216558.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -216562.265625 Penalty: 2429.300781
	Iteration 35Q: 3 clusters Score -216562.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -216564.046875 Penalty: 2429.300781
	Iteration 36Q: 3 clusters Score -216564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -216564.406250 Penalty: 2429.300781
	Iteration 37Q: 3 clusters Score -216564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -216564.828125 Penalty: 2429.300781
	Iteration 38Q: 3 clusters Score -216564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -216564.828125 Penalty: 2429.300781
	Iteration 39F: 3 clusters Score -216564.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Entering Unmasked Estep 
Score: -1764706.625000 Penalty: 1550.227173
	Iteration 0F: 2 clusters Score -1764707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1754998.250000 Penalty: 3100.454346
	Iteration 0F: 3 clusters Score -1754998 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1758342.500000 Penalty: 3100.454346
	Iteration 1F: 3 clusters Score -1758342 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1758759.125000 Penalty: 3100.454346
	Iteration 2F: 3 clusters Score -1758759 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1759264.875000 Penalty: 3100.454346
	Iteration 3F: 3 clusters Score -1759265 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1759894.250000 Penalty: 3100.454346
	Iteration 4F: 3 clusters Score -1759894 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1760657.625000 Penalty: 3100.454346
	Iteration 5F: 3 clusters Score -1760658 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1761480.125000 Penalty: 3100.454346
	Iteration 6F: 3 clusters Score -1761480 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1762155.125000 Penalty: 3100.454346
	Iteration 7F: 3 clusters Score -1762155 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1762665.500000 Penalty: 3100.454346
	Iteration 8Q: 3 clusters Score -1762666 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1762966.125000 Penalty: 3100.454346
	Iteration 9Q: 3 clusters Score -1762966 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1763132.000000 Penalty: 3100.454346
	Iteration 10Q: 3 clusters Score -1763132 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1763224.000000 Penalty: 3100.454346
	Iteration 11Q: 3 clusters Score -1763224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1763272.875000 Penalty: 3100.454346
	Iteration 12Q: 3 clusters Score -1763273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1763301.750000 Penalty: 3100.454346
	Iteration 13Q: 3 clusters Score -1763302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1763310.250000 Penalty: 3100.454346
	Iteration 14Q: 3 clusters Score -1763310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1763314.875000 Penalty: 3100.454346
	Iteration 15Q: 3 clusters Score -1763315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1763319.375000 Penalty: 3100.454346
	Iteration 16Q: 3 clusters Score -1763319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1763325.375000 Penalty: 3100.454346
	Iteration 17Q: 3 clusters Score -1763325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1763330.875000 Penalty: 3100.454346
	Iteration 18Q: 3 clusters Score -1763331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1763334.750000 Penalty: 3100.454346
	Iteration 19Q: 3 clusters Score -1763335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1763335.625000 Penalty: 3100.454346
	Iteration 20F: 3 clusters Score -1763336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1763339.125000 Penalty: 3100.454346
	Iteration 21Q: 3 clusters Score -1763339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1763342.625000 Penalty: 3100.454346
	Iteration 22Q: 3 clusters Score -1763343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1763342.625000 Penalty: 3100.454346
	Iteration 23F: 3 clusters Score -1763343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Entering Unmasked Estep 
Score: -1000353.937500 Penalty: 1462.417969
	Iteration 0F: 2 clusters Score -1000354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -994485.750000 Penalty: 2924.835938
	Iteration 0F: 3 clusters Score -994485.8 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -996235.687500 Penalty: 2924.835938
	Iteration 1F: 3 clusters Score -996235.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -996527.000000 Penalty: 2924.835938
	Iteration 2F: 3 clusters Score -996527 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -996756.437500 Penalty: 2924.835938
	Iteration 3F: 3 clusters Score -996756.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -996928.875000 Penalty: 2924.835938
	Iteration 4Q: 3 clusters Score -996928.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -997106.937500 Penalty: 2924.835938
	Iteration 5Q: 3 clusters Score -997106.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -997296.187500 Penalty: 2924.835938
	Iteration 6Q: 3 clusters Score -997296.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -997515.562500 Penalty: 2924.835938
	Iteration 7Q: 3 clusters Score -997515.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -997761.125000 Penalty: 2924.835938
	Iteration 8Q: 3 clusters Score -997761.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -997986.375000 Penalty: 2924.835938
	Iteration 9Q: 3 clusters Score -997986.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -998188.062500 Penalty: 2924.835938
	Iteration 10Q: 3 clusters Score -998188.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -998378.750000 Penalty: 2924.835938
	Iteration 11Q: 3 clusters Score -998378.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -998576.562500 Penalty: 2924.835938
	Iteration 12Q: 3 clusters Score -998576.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -998790.687500 Penalty: 2924.835938
	Iteration 13Q: 3 clusters Score -998790.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -999038.500000 Penalty: 2924.835938
	Iteration 14Q: 3 clusters Score -999038.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -999342.500000 Penalty: 2924.835938
	Iteration 15Q: 3 clusters Score -999342.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -999623.000000 Penalty: 2924.835938
	Iteration 16Q: 3 clusters Score -999623 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -999822.750000 Penalty: 2924.835938
	Iteration 17Q: 3 clusters Score -999822.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -999933.062500 Penalty: 2924.835938
	Iteration 18Q: 3 clusters Score -999933.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -999996.562500 Penalty: 2924.835938
	Iteration 19Q: 3 clusters Score -999996.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1000034.000000 Penalty: 2924.835938
	Iteration 20F: 3 clusters Score -1000034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1000055.875000 Penalty: 2924.835938
	Iteration 21Q: 3 clusters Score -1000056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1000070.062500 Penalty: 2924.835938
	Iteration 22Q: 3 clusters Score -1000070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1000076.937500 Penalty: 2924.835938
	Iteration 23Q: 3 clusters Score -1000077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1000085.500000 Penalty: 2924.835938
	Iteration 24Q: 3 clusters Score -1000086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1000092.875000 Penalty: 2924.835938
	Iteration 25Q: 3 clusters Score -1000093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1000100.062500 Penalty: 2924.835938
	Iteration 26Q: 3 clusters Score -1000100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1000106.875000 Penalty: 2924.835938
	Iteration 27Q: 3 clusters Score -1000107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1000121.250000 Penalty: 2924.835938
	Iteration 28Q: 3 clusters Score -1000121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1000144.937500 Penalty: 2924.835938
	Iteration 29Q: 3 clusters Score -1000145 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1000182.625000 Penalty: 2924.835938
	Iteration 30Q: 3 clusters Score -1000183 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1000247.187500 Penalty: 2924.835938
	Iteration 31Q: 3 clusters Score -1000247 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1000331.000000 Penalty: 2924.835938
	Iteration 32Q: 3 clusters Score -1000331 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1000409.187500 Penalty: 2924.835938
	Iteration 33Q: 3 clusters Score -1000409 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1000488.437500 Penalty: 2924.835938
	Iteration 34Q: 3 clusters Score -1000488 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1000574.437500 Penalty: 2924.835938
	Iteration 35Q: 3 clusters Score -1000574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1000642.000000 Penalty: 2924.835938
	Iteration 36Q: 3 clusters Score -1000642 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1000670.750000 Penalty: 2924.835938
	Iteration 37Q: 3 clusters Score -1000671 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1000686.062500 Penalty: 2924.835938
	Iteration 38Q: 3 clusters Score -1000686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1000696.437500 Penalty: 2924.835938
	Iteration 39Q: 3 clusters Score -1000696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1000698.625000 Penalty: 2924.835938
	Iteration 40F: 3 clusters Score -1000699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1000700.562500 Penalty: 2924.835938
	Iteration 41Q: 3 clusters Score -1000701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1000702.750000 Penalty: 2924.835938
	Iteration 42Q: 3 clusters Score -1000703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1000704.937500 Penalty: 2924.835938
	Iteration 43Q: 3 clusters Score -1000705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1000707.312500 Penalty: 2924.835938
	Iteration 44Q: 3 clusters Score -1000707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1000707.562500 Penalty: 2924.835938
	Iteration 45Q: 3 clusters Score -1000708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1000709.812500 Penalty: 2924.835938
	Iteration 46Q: 3 clusters Score -1000710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1000709.562500 Penalty: 2924.835938
	Iteration 47Q: 3 clusters Score -1000710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1000710.125000 Penalty: 2924.835938
	Iteration 48Q: 3 clusters Score -1000710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1000711.875000 Penalty: 2924.835938
	Iteration 49Q: 3 clusters Score -1000712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1000716.312500 Penalty: 2924.835938
	Iteration 50Q: 3 clusters Score -1000716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1000715.812500 Penalty: 2924.835938
	Iteration 51Q: 3 clusters Score -1000716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1000716.062500 Penalty: 2924.835938
	Iteration 52Q: 3 clusters Score -1000716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1000718.687500 Penalty: 2924.835938
	Iteration 53Q: 3 clusters Score -1000719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1000717.750000 Penalty: 2924.835938
	Iteration 54Q: 3 clusters Score -1000718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1000717.750000 Penalty: 2924.835938
	Iteration 55F: 3 clusters Score -1000718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 4523 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59394 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30914 members 
Mstep: Class 11 contains 6758 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 73530 members 
Mstep: Class 17 contains 8146 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44980 members 
Mstep: Class 26 contains 9161 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
Score: -62651020.000000 Penalty: 57702.019531
Splitting cluster 3 changes total score from -62651288.000000 to -62651020.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -181981.703125 Penalty: 1187.529297
	Iteration 0F: 2 clusters Score -181981.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180202.125000 Penalty: 2375.058594
	Iteration 0F: 3 clusters Score -180202.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -180516.468750 Penalty: 2375.058594
	Iteration 1F: 3 clusters Score -180516.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -180582.015625 Penalty: 2375.058594
	Iteration 2F: 3 clusters Score -180582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -180626.421875 Penalty: 2375.058594
	Iteration 3Q: 3 clusters Score -180626.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -180660.500000 Penalty: 2375.058594
	Iteration 4Q: 3 clusters Score -180660.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -180682.187500 Penalty: 2375.058594
	Iteration 5Q: 3 clusters Score -180682.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -180705.093750 Penalty: 2375.058594
	Iteration 6Q: 3 clusters Score -180705.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -180720.203125 Penalty: 2375.058594
	Iteration 7Q: 3 clusters Score -180720.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -180732.921875 Penalty: 2375.058594
	Iteration 8Q: 3 clusters Score -180732.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -180745.375000 Penalty: 2375.058594
	Iteration 9Q: 3 clusters Score -180745.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -180759.062500 Penalty: 2375.058594
	Iteration 10Q: 3 clusters Score -180759.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -180772.906250 Penalty: 2375.058594
	Iteration 11Q: 3 clusters Score -180772.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -180784.546875 Penalty: 2375.058594
	Iteration 12Q: 3 clusters Score -180784.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -180792.468750 Penalty: 2375.058594
	Iteration 13Q: 3 clusters Score -180792.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -180797.968750 Penalty: 2375.058594
	Iteration 14Q: 3 clusters Score -180798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -180802.843750 Penalty: 2375.058594
	Iteration 15Q: 3 clusters Score -180802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -180804.875000 Penalty: 2375.058594
	Iteration 16Q: 3 clusters Score -180804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -180805.078125 Penalty: 2375.058594
	Iteration 17Q: 3 clusters Score -180805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -180805.921875 Penalty: 2375.058594
	Iteration 18Q: 3 clusters Score -180805.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -180807.968750 Penalty: 2375.058594
	Iteration 19Q: 3 clusters Score -180808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -180808.859375 Penalty: 2375.058594
	Iteration 20F: 3 clusters Score -180808.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -180811.953125 Penalty: 2375.058594
	Iteration 21Q: 3 clusters Score -180812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -180817.515625 Penalty: 2375.058594
	Iteration 22Q: 3 clusters Score -180817.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -180821.093750 Penalty: 2375.058594
	Iteration 23Q: 3 clusters Score -180821.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -180826.484375 Penalty: 2375.058594
	Iteration 24Q: 3 clusters Score -180826.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -180831.718750 Penalty: 2375.058594
	Iteration 25Q: 3 clusters Score -180831.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -180836.218750 Penalty: 2375.058594
	Iteration 26Q: 3 clusters Score -180836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -180839.296875 Penalty: 2375.058594
	Iteration 27Q: 3 clusters Score -180839.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -180846.328125 Penalty: 2375.058594
	Iteration 28Q: 3 clusters Score -180846.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -180854.187500 Penalty: 2375.058594
	Iteration 29Q: 3 clusters Score -180854.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -180863.421875 Penalty: 2375.058594
	Iteration 30Q: 3 clusters Score -180863.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -180870.000000 Penalty: 2375.058594
	Iteration 31Q: 3 clusters Score -180870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -180878.859375 Penalty: 2375.058594
	Iteration 32Q: 3 clusters Score -180878.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -180888.343750 Penalty: 2375.058594
	Iteration 33Q: 3 clusters Score -180888.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -180896.859375 Penalty: 2375.058594
	Iteration 34Q: 3 clusters Score -180896.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -180906.421875 Penalty: 2375.058594
	Iteration 35Q: 3 clusters Score -180906.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -180911.500000 Penalty: 2375.058594
	Iteration 36Q: 3 clusters Score -180911.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -180914.609375 Penalty: 2375.058594
	Iteration 37Q: 3 clusters Score -180914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -180917.656250 Penalty: 2375.058594
	Iteration 38Q: 3 clusters Score -180917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -180920.015625 Penalty: 2375.058594
	Iteration 39Q: 3 clusters Score -180920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -180922.265625 Penalty: 2375.058594
	Iteration 40F: 3 clusters Score -180922.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -180924.296875 Penalty: 2375.058594
	Iteration 41Q: 3 clusters Score -180924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -180927.859375 Penalty: 2375.058594
	Iteration 42Q: 3 clusters Score -180927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -180929.812500 Penalty: 2375.058594
	Iteration 43Q: 3 clusters Score -180929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -180931.015625 Penalty: 2375.058594
	Iteration 44Q: 3 clusters Score -180931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -180932.515625 Penalty: 2375.058594
	Iteration 45Q: 3 clusters Score -180932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -180932.562500 Penalty: 2375.058594
	Iteration 46Q: 3 clusters Score -180932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -180933.281250 Penalty: 2375.058594
	Iteration 47Q: 3 clusters Score -180933.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -180933.281250 Penalty: 2375.058594
	Iteration 48F: 3 clusters Score -180933.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Entering Unmasked Estep 
Score: -7392879.500000 Penalty: 1786.191528
	Iteration 0F: 2 clusters Score -7392880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -7353665.000000 Penalty: 3572.383057
	Iteration 0F: 3 clusters Score -7353665 nChanged 28043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -7369403.500000 Penalty: 3572.383057
	Iteration 1F: 3 clusters Score -7369404 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -7370005.500000 Penalty: 3572.383057
	Iteration 2Q: 3 clusters Score -7370006 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -7370590.000000 Penalty: 3572.383057
	Iteration 3Q: 3 clusters Score -7370590 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -7371384.500000 Penalty: 3572.383057
	Iteration 4Q: 3 clusters Score -7371384 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -7372459.000000 Penalty: 3572.383057
	Iteration 5Q: 3 clusters Score -7372459 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -7374009.500000 Penalty: 3572.383057
	Iteration 6Q: 3 clusters Score -7374010 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -7376217.500000 Penalty: 3572.383057
	Iteration 7F: 3 clusters Score -7376218 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -7379176.000000 Penalty: 3572.383057
	Iteration 8F: 3 clusters Score -7379176 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -7382611.000000 Penalty: 3572.383057
	Iteration 9F: 3 clusters Score -7382611 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -7385850.500000 Penalty: 3572.383057
	Iteration 10F: 3 clusters Score -7385850 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -7388292.000000 Penalty: 3572.383057
	Iteration 11Q: 3 clusters Score -7388292 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -7389760.000000 Penalty: 3572.383057
	Iteration 12Q: 3 clusters Score -7389760 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57844 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7390484.000000 Penalty: 3572.383057
	Iteration 13Q: 3 clusters Score -7390484 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7390875.500000 Penalty: 3572.383057
	Iteration 14Q: 3 clusters Score -7390876 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7391033.000000 Penalty: 3572.383057
	Iteration 15Q: 3 clusters Score -7391033 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7391129.500000 Penalty: 3572.383057
	Iteration 16Q: 3 clusters Score -7391130 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7391182.000000 Penalty: 3572.383057
	Iteration 17Q: 3 clusters Score -7391182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7391219.000000 Penalty: 3572.383057
	Iteration 18Q: 3 clusters Score -7391219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7391242.500000 Penalty: 3572.383057
	Iteration 19Q: 3 clusters Score -7391242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7391260.000000 Penalty: 3572.383057
	Iteration 20F: 3 clusters Score -7391260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7391275.000000 Penalty: 3572.383057
	Iteration 21Q: 3 clusters Score -7391275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7391278.500000 Penalty: 3572.383057
	Iteration 22Q: 3 clusters Score -7391278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7391287.000000 Penalty: 3572.383057
	Iteration 23Q: 3 clusters Score -7391287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7391290.500000 Penalty: 3572.383057
	Iteration 24Q: 3 clusters Score -7391290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7391303.500000 Penalty: 3572.383057
	Iteration 25Q: 3 clusters Score -7391304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7391299.000000 Penalty: 3572.383057
	Iteration 26Q: 3 clusters Score -7391299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7391305.500000 Penalty: 3572.383057
	Iteration 27Q: 3 clusters Score -7391306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7391306.000000 Penalty: 3572.383057
	Iteration 28Q: 3 clusters Score -7391306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7391310.500000 Penalty: 3572.383057
	Iteration 29Q: 3 clusters Score -7391310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7391317.000000 Penalty: 3572.383057
	Iteration 30Q: 3 clusters Score -7391317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7391319.000000 Penalty: 3572.383057
	Iteration 31Q: 3 clusters Score -7391319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7391322.500000 Penalty: 3572.383057
	Iteration 32Q: 3 clusters Score -7391322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7391324.500000 Penalty: 3572.383057
	Iteration 33Q: 3 clusters Score -7391324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7391320.000000 Penalty: 3572.383057
	Iteration 34Q: 3 clusters Score -7391320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7391328.000000 Penalty: 3572.383057
	Iteration 35Q: 3 clusters Score -7391328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7391328.000000 Penalty: 3572.383057
	Iteration 36F: 3 clusters Score -7391328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -218846.796875 Penalty: 1225.351074
	Iteration 0F: 2 clusters Score -218846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -216826.812500 Penalty: 2450.702148
	Iteration 0F: 3 clusters Score -216826.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -217286.453125 Penalty: 2450.702148
	Iteration 1F: 3 clusters Score -217286.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -217373.093750 Penalty: 2450.702148
	Iteration 2F: 3 clusters Score -217373.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217417.218750 Penalty: 2450.702148
	Iteration 3Q: 3 clusters Score -217417.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -217441.140625 Penalty: 2450.702148
	Iteration 4Q: 3 clusters Score -217441.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -217456.984375 Penalty: 2450.702148
	Iteration 5Q: 3 clusters Score -217457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -217472.171875 Penalty: 2450.702148
	Iteration 6Q: 3 clusters Score -217472.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -217481.937500 Penalty: 2450.702148
	Iteration 7Q: 3 clusters Score -217481.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -217486.531250 Penalty: 2450.702148
	Iteration 8Q: 3 clusters Score -217486.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -217490.656250 Penalty: 2450.702148
	Iteration 9Q: 3 clusters Score -217490.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -217496.062500 Penalty: 2450.702148
	Iteration 10Q: 3 clusters Score -217496.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -217500.625000 Penalty: 2450.702148
	Iteration 11Q: 3 clusters Score -217500.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -217505.796875 Penalty: 2450.702148
	Iteration 12Q: 3 clusters Score -217505.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -217509.562500 Penalty: 2450.702148
	Iteration 13Q: 3 clusters Score -217509.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -217513.515625 Penalty: 2450.702148
	Iteration 14Q: 3 clusters Score -217513.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -217515.281250 Penalty: 2450.702148
	Iteration 15Q: 3 clusters Score -217515.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -217516.718750 Penalty: 2450.702148
	Iteration 16Q: 3 clusters Score -217516.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -217518.375000 Penalty: 2450.702148
	Iteration 17Q: 3 clusters Score -217518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -217518.796875 Penalty: 2450.702148
	Iteration 18Q: 3 clusters Score -217518.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -217519.859375 Penalty: 2450.702148
	Iteration 19Q: 3 clusters Score -217519.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -217521.312500 Penalty: 2450.702148
	Iteration 20F: 3 clusters Score -217521.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -217523.953125 Penalty: 2450.702148
	Iteration 21Q: 3 clusters Score -217524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -217526.000000 Penalty: 2450.702148
	Iteration 22Q: 3 clusters Score -217526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -217529.796875 Penalty: 2450.702148
	Iteration 23Q: 3 clusters Score -217529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -217532.937500 Penalty: 2450.702148
	Iteration 24Q: 3 clusters Score -217532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -217538.687500 Penalty: 2450.702148
	Iteration 25Q: 3 clusters Score -217538.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -217546.140625 Penalty: 2450.702148
	Iteration 26Q: 3 clusters Score -217546.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -217552.906250 Penalty: 2450.702148
	Iteration 27Q: 3 clusters Score -217552.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -217559.562500 Penalty: 2450.702148
	Iteration 28Q: 3 clusters Score -217559.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -217565.531250 Penalty: 2450.702148
	Iteration 29Q: 3 clusters Score -217565.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -217570.562500 Penalty: 2450.702148
	Iteration 30Q: 3 clusters Score -217570.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -217573.765625 Penalty: 2450.702148
	Iteration 31Q: 3 clusters Score -217573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -217574.625000 Penalty: 2450.702148
	Iteration 32Q: 3 clusters Score -217574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -217574.843750 Penalty: 2450.702148
	Iteration 33Q: 3 clusters Score -217574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -217575.625000 Penalty: 2450.702148
	Iteration 34Q: 3 clusters Score -217575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -217576.125000 Penalty: 2450.702148
	Iteration 35Q: 3 clusters Score -217576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -217576.484375 Penalty: 2450.702148
	Iteration 36Q: 3 clusters Score -217576.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -217576.484375 Penalty: 2450.702148
	Iteration 37F: 3 clusters Score -217576.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Entering Unmasked Estep 
Score: -949431.312500 Penalty: 1461.189575
	Iteration 0F: 2 clusters Score -949431.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -943592.000000 Penalty: 2922.379150
	Iteration 0F: 3 clusters Score -943592 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -945418.125000 Penalty: 2922.379150
	Iteration 1F: 3 clusters Score -945418.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -945708.812500 Penalty: 2922.379150
	Iteration 2F: 3 clusters Score -945708.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -945933.250000 Penalty: 2922.379150
	Iteration 3F: 3 clusters Score -945933.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -946115.125000 Penalty: 2922.379150
	Iteration 4Q: 3 clusters Score -946115.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -946290.750000 Penalty: 2922.379150
	Iteration 5Q: 3 clusters Score -946290.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -946471.812500 Penalty: 2922.379150
	Iteration 6Q: 3 clusters Score -946471.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -946645.312500 Penalty: 2922.379150
	Iteration 7Q: 3 clusters Score -946645.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -946828.875000 Penalty: 2922.379150
	Iteration 8Q: 3 clusters Score -946828.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -946999.250000 Penalty: 2922.379150
	Iteration 9Q: 3 clusters Score -946999.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -947131.437500 Penalty: 2922.379150
	Iteration 10Q: 3 clusters Score -947131.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -947227.562500 Penalty: 2922.379150
	Iteration 11Q: 3 clusters Score -947227.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -947301.312500 Penalty: 2922.379150
	Iteration 12Q: 3 clusters Score -947301.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -947352.187500 Penalty: 2922.379150
	Iteration 13Q: 3 clusters Score -947352.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -947392.562500 Penalty: 2922.379150
	Iteration 14Q: 3 clusters Score -947392.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -947431.187500 Penalty: 2922.379150
	Iteration 15Q: 3 clusters Score -947431.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -947460.812500 Penalty: 2922.379150
	Iteration 16Q: 3 clusters Score -947460.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -947484.250000 Penalty: 2922.379150
	Iteration 17Q: 3 clusters Score -947484.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -947504.125000 Penalty: 2922.379150
	Iteration 18Q: 3 clusters Score -947504.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -947512.687500 Penalty: 2922.379150
	Iteration 19Q: 3 clusters Score -947512.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -947528.687500 Penalty: 2922.379150
	Iteration 20F: 3 clusters Score -947528.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -947538.250000 Penalty: 2922.379150
	Iteration 21Q: 3 clusters Score -947538.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -947549.875000 Penalty: 2922.379150
	Iteration 22Q: 3 clusters Score -947549.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -947553.187500 Penalty: 2922.379150
	Iteration 23Q: 3 clusters Score -947553.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -947559.500000 Penalty: 2922.379150
	Iteration 24Q: 3 clusters Score -947559.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -947564.625000 Penalty: 2922.379150
	Iteration 25Q: 3 clusters Score -947564.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -947569.125000 Penalty: 2922.379150
	Iteration 26Q: 3 clusters Score -947569.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -947579.875000 Penalty: 2922.379150
	Iteration 27Q: 3 clusters Score -947579.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -947585.312500 Penalty: 2922.379150
	Iteration 28Q: 3 clusters Score -947585.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -947594.625000 Penalty: 2922.379150
	Iteration 29Q: 3 clusters Score -947594.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -947600.250000 Penalty: 2922.379150
	Iteration 30Q: 3 clusters Score -947600.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -947605.562500 Penalty: 2922.379150
	Iteration 31Q: 3 clusters Score -947605.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -947611.750000 Penalty: 2922.379150
	Iteration 32Q: 3 clusters Score -947611.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -947615.062500 Penalty: 2922.379150
	Iteration 33Q: 3 clusters Score -947615.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -947621.000000 Penalty: 2922.379150
	Iteration 34Q: 3 clusters Score -947621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -947626.437500 Penalty: 2922.379150
	Iteration 35Q: 3 clusters Score -947626.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -947629.625000 Penalty: 2922.379150
	Iteration 36Q: 3 clusters Score -947629.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -947634.875000 Penalty: 2922.379150
	Iteration 37Q: 3 clusters Score -947634.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -947638.562500 Penalty: 2922.379150
	Iteration 38Q: 3 clusters Score -947638.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -947642.375000 Penalty: 2922.379150
	Iteration 39Q: 3 clusters Score -947642.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -947651.750000 Penalty: 2922.379150
	Iteration 40F: 3 clusters Score -947651.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -947656.750000 Penalty: 2922.379150
	Iteration 41Q: 3 clusters Score -947656.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -947658.500000 Penalty: 2922.379150
	Iteration 42Q: 3 clusters Score -947658.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -947665.875000 Penalty: 2922.379150
	Iteration 43Q: 3 clusters Score -947665.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -947672.812500 Penalty: 2922.379150
	Iteration 44Q: 3 clusters Score -947672.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -947685.062500 Penalty: 2922.379150
	Iteration 45Q: 3 clusters Score -947685.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -947695.500000 Penalty: 2922.379150
	Iteration 46Q: 3 clusters Score -947695.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -947709.000000 Penalty: 2922.379150
	Iteration 47Q: 3 clusters Score -947709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -947720.562500 Penalty: 2922.379150
	Iteration 48Q: 3 clusters Score -947720.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -947729.750000 Penalty: 2922.379150
	Iteration 49Q: 3 clusters Score -947729.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -947742.500000 Penalty: 2922.379150
	Iteration 50Q: 3 clusters Score -947742.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -947752.562500 Penalty: 2922.379150
	Iteration 51Q: 3 clusters Score -947752.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -947770.000000 Penalty: 2922.379150
	Iteration 52Q: 3 clusters Score -947770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -947792.750000 Penalty: 2922.379150
	Iteration 53Q: 3 clusters Score -947792.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -947830.687500 Penalty: 2922.379150
	Iteration 54Q: 3 clusters Score -947830.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -947869.437500 Penalty: 2922.379150
	Iteration 55Q: 3 clusters Score -947869.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -947907.125000 Penalty: 2922.379150
	Iteration 56Q: 3 clusters Score -947907.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -947940.937500 Penalty: 2922.379150
	Iteration 57Q: 3 clusters Score -947940.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -947975.125000 Penalty: 2922.379150
	Iteration 58Q: 3 clusters Score -947975.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -948008.187500 Penalty: 2922.379150
	Iteration 59Q: 3 clusters Score -948008.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -948031.750000 Penalty: 2922.379150
	Iteration 60F: 3 clusters Score -948031.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -948065.250000 Penalty: 2922.379150
	Iteration 61Q: 3 clusters Score -948065.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -948089.937500 Penalty: 2922.379150
	Iteration 62Q: 3 clusters Score -948089.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -948116.375000 Penalty: 2922.379150
	Iteration 63Q: 3 clusters Score -948116.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -948140.187500 Penalty: 2922.379150
	Iteration 64Q: 3 clusters Score -948140.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -948157.062500 Penalty: 2922.379150
	Iteration 65Q: 3 clusters Score -948157.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -948168.562500 Penalty: 2922.379150
	Iteration 66Q: 3 clusters Score -948168.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -948179.750000 Penalty: 2922.379150
	Iteration 67Q: 3 clusters Score -948179.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -948193.375000 Penalty: 2922.379150
	Iteration 68Q: 3 clusters Score -948193.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -948209.562500 Penalty: 2922.379150
	Iteration 69Q: 3 clusters Score -948209.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -948227.437500 Penalty: 2922.379150
	Iteration 70Q: 3 clusters Score -948227.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -948246.687500 Penalty: 2922.379150
	Iteration 71Q: 3 clusters Score -948246.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -948257.625000 Penalty: 2922.379150
	Iteration 72Q: 3 clusters Score -948257.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -948267.187500 Penalty: 2922.379150
	Iteration 73Q: 3 clusters Score -948267.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -948279.750000 Penalty: 2922.379150
	Iteration 74Q: 3 clusters Score -948279.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -948291.500000 Penalty: 2922.379150
	Iteration 75Q: 3 clusters Score -948291.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -948300.250000 Penalty: 2922.379150
	Iteration 76Q: 3 clusters Score -948300.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -948306.312500 Penalty: 2922.379150
	Iteration 77Q: 3 clusters Score -948306.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -948309.875000 Penalty: 2922.379150
	Iteration 78Q: 3 clusters Score -948309.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -948311.937500 Penalty: 2922.379150
	Iteration 79Q: 3 clusters Score -948311.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -948318.875000 Penalty: 2922.379150
	Iteration 80F: 3 clusters Score -948318.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -948324.375000 Penalty: 2922.379150
	Iteration 81Q: 3 clusters Score -948324.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -948326.375000 Penalty: 2922.379150
	Iteration 82Q: 3 clusters Score -948326.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -948328.250000 Penalty: 2922.379150
	Iteration 83Q: 3 clusters Score -948328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -948327.500000 Penalty: 2922.379150
	Iteration 84Q: 3 clusters Score -948327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -948330.375000 Penalty: 2922.379150
	Iteration 85Q: 3 clusters Score -948330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -948331.437500 Penalty: 2922.379150
	Iteration 86Q: 3 clusters Score -948331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -948331.437500 Penalty: 2922.379150
	Iteration 87Q: 3 clusters Score -948331.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -948331.437500 Penalty: 2922.379150
	Iteration 88F: 3 clusters Score -948331.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84476 members 
Entering Unmasked Estep 
Score: -10434075.000000 Penalty: 1843.436279
	Iteration 0F: 2 clusters Score -1.043408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -10382046.000000 Penalty: 3686.872559
	Iteration 0F: 3 clusters Score -1.038205e+07 nChanged 40309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -10405484.000000 Penalty: 3686.872559
	Iteration 1F: 3 clusters Score -1.040548e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -10406311.000000 Penalty: 3686.872559
	Iteration 2Q: 3 clusters Score -1.040631e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -10407418.000000 Penalty: 3686.872559
	Iteration 3Q: 3 clusters Score -1.040742e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -10408823.000000 Penalty: 3686.872559
	Iteration 4Q: 3 clusters Score -1.040882e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -10410340.000000 Penalty: 3686.872559
	Iteration 5Q: 3 clusters Score -1.041034e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -10412427.000000 Penalty: 3686.872559
	Iteration 6Q: 3 clusters Score -1.041243e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -10415117.000000 Penalty: 3686.872559
	Iteration 7F: 3 clusters Score -1.041512e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -10418541.000000 Penalty: 3686.872559
	Iteration 8F: 3 clusters Score -1.041854e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -10422428.000000 Penalty: 3686.872559
	Iteration 9F: 3 clusters Score -1.042243e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -10425886.000000 Penalty: 3686.872559
	Iteration 10F: 3 clusters Score -1.042589e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -10428457.000000 Penalty: 3686.872559
	Iteration 11F: 3 clusters Score -1.042846e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -10430169.000000 Penalty: 3686.872559
	Iteration 12Q: 3 clusters Score -1.043017e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -10431092.000000 Penalty: 3686.872559
	Iteration 13Q: 3 clusters Score -1.043109e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -10431750.000000 Penalty: 3686.872559
	Iteration 14Q: 3 clusters Score -1.043175e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 83259 members 
Entering Unmasked Estep 
Score: -10432105.000000 Penalty: 3686.872559
	Iteration 15Q: 3 clusters Score -1.04321e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 83657 members 
Entering Unmasked Estep 
Score: -10432329.000000 Penalty: 3686.872559
	Iteration 16Q: 3 clusters Score -1.043233e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -10432512.000000 Penalty: 3686.872559
	Iteration 17Q: 3 clusters Score -1.043251e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -10432565.000000 Penalty: 3686.872559
	Iteration 18Q: 3 clusters Score -1.043256e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 84086 members 
Entering Unmasked Estep 
Score: -10432634.000000 Penalty: 3686.872559
	Iteration 19Q: 3 clusters Score -1.043263e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -10432685.000000 Penalty: 3686.872559
	Iteration 20F: 3 clusters Score -1.043268e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 84158 members 
Entering Unmasked Estep 
Score: -10432705.000000 Penalty: 3686.872559
	Iteration 21Q: 3 clusters Score -1.04327e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -10432731.000000 Penalty: 3686.872559
	Iteration 22Q: 3 clusters Score -1.043273e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 84188 members 
Entering Unmasked Estep 
Score: -10432762.000000 Penalty: 3686.872559
	Iteration 23Q: 3 clusters Score -1.043276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
Score: -10432768.000000 Penalty: 3686.872559
	Iteration 24Q: 3 clusters Score -1.043277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -10432785.000000 Penalty: 3686.872559
	Iteration 25Q: 3 clusters Score -1.043278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -10432800.000000 Penalty: 3686.872559
	Iteration 26Q: 3 clusters Score -1.04328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 84222 members 
Entering Unmasked Estep 
Score: -10432799.000000 Penalty: 3686.872559
	Iteration 27Q: 3 clusters Score -1.04328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
Score: -10432818.000000 Penalty: 3686.872559
	Iteration 28Q: 3 clusters Score -1.043282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
Score: -10432823.000000 Penalty: 3686.872559
	Iteration 29Q: 3 clusters Score -1.043282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -10432835.000000 Penalty: 3686.872559
	Iteration 30Q: 3 clusters Score -1.043284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -10432840.000000 Penalty: 3686.872559
	Iteration 31Q: 3 clusters Score -1.043284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 84222 members 
Entering Unmasked Estep 
Score: -10432841.000000 Penalty: 3686.872559
	Iteration 32Q: 3 clusters Score -1.043284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 84225 members 
Entering Unmasked Estep 
Score: -10432856.000000 Penalty: 3686.872559
	Iteration 33Q: 3 clusters Score -1.043286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 84223 members 
Entering Unmasked Estep 
Score: -10432855.000000 Penalty: 3686.872559
	Iteration 34Q: 3 clusters Score -1.043286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -10432852.000000 Penalty: 3686.872559
	Iteration 35Q: 3 clusters Score -1.043285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 84228 members 
Entering Unmasked Estep 
Score: -10432854.000000 Penalty: 3686.872559
	Iteration 36Q: 3 clusters Score -1.043285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 84229 members 
Entering Unmasked Estep 
Score: -10432862.000000 Penalty: 3686.872559
	Iteration 37Q: 3 clusters Score -1.043286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -10432865.000000 Penalty: 3686.872559
	Iteration 38Q: 3 clusters Score -1.043286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -10432858.000000 Penalty: 3686.872559
	Iteration 39Q: 3 clusters Score -1.043286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -10432862.000000 Penalty: 3686.872559
	Iteration 40F: 3 clusters Score -1.043286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 84234 members 
Entering Unmasked Estep 
Score: -10432868.000000 Penalty: 3686.872559
	Iteration 41Q: 3 clusters Score -1.043287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -10432867.000000 Penalty: 3686.872559
	Iteration 42Q: 3 clusters Score -1.043287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -10432872.000000 Penalty: 3686.872559
	Iteration 43Q: 3 clusters Score -1.043287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -10432867.000000 Penalty: 3686.872559
	Iteration 44Q: 3 clusters Score -1.043287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -10432870.000000 Penalty: 3686.872559
	Iteration 45Q: 3 clusters Score -1.043287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -10432870.000000 Penalty: 3686.872559
	Iteration 46F: 3 clusters Score -1.043287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Entering Unmasked Estep 
Score: -2032936.875000 Penalty: 1582.236816
	Iteration 0F: 2 clusters Score -2032937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2021312.250000 Penalty: 3164.473633
	Iteration 0F: 3 clusters Score -2021312 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2025480.750000 Penalty: 3164.473633
	Iteration 1F: 3 clusters Score -2025481 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2025829.375000 Penalty: 3164.473633
	Iteration 2F: 3 clusters Score -2025829 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2026178.125000 Penalty: 3164.473633
	Iteration 3F: 3 clusters Score -2026178 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2026522.750000 Penalty: 3164.473633
	Iteration 4Q: 3 clusters Score -2026523 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2026873.625000 Penalty: 3164.473633
	Iteration 5Q: 3 clusters Score -2026874 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2027324.375000 Penalty: 3164.473633
	Iteration 6Q: 3 clusters Score -2027324 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2027838.125000 Penalty: 3164.473633
	Iteration 7Q: 3 clusters Score -2027838 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2028419.250000 Penalty: 3164.473633
	Iteration 8F: 3 clusters Score -2028419 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2029009.375000 Penalty: 3164.473633
	Iteration 9Q: 3 clusters Score -2029009 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2029478.125000 Penalty: 3164.473633
	Iteration 10Q: 3 clusters Score -2029478 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2029833.125000 Penalty: 3164.473633
	Iteration 11Q: 3 clusters Score -2029833 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2030037.875000 Penalty: 3164.473633
	Iteration 12Q: 3 clusters Score -2030038 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2030149.250000 Penalty: 3164.473633
	Iteration 13Q: 3 clusters Score -2030149 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2030212.125000 Penalty: 3164.473633
	Iteration 14Q: 3 clusters Score -2030212 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2030248.125000 Penalty: 3164.473633
	Iteration 15Q: 3 clusters Score -2030248 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2030283.250000 Penalty: 3164.473633
	Iteration 16Q: 3 clusters Score -2030283 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2030304.750000 Penalty: 3164.473633
	Iteration 17Q: 3 clusters Score -2030305 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2030324.625000 Penalty: 3164.473633
	Iteration 18Q: 3 clusters Score -2030325 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2030342.250000 Penalty: 3164.473633
	Iteration 19Q: 3 clusters Score -2030342 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2030355.500000 Penalty: 3164.473633
	Iteration 20F: 3 clusters Score -2030356 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2030366.000000 Penalty: 3164.473633
	Iteration 21Q: 3 clusters Score -2030366 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2030383.375000 Penalty: 3164.473633
	Iteration 22Q: 3 clusters Score -2030383 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2030408.375000 Penalty: 3164.473633
	Iteration 23Q: 3 clusters Score -2030408 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2030416.125000 Penalty: 3164.473633
	Iteration 24Q: 3 clusters Score -2030416 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2030433.750000 Penalty: 3164.473633
	Iteration 25Q: 3 clusters Score -2030434 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2030449.375000 Penalty: 3164.473633
	Iteration 26Q: 3 clusters Score -2030449 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2030461.500000 Penalty: 3164.473633
	Iteration 27Q: 3 clusters Score -2030462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2030475.500000 Penalty: 3164.473633
	Iteration 28Q: 3 clusters Score -2030476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2030504.875000 Penalty: 3164.473633
	Iteration 29Q: 3 clusters Score -2030505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2030533.875000 Penalty: 3164.473633
	Iteration 30Q: 3 clusters Score -2030534 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2030552.750000 Penalty: 3164.473633
	Iteration 31Q: 3 clusters Score -2030553 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2030579.500000 Penalty: 3164.473633
	Iteration 32Q: 3 clusters Score -2030580 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2030600.875000 Penalty: 3164.473633
	Iteration 33Q: 3 clusters Score -2030601 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2030648.250000 Penalty: 3164.473633
	Iteration 34Q: 3 clusters Score -2030648 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2030703.375000 Penalty: 3164.473633
	Iteration 35Q: 3 clusters Score -2030703 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2030758.250000 Penalty: 3164.473633
	Iteration 36Q: 3 clusters Score -2030758 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2030810.375000 Penalty: 3164.473633
	Iteration 37Q: 3 clusters Score -2030810 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2030873.125000 Penalty: 3164.473633
	Iteration 38Q: 3 clusters Score -2030873 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2030928.375000 Penalty: 3164.473633
	Iteration 39Q: 3 clusters Score -2030928 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2030997.000000 Penalty: 3164.473633
	Iteration 40F: 3 clusters Score -2030997 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2031048.500000 Penalty: 3164.473633
	Iteration 41Q: 3 clusters Score -2031048 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2031087.875000 Penalty: 3164.473633
	Iteration 42Q: 3 clusters Score -2031088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2031117.625000 Penalty: 3164.473633
	Iteration 43Q: 3 clusters Score -2031118 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2031136.375000 Penalty: 3164.473633
	Iteration 44Q: 3 clusters Score -2031136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2031150.875000 Penalty: 3164.473633
	Iteration 45Q: 3 clusters Score -2031151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2031170.125000 Penalty: 3164.473633
	Iteration 46Q: 3 clusters Score -2031170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2031182.875000 Penalty: 3164.473633
	Iteration 47Q: 3 clusters Score -2031183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2031196.000000 Penalty: 3164.473633
	Iteration 48Q: 3 clusters Score -2031196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2031209.250000 Penalty: 3164.473633
	Iteration 49Q: 3 clusters Score -2031209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2031216.750000 Penalty: 3164.473633
	Iteration 50Q: 3 clusters Score -2031217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2031226.000000 Penalty: 3164.473633
	Iteration 51Q: 3 clusters Score -2031226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2031239.125000 Penalty: 3164.473633
	Iteration 52Q: 3 clusters Score -2031239 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2031248.500000 Penalty: 3164.473633
	Iteration 53Q: 3 clusters Score -2031248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2031255.000000 Penalty: 3164.473633
	Iteration 54Q: 3 clusters Score -2031255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2031258.375000 Penalty: 3164.473633
	Iteration 55Q: 3 clusters Score -2031258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2031269.250000 Penalty: 3164.473633
	Iteration 56Q: 3 clusters Score -2031269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2031271.375000 Penalty: 3164.473633
	Iteration 57Q: 3 clusters Score -2031271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2031274.375000 Penalty: 3164.473633
	Iteration 58Q: 3 clusters Score -2031274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2031278.875000 Penalty: 3164.473633
	Iteration 59Q: 3 clusters Score -2031279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2031287.875000 Penalty: 3164.473633
	Iteration 60F: 3 clusters Score -2031288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2031296.000000 Penalty: 3164.473633
	Iteration 61Q: 3 clusters Score -2031296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2031301.125000 Penalty: 3164.473633
	Iteration 62Q: 3 clusters Score -2031301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2031309.875000 Penalty: 3164.473633
	Iteration 63Q: 3 clusters Score -2031310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2031324.000000 Penalty: 3164.473633
	Iteration 64Q: 3 clusters Score -2031324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2031335.500000 Penalty: 3164.473633
	Iteration 65Q: 3 clusters Score -2031336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2031350.250000 Penalty: 3164.473633
	Iteration 66Q: 3 clusters Score -2031350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2031364.125000 Penalty: 3164.473633
	Iteration 67Q: 3 clusters Score -2031364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2031382.250000 Penalty: 3164.473633
	Iteration 68Q: 3 clusters Score -2031382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2031388.375000 Penalty: 3164.473633
	Iteration 69Q: 3 clusters Score -2031388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2031395.125000 Penalty: 3164.473633
	Iteration 70Q: 3 clusters Score -2031395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2031401.500000 Penalty: 3164.473633
	Iteration 71Q: 3 clusters Score -2031402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2031411.375000 Penalty: 3164.473633
	Iteration 72Q: 3 clusters Score -2031411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2031413.750000 Penalty: 3164.473633
	Iteration 73Q: 3 clusters Score -2031414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2031423.125000 Penalty: 3164.473633
	Iteration 74Q: 3 clusters Score -2031423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2031427.000000 Penalty: 3164.473633
	Iteration 75Q: 3 clusters Score -2031427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2031430.375000 Penalty: 3164.473633
	Iteration 76Q: 3 clusters Score -2031430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2031433.500000 Penalty: 3164.473633
	Iteration 77Q: 3 clusters Score -2031434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2031437.750000 Penalty: 3164.473633
	Iteration 78Q: 3 clusters Score -2031438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2031439.625000 Penalty: 3164.473633
	Iteration 79Q: 3 clusters Score -2031440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2031440.375000 Penalty: 3164.473633
	Iteration 80F: 3 clusters Score -2031440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2031444.500000 Penalty: 3164.473633
	Iteration 81Q: 3 clusters Score -2031444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2031444.125000 Penalty: 3164.473633
	Iteration 82Q: 3 clusters Score -2031444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2031453.125000 Penalty: 3164.473633
	Iteration 83Q: 3 clusters Score -2031453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2031457.000000 Penalty: 3164.473633
	Iteration 84Q: 3 clusters Score -2031457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2031460.125000 Penalty: 3164.473633
	Iteration 85Q: 3 clusters Score -2031460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2031460.000000 Penalty: 3164.473633
	Iteration 86Q: 3 clusters Score -2031460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2031465.750000 Penalty: 3164.473633
	Iteration 87Q: 3 clusters Score -2031466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2031468.875000 Penalty: 3164.473633
	Iteration 88Q: 3 clusters Score -2031469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2031471.125000 Penalty: 3164.473633
	Iteration 89Q: 3 clusters Score -2031471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2031477.250000 Penalty: 3164.473633
	Iteration 90Q: 3 clusters Score -2031477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2031479.250000 Penalty: 3164.473633
	Iteration 91Q: 3 clusters Score -2031479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2031482.375000 Penalty: 3164.473633
	Iteration 92Q: 3 clusters Score -2031482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2031483.750000 Penalty: 3164.473633
	Iteration 93Q: 3 clusters Score -2031484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2031482.625000 Penalty: 3164.473633
	Iteration 94Q: 3 clusters Score -2031483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2031484.250000 Penalty: 3164.473633
	Iteration 95Q: 3 clusters Score -2031484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2031488.375000 Penalty: 3164.473633
	Iteration 96Q: 3 clusters Score -2031488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2031484.750000 Penalty: 3164.473633
	Iteration 97Q: 3 clusters Score -2031485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2031488.375000 Penalty: 3164.473633
	Iteration 98Q: 3 clusters Score -2031488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2031488.125000 Penalty: 3164.473633
	Iteration 99Q: 3 clusters Score -2031488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2031489.000000 Penalty: 3164.473633
	Iteration 100F: 3 clusters Score -2031489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2031490.250000 Penalty: 3164.473633
	Iteration 101Q: 3 clusters Score -2031490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2031488.750000 Penalty: 3164.473633
	Iteration 102Q: 3 clusters Score -2031489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2031493.125000 Penalty: 3164.473633
	Iteration 103Q: 3 clusters Score -2031493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2031492.375000 Penalty: 3164.473633
	Iteration 104Q: 3 clusters Score -2031492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2031494.750000 Penalty: 3164.473633
	Iteration 105Q: 3 clusters Score -2031495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2031495.250000 Penalty: 3164.473633
	Iteration 106Q: 3 clusters Score -2031495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2031496.125000 Penalty: 3164.473633
	Iteration 107Q: 3 clusters Score -2031496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2031498.125000 Penalty: 3164.473633
	Iteration 108Q: 3 clusters Score -2031498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2031493.875000 Penalty: 3164.473633
	Iteration 109Q: 3 clusters Score -2031494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2031493.875000 Penalty: 3164.473633
	Iteration 110F: 3 clusters Score -2031494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Entering Unmasked Estep 
Score: -3937096.500000 Penalty: 1680.081665
	Iteration 0F: 2 clusters Score -3937096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3916400.250000 Penalty: 3360.163330
	Iteration 0F: 3 clusters Score -3916400 nChanged 14145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -3924324.750000 Penalty: 3360.163330
	Iteration 1F: 3 clusters Score -3924325 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3924736.250000 Penalty: 3360.163330
	Iteration 2Q: 3 clusters Score -3924736 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3925259.250000 Penalty: 3360.163330
	Iteration 3Q: 3 clusters Score -3925259 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3925968.750000 Penalty: 3360.163330
	Iteration 4Q: 3 clusters Score -3925969 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3927125.000000 Penalty: 3360.163330
	Iteration 5F: 3 clusters Score -3927125 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3929077.500000 Penalty: 3360.163330
	Iteration 6F: 3 clusters Score -3929078 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3931391.750000 Penalty: 3360.163330
	Iteration 7F: 3 clusters Score -3931392 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3933537.250000 Penalty: 3360.163330
	Iteration 8F: 3 clusters Score -3933537 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3934828.500000 Penalty: 3360.163330
	Iteration 9Q: 3 clusters Score -3934828 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3935347.000000 Penalty: 3360.163330
	Iteration 10Q: 3 clusters Score -3935347 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3935531.250000 Penalty: 3360.163330
	Iteration 11Q: 3 clusters Score -3935531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3935584.250000 Penalty: 3360.163330
	Iteration 12Q: 3 clusters Score -3935584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3935627.500000 Penalty: 3360.163330
	Iteration 13Q: 3 clusters Score -3935628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3935654.500000 Penalty: 3360.163330
	Iteration 14Q: 3 clusters Score -3935654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3935660.500000 Penalty: 3360.163330
	Iteration 15Q: 3 clusters Score -3935660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3935676.250000 Penalty: 3360.163330
	Iteration 16Q: 3 clusters Score -3935676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3935686.250000 Penalty: 3360.163330
	Iteration 17Q: 3 clusters Score -3935686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3935697.750000 Penalty: 3360.163330
	Iteration 18Q: 3 clusters Score -3935698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3935699.250000 Penalty: 3360.163330
	Iteration 19Q: 3 clusters Score -3935699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3935706.750000 Penalty: 3360.163330
	Iteration 20F: 3 clusters Score -3935707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3935708.500000 Penalty: 3360.163330
	Iteration 21Q: 3 clusters Score -3935708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3935708.000000 Penalty: 3360.163330
	Iteration 22Q: 3 clusters Score -3935708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3935715.250000 Penalty: 3360.163330
	Iteration 23Q: 3 clusters Score -3935715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3935712.250000 Penalty: 3360.163330
	Iteration 24Q: 3 clusters Score -3935712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3935714.750000 Penalty: 3360.163330
	Iteration 25Q: 3 clusters Score -3935715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3935715.250000 Penalty: 3360.163330
	Iteration 26Q: 3 clusters Score -3935715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3935715.250000 Penalty: 3360.163330
	Iteration 27F: 3 clusters Score -3935715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Entering Unmasked Estep 
Score: -858796.437500 Penalty: 1433.003418
	Iteration 0F: 2 clusters Score -858796.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -853698.125000 Penalty: 2866.006836
	Iteration 0F: 3 clusters Score -853698.1 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -855228.312500 Penalty: 2866.006836
	Iteration 1F: 3 clusters Score -855228.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -855361.437500 Penalty: 2866.006836
	Iteration 2F: 3 clusters Score -855361.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -855457.062500 Penalty: 2866.006836
	Iteration 3Q: 3 clusters Score -855457.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -855537.312500 Penalty: 2866.006836
	Iteration 4Q: 3 clusters Score -855537.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -855601.812500 Penalty: 2866.006836
	Iteration 5Q: 3 clusters Score -855601.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -855661.812500 Penalty: 2866.006836
	Iteration 6Q: 3 clusters Score -855661.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -855718.937500 Penalty: 2866.006836
	Iteration 7Q: 3 clusters Score -855718.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -855772.625000 Penalty: 2866.006836
	Iteration 8Q: 3 clusters Score -855772.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -855825.250000 Penalty: 2866.006836
	Iteration 9Q: 3 clusters Score -855825.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -855874.812500 Penalty: 2866.006836
	Iteration 10Q: 3 clusters Score -855874.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -855926.625000 Penalty: 2866.006836
	Iteration 11Q: 3 clusters Score -855926.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -855973.250000 Penalty: 2866.006836
	Iteration 12Q: 3 clusters Score -855973.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -856015.125000 Penalty: 2866.006836
	Iteration 13Q: 3 clusters Score -856015.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -856050.875000 Penalty: 2866.006836
	Iteration 14Q: 3 clusters Score -856050.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -856083.750000 Penalty: 2866.006836
	Iteration 15Q: 3 clusters Score -856083.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -856116.312500 Penalty: 2866.006836
	Iteration 16Q: 3 clusters Score -856116.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -856151.750000 Penalty: 2866.006836
	Iteration 17Q: 3 clusters Score -856151.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -856195.000000 Penalty: 2866.006836
	Iteration 18Q: 3 clusters Score -856195 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -856242.250000 Penalty: 2866.006836
	Iteration 19Q: 3 clusters Score -856242.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -856289.812500 Penalty: 2866.006836
	Iteration 20F: 3 clusters Score -856289.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -856343.750000 Penalty: 2866.006836
	Iteration 21Q: 3 clusters Score -856343.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -856396.875000 Penalty: 2866.006836
	Iteration 22Q: 3 clusters Score -856396.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -856446.875000 Penalty: 2866.006836
	Iteration 23Q: 3 clusters Score -856446.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -856483.937500 Penalty: 2866.006836
	Iteration 24Q: 3 clusters Score -856483.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -856513.375000 Penalty: 2866.006836
	Iteration 25Q: 3 clusters Score -856513.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -856545.625000 Penalty: 2866.006836
	Iteration 26Q: 3 clusters Score -856545.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -856589.187500 Penalty: 2866.006836
	Iteration 27Q: 3 clusters Score -856589.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -856630.687500 Penalty: 2866.006836
	Iteration 28Q: 3 clusters Score -856630.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -856656.000000 Penalty: 2866.006836
	Iteration 29Q: 3 clusters Score -856656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -856674.625000 Penalty: 2866.006836
	Iteration 30Q: 3 clusters Score -856674.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -856691.500000 Penalty: 2866.006836
	Iteration 31Q: 3 clusters Score -856691.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -856706.937500 Penalty: 2866.006836
	Iteration 32Q: 3 clusters Score -856706.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -856718.937500 Penalty: 2866.006836
	Iteration 33Q: 3 clusters Score -856718.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -856732.875000 Penalty: 2866.006836
	Iteration 34Q: 3 clusters Score -856732.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -856747.062500 Penalty: 2866.006836
	Iteration 35Q: 3 clusters Score -856747.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -856760.937500 Penalty: 2866.006836
	Iteration 36Q: 3 clusters Score -856760.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -856771.375000 Penalty: 2866.006836
	Iteration 37Q: 3 clusters Score -856771.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -856783.125000 Penalty: 2866.006836
	Iteration 38Q: 3 clusters Score -856783.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -856793.562500 Penalty: 2866.006836
	Iteration 39Q: 3 clusters Score -856793.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -856802.687500 Penalty: 2866.006836
	Iteration 40F: 3 clusters Score -856802.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -856812.500000 Penalty: 2866.006836
	Iteration 41Q: 3 clusters Score -856812.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -856822.500000 Penalty: 2866.006836
	Iteration 42Q: 3 clusters Score -856822.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -856830.437500 Penalty: 2866.006836
	Iteration 43Q: 3 clusters Score -856830.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -856836.187500 Penalty: 2866.006836
	Iteration 44Q: 3 clusters Score -856836.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -856852.500000 Penalty: 2866.006836
	Iteration 45Q: 3 clusters Score -856852.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -856871.687500 Penalty: 2866.006836
	Iteration 46Q: 3 clusters Score -856871.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -856898.250000 Penalty: 2866.006836
	Iteration 47Q: 3 clusters Score -856898.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -856924.500000 Penalty: 2866.006836
	Iteration 48Q: 3 clusters Score -856924.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -856949.312500 Penalty: 2866.006836
	Iteration 49Q: 3 clusters Score -856949.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -856986.062500 Penalty: 2866.006836
	Iteration 50Q: 3 clusters Score -856986.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -857027.187500 Penalty: 2866.006836
	Iteration 51Q: 3 clusters Score -857027.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -857071.000000 Penalty: 2866.006836
	Iteration 52Q: 3 clusters Score -857071 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -857115.875000 Penalty: 2866.006836
	Iteration 53Q: 3 clusters Score -857115.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -857153.125000 Penalty: 2866.006836
	Iteration 54Q: 3 clusters Score -857153.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -857188.937500 Penalty: 2866.006836
	Iteration 55Q: 3 clusters Score -857188.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -857221.500000 Penalty: 2866.006836
	Iteration 56Q: 3 clusters Score -857221.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -857251.062500 Penalty: 2866.006836
	Iteration 57Q: 3 clusters Score -857251.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -857284.312500 Penalty: 2866.006836
	Iteration 58Q: 3 clusters Score -857284.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -857311.562500 Penalty: 2866.006836
	Iteration 59Q: 3 clusters Score -857311.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -857335.812500 Penalty: 2866.006836
	Iteration 60F: 3 clusters Score -857335.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -857358.812500 Penalty: 2866.006836
	Iteration 61Q: 3 clusters Score -857358.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -857383.125000 Penalty: 2866.006836
	Iteration 62Q: 3 clusters Score -857383.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -857405.937500 Penalty: 2866.006836
	Iteration 63Q: 3 clusters Score -857405.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -857427.937500 Penalty: 2866.006836
	Iteration 64Q: 3 clusters Score -857427.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -857441.187500 Penalty: 2866.006836
	Iteration 65Q: 3 clusters Score -857441.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -857449.875000 Penalty: 2866.006836
	Iteration 66Q: 3 clusters Score -857449.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -857459.625000 Penalty: 2866.006836
	Iteration 67Q: 3 clusters Score -857459.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -857473.625000 Penalty: 2866.006836
	Iteration 68Q: 3 clusters Score -857473.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -857483.062500 Penalty: 2866.006836
	Iteration 69Q: 3 clusters Score -857483.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -857497.687500 Penalty: 2866.006836
	Iteration 70Q: 3 clusters Score -857497.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -857511.250000 Penalty: 2866.006836
	Iteration 71Q: 3 clusters Score -857511.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -857520.312500 Penalty: 2866.006836
	Iteration 72Q: 3 clusters Score -857520.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -857529.312500 Penalty: 2866.006836
	Iteration 73Q: 3 clusters Score -857529.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -857538.187500 Penalty: 2866.006836
	Iteration 74Q: 3 clusters Score -857538.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -857540.500000 Penalty: 2866.006836
	Iteration 75Q: 3 clusters Score -857540.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -857545.062500 Penalty: 2866.006836
	Iteration 76Q: 3 clusters Score -857545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -857550.000000 Penalty: 2866.006836
	Iteration 77Q: 3 clusters Score -857550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -857554.562500 Penalty: 2866.006836
	Iteration 78Q: 3 clusters Score -857554.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -857561.250000 Penalty: 2866.006836
	Iteration 79Q: 3 clusters Score -857561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -857563.375000 Penalty: 2866.006836
	Iteration 80F: 3 clusters Score -857563.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -857563.500000 Penalty: 2866.006836
	Iteration 81Q: 3 clusters Score -857563.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -857564.625000 Penalty: 2866.006836
	Iteration 82Q: 3 clusters Score -857564.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -857564.500000 Penalty: 2866.006836
	Iteration 83Q: 3 clusters Score -857564.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -857564.500000 Penalty: 2866.006836
	Iteration 84F: 3 clusters Score -857564.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Entering Unmasked Estep 
Score: -445349.718750 Penalty: 1334.630493
	Iteration 0F: 2 clusters Score -445349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -442180.000000 Penalty: 2669.260986
	Iteration 0F: 3 clusters Score -442180 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -442981.687500 Penalty: 2669.260986
	Iteration 1F: 3 clusters Score -442981.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -443114.500000 Penalty: 2669.260986
	Iteration 2F: 3 clusters Score -443114.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -443202.218750 Penalty: 2669.260986
	Iteration 3Q: 3 clusters Score -443202.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -443286.656250 Penalty: 2669.260986
	Iteration 4Q: 3 clusters Score -443286.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -443347.468750 Penalty: 2669.260986
	Iteration 5Q: 3 clusters Score -443347.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -443411.312500 Penalty: 2669.260986
	Iteration 6Q: 3 clusters Score -443411.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -443478.187500 Penalty: 2669.260986
	Iteration 7Q: 3 clusters Score -443478.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -443545.093750 Penalty: 2669.260986
	Iteration 8Q: 3 clusters Score -443545.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -443611.562500 Penalty: 2669.260986
	Iteration 9Q: 3 clusters Score -443611.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -443677.781250 Penalty: 2669.260986
	Iteration 10Q: 3 clusters Score -443677.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -443722.656250 Penalty: 2669.260986
	Iteration 11Q: 3 clusters Score -443722.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -443776.906250 Penalty: 2669.260986
	Iteration 12Q: 3 clusters Score -443776.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -443812.781250 Penalty: 2669.260986
	Iteration 13Q: 3 clusters Score -443812.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -443841.812500 Penalty: 2669.260986
	Iteration 14Q: 3 clusters Score -443841.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -443864.687500 Penalty: 2669.260986
	Iteration 15Q: 3 clusters Score -443864.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -443886.843750 Penalty: 2669.260986
	Iteration 16Q: 3 clusters Score -443886.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -443911.125000 Penalty: 2669.260986
	Iteration 17Q: 3 clusters Score -443911.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -443936.812500 Penalty: 2669.260986
	Iteration 18Q: 3 clusters Score -443936.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -443962.437500 Penalty: 2669.260986
	Iteration 19Q: 3 clusters Score -443962.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -443993.031250 Penalty: 2669.260986
	Iteration 20F: 3 clusters Score -443993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -444018.156250 Penalty: 2669.260986
	Iteration 21Q: 3 clusters Score -444018.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -444038.812500 Penalty: 2669.260986
	Iteration 22Q: 3 clusters Score -444038.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -444058.000000 Penalty: 2669.260986
	Iteration 23Q: 3 clusters Score -444058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -444074.625000 Penalty: 2669.260986
	Iteration 24Q: 3 clusters Score -444074.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -444086.187500 Penalty: 2669.260986
	Iteration 25Q: 3 clusters Score -444086.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -444090.593750 Penalty: 2669.260986
	Iteration 26Q: 3 clusters Score -444090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -444095.406250 Penalty: 2669.260986
	Iteration 27Q: 3 clusters Score -444095.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -444099.406250 Penalty: 2669.260986
	Iteration 28Q: 3 clusters Score -444099.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -444105.281250 Penalty: 2669.260986
	Iteration 29Q: 3 clusters Score -444105.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -444115.250000 Penalty: 2669.260986
	Iteration 30Q: 3 clusters Score -444115.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -444121.750000 Penalty: 2669.260986
	Iteration 31Q: 3 clusters Score -444121.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -444127.406250 Penalty: 2669.260986
	Iteration 32Q: 3 clusters Score -444127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -444130.312500 Penalty: 2669.260986
	Iteration 33Q: 3 clusters Score -444130.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -444131.343750 Penalty: 2669.260986
	Iteration 34Q: 3 clusters Score -444131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -444136.937500 Penalty: 2669.260986
	Iteration 35Q: 3 clusters Score -444136.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -444140.718750 Penalty: 2669.260986
	Iteration 36Q: 3 clusters Score -444140.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -444143.718750 Penalty: 2669.260986
	Iteration 37Q: 3 clusters Score -444143.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -444151.531250 Penalty: 2669.260986
	Iteration 38Q: 3 clusters Score -444151.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -444153.968750 Penalty: 2669.260986
	Iteration 39Q: 3 clusters Score -444154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -444155.718750 Penalty: 2669.260986
	Iteration 40F: 3 clusters Score -444155.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -444156.562500 Penalty: 2669.260986
	Iteration 41Q: 3 clusters Score -444156.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -444156.562500 Penalty: 2669.260986
	Iteration 42F: 3 clusters Score -444156.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Entering Unmasked Estep 
Score: -4016565.250000 Penalty: 1686.709839
	Iteration 0F: 2 clusters Score -4016565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3994745.500000 Penalty: 3373.419678
	Iteration 0F: 3 clusters Score -3994746 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -4003076.750000 Penalty: 3373.419678
	Iteration 1F: 3 clusters Score -4003077 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -4003631.250000 Penalty: 3373.419678
	Iteration 2Q: 3 clusters Score -4003631 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -4004324.500000 Penalty: 3373.419678
	Iteration 3F: 3 clusters Score -4004324 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -4005386.000000 Penalty: 3373.419678
	Iteration 4F: 3 clusters Score -4005386 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -4006941.750000 Penalty: 3373.419678
	Iteration 5F: 3 clusters Score -4006942 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -4009015.000000 Penalty: 3373.419678
	Iteration 6F: 3 clusters Score -4009015 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4011216.500000 Penalty: 3373.419678
	Iteration 7F: 3 clusters Score -4011216 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4013041.750000 Penalty: 3373.419678
	Iteration 8F: 3 clusters Score -4013042 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4014083.000000 Penalty: 3373.419678
	Iteration 9Q: 3 clusters Score -4014083 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4014646.500000 Penalty: 3373.419678
	Iteration 10Q: 3 clusters Score -4014646 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4014894.250000 Penalty: 3373.419678
	Iteration 11Q: 3 clusters Score -4014894 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4015009.750000 Penalty: 3373.419678
	Iteration 12Q: 3 clusters Score -4015010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4015071.500000 Penalty: 3373.419678
	Iteration 13Q: 3 clusters Score -4015072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4015093.500000 Penalty: 3373.419678
	Iteration 14Q: 3 clusters Score -4015094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4015105.250000 Penalty: 3373.419678
	Iteration 15Q: 3 clusters Score -4015105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4015109.750000 Penalty: 3373.419678
	Iteration 16Q: 3 clusters Score -4015110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4015116.000000 Penalty: 3373.419678
	Iteration 17Q: 3 clusters Score -4015116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4015121.000000 Penalty: 3373.419678
	Iteration 18Q: 3 clusters Score -4015121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4015124.500000 Penalty: 3373.419678
	Iteration 19Q: 3 clusters Score -4015124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4015124.500000 Penalty: 3373.419678
	Iteration 20F: 3 clusters Score -4015124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (71586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Entering Unmasked Estep 
Score: -8921163.000000 Penalty: 1816.531372
	Iteration 0F: 2 clusters Score -8921163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -8875636.000000 Penalty: 3633.062744
	Iteration 0F: 3 clusters Score -8875636 nChanged 33921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -8894884.000000 Penalty: 3633.062744
	Iteration 1F: 3 clusters Score -8894884 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -8895384.000000 Penalty: 3633.062744
	Iteration 2Q: 3 clusters Score -8895384 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -8895943.000000 Penalty: 3633.062744
	Iteration 3Q: 3 clusters Score -8895943 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -8896569.000000 Penalty: 3633.062744
	Iteration 4Q: 3 clusters Score -8896569 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -8897410.000000 Penalty: 3633.062744
	Iteration 5Q: 3 clusters Score -8897410 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -8898734.000000 Penalty: 3633.062744
	Iteration 6Q: 3 clusters Score -8898734 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -8900970.000000 Penalty: 3633.062744
	Iteration 7F: 3 clusters Score -8900970 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -8904122.000000 Penalty: 3633.062744
	Iteration 8F: 3 clusters Score -8904122 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -8907882.000000 Penalty: 3633.062744
	Iteration 9F: 3 clusters Score -8907882 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -8911355.000000 Penalty: 3633.062744
	Iteration 10F: 3 clusters Score -8911355 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -8913752.000000 Penalty: 3633.062744
	Iteration 11Q: 3 clusters Score -8913752 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -8915306.000000 Penalty: 3633.062744
	Iteration 12Q: 3 clusters Score -8915306 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -8916314.000000 Penalty: 3633.062744
	Iteration 13Q: 3 clusters Score -8916314 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -8916981.000000 Penalty: 3633.062744
	Iteration 14Q: 3 clusters Score -8916981 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -8917426.000000 Penalty: 3633.062744
	Iteration 15Q: 3 clusters Score -8917426 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8917853.000000 Penalty: 3633.062744
	Iteration 16Q: 3 clusters Score -8917853 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -8918163.000000 Penalty: 3633.062744
	Iteration 17Q: 3 clusters Score -8918163 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8918464.000000 Penalty: 3633.062744
	Iteration 18Q: 3 clusters Score -8918464 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8918720.000000 Penalty: 3633.062744
	Iteration 19Q: 3 clusters Score -8918720 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70525 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8918920.000000 Penalty: 3633.062744
	Iteration 20F: 3 clusters Score -8918920 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8919099.000000 Penalty: 3633.062744
	Iteration 21Q: 3 clusters Score -8919099 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8919219.000000 Penalty: 3633.062744
	Iteration 22Q: 3 clusters Score -8919219 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8919292.000000 Penalty: 3633.062744
	Iteration 23Q: 3 clusters Score -8919292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8919309.000000 Penalty: 3633.062744
	Iteration 24Q: 3 clusters Score -8919309 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8919343.000000 Penalty: 3633.062744
	Iteration 25Q: 3 clusters Score -8919343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8919370.000000 Penalty: 3633.062744
	Iteration 26Q: 3 clusters Score -8919370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8919386.000000 Penalty: 3633.062744
	Iteration 27Q: 3 clusters Score -8919386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8919401.000000 Penalty: 3633.062744
	Iteration 28Q: 3 clusters Score -8919401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8919402.000000 Penalty: 3633.062744
	Iteration 29Q: 3 clusters Score -8919402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8919411.000000 Penalty: 3633.062744
	Iteration 30Q: 3 clusters Score -8919411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8919420.000000 Penalty: 3633.062744
	Iteration 31Q: 3 clusters Score -8919420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8919433.000000 Penalty: 3633.062744
	Iteration 32Q: 3 clusters Score -8919433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8919452.000000 Penalty: 3633.062744
	Iteration 33Q: 3 clusters Score -8919452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8919458.000000 Penalty: 3633.062744
	Iteration 34Q: 3 clusters Score -8919458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8919459.000000 Penalty: 3633.062744
	Iteration 35Q: 3 clusters Score -8919459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8919462.000000 Penalty: 3633.062744
	Iteration 36Q: 3 clusters Score -8919462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8919469.000000 Penalty: 3633.062744
	Iteration 37Q: 3 clusters Score -8919469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8919475.000000 Penalty: 3633.062744
	Iteration 38Q: 3 clusters Score -8919475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8919483.000000 Penalty: 3633.062744
	Iteration 39Q: 3 clusters Score -8919483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8919496.000000 Penalty: 3633.062744
	Iteration 40F: 3 clusters Score -8919496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8919499.000000 Penalty: 3633.062744
	Iteration 41Q: 3 clusters Score -8919499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8919513.000000 Penalty: 3633.062744
	Iteration 42Q: 3 clusters Score -8919513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8919512.000000 Penalty: 3633.062744
	Iteration 43Q: 3 clusters Score -8919512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71248 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8919512.000000 Penalty: 3633.062744
	Iteration 44Q: 3 clusters Score -8919512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71248 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8919512.000000 Penalty: 3633.062744
	Iteration 45F: 3 clusters Score -8919512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (73530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Entering Unmasked Estep 
Score: -9133809.000000 Penalty: 1820.885498
	Iteration 0F: 2 clusters Score -9133809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -9087558.000000 Penalty: 3641.770996
	Iteration 0F: 3 clusters Score -9087558 nChanged 34614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -9107407.000000 Penalty: 3641.770996
	Iteration 1F: 3 clusters Score -9107407 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -9108153.000000 Penalty: 3641.770996
	Iteration 2Q: 3 clusters Score -9108153 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -9109137.000000 Penalty: 3641.770996
	Iteration 3Q: 3 clusters Score -9109137 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -9110271.000000 Penalty: 3641.770996
	Iteration 4Q: 3 clusters Score -9110271 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -9111737.000000 Penalty: 3641.770996
	Iteration 5Q: 3 clusters Score -9111737 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -9113682.000000 Penalty: 3641.770996
	Iteration 6F: 3 clusters Score -9113682 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -9116363.000000 Penalty: 3641.770996
	Iteration 7F: 3 clusters Score -9116363 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -9119281.000000 Penalty: 3641.770996
	Iteration 8F: 3 clusters Score -9119281 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -9122007.000000 Penalty: 3641.770996
	Iteration 9F: 3 clusters Score -9122007 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -9123943.000000 Penalty: 3641.770996
	Iteration 10Q: 3 clusters Score -9123943 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -9124851.000000 Penalty: 3641.770996
	Iteration 11Q: 3 clusters Score -9124851 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -9125184.000000 Penalty: 3641.770996
	Iteration 12Q: 3 clusters Score -9125184 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -9125433.000000 Penalty: 3641.770996
	Iteration 13Q: 3 clusters Score -9125433 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -9125609.000000 Penalty: 3641.770996
	Iteration 14Q: 3 clusters Score -9125609 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -9125736.000000 Penalty: 3641.770996
	Iteration 15Q: 3 clusters Score -9125736 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -9125817.000000 Penalty: 3641.770996
	Iteration 16Q: 3 clusters Score -9125817 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -9125899.000000 Penalty: 3641.770996
	Iteration 17Q: 3 clusters Score -9125899 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -9125997.000000 Penalty: 3641.770996
	Iteration 18Q: 3 clusters Score -9125997 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -9126042.000000 Penalty: 3641.770996
	Iteration 19Q: 3 clusters Score -9126042 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -9126077.000000 Penalty: 3641.770996
	Iteration 20F: 3 clusters Score -9126077 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -9126130.000000 Penalty: 3641.770996
	Iteration 21Q: 3 clusters Score -9126130 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -9126194.000000 Penalty: 3641.770996
	Iteration 22Q: 3 clusters Score -9126194 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -9126277.000000 Penalty: 3641.770996
	Iteration 23Q: 3 clusters Score -9126277 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -9126363.000000 Penalty: 3641.770996
	Iteration 24Q: 3 clusters Score -9126363 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -9126407.000000 Penalty: 3641.770996
	Iteration 25Q: 3 clusters Score -9126407 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -9126463.000000 Penalty: 3641.770996
	Iteration 26Q: 3 clusters Score -9126463 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -9126508.000000 Penalty: 3641.770996
	Iteration 27Q: 3 clusters Score -9126508 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -9126575.000000 Penalty: 3641.770996
	Iteration 28Q: 3 clusters Score -9126575 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -9126667.000000 Penalty: 3641.770996
	Iteration 29Q: 3 clusters Score -9126667 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -9126706.000000 Penalty: 3641.770996
	Iteration 30Q: 3 clusters Score -9126706 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -9126809.000000 Penalty: 3641.770996
	Iteration 31Q: 3 clusters Score -9126809 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -9126879.000000 Penalty: 3641.770996
	Iteration 32Q: 3 clusters Score -9126879 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -9126942.000000 Penalty: 3641.770996
	Iteration 33Q: 3 clusters Score -9126942 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -9127064.000000 Penalty: 3641.770996
	Iteration 34Q: 3 clusters Score -9127064 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -9127162.000000 Penalty: 3641.770996
	Iteration 35Q: 3 clusters Score -9127162 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -9127298.000000 Penalty: 3641.770996
	Iteration 36Q: 3 clusters Score -9127298 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -9127472.000000 Penalty: 3641.770996
	Iteration 37Q: 3 clusters Score -9127472 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -9127696.000000 Penalty: 3641.770996
	Iteration 38Q: 3 clusters Score -9127696 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -9127965.000000 Penalty: 3641.770996
	Iteration 39Q: 3 clusters Score -9127965 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -9128243.000000 Penalty: 3641.770996
	Iteration 40F: 3 clusters Score -9128243 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -9128585.000000 Penalty: 3641.770996
	Iteration 41Q: 3 clusters Score -9128585 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -9128919.000000 Penalty: 3641.770996
	Iteration 42Q: 3 clusters Score -9128919 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -9129205.000000 Penalty: 3641.770996
	Iteration 43Q: 3 clusters Score -9129205 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -9129510.000000 Penalty: 3641.770996
	Iteration 44Q: 3 clusters Score -9129510 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -9129851.000000 Penalty: 3641.770996
	Iteration 45Q: 3 clusters Score -9129851 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -9130119.000000 Penalty: 3641.770996
	Iteration 46Q: 3 clusters Score -9130119 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
Score: -9130369.000000 Penalty: 3641.770996
	Iteration 47Q: 3 clusters Score -9130369 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -9130574.000000 Penalty: 3641.770996
	Iteration 48Q: 3 clusters Score -9130574 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
Score: -9130744.000000 Penalty: 3641.770996
	Iteration 49Q: 3 clusters Score -9130744 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -9130875.000000 Penalty: 3641.770996
	Iteration 50Q: 3 clusters Score -9130875 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -9131036.000000 Penalty: 3641.770996
	Iteration 51Q: 3 clusters Score -9131036 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -9131222.000000 Penalty: 3641.770996
	Iteration 52Q: 3 clusters Score -9131222 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 64926 members 
Entering Unmasked Estep 
Score: -9131387.000000 Penalty: 3641.770996
	Iteration 53Q: 3 clusters Score -9131387 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -9131497.000000 Penalty: 3641.770996
	Iteration 54Q: 3 clusters Score -9131497 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -9131602.000000 Penalty: 3641.770996
	Iteration 55Q: 3 clusters Score -9131602 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -9131699.000000 Penalty: 3641.770996
	Iteration 56Q: 3 clusters Score -9131699 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -9131822.000000 Penalty: 3641.770996
	Iteration 57Q: 3 clusters Score -9131822 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -9131873.000000 Penalty: 3641.770996
	Iteration 58Q: 3 clusters Score -9131873 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 67819 members 
Entering Unmasked Estep 
Score: -9131973.000000 Penalty: 3641.770996
	Iteration 59Q: 3 clusters Score -9131973 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -9131992.000000 Penalty: 3641.770996
	Iteration 60F: 3 clusters Score -9131992 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -9132032.000000 Penalty: 3641.770996
	Iteration 61Q: 3 clusters Score -9132032 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -9132103.000000 Penalty: 3641.770996
	Iteration 62Q: 3 clusters Score -9132103 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -9132145.000000 Penalty: 3641.770996
	Iteration 63Q: 3 clusters Score -9132145 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -9132202.000000 Penalty: 3641.770996
	Iteration 64Q: 3 clusters Score -9132202 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -9132250.000000 Penalty: 3641.770996
	Iteration 65Q: 3 clusters Score -9132250 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
Score: -9132306.000000 Penalty: 3641.770996
	Iteration 66Q: 3 clusters Score -9132306 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -9132335.000000 Penalty: 3641.770996
	Iteration 67Q: 3 clusters Score -9132335 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -9132398.000000 Penalty: 3641.770996
	Iteration 68Q: 3 clusters Score -9132398 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -9132460.000000 Penalty: 3641.770996
	Iteration 69Q: 3 clusters Score -9132460 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -9132530.000000 Penalty: 3641.770996
	Iteration 70Q: 3 clusters Score -9132530 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -9132590.000000 Penalty: 3641.770996
	Iteration 71Q: 3 clusters Score -9132590 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -9132628.000000 Penalty: 3641.770996
	Iteration 72Q: 3 clusters Score -9132628 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -9132678.000000 Penalty: 3641.770996
	Iteration 73Q: 3 clusters Score -9132678 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -9132710.000000 Penalty: 3641.770996
	Iteration 74Q: 3 clusters Score -9132710 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -9132731.000000 Penalty: 3641.770996
	Iteration 75Q: 3 clusters Score -9132731 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -9132745.000000 Penalty: 3641.770996
	Iteration 76Q: 3 clusters Score -9132745 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -9132770.000000 Penalty: 3641.770996
	Iteration 77Q: 3 clusters Score -9132770 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 71687 members 
Entering Unmasked Estep 
Score: -9132797.000000 Penalty: 3641.770996
	Iteration 78Q: 3 clusters Score -9132797 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -9132809.000000 Penalty: 3641.770996
	Iteration 79Q: 3 clusters Score -9132809 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 71834 members 
Entering Unmasked Estep 
Score: -9132839.000000 Penalty: 3641.770996
	Iteration 80F: 3 clusters Score -9132839 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -9132853.000000 Penalty: 3641.770996
	Iteration 81Q: 3 clusters Score -9132853 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -9132900.000000 Penalty: 3641.770996
	Iteration 82Q: 3 clusters Score -9132900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -9132926.000000 Penalty: 3641.770996
	Iteration 83Q: 3 clusters Score -9132926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -9132922.000000 Penalty: 3641.770996
	Iteration 84Q: 3 clusters Score -9132922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
Score: -9132943.000000 Penalty: 3641.770996
	Iteration 85Q: 3 clusters Score -9132943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -9132939.000000 Penalty: 3641.770996
	Iteration 86Q: 3 clusters Score -9132939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -9132950.000000 Penalty: 3641.770996
	Iteration 87Q: 3 clusters Score -9132950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -9132957.000000 Penalty: 3641.770996
	Iteration 88Q: 3 clusters Score -9132957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -9132948.000000 Penalty: 3641.770996
	Iteration 89Q: 3 clusters Score -9132948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 72199 members 
Entering Unmasked Estep 
Score: -9132951.000000 Penalty: 3641.770996
	Iteration 90Q: 3 clusters Score -9132951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
Score: -9132950.000000 Penalty: 3641.770996
	Iteration 91Q: 3 clusters Score -9132950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 72276 members 
Entering Unmasked Estep 
Score: -9132968.000000 Penalty: 3641.770996
	Iteration 92Q: 3 clusters Score -9132968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -9132988.000000 Penalty: 3641.770996
	Iteration 93Q: 3 clusters Score -9132988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 72329 members 
Entering Unmasked Estep 
Score: -9132985.000000 Penalty: 3641.770996
	Iteration 94Q: 3 clusters Score -9132985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -9132995.000000 Penalty: 3641.770996
	Iteration 95Q: 3 clusters Score -9132995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -9133019.000000 Penalty: 3641.770996
	Iteration 96Q: 3 clusters Score -9133019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -9133027.000000 Penalty: 3641.770996
	Iteration 97Q: 3 clusters Score -9133027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -9133029.000000 Penalty: 3641.770996
	Iteration 98Q: 3 clusters Score -9133029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -9133026.000000 Penalty: 3641.770996
	Iteration 99Q: 3 clusters Score -9133026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 72477 members 
Entering Unmasked Estep 
Score: -9133044.000000 Penalty: 3641.770996
	Iteration 100F: 3 clusters Score -9133044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -9133058.000000 Penalty: 3641.770996
	Iteration 101Q: 3 clusters Score -9133058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -9133048.000000 Penalty: 3641.770996
	Iteration 102Q: 3 clusters Score -9133048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -9133048.000000 Penalty: 3641.770996
	Iteration 103Q: 3 clusters Score -9133048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -9133052.000000 Penalty: 3641.770996
	Iteration 104Q: 3 clusters Score -9133052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -9133049.000000 Penalty: 3641.770996
	Iteration 105Q: 3 clusters Score -9133049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -9133053.000000 Penalty: 3641.770996
	Iteration 106Q: 3 clusters Score -9133053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -9133052.000000 Penalty: 3641.770996
	Iteration 107Q: 3 clusters Score -9133052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -9133066.000000 Penalty: 3641.770996
	Iteration 108Q: 3 clusters Score -9133066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -9133068.000000 Penalty: 3641.770996
	Iteration 109Q: 3 clusters Score -9133068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 72560 members 
Entering Unmasked Estep 
Score: -9133063.000000 Penalty: 3641.770996
	Iteration 110Q: 3 clusters Score -9133063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -9133065.000000 Penalty: 3641.770996
	Iteration 111Q: 3 clusters Score -9133065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -9133066.000000 Penalty: 3641.770996
	Iteration 112Q: 3 clusters Score -9133066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -9133066.000000 Penalty: 3641.770996
	Iteration 113F: 3 clusters Score -9133066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -1033559.750000 Penalty: 1463.358398
	Iteration 0F: 2 clusters Score -1033560 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 4103 members 
Entering Unmasked Estep 
Score: -1027530.250000 Penalty: 2926.716797
	Iteration 0F: 3 clusters Score -1027530 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1029291.937500 Penalty: 2926.716797
	Iteration 1F: 3 clusters Score -1029292 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1029495.000000 Penalty: 2926.716797
	Iteration 2F: 3 clusters Score -1029495 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1029685.750000 Penalty: 2926.716797
	Iteration 3F: 3 clusters Score -1029686 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1029891.625000 Penalty: 2926.716797
	Iteration 4Q: 3 clusters Score -1029892 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1030130.625000 Penalty: 2926.716797
	Iteration 5F: 3 clusters Score -1030131 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1030397.000000 Penalty: 2926.716797
	Iteration 6F: 3 clusters Score -1030397 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1030720.875000 Penalty: 2926.716797
	Iteration 7F: 3 clusters Score -1030721 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1031014.812500 Penalty: 2926.716797
	Iteration 8F: 3 clusters Score -1031015 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1031320.625000 Penalty: 2926.716797
	Iteration 9Q: 3 clusters Score -1031321 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1031580.500000 Penalty: 2926.716797
	Iteration 10Q: 3 clusters Score -1031580 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1031801.750000 Penalty: 2926.716797
	Iteration 11Q: 3 clusters Score -1031802 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1031968.125000 Penalty: 2926.716797
	Iteration 12Q: 3 clusters Score -1031968 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1032086.312500 Penalty: 2926.716797
	Iteration 13Q: 3 clusters Score -1032086 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1032164.000000 Penalty: 2926.716797
	Iteration 14Q: 3 clusters Score -1032164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1032211.000000 Penalty: 2926.716797
	Iteration 15Q: 3 clusters Score -1032211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1032245.125000 Penalty: 2926.716797
	Iteration 16Q: 3 clusters Score -1032245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1032274.000000 Penalty: 2926.716797
	Iteration 17Q: 3 clusters Score -1032274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1032286.062500 Penalty: 2926.716797
	Iteration 18Q: 3 clusters Score -1032286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1032302.250000 Penalty: 2926.716797
	Iteration 19Q: 3 clusters Score -1032302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1032312.625000 Penalty: 2926.716797
	Iteration 20F: 3 clusters Score -1032313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1032319.250000 Penalty: 2926.716797
	Iteration 21Q: 3 clusters Score -1032319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1032320.687500 Penalty: 2926.716797
	Iteration 22Q: 3 clusters Score -1032321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1032325.000000 Penalty: 2926.716797
	Iteration 23Q: 3 clusters Score -1032325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1032329.437500 Penalty: 2926.716797
	Iteration 24Q: 3 clusters Score -1032329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1032334.375000 Penalty: 2926.716797
	Iteration 25Q: 3 clusters Score -1032334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1032338.250000 Penalty: 2926.716797
	Iteration 26Q: 3 clusters Score -1032338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1032343.437500 Penalty: 2926.716797
	Iteration 27Q: 3 clusters Score -1032343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1032344.437500 Penalty: 2926.716797
	Iteration 28Q: 3 clusters Score -1032344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1032344.437500 Penalty: 2926.716797
	Iteration 29F: 3 clusters Score -1032344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -394159.312500 Penalty: 1312.585083
	Iteration 0F: 2 clusters Score -394159.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -391296.781250 Penalty: 2625.170166
	Iteration 0F: 3 clusters Score -391296.8 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -391980.281250 Penalty: 2625.170166
	Iteration 1F: 3 clusters Score -391980.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -392131.625000 Penalty: 2625.170166
	Iteration 2F: 3 clusters Score -392131.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -392260.593750 Penalty: 2625.170166
	Iteration 3F: 3 clusters Score -392260.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -392364.437500 Penalty: 2625.170166
	Iteration 4Q: 3 clusters Score -392364.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -392427.500000 Penalty: 2625.170166
	Iteration 5Q: 3 clusters Score -392427.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -392489.218750 Penalty: 2625.170166
	Iteration 6Q: 3 clusters Score -392489.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -392557.468750 Penalty: 2625.170166
	Iteration 7Q: 3 clusters Score -392557.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -392624.750000 Penalty: 2625.170166
	Iteration 8Q: 3 clusters Score -392624.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -392690.468750 Penalty: 2625.170166
	Iteration 9Q: 3 clusters Score -392690.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -392765.781250 Penalty: 2625.170166
	Iteration 10Q: 3 clusters Score -392765.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -392853.875000 Penalty: 2625.170166
	Iteration 11Q: 3 clusters Score -392853.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -392975.843750 Penalty: 2625.170166
	Iteration 12Q: 3 clusters Score -392975.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -393098.218750 Penalty: 2625.170166
	Iteration 13Q: 3 clusters Score -393098.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -393216.781250 Penalty: 2625.170166
	Iteration 14Q: 3 clusters Score -393216.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -393342.343750 Penalty: 2625.170166
	Iteration 15Q: 3 clusters Score -393342.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -393434.812500 Penalty: 2625.170166
	Iteration 16Q: 3 clusters Score -393434.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -393476.781250 Penalty: 2625.170166
	Iteration 17Q: 3 clusters Score -393476.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -393517.687500 Penalty: 2625.170166
	Iteration 18Q: 3 clusters Score -393517.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -393540.593750 Penalty: 2625.170166
	Iteration 19Q: 3 clusters Score -393540.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -393549.531250 Penalty: 2625.170166
	Iteration 20F: 3 clusters Score -393549.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -393563.968750 Penalty: 2625.170166
	Iteration 21Q: 3 clusters Score -393564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -393576.843750 Penalty: 2625.170166
	Iteration 22Q: 3 clusters Score -393576.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -393584.468750 Penalty: 2625.170166
	Iteration 23Q: 3 clusters Score -393584.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -393593.062500 Penalty: 2625.170166
	Iteration 24Q: 3 clusters Score -393593.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -393597.656250 Penalty: 2625.170166
	Iteration 25Q: 3 clusters Score -393597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -393598.906250 Penalty: 2625.170166
	Iteration 26Q: 3 clusters Score -393598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -393598.906250 Penalty: 2625.170166
	Iteration 27F: 3 clusters Score -393598.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -438438.375000 Penalty: 1336.077637
	Iteration 0F: 2 clusters Score -438438.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -435245.687500 Penalty: 2672.155273
	Iteration 0F: 3 clusters Score -435245.7 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -435983.687500 Penalty: 2672.155273
	Iteration 1F: 3 clusters Score -435983.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -436159.250000 Penalty: 2672.155273
	Iteration 2F: 3 clusters Score -436159.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -436271.156250 Penalty: 2672.155273
	Iteration 3Q: 3 clusters Score -436271.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -436350.906250 Penalty: 2672.155273
	Iteration 4Q: 3 clusters Score -436350.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -436419.000000 Penalty: 2672.155273
	Iteration 5Q: 3 clusters Score -436419 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -436468.593750 Penalty: 2672.155273
	Iteration 6Q: 3 clusters Score -436468.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -436511.593750 Penalty: 2672.155273
	Iteration 7Q: 3 clusters Score -436511.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -436542.187500 Penalty: 2672.155273
	Iteration 8Q: 3 clusters Score -436542.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -436571.968750 Penalty: 2672.155273
	Iteration 9Q: 3 clusters Score -436572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -436596.781250 Penalty: 2672.155273
	Iteration 10Q: 3 clusters Score -436596.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -436631.187500 Penalty: 2672.155273
	Iteration 11Q: 3 clusters Score -436631.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -436673.343750 Penalty: 2672.155273
	Iteration 12Q: 3 clusters Score -436673.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -436719.031250 Penalty: 2672.155273
	Iteration 13Q: 3 clusters Score -436719 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -436760.000000 Penalty: 2672.155273
	Iteration 14Q: 3 clusters Score -436760 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -436793.781250 Penalty: 2672.155273
	Iteration 15Q: 3 clusters Score -436793.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -436818.468750 Penalty: 2672.155273
	Iteration 16Q: 3 clusters Score -436818.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -436843.031250 Penalty: 2672.155273
	Iteration 17Q: 3 clusters Score -436843 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -436868.687500 Penalty: 2672.155273
	Iteration 18Q: 3 clusters Score -436868.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -436916.625000 Penalty: 2672.155273
	Iteration 19Q: 3 clusters Score -436916.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -436958.562500 Penalty: 2672.155273
	Iteration 20F: 3 clusters Score -436958.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -436995.843750 Penalty: 2672.155273
	Iteration 21Q: 3 clusters Score -436995.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -437024.812500 Penalty: 2672.155273
	Iteration 22Q: 3 clusters Score -437024.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -437051.687500 Penalty: 2672.155273
	Iteration 23Q: 3 clusters Score -437051.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -437070.625000 Penalty: 2672.155273
	Iteration 24Q: 3 clusters Score -437070.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -437093.531250 Penalty: 2672.155273
	Iteration 25Q: 3 clusters Score -437093.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -437114.218750 Penalty: 2672.155273
	Iteration 26Q: 3 clusters Score -437114.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -437125.437500 Penalty: 2672.155273
	Iteration 27Q: 3 clusters Score -437125.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -437136.312500 Penalty: 2672.155273
	Iteration 28Q: 3 clusters Score -437136.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -437148.937500 Penalty: 2672.155273
	Iteration 29Q: 3 clusters Score -437148.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -437156.343750 Penalty: 2672.155273
	Iteration 30Q: 3 clusters Score -437156.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -437162.750000 Penalty: 2672.155273
	Iteration 31Q: 3 clusters Score -437162.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -437168.937500 Penalty: 2672.155273
	Iteration 32Q: 3 clusters Score -437168.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -437177.281250 Penalty: 2672.155273
	Iteration 33Q: 3 clusters Score -437177.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -437182.656250 Penalty: 2672.155273
	Iteration 34Q: 3 clusters Score -437182.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -437188.437500 Penalty: 2672.155273
	Iteration 35Q: 3 clusters Score -437188.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -437196.968750 Penalty: 2672.155273
	Iteration 36Q: 3 clusters Score -437197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -437204.281250 Penalty: 2672.155273
	Iteration 37Q: 3 clusters Score -437204.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -437208.000000 Penalty: 2672.155273
	Iteration 38Q: 3 clusters Score -437208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -437212.437500 Penalty: 2672.155273
	Iteration 39Q: 3 clusters Score -437212.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -437217.156250 Penalty: 2672.155273
	Iteration 40F: 3 clusters Score -437217.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -437221.312500 Penalty: 2672.155273
	Iteration 41Q: 3 clusters Score -437221.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -437229.500000 Penalty: 2672.155273
	Iteration 42Q: 3 clusters Score -437229.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -437237.125000 Penalty: 2672.155273
	Iteration 43Q: 3 clusters Score -437237.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -437243.781250 Penalty: 2672.155273
	Iteration 44Q: 3 clusters Score -437243.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -437256.281250 Penalty: 2672.155273
	Iteration 45Q: 3 clusters Score -437256.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -437265.250000 Penalty: 2672.155273
	Iteration 46Q: 3 clusters Score -437265.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -437269.500000 Penalty: 2672.155273
	Iteration 47Q: 3 clusters Score -437269.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -437273.375000 Penalty: 2672.155273
	Iteration 48Q: 3 clusters Score -437273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -437277.375000 Penalty: 2672.155273
	Iteration 49Q: 3 clusters Score -437277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -437278.656250 Penalty: 2672.155273
	Iteration 50Q: 3 clusters Score -437278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -437278.656250 Penalty: 2672.155273
	Iteration 51F: 3 clusters Score -437278.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -285060.812500 Penalty: 1272.508789
	Iteration 0F: 2 clusters Score -285060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -282684.531250 Penalty: 2545.017578
	Iteration 0F: 3 clusters Score -282684.5 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -283411.593750 Penalty: 2545.017578
	Iteration 1F: 3 clusters Score -283411.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -283763.843750 Penalty: 2545.017578
	Iteration 2F: 3 clusters Score -283763.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -284038.687500 Penalty: 2545.017578
	Iteration 3F: 3 clusters Score -284038.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -284246.343750 Penalty: 2545.017578
	Iteration 4F: 3 clusters Score -284246.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -284368.625000 Penalty: 2545.017578
	Iteration 5Q: 3 clusters Score -284368.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -284439.625000 Penalty: 2545.017578
	Iteration 6Q: 3 clusters Score -284439.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -284474.968750 Penalty: 2545.017578
	Iteration 7Q: 3 clusters Score -284475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -284493.593750 Penalty: 2545.017578
	Iteration 8Q: 3 clusters Score -284493.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -284509.250000 Penalty: 2545.017578
	Iteration 9Q: 3 clusters Score -284509.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -284520.593750 Penalty: 2545.017578
	Iteration 10Q: 3 clusters Score -284520.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -284538.000000 Penalty: 2545.017578
	Iteration 11Q: 3 clusters Score -284538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -284546.781250 Penalty: 2545.017578
	Iteration 12Q: 3 clusters Score -284546.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -284553.906250 Penalty: 2545.017578
	Iteration 13Q: 3 clusters Score -284553.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -284561.656250 Penalty: 2545.017578
	Iteration 14Q: 3 clusters Score -284561.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -284567.125000 Penalty: 2545.017578
	Iteration 15Q: 3 clusters Score -284567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -284570.562500 Penalty: 2545.017578
	Iteration 16Q: 3 clusters Score -284570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -284573.406250 Penalty: 2545.017578
	Iteration 17Q: 3 clusters Score -284573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -284573.781250 Penalty: 2545.017578
	Iteration 18Q: 3 clusters Score -284573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -284574.187500 Penalty: 2545.017578
	Iteration 19Q: 3 clusters Score -284574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -284574.187500 Penalty: 2545.017578
	Iteration 20F: 3 clusters Score -284574.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -39686.492188 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -39686.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38793.648438 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -38793.65 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39005.527344 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -39005.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39100.886719 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -39100.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39142.371094 Penalty: 1949.654419
	Iteration 3Q: 3 clusters Score -39142.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39174.964844 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -39174.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39200.949219 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -39200.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39205.851562 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -39205.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39205.851562 Penalty: 1949.654419
	Iteration 7F: 3 clusters Score -39205.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Entering Unmasked Estep 
Score: -503268.843750 Penalty: 1350.322510
	Iteration 0F: 2 clusters Score -503268.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -499885.375000 Penalty: 2700.645020
	Iteration 0F: 3 clusters Score -499885.4 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -500781.843750 Penalty: 2700.645020
	Iteration 1F: 3 clusters Score -500781.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -500935.562500 Penalty: 2700.645020
	Iteration 2F: 3 clusters Score -500935.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -501052.562500 Penalty: 2700.645020
	Iteration 3F: 3 clusters Score -501052.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -501138.437500 Penalty: 2700.645020
	Iteration 4Q: 3 clusters Score -501138.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -501218.875000 Penalty: 2700.645020
	Iteration 5Q: 3 clusters Score -501218.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -501295.625000 Penalty: 2700.645020
	Iteration 6Q: 3 clusters Score -501295.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -501376.812500 Penalty: 2700.645020
	Iteration 7Q: 3 clusters Score -501376.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -501462.187500 Penalty: 2700.645020
	Iteration 8Q: 3 clusters Score -501462.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -501541.750000 Penalty: 2700.645020
	Iteration 9Q: 3 clusters Score -501541.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -501615.500000 Penalty: 2700.645020
	Iteration 10Q: 3 clusters Score -501615.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -501676.375000 Penalty: 2700.645020
	Iteration 11Q: 3 clusters Score -501676.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -501737.125000 Penalty: 2700.645020
	Iteration 12Q: 3 clusters Score -501737.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -501805.468750 Penalty: 2700.645020
	Iteration 13Q: 3 clusters Score -501805.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -501870.562500 Penalty: 2700.645020
	Iteration 14Q: 3 clusters Score -501870.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -501925.468750 Penalty: 2700.645020
	Iteration 15Q: 3 clusters Score -501925.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -501974.593750 Penalty: 2700.645020
	Iteration 16Q: 3 clusters Score -501974.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -502015.062500 Penalty: 2700.645020
	Iteration 17Q: 3 clusters Score -502015.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -502049.375000 Penalty: 2700.645020
	Iteration 18Q: 3 clusters Score -502049.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -502083.781250 Penalty: 2700.645020
	Iteration 19Q: 3 clusters Score -502083.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -502104.812500 Penalty: 2700.645020
	Iteration 20F: 3 clusters Score -502104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -502112.312500 Penalty: 2700.645020
	Iteration 21Q: 3 clusters Score -502112.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -502116.625000 Penalty: 2700.645020
	Iteration 22Q: 3 clusters Score -502116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -502118.406250 Penalty: 2700.645020
	Iteration 23Q: 3 clusters Score -502118.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -502124.343750 Penalty: 2700.645020
	Iteration 24Q: 3 clusters Score -502124.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -502130.718750 Penalty: 2700.645020
	Iteration 25Q: 3 clusters Score -502130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -502134.250000 Penalty: 2700.645020
	Iteration 26Q: 3 clusters Score -502134.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -502139.843750 Penalty: 2700.645020
	Iteration 27Q: 3 clusters Score -502139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -502141.875000 Penalty: 2700.645020
	Iteration 28Q: 3 clusters Score -502141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -502143.281250 Penalty: 2700.645020
	Iteration 29Q: 3 clusters Score -502143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -502144.812500 Penalty: 2700.645020
	Iteration 30Q: 3 clusters Score -502144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -502145.718750 Penalty: 2700.645020
	Iteration 31Q: 3 clusters Score -502145.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -502145.718750 Penalty: 2700.645020
	Iteration 32F: 3 clusters Score -502145.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Entering Unmasked Estep 
Score: -2495104.750000 Penalty: 1609.852051
	Iteration 0F: 2 clusters Score -2495105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2481385.250000 Penalty: 3219.704102
	Iteration 0F: 3 clusters Score -2481385 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2486411.500000 Penalty: 3219.704102
	Iteration 1F: 3 clusters Score -2486412 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2486805.750000 Penalty: 3219.704102
	Iteration 2F: 3 clusters Score -2486806 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2487245.500000 Penalty: 3219.704102
	Iteration 3Q: 3 clusters Score -2487246 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2487773.750000 Penalty: 3219.704102
	Iteration 4F: 3 clusters Score -2487774 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2488535.250000 Penalty: 3219.704102
	Iteration 5F: 3 clusters Score -2488535 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2489590.250000 Penalty: 3219.704102
	Iteration 6F: 3 clusters Score -2489590 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2490964.000000 Penalty: 3219.704102
	Iteration 7F: 3 clusters Score -2490964 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2492162.000000 Penalty: 3219.704102
	Iteration 8F: 3 clusters Score -2492162 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2492917.000000 Penalty: 3219.704102
	Iteration 9Q: 3 clusters Score -2492917 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2493289.000000 Penalty: 3219.704102
	Iteration 10Q: 3 clusters Score -2493289 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2493453.250000 Penalty: 3219.704102
	Iteration 11Q: 3 clusters Score -2493453 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2493536.750000 Penalty: 3219.704102
	Iteration 12Q: 3 clusters Score -2493537 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2493594.000000 Penalty: 3219.704102
	Iteration 13Q: 3 clusters Score -2493594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2493635.500000 Penalty: 3219.704102
	Iteration 14Q: 3 clusters Score -2493636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2493661.000000 Penalty: 3219.704102
	Iteration 15Q: 3 clusters Score -2493661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2493678.250000 Penalty: 3219.704102
	Iteration 16Q: 3 clusters Score -2493678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2493682.000000 Penalty: 3219.704102
	Iteration 17Q: 3 clusters Score -2493682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2493684.000000 Penalty: 3219.704102
	Iteration 18Q: 3 clusters Score -2493684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2493683.250000 Penalty: 3219.704102
	Iteration 19Q: 3 clusters Score -2493683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2493683.250000 Penalty: 3219.704102
	Iteration 20F: 3 clusters Score -2493683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -13977.238281 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -13977.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13413.706055 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -13413.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13568.793945 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -13568.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13625.698242 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -13625.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13680.994141 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -13680.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13743.150391 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -13743.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -13825.293945 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -13825.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -13849.040039 Penalty: 1676.692993
	Iteration 6Q: 3 clusters Score -13849.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13890.736328 Penalty: 1676.692993
	Iteration 7Q: 3 clusters Score -13890.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14014.596680 Penalty: 1676.692993
	Iteration 8Q: 3 clusters Score -14014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14096.305664 Penalty: 1676.692993
	Iteration 9Q: 3 clusters Score -14096.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -14156.316406 Penalty: 1676.692993
	Iteration 10Q: 3 clusters Score -14156.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -14163.362305 Penalty: 1676.692993
	Iteration 11Q: 3 clusters Score -14163.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -14165.187500 Penalty: 1676.692993
	Iteration 12F: 3 clusters Score -14165.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -14180.417969 Penalty: 1676.692993
	Iteration 13Q: 3 clusters Score -14180.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -14180.417969 Penalty: 1676.692993
	Iteration 14F: 3 clusters Score -14180.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59394 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30914 members 
Mstep: Class 11 contains 6758 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 15 contains 56 members 
Mstep: Class 16 contains 73530 members 
Mstep: Class 17 contains 8146 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 118 members 
Mstep: Class 25 contains 44980 members 
Mstep: Class 26 contains 9161 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
Score: -62650188.000000 Penalty: 57702.019531
Splitting cluster 24 changes total score from -62651288.000000 to -62650188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (44980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Entering Unmasked Estep 
Score: -5682563.000000 Penalty: 1741.020630
	Iteration 0F: 2 clusters Score -5682563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -5652385.000000 Penalty: 3482.041260
	Iteration 0F: 3 clusters Score -5652385 nChanged 20993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -5664052.000000 Penalty: 3482.041260
	Iteration 1F: 3 clusters Score -5664052 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -5664418.500000 Penalty: 3482.041260
	Iteration 2Q: 3 clusters Score -5664418 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -5664764.500000 Penalty: 3482.041260
	Iteration 3Q: 3 clusters Score -5664764 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -5665129.500000 Penalty: 3482.041260
	Iteration 4Q: 3 clusters Score -5665130 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -5665575.000000 Penalty: 3482.041260
	Iteration 5Q: 3 clusters Score -5665575 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -5666205.000000 Penalty: 3482.041260
	Iteration 6Q: 3 clusters Score -5666205 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -5667144.500000 Penalty: 3482.041260
	Iteration 7Q: 3 clusters Score -5667144 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -5668539.500000 Penalty: 3482.041260
	Iteration 8F: 3 clusters Score -5668540 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -5670546.000000 Penalty: 3482.041260
	Iteration 9F: 3 clusters Score -5670546 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -5672910.000000 Penalty: 3482.041260
	Iteration 10F: 3 clusters Score -5672910 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5675130.000000 Penalty: 3482.041260
	Iteration 11F: 3 clusters Score -5675130 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -5676901.500000 Penalty: 3482.041260
	Iteration 12F: 3 clusters Score -5676902 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -5678167.000000 Penalty: 3482.041260
	Iteration 13Q: 3 clusters Score -5678167 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -5679130.500000 Penalty: 3482.041260
	Iteration 14Q: 3 clusters Score -5679130 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -5679823.000000 Penalty: 3482.041260
	Iteration 15Q: 3 clusters Score -5679823 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -5680288.000000 Penalty: 3482.041260
	Iteration 16Q: 3 clusters Score -5680288 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -5680645.000000 Penalty: 3482.041260
	Iteration 17Q: 3 clusters Score -5680645 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -5680826.000000 Penalty: 3482.041260
	Iteration 18Q: 3 clusters Score -5680826 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -5680951.500000 Penalty: 3482.041260
	Iteration 19Q: 3 clusters Score -5680952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -5681016.500000 Penalty: 3482.041260
	Iteration 20F: 3 clusters Score -5681016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -5681041.000000 Penalty: 3482.041260
	Iteration 21Q: 3 clusters Score -5681041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -5681056.500000 Penalty: 3482.041260
	Iteration 22Q: 3 clusters Score -5681056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -5681070.500000 Penalty: 3482.041260
	Iteration 23Q: 3 clusters Score -5681070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -5681078.000000 Penalty: 3482.041260
	Iteration 24Q: 3 clusters Score -5681078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -5681086.500000 Penalty: 3482.041260
	Iteration 25Q: 3 clusters Score -5681086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -5681095.000000 Penalty: 3482.041260
	Iteration 26Q: 3 clusters Score -5681095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -5681093.000000 Penalty: 3482.041260
	Iteration 27Q: 3 clusters Score -5681093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -5681097.500000 Penalty: 3482.041260
	Iteration 28Q: 3 clusters Score -5681098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -5681101.000000 Penalty: 3482.041260
	Iteration 29Q: 3 clusters Score -5681101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -5681102.000000 Penalty: 3482.041260
	Iteration 30Q: 3 clusters Score -5681102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -5681100.000000 Penalty: 3482.041260
	Iteration 31Q: 3 clusters Score -5681100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -5681100.000000 Penalty: 3482.041260
	Iteration 32Q: 3 clusters Score -5681100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -5681102.000000 Penalty: 3482.041260
	Iteration 33Q: 3 clusters Score -5681102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -5681102.000000 Penalty: 3482.041260
	Iteration 34F: 3 clusters Score -5681102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Entering Unmasked Estep 
Score: -1158704.875000 Penalty: 1482.440430
	Iteration 0F: 2 clusters Score -1158705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1152086.875000 Penalty: 2964.880859
	Iteration 0F: 3 clusters Score -1152087 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1154154.125000 Penalty: 2964.880859
	Iteration 1F: 3 clusters Score -1154154 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1154370.625000 Penalty: 2964.880859
	Iteration 2F: 3 clusters Score -1154371 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1154528.625000 Penalty: 2964.880859
	Iteration 3Q: 3 clusters Score -1154529 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1154651.125000 Penalty: 2964.880859
	Iteration 4Q: 3 clusters Score -1154651 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1154747.250000 Penalty: 2964.880859
	Iteration 5Q: 3 clusters Score -1154747 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1154826.625000 Penalty: 2964.880859
	Iteration 6Q: 3 clusters Score -1154827 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1154914.625000 Penalty: 2964.880859
	Iteration 7Q: 3 clusters Score -1154915 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1154994.500000 Penalty: 2964.880859
	Iteration 8Q: 3 clusters Score -1154994 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1155070.375000 Penalty: 2964.880859
	Iteration 9Q: 3 clusters Score -1155070 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1155159.625000 Penalty: 2964.880859
	Iteration 10Q: 3 clusters Score -1155160 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1155255.750000 Penalty: 2964.880859
	Iteration 11Q: 3 clusters Score -1155256 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1155370.000000 Penalty: 2964.880859
	Iteration 12Q: 3 clusters Score -1155370 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1155513.625000 Penalty: 2964.880859
	Iteration 13Q: 3 clusters Score -1155514 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1155676.875000 Penalty: 2964.880859
	Iteration 14Q: 3 clusters Score -1155677 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1155908.125000 Penalty: 2964.880859
	Iteration 15Q: 3 clusters Score -1155908 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1156138.750000 Penalty: 2964.880859
	Iteration 16Q: 3 clusters Score -1156139 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1156339.125000 Penalty: 2964.880859
	Iteration 17Q: 3 clusters Score -1156339 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1156523.625000 Penalty: 2964.880859
	Iteration 18Q: 3 clusters Score -1156524 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1156704.625000 Penalty: 2964.880859
	Iteration 19Q: 3 clusters Score -1156705 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1156867.000000 Penalty: 2964.880859
	Iteration 20F: 3 clusters Score -1156867 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1156997.250000 Penalty: 2964.880859
	Iteration 21Q: 3 clusters Score -1156997 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1157097.125000 Penalty: 2964.880859
	Iteration 22Q: 3 clusters Score -1157097 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1157168.125000 Penalty: 2964.880859
	Iteration 23Q: 3 clusters Score -1157168 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1157244.875000 Penalty: 2964.880859
	Iteration 24Q: 3 clusters Score -1157245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1157287.500000 Penalty: 2964.880859
	Iteration 25Q: 3 clusters Score -1157288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1157322.750000 Penalty: 2964.880859
	Iteration 26Q: 3 clusters Score -1157323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1157347.625000 Penalty: 2964.880859
	Iteration 27Q: 3 clusters Score -1157348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1157368.125000 Penalty: 2964.880859
	Iteration 28Q: 3 clusters Score -1157368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1157387.875000 Penalty: 2964.880859
	Iteration 29Q: 3 clusters Score -1157388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1157403.750000 Penalty: 2964.880859
	Iteration 30Q: 3 clusters Score -1157404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1157415.375000 Penalty: 2964.880859
	Iteration 31Q: 3 clusters Score -1157415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1157422.500000 Penalty: 2964.880859
	Iteration 32Q: 3 clusters Score -1157422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1157427.875000 Penalty: 2964.880859
	Iteration 33Q: 3 clusters Score -1157428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1157437.000000 Penalty: 2964.880859
	Iteration 34Q: 3 clusters Score -1157437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1157437.500000 Penalty: 2964.880859
	Iteration 35Q: 3 clusters Score -1157438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1157437.500000 Penalty: 2964.880859
	Iteration 36F: 3 clusters Score -1157438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -448428.625000 Penalty: 1331.157715
	Iteration 0F: 2 clusters Score -448428.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -445310.843750 Penalty: 2662.315430
	Iteration 0F: 3 clusters Score -445310.8 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -446158.906250 Penalty: 2662.315430
	Iteration 1F: 3 clusters Score -446158.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -446302.281250 Penalty: 2662.315430
	Iteration 2F: 3 clusters Score -446302.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -446390.156250 Penalty: 2662.315430
	Iteration 3Q: 3 clusters Score -446390.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -446448.656250 Penalty: 2662.315430
	Iteration 4Q: 3 clusters Score -446448.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -446500.531250 Penalty: 2662.315430
	Iteration 5Q: 3 clusters Score -446500.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -446537.812500 Penalty: 2662.315430
	Iteration 6Q: 3 clusters Score -446537.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -446572.125000 Penalty: 2662.315430
	Iteration 7Q: 3 clusters Score -446572.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -446612.187500 Penalty: 2662.315430
	Iteration 8Q: 3 clusters Score -446612.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -446645.343750 Penalty: 2662.315430
	Iteration 9Q: 3 clusters Score -446645.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -446671.593750 Penalty: 2662.315430
	Iteration 10Q: 3 clusters Score -446671.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -446702.593750 Penalty: 2662.315430
	Iteration 11Q: 3 clusters Score -446702.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -446730.906250 Penalty: 2662.315430
	Iteration 12Q: 3 clusters Score -446730.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -446761.406250 Penalty: 2662.315430
	Iteration 13Q: 3 clusters Score -446761.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -446784.187500 Penalty: 2662.315430
	Iteration 14Q: 3 clusters Score -446784.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -446816.468750 Penalty: 2662.315430
	Iteration 15Q: 3 clusters Score -446816.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -446853.468750 Penalty: 2662.315430
	Iteration 16Q: 3 clusters Score -446853.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -446890.562500 Penalty: 2662.315430
	Iteration 17Q: 3 clusters Score -446890.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -446918.468750 Penalty: 2662.315430
	Iteration 18Q: 3 clusters Score -446918.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -446935.781250 Penalty: 2662.315430
	Iteration 19Q: 3 clusters Score -446935.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -446962.093750 Penalty: 2662.315430
	Iteration 20F: 3 clusters Score -446962.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -446992.218750 Penalty: 2662.315430
	Iteration 21Q: 3 clusters Score -446992.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -447027.468750 Penalty: 2662.315430
	Iteration 22Q: 3 clusters Score -447027.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -447056.437500 Penalty: 2662.315430
	Iteration 23Q: 3 clusters Score -447056.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -447088.125000 Penalty: 2662.315430
	Iteration 24Q: 3 clusters Score -447088.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -447110.250000 Penalty: 2662.315430
	Iteration 25Q: 3 clusters Score -447110.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -447136.968750 Penalty: 2662.315430
	Iteration 26Q: 3 clusters Score -447137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -447164.687500 Penalty: 2662.315430
	Iteration 27Q: 3 clusters Score -447164.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -447186.843750 Penalty: 2662.315430
	Iteration 28Q: 3 clusters Score -447186.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -447198.218750 Penalty: 2662.315430
	Iteration 29Q: 3 clusters Score -447198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -447205.656250 Penalty: 2662.315430
	Iteration 30Q: 3 clusters Score -447205.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -447216.125000 Penalty: 2662.315430
	Iteration 31Q: 3 clusters Score -447216.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -447222.187500 Penalty: 2662.315430
	Iteration 32Q: 3 clusters Score -447222.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -447229.562500 Penalty: 2662.315430
	Iteration 33Q: 3 clusters Score -447229.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -447234.187500 Penalty: 2662.315430
	Iteration 34Q: 3 clusters Score -447234.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -447236.937500 Penalty: 2662.315430
	Iteration 35Q: 3 clusters Score -447236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -447237.843750 Penalty: 2662.315430
	Iteration 36Q: 3 clusters Score -447237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -447239.500000 Penalty: 2662.315430
	Iteration 37Q: 3 clusters Score -447239.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -447242.250000 Penalty: 2662.315430
	Iteration 38Q: 3 clusters Score -447242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -447245.156250 Penalty: 2662.315430
	Iteration 39Q: 3 clusters Score -447245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -447247.343750 Penalty: 2662.315430
	Iteration 40F: 3 clusters Score -447247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -447250.062500 Penalty: 2662.315430
	Iteration 41Q: 3 clusters Score -447250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -447251.500000 Penalty: 2662.315430
	Iteration 42Q: 3 clusters Score -447251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -447251.937500 Penalty: 2662.315430
	Iteration 43Q: 3 clusters Score -447251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -447251.937500 Penalty: 2662.315430
	Iteration 44F: 3 clusters Score -447251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59394 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30914 members 
Mstep: Class 11 contains 6758 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 16 contains 73530 members 
Mstep: Class 17 contains 8146 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44980 members 
Mstep: Class 26 contains 9161 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651252.000000 Penalty: 55564.910156
Iteration 239Q: 27 clusters Score -6.265125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59395 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30921 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 16 contains 73530 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44979 members 
Mstep: Class 26 contains 9161 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651252.000000 Penalty: 55564.910156
Iteration 240F: 27 clusters Score -6.265125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59395 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30925 members 
Mstep: Class 11 contains 6748 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 16 contains 73531 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44979 members 
Mstep: Class 26 contains 9160 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651264.000000 Penalty: 55564.910156
Iteration 241Q: 27 clusters Score -6.265126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59395 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30931 members 
Mstep: Class 11 contains 6741 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 16 contains 73532 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44978 members 
Mstep: Class 26 contains 9160 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651244.000000 Penalty: 55564.910156
Iteration 242Q: 27 clusters Score -6.265124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59395 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30942 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 16 contains 73530 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 9159 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651252.000000 Penalty: 55564.910156
Iteration 243Q: 27 clusters Score -6.265125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59394 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30948 members 
Mstep: Class 11 contains 6727 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 16 contains 73532 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 9159 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651276.000000 Penalty: 55564.910156
Iteration 244Q: 27 clusters Score -6.265128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59393 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30956 members 
Mstep: Class 11 contains 6720 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 16 contains 73532 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 9159 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651288.000000 Penalty: 55564.910156
Iteration 245Q: 27 clusters Score -6.265129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59392 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30960 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 16 contains 73532 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 20065 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 9157 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651284.000000 Penalty: 55564.910156
Iteration 246Q: 27 clusters Score -6.265128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59390 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30968 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 16 contains 73534 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 20065 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 9153 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651288.000000 Penalty: 55564.910156
Iteration 247Q: 27 clusters Score -6.265129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59386 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30972 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71586 members 
Mstep: Class 16 contains 73537 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 9149 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651292.000000 Penalty: 55564.910156
Iteration 248Q: 27 clusters Score -6.265129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59385 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30973 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32200 members 
Mstep: Class 14 contains 71585 members 
Mstep: Class 16 contains 73540 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 9147 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651252.000000 Penalty: 55564.910156
Iteration 249Q: 27 clusters Score -6.265125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59387 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84478 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30975 members 
Mstep: Class 11 contains 6712 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32199 members 
Mstep: Class 14 contains 71584 members 
Mstep: Class 16 contains 73540 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 3223 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44978 members 
Mstep: Class 26 contains 9144 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651248.000000 Penalty: 55564.910156
Iteration 250Q: 27 clusters Score -6.265125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59387 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84478 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30979 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32200 members 
Mstep: Class 14 contains 71584 members 
Mstep: Class 16 contains 73539 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 3223 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44978 members 
Mstep: Class 26 contains 9139 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651260.000000 Penalty: 55564.910156
Iteration 251Q: 27 clusters Score -6.265126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59386 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84478 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30983 members 
Mstep: Class 11 contains 6712 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32201 members 
Mstep: Class 14 contains 71584 members 
Mstep: Class 16 contains 73539 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 3223 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 9137 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651260.000000 Penalty: 55564.910156
Iteration 252Q: 27 clusters Score -6.265126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59383 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 84479 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30989 members 
Mstep: Class 11 contains 6711 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32202 members 
Mstep: Class 14 contains 71584 members 
Mstep: Class 16 contains 73540 members 
Mstep: Class 17 contains 8146 members 
Mstep: Class 18 contains 3223 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 9133 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651292.000000 Penalty: 55564.910156
Iteration 253Q: 27 clusters Score -6.265129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59382 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 84478 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30996 members 
Mstep: Class 11 contains 6708 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32200 members 
Mstep: Class 14 contains 71584 members 
Mstep: Class 16 contains 73541 members 
Mstep: Class 17 contains 8145 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 9133 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651308.000000 Penalty: 55564.910156
Iteration 254Q: 27 clusters Score -6.265131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59384 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8040 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 30998 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32198 members 
Mstep: Class 14 contains 71583 members 
Mstep: Class 16 contains 73543 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4065 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44978 members 
Mstep: Class 26 contains 9136 members 
Mstep: Class 27 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651316.000000 Penalty: 55564.910156
Iteration 255Q: 27 clusters Score -6.265132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59384 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 31000 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32197 members 
Mstep: Class 14 contains 71581 members 
Mstep: Class 16 contains 73546 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4065 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44978 members 
Mstep: Class 26 contains 9136 members 
Mstep: Class 27 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651312.000000 Penalty: 55564.910156
Iteration 256Q: 27 clusters Score -6.265131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59382 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 31004 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32197 members 
Mstep: Class 14 contains 71581 members 
Mstep: Class 16 contains 73545 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4065 members 
Mstep: Class 23 contains 20067 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44978 members 
Mstep: Class 26 contains 9136 members 
Mstep: Class 27 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651296.000000 Penalty: 55564.910156
Iteration 257Q: 27 clusters Score -6.26513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59380 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 31007 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32197 members 
Mstep: Class 14 contains 71581 members 
Mstep: Class 16 contains 73545 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 20071 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44978 members 
Mstep: Class 26 contains 9135 members 
Mstep: Class 27 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651300.000000 Penalty: 55564.910156
Iteration 258Q: 27 clusters Score -6.26513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59382 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 31010 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32196 members 
Mstep: Class 14 contains 71581 members 
Mstep: Class 16 contains 73544 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4058 members 
Mstep: Class 23 contains 20073 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44978 members 
Mstep: Class 26 contains 9133 members 
Mstep: Class 27 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651312.000000 Penalty: 55564.910156
Iteration 259Q: 27 clusters Score -6.265131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59382 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 31011 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32195 members 
Mstep: Class 14 contains 71581 members 
Mstep: Class 16 contains 73543 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4057 members 
Mstep: Class 23 contains 20075 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44978 members 
Mstep: Class 26 contains 9132 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651312.000000 Penalty: 55564.910156
Iteration 260F: 27 clusters Score -6.265131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59382 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 31014 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32195 members 
Mstep: Class 14 contains 71581 members 
Mstep: Class 16 contains 73542 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4055 members 
Mstep: Class 23 contains 20076 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44978 members 
Mstep: Class 26 contains 9132 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651304.000000 Penalty: 55564.910156
Iteration 261Q: 27 clusters Score -6.26513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59382 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 31016 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32195 members 
Mstep: Class 14 contains 71581 members 
Mstep: Class 16 contains 73542 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4053 members 
Mstep: Class 23 contains 20077 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44978 members 
Mstep: Class 26 contains 9132 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651280.000000 Penalty: 55564.910156
Iteration 262Q: 27 clusters Score -6.265128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59382 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 31017 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32195 members 
Mstep: Class 14 contains 71581 members 
Mstep: Class 16 contains 73543 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4050 members 
Mstep: Class 23 contains 20078 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44978 members 
Mstep: Class 26 contains 9130 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651280.000000 Penalty: 55564.910156
Iteration 263Q: 27 clusters Score -6.265128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59382 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 31019 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32194 members 
Mstep: Class 14 contains 71580 members 
Mstep: Class 16 contains 73541 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4049 members 
Mstep: Class 23 contains 20078 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44979 members 
Mstep: Class 26 contains 9131 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651308.000000 Penalty: 55564.910156
Iteration 264Q: 27 clusters Score -6.265131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59382 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 31019 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32194 members 
Mstep: Class 14 contains 71579 members 
Mstep: Class 16 contains 73543 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4048 members 
Mstep: Class 23 contains 20079 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44979 members 
Mstep: Class 26 contains 9131 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651328.000000 Penalty: 55564.910156
Iteration 265Q: 27 clusters Score -6.265133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59381 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 31019 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32194 members 
Mstep: Class 14 contains 71578 members 
Mstep: Class 16 contains 73546 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4047 members 
Mstep: Class 23 contains 20079 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44979 members 
Mstep: Class 26 contains 9131 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651356.000000 Penalty: 55564.910156
Iteration 266Q: 27 clusters Score -6.265136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59381 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 31019 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32194 members 
Mstep: Class 14 contains 71578 members 
Mstep: Class 16 contains 73546 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4047 members 
Mstep: Class 23 contains 20079 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 44979 members 
Mstep: Class 26 contains 9131 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651356.000000 Penalty: 55564.910156
Iteration 267F: 27 clusters Score -6.265136e+07 nChanged 0
Entering ConstructFrom: 
Score: -62651356.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -217303.750000 Penalty: 1214.650391
	Iteration 0F: 2 clusters Score -217303.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -215376.921875 Penalty: 2429.300781
	Iteration 0F: 3 clusters Score -215376.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -215800.625000 Penalty: 2429.300781
	Iteration 1F: 3 clusters Score -215800.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -215916.859375 Penalty: 2429.300781
	Iteration 2F: 3 clusters Score -215916.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -216013.593750 Penalty: 2429.300781
	Iteration 3Q: 3 clusters Score -216013.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -216100.781250 Penalty: 2429.300781
	Iteration 4Q: 3 clusters Score -216100.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -216164.812500 Penalty: 2429.300781
	Iteration 5Q: 3 clusters Score -216164.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -216227.875000 Penalty: 2429.300781
	Iteration 6Q: 3 clusters Score -216227.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -216268.453125 Penalty: 2429.300781
	Iteration 7Q: 3 clusters Score -216268.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -216306.109375 Penalty: 2429.300781
	Iteration 8Q: 3 clusters Score -216306.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -216350.359375 Penalty: 2429.300781
	Iteration 9Q: 3 clusters Score -216350.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -216382.156250 Penalty: 2429.300781
	Iteration 10Q: 3 clusters Score -216382.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -216404.093750 Penalty: 2429.300781
	Iteration 11Q: 3 clusters Score -216404.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -216424.781250 Penalty: 2429.300781
	Iteration 12Q: 3 clusters Score -216424.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -216440.078125 Penalty: 2429.300781
	Iteration 13Q: 3 clusters Score -216440.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -216456.937500 Penalty: 2429.300781
	Iteration 14Q: 3 clusters Score -216456.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -216474.578125 Penalty: 2429.300781
	Iteration 15Q: 3 clusters Score -216474.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -216489.734375 Penalty: 2429.300781
	Iteration 16Q: 3 clusters Score -216489.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -216502.421875 Penalty: 2429.300781
	Iteration 17Q: 3 clusters Score -216502.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -216511.718750 Penalty: 2429.300781
	Iteration 18Q: 3 clusters Score -216511.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -216518.218750 Penalty: 2429.300781
	Iteration 19Q: 3 clusters Score -216518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -216521.421875 Penalty: 2429.300781
	Iteration 20F: 3 clusters Score -216521.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -216526.328125 Penalty: 2429.300781
	Iteration 21Q: 3 clusters Score -216526.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -216531.343750 Penalty: 2429.300781
	Iteration 22Q: 3 clusters Score -216531.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -216534.968750 Penalty: 2429.300781
	Iteration 23Q: 3 clusters Score -216535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -216537.906250 Penalty: 2429.300781
	Iteration 24Q: 3 clusters Score -216537.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -216541.265625 Penalty: 2429.300781
	Iteration 25Q: 3 clusters Score -216541.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -216545.796875 Penalty: 2429.300781
	Iteration 26Q: 3 clusters Score -216545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -216549.843750 Penalty: 2429.300781
	Iteration 27Q: 3 clusters Score -216549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -216552.421875 Penalty: 2429.300781
	Iteration 28Q: 3 clusters Score -216552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -216553.687500 Penalty: 2429.300781
	Iteration 29Q: 3 clusters Score -216553.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -216558.718750 Penalty: 2429.300781
	Iteration 30Q: 3 clusters Score -216558.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -216566.343750 Penalty: 2429.300781
	Iteration 31Q: 3 clusters Score -216566.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -216571.000000 Penalty: 2429.300781
	Iteration 32Q: 3 clusters Score -216571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -216575.500000 Penalty: 2429.300781
	Iteration 33Q: 3 clusters Score -216575.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -216582.609375 Penalty: 2429.300781
	Iteration 34Q: 3 clusters Score -216582.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -216586.531250 Penalty: 2429.300781
	Iteration 35Q: 3 clusters Score -216586.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -216588.187500 Penalty: 2429.300781
	Iteration 36Q: 3 clusters Score -216588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -216590.359375 Penalty: 2429.300781
	Iteration 37Q: 3 clusters Score -216590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -216593.546875 Penalty: 2429.300781
	Iteration 38Q: 3 clusters Score -216593.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -216598.218750 Penalty: 2429.300781
	Iteration 39Q: 3 clusters Score -216598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -216599.265625 Penalty: 2429.300781
	Iteration 40F: 3 clusters Score -216599.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Entering Unmasked Estep 
Score: -1764707.375000 Penalty: 1550.227173
	Iteration 0F: 2 clusters Score -1764707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1754857.125000 Penalty: 3100.454346
	Iteration 0F: 3 clusters Score -1754857 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1758344.125000 Penalty: 3100.454346
	Iteration 1F: 3 clusters Score -1758344 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1758723.750000 Penalty: 3100.454346
	Iteration 2F: 3 clusters Score -1758724 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1759123.750000 Penalty: 3100.454346
	Iteration 3F: 3 clusters Score -1759124 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1759586.750000 Penalty: 3100.454346
	Iteration 4F: 3 clusters Score -1759587 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1760150.750000 Penalty: 3100.454346
	Iteration 5F: 3 clusters Score -1760151 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1760845.750000 Penalty: 3100.454346
	Iteration 6F: 3 clusters Score -1760846 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1761571.625000 Penalty: 3100.454346
	Iteration 7F: 3 clusters Score -1761572 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1762237.750000 Penalty: 3100.454346
	Iteration 8F: 3 clusters Score -1762238 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1762698.375000 Penalty: 3100.454346
	Iteration 9Q: 3 clusters Score -1762698 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1762958.500000 Penalty: 3100.454346
	Iteration 10Q: 3 clusters Score -1762958 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1763127.875000 Penalty: 3100.454346
	Iteration 11Q: 3 clusters Score -1763128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1763216.250000 Penalty: 3100.454346
	Iteration 12Q: 3 clusters Score -1763216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1763263.750000 Penalty: 3100.454346
	Iteration 13Q: 3 clusters Score -1763264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1763290.125000 Penalty: 3100.454346
	Iteration 14Q: 3 clusters Score -1763290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1763310.250000 Penalty: 3100.454346
	Iteration 15Q: 3 clusters Score -1763310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1763327.375000 Penalty: 3100.454346
	Iteration 16Q: 3 clusters Score -1763327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1763337.375000 Penalty: 3100.454346
	Iteration 17Q: 3 clusters Score -1763337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1763340.750000 Penalty: 3100.454346
	Iteration 18Q: 3 clusters Score -1763341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1763349.000000 Penalty: 3100.454346
	Iteration 19Q: 3 clusters Score -1763349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1763353.125000 Penalty: 3100.454346
	Iteration 20F: 3 clusters Score -1763353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1763357.375000 Penalty: 3100.454346
	Iteration 21Q: 3 clusters Score -1763357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1763364.250000 Penalty: 3100.454346
	Iteration 22Q: 3 clusters Score -1763364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1763367.625000 Penalty: 3100.454346
	Iteration 23Q: 3 clusters Score -1763368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1763373.500000 Penalty: 3100.454346
	Iteration 24Q: 3 clusters Score -1763374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1763374.875000 Penalty: 3100.454346
	Iteration 25Q: 3 clusters Score -1763375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1763374.500000 Penalty: 3100.454346
	Iteration 26Q: 3 clusters Score -1763374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1763376.625000 Penalty: 3100.454346
	Iteration 27Q: 3 clusters Score -1763377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1763376.625000 Penalty: 3100.454346
	Iteration 28F: 3 clusters Score -1763377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Entering Unmasked Estep 
Score: -1000353.937500 Penalty: 1462.417969
	Iteration 0F: 2 clusters Score -1000354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -994413.500000 Penalty: 2924.835938
	Iteration 0F: 3 clusters Score -994413.5 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -996299.437500 Penalty: 2924.835938
	Iteration 1F: 3 clusters Score -996299.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -996551.875000 Penalty: 2924.835938
	Iteration 2F: 3 clusters Score -996551.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -996789.187500 Penalty: 2924.835938
	Iteration 3F: 3 clusters Score -996789.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -997044.000000 Penalty: 2924.835938
	Iteration 4F: 3 clusters Score -997044 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -997300.437500 Penalty: 2924.835938
	Iteration 5Q: 3 clusters Score -997300.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -997592.812500 Penalty: 2924.835938
	Iteration 6Q: 3 clusters Score -997592.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -997860.750000 Penalty: 2924.835938
	Iteration 7Q: 3 clusters Score -997860.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -998137.937500 Penalty: 2924.835938
	Iteration 8Q: 3 clusters Score -998137.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -998376.375000 Penalty: 2924.835938
	Iteration 9Q: 3 clusters Score -998376.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -998579.187500 Penalty: 2924.835938
	Iteration 10Q: 3 clusters Score -998579.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -998739.375000 Penalty: 2924.835938
	Iteration 11Q: 3 clusters Score -998739.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -998846.375000 Penalty: 2924.835938
	Iteration 12Q: 3 clusters Score -998846.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -998901.812500 Penalty: 2924.835938
	Iteration 13Q: 3 clusters Score -998901.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -998952.937500 Penalty: 2924.835938
	Iteration 14Q: 3 clusters Score -998952.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -999019.875000 Penalty: 2924.835938
	Iteration 15Q: 3 clusters Score -999019.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -999089.625000 Penalty: 2924.835938
	Iteration 16Q: 3 clusters Score -999089.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -999173.500000 Penalty: 2924.835938
	Iteration 17Q: 3 clusters Score -999173.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -999240.750000 Penalty: 2924.835938
	Iteration 18Q: 3 clusters Score -999240.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -999294.062500 Penalty: 2924.835938
	Iteration 19Q: 3 clusters Score -999294.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -999325.625000 Penalty: 2924.835938
	Iteration 20F: 3 clusters Score -999325.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -999349.125000 Penalty: 2924.835938
	Iteration 21Q: 3 clusters Score -999349.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -999358.625000 Penalty: 2924.835938
	Iteration 22Q: 3 clusters Score -999358.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -999367.687500 Penalty: 2924.835938
	Iteration 23Q: 3 clusters Score -999367.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -999372.437500 Penalty: 2924.835938
	Iteration 24Q: 3 clusters Score -999372.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -999377.312500 Penalty: 2924.835938
	Iteration 25Q: 3 clusters Score -999377.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -999384.937500 Penalty: 2924.835938
	Iteration 26Q: 3 clusters Score -999384.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -999389.312500 Penalty: 2924.835938
	Iteration 27Q: 3 clusters Score -999389.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -999392.687500 Penalty: 2924.835938
	Iteration 28Q: 3 clusters Score -999392.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -999394.375000 Penalty: 2924.835938
	Iteration 29Q: 3 clusters Score -999394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -999395.375000 Penalty: 2924.835938
	Iteration 30Q: 3 clusters Score -999395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -999396.625000 Penalty: 2924.835938
	Iteration 31Q: 3 clusters Score -999396.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -999398.187500 Penalty: 2924.835938
	Iteration 32Q: 3 clusters Score -999398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -999398.062500 Penalty: 2924.835938
	Iteration 33Q: 3 clusters Score -999398.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -999398.562500 Penalty: 2924.835938
	Iteration 34Q: 3 clusters Score -999398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -999399.812500 Penalty: 2924.835938
	Iteration 35Q: 3 clusters Score -999399.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -999399.812500 Penalty: 2924.835938
	Iteration 36F: 3 clusters Score -999399.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -181981.703125 Penalty: 1187.529297
	Iteration 0F: 2 clusters Score -181981.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -180192.343750 Penalty: 2375.058594
	Iteration 0F: 3 clusters Score -180192.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -180532.875000 Penalty: 2375.058594
	Iteration 1F: 3 clusters Score -180532.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -180596.625000 Penalty: 2375.058594
	Iteration 2F: 3 clusters Score -180596.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -180627.984375 Penalty: 2375.058594
	Iteration 3Q: 3 clusters Score -180628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -180650.796875 Penalty: 2375.058594
	Iteration 4Q: 3 clusters Score -180650.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -180664.062500 Penalty: 2375.058594
	Iteration 5Q: 3 clusters Score -180664.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -180675.656250 Penalty: 2375.058594
	Iteration 6Q: 3 clusters Score -180675.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -180687.125000 Penalty: 2375.058594
	Iteration 7Q: 3 clusters Score -180687.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -180694.359375 Penalty: 2375.058594
	Iteration 8Q: 3 clusters Score -180694.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -180702.250000 Penalty: 2375.058594
	Iteration 9Q: 3 clusters Score -180702.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -180708.484375 Penalty: 2375.058594
	Iteration 10Q: 3 clusters Score -180708.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -180716.687500 Penalty: 2375.058594
	Iteration 11Q: 3 clusters Score -180716.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -180723.125000 Penalty: 2375.058594
	Iteration 12Q: 3 clusters Score -180723.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -180735.296875 Penalty: 2375.058594
	Iteration 13Q: 3 clusters Score -180735.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -180740.078125 Penalty: 2375.058594
	Iteration 14Q: 3 clusters Score -180740.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -180743.156250 Penalty: 2375.058594
	Iteration 15Q: 3 clusters Score -180743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -180745.109375 Penalty: 2375.058594
	Iteration 16Q: 3 clusters Score -180745.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -180747.671875 Penalty: 2375.058594
	Iteration 17Q: 3 clusters Score -180747.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -180752.890625 Penalty: 2375.058594
	Iteration 18Q: 3 clusters Score -180752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -180756.093750 Penalty: 2375.058594
	Iteration 19Q: 3 clusters Score -180756.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -180757.031250 Penalty: 2375.058594
	Iteration 20F: 3 clusters Score -180757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -180757.609375 Penalty: 2375.058594
	Iteration 21Q: 3 clusters Score -180757.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -180757.609375 Penalty: 2375.058594
	Iteration 22F: 3 clusters Score -180757.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Entering Unmasked Estep 
Score: -7391285.500000 Penalty: 1786.156128
	Iteration 0F: 2 clusters Score -7391286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -7352213.500000 Penalty: 3572.312256
	Iteration 0F: 3 clusters Score -7352214 nChanged 27948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -7367989.500000 Penalty: 3572.312256
	Iteration 1F: 3 clusters Score -7367990 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -7368387.000000 Penalty: 3572.312256
	Iteration 2Q: 3 clusters Score -7368387 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -7368862.500000 Penalty: 3572.312256
	Iteration 3Q: 3 clusters Score -7368862 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -7369419.000000 Penalty: 3572.312256
	Iteration 4Q: 3 clusters Score -7369419 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -7370117.500000 Penalty: 3572.312256
	Iteration 5Q: 3 clusters Score -7370118 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -7371226.500000 Penalty: 3572.312256
	Iteration 6Q: 3 clusters Score -7371226 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -7373115.500000 Penalty: 3572.312256
	Iteration 7F: 3 clusters Score -7373116 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -7376138.500000 Penalty: 3572.312256
	Iteration 8F: 3 clusters Score -7376138 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -7380272.500000 Penalty: 3572.312256
	Iteration 9F: 3 clusters Score -7380272 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -7384565.500000 Penalty: 3572.312256
	Iteration 10F: 3 clusters Score -7384566 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -7387407.000000 Penalty: 3572.312256
	Iteration 11F: 3 clusters Score -7387407 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -7388806.000000 Penalty: 3572.312256
	Iteration 12Q: 3 clusters Score -7388806 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -7389375.500000 Penalty: 3572.312256
	Iteration 13Q: 3 clusters Score -7389376 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -7389599.500000 Penalty: 3572.312256
	Iteration 14Q: 3 clusters Score -7389600 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -7389693.000000 Penalty: 3572.312256
	Iteration 15Q: 3 clusters Score -7389693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -7389730.000000 Penalty: 3572.312256
	Iteration 16Q: 3 clusters Score -7389730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 59191 members 
Entering Unmasked Estep 
Score: -7389751.500000 Penalty: 3572.312256
	Iteration 17Q: 3 clusters Score -7389752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -7389769.500000 Penalty: 3572.312256
	Iteration 18Q: 3 clusters Score -7389770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -7389778.000000 Penalty: 3572.312256
	Iteration 19Q: 3 clusters Score -7389778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -7389783.500000 Penalty: 3572.312256
	Iteration 20F: 3 clusters Score -7389784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -7389781.500000 Penalty: 3572.312256
	Iteration 21Q: 3 clusters Score -7389782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -7389785.000000 Penalty: 3572.312256
	Iteration 22Q: 3 clusters Score -7389785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -7389786.000000 Penalty: 3572.312256
	Iteration 23Q: 3 clusters Score -7389786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -7389784.500000 Penalty: 3572.312256
	Iteration 24Q: 3 clusters Score -7389784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -7389788.500000 Penalty: 3572.312256
	Iteration 25Q: 3 clusters Score -7389788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -7389788.000000 Penalty: 3572.312256
	Iteration 26Q: 3 clusters Score -7389788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -7389788.500000 Penalty: 3572.312256
	Iteration 27Q: 3 clusters Score -7389788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -7389797.500000 Penalty: 3572.312256
	Iteration 28Q: 3 clusters Score -7389798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -7389806.500000 Penalty: 3572.312256
	Iteration 29Q: 3 clusters Score -7389806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -7389808.000000 Penalty: 3572.312256
	Iteration 30Q: 3 clusters Score -7389808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -7389808.500000 Penalty: 3572.312256
	Iteration 31Q: 3 clusters Score -7389808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -7389809.000000 Penalty: 3572.312256
	Iteration 32Q: 3 clusters Score -7389809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -7389809.000000 Penalty: 3572.312256
	Iteration 33F: 3 clusters Score -7389809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -218846.796875 Penalty: 1225.351074
	Iteration 0F: 2 clusters Score -218846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -216857.625000 Penalty: 2450.702148
	Iteration 0F: 3 clusters Score -216857.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -217294.421875 Penalty: 2450.702148
	Iteration 1F: 3 clusters Score -217294.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -217411.531250 Penalty: 2450.702148
	Iteration 2F: 3 clusters Score -217411.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -217461.468750 Penalty: 2450.702148
	Iteration 3Q: 3 clusters Score -217461.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -217490.593750 Penalty: 2450.702148
	Iteration 4Q: 3 clusters Score -217490.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -217517.296875 Penalty: 2450.702148
	Iteration 5Q: 3 clusters Score -217517.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -217529.156250 Penalty: 2450.702148
	Iteration 6Q: 3 clusters Score -217529.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -217539.515625 Penalty: 2450.702148
	Iteration 7Q: 3 clusters Score -217539.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -217546.671875 Penalty: 2450.702148
	Iteration 8Q: 3 clusters Score -217546.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -217554.328125 Penalty: 2450.702148
	Iteration 9Q: 3 clusters Score -217554.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -217560.921875 Penalty: 2450.702148
	Iteration 10Q: 3 clusters Score -217560.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -217565.437500 Penalty: 2450.702148
	Iteration 11Q: 3 clusters Score -217565.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -217572.968750 Penalty: 2450.702148
	Iteration 12Q: 3 clusters Score -217573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -217576.875000 Penalty: 2450.702148
	Iteration 13Q: 3 clusters Score -217576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -217578.093750 Penalty: 2450.702148
	Iteration 14Q: 3 clusters Score -217578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -217579.859375 Penalty: 2450.702148
	Iteration 15Q: 3 clusters Score -217579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -217581.250000 Penalty: 2450.702148
	Iteration 16Q: 3 clusters Score -217581.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -217583.703125 Penalty: 2450.702148
	Iteration 17Q: 3 clusters Score -217583.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -217584.031250 Penalty: 2450.702148
	Iteration 18Q: 3 clusters Score -217584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -217584.765625 Penalty: 2450.702148
	Iteration 19Q: 3 clusters Score -217584.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -217584.765625 Penalty: 2450.702148
	Iteration 20F: 3 clusters Score -217584.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Entering Unmasked Estep 
Score: -949788.937500 Penalty: 1461.250122
	Iteration 0F: 2 clusters Score -949788.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -943914.937500 Penalty: 2922.500244
	Iteration 0F: 3 clusters Score -943914.9 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -945683.562500 Penalty: 2922.500244
	Iteration 1F: 3 clusters Score -945683.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -945889.687500 Penalty: 2922.500244
	Iteration 2F: 3 clusters Score -945889.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -946095.937500 Penalty: 2922.500244
	Iteration 3F: 3 clusters Score -946095.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -946278.687500 Penalty: 2922.500244
	Iteration 4Q: 3 clusters Score -946278.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -946470.687500 Penalty: 2922.500244
	Iteration 5Q: 3 clusters Score -946470.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -946724.750000 Penalty: 2922.500244
	Iteration 6F: 3 clusters Score -946724.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -947030.250000 Penalty: 2922.500244
	Iteration 7F: 3 clusters Score -947030.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -947377.687500 Penalty: 2922.500244
	Iteration 8F: 3 clusters Score -947377.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -947708.000000 Penalty: 2922.500244
	Iteration 9Q: 3 clusters Score -947708 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -947989.000000 Penalty: 2922.500244
	Iteration 10Q: 3 clusters Score -947989 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -948220.375000 Penalty: 2922.500244
	Iteration 11Q: 3 clusters Score -948220.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -948352.187500 Penalty: 2922.500244
	Iteration 12Q: 3 clusters Score -948352.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -948438.062500 Penalty: 2922.500244
	Iteration 13Q: 3 clusters Score -948438.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -948497.375000 Penalty: 2922.500244
	Iteration 14Q: 3 clusters Score -948497.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -948527.687500 Penalty: 2922.500244
	Iteration 15Q: 3 clusters Score -948527.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -948557.250000 Penalty: 2922.500244
	Iteration 16Q: 3 clusters Score -948557.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -948569.875000 Penalty: 2922.500244
	Iteration 17Q: 3 clusters Score -948569.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -948577.125000 Penalty: 2922.500244
	Iteration 18Q: 3 clusters Score -948577.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -948588.500000 Penalty: 2922.500244
	Iteration 19Q: 3 clusters Score -948588.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -948597.750000 Penalty: 2922.500244
	Iteration 20F: 3 clusters Score -948597.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -948604.625000 Penalty: 2922.500244
	Iteration 21Q: 3 clusters Score -948604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -948613.375000 Penalty: 2922.500244
	Iteration 22Q: 3 clusters Score -948613.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -948618.937500 Penalty: 2922.500244
	Iteration 23Q: 3 clusters Score -948618.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -948620.000000 Penalty: 2922.500244
	Iteration 24Q: 3 clusters Score -948620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -948622.937500 Penalty: 2922.500244
	Iteration 25Q: 3 clusters Score -948622.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -948624.187500 Penalty: 2922.500244
	Iteration 26Q: 3 clusters Score -948624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -948626.000000 Penalty: 2922.500244
	Iteration 27Q: 3 clusters Score -948626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -948626.000000 Penalty: 2922.500244
	Iteration 28F: 3 clusters Score -948626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Entering Unmasked Estep 
Score: -10434203.000000 Penalty: 1843.438110
	Iteration 0F: 2 clusters Score -1.04342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -10382631.000000 Penalty: 3686.876221
	Iteration 0F: 3 clusters Score -1.038263e+07 nChanged 40179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -10405162.000000 Penalty: 3686.876221
	Iteration 1F: 3 clusters Score -1.040516e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -10405780.000000 Penalty: 3686.876221
	Iteration 2Q: 3 clusters Score -1.040578e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -10406541.000000 Penalty: 3686.876221
	Iteration 3Q: 3 clusters Score -1.040654e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -10407511.000000 Penalty: 3686.876221
	Iteration 4Q: 3 clusters Score -1.040751e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -10408617.000000 Penalty: 3686.876221
	Iteration 5Q: 3 clusters Score -1.040862e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -10410168.000000 Penalty: 3686.876221
	Iteration 6Q: 3 clusters Score -1.041017e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -10412243.000000 Penalty: 3686.876221
	Iteration 7Q: 3 clusters Score -1.041224e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -10415105.000000 Penalty: 3686.876221
	Iteration 8F: 3 clusters Score -1.04151e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61390 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -10418550.000000 Penalty: 3686.876221
	Iteration 9F: 3 clusters Score -1.041855e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -10422536.000000 Penalty: 3686.876221
	Iteration 10F: 3 clusters Score -1.042254e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -10425999.000000 Penalty: 3686.876221
	Iteration 11F: 3 clusters Score -1.0426e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76498 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -10428574.000000 Penalty: 3686.876221
	Iteration 12Q: 3 clusters Score -1.042857e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -10430170.000000 Penalty: 3686.876221
	Iteration 13Q: 3 clusters Score -1.043017e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81353 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -10431249.000000 Penalty: 3686.876221
	Iteration 14Q: 3 clusters Score -1.043125e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82521 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -10431837.000000 Penalty: 3686.876221
	Iteration 15Q: 3 clusters Score -1.043184e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10432161.000000 Penalty: 3686.876221
	Iteration 16Q: 3 clusters Score -1.043216e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83622 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10432420.000000 Penalty: 3686.876221
	Iteration 17Q: 3 clusters Score -1.043242e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83860 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10432606.000000 Penalty: 3686.876221
	Iteration 18Q: 3 clusters Score -1.043261e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10432732.000000 Penalty: 3686.876221
	Iteration 19Q: 3 clusters Score -1.043273e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10432827.000000 Penalty: 3686.876221
	Iteration 20F: 3 clusters Score -1.043283e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84117 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10432867.000000 Penalty: 3686.876221
	Iteration 21Q: 3 clusters Score -1.043287e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10432915.000000 Penalty: 3686.876221
	Iteration 22Q: 3 clusters Score -1.043292e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84144 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10432934.000000 Penalty: 3686.876221
	Iteration 23Q: 3 clusters Score -1.043293e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10432955.000000 Penalty: 3686.876221
	Iteration 24Q: 3 clusters Score -1.043296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10432985.000000 Penalty: 3686.876221
	Iteration 25Q: 3 clusters Score -1.043298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84168 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10433002.000000 Penalty: 3686.876221
	Iteration 26Q: 3 clusters Score -1.0433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10433019.000000 Penalty: 3686.876221
	Iteration 27Q: 3 clusters Score -1.043302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10433039.000000 Penalty: 3686.876221
	Iteration 28Q: 3 clusters Score -1.043304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84182 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10433048.000000 Penalty: 3686.876221
	Iteration 29Q: 3 clusters Score -1.043305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10433049.000000 Penalty: 3686.876221
	Iteration 30Q: 3 clusters Score -1.043305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10433054.000000 Penalty: 3686.876221
	Iteration 31Q: 3 clusters Score -1.043305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84188 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10433056.000000 Penalty: 3686.876221
	Iteration 32Q: 3 clusters Score -1.043306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84188 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10433053.000000 Penalty: 3686.876221
	Iteration 33Q: 3 clusters Score -1.043305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84189 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10433059.000000 Penalty: 3686.876221
	Iteration 34Q: 3 clusters Score -1.043306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84189 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10433059.000000 Penalty: 3686.876221
	Iteration 35F: 3 clusters Score -1.043306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Entering Unmasked Estep 
Score: -2032936.875000 Penalty: 1582.236816
	Iteration 0F: 2 clusters Score -2032937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2021327.000000 Penalty: 3164.473633
	Iteration 0F: 3 clusters Score -2021327 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2025334.625000 Penalty: 3164.473633
	Iteration 1F: 3 clusters Score -2025335 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2025680.875000 Penalty: 3164.473633
	Iteration 2F: 3 clusters Score -2025681 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2026068.750000 Penalty: 3164.473633
	Iteration 3Q: 3 clusters Score -2026069 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2026563.000000 Penalty: 3164.473633
	Iteration 4F: 3 clusters Score -2026563 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2027228.250000 Penalty: 3164.473633
	Iteration 5F: 3 clusters Score -2027228 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2028130.250000 Penalty: 3164.473633
	Iteration 6F: 3 clusters Score -2028130 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2029271.625000 Penalty: 3164.473633
	Iteration 7F: 3 clusters Score -2029272 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2030271.625000 Penalty: 3164.473633
	Iteration 8F: 3 clusters Score -2030272 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2030924.000000 Penalty: 3164.473633
	Iteration 9Q: 3 clusters Score -2030924 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2031261.125000 Penalty: 3164.473633
	Iteration 10Q: 3 clusters Score -2031261 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2031402.375000 Penalty: 3164.473633
	Iteration 11Q: 3 clusters Score -2031402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2031463.625000 Penalty: 3164.473633
	Iteration 12Q: 3 clusters Score -2031464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2031509.250000 Penalty: 3164.473633
	Iteration 13Q: 3 clusters Score -2031509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2031532.125000 Penalty: 3164.473633
	Iteration 14Q: 3 clusters Score -2031532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2031543.000000 Penalty: 3164.473633
	Iteration 15Q: 3 clusters Score -2031543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2031554.375000 Penalty: 3164.473633
	Iteration 16Q: 3 clusters Score -2031554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2031561.250000 Penalty: 3164.473633
	Iteration 17Q: 3 clusters Score -2031561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2031575.125000 Penalty: 3164.473633
	Iteration 18Q: 3 clusters Score -2031575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2031580.375000 Penalty: 3164.473633
	Iteration 19Q: 3 clusters Score -2031580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2031579.625000 Penalty: 3164.473633
	Iteration 20F: 3 clusters Score -2031580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2031581.250000 Penalty: 3164.473633
	Iteration 21Q: 3 clusters Score -2031581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2031588.250000 Penalty: 3164.473633
	Iteration 22Q: 3 clusters Score -2031588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2031590.000000 Penalty: 3164.473633
	Iteration 23Q: 3 clusters Score -2031590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2031589.000000 Penalty: 3164.473633
	Iteration 24Q: 3 clusters Score -2031589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2031589.000000 Penalty: 3164.473633
	Iteration 25F: 3 clusters Score -2031589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Entering Unmasked Estep 
Score: -3950282.500000 Penalty: 1680.632690
	Iteration 0F: 2 clusters Score -3950282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3929310.250000 Penalty: 3361.265381
	Iteration 0F: 3 clusters Score -3929310 nChanged 14242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3937267.000000 Penalty: 3361.265381
	Iteration 1F: 3 clusters Score -3937267 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3937645.750000 Penalty: 3361.265381
	Iteration 2Q: 3 clusters Score -3937646 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3937991.750000 Penalty: 3361.265381
	Iteration 3Q: 3 clusters Score -3937992 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3938328.500000 Penalty: 3361.265381
	Iteration 4Q: 3 clusters Score -3938328 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3938661.250000 Penalty: 3361.265381
	Iteration 5Q: 3 clusters Score -3938661 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3939045.750000 Penalty: 3361.265381
	Iteration 6Q: 3 clusters Score -3939046 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -3939516.500000 Penalty: 3361.265381
	Iteration 7Q: 3 clusters Score -3939516 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -3940130.750000 Penalty: 3361.265381
	Iteration 8Q: 3 clusters Score -3940131 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -3941058.000000 Penalty: 3361.265381
	Iteration 9F: 3 clusters Score -3941058 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3942459.500000 Penalty: 3361.265381
	Iteration 10F: 3 clusters Score -3942460 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3944217.750000 Penalty: 3361.265381
	Iteration 11F: 3 clusters Score -3944218 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -3946045.500000 Penalty: 3361.265381
	Iteration 12F: 3 clusters Score -3946046 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3947335.750000 Penalty: 3361.265381
	Iteration 13Q: 3 clusters Score -3947336 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -3948077.750000 Penalty: 3361.265381
	Iteration 14Q: 3 clusters Score -3948078 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3948460.000000 Penalty: 3361.265381
	Iteration 15Q: 3 clusters Score -3948460 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -3948639.500000 Penalty: 3361.265381
	Iteration 16Q: 3 clusters Score -3948640 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -3948701.500000 Penalty: 3361.265381
	Iteration 17Q: 3 clusters Score -3948702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -3948740.500000 Penalty: 3361.265381
	Iteration 18Q: 3 clusters Score -3948740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -3948772.250000 Penalty: 3361.265381
	Iteration 19Q: 3 clusters Score -3948772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -3948787.750000 Penalty: 3361.265381
	Iteration 20F: 3 clusters Score -3948788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -3948801.000000 Penalty: 3361.265381
	Iteration 21Q: 3 clusters Score -3948801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -3948821.500000 Penalty: 3361.265381
	Iteration 22Q: 3 clusters Score -3948822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -3948829.000000 Penalty: 3361.265381
	Iteration 23Q: 3 clusters Score -3948829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -3948829.000000 Penalty: 3361.265381
	Iteration 24F: 3 clusters Score -3948829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Entering Unmasked Estep 
Score: -851040.437500 Penalty: 1431.529907
	Iteration 0F: 2 clusters Score -851040.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -845982.375000 Penalty: 2863.059814
	Iteration 0F: 3 clusters Score -845982.4 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -847542.250000 Penalty: 2863.059814
	Iteration 1F: 3 clusters Score -847542.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -847767.750000 Penalty: 2863.059814
	Iteration 2F: 3 clusters Score -847767.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -847965.187500 Penalty: 2863.059814
	Iteration 3F: 3 clusters Score -847965.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -848106.375000 Penalty: 2863.059814
	Iteration 4Q: 3 clusters Score -848106.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -848231.250000 Penalty: 2863.059814
	Iteration 5Q: 3 clusters Score -848231.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -848342.750000 Penalty: 2863.059814
	Iteration 6Q: 3 clusters Score -848342.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -848475.375000 Penalty: 2863.059814
	Iteration 7Q: 3 clusters Score -848475.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -848618.375000 Penalty: 2863.059814
	Iteration 8Q: 3 clusters Score -848618.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -848769.625000 Penalty: 2863.059814
	Iteration 9Q: 3 clusters Score -848769.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -848931.312500 Penalty: 2863.059814
	Iteration 10Q: 3 clusters Score -848931.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -849092.000000 Penalty: 2863.059814
	Iteration 11Q: 3 clusters Score -849092 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -849275.500000 Penalty: 2863.059814
	Iteration 12Q: 3 clusters Score -849275.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -849445.937500 Penalty: 2863.059814
	Iteration 13Q: 3 clusters Score -849445.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -849573.250000 Penalty: 2863.059814
	Iteration 14Q: 3 clusters Score -849573.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -849643.500000 Penalty: 2863.059814
	Iteration 15Q: 3 clusters Score -849643.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -849685.875000 Penalty: 2863.059814
	Iteration 16Q: 3 clusters Score -849685.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -849714.625000 Penalty: 2863.059814
	Iteration 17Q: 3 clusters Score -849714.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -849743.000000 Penalty: 2863.059814
	Iteration 18Q: 3 clusters Score -849743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -849757.812500 Penalty: 2863.059814
	Iteration 19Q: 3 clusters Score -849757.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -849772.625000 Penalty: 2863.059814
	Iteration 20F: 3 clusters Score -849772.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -849784.187500 Penalty: 2863.059814
	Iteration 21Q: 3 clusters Score -849784.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -849796.375000 Penalty: 2863.059814
	Iteration 22Q: 3 clusters Score -849796.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -849804.062500 Penalty: 2863.059814
	Iteration 23Q: 3 clusters Score -849804.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -849808.062500 Penalty: 2863.059814
	Iteration 24Q: 3 clusters Score -849808.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -849811.312500 Penalty: 2863.059814
	Iteration 25Q: 3 clusters Score -849811.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -849818.375000 Penalty: 2863.059814
	Iteration 26Q: 3 clusters Score -849818.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -849823.437500 Penalty: 2863.059814
	Iteration 27Q: 3 clusters Score -849823.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -849824.750000 Penalty: 2863.059814
	Iteration 28Q: 3 clusters Score -849824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -849826.000000 Penalty: 2863.059814
	Iteration 29Q: 3 clusters Score -849826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -849826.625000 Penalty: 2863.059814
	Iteration 30Q: 3 clusters Score -849826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -849826.187500 Penalty: 2863.059814
	Iteration 31Q: 3 clusters Score -849826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -849828.187500 Penalty: 2863.059814
	Iteration 32Q: 3 clusters Score -849828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -849829.687500 Penalty: 2863.059814
	Iteration 33Q: 3 clusters Score -849829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -849829.312500 Penalty: 2863.059814
	Iteration 34Q: 3 clusters Score -849829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -849831.562500 Penalty: 2863.059814
	Iteration 35Q: 3 clusters Score -849831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -849833.187500 Penalty: 2863.059814
	Iteration 36Q: 3 clusters Score -849833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -849833.187500 Penalty: 2863.059814
	Iteration 37F: 3 clusters Score -849833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Entering Unmasked Estep 
Score: -445349.718750 Penalty: 1334.630493
	Iteration 0F: 2 clusters Score -445349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -442211.500000 Penalty: 2669.260986
	Iteration 0F: 3 clusters Score -442211.5 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -442955.281250 Penalty: 2669.260986
	Iteration 1F: 3 clusters Score -442955.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -443070.062500 Penalty: 2669.260986
	Iteration 2F: 3 clusters Score -443070.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -443133.500000 Penalty: 2669.260986
	Iteration 3Q: 3 clusters Score -443133.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -443180.500000 Penalty: 2669.260986
	Iteration 4Q: 3 clusters Score -443180.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -443224.500000 Penalty: 2669.260986
	Iteration 5Q: 3 clusters Score -443224.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -443258.593750 Penalty: 2669.260986
	Iteration 6Q: 3 clusters Score -443258.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -443289.468750 Penalty: 2669.260986
	Iteration 7Q: 3 clusters Score -443289.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -443326.718750 Penalty: 2669.260986
	Iteration 8Q: 3 clusters Score -443326.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -443353.968750 Penalty: 2669.260986
	Iteration 9Q: 3 clusters Score -443354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -443373.500000 Penalty: 2669.260986
	Iteration 10Q: 3 clusters Score -443373.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -443394.531250 Penalty: 2669.260986
	Iteration 11Q: 3 clusters Score -443394.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -443412.593750 Penalty: 2669.260986
	Iteration 12Q: 3 clusters Score -443412.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -443430.593750 Penalty: 2669.260986
	Iteration 13Q: 3 clusters Score -443430.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -443447.812500 Penalty: 2669.260986
	Iteration 14Q: 3 clusters Score -443447.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -443464.656250 Penalty: 2669.260986
	Iteration 15Q: 3 clusters Score -443464.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -443482.281250 Penalty: 2669.260986
	Iteration 16Q: 3 clusters Score -443482.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -443500.375000 Penalty: 2669.260986
	Iteration 17Q: 3 clusters Score -443500.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -443519.625000 Penalty: 2669.260986
	Iteration 18Q: 3 clusters Score -443519.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -443539.062500 Penalty: 2669.260986
	Iteration 19Q: 3 clusters Score -443539.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -443568.125000 Penalty: 2669.260986
	Iteration 20F: 3 clusters Score -443568.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -443608.406250 Penalty: 2669.260986
	Iteration 21Q: 3 clusters Score -443608.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -443643.812500 Penalty: 2669.260986
	Iteration 22Q: 3 clusters Score -443643.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -443673.375000 Penalty: 2669.260986
	Iteration 23Q: 3 clusters Score -443673.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -443702.531250 Penalty: 2669.260986
	Iteration 24Q: 3 clusters Score -443702.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -443741.156250 Penalty: 2669.260986
	Iteration 25Q: 3 clusters Score -443741.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -443785.687500 Penalty: 2669.260986
	Iteration 26Q: 3 clusters Score -443785.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -443815.687500 Penalty: 2669.260986
	Iteration 27Q: 3 clusters Score -443815.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -443836.812500 Penalty: 2669.260986
	Iteration 28Q: 3 clusters Score -443836.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -443857.531250 Penalty: 2669.260986
	Iteration 29Q: 3 clusters Score -443857.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -443876.937500 Penalty: 2669.260986
	Iteration 30Q: 3 clusters Score -443876.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -443893.531250 Penalty: 2669.260986
	Iteration 31Q: 3 clusters Score -443893.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -443905.625000 Penalty: 2669.260986
	Iteration 32Q: 3 clusters Score -443905.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -443916.968750 Penalty: 2669.260986
	Iteration 33Q: 3 clusters Score -443917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -443928.625000 Penalty: 2669.260986
	Iteration 34Q: 3 clusters Score -443928.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -443941.312500 Penalty: 2669.260986
	Iteration 35Q: 3 clusters Score -443941.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -443952.093750 Penalty: 2669.260986
	Iteration 36Q: 3 clusters Score -443952.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -443959.937500 Penalty: 2669.260986
	Iteration 37Q: 3 clusters Score -443959.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -443968.875000 Penalty: 2669.260986
	Iteration 38Q: 3 clusters Score -443968.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -443972.812500 Penalty: 2669.260986
	Iteration 39Q: 3 clusters Score -443972.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -443977.093750 Penalty: 2669.260986
	Iteration 40F: 3 clusters Score -443977.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -443980.531250 Penalty: 2669.260986
	Iteration 41Q: 3 clusters Score -443980.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -443985.343750 Penalty: 2669.260986
	Iteration 42Q: 3 clusters Score -443985.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -443990.406250 Penalty: 2669.260986
	Iteration 43Q: 3 clusters Score -443990.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -443998.125000 Penalty: 2669.260986
	Iteration 44Q: 3 clusters Score -443998.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -444009.125000 Penalty: 2669.260986
	Iteration 45Q: 3 clusters Score -444009.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -444019.437500 Penalty: 2669.260986
	Iteration 46Q: 3 clusters Score -444019.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -444025.968750 Penalty: 2669.260986
	Iteration 47Q: 3 clusters Score -444026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -444029.968750 Penalty: 2669.260986
	Iteration 48Q: 3 clusters Score -444030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -444036.406250 Penalty: 2669.260986
	Iteration 49Q: 3 clusters Score -444036.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -444039.781250 Penalty: 2669.260986
	Iteration 50Q: 3 clusters Score -444039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -444041.718750 Penalty: 2669.260986
	Iteration 51Q: 3 clusters Score -444041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -444044.718750 Penalty: 2669.260986
	Iteration 52Q: 3 clusters Score -444044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -444044.906250 Penalty: 2669.260986
	Iteration 53Q: 3 clusters Score -444044.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -444046.031250 Penalty: 2669.260986
	Iteration 54Q: 3 clusters Score -444046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -444048.750000 Penalty: 2669.260986
	Iteration 55Q: 3 clusters Score -444048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -444049.468750 Penalty: 2669.260986
	Iteration 56Q: 3 clusters Score -444049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -444049.156250 Penalty: 2669.260986
	Iteration 57Q: 3 clusters Score -444049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -444049.500000 Penalty: 2669.260986
	Iteration 58Q: 3 clusters Score -444049.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -444049.500000 Penalty: 2669.260986
	Iteration 59F: 3 clusters Score -444049.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Entering Unmasked Estep 
Score: -4015742.250000 Penalty: 1686.674561
	Iteration 0F: 2 clusters Score -4015742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3994152.250000 Penalty: 3373.349121
	Iteration 0F: 3 clusters Score -3994152 nChanged 14874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -4002284.000000 Penalty: 3373.349121
	Iteration 1F: 3 clusters Score -4002284 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -4002631.750000 Penalty: 3373.349121
	Iteration 2Q: 3 clusters Score -4002632 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -4002922.500000 Penalty: 3373.349121
	Iteration 3Q: 3 clusters Score -4002922 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -4003278.000000 Penalty: 3373.349121
	Iteration 4Q: 3 clusters Score -4003278 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4003664.250000 Penalty: 3373.349121
	Iteration 5Q: 3 clusters Score -4003664 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -4004269.000000 Penalty: 3373.349121
	Iteration 6Q: 3 clusters Score -4004269 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -4005194.250000 Penalty: 3373.349121
	Iteration 7F: 3 clusters Score -4005194 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -4006523.000000 Penalty: 3373.349121
	Iteration 8F: 3 clusters Score -4006523 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -4008283.250000 Penalty: 3373.349121
	Iteration 9F: 3 clusters Score -4008283 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -4010259.750000 Penalty: 3373.349121
	Iteration 10F: 3 clusters Score -4010260 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -4012034.250000 Penalty: 3373.349121
	Iteration 11F: 3 clusters Score -4012034 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -4013243.750000 Penalty: 3373.349121
	Iteration 12Q: 3 clusters Score -4013244 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -4013807.750000 Penalty: 3373.349121
	Iteration 13Q: 3 clusters Score -4013808 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4014065.500000 Penalty: 3373.349121
	Iteration 14Q: 3 clusters Score -4014066 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4014166.250000 Penalty: 3373.349121
	Iteration 15Q: 3 clusters Score -4014166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -4014202.000000 Penalty: 3373.349121
	Iteration 16Q: 3 clusters Score -4014202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -4014218.750000 Penalty: 3373.349121
	Iteration 17Q: 3 clusters Score -4014219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4014235.250000 Penalty: 3373.349121
	Iteration 18Q: 3 clusters Score -4014235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -4014241.500000 Penalty: 3373.349121
	Iteration 19Q: 3 clusters Score -4014242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -4014246.000000 Penalty: 3373.349121
	Iteration 20F: 3 clusters Score -4014246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -4014250.250000 Penalty: 3373.349121
	Iteration 21Q: 3 clusters Score -4014250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -4014251.250000 Penalty: 3373.349121
	Iteration 22Q: 3 clusters Score -4014251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -4014251.250000 Penalty: 3373.349121
	Iteration 23F: 3 clusters Score -4014251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (71578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71578 members 
Entering Unmasked Estep 
Score: -8920194.000000 Penalty: 1816.513306
	Iteration 0F: 2 clusters Score -8920194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -8874599.000000 Penalty: 3633.026611
	Iteration 0F: 3 clusters Score -8874599 nChanged 33892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -8894014.000000 Penalty: 3633.026611
	Iteration 1F: 3 clusters Score -8894014 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -8894615.000000 Penalty: 3633.026611
	Iteration 2Q: 3 clusters Score -8894615 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -8895249.000000 Penalty: 3633.026611
	Iteration 3Q: 3 clusters Score -8895249 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -8895967.000000 Penalty: 3633.026611
	Iteration 4Q: 3 clusters Score -8895967 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -8896999.000000 Penalty: 3633.026611
	Iteration 5Q: 3 clusters Score -8896999 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -8898683.000000 Penalty: 3633.026611
	Iteration 6Q: 3 clusters Score -8898683 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -8901190.000000 Penalty: 3633.026611
	Iteration 7F: 3 clusters Score -8901190 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -8904610.000000 Penalty: 3633.026611
	Iteration 8F: 3 clusters Score -8904610 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -8908106.000000 Penalty: 3633.026611
	Iteration 9F: 3 clusters Score -8908106 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -8911144.000000 Penalty: 3633.026611
	Iteration 10F: 3 clusters Score -8911144 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -8913316.000000 Penalty: 3633.026611
	Iteration 11Q: 3 clusters Score -8913316 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -8914954.000000 Penalty: 3633.026611
	Iteration 12Q: 3 clusters Score -8914954 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
Score: -8916112.000000 Penalty: 3633.026611
	Iteration 13Q: 3 clusters Score -8916112 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -8917027.000000 Penalty: 3633.026611
	Iteration 14Q: 3 clusters Score -8917027 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 70169 members 
Entering Unmasked Estep 
Score: -8917643.000000 Penalty: 3633.026611
	Iteration 15Q: 3 clusters Score -8917643 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 70703 members 
Entering Unmasked Estep 
Score: -8918002.000000 Penalty: 3633.026611
	Iteration 16Q: 3 clusters Score -8918002 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -8918227.000000 Penalty: 3633.026611
	Iteration 17Q: 3 clusters Score -8918227 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 71198 members 
Entering Unmasked Estep 
Score: -8918376.000000 Penalty: 3633.026611
	Iteration 18Q: 3 clusters Score -8918376 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -8918499.000000 Penalty: 3633.026611
	Iteration 19Q: 3 clusters Score -8918499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -8918554.000000 Penalty: 3633.026611
	Iteration 20F: 3 clusters Score -8918554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 71364 members 
Entering Unmasked Estep 
Score: -8918572.000000 Penalty: 3633.026611
	Iteration 21Q: 3 clusters Score -8918572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -8918596.000000 Penalty: 3633.026611
	Iteration 22Q: 3 clusters Score -8918596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
Score: -8918598.000000 Penalty: 3633.026611
	Iteration 23Q: 3 clusters Score -8918598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -8918608.000000 Penalty: 3633.026611
	Iteration 24Q: 3 clusters Score -8918608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -8918609.000000 Penalty: 3633.026611
	Iteration 25Q: 3 clusters Score -8918609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -8918617.000000 Penalty: 3633.026611
	Iteration 26Q: 3 clusters Score -8918617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -8918619.000000 Penalty: 3633.026611
	Iteration 27Q: 3 clusters Score -8918619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -8918619.000000 Penalty: 3633.026611
	Iteration 28F: 3 clusters Score -8918619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (73546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73546 members 
Entering Unmasked Estep 
Score: -9135745.000000 Penalty: 1820.920776
	Iteration 0F: 2 clusters Score -9135745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -9089034.000000 Penalty: 3641.841553
	Iteration 0F: 3 clusters Score -9089034 nChanged 35000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -9109004.000000 Penalty: 3641.841553
	Iteration 1F: 3 clusters Score -9109004 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -9109648.000000 Penalty: 3641.841553
	Iteration 2Q: 3 clusters Score -9109648 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -9110341.000000 Penalty: 3641.841553
	Iteration 3Q: 3 clusters Score -9110341 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -9111294.000000 Penalty: 3641.841553
	Iteration 4Q: 3 clusters Score -9111294 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -9112788.000000 Penalty: 3641.841553
	Iteration 5Q: 3 clusters Score -9112788 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -9115273.000000 Penalty: 3641.841553
	Iteration 6F: 3 clusters Score -9115273 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -9119325.000000 Penalty: 3641.841553
	Iteration 7F: 3 clusters Score -9119325 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -9124453.000000 Penalty: 3641.841553
	Iteration 8F: 3 clusters Score -9124453 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 65268 members 
Entering Unmasked Estep 
Score: -9128894.000000 Penalty: 3641.841553
	Iteration 9F: 3 clusters Score -9128894 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -9131757.000000 Penalty: 3641.841553
	Iteration 10Q: 3 clusters Score -9131757 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -9133303.000000 Penalty: 3641.841553
	Iteration 11Q: 3 clusters Score -9133303 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -9133991.000000 Penalty: 3641.841553
	Iteration 12Q: 3 clusters Score -9133991 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -9134356.000000 Penalty: 3641.841553
	Iteration 13Q: 3 clusters Score -9134356 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -9134517.000000 Penalty: 3641.841553
	Iteration 14Q: 3 clusters Score -9134517 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -9134628.000000 Penalty: 3641.841553
	Iteration 15Q: 3 clusters Score -9134628 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 72396 members 
Entering Unmasked Estep 
Score: -9134700.000000 Penalty: 3641.841553
	Iteration 16Q: 3 clusters Score -9134700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -9134752.000000 Penalty: 3641.841553
	Iteration 17Q: 3 clusters Score -9134752 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -9134808.000000 Penalty: 3641.841553
	Iteration 18Q: 3 clusters Score -9134808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -9134863.000000 Penalty: 3641.841553
	Iteration 19Q: 3 clusters Score -9134863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 72635 members 
Entering Unmasked Estep 
Score: -9134879.000000 Penalty: 3641.841553
	Iteration 20F: 3 clusters Score -9134879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -9134893.000000 Penalty: 3641.841553
	Iteration 21Q: 3 clusters Score -9134893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -9134910.000000 Penalty: 3641.841553
	Iteration 22Q: 3 clusters Score -9134910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
Score: -9134923.000000 Penalty: 3641.841553
	Iteration 23Q: 3 clusters Score -9134923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -9134931.000000 Penalty: 3641.841553
	Iteration 24Q: 3 clusters Score -9134931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -9134939.000000 Penalty: 3641.841553
	Iteration 25Q: 3 clusters Score -9134939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -9134945.000000 Penalty: 3641.841553
	Iteration 26Q: 3 clusters Score -9134945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 72731 members 
Entering Unmasked Estep 
Score: -9134957.000000 Penalty: 3641.841553
	Iteration 27Q: 3 clusters Score -9134957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
Score: -9134960.000000 Penalty: 3641.841553
	Iteration 28Q: 3 clusters Score -9134960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -9134964.000000 Penalty: 3641.841553
	Iteration 29Q: 3 clusters Score -9134964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -9134961.000000 Penalty: 3641.841553
	Iteration 30Q: 3 clusters Score -9134961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -9134961.000000 Penalty: 3641.841553
	Iteration 31F: 3 clusters Score -9134961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Entering Unmasked Estep 
Score: -1033316.000000 Penalty: 1463.318359
	Iteration 0F: 2 clusters Score -1033316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1027357.812500 Penalty: 2926.636719
	Iteration 0F: 3 clusters Score -1027358 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1029208.875000 Penalty: 2926.636719
	Iteration 1F: 3 clusters Score -1029209 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1029440.937500 Penalty: 2926.636719
	Iteration 2F: 3 clusters Score -1029441 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1029622.687500 Penalty: 2926.636719
	Iteration 3F: 3 clusters Score -1029623 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1029801.875000 Penalty: 2926.636719
	Iteration 4Q: 3 clusters Score -1029802 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1030002.625000 Penalty: 2926.636719
	Iteration 5Q: 3 clusters Score -1030003 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1030224.312500 Penalty: 2926.636719
	Iteration 6Q: 3 clusters Score -1030224 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1030501.125000 Penalty: 2926.636719
	Iteration 7Q: 3 clusters Score -1030501 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1030824.812500 Penalty: 2926.636719
	Iteration 8F: 3 clusters Score -1030825 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1031134.625000 Penalty: 2926.636719
	Iteration 9F: 3 clusters Score -1031135 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1031392.750000 Penalty: 2926.636719
	Iteration 10Q: 3 clusters Score -1031393 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1031577.062500 Penalty: 2926.636719
	Iteration 11Q: 3 clusters Score -1031577 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1031713.562500 Penalty: 2926.636719
	Iteration 12Q: 3 clusters Score -1031714 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1031818.125000 Penalty: 2926.636719
	Iteration 13Q: 3 clusters Score -1031818 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1031885.437500 Penalty: 2926.636719
	Iteration 14Q: 3 clusters Score -1031885 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1031945.000000 Penalty: 2926.636719
	Iteration 15Q: 3 clusters Score -1031945 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1031983.562500 Penalty: 2926.636719
	Iteration 16Q: 3 clusters Score -1031984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1032017.312500 Penalty: 2926.636719
	Iteration 17Q: 3 clusters Score -1032017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1032040.500000 Penalty: 2926.636719
	Iteration 18Q: 3 clusters Score -1032040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1032057.375000 Penalty: 2926.636719
	Iteration 19Q: 3 clusters Score -1032057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1032069.437500 Penalty: 2926.636719
	Iteration 20F: 3 clusters Score -1032069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1032083.750000 Penalty: 2926.636719
	Iteration 21Q: 3 clusters Score -1032084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1032095.437500 Penalty: 2926.636719
	Iteration 22Q: 3 clusters Score -1032095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1032103.000000 Penalty: 2926.636719
	Iteration 23Q: 3 clusters Score -1032103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1032104.937500 Penalty: 2926.636719
	Iteration 24Q: 3 clusters Score -1032105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1032105.562500 Penalty: 2926.636719
	Iteration 25Q: 3 clusters Score -1032106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1032108.375000 Penalty: 2926.636719
	Iteration 26Q: 3 clusters Score -1032108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1032108.562500 Penalty: 2926.636719
	Iteration 27Q: 3 clusters Score -1032109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1032108.125000 Penalty: 2926.636719
	Iteration 28Q: 3 clusters Score -1032108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1032108.125000 Penalty: 2926.636719
	Iteration 29F: 3 clusters Score -1032108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -394163.218750 Penalty: 1312.585083
	Iteration 0F: 2 clusters Score -394163.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -391275.750000 Penalty: 2625.170166
	Iteration 0F: 3 clusters Score -391275.8 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -392103.906250 Penalty: 2625.170166
	Iteration 1F: 3 clusters Score -392103.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -392344.468750 Penalty: 2625.170166
	Iteration 2F: 3 clusters Score -392344.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -392507.000000 Penalty: 2625.170166
	Iteration 3F: 3 clusters Score -392507 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -392675.375000 Penalty: 2625.170166
	Iteration 4F: 3 clusters Score -392675.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -392913.312500 Penalty: 2625.170166
	Iteration 5F: 3 clusters Score -392913.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -393090.437500 Penalty: 2625.170166
	Iteration 6F: 3 clusters Score -393090.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -393223.750000 Penalty: 2625.170166
	Iteration 7Q: 3 clusters Score -393223.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -393331.750000 Penalty: 2625.170166
	Iteration 8Q: 3 clusters Score -393331.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -393428.125000 Penalty: 2625.170166
	Iteration 9Q: 3 clusters Score -393428.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -393506.218750 Penalty: 2625.170166
	Iteration 10Q: 3 clusters Score -393506.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -393553.125000 Penalty: 2625.170166
	Iteration 11Q: 3 clusters Score -393553.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -393573.718750 Penalty: 2625.170166
	Iteration 12Q: 3 clusters Score -393573.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -393590.312500 Penalty: 2625.170166
	Iteration 13Q: 3 clusters Score -393590.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -393600.375000 Penalty: 2625.170166
	Iteration 14Q: 3 clusters Score -393600.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -393606.781250 Penalty: 2625.170166
	Iteration 15Q: 3 clusters Score -393606.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -393611.312500 Penalty: 2625.170166
	Iteration 16Q: 3 clusters Score -393611.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -393613.062500 Penalty: 2625.170166
	Iteration 17Q: 3 clusters Score -393613.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -393615.281250 Penalty: 2625.170166
	Iteration 18Q: 3 clusters Score -393615.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -393617.875000 Penalty: 2625.170166
	Iteration 19Q: 3 clusters Score -393617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -393619.968750 Penalty: 2625.170166
	Iteration 20F: 3 clusters Score -393620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -393620.156250 Penalty: 2625.170166
	Iteration 21Q: 3 clusters Score -393620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -393620.843750 Penalty: 2625.170166
	Iteration 22Q: 3 clusters Score -393620.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -393620.843750 Penalty: 2625.170166
	Iteration 23F: 3 clusters Score -393620.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -438438.375000 Penalty: 1336.077637
	Iteration 0F: 2 clusters Score -438438.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -435302.062500 Penalty: 2672.155273
	Iteration 0F: 3 clusters Score -435302.1 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -436028.656250 Penalty: 2672.155273
	Iteration 1F: 3 clusters Score -436028.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -436176.343750 Penalty: 2672.155273
	Iteration 2F: 3 clusters Score -436176.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -436290.000000 Penalty: 2672.155273
	Iteration 3Q: 3 clusters Score -436290 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -436380.625000 Penalty: 2672.155273
	Iteration 4Q: 3 clusters Score -436380.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -436473.781250 Penalty: 2672.155273
	Iteration 5Q: 3 clusters Score -436473.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -436548.218750 Penalty: 2672.155273
	Iteration 6Q: 3 clusters Score -436548.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -436613.218750 Penalty: 2672.155273
	Iteration 7Q: 3 clusters Score -436613.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -436674.406250 Penalty: 2672.155273
	Iteration 8Q: 3 clusters Score -436674.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -436714.093750 Penalty: 2672.155273
	Iteration 9Q: 3 clusters Score -436714.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -436752.656250 Penalty: 2672.155273
	Iteration 10Q: 3 clusters Score -436752.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -436796.125000 Penalty: 2672.155273
	Iteration 11Q: 3 clusters Score -436796.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -436831.375000 Penalty: 2672.155273
	Iteration 12Q: 3 clusters Score -436831.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -436867.843750 Penalty: 2672.155273
	Iteration 13Q: 3 clusters Score -436867.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -436909.906250 Penalty: 2672.155273
	Iteration 14Q: 3 clusters Score -436909.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -436955.062500 Penalty: 2672.155273
	Iteration 15Q: 3 clusters Score -436955.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -437006.468750 Penalty: 2672.155273
	Iteration 16Q: 3 clusters Score -437006.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -437060.687500 Penalty: 2672.155273
	Iteration 17Q: 3 clusters Score -437060.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -437106.937500 Penalty: 2672.155273
	Iteration 18Q: 3 clusters Score -437106.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -437149.187500 Penalty: 2672.155273
	Iteration 19Q: 3 clusters Score -437149.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -437177.093750 Penalty: 2672.155273
	Iteration 20F: 3 clusters Score -437177.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -437201.750000 Penalty: 2672.155273
	Iteration 21Q: 3 clusters Score -437201.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -437227.250000 Penalty: 2672.155273
	Iteration 22Q: 3 clusters Score -437227.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -437252.500000 Penalty: 2672.155273
	Iteration 23Q: 3 clusters Score -437252.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -437281.343750 Penalty: 2672.155273
	Iteration 24Q: 3 clusters Score -437281.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -437297.593750 Penalty: 2672.155273
	Iteration 25Q: 3 clusters Score -437297.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -437312.125000 Penalty: 2672.155273
	Iteration 26Q: 3 clusters Score -437312.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -437324.593750 Penalty: 2672.155273
	Iteration 27Q: 3 clusters Score -437324.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -437329.968750 Penalty: 2672.155273
	Iteration 28Q: 3 clusters Score -437330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -437333.093750 Penalty: 2672.155273
	Iteration 29Q: 3 clusters Score -437333.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -437337.187500 Penalty: 2672.155273
	Iteration 30Q: 3 clusters Score -437337.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -437343.375000 Penalty: 2672.155273
	Iteration 31Q: 3 clusters Score -437343.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -437349.187500 Penalty: 2672.155273
	Iteration 32Q: 3 clusters Score -437349.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -437356.468750 Penalty: 2672.155273
	Iteration 33Q: 3 clusters Score -437356.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -437362.000000 Penalty: 2672.155273
	Iteration 34Q: 3 clusters Score -437362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -437363.187500 Penalty: 2672.155273
	Iteration 35Q: 3 clusters Score -437363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -437364.343750 Penalty: 2672.155273
	Iteration 36Q: 3 clusters Score -437364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -437366.468750 Penalty: 2672.155273
	Iteration 37Q: 3 clusters Score -437366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -437368.375000 Penalty: 2672.155273
	Iteration 38Q: 3 clusters Score -437368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -437372.156250 Penalty: 2672.155273
	Iteration 39Q: 3 clusters Score -437372.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -437375.312500 Penalty: 2672.155273
	Iteration 40F: 3 clusters Score -437375.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -437377.375000 Penalty: 2672.155273
	Iteration 41Q: 3 clusters Score -437377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -437378.375000 Penalty: 2672.155273
	Iteration 42Q: 3 clusters Score -437378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -437382.406250 Penalty: 2672.155273
	Iteration 43Q: 3 clusters Score -437382.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -437385.875000 Penalty: 2672.155273
	Iteration 44Q: 3 clusters Score -437385.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -437390.625000 Penalty: 2672.155273
	Iteration 45Q: 3 clusters Score -437390.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -437391.156250 Penalty: 2672.155273
	Iteration 46Q: 3 clusters Score -437391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -437391.406250 Penalty: 2672.155273
	Iteration 47Q: 3 clusters Score -437391.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -437391.406250 Penalty: 2672.155273
	Iteration 48F: 3 clusters Score -437391.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -285060.812500 Penalty: 1272.508789
	Iteration 0F: 2 clusters Score -285060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -282637.687500 Penalty: 2545.017578
	Iteration 0F: 3 clusters Score -282637.7 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -283243.500000 Penalty: 2545.017578
	Iteration 1F: 3 clusters Score -283243.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -283401.281250 Penalty: 2545.017578
	Iteration 2F: 3 clusters Score -283401.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -283521.187500 Penalty: 2545.017578
	Iteration 3F: 3 clusters Score -283521.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -283628.781250 Penalty: 2545.017578
	Iteration 4Q: 3 clusters Score -283628.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -283727.250000 Penalty: 2545.017578
	Iteration 5Q: 3 clusters Score -283727.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -283851.468750 Penalty: 2545.017578
	Iteration 6Q: 3 clusters Score -283851.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -283989.187500 Penalty: 2545.017578
	Iteration 7F: 3 clusters Score -283989.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -284103.125000 Penalty: 2545.017578
	Iteration 8Q: 3 clusters Score -284103.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -284214.656250 Penalty: 2545.017578
	Iteration 9Q: 3 clusters Score -284214.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -284334.187500 Penalty: 2545.017578
	Iteration 10Q: 3 clusters Score -284334.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -284426.187500 Penalty: 2545.017578
	Iteration 11Q: 3 clusters Score -284426.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -284487.437500 Penalty: 2545.017578
	Iteration 12Q: 3 clusters Score -284487.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -284530.156250 Penalty: 2545.017578
	Iteration 13Q: 3 clusters Score -284530.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -284558.656250 Penalty: 2545.017578
	Iteration 14Q: 3 clusters Score -284558.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -284589.312500 Penalty: 2545.017578
	Iteration 15Q: 3 clusters Score -284589.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -284645.843750 Penalty: 2545.017578
	Iteration 16Q: 3 clusters Score -284645.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -284695.312500 Penalty: 2545.017578
	Iteration 17Q: 3 clusters Score -284695.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -284728.093750 Penalty: 2545.017578
	Iteration 18Q: 3 clusters Score -284728.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -284745.187500 Penalty: 2545.017578
	Iteration 19Q: 3 clusters Score -284745.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -284759.281250 Penalty: 2545.017578
	Iteration 20F: 3 clusters Score -284759.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -284770.625000 Penalty: 2545.017578
	Iteration 21Q: 3 clusters Score -284770.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -284783.125000 Penalty: 2545.017578
	Iteration 22Q: 3 clusters Score -284783.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -284791.250000 Penalty: 2545.017578
	Iteration 23Q: 3 clusters Score -284791.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -284799.437500 Penalty: 2545.017578
	Iteration 24Q: 3 clusters Score -284799.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -284805.187500 Penalty: 2545.017578
	Iteration 25Q: 3 clusters Score -284805.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -284808.875000 Penalty: 2545.017578
	Iteration 26Q: 3 clusters Score -284808.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -284811.562500 Penalty: 2545.017578
	Iteration 27Q: 3 clusters Score -284811.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -284814.531250 Penalty: 2545.017578
	Iteration 28Q: 3 clusters Score -284814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -284816.093750 Penalty: 2545.017578
	Iteration 29Q: 3 clusters Score -284816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -284817.625000 Penalty: 2545.017578
	Iteration 30Q: 3 clusters Score -284817.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -284819.375000 Penalty: 2545.017578
	Iteration 31Q: 3 clusters Score -284819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -284820.125000 Penalty: 2545.017578
	Iteration 32Q: 3 clusters Score -284820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -284820.125000 Penalty: 2545.017578
	Iteration 33F: 3 clusters Score -284820.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -39686.492188 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -39686.49 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 191 members 
Entering Unmasked Estep 
Score: -38745.628906 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -38745.63 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38897.828125 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -38897.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38946.265625 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -38946.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38971.535156 Penalty: 1949.654419
	Iteration 3Q: 3 clusters Score -38971.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38984.921875 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -38984.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38989.664062 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -38989.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38995.328125 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -38995.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38996.039062 Penalty: 1949.654419
	Iteration 7Q: 3 clusters Score -38996.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38997.234375 Penalty: 1949.654419
	Iteration 8Q: 3 clusters Score -38997.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39002.488281 Penalty: 1949.654419
	Iteration 9Q: 3 clusters Score -39002.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39003.476562 Penalty: 1949.654419
	Iteration 10Q: 3 clusters Score -39003.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39003.476562 Penalty: 1949.654419
	Iteration 11F: 3 clusters Score -39003.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -501256.281250 Penalty: 1349.681274
	Iteration 0F: 2 clusters Score -501256.3 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 2021 members 
Entering Unmasked Estep 
Score: -497880.500000 Penalty: 2699.362549
	Iteration 0F: 3 clusters Score -497880.5 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -498766.906250 Penalty: 2699.362549
	Iteration 1F: 3 clusters Score -498766.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -498905.218750 Penalty: 2699.362549
	Iteration 2F: 3 clusters Score -498905.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -498980.187500 Penalty: 2699.362549
	Iteration 3Q: 3 clusters Score -498980.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -499035.875000 Penalty: 2699.362549
	Iteration 4Q: 3 clusters Score -499035.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -499082.562500 Penalty: 2699.362549
	Iteration 5Q: 3 clusters Score -499082.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -499135.000000 Penalty: 2699.362549
	Iteration 6Q: 3 clusters Score -499135 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -499185.250000 Penalty: 2699.362549
	Iteration 7Q: 3 clusters Score -499185.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -499228.031250 Penalty: 2699.362549
	Iteration 8Q: 3 clusters Score -499228 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -499279.531250 Penalty: 2699.362549
	Iteration 9Q: 3 clusters Score -499279.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -499340.843750 Penalty: 2699.362549
	Iteration 10Q: 3 clusters Score -499340.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -499397.937500 Penalty: 2699.362549
	Iteration 11Q: 3 clusters Score -499397.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -499459.468750 Penalty: 2699.362549
	Iteration 12Q: 3 clusters Score -499459.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -499522.968750 Penalty: 2699.362549
	Iteration 13Q: 3 clusters Score -499523 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -499584.093750 Penalty: 2699.362549
	Iteration 14Q: 3 clusters Score -499584.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -499642.250000 Penalty: 2699.362549
	Iteration 15Q: 3 clusters Score -499642.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -499692.093750 Penalty: 2699.362549
	Iteration 16Q: 3 clusters Score -499692.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -499738.906250 Penalty: 2699.362549
	Iteration 17Q: 3 clusters Score -499738.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -499784.812500 Penalty: 2699.362549
	Iteration 18Q: 3 clusters Score -499784.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -499823.312500 Penalty: 2699.362549
	Iteration 19Q: 3 clusters Score -499823.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -499856.468750 Penalty: 2699.362549
	Iteration 20F: 3 clusters Score -499856.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -499884.968750 Penalty: 2699.362549
	Iteration 21Q: 3 clusters Score -499885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -499919.625000 Penalty: 2699.362549
	Iteration 22Q: 3 clusters Score -499919.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -499953.000000 Penalty: 2699.362549
	Iteration 23Q: 3 clusters Score -499953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -499984.000000 Penalty: 2699.362549
	Iteration 24Q: 3 clusters Score -499984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -500005.406250 Penalty: 2699.362549
	Iteration 25Q: 3 clusters Score -500005.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -500025.125000 Penalty: 2699.362549
	Iteration 26Q: 3 clusters Score -500025.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -500036.437500 Penalty: 2699.362549
	Iteration 27Q: 3 clusters Score -500036.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -500043.843750 Penalty: 2699.362549
	Iteration 28Q: 3 clusters Score -500043.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -500049.218750 Penalty: 2699.362549
	Iteration 29Q: 3 clusters Score -500049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -500056.125000 Penalty: 2699.362549
	Iteration 30Q: 3 clusters Score -500056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -500057.750000 Penalty: 2699.362549
	Iteration 31Q: 3 clusters Score -500057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -500058.812500 Penalty: 2699.362549
	Iteration 32Q: 3 clusters Score -500058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -500059.343750 Penalty: 2699.362549
	Iteration 33Q: 3 clusters Score -500059.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -500062.406250 Penalty: 2699.362549
	Iteration 34Q: 3 clusters Score -500062.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -500068.843750 Penalty: 2699.362549
	Iteration 35Q: 3 clusters Score -500068.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -500081.531250 Penalty: 2699.362549
	Iteration 36Q: 3 clusters Score -500081.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -500084.687500 Penalty: 2699.362549
	Iteration 37Q: 3 clusters Score -500084.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -500088.250000 Penalty: 2699.362549
	Iteration 38Q: 3 clusters Score -500088.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -500091.906250 Penalty: 2699.362549
	Iteration 39Q: 3 clusters Score -500091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -500095.250000 Penalty: 2699.362549
	Iteration 40F: 3 clusters Score -500095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -500096.562500 Penalty: 2699.362549
	Iteration 41Q: 3 clusters Score -500096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -500097.187500 Penalty: 2699.362549
	Iteration 42Q: 3 clusters Score -500097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -500097.187500 Penalty: 2699.362549
	Iteration 43F: 3 clusters Score -500097.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Entering Unmasked Estep 
Score: -2496698.250000 Penalty: 1609.957275
	Iteration 0F: 2 clusters Score -2496698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2482908.750000 Penalty: 3219.914551
	Iteration 0F: 3 clusters Score -2482909 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2487970.250000 Penalty: 3219.914551
	Iteration 1F: 3 clusters Score -2487970 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2488346.250000 Penalty: 3219.914551
	Iteration 2Q: 3 clusters Score -2488346 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2488757.250000 Penalty: 3219.914551
	Iteration 3Q: 3 clusters Score -2488757 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2489247.250000 Penalty: 3219.914551
	Iteration 4F: 3 clusters Score -2489247 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2489868.500000 Penalty: 3219.914551
	Iteration 5F: 3 clusters Score -2489868 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2490579.250000 Penalty: 3219.914551
	Iteration 6F: 3 clusters Score -2490579 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2491464.000000 Penalty: 3219.914551
	Iteration 7F: 3 clusters Score -2491464 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2492418.750000 Penalty: 3219.914551
	Iteration 8F: 3 clusters Score -2492419 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2493341.250000 Penalty: 3219.914551
	Iteration 9F: 3 clusters Score -2493341 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2494068.000000 Penalty: 3219.914551
	Iteration 10Q: 3 clusters Score -2494068 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2494525.250000 Penalty: 3219.914551
	Iteration 11Q: 3 clusters Score -2494525 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2494833.500000 Penalty: 3219.914551
	Iteration 12Q: 3 clusters Score -2494834 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2495022.750000 Penalty: 3219.914551
	Iteration 13Q: 3 clusters Score -2495023 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2495163.750000 Penalty: 3219.914551
	Iteration 14Q: 3 clusters Score -2495164 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2495235.250000 Penalty: 3219.914551
	Iteration 15Q: 3 clusters Score -2495235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2495272.500000 Penalty: 3219.914551
	Iteration 16Q: 3 clusters Score -2495272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2495291.000000 Penalty: 3219.914551
	Iteration 17Q: 3 clusters Score -2495291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2495301.500000 Penalty: 3219.914551
	Iteration 18Q: 3 clusters Score -2495302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2495309.750000 Penalty: 3219.914551
	Iteration 19Q: 3 clusters Score -2495310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2495315.250000 Penalty: 3219.914551
	Iteration 20F: 3 clusters Score -2495315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2495319.500000 Penalty: 3219.914551
	Iteration 21Q: 3 clusters Score -2495320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2495319.500000 Penalty: 3219.914551
	Iteration 22Q: 3 clusters Score -2495320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2495321.000000 Penalty: 3219.914551
	Iteration 23Q: 3 clusters Score -2495321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2495321.000000 Penalty: 3219.914551
	Iteration 24F: 3 clusters Score -2495321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -13977.238281 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -13977.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13473.726562 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -13473.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13892.581055 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -13892.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -14230.835938 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -14230.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -14340.513672 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -14340.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -14340.513672 Penalty: 1676.692993
	Iteration 4F: 3 clusters Score -14340.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 59381 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 16930 members 
Mstep: Class 10 contains 31019 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 32194 members 
Mstep: Class 14 contains 71578 members 
Mstep: Class 15 contains 49 members 
Mstep: Class 16 contains 73546 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 4047 members 
Mstep: Class 23 contains 20079 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 44979 members 
Mstep: Class 26 contains 9131 members 
Mstep: Class 27 contains 3611 members 
Entering Unmasked Estep 
Score: -62650396.000000 Penalty: 57702.019531
Splitting cluster 24 changes total score from -62651356.000000 to -62650396.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (44979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Entering Unmasked Estep 
Score: -5682429.000000 Penalty: 1741.017090
	Iteration 0F: 2 clusters Score -5682429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -5652333.000000 Penalty: 3482.034180
	Iteration 0F: 3 clusters Score -5652333 nChanged 21025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -5664252.500000 Penalty: 3482.034180
	Iteration 1F: 3 clusters Score -5664252 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -5664747.000000 Penalty: 3482.034180
	Iteration 2Q: 3 clusters Score -5664747 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -5665335.000000 Penalty: 3482.034180
	Iteration 3Q: 3 clusters Score -5665335 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -5666034.500000 Penalty: 3482.034180
	Iteration 4Q: 3 clusters Score -5666034 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -5667111.500000 Penalty: 3482.034180
	Iteration 5Q: 3 clusters Score -5667112 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -5668888.500000 Penalty: 3482.034180
	Iteration 6F: 3 clusters Score -5668888 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -5671664.000000 Penalty: 3482.034180
	Iteration 7F: 3 clusters Score -5671664 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -5675221.500000 Penalty: 3482.034180
	Iteration 8F: 3 clusters Score -5675222 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5678195.500000 Penalty: 3482.034180
	Iteration 9F: 3 clusters Score -5678196 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5679844.500000 Penalty: 3482.034180
	Iteration 10Q: 3 clusters Score -5679844 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5680564.000000 Penalty: 3482.034180
	Iteration 11Q: 3 clusters Score -5680564 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -5680753.000000 Penalty: 3482.034180
	Iteration 12Q: 3 clusters Score -5680753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5680850.500000 Penalty: 3482.034180
	Iteration 13Q: 3 clusters Score -5680850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5680869.000000 Penalty: 3482.034180
	Iteration 14Q: 3 clusters Score -5680869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5680876.000000 Penalty: 3482.034180
	Iteration 15Q: 3 clusters Score -5680876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5680884.500000 Penalty: 3482.034180
	Iteration 16Q: 3 clusters Score -5680884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5680892.000000 Penalty: 3482.034180
	Iteration 17Q: 3 clusters Score -5680892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5680897.000000 Penalty: 3482.034180
	Iteration 18Q: 3 clusters Score -5680897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5680904.000000 Penalty: 3482.034180
	Iteration 19Q: 3 clusters Score -5680904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5680914.500000 Penalty: 3482.034180
	Iteration 20F: 3 clusters Score -5680914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5680926.000000 Penalty: 3482.034180
	Iteration 21Q: 3 clusters Score -5680926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5680926.000000 Penalty: 3482.034180
	Iteration 22F: 3 clusters Score -5680926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Entering Unmasked Estep 
Score: -1154902.750000 Penalty: 1481.907471
	Iteration 0F: 2 clusters Score -1154903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1148315.250000 Penalty: 2963.814941
	Iteration 0F: 3 clusters Score -1148315 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1150428.250000 Penalty: 2963.814941
	Iteration 1F: 3 clusters Score -1150428 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1150695.000000 Penalty: 2963.814941
	Iteration 2F: 3 clusters Score -1150695 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1150906.875000 Penalty: 2963.814941
	Iteration 3F: 3 clusters Score -1150907 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1151113.375000 Penalty: 2963.814941
	Iteration 4Q: 3 clusters Score -1151113 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1151315.750000 Penalty: 2963.814941
	Iteration 5Q: 3 clusters Score -1151316 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1151487.000000 Penalty: 2963.814941
	Iteration 6Q: 3 clusters Score -1151487 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1151649.625000 Penalty: 2963.814941
	Iteration 7Q: 3 clusters Score -1151650 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1151831.625000 Penalty: 2963.814941
	Iteration 8Q: 3 clusters Score -1151832 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1152024.500000 Penalty: 2963.814941
	Iteration 9Q: 3 clusters Score -1152024 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1152229.375000 Penalty: 2963.814941
	Iteration 10Q: 3 clusters Score -1152229 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1152442.500000 Penalty: 2963.814941
	Iteration 11Q: 3 clusters Score -1152442 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1152629.125000 Penalty: 2963.814941
	Iteration 12Q: 3 clusters Score -1152629 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1152810.625000 Penalty: 2963.814941
	Iteration 13Q: 3 clusters Score -1152811 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1152962.250000 Penalty: 2963.814941
	Iteration 14Q: 3 clusters Score -1152962 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1153076.500000 Penalty: 2963.814941
	Iteration 15Q: 3 clusters Score -1153076 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1153192.000000 Penalty: 2963.814941
	Iteration 16Q: 3 clusters Score -1153192 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1153276.625000 Penalty: 2963.814941
	Iteration 17Q: 3 clusters Score -1153277 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1153337.625000 Penalty: 2963.814941
	Iteration 18Q: 3 clusters Score -1153338 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1153392.500000 Penalty: 2963.814941
	Iteration 19Q: 3 clusters Score -1153392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1153442.625000 Penalty: 2963.814941
	Iteration 20F: 3 clusters Score -1153443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1153477.750000 Penalty: 2963.814941
	Iteration 21Q: 3 clusters Score -1153478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1153511.375000 Penalty: 2963.814941
	Iteration 22Q: 3 clusters Score -1153511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1153528.625000 Penalty: 2963.814941
	Iteration 23Q: 3 clusters Score -1153529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1153550.500000 Penalty: 2963.814941
	Iteration 24Q: 3 clusters Score -1153550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1153560.875000 Penalty: 2963.814941
	Iteration 25Q: 3 clusters Score -1153561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1153563.250000 Penalty: 2963.814941
	Iteration 26Q: 3 clusters Score -1153563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1153571.000000 Penalty: 2963.814941
	Iteration 27Q: 3 clusters Score -1153571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1153572.750000 Penalty: 2963.814941
	Iteration 28Q: 3 clusters Score -1153573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1153573.250000 Penalty: 2963.814941
	Iteration 29Q: 3 clusters Score -1153573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1153575.250000 Penalty: 2963.814941
	Iteration 30Q: 3 clusters Score -1153575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1153577.375000 Penalty: 2963.814941
	Iteration 31Q: 3 clusters Score -1153577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1153579.875000 Penalty: 2963.814941
	Iteration 32Q: 3 clusters Score -1153580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1153580.625000 Penalty: 2963.814941
	Iteration 33Q: 3 clusters Score -1153581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1153580.625000 Penalty: 2963.814941
	Iteration 34F: 3 clusters Score -1153581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -448426.156250 Penalty: 1331.157715
	Iteration 0F: 2 clusters Score -448426.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -445331.750000 Penalty: 2662.315430
	Iteration 0F: 3 clusters Score -445331.8 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -446078.250000 Penalty: 2662.315430
	Iteration 1F: 3 clusters Score -446078.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -446214.843750 Penalty: 2662.315430
	Iteration 2F: 3 clusters Score -446214.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -446292.531250 Penalty: 2662.315430
	Iteration 3Q: 3 clusters Score -446292.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -446352.437500 Penalty: 2662.315430
	Iteration 4Q: 3 clusters Score -446352.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -446406.375000 Penalty: 2662.315430
	Iteration 5Q: 3 clusters Score -446406.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -446450.343750 Penalty: 2662.315430
	Iteration 6Q: 3 clusters Score -446450.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -446506.093750 Penalty: 2662.315430
	Iteration 7Q: 3 clusters Score -446506.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -446564.437500 Penalty: 2662.315430
	Iteration 8Q: 3 clusters Score -446564.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -446618.593750 Penalty: 2662.315430
	Iteration 9Q: 3 clusters Score -446618.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -446665.218750 Penalty: 2662.315430
	Iteration 10Q: 3 clusters Score -446665.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -446708.000000 Penalty: 2662.315430
	Iteration 11Q: 3 clusters Score -446708 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -446748.531250 Penalty: 2662.315430
	Iteration 12Q: 3 clusters Score -446748.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -446811.906250 Penalty: 2662.315430
	Iteration 13Q: 3 clusters Score -446811.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -446883.218750 Penalty: 2662.315430
	Iteration 14Q: 3 clusters Score -446883.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -446966.812500 Penalty: 2662.315430
	Iteration 15Q: 3 clusters Score -446966.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -447021.000000 Penalty: 2662.315430
	Iteration 16Q: 3 clusters Score -447021 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -447069.656250 Penalty: 2662.315430
	Iteration 17Q: 3 clusters Score -447069.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -447112.406250 Penalty: 2662.315430
	Iteration 18Q: 3 clusters Score -447112.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -447146.062500 Penalty: 2662.315430
	Iteration 19Q: 3 clusters Score -447146.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -447176.062500 Penalty: 2662.315430
	Iteration 20F: 3 clusters Score -447176.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -447204.000000 Penalty: 2662.315430
	Iteration 21Q: 3 clusters Score -447204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -447220.937500 Penalty: 2662.315430
	Iteration 22Q: 3 clusters Score -447220.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -447238.468750 Penalty: 2662.315430
	Iteration 23Q: 3 clusters Score -447238.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -447249.312500 Penalty: 2662.315430
	Iteration 24Q: 3 clusters Score -447249.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -447260.250000 Penalty: 2662.315430
	Iteration 25Q: 3 clusters Score -447260.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -447267.843750 Penalty: 2662.315430
	Iteration 26Q: 3 clusters Score -447267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -447274.687500 Penalty: 2662.315430
	Iteration 27Q: 3 clusters Score -447274.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -447282.000000 Penalty: 2662.315430
	Iteration 28Q: 3 clusters Score -447282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -447284.875000 Penalty: 2662.315430
	Iteration 29Q: 3 clusters Score -447284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -447288.218750 Penalty: 2662.315430
	Iteration 30Q: 3 clusters Score -447288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -447290.812500 Penalty: 2662.315430
	Iteration 31Q: 3 clusters Score -447290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -447294.625000 Penalty: 2662.315430
	Iteration 32Q: 3 clusters Score -447294.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -447294.968750 Penalty: 2662.315430
	Iteration 33Q: 3 clusters Score -447295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -447297.562500 Penalty: 2662.315430
	Iteration 34Q: 3 clusters Score -447297.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -447300.281250 Penalty: 2662.315430
	Iteration 35Q: 3 clusters Score -447300.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -447305.406250 Penalty: 2662.315430
	Iteration 36Q: 3 clusters Score -447305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -447308.062500 Penalty: 2662.315430
	Iteration 37Q: 3 clusters Score -447308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -447308.906250 Penalty: 2662.315430
	Iteration 38Q: 3 clusters Score -447308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -447308.906250 Penalty: 2662.315430
	Iteration 39F: 3 clusters Score -447308.9 nChanged 0
22->27 Clusters: Score -62651356.000000, best is -62658160.000000

Starting from 23 clusters...
--- Clustering full data set of 514761 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 23355 members 
Mstep: Class 3 contains 23679 members 
Mstep: Class 4 contains 23737 members 
Mstep: Class 5 contains 23298 members 
Mstep: Class 6 contains 23357 members 
Mstep: Class 7 contains 23578 members 
Mstep: Class 8 contains 23366 members 
Mstep: Class 9 contains 23184 members 
Mstep: Class 10 contains 23624 members 
Mstep: Class 11 contains 23465 members 
Mstep: Class 12 contains 23406 members 
Mstep: Class 13 contains 23483 members 
Mstep: Class 14 contains 23135 members 
Mstep: Class 15 contains 23420 members 
Mstep: Class 16 contains 23181 members 
Mstep: Class 17 contains 23694 members 
Mstep: Class 18 contains 23214 members 
Mstep: Class 19 contains 23156 members 
Mstep: Class 20 contains 23220 members 
Mstep: Class 21 contains 23367 members 
Mstep: Class 22 contains 23255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 172.744385 but Gain 2137.109375
Score: -60138580.000000 Penalty: 44879.351562
Iteration 0F: 22 clusters Score -6.013858e+07 nChanged 490780
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 41587 members 
Mstep: Class 3 contains 7180 members 
Mstep: Class 4 contains 222153 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 13848 members 
Mstep: Class 8 contains 13942 members 
Mstep: Class 9 contains 32164 members 
Mstep: Class 10 contains 6979 members 
Mstep: Class 11 contains 14903 members 
Mstep: Class 12 contains 8239 members 
Mstep: Class 13 contains 6892 members 
Mstep: Class 14 contains 14532 members 
Mstep: Class 15 contains 9019 members 
Mstep: Class 16 contains 25705 members 
Mstep: Class 17 contains 1982 members 
Mstep: Class 18 contains 21131 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 6239 members 
Mstep: Class 21 contains 6009 members 
Mstep: Class 22 contains 7657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61466396.000000 Penalty: 44879.351562
Iteration 1F: 22 clusters Score -6.14664e+07 nChanged 159214
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 57608 members 
Mstep: Class 3 contains 3795 members 
Mstep: Class 4 contains 229039 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 9465 members 
Mstep: Class 8 contains 9911 members 
Mstep: Class 9 contains 45601 members 
Mstep: Class 10 contains 4411 members 
Mstep: Class 11 contains 10617 members 
Mstep: Class 12 contains 5799 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 9779 members 
Mstep: Class 15 contains 4336 members 
Mstep: Class 16 contains 32268 members 
Mstep: Class 17 contains 2169 members 
Mstep: Class 18 contains 19367 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 6306 members 
Mstep: Class 22 contains 5511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61680172.000000 Penalty: 44879.351562
Iteration 2F: 22 clusters Score -6.168017e+07 nChanged 135604
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 81676 members 
Mstep: Class 3 contains 2618 members 
Mstep: Class 4 contains 171578 members 
Mstep: Class 5 contains 5733 members 
Mstep: Class 6 contains 6467 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 69003 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 6370 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 4323 members 
Mstep: Class 14 contains 7712 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 16 contains 61302 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 16023 members 
Mstep: Class 19 contains 9000 members 
Mstep: Class 20 contains 3573 members 
Mstep: Class 21 contains 8297 members 
Mstep: Class 22 contains 4772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61938840.000000 Penalty: 44879.351562
Iteration 3F: 22 clusters Score -6.193884e+07 nChanged 143336
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 102304 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 99772 members 
Mstep: Class 5 contains 4319 members 
Mstep: Class 6 contains 6294 members 
Mstep: Class 8 contains 5361 members 
Mstep: Class 9 contains 89594 members 
Mstep: Class 10 contains 3003 members 
Mstep: Class 11 contains 3844 members 
Mstep: Class 12 contains 3646 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 5669 members 
Mstep: Class 15 contains 1958 members 
Mstep: Class 16 contains 106339 members 
Mstep: Class 17 contains 1526 members 
Mstep: Class 18 contains 11063 members 
Mstep: Class 19 contains 9646 members 
Mstep: Class 20 contains 4040 members 
Mstep: Class 21 contains 9991 members 
Mstep: Class 22 contains 4348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62126588.000000 Penalty: 44879.351562
Iteration 4F: 22 clusters Score -6.212659e+07 nChanged 92191
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 95719 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 4 contains 82970 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 10647 members 
Mstep: Class 8 contains 5389 members 
Mstep: Class 9 contains 92917 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 3000 members 
Mstep: Class 12 contains 4363 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 3564 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 131264 members 
Mstep: Class 17 contains 1029 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 20 contains 4970 members 
Mstep: Class 21 contains 10728 members 
Mstep: Class 22 contains 4304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2126.743652 but Gain 2137.113281
Score: -62182740.000000 Penalty: 42742.238281
Iteration 5F: 21 clusters Score -6.218274e+07 nChanged 75491
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 90640 members 
Mstep: Class 4 contains 78345 members 
Mstep: Class 5 contains 2520 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 8 contains 6178 members 
Mstep: Class 9 contains 86542 members 
Mstep: Class 10 contains 3588 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 4935 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 14 contains 2259 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 136125 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 4783 members 
Mstep: Class 19 contains 8870 members 
Mstep: Class 20 contains 6871 members 
Mstep: Class 21 contains 10579 members 
Mstep: Class 22 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1630.167725 but Gain 2137.113281
Score: -62250588.000000 Penalty: 40605.125000
Iteration 6F: 20 clusters Score -6.225059e+07 nChanged 67221
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 86369 members 
Mstep: Class 4 contains 78345 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 41813 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 71508 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 4757 members 
Mstep: Class 13 contains 4065 members 
Mstep: Class 15 contains 4331 members 
Mstep: Class 16 contains 134063 members 
Mstep: Class 17 contains 646 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 8278 members 
Mstep: Class 20 contains 9502 members 
Mstep: Class 21 contains 10302 members 
Mstep: Class 22 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1929.394409 but Gain 2137.109375
Score: -62322844.000000 Penalty: 38468.015625
Iteration 7F: 19 clusters Score -6.232284e+07 nChanged 57154
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 81771 members 
Mstep: Class 4 contains 78641 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 57170 members 
Mstep: Class 8 contains 5658 members 
Mstep: Class 9 contains 58158 members 
Mstep: Class 10 contains 3716 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 4403 members 
Mstep: Class 13 contains 4464 members 
Mstep: Class 15 contains 6222 members 
Mstep: Class 16 contains 131214 members 
Mstep: Class 17 contains 603 members 
Mstep: Class 19 contains 7809 members 
Mstep: Class 20 contains 12411 members 
Mstep: Class 21 contains 10140 members 
Mstep: Class 22 contains 4236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62381632.000000 Penalty: 38468.015625
Iteration 8F: 19 clusters Score -6.238163e+07 nChanged 45525
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 76421 members 
Mstep: Class 4 contains 78469 members 
Mstep: Class 5 contains 2924 members 
Mstep: Class 6 contains 67537 members 
Mstep: Class 8 contains 5235 members 
Mstep: Class 9 contains 48582 members 
Mstep: Class 10 contains 3861 members 
Mstep: Class 11 contains 5961 members 
Mstep: Class 12 contains 4298 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 15 contains 8008 members 
Mstep: Class 16 contains 128030 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 19 contains 7522 members 
Mstep: Class 20 contains 15197 members 
Mstep: Class 21 contains 10109 members 
Mstep: Class 22 contains 4003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62425240.000000 Penalty: 38468.015625
Iteration 9F: 19 clusters Score -6.242524e+07 nChanged 37654
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 71536 members 
Mstep: Class 4 contains 78279 members 
Mstep: Class 5 contains 3233 members 
Mstep: Class 6 contains 73967 members 
Mstep: Class 8 contains 4912 members 
Mstep: Class 9 contains 42171 members 
Mstep: Class 10 contains 4130 members 
Mstep: Class 11 contains 7953 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 4998 members 
Mstep: Class 15 contains 9559 members 
Mstep: Class 16 contains 124750 members 
Mstep: Class 17 contains 571 members 
Mstep: Class 19 contains 7329 members 
Mstep: Class 20 contains 17256 members 
Mstep: Class 21 contains 10172 members 
Mstep: Class 22 contains 3776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62458416.000000 Penalty: 38468.015625
Iteration 10F: 19 clusters Score -6.245842e+07 nChanged 30951
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 67191 members 
Mstep: Class 4 contains 78756 members 
Mstep: Class 5 contains 3455 members 
Mstep: Class 6 contains 77752 members 
Mstep: Class 8 contains 4705 members 
Mstep: Class 9 contains 37340 members 
Mstep: Class 10 contains 4371 members 
Mstep: Class 11 contains 9876 members 
Mstep: Class 12 contains 4419 members 
Mstep: Class 13 contains 5218 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 121610 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 19 contains 7221 members 
Mstep: Class 20 contains 18323 members 
Mstep: Class 21 contains 10248 members 
Mstep: Class 22 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62483144.000000 Penalty: 38468.015625
Iteration 11F: 19 clusters Score -6.248314e+07 nChanged 25524
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 64022 members 
Mstep: Class 4 contains 79893 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 80060 members 
Mstep: Class 8 contains 4585 members 
Mstep: Class 9 contains 32961 members 
Mstep: Class 10 contains 4618 members 
Mstep: Class 11 contains 11360 members 
Mstep: Class 12 contains 4557 members 
Mstep: Class 13 contains 5403 members 
Mstep: Class 15 contains 12758 members 
Mstep: Class 16 contains 118474 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 18664 members 
Mstep: Class 21 contains 10344 members 
Mstep: Class 22 contains 3444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62501404.000000 Penalty: 38468.015625
Iteration 12Q: 19 clusters Score -6.25014e+07 nChanged 21268
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 61787 members 
Mstep: Class 4 contains 81330 members 
Mstep: Class 5 contains 3703 members 
Mstep: Class 6 contains 81513 members 
Mstep: Class 8 contains 4505 members 
Mstep: Class 9 contains 28952 members 
Mstep: Class 10 contains 4920 members 
Mstep: Class 11 contains 12290 members 
Mstep: Class 12 contains 4720 members 
Mstep: Class 13 contains 5523 members 
Mstep: Class 15 contains 14547 members 
Mstep: Class 16 contains 115259 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 19 contains 7058 members 
Mstep: Class 20 contains 18480 members 
Mstep: Class 21 contains 10415 members 
Mstep: Class 22 contains 3328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62516968.000000 Penalty: 38468.015625
Iteration 13Q: 19 clusters Score -6.251697e+07 nChanged 18486
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 59692 members 
Mstep: Class 4 contains 82498 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 82363 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 25537 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 11 contains 12826 members 
Mstep: Class 12 contains 4881 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 15 contains 16374 members 
Mstep: Class 16 contains 112274 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 19 contains 6997 members 
Mstep: Class 20 contains 18161 members 
Mstep: Class 21 contains 10500 members 
Mstep: Class 22 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62529740.000000 Penalty: 38468.015625
Iteration 14Q: 19 clusters Score -6.252974e+07 nChanged 16477
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64055 members 
Mstep: Class 2 contains 57300 members 
Mstep: Class 4 contains 83370 members 
Mstep: Class 5 contains 3834 members 
Mstep: Class 6 contains 82859 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 22765 members 
Mstep: Class 10 contains 5567 members 
Mstep: Class 11 contains 13004 members 
Mstep: Class 12 contains 5010 members 
Mstep: Class 13 contains 5696 members 
Mstep: Class 15 contains 18155 members 
Mstep: Class 16 contains 109593 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 19 contains 6940 members 
Mstep: Class 20 contains 17840 members 
Mstep: Class 21 contains 10572 members 
Mstep: Class 22 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62539332.000000 Penalty: 38468.015625
Iteration 15Q: 19 clusters Score -6.253933e+07 nChanged 15038
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 54432 members 
Mstep: Class 4 contains 84072 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 83194 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 20892 members 
Mstep: Class 10 contains 5861 members 
Mstep: Class 11 contains 12980 members 
Mstep: Class 12 contains 5113 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 15 contains 19777 members 
Mstep: Class 16 contains 107129 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 19 contains 6903 members 
Mstep: Class 20 contains 17612 members 
Mstep: Class 21 contains 10630 members 
Mstep: Class 22 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62546664.000000 Penalty: 38468.015625
Iteration 16Q: 19 clusters Score -6.254666e+07 nChanged 13709
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 72564 members 
Mstep: Class 2 contains 51170 members 
Mstep: Class 4 contains 84796 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 83357 members 
Mstep: Class 8 contains 4426 members 
Mstep: Class 9 contains 19646 members 
Mstep: Class 10 contains 6110 members 
Mstep: Class 11 contains 12854 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 15 contains 21198 members 
Mstep: Class 16 contains 104875 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 19 contains 6869 members 
Mstep: Class 20 contains 17476 members 
Mstep: Class 21 contains 10679 members 
Mstep: Class 22 contains 3183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62552440.000000 Penalty: 38468.015625
Iteration 17Q: 19 clusters Score -6.255244e+07 nChanged 12674
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 47673 members 
Mstep: Class 4 contains 85679 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 83430 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 18705 members 
Mstep: Class 10 contains 6380 members 
Mstep: Class 11 contains 12686 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 5826 members 
Mstep: Class 15 contains 22287 members 
Mstep: Class 16 contains 102800 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 19 contains 6838 members 
Mstep: Class 20 contains 17433 members 
Mstep: Class 21 contains 10723 members 
Mstep: Class 22 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62556596.000000 Penalty: 38468.015625
Iteration 18Q: 19 clusters Score -6.25566e+07 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 44169 members 
Mstep: Class 4 contains 86492 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 83433 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 18053 members 
Mstep: Class 10 contains 6597 members 
Mstep: Class 11 contains 12541 members 
Mstep: Class 12 contains 5280 members 
Mstep: Class 13 contains 5875 members 
Mstep: Class 15 contains 23086 members 
Mstep: Class 16 contains 100966 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 19 contains 6820 members 
Mstep: Class 20 contains 17433 members 
Mstep: Class 21 contains 10776 members 
Mstep: Class 22 contains 3209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62559508.000000 Penalty: 38468.015625
Iteration 19Q: 19 clusters Score -6.255951e+07 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 84606 members 
Mstep: Class 2 contains 40877 members 
Mstep: Class 4 contains 87308 members 
Mstep: Class 5 contains 4271 members 
Mstep: Class 6 contains 83414 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 17614 members 
Mstep: Class 10 contains 6746 members 
Mstep: Class 11 contains 12395 members 
Mstep: Class 12 contains 5284 members 
Mstep: Class 13 contains 5921 members 
Mstep: Class 15 contains 23660 members 
Mstep: Class 16 contains 99333 members 
Mstep: Class 17 contains 539 members 
Mstep: Class 19 contains 6778 members 
Mstep: Class 20 contains 17492 members 
Mstep: Class 21 contains 10825 members 
Mstep: Class 22 contains 3235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62562068.000000 Penalty: 38468.015625
Iteration 20F: 19 clusters Score -6.256207e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 87902 members 
Mstep: Class 2 contains 37926 members 
Mstep: Class 4 contains 87941 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 83287 members 
Mstep: Class 8 contains 4392 members 
Mstep: Class 9 contains 17352 members 
Mstep: Class 10 contains 6842 members 
Mstep: Class 11 contains 12096 members 
Mstep: Class 12 contains 5293 members 
Mstep: Class 13 contains 5948 members 
Mstep: Class 15 contains 24321 members 
Mstep: Class 16 contains 97983 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 19 contains 6757 members 
Mstep: Class 20 contains 17593 members 
Mstep: Class 21 contains 10870 members 
Mstep: Class 22 contains 3267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62563972.000000 Penalty: 38468.015625
Iteration 21Q: 19 clusters Score -6.256397e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 35081 members 
Mstep: Class 4 contains 88406 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 83199 members 
Mstep: Class 8 contains 4372 members 
Mstep: Class 9 contains 17279 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 11 contains 11744 members 
Mstep: Class 12 contains 5280 members 
Mstep: Class 13 contains 5952 members 
Mstep: Class 15 contains 24874 members 
Mstep: Class 16 contains 96868 members 
Mstep: Class 17 contains 537 members 
Mstep: Class 19 contains 6744 members 
Mstep: Class 20 contains 17753 members 
Mstep: Class 21 contains 10908 members 
Mstep: Class 22 contains 3292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62565528.000000 Penalty: 38468.015625
Iteration 22Q: 19 clusters Score -6.256553e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 93667 members 
Mstep: Class 2 contains 32508 members 
Mstep: Class 4 contains 88804 members 
Mstep: Class 5 contains 4621 members 
Mstep: Class 6 contains 83113 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 17276 members 
Mstep: Class 10 contains 7011 members 
Mstep: Class 11 contains 11426 members 
Mstep: Class 12 contains 5270 members 
Mstep: Class 13 contains 5952 members 
Mstep: Class 15 contains 25342 members 
Mstep: Class 16 contains 95898 members 
Mstep: Class 17 contains 537 members 
Mstep: Class 19 contains 6720 members 
Mstep: Class 20 contains 17961 members 
Mstep: Class 21 contains 10944 members 
Mstep: Class 22 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62566040.000000 Penalty: 38468.015625
Iteration 23Q: 19 clusters Score -6.256604e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 95760 members 
Mstep: Class 2 contains 30484 members 
Mstep: Class 4 contains 89155 members 
Mstep: Class 5 contains 4739 members 
Mstep: Class 6 contains 83050 members 
Mstep: Class 8 contains 4316 members 
Mstep: Class 9 contains 17330 members 
Mstep: Class 10 contains 7049 members 
Mstep: Class 11 contains 11077 members 
Mstep: Class 12 contains 5254 members 
Mstep: Class 13 contains 5960 members 
Mstep: Class 15 contains 25744 members 
Mstep: Class 16 contains 95101 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 19 contains 6701 members 
Mstep: Class 20 contains 18130 members 
Mstep: Class 21 contains 10997 members 
Mstep: Class 22 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62567220.000000 Penalty: 38468.015625
Iteration 24Q: 19 clusters Score -6.256722e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 4 contains 89436 members 
Mstep: Class 5 contains 4869 members 
Mstep: Class 6 contains 83009 members 
Mstep: Class 8 contains 4288 members 
Mstep: Class 9 contains 17394 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 10764 members 
Mstep: Class 12 contains 5244 members 
Mstep: Class 13 contains 5983 members 
Mstep: Class 15 contains 26082 members 
Mstep: Class 16 contains 94425 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 19 contains 6672 members 
Mstep: Class 20 contains 18298 members 
Mstep: Class 21 contains 11043 members 
Mstep: Class 22 contains 3333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62567976.000000 Penalty: 38468.015625
Iteration 25Q: 19 clusters Score -6.256798e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 98492 members 
Mstep: Class 2 contains 27740 members 
Mstep: Class 4 contains 89616 members 
Mstep: Class 5 contains 4969 members 
Mstep: Class 6 contains 82934 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 17495 members 
Mstep: Class 10 contains 7076 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 5234 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 15 contains 26402 members 
Mstep: Class 16 contains 93888 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 19 contains 6634 members 
Mstep: Class 20 contains 18504 members 
Mstep: Class 21 contains 11094 members 
Mstep: Class 22 contains 3328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62567968.000000 Penalty: 38468.015625
Iteration 26Q: 19 clusters Score -6.256797e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 99236 members 
Mstep: Class 2 contains 26974 members 
Mstep: Class 4 contains 89661 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 82905 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 17569 members 
Mstep: Class 10 contains 7041 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 5211 members 
Mstep: Class 13 contains 6013 members 
Mstep: Class 15 contains 26689 members 
Mstep: Class 16 contains 93458 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 19 contains 6606 members 
Mstep: Class 20 contains 18749 members 
Mstep: Class 21 contains 11134 members 
Mstep: Class 22 contains 3319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62567792.000000 Penalty: 38468.015625
Iteration 27Q: 19 clusters Score -6.256779e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 99560 members 
Mstep: Class 2 contains 26532 members 
Mstep: Class 4 contains 89688 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 6 contains 82876 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 17651 members 
Mstep: Class 10 contains 7015 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 13 contains 6029 members 
Mstep: Class 15 contains 26986 members 
Mstep: Class 16 contains 93121 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 19 contains 6570 members 
Mstep: Class 20 contains 19007 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 3315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62567964.000000 Penalty: 38468.015625
Iteration 28Q: 19 clusters Score -6.256796e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 99631 members 
Mstep: Class 2 contains 26296 members 
Mstep: Class 4 contains 89634 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 82859 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 17730 members 
Mstep: Class 10 contains 7015 members 
Mstep: Class 11 contains 9815 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 6068 members 
Mstep: Class 15 contains 27211 members 
Mstep: Class 16 contains 92867 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 19308 members 
Mstep: Class 21 contains 11227 members 
Mstep: Class 22 contains 3298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62568068.000000 Penalty: 38468.015625
Iteration 29Q: 19 clusters Score -6.256807e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 26227 members 
Mstep: Class 4 contains 89540 members 
Mstep: Class 5 contains 5332 members 
Mstep: Class 6 contains 82832 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 17770 members 
Mstep: Class 10 contains 7010 members 
Mstep: Class 11 contains 9654 members 
Mstep: Class 12 contains 5139 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 15 contains 27425 members 
Mstep: Class 16 contains 92663 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 19 contains 6521 members 
Mstep: Class 20 contains 19612 members 
Mstep: Class 21 contains 11258 members 
Mstep: Class 22 contains 3291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62568232.000000 Penalty: 38468.015625
Iteration 30Q: 19 clusters Score -6.256823e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 99208 members 
Mstep: Class 2 contains 26350 members 
Mstep: Class 4 contains 89407 members 
Mstep: Class 5 contains 5402 members 
Mstep: Class 6 contains 82798 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 17827 members 
Mstep: Class 10 contains 7004 members 
Mstep: Class 11 contains 9516 members 
Mstep: Class 12 contains 5106 members 
Mstep: Class 13 contains 6159 members 
Mstep: Class 15 contains 27638 members 
Mstep: Class 16 contains 92508 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 19 contains 6507 members 
Mstep: Class 20 contains 19915 members 
Mstep: Class 21 contains 11284 members 
Mstep: Class 22 contains 3293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62568524.000000 Penalty: 38468.015625
Iteration 31Q: 19 clusters Score -6.256852e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 98786 members 
Mstep: Class 2 contains 26543 members 
Mstep: Class 4 contains 89240 members 
Mstep: Class 5 contains 5473 members 
Mstep: Class 6 contains 82752 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 17879 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 9414 members 
Mstep: Class 12 contains 5075 members 
Mstep: Class 13 contains 6211 members 
Mstep: Class 15 contains 27845 members 
Mstep: Class 16 contains 92387 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 19 contains 6488 members 
Mstep: Class 20 contains 20230 members 
Mstep: Class 21 contains 11318 members 
Mstep: Class 22 contains 3291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62568848.000000 Penalty: 38468.015625
Iteration 32Q: 19 clusters Score -6.256885e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 98164 members 
Mstep: Class 2 contains 26870 members 
Mstep: Class 4 contains 89054 members 
Mstep: Class 5 contains 5526 members 
Mstep: Class 6 contains 82700 members 
Mstep: Class 8 contains 4242 members 
Mstep: Class 9 contains 17937 members 
Mstep: Class 10 contains 6984 members 
Mstep: Class 11 contains 9313 members 
Mstep: Class 12 contains 5055 members 
Mstep: Class 13 contains 6267 members 
Mstep: Class 15 contains 28063 members 
Mstep: Class 16 contains 92302 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 19 contains 6456 members 
Mstep: Class 20 contains 20602 members 
Mstep: Class 21 contains 11361 members 
Mstep: Class 22 contains 3281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62569248.000000 Penalty: 38468.015625
Iteration 33Q: 19 clusters Score -6.256925e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 27282 members 
Mstep: Class 4 contains 88847 members 
Mstep: Class 5 contains 5581 members 
Mstep: Class 6 contains 82652 members 
Mstep: Class 8 contains 4230 members 
Mstep: Class 9 contains 17993 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 9234 members 
Mstep: Class 12 contains 5037 members 
Mstep: Class 13 contains 6338 members 
Mstep: Class 15 contains 28270 members 
Mstep: Class 16 contains 92233 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 19 contains 6388 members 
Mstep: Class 20 contains 20991 members 
Mstep: Class 21 contains 11429 members 
Mstep: Class 22 contains 3266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62569660.000000 Penalty: 38468.015625
Iteration 34Q: 19 clusters Score -6.256966e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 27716 members 
Mstep: Class 4 contains 88586 members 
Mstep: Class 5 contains 5638 members 
Mstep: Class 6 contains 82624 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 18045 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 9180 members 
Mstep: Class 12 contains 5005 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 15 contains 28430 members 
Mstep: Class 16 contains 92178 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 19 contains 6317 members 
Mstep: Class 20 contains 21408 members 
Mstep: Class 21 contains 11513 members 
Mstep: Class 22 contains 3253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62569840.000000 Penalty: 38468.015625
Iteration 35Q: 19 clusters Score -6.256984e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 96010 members 
Mstep: Class 2 contains 28151 members 
Mstep: Class 4 contains 88228 members 
Mstep: Class 5 contains 5699 members 
Mstep: Class 6 contains 82596 members 
Mstep: Class 8 contains 4203 members 
Mstep: Class 9 contains 18094 members 
Mstep: Class 10 contains 6923 members 
Mstep: Class 11 contains 9131 members 
Mstep: Class 12 contains 4962 members 
Mstep: Class 13 contains 6515 members 
Mstep: Class 15 contains 28597 members 
Mstep: Class 16 contains 92118 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 21877 members 
Mstep: Class 21 contains 11599 members 
Mstep: Class 22 contains 3239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62570228.000000 Penalty: 38468.015625
Iteration 36Q: 19 clusters Score -6.257023e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 95223 members 
Mstep: Class 2 contains 28653 members 
Mstep: Class 4 contains 87866 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 82570 members 
Mstep: Class 8 contains 4182 members 
Mstep: Class 9 contains 18142 members 
Mstep: Class 10 contains 6913 members 
Mstep: Class 11 contains 9074 members 
Mstep: Class 12 contains 4936 members 
Mstep: Class 13 contains 6622 members 
Mstep: Class 15 contains 28731 members 
Mstep: Class 16 contains 92079 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 19 contains 6167 members 
Mstep: Class 20 contains 22365 members 
Mstep: Class 21 contains 11676 members 
Mstep: Class 22 contains 3224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62570620.000000 Penalty: 38468.015625
Iteration 37Q: 19 clusters Score -6.257062e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 94445 members 
Mstep: Class 2 contains 29120 members 
Mstep: Class 4 contains 87467 members 
Mstep: Class 5 contains 5809 members 
Mstep: Class 6 contains 82519 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 18198 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 4905 members 
Mstep: Class 13 contains 6744 members 
Mstep: Class 15 contains 28839 members 
Mstep: Class 16 contains 92064 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 19 contains 6095 members 
Mstep: Class 20 contains 22897 members 
Mstep: Class 21 contains 11775 members 
Mstep: Class 22 contains 3208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62571224.000000 Penalty: 38468.015625
Iteration 38Q: 19 clusters Score -6.257122e+07 nChanged 3060
Entering ConstructFrom: 
Score: -62571224.000000 Penalty: 38468.015625
Entering ConstructFrom: 
Trying to split cluster 1 (93682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93682 members 
Entering Unmasked Estep 
Score: -11551887.000000 Penalty: 1860.244995
	Iteration 0F: 2 clusters Score -1.155189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -11498312.000000 Penalty: 3720.489990
	Iteration 0F: 3 clusters Score -1.149831e+07 nChanged 44770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -11524556.000000 Penalty: 3720.489990
	Iteration 1F: 3 clusters Score -1.152456e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -11525961.000000 Penalty: 3720.489990
	Iteration 2Q: 3 clusters Score -1.152596e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -11528038.000000 Penalty: 3720.489990
	Iteration 3Q: 3 clusters Score -1.152804e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -11531403.000000 Penalty: 3720.489990
	Iteration 4F: 3 clusters Score -1.15314e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -11536363.000000 Penalty: 3720.489990
	Iteration 5F: 3 clusters Score -1.153636e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -11542032.000000 Penalty: 3720.489990
	Iteration 6F: 3 clusters Score -1.154203e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -11547724.000000 Penalty: 3720.489990
	Iteration 7F: 3 clusters Score -1.154772e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -11552057.000000 Penalty: 3720.489990
	Iteration 8F: 3 clusters Score -1.155206e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -11554596.000000 Penalty: 3720.489990
	Iteration 9Q: 3 clusters Score -1.15546e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -11555994.000000 Penalty: 3720.489990
	Iteration 10Q: 3 clusters Score -1.155599e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -11556834.000000 Penalty: 3720.489990
	Iteration 11Q: 3 clusters Score -1.155683e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -11557573.000000 Penalty: 3720.489990
	Iteration 12Q: 3 clusters Score -1.155757e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -11558140.000000 Penalty: 3720.489990
	Iteration 13Q: 3 clusters Score -1.155814e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -11558553.000000 Penalty: 3720.489990
	Iteration 14Q: 3 clusters Score -1.155855e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -11558890.000000 Penalty: 3720.489990
	Iteration 15Q: 3 clusters Score -1.155889e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -11559105.000000 Penalty: 3720.489990
	Iteration 16Q: 3 clusters Score -1.15591e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -11559333.000000 Penalty: 3720.489990
	Iteration 17Q: 3 clusters Score -1.155933e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -11559367.000000 Penalty: 3720.489990
	Iteration 18Q: 3 clusters Score -1.155937e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -11559382.000000 Penalty: 3720.489990
	Iteration 19Q: 3 clusters Score -1.155938e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -11559376.000000 Penalty: 3720.489990
	Iteration 20F: 3 clusters Score -1.155938e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -11559373.000000 Penalty: 3720.489990
	Iteration 21Q: 3 clusters Score -1.155937e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78336 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -11559363.000000 Penalty: 3720.489990
	Iteration 22Q: 3 clusters Score -1.155936e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -11559365.000000 Penalty: 3720.489990
	Iteration 23Q: 3 clusters Score -1.155936e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -11559326.000000 Penalty: 3720.489990
	Iteration 24Q: 3 clusters Score -1.155933e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -11559317.000000 Penalty: 3720.489990
	Iteration 25Q: 3 clusters Score -1.155932e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79042 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -11559315.000000 Penalty: 3720.489990
	Iteration 26Q: 3 clusters Score -1.155932e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -11559324.000000 Penalty: 3720.489990
	Iteration 27Q: 3 clusters Score -1.155932e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -11559312.000000 Penalty: 3720.489990
	Iteration 28Q: 3 clusters Score -1.155931e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -11559294.000000 Penalty: 3720.489990
	Iteration 29Q: 3 clusters Score -1.155929e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79377 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -11559283.000000 Penalty: 3720.489990
	Iteration 30Q: 3 clusters Score -1.155928e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79428 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -11559275.000000 Penalty: 3720.489990
	Iteration 31Q: 3 clusters Score -1.155928e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -11559291.000000 Penalty: 3720.489990
	Iteration 32Q: 3 clusters Score -1.155929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -11559298.000000 Penalty: 3720.489990
	Iteration 33Q: 3 clusters Score -1.15593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -11559294.000000 Penalty: 3720.489990
	Iteration 34Q: 3 clusters Score -1.155929e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79535 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -11559292.000000 Penalty: 3720.489990
	Iteration 35Q: 3 clusters Score -1.155929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -11559290.000000 Penalty: 3720.489990
	Iteration 36Q: 3 clusters Score -1.155929e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -11559278.000000 Penalty: 3720.489990
	Iteration 37Q: 3 clusters Score -1.155928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79569 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -11559288.000000 Penalty: 3720.489990
	Iteration 38Q: 3 clusters Score -1.155929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -11559266.000000 Penalty: 3720.489990
	Iteration 39Q: 3 clusters Score -1.155927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -11559276.000000 Penalty: 3720.489990
	Iteration 40F: 3 clusters Score -1.155928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -11559277.000000 Penalty: 3720.489990
	Iteration 41Q: 3 clusters Score -1.155928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -11559276.000000 Penalty: 3720.489990
	Iteration 42Q: 3 clusters Score -1.155928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -11559274.000000 Penalty: 3720.489990
	Iteration 43Q: 3 clusters Score -1.155927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79595 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -11559276.000000 Penalty: 3720.489990
	Iteration 44Q: 3 clusters Score -1.155928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -11559276.000000 Penalty: 3720.489990
	Iteration 45Q: 3 clusters Score -1.155928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -11559280.000000 Penalty: 3720.489990
	Iteration 46Q: 3 clusters Score -1.155928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -11559273.000000 Penalty: 3720.489990
	Iteration 47Q: 3 clusters Score -1.155927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -11559273.000000 Penalty: 3720.489990
	Iteration 48Q: 3 clusters Score -1.155927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -11559275.000000 Penalty: 3720.489990
	Iteration 49Q: 3 clusters Score -1.155928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -11559275.000000 Penalty: 3720.489990
	Iteration 50F: 3 clusters Score -1.155928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 29586 members 
Mstep: Class 3 contains 14078 members 
Mstep: Class 4 contains 86974 members 
Mstep: Class 5 contains 5876 members 
Mstep: Class 6 contains 82498 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 18232 members 
Mstep: Class 10 contains 6864 members 
Mstep: Class 11 contains 8975 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 6885 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 16 contains 92053 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 19 contains 6019 members 
Mstep: Class 20 contains 23488 members 
Mstep: Class 21 contains 11877 members 
Mstep: Class 22 contains 3189 members 
Entering Unmasked Estep 
Score: -62579016.000000 Penalty: 40605.125000
Splitting cluster 1 changes total score from -62571224.000000 to -62579016.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (29586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Entering Unmasked Estep 
Score: -3678709.000000 Penalty: 1672.946655
	Iteration 0F: 2 clusters Score -3678709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3658682.500000 Penalty: 3345.893311
	Iteration 0F: 3 clusters Score -3658682 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3666631.250000 Penalty: 3345.893311
	Iteration 1F: 3 clusters Score -3666631 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3667357.000000 Penalty: 3345.893311
	Iteration 2F: 3 clusters Score -3667357 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3668378.250000 Penalty: 3345.893311
	Iteration 3F: 3 clusters Score -3668378 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3669846.500000 Penalty: 3345.893311
	Iteration 4F: 3 clusters Score -3669846 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3671773.750000 Penalty: 3345.893311
	Iteration 5F: 3 clusters Score -3671774 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3673605.000000 Penalty: 3345.893311
	Iteration 6F: 3 clusters Score -3673605 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -3674810.750000 Penalty: 3345.893311
	Iteration 7F: 3 clusters Score -3674811 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3675355.750000 Penalty: 3345.893311
	Iteration 8Q: 3 clusters Score -3675356 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -3675641.500000 Penalty: 3345.893311
	Iteration 9Q: 3 clusters Score -3675642 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3675811.000000 Penalty: 3345.893311
	Iteration 10Q: 3 clusters Score -3675811 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3675935.000000 Penalty: 3345.893311
	Iteration 11Q: 3 clusters Score -3675935 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3676050.750000 Penalty: 3345.893311
	Iteration 12Q: 3 clusters Score -3676051 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3676132.750000 Penalty: 3345.893311
	Iteration 13Q: 3 clusters Score -3676133 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3676169.750000 Penalty: 3345.893311
	Iteration 14Q: 3 clusters Score -3676170 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3676220.500000 Penalty: 3345.893311
	Iteration 15Q: 3 clusters Score -3676220 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -3676246.500000 Penalty: 3345.893311
	Iteration 16Q: 3 clusters Score -3676246 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3676266 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3676299 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3676312 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3676320 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3676348 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3676368 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3676388 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3676417 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3676419 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3676433 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3676445 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3676445 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3676452 nChanged 68
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Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3676458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3676462 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3676472 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3676475 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3676479 nChanged 68
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Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3676483 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3676496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3676512 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3676507 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3676512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3676522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3676521 nChanged 41
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Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3676524 nChanged 30
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Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3676526 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3676538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3676545 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3676545 nChanged 35
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Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 21871 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3676545 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7569 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3676546 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3676536 nChanged 42
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Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3676557 nChanged 33
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Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3676554 nChanged 37
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Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3676560 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3676562 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3676564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3676565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3676574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3676574 nChanged 32
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Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3676584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3676590 nChanged 40
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Mstep: Class 1 contains 7144 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3676591 nChanged 38
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Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3676595 nChanged 35
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Mstep: Class 1 contains 7073 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3676597 nChanged 28
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Mstep: Class 1 contains 7047 members 
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	Iteration 67Q: 3 clusters Score -3676588 nChanged 26
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Mstep: Class 1 contains 7021 members 
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	Iteration 68Q: 3 clusters Score -3676601 nChanged 25
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Mstep: Class 1 contains 6996 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3676602 nChanged 31
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Mstep: Class 1 contains 6965 members 
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	Iteration 70Q: 3 clusters Score -3676600 nChanged 29
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Mstep: Class 1 contains 6938 members 
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	Iteration 71Q: 3 clusters Score -3676606 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6916 members 
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Mstep: Class 1 contains 6893 members 
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	Iteration 73Q: 3 clusters Score -3676604 nChanged 23
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Mstep: Class 1 contains 6870 members 
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	Iteration 74Q: 3 clusters Score -3676607 nChanged 16
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Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 22732 members 
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	Iteration 75Q: 3 clusters Score -3676610 nChanged 19
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Mstep: Class 1 contains 6835 members 
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	Iteration 76Q: 3 clusters Score -3676604 nChanged 26
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Mstep: Class 1 contains 6811 members 
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	Iteration 77Q: 3 clusters Score -3676600 nChanged 33
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Mstep: Class 1 contains 6780 members 
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	Iteration 78Q: 3 clusters Score -3676614 nChanged 30
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Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3676616 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6722 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3676619 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3676620 nChanged 37
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Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3676631.250000 Penalty: 3345.893311
	Iteration 82Q: 3 clusters Score -3676631 nChanged 43
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Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3676634 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3676632 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6541 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3676636 nChanged 34
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Mstep: Class 1 contains 6507 members 
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	Iteration 86Q: 3 clusters Score -3676645 nChanged 35
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Mstep: Class 1 contains 6472 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3676653 nChanged 38
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Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3676653 nChanged 35
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Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3676656 nChanged 45
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Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 23228 members 
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	Iteration 90Q: 3 clusters Score -3676645 nChanged 33
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Mstep: Class 1 contains 6325 members 
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	Iteration 91Q: 3 clusters Score -3676658 nChanged 42
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Mstep: Class 1 contains 6283 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6233 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3676654 nChanged 53
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Mstep: Class 1 contains 6180 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3676661 nChanged 60
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Mstep: Class 1 contains 6120 members 
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	Iteration 95Q: 3 clusters Score -3676666 nChanged 84
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Mstep: Class 1 contains 6036 members 
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	Iteration 96Q: 3 clusters Score -3676675 nChanged 82
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Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 23632 members 
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	Iteration 97Q: 3 clusters Score -3676678 nChanged 73
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Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 23705 members 
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	Iteration 98Q: 3 clusters Score -3676680 nChanged 92
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Mstep: Class 1 contains 5789 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3676698 nChanged 98
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Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3676711.250000 Penalty: 3345.893311
	Iteration 100F: 3 clusters Score -3676711 nChanged 93
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Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3676730 nChanged 98
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Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3676738 nChanged 73
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Mstep: Class 1 contains 5431 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3676746 nChanged 73
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Mstep: Class 1 contains 5358 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3676765 nChanged 78
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Mstep: Class 1 contains 5280 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3676770 nChanged 89
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Mstep: Class 1 contains 5193 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3676802 nChanged 94
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Mstep: Class 1 contains 5099 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3676817 nChanged 82
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3676817 nChanged 89
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Mstep: Class 1 contains 4934 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3676830 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3676838.000000 Penalty: 3345.893311
	Iteration 110Q: 3 clusters Score -3676838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3676845.500000 Penalty: 3345.893311
	Iteration 111Q: 3 clusters Score -3676846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3676850.250000 Penalty: 3345.893311
	Iteration 112Q: 3 clusters Score -3676850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3676862.000000 Penalty: 3345.893311
	Iteration 113Q: 3 clusters Score -3676862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3676870.500000 Penalty: 3345.893311
	Iteration 114Q: 3 clusters Score -3676870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3676883.000000 Penalty: 3345.893311
	Iteration 115Q: 3 clusters Score -3676883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3676893.250000 Penalty: 3345.893311
	Iteration 116Q: 3 clusters Score -3676893 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3676902.250000 Penalty: 3345.893311
	Iteration 117Q: 3 clusters Score -3676902 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3676910.250000 Penalty: 3345.893311
	Iteration 118Q: 3 clusters Score -3676910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3676916.500000 Penalty: 3345.893311
	Iteration 119Q: 3 clusters Score -3676916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3676922.750000 Penalty: 3345.893311
	Iteration 120F: 3 clusters Score -3676923 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3676945.750000 Penalty: 3345.893311
	Iteration 121Q: 3 clusters Score -3676946 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3676963.500000 Penalty: 3345.893311
	Iteration 122Q: 3 clusters Score -3676964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3676971.000000 Penalty: 3345.893311
	Iteration 123Q: 3 clusters Score -3676971 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3676972.500000 Penalty: 3345.893311
	Iteration 124Q: 3 clusters Score -3676972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3676981.500000 Penalty: 3345.893311
	Iteration 125Q: 3 clusters Score -3676982 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3676982.000000 Penalty: 3345.893311
	Iteration 126Q: 3 clusters Score -3676982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3677003.250000 Penalty: 3345.893311
	Iteration 127Q: 3 clusters Score -3677003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -3677008.750000 Penalty: 3345.893311
	Iteration 128Q: 3 clusters Score -3677009 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -3677005.000000 Penalty: 3345.893311
	Iteration 129Q: 3 clusters Score -3677005 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3677011.500000 Penalty: 3345.893311
	Iteration 130Q: 3 clusters Score -3677012 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -3677021.750000 Penalty: 3345.893311
	Iteration 131Q: 3 clusters Score -3677022 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3677041.500000 Penalty: 3345.893311
	Iteration 132Q: 3 clusters Score -3677042 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3677066.500000 Penalty: 3345.893311
	Iteration 133Q: 3 clusters Score -3677066 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3677081.500000 Penalty: 3345.893311
	Iteration 134Q: 3 clusters Score -3677082 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3677115.750000 Penalty: 3345.893311
	Iteration 135Q: 3 clusters Score -3677116 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -3677145.250000 Penalty: 3345.893311
	Iteration 136Q: 3 clusters Score -3677145 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3677162.250000 Penalty: 3345.893311
	Iteration 137Q: 3 clusters Score -3677162 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -3677180.750000 Penalty: 3345.893311
	Iteration 138Q: 3 clusters Score -3677181 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3677200.250000 Penalty: 3345.893311
	Iteration 139Q: 3 clusters Score -3677200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -3677222.250000 Penalty: 3345.893311
	Iteration 140F: 3 clusters Score -3677222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3677261.750000 Penalty: 3345.893311
	Iteration 141Q: 3 clusters Score -3677262 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -3677286.500000 Penalty: 3345.893311
	Iteration 142Q: 3 clusters Score -3677286 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3677337.250000 Penalty: 3345.893311
	Iteration 143Q: 3 clusters Score -3677337 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3677384.750000 Penalty: 3345.893311
	Iteration 144Q: 3 clusters Score -3677385 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3677430.000000 Penalty: 3345.893311
	Iteration 145Q: 3 clusters Score -3677430 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3677473.500000 Penalty: 3345.893311
	Iteration 146Q: 3 clusters Score -3677474 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3677504.750000 Penalty: 3345.893311
	Iteration 147Q: 3 clusters Score -3677505 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3677524.500000 Penalty: 3345.893311
	Iteration 148Q: 3 clusters Score -3677524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3677536.750000 Penalty: 3345.893311
	Iteration 149Q: 3 clusters Score -3677537 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -3677557.750000 Penalty: 3345.893311
	Iteration 150Q: 3 clusters Score -3677558 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3677573.750000 Penalty: 3345.893311
	Iteration 151Q: 3 clusters Score -3677574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3677594.250000 Penalty: 3345.893311
	Iteration 152Q: 3 clusters Score -3677594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3677613.000000 Penalty: 3345.893311
	Iteration 153Q: 3 clusters Score -3677613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3677627.250000 Penalty: 3345.893311
	Iteration 154Q: 3 clusters Score -3677627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3677647.250000 Penalty: 3345.893311
	Iteration 155Q: 3 clusters Score -3677647 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -3677675.000000 Penalty: 3345.893311
	Iteration 156Q: 3 clusters Score -3677675 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3677697.000000 Penalty: 3345.893311
	Iteration 157Q: 3 clusters Score -3677697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -3677713.000000 Penalty: 3345.893311
	Iteration 158Q: 3 clusters Score -3677713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3677732.000000 Penalty: 3345.893311
	Iteration 159Q: 3 clusters Score -3677732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -3677749.750000 Penalty: 3345.893311
	Iteration 160F: 3 clusters Score -3677750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3677773.000000 Penalty: 3345.893311
	Iteration 161Q: 3 clusters Score -3677773 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3677789.000000 Penalty: 3345.893311
	Iteration 162Q: 3 clusters Score -3677789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -3677796.250000 Penalty: 3345.893311
	Iteration 163Q: 3 clusters Score -3677796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3677812.000000 Penalty: 3345.893311
	Iteration 164Q: 3 clusters Score -3677812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3677817.500000 Penalty: 3345.893311
	Iteration 165Q: 3 clusters Score -3677818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3677817.000000 Penalty: 3345.893311
	Iteration 166Q: 3 clusters Score -3677817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -3677820.250000 Penalty: 3345.893311
	Iteration 167Q: 3 clusters Score -3677820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3677821.500000 Penalty: 3345.893311
	Iteration 168Q: 3 clusters Score -3677822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3677824.750000 Penalty: 3345.893311
	Iteration 169Q: 3 clusters Score -3677825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3677832.000000 Penalty: 3345.893311
	Iteration 170Q: 3 clusters Score -3677832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3677826.250000 Penalty: 3345.893311
	Iteration 171Q: 3 clusters Score -3677826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3677825.000000 Penalty: 3345.893311
	Iteration 172Q: 3 clusters Score -3677825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3677825.000000 Penalty: 3345.893311
	Iteration 173F: 3 clusters Score -3677825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (86974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Entering Unmasked Estep 
Score: -10802950.000000 Penalty: 1848.171753
	Iteration 0F: 2 clusters Score -1.080295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -10753986.000000 Penalty: 3696.343506
	Iteration 0F: 3 clusters Score -1.075399e+07 nChanged 41293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -10778030.000000 Penalty: 3696.343506
	Iteration 1F: 3 clusters Score -1.077803e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -10779113.000000 Penalty: 3696.343506
	Iteration 2Q: 3 clusters Score -1.077911e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -10780667.000000 Penalty: 3696.343506
	Iteration 3Q: 3 clusters Score -1.078067e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -10783424.000000 Penalty: 3696.343506
	Iteration 4F: 3 clusters Score -1.078342e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -10787488.000000 Penalty: 3696.343506
	Iteration 5F: 3 clusters Score -1.078749e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72625 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -10791693.000000 Penalty: 3696.343506
	Iteration 6F: 3 clusters Score -1.079169e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78245 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -10795134.000000 Penalty: 3696.343506
	Iteration 7F: 3 clusters Score -1.079513e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81992 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -10797856.000000 Penalty: 3696.343506
	Iteration 8Q: 3 clusters Score -1.079786e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -10799384.000000 Penalty: 3696.343506
	Iteration 9Q: 3 clusters Score -1.079938e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -10800130.000000 Penalty: 3696.343506
	Iteration 10Q: 3 clusters Score -1.080013e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -10800577.000000 Penalty: 3696.343506
	Iteration 11Q: 3 clusters Score -1.080058e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -10800851.000000 Penalty: 3696.343506
	Iteration 12Q: 3 clusters Score -1.080085e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86062 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10801035.000000 Penalty: 3696.343506
	Iteration 13Q: 3 clusters Score -1.080104e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10801145.000000 Penalty: 3696.343506
	Iteration 14Q: 3 clusters Score -1.080114e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86239 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10801210.000000 Penalty: 3696.343506
	Iteration 15Q: 3 clusters Score -1.080121e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10801263.000000 Penalty: 3696.343506
	Iteration 16Q: 3 clusters Score -1.080126e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86309 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -10801292.000000 Penalty: 3696.343506
	Iteration 17Q: 3 clusters Score -1.080129e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86338 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10801314.000000 Penalty: 3696.343506
	Iteration 18Q: 3 clusters Score -1.080131e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10801329.000000 Penalty: 3696.343506
	Iteration 19Q: 3 clusters Score -1.080133e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10801348.000000 Penalty: 3696.343506
	Iteration 20F: 3 clusters Score -1.080135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10801357.000000 Penalty: 3696.343506
	Iteration 21Q: 3 clusters Score -1.080136e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10801378.000000 Penalty: 3696.343506
	Iteration 22Q: 3 clusters Score -1.080138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86399 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10801396.000000 Penalty: 3696.343506
	Iteration 23Q: 3 clusters Score -1.08014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86406 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10801399.000000 Penalty: 3696.343506
	Iteration 24Q: 3 clusters Score -1.08014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86412 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10801404.000000 Penalty: 3696.343506
	Iteration 25Q: 3 clusters Score -1.08014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86415 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10801404.000000 Penalty: 3696.343506
	Iteration 26Q: 3 clusters Score -1.08014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10801414.000000 Penalty: 3696.343506
	Iteration 27Q: 3 clusters Score -1.080141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86421 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10801433.000000 Penalty: 3696.343506
	Iteration 28Q: 3 clusters Score -1.080143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86425 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10801431.000000 Penalty: 3696.343506
	Iteration 29Q: 3 clusters Score -1.080143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86426 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10801437.000000 Penalty: 3696.343506
	Iteration 30Q: 3 clusters Score -1.080144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10801438.000000 Penalty: 3696.343506
	Iteration 31Q: 3 clusters Score -1.080144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10801441.000000 Penalty: 3696.343506
	Iteration 32Q: 3 clusters Score -1.080144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -10801452.000000 Penalty: 3696.343506
	Iteration 33Q: 3 clusters Score -1.080145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86434 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10801461.000000 Penalty: 3696.343506
	Iteration 34Q: 3 clusters Score -1.080146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86434 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10801461.000000 Penalty: 3696.343506
	Iteration 35Q: 3 clusters Score -1.080146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86436 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10801460.000000 Penalty: 3696.343506
	Iteration 36Q: 3 clusters Score -1.080146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86436 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10801460.000000 Penalty: 3696.343506
	Iteration 37F: 3 clusters Score -1.080146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Entering Unmasked Estep 
Score: -698787.250000 Penalty: 1410.277710
	Iteration 0F: 2 clusters Score -698787.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -694252.375000 Penalty: 2820.555420
	Iteration 0F: 3 clusters Score -694252.4 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -695532.187500 Penalty: 2820.555420
	Iteration 1F: 3 clusters Score -695532.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -695722.312500 Penalty: 2820.555420
	Iteration 2F: 3 clusters Score -695722.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -695886.250000 Penalty: 2820.555420
	Iteration 3F: 3 clusters Score -695886.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -696022.375000 Penalty: 2820.555420
	Iteration 4Q: 3 clusters Score -696022.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -696162.125000 Penalty: 2820.555420
	Iteration 5Q: 3 clusters Score -696162.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -696274.375000 Penalty: 2820.555420
	Iteration 6Q: 3 clusters Score -696274.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -696372.562500 Penalty: 2820.555420
	Iteration 7Q: 3 clusters Score -696372.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -696453.187500 Penalty: 2820.555420
	Iteration 8Q: 3 clusters Score -696453.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -696533.000000 Penalty: 2820.555420
	Iteration 9Q: 3 clusters Score -696533 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -696609.125000 Penalty: 2820.555420
	Iteration 10Q: 3 clusters Score -696609.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -696679.812500 Penalty: 2820.555420
	Iteration 11Q: 3 clusters Score -696679.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -696762.687500 Penalty: 2820.555420
	Iteration 12Q: 3 clusters Score -696762.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -696843.687500 Penalty: 2820.555420
	Iteration 13Q: 3 clusters Score -696843.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -696915.375000 Penalty: 2820.555420
	Iteration 14Q: 3 clusters Score -696915.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -696981.000000 Penalty: 2820.555420
	Iteration 15Q: 3 clusters Score -696981 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -697042.750000 Penalty: 2820.555420
	Iteration 16Q: 3 clusters Score -697042.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -697089.562500 Penalty: 2820.555420
	Iteration 17Q: 3 clusters Score -697089.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -697128.250000 Penalty: 2820.555420
	Iteration 18Q: 3 clusters Score -697128.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -697162.062500 Penalty: 2820.555420
	Iteration 19Q: 3 clusters Score -697162.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -697198.000000 Penalty: 2820.555420
	Iteration 20F: 3 clusters Score -697198 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -697239.375000 Penalty: 2820.555420
	Iteration 21Q: 3 clusters Score -697239.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -697276.000000 Penalty: 2820.555420
	Iteration 22Q: 3 clusters Score -697276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -697306.312500 Penalty: 2820.555420
	Iteration 23Q: 3 clusters Score -697306.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -697334.250000 Penalty: 2820.555420
	Iteration 24Q: 3 clusters Score -697334.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -697360.687500 Penalty: 2820.555420
	Iteration 25Q: 3 clusters Score -697360.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -697380.437500 Penalty: 2820.555420
	Iteration 26Q: 3 clusters Score -697380.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -697398.250000 Penalty: 2820.555420
	Iteration 27Q: 3 clusters Score -697398.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -697414.125000 Penalty: 2820.555420
	Iteration 28Q: 3 clusters Score -697414.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -697427.625000 Penalty: 2820.555420
	Iteration 29Q: 3 clusters Score -697427.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -697444.125000 Penalty: 2820.555420
	Iteration 30Q: 3 clusters Score -697444.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -697459.187500 Penalty: 2820.555420
	Iteration 31Q: 3 clusters Score -697459.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -697470.000000 Penalty: 2820.555420
	Iteration 32Q: 3 clusters Score -697470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -697480.562500 Penalty: 2820.555420
	Iteration 33Q: 3 clusters Score -697480.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -697487.312500 Penalty: 2820.555420
	Iteration 34Q: 3 clusters Score -697487.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -697492.500000 Penalty: 2820.555420
	Iteration 35Q: 3 clusters Score -697492.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -697499.875000 Penalty: 2820.555420
	Iteration 36Q: 3 clusters Score -697499.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -697503.562500 Penalty: 2820.555420
	Iteration 37Q: 3 clusters Score -697503.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -697504.750000 Penalty: 2820.555420
	Iteration 38Q: 3 clusters Score -697504.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -697504.937500 Penalty: 2820.555420
	Iteration 39Q: 3 clusters Score -697504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -697505.500000 Penalty: 2820.555420
	Iteration 40F: 3 clusters Score -697505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -697505.062500 Penalty: 2820.555420
	Iteration 41Q: 3 clusters Score -697505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -697504.562500 Penalty: 2820.555420
	Iteration 42Q: 3 clusters Score -697504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -697505.375000 Penalty: 2820.555420
	Iteration 43Q: 3 clusters Score -697505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -697505.375000 Penalty: 2820.555420
	Iteration 44Q: 3 clusters Score -697505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -697507.000000 Penalty: 2820.555420
	Iteration 45Q: 3 clusters Score -697507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -697507.187500 Penalty: 2820.555420
	Iteration 46Q: 3 clusters Score -697507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -697506.125000 Penalty: 2820.555420
	Iteration 47Q: 3 clusters Score -697506.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -697507.875000 Penalty: 2820.555420
	Iteration 48Q: 3 clusters Score -697507.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -697508.562500 Penalty: 2820.555420
	Iteration 49Q: 3 clusters Score -697508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -697510.250000 Penalty: 2820.555420
	Iteration 50Q: 3 clusters Score -697510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -697509.562500 Penalty: 2820.555420
	Iteration 51Q: 3 clusters Score -697509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -697510.062500 Penalty: 2820.555420
	Iteration 52Q: 3 clusters Score -697510.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -697509.812500 Penalty: 2820.555420
	Iteration 53Q: 3 clusters Score -697509.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -697511.750000 Penalty: 2820.555420
	Iteration 54Q: 3 clusters Score -697511.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -697511.312500 Penalty: 2820.555420
	Iteration 55Q: 3 clusters Score -697511.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -697510.562500 Penalty: 2820.555420
	Iteration 56Q: 3 clusters Score -697510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -697510.562500 Penalty: 2820.555420
	Iteration 57F: 3 clusters Score -697510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (82498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82498 members 
Entering Unmasked Estep 
Score: -10367750.000000 Penalty: 1839.585938
	Iteration 0F: 2 clusters Score -1.036775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -10316666.000000 Penalty: 3679.171875
	Iteration 0F: 3 clusters Score -1.031667e+07 nChanged 39031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -10339432.000000 Penalty: 3679.171875
	Iteration 1F: 3 clusters Score -1.033943e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -10340658.000000 Penalty: 3679.171875
	Iteration 2Q: 3 clusters Score -1.034066e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -10342874.000000 Penalty: 3679.171875
	Iteration 3F: 3 clusters Score -1.034287e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -10346871.000000 Penalty: 3679.171875
	Iteration 4F: 3 clusters Score -1.034687e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -10352735.000000 Penalty: 3679.171875
	Iteration 5F: 3 clusters Score -1.035274e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -10358981.000000 Penalty: 3679.171875
	Iteration 6F: 3 clusters Score -1.035898e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -10363249.000000 Penalty: 3679.171875
	Iteration 7F: 3 clusters Score -1.036325e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -10365157.000000 Penalty: 3679.171875
	Iteration 8Q: 3 clusters Score -1.036516e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82097 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10365805.000000 Penalty: 3679.171875
	Iteration 9Q: 3 clusters Score -1.03658e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10365996.000000 Penalty: 3679.171875
	Iteration 10Q: 3 clusters Score -1.0366e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10366059.000000 Penalty: 3679.171875
	Iteration 11Q: 3 clusters Score -1.036606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10366105.000000 Penalty: 3679.171875
	Iteration 12Q: 3 clusters Score -1.03661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10366127.000000 Penalty: 3679.171875
	Iteration 13Q: 3 clusters Score -1.036613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10366134.000000 Penalty: 3679.171875
	Iteration 14Q: 3 clusters Score -1.036613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10366147.000000 Penalty: 3679.171875
	Iteration 15Q: 3 clusters Score -1.036615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10366147.000000 Penalty: 3679.171875
	Iteration 16Q: 3 clusters Score -1.036615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10366148.000000 Penalty: 3679.171875
	Iteration 17Q: 3 clusters Score -1.036615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10366148.000000 Penalty: 3679.171875
	Iteration 18F: 3 clusters Score -1.036615e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Entering Unmasked Estep 
Score: -508614.562500 Penalty: 1353.451782
	Iteration 0F: 2 clusters Score -508614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -505113.343750 Penalty: 2706.903564
	Iteration 0F: 3 clusters Score -505113.3 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -506110.750000 Penalty: 2706.903564
	Iteration 1F: 3 clusters Score -506110.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -506449.875000 Penalty: 2706.903564
	Iteration 2F: 3 clusters Score -506449.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -506779.343750 Penalty: 2706.903564
	Iteration 3F: 3 clusters Score -506779.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -507075.218750 Penalty: 2706.903564
	Iteration 4F: 3 clusters Score -507075.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -507337.062500 Penalty: 2706.903564
	Iteration 5F: 3 clusters Score -507337.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -507559.875000 Penalty: 2706.903564
	Iteration 6F: 3 clusters Score -507559.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -507765.812500 Penalty: 2706.903564
	Iteration 7F: 3 clusters Score -507765.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -507911.781250 Penalty: 2706.903564
	Iteration 8Q: 3 clusters Score -507911.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -507998.593750 Penalty: 2706.903564
	Iteration 9Q: 3 clusters Score -507998.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -508059.250000 Penalty: 2706.903564
	Iteration 10Q: 3 clusters Score -508059.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -508098.312500 Penalty: 2706.903564
	Iteration 11Q: 3 clusters Score -508098.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -508117.031250 Penalty: 2706.903564
	Iteration 12Q: 3 clusters Score -508117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -508129.093750 Penalty: 2706.903564
	Iteration 13Q: 3 clusters Score -508129.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -508133.968750 Penalty: 2706.903564
	Iteration 14Q: 3 clusters Score -508134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -508138.593750 Penalty: 2706.903564
	Iteration 15Q: 3 clusters Score -508138.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -508143.968750 Penalty: 2706.903564
	Iteration 16Q: 3 clusters Score -508144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -508148.062500 Penalty: 2706.903564
	Iteration 17Q: 3 clusters Score -508148.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -508151.156250 Penalty: 2706.903564
	Iteration 18Q: 3 clusters Score -508151.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -508153.343750 Penalty: 2706.903564
	Iteration 19Q: 3 clusters Score -508153.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -508156.718750 Penalty: 2706.903564
	Iteration 20F: 3 clusters Score -508156.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -508157.593750 Penalty: 2706.903564
	Iteration 21Q: 3 clusters Score -508157.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -508159.343750 Penalty: 2706.903564
	Iteration 22Q: 3 clusters Score -508159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -508162.406250 Penalty: 2706.903564
	Iteration 23Q: 3 clusters Score -508162.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -508164.750000 Penalty: 2706.903564
	Iteration 24Q: 3 clusters Score -508164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -508164.656250 Penalty: 2706.903564
	Iteration 25Q: 3 clusters Score -508164.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -508165.500000 Penalty: 2706.903564
	Iteration 26Q: 3 clusters Score -508165.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -508166.343750 Penalty: 2706.903564
	Iteration 27Q: 3 clusters Score -508166.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -508166.718750 Penalty: 2706.903564
	Iteration 28Q: 3 clusters Score -508166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -508166.968750 Penalty: 2706.903564
	Iteration 29Q: 3 clusters Score -508167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -508166.968750 Penalty: 2706.903564
	Iteration 30F: 3 clusters Score -508167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Entering Unmasked Estep 
Score: -2290720.000000 Penalty: 1594.276611
	Iteration 0F: 2 clusters Score -2290720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2278148.000000 Penalty: 3188.553223
	Iteration 0F: 3 clusters Score -2278148 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2282625.750000 Penalty: 3188.553223
	Iteration 1F: 3 clusters Score -2282626 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2283003.750000 Penalty: 3188.553223
	Iteration 2F: 3 clusters Score -2283004 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2283418.750000 Penalty: 3188.553223
	Iteration 3F: 3 clusters Score -2283419 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2283853.000000 Penalty: 3188.553223
	Iteration 4F: 3 clusters Score -2283853 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2284342.500000 Penalty: 3188.553223
	Iteration 5F: 3 clusters Score -2284342 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2284824.250000 Penalty: 3188.553223
	Iteration 6Q: 3 clusters Score -2284824 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2285358.750000 Penalty: 3188.553223
	Iteration 7Q: 3 clusters Score -2285359 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2285908.250000 Penalty: 3188.553223
	Iteration 8Q: 3 clusters Score -2285908 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2286544.750000 Penalty: 3188.553223
	Iteration 9Q: 3 clusters Score -2286545 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2287127.500000 Penalty: 3188.553223
	Iteration 10Q: 3 clusters Score -2287128 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2287546.250000 Penalty: 3188.553223
	Iteration 11Q: 3 clusters Score -2287546 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2287861.250000 Penalty: 3188.553223
	Iteration 12Q: 3 clusters Score -2287861 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2288077.750000 Penalty: 3188.553223
	Iteration 13Q: 3 clusters Score -2288078 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2288238.750000 Penalty: 3188.553223
	Iteration 14Q: 3 clusters Score -2288239 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2288366.250000 Penalty: 3188.553223
	Iteration 15Q: 3 clusters Score -2288366 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2288503.750000 Penalty: 3188.553223
	Iteration 16Q: 3 clusters Score -2288504 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2288632.750000 Penalty: 3188.553223
	Iteration 17Q: 3 clusters Score -2288633 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2288735.250000 Penalty: 3188.553223
	Iteration 18Q: 3 clusters Score -2288735 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2288822.250000 Penalty: 3188.553223
	Iteration 19Q: 3 clusters Score -2288822 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2288903.500000 Penalty: 3188.553223
	Iteration 20F: 3 clusters Score -2288904 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2288974.250000 Penalty: 3188.553223
	Iteration 21Q: 3 clusters Score -2288974 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2289027.250000 Penalty: 3188.553223
	Iteration 22Q: 3 clusters Score -2289027 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2289086.250000 Penalty: 3188.553223
	Iteration 23Q: 3 clusters Score -2289086 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2289132.500000 Penalty: 3188.553223
	Iteration 24Q: 3 clusters Score -2289132 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2289173.250000 Penalty: 3188.553223
	Iteration 25Q: 3 clusters Score -2289173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2289188.750000 Penalty: 3188.553223
	Iteration 26Q: 3 clusters Score -2289189 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2289199.250000 Penalty: 3188.553223
	Iteration 27Q: 3 clusters Score -2289199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2289222.000000 Penalty: 3188.553223
	Iteration 28Q: 3 clusters Score -2289222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2289238.250000 Penalty: 3188.553223
	Iteration 29Q: 3 clusters Score -2289238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2289244.750000 Penalty: 3188.553223
	Iteration 30Q: 3 clusters Score -2289245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2289270.750000 Penalty: 3188.553223
	Iteration 31Q: 3 clusters Score -2289271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2289284.750000 Penalty: 3188.553223
	Iteration 32Q: 3 clusters Score -2289285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2289295.750000 Penalty: 3188.553223
	Iteration 33Q: 3 clusters Score -2289296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2289305.500000 Penalty: 3188.553223
	Iteration 34Q: 3 clusters Score -2289306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2289317.500000 Penalty: 3188.553223
	Iteration 35Q: 3 clusters Score -2289318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2289326.000000 Penalty: 3188.553223
	Iteration 36Q: 3 clusters Score -2289326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2289331.500000 Penalty: 3188.553223
	Iteration 37Q: 3 clusters Score -2289332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2289335.750000 Penalty: 3188.553223
	Iteration 38Q: 3 clusters Score -2289336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2289344.500000 Penalty: 3188.553223
	Iteration 39Q: 3 clusters Score -2289344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2289352.500000 Penalty: 3188.553223
	Iteration 40F: 3 clusters Score -2289352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2289360.250000 Penalty: 3188.553223
	Iteration 41Q: 3 clusters Score -2289360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2289366.000000 Penalty: 3188.553223
	Iteration 42Q: 3 clusters Score -2289366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2289372.000000 Penalty: 3188.553223
	Iteration 43Q: 3 clusters Score -2289372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2289378.250000 Penalty: 3188.553223
	Iteration 44Q: 3 clusters Score -2289378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2289384.500000 Penalty: 3188.553223
	Iteration 45Q: 3 clusters Score -2289384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2289390.750000 Penalty: 3188.553223
	Iteration 46Q: 3 clusters Score -2289391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2289391.250000 Penalty: 3188.553223
	Iteration 47Q: 3 clusters Score -2289391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2289391.250000 Penalty: 3188.553223
	Iteration 48Q: 3 clusters Score -2289391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2289396.000000 Penalty: 3188.553223
	Iteration 49Q: 3 clusters Score -2289396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2289395.500000 Penalty: 3188.553223
	Iteration 50Q: 3 clusters Score -2289396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2289393.250000 Penalty: 3188.553223
	Iteration 51Q: 3 clusters Score -2289393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2289392.750000 Penalty: 3188.553223
	Iteration 52Q: 3 clusters Score -2289393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2289393.000000 Penalty: 3188.553223
	Iteration 53Q: 3 clusters Score -2289393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2289394.750000 Penalty: 3188.553223
	Iteration 54Q: 3 clusters Score -2289395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2289397.000000 Penalty: 3188.553223
	Iteration 55Q: 3 clusters Score -2289397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2289397.000000 Penalty: 3188.553223
	Iteration 56F: 3 clusters Score -2289397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Entering Unmasked Estep 
Score: -805004.250000 Penalty: 1435.532349
	Iteration 0F: 2 clusters Score -805004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -799844.937500 Penalty: 2871.064697
	Iteration 0F: 3 clusters Score -799844.9 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -801436.062500 Penalty: 2871.064697
	Iteration 1F: 3 clusters Score -801436.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -801830.250000 Penalty: 2871.064697
	Iteration 2F: 3 clusters Score -801830.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -802228.000000 Penalty: 2871.064697
	Iteration 3F: 3 clusters Score -802228 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -802570.187500 Penalty: 2871.064697
	Iteration 4F: 3 clusters Score -802570.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -802882.812500 Penalty: 2871.064697
	Iteration 5F: 3 clusters Score -802882.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -803133.312500 Penalty: 2871.064697
	Iteration 6F: 3 clusters Score -803133.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -803330.000000 Penalty: 2871.064697
	Iteration 7Q: 3 clusters Score -803330 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -803503.125000 Penalty: 2871.064697
	Iteration 8Q: 3 clusters Score -803503.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -803645.250000 Penalty: 2871.064697
	Iteration 9Q: 3 clusters Score -803645.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -803765.437500 Penalty: 2871.064697
	Iteration 10Q: 3 clusters Score -803765.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -803893.250000 Penalty: 2871.064697
	Iteration 11Q: 3 clusters Score -803893.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -804052.375000 Penalty: 2871.064697
	Iteration 12Q: 3 clusters Score -804052.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -804210.312500 Penalty: 2871.064697
	Iteration 13Q: 3 clusters Score -804210.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -804370.500000 Penalty: 2871.064697
	Iteration 14Q: 3 clusters Score -804370.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -804555.250000 Penalty: 2871.064697
	Iteration 15Q: 3 clusters Score -804555.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -804746.687500 Penalty: 2871.064697
	Iteration 16Q: 3 clusters Score -804746.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -804888.000000 Penalty: 2871.064697
	Iteration 17Q: 3 clusters Score -804888 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -804972.500000 Penalty: 2871.064697
	Iteration 18Q: 3 clusters Score -804972.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -805060.062500 Penalty: 2871.064697
	Iteration 19Q: 3 clusters Score -805060.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -805130.500000 Penalty: 2871.064697
	Iteration 20F: 3 clusters Score -805130.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -805176.687500 Penalty: 2871.064697
	Iteration 21Q: 3 clusters Score -805176.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -805204.875000 Penalty: 2871.064697
	Iteration 22Q: 3 clusters Score -805204.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -805231.250000 Penalty: 2871.064697
	Iteration 23Q: 3 clusters Score -805231.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -805266.062500 Penalty: 2871.064697
	Iteration 24Q: 3 clusters Score -805266.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -805303.062500 Penalty: 2871.064697
	Iteration 25Q: 3 clusters Score -805303.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -805360.187500 Penalty: 2871.064697
	Iteration 26Q: 3 clusters Score -805360.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -805432.437500 Penalty: 2871.064697
	Iteration 27Q: 3 clusters Score -805432.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -805537.750000 Penalty: 2871.064697
	Iteration 28Q: 3 clusters Score -805537.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -805660.562500 Penalty: 2871.064697
	Iteration 29Q: 3 clusters Score -805660.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -805759.000000 Penalty: 2871.064697
	Iteration 30Q: 3 clusters Score -805759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -805785.375000 Penalty: 2871.064697
	Iteration 31Q: 3 clusters Score -805785.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -805795.187500 Penalty: 2871.064697
	Iteration 32Q: 3 clusters Score -805795.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -805801.375000 Penalty: 2871.064697
	Iteration 33Q: 3 clusters Score -805801.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -805804.937500 Penalty: 2871.064697
	Iteration 34Q: 3 clusters Score -805804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -805804.500000 Penalty: 2871.064697
	Iteration 35Q: 3 clusters Score -805804.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -805805.437500 Penalty: 2871.064697
	Iteration 36Q: 3 clusters Score -805805.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -805805.437500 Penalty: 2871.064697
	Iteration 37F: 3 clusters Score -805805.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 29586 members 
Mstep: Class 3 contains 14078 members 
Mstep: Class 4 contains 86974 members 
Mstep: Class 5 contains 5876 members 
Mstep: Class 6 contains 82498 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 18232 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 8975 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 6885 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 16 contains 92053 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 19 contains 6019 members 
Mstep: Class 20 contains 23488 members 
Mstep: Class 21 contains 11877 members 
Mstep: Class 22 contains 3189 members 
Entering Unmasked Estep 
Score: -62579096.000000 Penalty: 42742.238281
Splitting cluster 10 changes total score from -62571224.000000 to -62579096.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 11 (8975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Entering Unmasked Estep 
Score: -1108522.000000 Penalty: 1479.107300
	Iteration 0F: 2 clusters Score -1108522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1102034.125000 Penalty: 2958.214600
	Iteration 0F: 3 clusters Score -1102034 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1104121.625000 Penalty: 2958.214600
	Iteration 1F: 3 clusters Score -1104122 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1104599.250000 Penalty: 2958.214600
	Iteration 2F: 3 clusters Score -1104599 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1105239.125000 Penalty: 2958.214600
	Iteration 3F: 3 clusters Score -1105239 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1106072.875000 Penalty: 2958.214600
	Iteration 4F: 3 clusters Score -1106073 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1106989.875000 Penalty: 2958.214600
	Iteration 5F: 3 clusters Score -1106990 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1107748.625000 Penalty: 2958.214600
	Iteration 6F: 3 clusters Score -1107749 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1108209.875000 Penalty: 2958.214600
	Iteration 7F: 3 clusters Score -1108210 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1108469.000000 Penalty: 2958.214600
	Iteration 8Q: 3 clusters Score -1108469 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1108580.250000 Penalty: 2958.214600
	Iteration 9Q: 3 clusters Score -1108580 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1108632.375000 Penalty: 2958.214600
	Iteration 10Q: 3 clusters Score -1108632 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1108661.625000 Penalty: 2958.214600
	Iteration 11Q: 3 clusters Score -1108662 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1108681.125000 Penalty: 2958.214600
	Iteration 12Q: 3 clusters Score -1108681 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1108692.375000 Penalty: 2958.214600
	Iteration 13Q: 3 clusters Score -1108692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1108709.000000 Penalty: 2958.214600
	Iteration 14Q: 3 clusters Score -1108709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1108716.625000 Penalty: 2958.214600
	Iteration 15Q: 3 clusters Score -1108717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1108720.500000 Penalty: 2958.214600
	Iteration 16Q: 3 clusters Score -1108720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1108726.125000 Penalty: 2958.214600
	Iteration 17Q: 3 clusters Score -1108726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1108736.250000 Penalty: 2958.214600
	Iteration 18Q: 3 clusters Score -1108736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1108745.375000 Penalty: 2958.214600
	Iteration 19Q: 3 clusters Score -1108745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1108755.750000 Penalty: 2958.214600
	Iteration 20F: 3 clusters Score -1108756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1108776.875000 Penalty: 2958.214600
	Iteration 21Q: 3 clusters Score -1108777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1108797.500000 Penalty: 2958.214600
	Iteration 22Q: 3 clusters Score -1108798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1108821.875000 Penalty: 2958.214600
	Iteration 23Q: 3 clusters Score -1108822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1108843.500000 Penalty: 2958.214600
	Iteration 24Q: 3 clusters Score -1108844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1108874.375000 Penalty: 2958.214600
	Iteration 25Q: 3 clusters Score -1108874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1108905.125000 Penalty: 2958.214600
	Iteration 26Q: 3 clusters Score -1108905 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1108948.625000 Penalty: 2958.214600
	Iteration 27Q: 3 clusters Score -1108949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1108989.375000 Penalty: 2958.214600
	Iteration 28Q: 3 clusters Score -1108989 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1109023.375000 Penalty: 2958.214600
	Iteration 29Q: 3 clusters Score -1109023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1109043.125000 Penalty: 2958.214600
	Iteration 30Q: 3 clusters Score -1109043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1109060.500000 Penalty: 2958.214600
	Iteration 31Q: 3 clusters Score -1109060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1109068.375000 Penalty: 2958.214600
	Iteration 32Q: 3 clusters Score -1109068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1109073.750000 Penalty: 2958.214600
	Iteration 33Q: 3 clusters Score -1109074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1109078.250000 Penalty: 2958.214600
	Iteration 34Q: 3 clusters Score -1109078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1109082.000000 Penalty: 2958.214600
	Iteration 35Q: 3 clusters Score -1109082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1109087.875000 Penalty: 2958.214600
	Iteration 36Q: 3 clusters Score -1109088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1109084.625000 Penalty: 2958.214600
	Iteration 37Q: 3 clusters Score -1109085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1109086.125000 Penalty: 2958.214600
	Iteration 38Q: 3 clusters Score -1109086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1109087.625000 Penalty: 2958.214600
	Iteration 39Q: 3 clusters Score -1109088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1109086.250000 Penalty: 2958.214600
	Iteration 40F: 3 clusters Score -1109086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1109086.375000 Penalty: 2958.214600
	Iteration 41Q: 3 clusters Score -1109086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1109089.125000 Penalty: 2958.214600
	Iteration 42Q: 3 clusters Score -1109089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1109090.375000 Penalty: 2958.214600
	Iteration 43Q: 3 clusters Score -1109090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1109094.625000 Penalty: 2958.214600
	Iteration 44Q: 3 clusters Score -1109095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1109094.625000 Penalty: 2958.214600
	Iteration 45Q: 3 clusters Score -1109095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1109099.750000 Penalty: 2958.214600
	Iteration 46Q: 3 clusters Score -1109100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1109100.875000 Penalty: 2958.214600
	Iteration 47Q: 3 clusters Score -1109101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1109101.000000 Penalty: 2958.214600
	Iteration 48Q: 3 clusters Score -1109101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1109101.625000 Penalty: 2958.214600
	Iteration 49Q: 3 clusters Score -1109102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1109102.000000 Penalty: 2958.214600
	Iteration 50Q: 3 clusters Score -1109102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1109102.000000 Penalty: 2958.214600
	Iteration 51F: 3 clusters Score -1109102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 29586 members 
Mstep: Class 3 contains 14078 members 
Mstep: Class 4 contains 86974 members 
Mstep: Class 5 contains 5876 members 
Mstep: Class 6 contains 82498 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 18232 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 6885 members 
Mstep: Class 14 contains 7253 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 16 contains 92053 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 19 contains 6019 members 
Mstep: Class 20 contains 23488 members 
Mstep: Class 21 contains 11877 members 
Mstep: Class 22 contains 3189 members 
Entering Unmasked Estep 
Score: -62578956.000000 Penalty: 44879.351562
Splitting cluster 11 changes total score from -62571224.000000 to -62578956.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 12 (4877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Entering Unmasked Estep 
Score: -584603.000000 Penalty: 1379.996460
	Iteration 0F: 2 clusters Score -584603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -580722.875000 Penalty: 2759.992920
	Iteration 0F: 3 clusters Score -580722.9 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -581807.687500 Penalty: 2759.992920
	Iteration 1F: 3 clusters Score -581807.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -581983.500000 Penalty: 2759.992920
	Iteration 2F: 3 clusters Score -581983.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -582109.937500 Penalty: 2759.992920
	Iteration 3Q: 3 clusters Score -582109.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -582200.187500 Penalty: 2759.992920
	Iteration 4Q: 3 clusters Score -582200.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -582281.000000 Penalty: 2759.992920
	Iteration 5Q: 3 clusters Score -582281 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -582379.500000 Penalty: 2759.992920
	Iteration 6Q: 3 clusters Score -582379.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -582532.062500 Penalty: 2759.992920
	Iteration 7Q: 3 clusters Score -582532.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -582702.125000 Penalty: 2759.992920
	Iteration 8Q: 3 clusters Score -582702.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -582869.125000 Penalty: 2759.992920
	Iteration 9Q: 3 clusters Score -582869.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -583017.812500 Penalty: 2759.992920
	Iteration 10Q: 3 clusters Score -583017.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -583165.875000 Penalty: 2759.992920
	Iteration 11Q: 3 clusters Score -583165.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -583326.312500 Penalty: 2759.992920
	Iteration 12Q: 3 clusters Score -583326.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -583484.562500 Penalty: 2759.992920
	Iteration 13Q: 3 clusters Score -583484.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -583632.250000 Penalty: 2759.992920
	Iteration 14Q: 3 clusters Score -583632.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -583762.562500 Penalty: 2759.992920
	Iteration 15Q: 3 clusters Score -583762.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -583866.562500 Penalty: 2759.992920
	Iteration 16Q: 3 clusters Score -583866.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -583939.812500 Penalty: 2759.992920
	Iteration 17Q: 3 clusters Score -583939.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -584029.312500 Penalty: 2759.992920
	Iteration 18Q: 3 clusters Score -584029.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -584097.562500 Penalty: 2759.992920
	Iteration 19Q: 3 clusters Score -584097.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -584147.812500 Penalty: 2759.992920
	Iteration 20F: 3 clusters Score -584147.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -584224.250000 Penalty: 2759.992920
	Iteration 21Q: 3 clusters Score -584224.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -584276.375000 Penalty: 2759.992920
	Iteration 22Q: 3 clusters Score -584276.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -584304.937500 Penalty: 2759.992920
	Iteration 23Q: 3 clusters Score -584304.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -584323.375000 Penalty: 2759.992920
	Iteration 24Q: 3 clusters Score -584323.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -584338.250000 Penalty: 2759.992920
	Iteration 25Q: 3 clusters Score -584338.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -584355.125000 Penalty: 2759.992920
	Iteration 26Q: 3 clusters Score -584355.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -584365.562500 Penalty: 2759.992920
	Iteration 27Q: 3 clusters Score -584365.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -584376.750000 Penalty: 2759.992920
	Iteration 28Q: 3 clusters Score -584376.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -584390.562500 Penalty: 2759.992920
	Iteration 29Q: 3 clusters Score -584390.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -584414.187500 Penalty: 2759.992920
	Iteration 30Q: 3 clusters Score -584414.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -584448.000000 Penalty: 2759.992920
	Iteration 31Q: 3 clusters Score -584448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -584466.125000 Penalty: 2759.992920
	Iteration 32Q: 3 clusters Score -584466.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -584470.625000 Penalty: 2759.992920
	Iteration 33Q: 3 clusters Score -584470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -584474.437500 Penalty: 2759.992920
	Iteration 34Q: 3 clusters Score -584474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -584477.812500 Penalty: 2759.992920
	Iteration 35Q: 3 clusters Score -584477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -584478.250000 Penalty: 2759.992920
	Iteration 36Q: 3 clusters Score -584478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -584480.562500 Penalty: 2759.992920
	Iteration 37Q: 3 clusters Score -584480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -584479.562500 Penalty: 2759.992920
	Iteration 38Q: 3 clusters Score -584479.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -584481.937500 Penalty: 2759.992920
	Iteration 39Q: 3 clusters Score -584481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -584482.125000 Penalty: 2759.992920
	Iteration 40F: 3 clusters Score -584482.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Entering Unmasked Estep 
Score: -857755.250000 Penalty: 1436.028809
	Iteration 0F: 2 clusters Score -857755.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -852551.750000 Penalty: 2872.057617
	Iteration 0F: 3 clusters Score -852551.8 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -854066.187500 Penalty: 2872.057617
	Iteration 1F: 3 clusters Score -854066.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -854266.625000 Penalty: 2872.057617
	Iteration 2F: 3 clusters Score -854266.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -854379.687500 Penalty: 2872.057617
	Iteration 3Q: 3 clusters Score -854379.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -854470.937500 Penalty: 2872.057617
	Iteration 4Q: 3 clusters Score -854470.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -854554.062500 Penalty: 2872.057617
	Iteration 5Q: 3 clusters Score -854554.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -854622.687500 Penalty: 2872.057617
	Iteration 6Q: 3 clusters Score -854622.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -854678.937500 Penalty: 2872.057617
	Iteration 7Q: 3 clusters Score -854678.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -854728.625000 Penalty: 2872.057617
	Iteration 8Q: 3 clusters Score -854728.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -854783.187500 Penalty: 2872.057617
	Iteration 9Q: 3 clusters Score -854783.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -854845.125000 Penalty: 2872.057617
	Iteration 10Q: 3 clusters Score -854845.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -854921.625000 Penalty: 2872.057617
	Iteration 11Q: 3 clusters Score -854921.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -855030.500000 Penalty: 2872.057617
	Iteration 12Q: 3 clusters Score -855030.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -855179.562500 Penalty: 2872.057617
	Iteration 13Q: 3 clusters Score -855179.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -855396.937500 Penalty: 2872.057617
	Iteration 14Q: 3 clusters Score -855396.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -855621.312500 Penalty: 2872.057617
	Iteration 15Q: 3 clusters Score -855621.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -855810.125000 Penalty: 2872.057617
	Iteration 16Q: 3 clusters Score -855810.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -855971.875000 Penalty: 2872.057617
	Iteration 17Q: 3 clusters Score -855971.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -856094.187500 Penalty: 2872.057617
	Iteration 18Q: 3 clusters Score -856094.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -856207.937500 Penalty: 2872.057617
	Iteration 19Q: 3 clusters Score -856207.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -856296.000000 Penalty: 2872.057617
	Iteration 20F: 3 clusters Score -856296 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -856362.687500 Penalty: 2872.057617
	Iteration 21Q: 3 clusters Score -856362.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -856417.937500 Penalty: 2872.057617
	Iteration 22Q: 3 clusters Score -856417.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -856464.250000 Penalty: 2872.057617
	Iteration 23Q: 3 clusters Score -856464.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -856495.562500 Penalty: 2872.057617
	Iteration 24Q: 3 clusters Score -856495.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -856514.062500 Penalty: 2872.057617
	Iteration 25Q: 3 clusters Score -856514.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -856523.625000 Penalty: 2872.057617
	Iteration 26Q: 3 clusters Score -856523.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -856533.187500 Penalty: 2872.057617
	Iteration 27Q: 3 clusters Score -856533.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -856539.375000 Penalty: 2872.057617
	Iteration 28Q: 3 clusters Score -856539.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -856542.625000 Penalty: 2872.057617
	Iteration 29Q: 3 clusters Score -856542.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -856544.000000 Penalty: 2872.057617
	Iteration 30Q: 3 clusters Score -856544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -856544.625000 Penalty: 2872.057617
	Iteration 31Q: 3 clusters Score -856544.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -856545.500000 Penalty: 2872.057617
	Iteration 32Q: 3 clusters Score -856545.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -856546.125000 Penalty: 2872.057617
	Iteration 33Q: 3 clusters Score -856546.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -856548.312500 Penalty: 2872.057617
	Iteration 34Q: 3 clusters Score -856548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -856549.000000 Penalty: 2872.057617
	Iteration 35Q: 3 clusters Score -856549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -856551.375000 Penalty: 2872.057617
	Iteration 36Q: 3 clusters Score -856551.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -856551.750000 Penalty: 2872.057617
	Iteration 37Q: 3 clusters Score -856551.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -856554.562500 Penalty: 2872.057617
	Iteration 38Q: 3 clusters Score -856554.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -856554.750000 Penalty: 2872.057617
	Iteration 39Q: 3 clusters Score -856554.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -856558.250000 Penalty: 2872.057617
	Iteration 40F: 3 clusters Score -856558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -856559.187500 Penalty: 2872.057617
	Iteration 41Q: 3 clusters Score -856559.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -856563.437500 Penalty: 2872.057617
	Iteration 42Q: 3 clusters Score -856563.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -856566.562500 Penalty: 2872.057617
	Iteration 43Q: 3 clusters Score -856566.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -856567.312500 Penalty: 2872.057617
	Iteration 44Q: 3 clusters Score -856567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -856566.625000 Penalty: 2872.057617
	Iteration 45Q: 3 clusters Score -856566.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -856570.187500 Penalty: 2872.057617
	Iteration 46Q: 3 clusters Score -856570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -856570.250000 Penalty: 2872.057617
	Iteration 47Q: 3 clusters Score -856570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -856571.937500 Penalty: 2872.057617
	Iteration 48Q: 3 clusters Score -856571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -856572.625000 Penalty: 2872.057617
	Iteration 49Q: 3 clusters Score -856572.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -856571.937500 Penalty: 2872.057617
	Iteration 50Q: 3 clusters Score -856571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -856571.875000 Penalty: 2872.057617
	Iteration 51Q: 3 clusters Score -856571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -856572.750000 Penalty: 2872.057617
	Iteration 52Q: 3 clusters Score -856572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -856572.937500 Penalty: 2872.057617
	Iteration 53Q: 3 clusters Score -856572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -856573.562500 Penalty: 2872.057617
	Iteration 54Q: 3 clusters Score -856573.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -856573.562500 Penalty: 2872.057617
	Iteration 55F: 3 clusters Score -856573.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Entering Unmasked Estep 
Score: -3589997.750000 Penalty: 1669.471558
	Iteration 0F: 2 clusters Score -3589998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3570558.250000 Penalty: 3338.943115
	Iteration 0F: 3 clusters Score -3570558 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3578072.500000 Penalty: 3338.943115
	Iteration 1F: 3 clusters Score -3578072 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3578724.500000 Penalty: 3338.943115
	Iteration 2Q: 3 clusters Score -3578724 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3579582.000000 Penalty: 3338.943115
	Iteration 3F: 3 clusters Score -3579582 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3580637.500000 Penalty: 3338.943115
	Iteration 4F: 3 clusters Score -3580638 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3581788.000000 Penalty: 3338.943115
	Iteration 5F: 3 clusters Score -3581788 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3582851.500000 Penalty: 3338.943115
	Iteration 6F: 3 clusters Score -3582852 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3583841.000000 Penalty: 3338.943115
	Iteration 7F: 3 clusters Score -3583841 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3584774.750000 Penalty: 3338.943115
	Iteration 8F: 3 clusters Score -3584775 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3585608.250000 Penalty: 3338.943115
	Iteration 9Q: 3 clusters Score -3585608 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3586261.750000 Penalty: 3338.943115
	Iteration 10Q: 3 clusters Score -3586262 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3586601.500000 Penalty: 3338.943115
	Iteration 11Q: 3 clusters Score -3586602 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3586787.000000 Penalty: 3338.943115
	Iteration 12Q: 3 clusters Score -3586787 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3586883.750000 Penalty: 3338.943115
	Iteration 13Q: 3 clusters Score -3586884 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3586943.000000 Penalty: 3338.943115
	Iteration 14Q: 3 clusters Score -3586943 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3587020.000000 Penalty: 3338.943115
	Iteration 15Q: 3 clusters Score -3587020 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3587084.750000 Penalty: 3338.943115
	Iteration 16Q: 3 clusters Score -3587085 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3587152.000000 Penalty: 3338.943115
	Iteration 17Q: 3 clusters Score -3587152 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3587203.000000 Penalty: 3338.943115
	Iteration 18Q: 3 clusters Score -3587203 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3587263.000000 Penalty: 3338.943115
	Iteration 19Q: 3 clusters Score -3587263 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3587353.250000 Penalty: 3338.943115
	Iteration 20F: 3 clusters Score -3587353 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3587429.500000 Penalty: 3338.943115
	Iteration 21Q: 3 clusters Score -3587430 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3587492.750000 Penalty: 3338.943115
	Iteration 22Q: 3 clusters Score -3587493 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3587569.250000 Penalty: 3338.943115
	Iteration 23Q: 3 clusters Score -3587569 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3587623.750000 Penalty: 3338.943115
	Iteration 24Q: 3 clusters Score -3587624 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3587671.000000 Penalty: 3338.943115
	Iteration 25Q: 3 clusters Score -3587671 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3587726.000000 Penalty: 3338.943115
	Iteration 26Q: 3 clusters Score -3587726 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3587781.500000 Penalty: 3338.943115
	Iteration 27Q: 3 clusters Score -3587782 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3587846.750000 Penalty: 3338.943115
	Iteration 28Q: 3 clusters Score -3587847 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3587922.250000 Penalty: 3338.943115
	Iteration 29Q: 3 clusters Score -3587922 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3588006.500000 Penalty: 3338.943115
	Iteration 30Q: 3 clusters Score -3588006 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -3588092.000000 Penalty: 3338.943115
	Iteration 31Q: 3 clusters Score -3588092 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3588151.500000 Penalty: 3338.943115
	Iteration 32Q: 3 clusters Score -3588152 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3588249.750000 Penalty: 3338.943115
	Iteration 33Q: 3 clusters Score -3588250 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3588327.500000 Penalty: 3338.943115
	Iteration 34Q: 3 clusters Score -3588328 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3588392.500000 Penalty: 3338.943115
	Iteration 35Q: 3 clusters Score -3588392 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3588466.250000 Penalty: 3338.943115
	Iteration 36Q: 3 clusters Score -3588466 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -3588551.000000 Penalty: 3338.943115
	Iteration 37Q: 3 clusters Score -3588551 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -3588605.000000 Penalty: 3338.943115
	Iteration 38Q: 3 clusters Score -3588605 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3588657.000000 Penalty: 3338.943115
	Iteration 39Q: 3 clusters Score -3588657 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3588705.000000 Penalty: 3338.943115
	Iteration 40F: 3 clusters Score -3588705 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3588743.250000 Penalty: 3338.943115
	Iteration 41Q: 3 clusters Score -3588743 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3588767.750000 Penalty: 3338.943115
	Iteration 42Q: 3 clusters Score -3588768 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3588805.500000 Penalty: 3338.943115
	Iteration 43Q: 3 clusters Score -3588806 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -3588806.250000 Penalty: 3338.943115
	Iteration 44Q: 3 clusters Score -3588806 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3588815.250000 Penalty: 3338.943115
	Iteration 45Q: 3 clusters Score -3588815 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3588831.750000 Penalty: 3338.943115
	Iteration 46Q: 3 clusters Score -3588832 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3588842.250000 Penalty: 3338.943115
	Iteration 47Q: 3 clusters Score -3588842 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3588857.250000 Penalty: 3338.943115
	Iteration 48Q: 3 clusters Score -3588857 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3588875.000000 Penalty: 3338.943115
	Iteration 49Q: 3 clusters Score -3588875 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3588881.750000 Penalty: 3338.943115
	Iteration 50Q: 3 clusters Score -3588882 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -3588885.750000 Penalty: 3338.943115
	Iteration 51Q: 3 clusters Score -3588886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3588898.250000 Penalty: 3338.943115
	Iteration 52Q: 3 clusters Score -3588898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -3588901.000000 Penalty: 3338.943115
	Iteration 53Q: 3 clusters Score -3588901 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3588903.250000 Penalty: 3338.943115
	Iteration 54Q: 3 clusters Score -3588903 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3588908.500000 Penalty: 3338.943115
	Iteration 55Q: 3 clusters Score -3588908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3588911.500000 Penalty: 3338.943115
	Iteration 56Q: 3 clusters Score -3588912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3588916.250000 Penalty: 3338.943115
	Iteration 57Q: 3 clusters Score -3588916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3588917.500000 Penalty: 3338.943115
	Iteration 58Q: 3 clusters Score -3588918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3588929.500000 Penalty: 3338.943115
	Iteration 59Q: 3 clusters Score -3588930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3588934.000000 Penalty: 3338.943115
	Iteration 60F: 3 clusters Score -3588934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -3588932.750000 Penalty: 3338.943115
	Iteration 61Q: 3 clusters Score -3588933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3588931.500000 Penalty: 3338.943115
	Iteration 62Q: 3 clusters Score -3588932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3588938.250000 Penalty: 3338.943115
	Iteration 63Q: 3 clusters Score -3588938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -3588941.250000 Penalty: 3338.943115
	Iteration 64Q: 3 clusters Score -3588941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -3588940.750000 Penalty: 3338.943115
	Iteration 65Q: 3 clusters Score -3588941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3588943.250000 Penalty: 3338.943115
	Iteration 66Q: 3 clusters Score -3588943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3588943.750000 Penalty: 3338.943115
	Iteration 67Q: 3 clusters Score -3588944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3588942.000000 Penalty: 3338.943115
	Iteration 68Q: 3 clusters Score -3588942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -3588942.000000 Penalty: 3338.943115
	Iteration 69Q: 3 clusters Score -3588942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3588942.000000 Penalty: 3338.943115
	Iteration 70Q: 3 clusters Score -3588942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -3588943.750000 Penalty: 3338.943115
	Iteration 71Q: 3 clusters Score -3588944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -3588943.000000 Penalty: 3338.943115
	Iteration 72Q: 3 clusters Score -3588943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3588945.750000 Penalty: 3338.943115
	Iteration 73Q: 3 clusters Score -3588946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3588947.500000 Penalty: 3338.943115
	Iteration 74Q: 3 clusters Score -3588948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3588952.500000 Penalty: 3338.943115
	Iteration 75Q: 3 clusters Score -3588952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -3588954.500000 Penalty: 3338.943115
	Iteration 76Q: 3 clusters Score -3588954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3588952.250000 Penalty: 3338.943115
	Iteration 77Q: 3 clusters Score -3588952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3588955.750000 Penalty: 3338.943115
	Iteration 78Q: 3 clusters Score -3588956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -3588952.000000 Penalty: 3338.943115
	Iteration 79Q: 3 clusters Score -3588952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3588949.000000 Penalty: 3338.943115
	Iteration 80F: 3 clusters Score -3588949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -3588949.250000 Penalty: 3338.943115
	Iteration 81Q: 3 clusters Score -3588949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3588953.750000 Penalty: 3338.943115
	Iteration 82Q: 3 clusters Score -3588954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3588950.000000 Penalty: 3338.943115
	Iteration 83Q: 3 clusters Score -3588950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3588949.750000 Penalty: 3338.943115
	Iteration 84Q: 3 clusters Score -3588950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3588953.000000 Penalty: 3338.943115
	Iteration 85Q: 3 clusters Score -3588953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3588950.000000 Penalty: 3338.943115
	Iteration 86Q: 3 clusters Score -3588950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3588950.000000 Penalty: 3338.943115
	Iteration 87F: 3 clusters Score -3588950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (92053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92053 members 
Entering Unmasked Estep 
Score: -11445249.000000 Penalty: 1857.394409
	Iteration 0F: 2 clusters Score -1.144525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -11391238.000000 Penalty: 3714.788818
	Iteration 0F: 3 clusters Score -1.139124e+07 nChanged 43888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -11416413.000000 Penalty: 3714.788818
	Iteration 1F: 3 clusters Score -1.141641e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -11417114.000000 Penalty: 3714.788818
	Iteration 2Q: 3 clusters Score -1.141711e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -11417961.000000 Penalty: 3714.788818
	Iteration 3Q: 3 clusters Score -1.141796e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -11419099.000000 Penalty: 3714.788818
	Iteration 4Q: 3 clusters Score -1.14191e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -11420692.000000 Penalty: 3714.788818
	Iteration 5Q: 3 clusters Score -1.142069e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -11422928.000000 Penalty: 3714.788818
	Iteration 6Q: 3 clusters Score -1.142293e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -11426060.000000 Penalty: 3714.788818
	Iteration 7F: 3 clusters Score -1.142606e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -11429777.000000 Penalty: 3714.788818
	Iteration 8F: 3 clusters Score -1.142978e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -11433229.000000 Penalty: 3714.788818
	Iteration 9F: 3 clusters Score -1.143323e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 76322 members 
Entering Unmasked Estep 
Score: -11435889.000000 Penalty: 3714.788818
	Iteration 10F: 3 clusters Score -1.143589e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -11437818.000000 Penalty: 3714.788818
	Iteration 11Q: 3 clusters Score -1.143782e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -11439332.000000 Penalty: 3714.788818
	Iteration 12Q: 3 clusters Score -1.143933e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 84040 members 
Entering Unmasked Estep 
Score: -11440431.000000 Penalty: 3714.788818
	Iteration 13Q: 3 clusters Score -1.144043e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 85465 members 
Entering Unmasked Estep 
Score: -11441259.000000 Penalty: 3714.788818
	Iteration 14Q: 3 clusters Score -1.144126e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -11441793.000000 Penalty: 3714.788818
	Iteration 15Q: 3 clusters Score -1.144179e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -11442291.000000 Penalty: 3714.788818
	Iteration 16Q: 3 clusters Score -1.144229e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -11442692.000000 Penalty: 3714.788818
	Iteration 17Q: 3 clusters Score -1.144269e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 88772 members 
Entering Unmasked Estep 
Score: -11443000.000000 Penalty: 3714.788818
	Iteration 18Q: 3 clusters Score -1.1443e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -11443188.000000 Penalty: 3714.788818
	Iteration 19Q: 3 clusters Score -1.144319e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -11443388.000000 Penalty: 3714.788818
	Iteration 20F: 3 clusters Score -1.144339e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -11443565.000000 Penalty: 3714.788818
	Iteration 21Q: 3 clusters Score -1.144356e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 90050 members 
Entering Unmasked Estep 
Score: -11443692.000000 Penalty: 3714.788818
	Iteration 22Q: 3 clusters Score -1.144369e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -11443771.000000 Penalty: 3714.788818
	Iteration 23Q: 3 clusters Score -1.144377e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 90322 members 
Entering Unmasked Estep 
Score: -11443817.000000 Penalty: 3714.788818
	Iteration 24Q: 3 clusters Score -1.144382e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -11443880.000000 Penalty: 3714.788818
	Iteration 25Q: 3 clusters Score -1.144388e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 90502 members 
Entering Unmasked Estep 
Score: -11443922.000000 Penalty: 3714.788818
	Iteration 26Q: 3 clusters Score -1.144392e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 90566 members 
Entering Unmasked Estep 
Score: -11443936.000000 Penalty: 3714.788818
	Iteration 27Q: 3 clusters Score -1.144394e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 90624 members 
Entering Unmasked Estep 
Score: -11443954.000000 Penalty: 3714.788818
	Iteration 28Q: 3 clusters Score -1.144395e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 90673 members 
Entering Unmasked Estep 
Score: -11443967.000000 Penalty: 3714.788818
	Iteration 29Q: 3 clusters Score -1.144397e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 90703 members 
Entering Unmasked Estep 
Score: -11443964.000000 Penalty: 3714.788818
	Iteration 30Q: 3 clusters Score -1.144396e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -11443965.000000 Penalty: 3714.788818
	Iteration 31Q: 3 clusters Score -1.144396e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -11443963.000000 Penalty: 3714.788818
	Iteration 32Q: 3 clusters Score -1.144396e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 90775 members 
Entering Unmasked Estep 
Score: -11443982.000000 Penalty: 3714.788818
	Iteration 33Q: 3 clusters Score -1.144398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -11443988.000000 Penalty: 3714.788818
	Iteration 34Q: 3 clusters Score -1.144399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -11443991.000000 Penalty: 3714.788818
	Iteration 35Q: 3 clusters Score -1.144399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 90807 members 
Entering Unmasked Estep 
Score: -11444003.000000 Penalty: 3714.788818
	Iteration 36Q: 3 clusters Score -1.1444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -11443999.000000 Penalty: 3714.788818
	Iteration 37Q: 3 clusters Score -1.1444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 90821 members 
Entering Unmasked Estep 
Score: -11443990.000000 Penalty: 3714.788818
	Iteration 38Q: 3 clusters Score -1.144399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -11443981.000000 Penalty: 3714.788818
	Iteration 39Q: 3 clusters Score -1.144398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -11443979.000000 Penalty: 3714.788818
	Iteration 40F: 3 clusters Score -1.144398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 90843 members 
Entering Unmasked Estep 
Score: -11443983.000000 Penalty: 3714.788818
	Iteration 41Q: 3 clusters Score -1.144398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 90847 members 
Entering Unmasked Estep 
Score: -11443970.000000 Penalty: 3714.788818
	Iteration 42Q: 3 clusters Score -1.144397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -11443964.000000 Penalty: 3714.788818
	Iteration 43Q: 3 clusters Score -1.144396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -11443964.000000 Penalty: 3714.788818
	Iteration 44F: 3 clusters Score -1.144396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -48094.269531 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -48094.27 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 279 members 
Entering Unmasked Estep 
Score: -47173.789062 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -47173.79 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47534.339844 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -47534.34 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47631.453125 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -47631.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47740.210938 Penalty: 2041.736694
	Iteration 3Q: 3 clusters Score -47740.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47782.253906 Penalty: 2041.736694
	Iteration 4Q: 3 clusters Score -47782.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47841.378906 Penalty: 2041.736694
	Iteration 5F: 3 clusters Score -47841.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47941.363281 Penalty: 2041.736694
	Iteration 6F: 3 clusters Score -47941.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -48073.398438 Penalty: 2041.736694
	Iteration 7F: 3 clusters Score -48073.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -48107.582031 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -48107.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -48180.960938 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -48180.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -48201.433594 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -48201.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -48214.242188 Penalty: 2041.736694
	Iteration 11Q: 3 clusters Score -48214.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -48221.156250 Penalty: 2041.736694
	Iteration 12Q: 3 clusters Score -48221.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -48225.679688 Penalty: 2041.736694
	Iteration 13Q: 3 clusters Score -48225.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -48227.535156 Penalty: 2041.736694
	Iteration 14Q: 3 clusters Score -48227.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -48233.238281 Penalty: 2041.736694
	Iteration 15Q: 3 clusters Score -48233.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -48248.410156 Penalty: 2041.736694
	Iteration 16Q: 3 clusters Score -48248.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -48258.363281 Penalty: 2041.736694
	Iteration 17Q: 3 clusters Score -48258.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -48263.449219 Penalty: 2041.736694
	Iteration 18Q: 3 clusters Score -48263.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -48288.417969 Penalty: 2041.736694
	Iteration 19F: 3 clusters Score -48288.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -48335.406250 Penalty: 2041.736694
	Iteration 20F: 3 clusters Score -48335.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -48346.000000 Penalty: 2041.736694
	Iteration 21Q: 3 clusters Score -48346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -48441.667969 Penalty: 2041.736694
	Iteration 22Q: 3 clusters Score -48441.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -48590.289062 Penalty: 2041.736694
	Iteration 23Q: 3 clusters Score -48590.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -48679.046875 Penalty: 2041.736694
	Iteration 24Q: 3 clusters Score -48679.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -48706.738281 Penalty: 2041.736694
	Iteration 25Q: 3 clusters Score -48706.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -48726.261719 Penalty: 2041.736694
	Iteration 26Q: 3 clusters Score -48726.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -48734.085938 Penalty: 2041.736694
	Iteration 27Q: 3 clusters Score -48734.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -48767.054688 Penalty: 2041.736694
	Iteration 28Q: 3 clusters Score -48767.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48814.234375 Penalty: 2041.736694
	Iteration 29Q: 3 clusters Score -48814.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48841.425781 Penalty: 2041.736694
	Iteration 30Q: 3 clusters Score -48841.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48937.523438 Penalty: 2041.736694
	Iteration 31Q: 3 clusters Score -48937.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48961.906250 Penalty: 2041.736694
	Iteration 32Q: 3 clusters Score -48961.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48976.757812 Penalty: 2041.736694
	Iteration 33Q: 3 clusters Score -48976.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -49001.562500 Penalty: 2041.736694
	Iteration 34Q: 3 clusters Score -49001.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49008.878906 Penalty: 2041.736694
	Iteration 35Q: 3 clusters Score -49008.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -49033.019531 Penalty: 2041.736694
	Iteration 36Q: 3 clusters Score -49033.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49140.914062 Penalty: 2041.736694
	Iteration 37Q: 3 clusters Score -49140.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49198.699219 Penalty: 2041.736694
	Iteration 38Q: 3 clusters Score -49198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49200.667969 Penalty: 2041.736694
	Iteration 39Q: 3 clusters Score -49200.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49200.667969 Penalty: 2041.736694
	Iteration 40F: 3 clusters Score -49200.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 29586 members 
Mstep: Class 3 contains 14078 members 
Mstep: Class 4 contains 86974 members 
Mstep: Class 5 contains 5876 members 
Mstep: Class 6 contains 82498 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 18232 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 6885 members 
Mstep: Class 14 contains 7253 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 16 contains 92053 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 176 members 
Mstep: Class 19 contains 6019 members 
Mstep: Class 20 contains 23488 members 
Mstep: Class 21 contains 11877 members 
Mstep: Class 22 contains 3189 members 
Entering Unmasked Estep 
Score: -62578876.000000 Penalty: 47016.460938
Splitting cluster 17 changes total score from -62571224.000000 to -62578876.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 19 (6019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Entering Unmasked Estep 
Score: -727975.625000 Penalty: 1414.184937
	Iteration 0F: 2 clusters Score -727975.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -723339.812500 Penalty: 2828.369873
	Iteration 0F: 3 clusters Score -723339.8 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -724761.000000 Penalty: 2828.369873
	Iteration 1F: 3 clusters Score -724761 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -724998.750000 Penalty: 2828.369873
	Iteration 2F: 3 clusters Score -724998.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -725166.500000 Penalty: 2828.369873
	Iteration 3F: 3 clusters Score -725166.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -725284.187500 Penalty: 2828.369873
	Iteration 4Q: 3 clusters Score -725284.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -725377.312500 Penalty: 2828.369873
	Iteration 5Q: 3 clusters Score -725377.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -725444.625000 Penalty: 2828.369873
	Iteration 6Q: 3 clusters Score -725444.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -725485.187500 Penalty: 2828.369873
	Iteration 7Q: 3 clusters Score -725485.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -725521.250000 Penalty: 2828.369873
	Iteration 8Q: 3 clusters Score -725521.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -725562.687500 Penalty: 2828.369873
	Iteration 9Q: 3 clusters Score -725562.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -725615.125000 Penalty: 2828.369873
	Iteration 10Q: 3 clusters Score -725615.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -725661.312500 Penalty: 2828.369873
	Iteration 11Q: 3 clusters Score -725661.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -725703.062500 Penalty: 2828.369873
	Iteration 12Q: 3 clusters Score -725703.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -725735.875000 Penalty: 2828.369873
	Iteration 13Q: 3 clusters Score -725735.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -725760.937500 Penalty: 2828.369873
	Iteration 14Q: 3 clusters Score -725760.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -725795.437500 Penalty: 2828.369873
	Iteration 15Q: 3 clusters Score -725795.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -725825.062500 Penalty: 2828.369873
	Iteration 16Q: 3 clusters Score -725825.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -725858.375000 Penalty: 2828.369873
	Iteration 17Q: 3 clusters Score -725858.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -725902.812500 Penalty: 2828.369873
	Iteration 18Q: 3 clusters Score -725902.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -725949.437500 Penalty: 2828.369873
	Iteration 19Q: 3 clusters Score -725949.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -725999.312500 Penalty: 2828.369873
	Iteration 20F: 3 clusters Score -725999.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -726050.875000 Penalty: 2828.369873
	Iteration 21Q: 3 clusters Score -726050.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -726095.375000 Penalty: 2828.369873
	Iteration 22Q: 3 clusters Score -726095.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -726147.750000 Penalty: 2828.369873
	Iteration 23Q: 3 clusters Score -726147.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -726199.562500 Penalty: 2828.369873
	Iteration 24Q: 3 clusters Score -726199.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -726246.375000 Penalty: 2828.369873
	Iteration 25Q: 3 clusters Score -726246.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -726280.812500 Penalty: 2828.369873
	Iteration 26Q: 3 clusters Score -726280.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -726316.312500 Penalty: 2828.369873
	Iteration 27Q: 3 clusters Score -726316.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -726348.125000 Penalty: 2828.369873
	Iteration 28Q: 3 clusters Score -726348.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -726376.125000 Penalty: 2828.369873
	Iteration 29Q: 3 clusters Score -726376.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -726414.500000 Penalty: 2828.369873
	Iteration 30Q: 3 clusters Score -726414.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -726454.875000 Penalty: 2828.369873
	Iteration 31Q: 3 clusters Score -726454.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -726485.250000 Penalty: 2828.369873
	Iteration 32Q: 3 clusters Score -726485.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -726513.437500 Penalty: 2828.369873
	Iteration 33Q: 3 clusters Score -726513.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -726538.000000 Penalty: 2828.369873
	Iteration 34Q: 3 clusters Score -726538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -726567.625000 Penalty: 2828.369873
	Iteration 35Q: 3 clusters Score -726567.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -726591.812500 Penalty: 2828.369873
	Iteration 36Q: 3 clusters Score -726591.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -726614.812500 Penalty: 2828.369873
	Iteration 37Q: 3 clusters Score -726614.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -726635.062500 Penalty: 2828.369873
	Iteration 38Q: 3 clusters Score -726635.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -726659.125000 Penalty: 2828.369873
	Iteration 39Q: 3 clusters Score -726659.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -726672.812500 Penalty: 2828.369873
	Iteration 40F: 3 clusters Score -726672.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -726682.125000 Penalty: 2828.369873
	Iteration 41Q: 3 clusters Score -726682.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -726698.375000 Penalty: 2828.369873
	Iteration 42Q: 3 clusters Score -726698.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -726710.062500 Penalty: 2828.369873
	Iteration 43Q: 3 clusters Score -726710.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -726721.250000 Penalty: 2828.369873
	Iteration 44Q: 3 clusters Score -726721.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -726731.687500 Penalty: 2828.369873
	Iteration 45Q: 3 clusters Score -726731.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -726734.250000 Penalty: 2828.369873
	Iteration 46Q: 3 clusters Score -726734.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -726737.125000 Penalty: 2828.369873
	Iteration 47Q: 3 clusters Score -726737.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -726744.500000 Penalty: 2828.369873
	Iteration 48Q: 3 clusters Score -726744.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -726746.312500 Penalty: 2828.369873
	Iteration 49Q: 3 clusters Score -726746.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -726746.937500 Penalty: 2828.369873
	Iteration 50Q: 3 clusters Score -726746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -726749.375000 Penalty: 2828.369873
	Iteration 51Q: 3 clusters Score -726749.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -726749.875000 Penalty: 2828.369873
	Iteration 52Q: 3 clusters Score -726749.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -726751.250000 Penalty: 2828.369873
	Iteration 53Q: 3 clusters Score -726751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -726752.937500 Penalty: 2828.369873
	Iteration 54Q: 3 clusters Score -726752.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -726753.187500 Penalty: 2828.369873
	Iteration 55Q: 3 clusters Score -726753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -726753.000000 Penalty: 2828.369873
	Iteration 56Q: 3 clusters Score -726753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -726752.562500 Penalty: 2828.369873
	Iteration 57Q: 3 clusters Score -726752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -726754.375000 Penalty: 2828.369873
	Iteration 58Q: 3 clusters Score -726754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -726755.625000 Penalty: 2828.369873
	Iteration 59Q: 3 clusters Score -726755.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -726757.687500 Penalty: 2828.369873
	Iteration 60F: 3 clusters Score -726757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -726757.875000 Penalty: 2828.369873
	Iteration 61Q: 3 clusters Score -726757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -726762.437500 Penalty: 2828.369873
	Iteration 62Q: 3 clusters Score -726762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -726763.125000 Penalty: 2828.369873
	Iteration 63Q: 3 clusters Score -726763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -726764.000000 Penalty: 2828.369873
	Iteration 64Q: 3 clusters Score -726764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -726764.125000 Penalty: 2828.369873
	Iteration 65Q: 3 clusters Score -726764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -726764.187500 Penalty: 2828.369873
	Iteration 66Q: 3 clusters Score -726764.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -726764.187500 Penalty: 2828.369873
	Iteration 67F: 3 clusters Score -726764.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Entering Unmasked Estep 
Score: -2913650.500000 Penalty: 1635.439819
	Iteration 0F: 2 clusters Score -2913650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2897619.000000 Penalty: 3270.879639
	Iteration 0F: 3 clusters Score -2897619 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2903821.500000 Penalty: 3270.879639
	Iteration 1F: 3 clusters Score -2903822 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2904450.750000 Penalty: 3270.879639
	Iteration 2F: 3 clusters Score -2904451 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2905221.000000 Penalty: 3270.879639
	Iteration 3F: 3 clusters Score -2905221 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2906083.500000 Penalty: 3270.879639
	Iteration 4F: 3 clusters Score -2906084 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2907038.750000 Penalty: 3270.879639
	Iteration 5F: 3 clusters Score -2907039 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2907949.000000 Penalty: 3270.879639
	Iteration 6F: 3 clusters Score -2907949 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2908733.250000 Penalty: 3270.879639
	Iteration 7F: 3 clusters Score -2908733 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2909397.750000 Penalty: 3270.879639
	Iteration 8Q: 3 clusters Score -2909398 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2910126.250000 Penalty: 3270.879639
	Iteration 9Q: 3 clusters Score -2910126 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2910740 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2911160 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2911429.500000 Penalty: 3270.879639
	Iteration 12Q: 3 clusters Score -2911430 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2911584.250000 Penalty: 3270.879639
	Iteration 13Q: 3 clusters Score -2911584 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2911712.500000 Penalty: 3270.879639
	Iteration 14Q: 3 clusters Score -2911712 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2911833.500000 Penalty: 3270.879639
	Iteration 15Q: 3 clusters Score -2911834 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2911949 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2912038.500000 Penalty: 3270.879639
	Iteration 17Q: 3 clusters Score -2912038 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2912115.500000 Penalty: 3270.879639
	Iteration 18Q: 3 clusters Score -2912116 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2912204.500000 Penalty: 3270.879639
	Iteration 19Q: 3 clusters Score -2912204 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2912266.500000 Penalty: 3270.879639
	Iteration 20F: 3 clusters Score -2912266 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2912314 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2912348.000000 Penalty: 3270.879639
	Iteration 22Q: 3 clusters Score -2912348 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2912372.500000 Penalty: 3270.879639
	Iteration 23Q: 3 clusters Score -2912372 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2912404.250000 Penalty: 3270.879639
	Iteration 24Q: 3 clusters Score -2912404 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2912438.750000 Penalty: 3270.879639
	Iteration 25Q: 3 clusters Score -2912439 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2912441.000000 Penalty: 3270.879639
	Iteration 26Q: 3 clusters Score -2912441 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2912452.500000 Penalty: 3270.879639
	Iteration 27Q: 3 clusters Score -2912452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2912473.250000 Penalty: 3270.879639
	Iteration 28Q: 3 clusters Score -2912473 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2912492.500000 Penalty: 3270.879639
	Iteration 29Q: 3 clusters Score -2912492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2912506.000000 Penalty: 3270.879639
	Iteration 30Q: 3 clusters Score -2912506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2912524.000000 Penalty: 3270.879639
	Iteration 31Q: 3 clusters Score -2912524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2912532.750000 Penalty: 3270.879639
	Iteration 32Q: 3 clusters Score -2912533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2912547.000000 Penalty: 3270.879639
	Iteration 33Q: 3 clusters Score -2912547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2912553.250000 Penalty: 3270.879639
	Iteration 34Q: 3 clusters Score -2912553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2912565.500000 Penalty: 3270.879639
	Iteration 35Q: 3 clusters Score -2912566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2912591.000000 Penalty: 3270.879639
	Iteration 36Q: 3 clusters Score -2912591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2912601 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2912607.000000 Penalty: 3270.879639
	Iteration 38Q: 3 clusters Score -2912607 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2912614.250000 Penalty: 3270.879639
	Iteration 39Q: 3 clusters Score -2912614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2912628.500000 Penalty: 3270.879639
	Iteration 40F: 3 clusters Score -2912628 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2912633.750000 Penalty: 3270.879639
	Iteration 41Q: 3 clusters Score -2912634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2912640.000000 Penalty: 3270.879639
	Iteration 42Q: 3 clusters Score -2912640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2912643.750000 Penalty: 3270.879639
	Iteration 43Q: 3 clusters Score -2912644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2912654.000000 Penalty: 3270.879639
	Iteration 44Q: 3 clusters Score -2912654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2912662.000000 Penalty: 3270.879639
	Iteration 45Q: 3 clusters Score -2912662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2912673.000000 Penalty: 3270.879639
	Iteration 46Q: 3 clusters Score -2912673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2912686.250000 Penalty: 3270.879639
	Iteration 47Q: 3 clusters Score -2912686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2912686.500000 Penalty: 3270.879639
	Iteration 48Q: 3 clusters Score -2912686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2912698.250000 Penalty: 3270.879639
	Iteration 49Q: 3 clusters Score -2912698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2912699.750000 Penalty: 3270.879639
	Iteration 50Q: 3 clusters Score -2912700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2912701.750000 Penalty: 3270.879639
	Iteration 51Q: 3 clusters Score -2912702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2912708.750000 Penalty: 3270.879639
	Iteration 52Q: 3 clusters Score -2912709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2912709.750000 Penalty: 3270.879639
	Iteration 53Q: 3 clusters Score -2912710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2912708.250000 Penalty: 3270.879639
	Iteration 54Q: 3 clusters Score -2912708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2912713.000000 Penalty: 3270.879639
	Iteration 55Q: 3 clusters Score -2912713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2912714.500000 Penalty: 3270.879639
	Iteration 56Q: 3 clusters Score -2912714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2912717.750000 Penalty: 3270.879639
	Iteration 57Q: 3 clusters Score -2912718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2912714.500000 Penalty: 3270.879639
	Iteration 58Q: 3 clusters Score -2912714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2912716.500000 Penalty: 3270.879639
	Iteration 59Q: 3 clusters Score -2912716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2912712.500000 Penalty: 3270.879639
	Iteration 60F: 3 clusters Score -2912712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2912714.750000 Penalty: 3270.879639
	Iteration 61Q: 3 clusters Score -2912715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2912718.250000 Penalty: 3270.879639
	Iteration 62Q: 3 clusters Score -2912718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2912720.250000 Penalty: 3270.879639
	Iteration 63Q: 3 clusters Score -2912720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2912721.750000 Penalty: 3270.879639
	Iteration 64Q: 3 clusters Score -2912722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2912722.250000 Penalty: 3270.879639
	Iteration 65Q: 3 clusters Score -2912722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2912727.000000 Penalty: 3270.879639
	Iteration 66Q: 3 clusters Score -2912727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2912730.000000 Penalty: 3270.879639
	Iteration 67Q: 3 clusters Score -2912730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2912727.750000 Penalty: 3270.879639
	Iteration 68Q: 3 clusters Score -2912728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2912729.500000 Penalty: 3270.879639
	Iteration 69Q: 3 clusters Score -2912730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2912726.250000 Penalty: 3270.879639
	Iteration 70Q: 3 clusters Score -2912726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2912732.000000 Penalty: 3270.879639
	Iteration 71Q: 3 clusters Score -2912732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2912728.750000 Penalty: 3270.879639
	Iteration 72Q: 3 clusters Score -2912729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2912726.500000 Penalty: 3270.879639
	Iteration 73Q: 3 clusters Score -2912726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2912731.000000 Penalty: 3270.879639
	Iteration 74Q: 3 clusters Score -2912731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2912731.250000 Penalty: 3270.879639
	Iteration 75Q: 3 clusters Score -2912731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2912736.500000 Penalty: 3270.879639
	Iteration 76Q: 3 clusters Score -2912736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2912736.500000 Penalty: 3270.879639
	Iteration 77Q: 3 clusters Score -2912736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2912742.500000 Penalty: 3270.879639
	Iteration 78Q: 3 clusters Score -2912742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2912740.000000 Penalty: 3270.879639
	Iteration 79Q: 3 clusters Score -2912740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2912743.500000 Penalty: 3270.879639
	Iteration 80F: 3 clusters Score -2912744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2912748.250000 Penalty: 3270.879639
	Iteration 81Q: 3 clusters Score -2912748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2912744.250000 Penalty: 3270.879639
	Iteration 82Q: 3 clusters Score -2912744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2912747.500000 Penalty: 3270.879639
	Iteration 83Q: 3 clusters Score -2912748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2912747.500000 Penalty: 3270.879639
	Iteration 84Q: 3 clusters Score -2912748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2912745.750000 Penalty: 3270.879639
	Iteration 85Q: 3 clusters Score -2912746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2912747.000000 Penalty: 3270.879639
	Iteration 86Q: 3 clusters Score -2912747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2912744.500000 Penalty: 3270.879639
	Iteration 87Q: 3 clusters Score -2912744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2912748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2912749.750000 Penalty: 3270.879639
	Iteration 89Q: 3 clusters Score -2912750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2912754.250000 Penalty: 3270.879639
	Iteration 90Q: 3 clusters Score -2912754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2912748.750000 Penalty: 3270.879639
	Iteration 91Q: 3 clusters Score -2912749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2912764.750000 Penalty: 3270.879639
	Iteration 92Q: 3 clusters Score -2912765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2912774.250000 Penalty: 3270.879639
	Iteration 93Q: 3 clusters Score -2912774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2912778.250000 Penalty: 3270.879639
	Iteration 94Q: 3 clusters Score -2912778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2912779.250000 Penalty: 3270.879639
	Iteration 95Q: 3 clusters Score -2912779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2912777.750000 Penalty: 3270.879639
	Iteration 96Q: 3 clusters Score -2912778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2912784.250000 Penalty: 3270.879639
	Iteration 97Q: 3 clusters Score -2912784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2912791.750000 Penalty: 3270.879639
	Iteration 98Q: 3 clusters Score -2912792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2912792.250000 Penalty: 3270.879639
	Iteration 99Q: 3 clusters Score -2912792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2912794.250000 Penalty: 3270.879639
	Iteration 100F: 3 clusters Score -2912794 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22245 members 
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Entering Unmasked Estep 
Score: -2912798.750000 Penalty: 3270.879639
	Iteration 101Q: 3 clusters Score -2912799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2912799.500000 Penalty: 3270.879639
	Iteration 102Q: 3 clusters Score -2912800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2912800.750000 Penalty: 3270.879639
	Iteration 103Q: 3 clusters Score -2912801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2912799.750000 Penalty: 3270.879639
	Iteration 104Q: 3 clusters Score -2912800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2912799.000000 Penalty: 3270.879639
	Iteration 105Q: 3 clusters Score -2912799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2912800.250000 Penalty: 3270.879639
	Iteration 106Q: 3 clusters Score -2912800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2912799.250000 Penalty: 3270.879639
	Iteration 107Q: 3 clusters Score -2912799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2912799.250000 Penalty: 3270.879639
	Iteration 108F: 3 clusters Score -2912799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Entering Unmasked Estep 
Score: -1425017.750000 Penalty: 1524.633301
	Iteration 0F: 2 clusters Score -1425018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1416579.750000 Penalty: 3049.266602
	Iteration 0F: 3 clusters Score -1416580 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1419316.750000 Penalty: 3049.266602
	Iteration 1F: 3 clusters Score -1419317 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1419600.625000 Penalty: 3049.266602
	Iteration 2F: 3 clusters Score -1419601 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1419822.500000 Penalty: 3049.266602
	Iteration 3Q: 3 clusters Score -1419822 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1420064.000000 Penalty: 3049.266602
	Iteration 4Q: 3 clusters Score -1420064 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1420330.000000 Penalty: 3049.266602
	Iteration 5Q: 3 clusters Score -1420330 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1420624.625000 Penalty: 3049.266602
	Iteration 6Q: 3 clusters Score -1420625 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1420995.750000 Penalty: 3049.266602
	Iteration 7Q: 3 clusters Score -1420996 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1421431.375000 Penalty: 3049.266602
	Iteration 8F: 3 clusters Score -1421431 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1421904.375000 Penalty: 3049.266602
	Iteration 9F: 3 clusters Score -1421904 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1422338.125000 Penalty: 3049.266602
	Iteration 10Q: 3 clusters Score -1422338 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1422665.375000 Penalty: 3049.266602
	Iteration 11Q: 3 clusters Score -1422665 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1422890.125000 Penalty: 3049.266602
	Iteration 12Q: 3 clusters Score -1422890 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1423007.875000 Penalty: 3049.266602
	Iteration 13Q: 3 clusters Score -1423008 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1423075.125000 Penalty: 3049.266602
	Iteration 14Q: 3 clusters Score -1423075 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1423124.125000 Penalty: 3049.266602
	Iteration 15Q: 3 clusters Score -1423124 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1423160.000000 Penalty: 3049.266602
	Iteration 16Q: 3 clusters Score -1423160 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1423198.500000 Penalty: 3049.266602
	Iteration 17Q: 3 clusters Score -1423198 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1423222.375000 Penalty: 3049.266602
	Iteration 18Q: 3 clusters Score -1423222 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1423238.000000 Penalty: 3049.266602
	Iteration 19Q: 3 clusters Score -1423238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1423242.000000 Penalty: 3049.266602
	Iteration 20F: 3 clusters Score -1423242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1423257.625000 Penalty: 3049.266602
	Iteration 21Q: 3 clusters Score -1423258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1423257.875000 Penalty: 3049.266602
	Iteration 22Q: 3 clusters Score -1423258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1423264.750000 Penalty: 3049.266602
	Iteration 23Q: 3 clusters Score -1423265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1423268.500000 Penalty: 3049.266602
	Iteration 24Q: 3 clusters Score -1423268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1423271.125000 Penalty: 3049.266602
	Iteration 25Q: 3 clusters Score -1423271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1423275.125000 Penalty: 3049.266602
	Iteration 26Q: 3 clusters Score -1423275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1423282.750000 Penalty: 3049.266602
	Iteration 27Q: 3 clusters Score -1423283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1423286.875000 Penalty: 3049.266602
	Iteration 28Q: 3 clusters Score -1423287 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1423291.000000 Penalty: 3049.266602
	Iteration 29Q: 3 clusters Score -1423291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1423294.750000 Penalty: 3049.266602
	Iteration 30Q: 3 clusters Score -1423295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1423296.875000 Penalty: 3049.266602
	Iteration 31Q: 3 clusters Score -1423297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1423299.250000 Penalty: 3049.266602
	Iteration 32Q: 3 clusters Score -1423299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1423299.000000 Penalty: 3049.266602
	Iteration 33Q: 3 clusters Score -1423299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1423302.500000 Penalty: 3049.266602
	Iteration 34Q: 3 clusters Score -1423302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1423304.875000 Penalty: 3049.266602
	Iteration 35Q: 3 clusters Score -1423305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1423303.000000 Penalty: 3049.266602
	Iteration 36Q: 3 clusters Score -1423303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1423301.750000 Penalty: 3049.266602
	Iteration 37Q: 3 clusters Score -1423302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1423302.625000 Penalty: 3049.266602
	Iteration 38Q: 3 clusters Score -1423303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1423299.250000 Penalty: 3049.266602
	Iteration 39Q: 3 clusters Score -1423299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1423307.250000 Penalty: 3049.266602
	Iteration 40F: 3 clusters Score -1423307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1423307.875000 Penalty: 3049.266602
	Iteration 41Q: 3 clusters Score -1423308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1423309.375000 Penalty: 3049.266602
	Iteration 42Q: 3 clusters Score -1423309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1423309.375000 Penalty: 3049.266602
	Iteration 43Q: 3 clusters Score -1423309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1423312.625000 Penalty: 3049.266602
	Iteration 44Q: 3 clusters Score -1423313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1423311.875000 Penalty: 3049.266602
	Iteration 45Q: 3 clusters Score -1423312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1423313.875000 Penalty: 3049.266602
	Iteration 46Q: 3 clusters Score -1423314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1423311.000000 Penalty: 3049.266602
	Iteration 47Q: 3 clusters Score -1423311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1423314.750000 Penalty: 3049.266602
	Iteration 48Q: 3 clusters Score -1423315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1423317.375000 Penalty: 3049.266602
	Iteration 49Q: 3 clusters Score -1423317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1423312.250000 Penalty: 3049.266602
	Iteration 50Q: 3 clusters Score -1423312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1423311.750000 Penalty: 3049.266602
	Iteration 51Q: 3 clusters Score -1423312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1423310.625000 Penalty: 3049.266602
	Iteration 52Q: 3 clusters Score -1423311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1423309.875000 Penalty: 3049.266602
	Iteration 53Q: 3 clusters Score -1423310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1423309.875000 Penalty: 3049.266602
	Iteration 54F: 3 clusters Score -1423310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -358493.156250 Penalty: 1310.962769
	Iteration 0F: 2 clusters Score -358493.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -355621.406250 Penalty: 2621.925537
	Iteration 0F: 3 clusters Score -355621.4 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -356442.125000 Penalty: 2621.925537
	Iteration 1F: 3 clusters Score -356442.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -356688.187500 Penalty: 2621.925537
	Iteration 2F: 3 clusters Score -356688.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -356919.906250 Penalty: 2621.925537
	Iteration 3F: 3 clusters Score -356919.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -357168.843750 Penalty: 2621.925537
	Iteration 4F: 3 clusters Score -357168.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -357428.750000 Penalty: 2621.925537
	Iteration 5F: 3 clusters Score -357428.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -357670.156250 Penalty: 2621.925537
	Iteration 6F: 3 clusters Score -357670.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -357850.500000 Penalty: 2621.925537
	Iteration 7Q: 3 clusters Score -357850.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -357976.593750 Penalty: 2621.925537
	Iteration 8Q: 3 clusters Score -357976.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -358050.781250 Penalty: 2621.925537
	Iteration 9Q: 3 clusters Score -358050.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -358101.468750 Penalty: 2621.925537
	Iteration 10Q: 3 clusters Score -358101.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -358143.343750 Penalty: 2621.925537
	Iteration 11Q: 3 clusters Score -358143.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -358167.781250 Penalty: 2621.925537
	Iteration 12Q: 3 clusters Score -358167.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -358188.593750 Penalty: 2621.925537
	Iteration 13Q: 3 clusters Score -358188.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -358214.156250 Penalty: 2621.925537
	Iteration 14Q: 3 clusters Score -358214.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -358226.156250 Penalty: 2621.925537
	Iteration 15Q: 3 clusters Score -358226.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -358239.093750 Penalty: 2621.925537
	Iteration 16Q: 3 clusters Score -358239.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -358251.812500 Penalty: 2621.925537
	Iteration 17Q: 3 clusters Score -358251.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -358260.500000 Penalty: 2621.925537
	Iteration 18Q: 3 clusters Score -358260.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -358263.375000 Penalty: 2621.925537
	Iteration 19Q: 3 clusters Score -358263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -358263.437500 Penalty: 2621.925537
	Iteration 20F: 3 clusters Score -358263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -358264.312500 Penalty: 2621.925537
	Iteration 21Q: 3 clusters Score -358264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -358264.843750 Penalty: 2621.925537
	Iteration 22Q: 3 clusters Score -358264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -358264.718750 Penalty: 2621.925537
	Iteration 23Q: 3 clusters Score -358264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -358265.187500 Penalty: 2621.925537
	Iteration 24Q: 3 clusters Score -358265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -358265.812500 Penalty: 2621.925537
	Iteration 25Q: 3 clusters Score -358265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -358265.812500 Penalty: 2621.925537
	Iteration 26F: 3 clusters Score -358265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 29586 members 
Mstep: Class 4 contains 86974 members 
Mstep: Class 5 contains 5876 members 
Mstep: Class 6 contains 82498 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 18232 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 6885 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 16 contains 92053 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 19 contains 6019 members 
Mstep: Class 20 contains 23488 members 
Mstep: Class 21 contains 11877 members 
Mstep: Class 22 contains 3189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62583000.000000 Penalty: 47016.460938
Iteration 39Q: 23 clusters Score -6.2583e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 29120 members 
Mstep: Class 3 contains 13767 members 
Mstep: Class 4 contains 86706 members 
Mstep: Class 5 contains 5956 members 
Mstep: Class 6 contains 82489 members 
Mstep: Class 7 contains 1319 members 
Mstep: Class 8 contains 4143 members 
Mstep: Class 9 contains 18288 members 
Mstep: Class 10 contains 5705 members 
Mstep: Class 11 contains 1759 members 
Mstep: Class 12 contains 4843 members 
Mstep: Class 13 contains 7084 members 
Mstep: Class 14 contains 7050 members 
Mstep: Class 15 contains 28942 members 
Mstep: Class 16 contains 92202 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 174 members 
Mstep: Class 19 contains 5950 members 
Mstep: Class 20 contains 24106 members 
Mstep: Class 21 contains 11957 members 
Mstep: Class 22 contains 3141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62586132.000000 Penalty: 47016.460938
Iteration 40F: 23 clusters Score -6.258613e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 28242 members 
Mstep: Class 3 contains 14079 members 
Mstep: Class 4 contains 86240 members 
Mstep: Class 5 contains 6039 members 
Mstep: Class 6 contains 82415 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 17968 members 
Mstep: Class 10 contains 5694 members 
Mstep: Class 11 contains 1829 members 
Mstep: Class 12 contains 4785 members 
Mstep: Class 13 contains 7323 members 
Mstep: Class 14 contains 7374 members 
Mstep: Class 15 contains 28919 members 
Mstep: Class 16 contains 92020 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 180 members 
Mstep: Class 19 contains 5899 members 
Mstep: Class 20 contains 24710 members 
Mstep: Class 21 contains 12028 members 
Mstep: Class 22 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62587952.000000 Penalty: 47016.460938
Iteration 41Q: 23 clusters Score -6.258795e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 27366 members 
Mstep: Class 3 contains 14205 members 
Mstep: Class 4 contains 85726 members 
Mstep: Class 5 contains 6091 members 
Mstep: Class 6 contains 82367 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 4106 members 
Mstep: Class 9 contains 17721 members 
Mstep: Class 10 contains 5684 members 
Mstep: Class 11 contains 1929 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 7635 members 
Mstep: Class 14 contains 7609 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 91913 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 180 members 
Mstep: Class 19 contains 5808 members 
Mstep: Class 20 contains 25351 members 
Mstep: Class 21 contains 12145 members 
Mstep: Class 22 contains 3088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62588800.000000 Penalty: 47016.460938
Iteration 42Q: 23 clusters Score -6.25888e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 26455 members 
Mstep: Class 3 contains 14295 members 
Mstep: Class 4 contains 85118 members 
Mstep: Class 5 contains 6134 members 
Mstep: Class 6 contains 82309 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 4060 members 
Mstep: Class 9 contains 17556 members 
Mstep: Class 10 contains 5676 members 
Mstep: Class 11 contains 2013 members 
Mstep: Class 12 contains 4630 members 
Mstep: Class 13 contains 8006 members 
Mstep: Class 14 contains 7782 members 
Mstep: Class 15 contains 28850 members 
Mstep: Class 16 contains 91822 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 19 contains 5729 members 
Mstep: Class 20 contains 26056 members 
Mstep: Class 21 contains 12253 members 
Mstep: Class 22 contains 3070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62589736.000000 Penalty: 47016.460938
Iteration 43Q: 23 clusters Score -6.258974e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 81463 members 
Mstep: Class 2 contains 25468 members 
Mstep: Class 3 contains 14332 members 
Mstep: Class 4 contains 84411 members 
Mstep: Class 5 contains 6170 members 
Mstep: Class 6 contains 82227 members 
Mstep: Class 7 contains 1517 members 
Mstep: Class 8 contains 4013 members 
Mstep: Class 9 contains 17441 members 
Mstep: Class 10 contains 5679 members 
Mstep: Class 11 contains 2077 members 
Mstep: Class 12 contains 4514 members 
Mstep: Class 13 contains 8469 members 
Mstep: Class 14 contains 7922 members 
Mstep: Class 15 contains 28825 members 
Mstep: Class 16 contains 91766 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 19 contains 5669 members 
Mstep: Class 20 contains 26791 members 
Mstep: Class 21 contains 12344 members 
Mstep: Class 22 contains 3054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62590728.000000 Penalty: 47016.460938
Iteration 44Q: 23 clusters Score -6.259073e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 24521 members 
Mstep: Class 3 contains 14340 members 
Mstep: Class 4 contains 83667 members 
Mstep: Class 5 contains 6218 members 
Mstep: Class 6 contains 82167 members 
Mstep: Class 7 contains 1534 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 17373 members 
Mstep: Class 10 contains 5670 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 4370 members 
Mstep: Class 13 contains 8950 members 
Mstep: Class 14 contains 8024 members 
Mstep: Class 15 contains 28809 members 
Mstep: Class 16 contains 91730 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 27576 members 
Mstep: Class 21 contains 12441 members 
Mstep: Class 22 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62592296.000000 Penalty: 47016.460938
Iteration 45Q: 23 clusters Score -6.25923e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 23517 members 
Mstep: Class 3 contains 14328 members 
Mstep: Class 4 contains 82915 members 
Mstep: Class 5 contains 6273 members 
Mstep: Class 6 contains 82129 members 
Mstep: Class 7 contains 1540 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 17311 members 
Mstep: Class 10 contains 5667 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 4219 members 
Mstep: Class 13 contains 9468 members 
Mstep: Class 14 contains 8124 members 
Mstep: Class 15 contains 28767 members 
Mstep: Class 16 contains 91687 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 19 contains 5501 members 
Mstep: Class 20 contains 28409 members 
Mstep: Class 21 contains 12546 members 
Mstep: Class 22 contains 3002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62593500.000000 Penalty: 47016.460938
Iteration 46Q: 23 clusters Score -6.25935e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83237 members 
Mstep: Class 2 contains 22593 members 
Mstep: Class 3 contains 14315 members 
Mstep: Class 4 contains 82120 members 
Mstep: Class 5 contains 6351 members 
Mstep: Class 6 contains 82071 members 
Mstep: Class 7 contains 1541 members 
Mstep: Class 8 contains 3847 members 
Mstep: Class 9 contains 17261 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 12 contains 4103 members 
Mstep: Class 13 contains 9922 members 
Mstep: Class 14 contains 8199 members 
Mstep: Class 15 contains 28728 members 
Mstep: Class 16 contains 91627 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 19 contains 5430 members 
Mstep: Class 20 contains 29296 members 
Mstep: Class 21 contains 12646 members 
Mstep: Class 22 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62594672.000000 Penalty: 47016.460938
Iteration 47Q: 23 clusters Score -6.259467e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83746 members 
Mstep: Class 2 contains 21754 members 
Mstep: Class 3 contains 14282 members 
Mstep: Class 4 contains 81252 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 82027 members 
Mstep: Class 7 contains 1541 members 
Mstep: Class 8 contains 3792 members 
Mstep: Class 9 contains 17215 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 4004 members 
Mstep: Class 13 contains 10327 members 
Mstep: Class 14 contains 8272 members 
Mstep: Class 15 contains 28700 members 
Mstep: Class 16 contains 91574 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 30207 members 
Mstep: Class 21 contains 12745 members 
Mstep: Class 22 contains 2959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62595604.000000 Penalty: 47016.460938
Iteration 48Q: 23 clusters Score -6.25956e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 21038 members 
Mstep: Class 3 contains 14252 members 
Mstep: Class 4 contains 80285 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 81998 members 
Mstep: Class 7 contains 1545 members 
Mstep: Class 8 contains 3746 members 
Mstep: Class 9 contains 17151 members 
Mstep: Class 10 contains 5633 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 10697 members 
Mstep: Class 14 contains 8339 members 
Mstep: Class 15 contains 28649 members 
Mstep: Class 16 contains 91541 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 5356 members 
Mstep: Class 20 contains 31237 members 
Mstep: Class 21 contains 12841 members 
Mstep: Class 22 contains 2926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62596488.000000 Penalty: 47016.460938
Iteration 49Q: 23 clusters Score -6.259649e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 20468 members 
Mstep: Class 3 contains 14183 members 
Mstep: Class 4 contains 79224 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 81941 members 
Mstep: Class 7 contains 1547 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 17094 members 
Mstep: Class 10 contains 5628 members 
Mstep: Class 11 contains 2387 members 
Mstep: Class 12 contains 3876 members 
Mstep: Class 13 contains 11061 members 
Mstep: Class 14 contains 8395 members 
Mstep: Class 15 contains 28596 members 
Mstep: Class 16 contains 91531 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 5347 members 
Mstep: Class 20 contains 32345 members 
Mstep: Class 21 contains 12932 members 
Mstep: Class 22 contains 2903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62597344.000000 Penalty: 47016.460938
Iteration 50Q: 23 clusters Score -6.259734e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 20049 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 78100 members 
Mstep: Class 5 contains 6568 members 
Mstep: Class 6 contains 81852 members 
Mstep: Class 7 contains 1552 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 17042 members 
Mstep: Class 10 contains 5616 members 
Mstep: Class 11 contains 2442 members 
Mstep: Class 12 contains 3825 members 
Mstep: Class 13 contains 11405 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 28555 members 
Mstep: Class 16 contains 91524 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 5398 members 
Mstep: Class 20 contains 33513 members 
Mstep: Class 21 contains 12991 members 
Mstep: Class 22 contains 2882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62598204.000000 Penalty: 47016.460938
Iteration 51Q: 23 clusters Score -6.25982e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 19774 members 
Mstep: Class 3 contains 14067 members 
Mstep: Class 4 contains 76899 members 
Mstep: Class 5 contains 6599 members 
Mstep: Class 6 contains 81726 members 
Mstep: Class 7 contains 1555 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 16993 members 
Mstep: Class 10 contains 5603 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 3798 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 8469 members 
Mstep: Class 15 contains 28473 members 
Mstep: Class 16 contains 91505 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 5482 members 
Mstep: Class 20 contains 34779 members 
Mstep: Class 21 contains 13030 members 
Mstep: Class 22 contains 2868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62598980.000000 Penalty: 47016.460938
Iteration 52Q: 23 clusters Score -6.259898e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84707 members 
Mstep: Class 2 contains 19552 members 
Mstep: Class 3 contains 14028 members 
Mstep: Class 4 contains 75668 members 
Mstep: Class 5 contains 6614 members 
Mstep: Class 6 contains 81629 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 3540 members 
Mstep: Class 9 contains 16961 members 
Mstep: Class 10 contains 5578 members 
Mstep: Class 11 contains 2544 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 12075 members 
Mstep: Class 14 contains 8500 members 
Mstep: Class 15 contains 28390 members 
Mstep: Class 16 contains 91464 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 5530 members 
Mstep: Class 20 contains 36108 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 2866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62599536.000000 Penalty: 47016.460938
Iteration 53Q: 23 clusters Score -6.259954e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 19396 members 
Mstep: Class 3 contains 13994 members 
Mstep: Class 4 contains 74434 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 81525 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 3495 members 
Mstep: Class 9 contains 16913 members 
Mstep: Class 10 contains 5577 members 
Mstep: Class 11 contains 2575 members 
Mstep: Class 12 contains 3763 members 
Mstep: Class 13 contains 12390 members 
Mstep: Class 14 contains 8525 members 
Mstep: Class 15 contains 28285 members 
Mstep: Class 16 contains 91414 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 5588 members 
Mstep: Class 20 contains 37496 members 
Mstep: Class 21 contains 13093 members 
Mstep: Class 22 contains 2854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62600224.000000 Penalty: 47016.460938
Iteration 54Q: 23 clusters Score -6.260022e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84541 members 
Mstep: Class 2 contains 19248 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 73123 members 
Mstep: Class 5 contains 6670 members 
Mstep: Class 6 contains 81429 members 
Mstep: Class 7 contains 1564 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 16882 members 
Mstep: Class 10 contains 5560 members 
Mstep: Class 11 contains 2595 members 
Mstep: Class 12 contains 3746 members 
Mstep: Class 13 contains 12688 members 
Mstep: Class 14 contains 8543 members 
Mstep: Class 15 contains 28197 members 
Mstep: Class 16 contains 91322 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 38974 members 
Mstep: Class 21 contains 13099 members 
Mstep: Class 22 contains 2844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62600912.000000 Penalty: 47016.460938
Iteration 55Q: 23 clusters Score -6.260091e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 19120 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 71850 members 
Mstep: Class 5 contains 6676 members 
Mstep: Class 6 contains 81340 members 
Mstep: Class 7 contains 1568 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 16851 members 
Mstep: Class 10 contains 5543 members 
Mstep: Class 11 contains 2615 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 12994 members 
Mstep: Class 14 contains 8561 members 
Mstep: Class 15 contains 28103 members 
Mstep: Class 16 contains 91222 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 5741 members 
Mstep: Class 20 contains 40478 members 
Mstep: Class 21 contains 13114 members 
Mstep: Class 22 contains 2827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62601472.000000 Penalty: 47016.460938
Iteration 56Q: 23 clusters Score -6.260147e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84212 members 
Mstep: Class 2 contains 19010 members 
Mstep: Class 3 contains 14055 members 
Mstep: Class 4 contains 70588 members 
Mstep: Class 5 contains 6676 members 
Mstep: Class 6 contains 81238 members 
Mstep: Class 7 contains 1571 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 16822 members 
Mstep: Class 10 contains 5539 members 
Mstep: Class 11 contains 2634 members 
Mstep: Class 12 contains 3699 members 
Mstep: Class 13 contains 13258 members 
Mstep: Class 14 contains 8569 members 
Mstep: Class 15 contains 28010 members 
Mstep: Class 16 contains 91120 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 5802 members 
Mstep: Class 20 contains 41995 members 
Mstep: Class 21 contains 13157 members 
Mstep: Class 22 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62602004.000000 Penalty: 47016.460938
Iteration 57Q: 23 clusters Score -6.2602e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 18910 members 
Mstep: Class 3 contains 14092 members 
Mstep: Class 4 contains 69402 members 
Mstep: Class 5 contains 6690 members 
Mstep: Class 6 contains 81145 members 
Mstep: Class 7 contains 1572 members 
Mstep: Class 8 contains 3345 members 
Mstep: Class 9 contains 16797 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 13492 members 
Mstep: Class 14 contains 8576 members 
Mstep: Class 15 contains 27929 members 
Mstep: Class 16 contains 91010 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 5855 members 
Mstep: Class 20 contains 43466 members 
Mstep: Class 21 contains 13187 members 
Mstep: Class 22 contains 2819 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -6.26024e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83871 members 
Mstep: Class 2 contains 18822 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 68194 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 81053 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 3316 members 
Mstep: Class 9 contains 16768 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 2662 members 
Mstep: Class 12 contains 3635 members 
Mstep: Class 13 contains 13698 members 
Mstep: Class 14 contains 8585 members 
Mstep: Class 15 contains 27830 members 
Mstep: Class 16 contains 90914 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 5951 members 
Mstep: Class 20 contains 44931 members 
Mstep: Class 21 contains 13203 members 
Mstep: Class 22 contains 2818 members 
Entering Unmasked Estep 
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Score: -62603148.000000 Penalty: 47016.460938
Iteration 59Q: 23 clusters Score -6.260315e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 18737 members 
Mstep: Class 3 contains 14144 members 
Mstep: Class 4 contains 67069 members 
Mstep: Class 5 contains 6709 members 
Mstep: Class 6 contains 80958 members 
Mstep: Class 7 contains 1577 members 
Mstep: Class 8 contains 3292 members 
Mstep: Class 9 contains 16747 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 2672 members 
Mstep: Class 12 contains 3607 members 
Mstep: Class 13 contains 13868 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 27737 members 
Mstep: Class 16 contains 90821 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 6006 members 
Mstep: Class 20 contains 46340 members 
Mstep: Class 21 contains 13234 members 
Mstep: Class 22 contains 2809 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -6.260386e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 18641 members 
Mstep: Class 3 contains 14187 members 
Mstep: Class 4 contains 65882 members 
Mstep: Class 5 contains 6717 members 
Mstep: Class 6 contains 80863 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 3254 members 
Mstep: Class 9 contains 16723 members 
Mstep: Class 10 contains 5485 members 
Mstep: Class 11 contains 2705 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 14085 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 27590 members 
Mstep: Class 16 contains 90728 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 19 contains 6112 members 
Mstep: Class 20 contains 47770 members 
Mstep: Class 21 contains 13257 members 
Mstep: Class 22 contains 2792 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -6.260423e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83474 members 
Mstep: Class 2 contains 18572 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 64565 members 
Mstep: Class 5 contains 6721 members 
Mstep: Class 6 contains 80756 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 3215 members 
Mstep: Class 9 contains 16690 members 
Mstep: Class 10 contains 5466 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 3534 members 
Mstep: Class 13 contains 14286 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 27457 members 
Mstep: Class 16 contains 90634 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6186 members 
Mstep: Class 20 contains 49344 members 
Mstep: Class 21 contains 13290 members 
Mstep: Class 22 contains 2787 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -6.260467e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 18488 members 
Mstep: Class 3 contains 14284 members 
Mstep: Class 4 contains 63132 members 
Mstep: Class 5 contains 6734 members 
Mstep: Class 6 contains 80653 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 3175 members 
Mstep: Class 9 contains 16670 members 
Mstep: Class 10 contains 5448 members 
Mstep: Class 11 contains 2763 members 
Mstep: Class 12 contains 3507 members 
Mstep: Class 13 contains 14482 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 27317 members 
Mstep: Class 16 contains 90534 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6237 members 
Mstep: Class 20 contains 51078 members 
Mstep: Class 21 contains 13325 members 
Mstep: Class 22 contains 2783 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -6.260536e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 18396 members 
Mstep: Class 3 contains 14346 members 
Mstep: Class 4 contains 61552 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 80565 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 3142 members 
Mstep: Class 9 contains 16653 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 3478 members 
Mstep: Class 13 contains 14631 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 27196 members 
Mstep: Class 16 contains 90387 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6274 members 
Mstep: Class 20 contains 53045 members 
Mstep: Class 21 contains 13376 members 
Mstep: Class 22 contains 2771 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -6.260612e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 18308 members 
Mstep: Class 3 contains 14401 members 
Mstep: Class 4 contains 59804 members 
Mstep: Class 5 contains 6766 members 
Mstep: Class 6 contains 80449 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 3117 members 
Mstep: Class 9 contains 16623 members 
Mstep: Class 10 contains 5404 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 3461 members 
Mstep: Class 13 contains 14724 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 27072 members 
Mstep: Class 16 contains 90188 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6303 members 
Mstep: Class 20 contains 55315 members 
Mstep: Class 21 contains 13432 members 
Mstep: Class 22 contains 2752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62606768.000000 Penalty: 47016.460938
Iteration 65Q: 23 clusters Score -6.260677e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 18216 members 
Mstep: Class 3 contains 14462 members 
Mstep: Class 4 contains 57766 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 80339 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 3096 members 
Mstep: Class 9 contains 16601 members 
Mstep: Class 10 contains 5380 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 13 contains 14798 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 26973 members 
Mstep: Class 16 contains 89954 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6311 members 
Mstep: Class 20 contains 57881 members 
Mstep: Class 21 contains 13488 members 
Mstep: Class 22 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62607052.000000 Penalty: 47016.460938
Iteration 66Q: 23 clusters Score -6.260705e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 18123 members 
Mstep: Class 3 contains 14497 members 
Mstep: Class 4 contains 55532 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 80266 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 3080 members 
Mstep: Class 9 contains 16587 members 
Mstep: Class 10 contains 5360 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 26870 members 
Mstep: Class 16 contains 89700 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6311 members 
Mstep: Class 20 contains 60684 members 
Mstep: Class 21 contains 13557 members 
Mstep: Class 22 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62607836.000000 Penalty: 47016.460938
Iteration 67Q: 23 clusters Score -6.260784e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82664 members 
Mstep: Class 2 contains 18033 members 
Mstep: Class 3 contains 14534 members 
Mstep: Class 4 contains 53060 members 
Mstep: Class 5 contains 6765 members 
Mstep: Class 6 contains 80166 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 16588 members 
Mstep: Class 10 contains 5345 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 3428 members 
Mstep: Class 13 contains 14842 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 26760 members 
Mstep: Class 16 contains 89405 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6307 members 
Mstep: Class 20 contains 63790 members 
Mstep: Class 21 contains 13618 members 
Mstep: Class 22 contains 2712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62608284.000000 Penalty: 47016.460938
Iteration 68Q: 23 clusters Score -6.260828e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 17953 members 
Mstep: Class 3 contains 14574 members 
Mstep: Class 4 contains 50316 members 
Mstep: Class 5 contains 6764 members 
Mstep: Class 6 contains 80088 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 16585 members 
Mstep: Class 10 contains 5354 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 12 contains 3422 members 
Mstep: Class 13 contains 14835 members 
Mstep: Class 14 contains 8612 members 
Mstep: Class 15 contains 26644 members 
Mstep: Class 16 contains 89091 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6289 members 
Mstep: Class 20 contains 67121 members 
Mstep: Class 21 contains 13685 members 
Mstep: Class 22 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62609044.000000 Penalty: 47016.460938
Iteration 69Q: 23 clusters Score -6.260904e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 17861 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 47407 members 
Mstep: Class 5 contains 6763 members 
Mstep: Class 6 contains 80030 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 16566 members 
Mstep: Class 10 contains 5357 members 
Mstep: Class 11 contains 2884 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 14799 members 
Mstep: Class 14 contains 8614 members 
Mstep: Class 15 contains 26487 members 
Mstep: Class 16 contains 88727 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6278 members 
Mstep: Class 20 contains 70660 members 
Mstep: Class 21 contains 13736 members 
Mstep: Class 22 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62610016.000000 Penalty: 47016.460938
Iteration 70Q: 23 clusters Score -6.261002e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82647 members 
Mstep: Class 2 contains 17785 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 4 contains 44270 members 
Mstep: Class 5 contains 6750 members 
Mstep: Class 6 contains 80027 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 3042 members 
Mstep: Class 9 contains 16546 members 
Mstep: Class 10 contains 5357 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 3405 members 
Mstep: Class 13 contains 14708 members 
Mstep: Class 14 contains 8613 members 
Mstep: Class 15 contains 26321 members 
Mstep: Class 16 contains 88301 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 74501 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 2682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62610312.000000 Penalty: 47016.460938
Iteration 71Q: 23 clusters Score -6.261031e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 17714 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 41173 members 
Mstep: Class 5 contains 6725 members 
Mstep: Class 6 contains 80037 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 16512 members 
Mstep: Class 10 contains 5364 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 3400 members 
Mstep: Class 13 contains 14567 members 
Mstep: Class 14 contains 8609 members 
Mstep: Class 15 contains 26147 members 
Mstep: Class 16 contains 87848 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6228 members 
Mstep: Class 20 contains 78410 members 
Mstep: Class 21 contains 13867 members 
Mstep: Class 22 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62611556.000000 Penalty: 47016.460938
Iteration 72Q: 23 clusters Score -6.261156e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82662 members 
Mstep: Class 2 contains 17652 members 
Mstep: Class 3 contains 14665 members 
Mstep: Class 4 contains 38514 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 80089 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 3019 members 
Mstep: Class 9 contains 16480 members 
Mstep: Class 10 contains 5356 members 
Mstep: Class 11 contains 2921 members 
Mstep: Class 12 contains 3396 members 
Mstep: Class 13 contains 14431 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 25964 members 
Mstep: Class 16 contains 87449 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6215 members 
Mstep: Class 20 contains 81837 members 
Mstep: Class 21 contains 13922 members 
Mstep: Class 22 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62611988.000000 Penalty: 47016.460938
Iteration 73Q: 23 clusters Score -6.261199e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 17590 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 4 contains 36557 members 
Mstep: Class 5 contains 6736 members 
Mstep: Class 6 contains 80139 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 16445 members 
Mstep: Class 10 contains 5353 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 12 contains 3392 members 
Mstep: Class 13 contains 14279 members 
Mstep: Class 14 contains 8606 members 
Mstep: Class 15 contains 25777 members 
Mstep: Class 16 contains 87193 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6208 members 
Mstep: Class 20 contains 84482 members 
Mstep: Class 21 contains 13972 members 
Mstep: Class 22 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62612328.000000 Penalty: 47016.460938
Iteration 74Q: 23 clusters Score -6.261233e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 17520 members 
Mstep: Class 3 contains 14660 members 
Mstep: Class 4 contains 35152 members 
Mstep: Class 5 contains 6721 members 
Mstep: Class 6 contains 80220 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 16394 members 
Mstep: Class 10 contains 5358 members 
Mstep: Class 11 contains 2934 members 
Mstep: Class 12 contains 3389 members 
Mstep: Class 13 contains 14174 members 
Mstep: Class 14 contains 8604 members 
Mstep: Class 15 contains 25622 members 
Mstep: Class 16 contains 87055 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6208 members 
Mstep: Class 20 contains 86390 members 
Mstep: Class 21 contains 14009 members 
Mstep: Class 22 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62613068.000000 Penalty: 47016.460938
Iteration 75Q: 23 clusters Score -6.261307e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 17440 members 
Mstep: Class 3 contains 14678 members 
Mstep: Class 4 contains 34199 members 
Mstep: Class 5 contains 6712 members 
Mstep: Class 6 contains 80294 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 16357 members 
Mstep: Class 10 contains 5373 members 
Mstep: Class 11 contains 2939 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 14074 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 25513 members 
Mstep: Class 16 contains 86963 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6209 members 
Mstep: Class 20 contains 87718 members 
Mstep: Class 21 contains 14041 members 
Mstep: Class 22 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62613576.000000 Penalty: 47016.460938
Iteration 76Q: 23 clusters Score -6.261358e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 17356 members 
Mstep: Class 3 contains 14724 members 
Mstep: Class 4 contains 33585 members 
Mstep: Class 5 contains 6707 members 
Mstep: Class 6 contains 80376 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 16326 members 
Mstep: Class 10 contains 5396 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 14011 members 
Mstep: Class 14 contains 8602 members 
Mstep: Class 15 contains 25425 members 
Mstep: Class 16 contains 86950 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6207 members 
Mstep: Class 20 contains 88503 members 
Mstep: Class 21 contains 14063 members 
Mstep: Class 22 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62613580.000000 Penalty: 47016.460938
Iteration 77Q: 23 clusters Score -6.261358e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 17276 members 
Mstep: Class 3 contains 14788 members 
Mstep: Class 4 contains 33172 members 
Mstep: Class 5 contains 6699 members 
Mstep: Class 6 contains 80444 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2960 members 
Mstep: Class 9 contains 16311 members 
Mstep: Class 10 contains 5408 members 
Mstep: Class 11 contains 2960 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 13946 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 25374 members 
Mstep: Class 16 contains 86950 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6204 members 
Mstep: Class 20 contains 89014 members 
Mstep: Class 21 contains 14077 members 
Mstep: Class 22 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62613620.000000 Penalty: 47016.460938
Iteration 78Q: 23 clusters Score -6.261362e+07 nChanged 1502
Entering ConstructFrom: 
Score: -62613620.000000 Penalty: 47016.460938
Entering ConstructFrom: 
Trying to split cluster 1 (82368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Entering Unmasked Estep 
Score: -10178435.000000 Penalty: 1839.329834
	Iteration 0F: 2 clusters Score -1.017844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -10127477.000000 Penalty: 3678.659668
	Iteration 0F: 3 clusters Score -1.012748e+07 nChanged 39169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -10150075.000000 Penalty: 3678.659668
	Iteration 1F: 3 clusters Score -1.015008e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -10150662.000000 Penalty: 3678.659668
	Iteration 2Q: 3 clusters Score -1.015066e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -10151581.000000 Penalty: 3678.659668
	Iteration 3Q: 3 clusters Score -1.015158e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -10152844.000000 Penalty: 3678.659668
	Iteration 4Q: 3 clusters Score -1.015284e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -10155071.000000 Penalty: 3678.659668
	Iteration 5F: 3 clusters Score -1.015507e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -10158608.000000 Penalty: 3678.659668
	Iteration 6F: 3 clusters Score -1.015861e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -10163590.000000 Penalty: 3678.659668
	Iteration 7F: 3 clusters Score -1.016359e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 72081 members 
Entering Unmasked Estep 
Score: -10168755.000000 Penalty: 3678.659668
	Iteration 8F: 3 clusters Score -1.016876e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -10172658.000000 Penalty: 3678.659668
	Iteration 9F: 3 clusters Score -1.017266e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 80223 members 
Entering Unmasked Estep 
Score: -10175066.000000 Penalty: 3678.659668
	Iteration 10Q: 3 clusters Score -1.017507e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -10176164.000000 Penalty: 3678.659668
	Iteration 11Q: 3 clusters Score -1.017616e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 81961 members 
Entering Unmasked Estep 
Score: -10176548.000000 Penalty: 3678.659668
	Iteration 12Q: 3 clusters Score -1.017655e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -10176700.000000 Penalty: 3678.659668
	Iteration 13Q: 3 clusters Score -1.01767e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 82157 members 
Entering Unmasked Estep 
Score: -10176768.000000 Penalty: 3678.659668
	Iteration 14Q: 3 clusters Score -1.017677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -10176811.000000 Penalty: 3678.659668
	Iteration 15Q: 3 clusters Score -1.017681e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 82181 members 
Entering Unmasked Estep 
Score: -10176817.000000 Penalty: 3678.659668
	Iteration 16Q: 3 clusters Score -1.017682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -10176844.000000 Penalty: 3678.659668
	Iteration 17Q: 3 clusters Score -1.017684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -10176861.000000 Penalty: 3678.659668
	Iteration 18Q: 3 clusters Score -1.017686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -10176863.000000 Penalty: 3678.659668
	Iteration 19Q: 3 clusters Score -1.017686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -10176862.000000 Penalty: 3678.659668
	Iteration 20F: 3 clusters Score -1.017686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Entering Unmasked Estep 
Score: -2145516.500000 Penalty: 1584.959106
	Iteration 0F: 2 clusters Score -2145516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2133829.500000 Penalty: 3169.918213
	Iteration 0F: 3 clusters Score -2133830 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2138016.750000 Penalty: 3169.918213
	Iteration 1F: 3 clusters Score -2138017 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2138301.500000 Penalty: 3169.918213
	Iteration 2Q: 3 clusters Score -2138302 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2138550.750000 Penalty: 3169.918213
	Iteration 3Q: 3 clusters Score -2138551 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2138821.000000 Penalty: 3169.918213
	Iteration 4Q: 3 clusters Score -2138821 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2139197.000000 Penalty: 3169.918213
	Iteration 5Q: 3 clusters Score -2139197 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2139757.750000 Penalty: 3169.918213
	Iteration 6F: 3 clusters Score -2139758 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2140589.250000 Penalty: 3169.918213
	Iteration 7F: 3 clusters Score -2140589 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2141746.750000 Penalty: 3169.918213
	Iteration 8F: 3 clusters Score -2141747 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2143032.750000 Penalty: 3169.918213
	Iteration 9F: 3 clusters Score -2143033 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2144052.500000 Penalty: 3169.918213
	Iteration 10F: 3 clusters Score -2144052 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2144606.250000 Penalty: 3169.918213
	Iteration 11Q: 3 clusters Score -2144606 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2144845.000000 Penalty: 3169.918213
	Iteration 12Q: 3 clusters Score -2144845 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2144971.500000 Penalty: 3169.918213
	Iteration 13Q: 3 clusters Score -2144972 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2145044.500000 Penalty: 3169.918213
	Iteration 14Q: 3 clusters Score -2145044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2145086.750000 Penalty: 3169.918213
	Iteration 15Q: 3 clusters Score -2145087 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2145112.750000 Penalty: 3169.918213
	Iteration 16Q: 3 clusters Score -2145113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2145125.000000 Penalty: 3169.918213
	Iteration 17Q: 3 clusters Score -2145125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2145124.750000 Penalty: 3169.918213
	Iteration 18Q: 3 clusters Score -2145125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2145127.500000 Penalty: 3169.918213
	Iteration 19Q: 3 clusters Score -2145128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2145132.250000 Penalty: 3169.918213
	Iteration 20F: 3 clusters Score -2145132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2145128.500000 Penalty: 3169.918213
	Iteration 21Q: 3 clusters Score -2145128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2145126.750000 Penalty: 3169.918213
	Iteration 22Q: 3 clusters Score -2145127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2145125.250000 Penalty: 3169.918213
	Iteration 23Q: 3 clusters Score -2145125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2145127.000000 Penalty: 3169.918213
	Iteration 24Q: 3 clusters Score -2145127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2145128.750000 Penalty: 3169.918213
	Iteration 25Q: 3 clusters Score -2145129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2145130.750000 Penalty: 3169.918213
	Iteration 26Q: 3 clusters Score -2145131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2145130.250000 Penalty: 3169.918213
	Iteration 27Q: 3 clusters Score -2145130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2145129.750000 Penalty: 3169.918213
	Iteration 28Q: 3 clusters Score -2145130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2145132.750000 Penalty: 3169.918213
	Iteration 29Q: 3 clusters Score -2145133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2145132.250000 Penalty: 3169.918213
	Iteration 30Q: 3 clusters Score -2145132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2145131.750000 Penalty: 3169.918213
	Iteration 31Q: 3 clusters Score -2145132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2145134.750000 Penalty: 3169.918213
	Iteration 32Q: 3 clusters Score -2145135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2145135.250000 Penalty: 3169.918213
	Iteration 33Q: 3 clusters Score -2145135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2145135.250000 Penalty: 3169.918213
	Iteration 34F: 3 clusters Score -2145135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Entering Unmasked Estep 
Score: -1865481.625000 Penalty: 1561.000854
	Iteration 0F: 2 clusters Score -1865482 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 7321 members 
Entering Unmasked Estep 
Score: -1855183.125000 Penalty: 3122.001709
	Iteration 0F: 3 clusters Score -1855183 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1858719.625000 Penalty: 3122.001709
	Iteration 1F: 3 clusters Score -1858720 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1859060.125000 Penalty: 3122.001709
	Iteration 2F: 3 clusters Score -1859060 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1859417.125000 Penalty: 3122.001709
	Iteration 3F: 3 clusters Score -1859417 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1859785.750000 Penalty: 3122.001709
	Iteration 4Q: 3 clusters Score -1859786 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1860259.250000 Penalty: 3122.001709
	Iteration 5F: 3 clusters Score -1860259 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1860918.375000 Penalty: 3122.001709
	Iteration 6F: 3 clusters Score -1860918 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1861712.625000 Penalty: 3122.001709
	Iteration 7F: 3 clusters Score -1861713 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1862499.625000 Penalty: 3122.001709
	Iteration 8F: 3 clusters Score -1862500 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1863131.875000 Penalty: 3122.001709
	Iteration 9Q: 3 clusters Score -1863132 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1863573.625000 Penalty: 3122.001709
	Iteration 10Q: 3 clusters Score -1863574 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1863830.250000 Penalty: 3122.001709
	Iteration 11Q: 3 clusters Score -1863830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1863960.750000 Penalty: 3122.001709
	Iteration 12Q: 3 clusters Score -1863961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1864012.875000 Penalty: 3122.001709
	Iteration 13Q: 3 clusters Score -1864013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1864062.875000 Penalty: 3122.001709
	Iteration 14Q: 3 clusters Score -1864063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1864079.750000 Penalty: 3122.001709
	Iteration 15Q: 3 clusters Score -1864080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1864086.500000 Penalty: 3122.001709
	Iteration 16Q: 3 clusters Score -1864086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1864092.250000 Penalty: 3122.001709
	Iteration 17Q: 3 clusters Score -1864092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1864094.250000 Penalty: 3122.001709
	Iteration 18Q: 3 clusters Score -1864094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1864099.750000 Penalty: 3122.001709
	Iteration 19Q: 3 clusters Score -1864100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1864099.625000 Penalty: 3122.001709
	Iteration 20F: 3 clusters Score -1864100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Entering Unmasked Estep 
Score: -4113478.250000 Penalty: 1690.085938
	Iteration 0F: 2 clusters Score -4113478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -4091268.500000 Penalty: 3380.171875
	Iteration 0F: 3 clusters Score -4091268 nChanged 15275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -4099727.500000 Penalty: 3380.171875
	Iteration 1F: 3 clusters Score -4099728 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -4100099.750000 Penalty: 3380.171875
	Iteration 2Q: 3 clusters Score -4100100 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -4100498.000000 Penalty: 3380.171875
	Iteration 3Q: 3 clusters Score -4100498 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -4101050.000000 Penalty: 3380.171875
	Iteration 4Q: 3 clusters Score -4101050 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -4101829.750000 Penalty: 3380.171875
	Iteration 5F: 3 clusters Score -4101830 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -4103163.750000 Penalty: 3380.171875
	Iteration 6F: 3 clusters Score -4103164 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -4104954.000000 Penalty: 3380.171875
	Iteration 7F: 3 clusters Score -4104954 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -4107139.750000 Penalty: 3380.171875
	Iteration 8F: 3 clusters Score -4107140 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4109248.000000 Penalty: 3380.171875
	Iteration 9F: 3 clusters Score -4109248 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4110624.250000 Penalty: 3380.171875
	Iteration 10Q: 3 clusters Score -4110624 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4111406.250000 Penalty: 3380.171875
	Iteration 11Q: 3 clusters Score -4111406 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4111705.500000 Penalty: 3380.171875
	Iteration 12Q: 3 clusters Score -4111706 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4111832.250000 Penalty: 3380.171875
	Iteration 13Q: 3 clusters Score -4111832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4111890.000000 Penalty: 3380.171875
	Iteration 14Q: 3 clusters Score -4111890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4111927.000000 Penalty: 3380.171875
	Iteration 15Q: 3 clusters Score -4111927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4111951.500000 Penalty: 3380.171875
	Iteration 16Q: 3 clusters Score -4111952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4111954.250000 Penalty: 3380.171875
	Iteration 17Q: 3 clusters Score -4111954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4111959.250000 Penalty: 3380.171875
	Iteration 18Q: 3 clusters Score -4111959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4111966.500000 Penalty: 3380.171875
	Iteration 19Q: 3 clusters Score -4111966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4111967.250000 Penalty: 3380.171875
	Iteration 20F: 3 clusters Score -4111967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4111976.750000 Penalty: 3380.171875
	Iteration 21Q: 3 clusters Score -4111977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4111983.750000 Penalty: 3380.171875
	Iteration 22Q: 3 clusters Score -4111984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4111995.250000 Penalty: 3380.171875
	Iteration 23Q: 3 clusters Score -4111995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4111998.750000 Penalty: 3380.171875
	Iteration 24Q: 3 clusters Score -4111999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4112001.750000 Penalty: 3380.171875
	Iteration 25Q: 3 clusters Score -4112002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4112003.750000 Penalty: 3380.171875
	Iteration 26Q: 3 clusters Score -4112004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4112004.750000 Penalty: 3380.171875
	Iteration 27Q: 3 clusters Score -4112005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4112001.250000 Penalty: 3380.171875
	Iteration 28Q: 3 clusters Score -4112001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4112010.000000 Penalty: 3380.171875
	Iteration 29Q: 3 clusters Score -4112010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4112010.000000 Penalty: 3380.171875
	Iteration 30F: 3 clusters Score -4112010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Entering Unmasked Estep 
Score: -790185.500000 Penalty: 1431.384277
	Iteration 0F: 2 clusters Score -790185.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -785173.000000 Penalty: 2862.768555
	Iteration 0F: 3 clusters Score -785173 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -786667.500000 Penalty: 2862.768555
	Iteration 1F: 3 clusters Score -786667.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -786908.375000 Penalty: 2862.768555
	Iteration 2F: 3 clusters Score -786908.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -787109.062500 Penalty: 2862.768555
	Iteration 3F: 3 clusters Score -787109.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -787273.500000 Penalty: 2862.768555
	Iteration 4Q: 3 clusters Score -787273.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -787432.937500 Penalty: 2862.768555
	Iteration 5Q: 3 clusters Score -787432.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -787586.437500 Penalty: 2862.768555
	Iteration 6Q: 3 clusters Score -787586.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -787746.187500 Penalty: 2862.768555
	Iteration 7Q: 3 clusters Score -787746.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -787912.375000 Penalty: 2862.768555
	Iteration 8Q: 3 clusters Score -787912.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -788113.375000 Penalty: 2862.768555
	Iteration 9Q: 3 clusters Score -788113.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -788309.562500 Penalty: 2862.768555
	Iteration 10Q: 3 clusters Score -788309.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -788488.500000 Penalty: 2862.768555
	Iteration 11Q: 3 clusters Score -788488.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -788633.625000 Penalty: 2862.768555
	Iteration 12Q: 3 clusters Score -788633.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -788731.000000 Penalty: 2862.768555
	Iteration 13Q: 3 clusters Score -788731 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -788802.375000 Penalty: 2862.768555
	Iteration 14Q: 3 clusters Score -788802.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -788868.937500 Penalty: 2862.768555
	Iteration 15Q: 3 clusters Score -788868.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -788929.062500 Penalty: 2862.768555
	Iteration 16Q: 3 clusters Score -788929.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -788956.812500 Penalty: 2862.768555
	Iteration 17Q: 3 clusters Score -788956.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -788974.687500 Penalty: 2862.768555
	Iteration 18Q: 3 clusters Score -788974.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -788988.625000 Penalty: 2862.768555
	Iteration 19Q: 3 clusters Score -788988.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -788996.625000 Penalty: 2862.768555
	Iteration 20F: 3 clusters Score -788996.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -789005.812500 Penalty: 2862.768555
	Iteration 21Q: 3 clusters Score -789005.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -789015.812500 Penalty: 2862.768555
	Iteration 22Q: 3 clusters Score -789015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -789022.687500 Penalty: 2862.768555
	Iteration 23Q: 3 clusters Score -789022.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -789030.687500 Penalty: 2862.768555
	Iteration 24Q: 3 clusters Score -789030.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -789035.937500 Penalty: 2862.768555
	Iteration 25Q: 3 clusters Score -789035.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -789041.000000 Penalty: 2862.768555
	Iteration 26Q: 3 clusters Score -789041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -789044.062500 Penalty: 2862.768555
	Iteration 27Q: 3 clusters Score -789044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -789045.000000 Penalty: 2862.768555
	Iteration 28Q: 3 clusters Score -789045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -789045.000000 Penalty: 2862.768555
	Iteration 29F: 3 clusters Score -789045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80515 members 
Entering Unmasked Estep 
Score: -10129496.000000 Penalty: 1835.632324
	Iteration 0F: 2 clusters Score -1.01295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -10079546.000000 Penalty: 3671.264648
	Iteration 0F: 3 clusters Score -1.007955e+07 nChanged 38307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -10101497.000000 Penalty: 3671.264648
	Iteration 1F: 3 clusters Score -1.01015e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -10102403.000000 Penalty: 3671.264648
	Iteration 2Q: 3 clusters Score -1.01024e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -10103888.000000 Penalty: 3671.264648
	Iteration 3Q: 3 clusters Score -1.010389e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -10106202.000000 Penalty: 3671.264648
	Iteration 4F: 3 clusters Score -1.01062e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -10110270.000000 Penalty: 3671.264648
	Iteration 5F: 3 clusters Score -1.011027e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -10115724.000000 Penalty: 3671.264648
	Iteration 6F: 3 clusters Score -1.011572e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -10121109.000000 Penalty: 3671.264648
	Iteration 7F: 3 clusters Score -1.012111e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -10124613.000000 Penalty: 3671.264648
	Iteration 8F: 3 clusters Score -1.012461e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 78764 members 
Entering Unmasked Estep 
Score: -10126423.000000 Penalty: 3671.264648
	Iteration 9Q: 3 clusters Score -1.012642e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -10127221.000000 Penalty: 3671.264648
	Iteration 10Q: 3 clusters Score -1.012722e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 80104 members 
Entering Unmasked Estep 
Score: -10127600.000000 Penalty: 3671.264648
	Iteration 11Q: 3 clusters Score -1.01276e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 80238 members 
Entering Unmasked Estep 
Score: -10127758.000000 Penalty: 3671.264648
	Iteration 12Q: 3 clusters Score -1.012776e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 80281 members 
Entering Unmasked Estep 
Score: -10127826.000000 Penalty: 3671.264648
	Iteration 13Q: 3 clusters Score -1.012783e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 80300 members 
Entering Unmasked Estep 
Score: -10127856.000000 Penalty: 3671.264648
	Iteration 14Q: 3 clusters Score -1.012786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 80307 members 
Entering Unmasked Estep 
Score: -10127866.000000 Penalty: 3671.264648
	Iteration 15Q: 3 clusters Score -1.012787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 80312 members 
Entering Unmasked Estep 
Score: -10127870.000000 Penalty: 3671.264648
	Iteration 16Q: 3 clusters Score -1.012787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -10127873.000000 Penalty: 3671.264648
	Iteration 17Q: 3 clusters Score -1.012787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -10127890.000000 Penalty: 3671.264648
	Iteration 18Q: 3 clusters Score -1.012789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -10127888.000000 Penalty: 3671.264648
	Iteration 19Q: 3 clusters Score -1.012789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -10127888.000000 Penalty: 3671.264648
	Iteration 20F: 3 clusters Score -1.012789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -194484.062500 Penalty: 1198.275269
	Iteration 0F: 2 clusters Score -194484.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -192646.765625 Penalty: 2396.550537
	Iteration 0F: 3 clusters Score -192646.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -192991.390625 Penalty: 2396.550537
	Iteration 1F: 3 clusters Score -192991.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -193062.765625 Penalty: 2396.550537
	Iteration 2F: 3 clusters Score -193062.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -193118.640625 Penalty: 2396.550537
	Iteration 3Q: 3 clusters Score -193118.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -193164.625000 Penalty: 2396.550537
	Iteration 4Q: 3 clusters Score -193164.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -193192.421875 Penalty: 2396.550537
	Iteration 5Q: 3 clusters Score -193192.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -193211.640625 Penalty: 2396.550537
	Iteration 6Q: 3 clusters Score -193211.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -193224.171875 Penalty: 2396.550537
	Iteration 7Q: 3 clusters Score -193224.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -193233.953125 Penalty: 2396.550537
	Iteration 8Q: 3 clusters Score -193234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -193238.781250 Penalty: 2396.550537
	Iteration 9Q: 3 clusters Score -193238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -193245.609375 Penalty: 2396.550537
	Iteration 10Q: 3 clusters Score -193245.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -193249.765625 Penalty: 2396.550537
	Iteration 11Q: 3 clusters Score -193249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -193251.750000 Penalty: 2396.550537
	Iteration 12Q: 3 clusters Score -193251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -193251.968750 Penalty: 2396.550537
	Iteration 13Q: 3 clusters Score -193252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -193251.968750 Penalty: 2396.550537
	Iteration 14F: 3 clusters Score -193252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Entering Unmasked Estep 
Score: -362159.062500 Penalty: 1298.578735
	Iteration 0F: 2 clusters Score -362159.1 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 1457 members 
Entering Unmasked Estep 
Score: -359428.437500 Penalty: 2597.157471
	Iteration 0F: 3 clusters Score -359428.4 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -360182.625000 Penalty: 2597.157471
	Iteration 1F: 3 clusters Score -360182.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -360418.875000 Penalty: 2597.157471
	Iteration 2F: 3 clusters Score -360418.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -360619.656250 Penalty: 2597.157471
	Iteration 3F: 3 clusters Score -360619.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -360795.343750 Penalty: 2597.157471
	Iteration 4F: 3 clusters Score -360795.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -360965.562500 Penalty: 2597.157471
	Iteration 5F: 3 clusters Score -360965.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -361117.312500 Penalty: 2597.157471
	Iteration 6F: 3 clusters Score -361117.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -361209.812500 Penalty: 2597.157471
	Iteration 7Q: 3 clusters Score -361209.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -361275.250000 Penalty: 2597.157471
	Iteration 8Q: 3 clusters Score -361275.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -361342.093750 Penalty: 2597.157471
	Iteration 9Q: 3 clusters Score -361342.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -361387.156250 Penalty: 2597.157471
	Iteration 10Q: 3 clusters Score -361387.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -361408.937500 Penalty: 2597.157471
	Iteration 11Q: 3 clusters Score -361408.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -361429.375000 Penalty: 2597.157471
	Iteration 12Q: 3 clusters Score -361429.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -361439.531250 Penalty: 2597.157471
	Iteration 13Q: 3 clusters Score -361439.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -361442.656250 Penalty: 2597.157471
	Iteration 14Q: 3 clusters Score -361442.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -361445.062500 Penalty: 2597.157471
	Iteration 15Q: 3 clusters Score -361445.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -361447.968750 Penalty: 2597.157471
	Iteration 16Q: 3 clusters Score -361448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -361450.750000 Penalty: 2597.157471
	Iteration 17Q: 3 clusters Score -361450.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -361452.562500 Penalty: 2597.157471
	Iteration 18Q: 3 clusters Score -361452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -361454.437500 Penalty: 2597.157471
	Iteration 19Q: 3 clusters Score -361454.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -361455.062500 Penalty: 2597.157471
	Iteration 20F: 3 clusters Score -361455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -361455.093750 Penalty: 2597.157471
	Iteration 21Q: 3 clusters Score -361455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -361455.531250 Penalty: 2597.157471
	Iteration 22Q: 3 clusters Score -361455.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -361455.718750 Penalty: 2597.157471
	Iteration 23Q: 3 clusters Score -361455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -361455.718750 Penalty: 2597.157471
	Iteration 24F: 3 clusters Score -361455.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Entering Unmasked Estep 
Score: -2048545.875000 Penalty: 1575.895142
	Iteration 0F: 2 clusters Score -2048546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2037417.500000 Penalty: 3151.790283
	Iteration 0F: 3 clusters Score -2037418 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2041326.875000 Penalty: 3151.790283
	Iteration 1F: 3 clusters Score -2041327 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2041668.625000 Penalty: 3151.790283
	Iteration 2F: 3 clusters Score -2041669 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2042006.750000 Penalty: 3151.790283
	Iteration 3F: 3 clusters Score -2042007 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2042373.250000 Penalty: 3151.790283
	Iteration 4Q: 3 clusters Score -2042373 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2042816.875000 Penalty: 3151.790283
	Iteration 5F: 3 clusters Score -2042817 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2043372.500000 Penalty: 3151.790283
	Iteration 6F: 3 clusters Score -2043372 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2044069.000000 Penalty: 3151.790283
	Iteration 7F: 3 clusters Score -2044069 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2044827.000000 Penalty: 3151.790283
	Iteration 8F: 3 clusters Score -2044827 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2045534.000000 Penalty: 3151.790283
	Iteration 9F: 3 clusters Score -2045534 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2046079.000000 Penalty: 3151.790283
	Iteration 10Q: 3 clusters Score -2046079 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2046474.625000 Penalty: 3151.790283
	Iteration 11Q: 3 clusters Score -2046475 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2046750.625000 Penalty: 3151.790283
	Iteration 12Q: 3 clusters Score -2046751 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2046914.750000 Penalty: 3151.790283
	Iteration 13Q: 3 clusters Score -2046915 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2047013.125000 Penalty: 3151.790283
	Iteration 14Q: 3 clusters Score -2047013 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2047077.500000 Penalty: 3151.790283
	Iteration 15Q: 3 clusters Score -2047078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2047116.000000 Penalty: 3151.790283
	Iteration 16Q: 3 clusters Score -2047116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2047138.625000 Penalty: 3151.790283
	Iteration 17Q: 3 clusters Score -2047139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2047164.500000 Penalty: 3151.790283
	Iteration 18Q: 3 clusters Score -2047164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2047172.875000 Penalty: 3151.790283
	Iteration 19Q: 3 clusters Score -2047173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2047182.250000 Penalty: 3151.790283
	Iteration 20F: 3 clusters Score -2047182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2047181.500000 Penalty: 3151.790283
	Iteration 21Q: 3 clusters Score -2047182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2047189.125000 Penalty: 3151.790283
	Iteration 22Q: 3 clusters Score -2047189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2047192.000000 Penalty: 3151.790283
	Iteration 23Q: 3 clusters Score -2047192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2047194.375000 Penalty: 3151.790283
	Iteration 24Q: 3 clusters Score -2047194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2047197.000000 Penalty: 3151.790283
	Iteration 25Q: 3 clusters Score -2047197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2047198.000000 Penalty: 3151.790283
	Iteration 26Q: 3 clusters Score -2047198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2047202.500000 Penalty: 3151.790283
	Iteration 27Q: 3 clusters Score -2047202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2047205.625000 Penalty: 3151.790283
	Iteration 28Q: 3 clusters Score -2047206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2047208.125000 Penalty: 3151.790283
	Iteration 29Q: 3 clusters Score -2047208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2047208.125000 Penalty: 3151.790283
	Iteration 30F: 3 clusters Score -2047208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Entering Unmasked Estep 
Score: -639832.750000 Penalty: 1397.360596
	Iteration 0F: 2 clusters Score -639832.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -635622.312500 Penalty: 2794.721191
	Iteration 0F: 3 clusters Score -635622.3 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -636833.062500 Penalty: 2794.721191
	Iteration 1F: 3 clusters Score -636833.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -636997.562500 Penalty: 2794.721191
	Iteration 2F: 3 clusters Score -636997.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -637100.812500 Penalty: 2794.721191
	Iteration 3Q: 3 clusters Score -637100.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -637200.937500 Penalty: 2794.721191
	Iteration 4Q: 3 clusters Score -637200.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -637269.312500 Penalty: 2794.721191
	Iteration 5Q: 3 clusters Score -637269.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -637329.312500 Penalty: 2794.721191
	Iteration 6Q: 3 clusters Score -637329.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -637371.750000 Penalty: 2794.721191
	Iteration 7Q: 3 clusters Score -637371.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -637404.375000 Penalty: 2794.721191
	Iteration 8Q: 3 clusters Score -637404.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -637428.937500 Penalty: 2794.721191
	Iteration 9Q: 3 clusters Score -637428.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -637448.437500 Penalty: 2794.721191
	Iteration 10Q: 3 clusters Score -637448.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -637466.875000 Penalty: 2794.721191
	Iteration 11Q: 3 clusters Score -637466.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -637482.750000 Penalty: 2794.721191
	Iteration 12Q: 3 clusters Score -637482.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -637501.000000 Penalty: 2794.721191
	Iteration 13Q: 3 clusters Score -637501 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -637517.250000 Penalty: 2794.721191
	Iteration 14Q: 3 clusters Score -637517.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -637534.812500 Penalty: 2794.721191
	Iteration 15Q: 3 clusters Score -637534.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -637550.937500 Penalty: 2794.721191
	Iteration 16Q: 3 clusters Score -637550.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -637565.625000 Penalty: 2794.721191
	Iteration 17Q: 3 clusters Score -637565.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -637585.375000 Penalty: 2794.721191
	Iteration 18Q: 3 clusters Score -637585.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -637603.812500 Penalty: 2794.721191
	Iteration 19Q: 3 clusters Score -637603.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -637625.875000 Penalty: 2794.721191
	Iteration 20F: 3 clusters Score -637625.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -637650.750000 Penalty: 2794.721191
	Iteration 21Q: 3 clusters Score -637650.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -637673.250000 Penalty: 2794.721191
	Iteration 22Q: 3 clusters Score -637673.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -637689.687500 Penalty: 2794.721191
	Iteration 23Q: 3 clusters Score -637689.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -637708.500000 Penalty: 2794.721191
	Iteration 24Q: 3 clusters Score -637708.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -637725.812500 Penalty: 2794.721191
	Iteration 25Q: 3 clusters Score -637725.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -637743.937500 Penalty: 2794.721191
	Iteration 26Q: 3 clusters Score -637743.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -637766.937500 Penalty: 2794.721191
	Iteration 27Q: 3 clusters Score -637766.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -637799.187500 Penalty: 2794.721191
	Iteration 28Q: 3 clusters Score -637799.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -637827.875000 Penalty: 2794.721191
	Iteration 29Q: 3 clusters Score -637827.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -637858.562500 Penalty: 2794.721191
	Iteration 30Q: 3 clusters Score -637858.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -637903.812500 Penalty: 2794.721191
	Iteration 31Q: 3 clusters Score -637903.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -637953.625000 Penalty: 2794.721191
	Iteration 32Q: 3 clusters Score -637953.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -638008.875000 Penalty: 2794.721191
	Iteration 33Q: 3 clusters Score -638008.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -638055.500000 Penalty: 2794.721191
	Iteration 34Q: 3 clusters Score -638055.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -638106.125000 Penalty: 2794.721191
	Iteration 35Q: 3 clusters Score -638106.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -638159.375000 Penalty: 2794.721191
	Iteration 36Q: 3 clusters Score -638159.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -638207.625000 Penalty: 2794.721191
	Iteration 37Q: 3 clusters Score -638207.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -638243.250000 Penalty: 2794.721191
	Iteration 38Q: 3 clusters Score -638243.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -638275.562500 Penalty: 2794.721191
	Iteration 39Q: 3 clusters Score -638275.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -638300.187500 Penalty: 2794.721191
	Iteration 40F: 3 clusters Score -638300.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -638316.187500 Penalty: 2794.721191
	Iteration 41Q: 3 clusters Score -638316.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -638333.875000 Penalty: 2794.721191
	Iteration 42Q: 3 clusters Score -638333.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -638346.250000 Penalty: 2794.721191
	Iteration 43Q: 3 clusters Score -638346.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -638359.625000 Penalty: 2794.721191
	Iteration 44Q: 3 clusters Score -638359.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -638372.125000 Penalty: 2794.721191
	Iteration 45Q: 3 clusters Score -638372.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -638384.375000 Penalty: 2794.721191
	Iteration 46Q: 3 clusters Score -638384.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -638394.375000 Penalty: 2794.721191
	Iteration 47Q: 3 clusters Score -638394.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -638405.500000 Penalty: 2794.721191
	Iteration 48Q: 3 clusters Score -638405.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -638413.312500 Penalty: 2794.721191
	Iteration 49Q: 3 clusters Score -638413.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -638419.937500 Penalty: 2794.721191
	Iteration 50Q: 3 clusters Score -638419.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -638427.187500 Penalty: 2794.721191
	Iteration 51Q: 3 clusters Score -638427.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -638436.937500 Penalty: 2794.721191
	Iteration 52Q: 3 clusters Score -638436.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -638451.687500 Penalty: 2794.721191
	Iteration 53Q: 3 clusters Score -638451.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -638461.500000 Penalty: 2794.721191
	Iteration 54Q: 3 clusters Score -638461.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -638469.062500 Penalty: 2794.721191
	Iteration 55Q: 3 clusters Score -638469.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -638481.250000 Penalty: 2794.721191
	Iteration 56Q: 3 clusters Score -638481.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -638496.687500 Penalty: 2794.721191
	Iteration 57Q: 3 clusters Score -638496.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -638514.812500 Penalty: 2794.721191
	Iteration 58Q: 3 clusters Score -638514.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -638534.687500 Penalty: 2794.721191
	Iteration 59Q: 3 clusters Score -638534.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -638554.687500 Penalty: 2794.721191
	Iteration 60F: 3 clusters Score -638554.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -638566.875000 Penalty: 2794.721191
	Iteration 61Q: 3 clusters Score -638566.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -638580.000000 Penalty: 2794.721191
	Iteration 62Q: 3 clusters Score -638580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -638592.437500 Penalty: 2794.721191
	Iteration 63Q: 3 clusters Score -638592.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -638606.500000 Penalty: 2794.721191
	Iteration 64Q: 3 clusters Score -638606.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -638620.312500 Penalty: 2794.721191
	Iteration 65Q: 3 clusters Score -638620.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -638634.500000 Penalty: 2794.721191
	Iteration 66Q: 3 clusters Score -638634.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -638640.562500 Penalty: 2794.721191
	Iteration 67Q: 3 clusters Score -638640.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -638649.687500 Penalty: 2794.721191
	Iteration 68Q: 3 clusters Score -638649.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -638657.750000 Penalty: 2794.721191
	Iteration 69Q: 3 clusters Score -638657.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -638665.125000 Penalty: 2794.721191
	Iteration 70Q: 3 clusters Score -638665.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -638666.000000 Penalty: 2794.721191
	Iteration 71Q: 3 clusters Score -638666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -638666.250000 Penalty: 2794.721191
	Iteration 72Q: 3 clusters Score -638666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -638667.437500 Penalty: 2794.721191
	Iteration 73Q: 3 clusters Score -638667.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -638669.437500 Penalty: 2794.721191
	Iteration 74Q: 3 clusters Score -638669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -638669.812500 Penalty: 2794.721191
	Iteration 75Q: 3 clusters Score -638669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -638669.812500 Penalty: 2794.721191
	Iteration 76F: 3 clusters Score -638669.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -366570.562500 Penalty: 1299.401611
	Iteration 0F: 2 clusters Score -366570.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -363833.125000 Penalty: 2598.803223
	Iteration 0F: 3 clusters Score -363833.1 nChanged 1146
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: -364476.062500 Penalty: 2598.803223
	Iteration 1F: 3 clusters Score -364476.1 nChanged 231
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: -364613.000000 Penalty: 2598.803223
	Iteration 2F: 3 clusters Score -364613 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -364694.718750 Penalty: 2598.803223
	Iteration 3F: 3 clusters Score -364694.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -364759.625000 Penalty: 2598.803223
	Iteration 4Q: 3 clusters Score -364759.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -364820.312500 Penalty: 2598.803223
	Iteration 5Q: 3 clusters Score -364820.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -364871.656250 Penalty: 2598.803223
	Iteration 6Q: 3 clusters Score -364871.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -364921.906250 Penalty: 2598.803223
	Iteration 7Q: 3 clusters Score -364921.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -364975.406250 Penalty: 2598.803223
	Iteration 8Q: 3 clusters Score -364975.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -365013.687500 Penalty: 2598.803223
	Iteration 9Q: 3 clusters Score -365013.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -365043.593750 Penalty: 2598.803223
	Iteration 10Q: 3 clusters Score -365043.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -365066.812500 Penalty: 2598.803223
	Iteration 11Q: 3 clusters Score -365066.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -365087.687500 Penalty: 2598.803223
	Iteration 12Q: 3 clusters Score -365087.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -365105.906250 Penalty: 2598.803223
	Iteration 13Q: 3 clusters Score -365105.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -365126.156250 Penalty: 2598.803223
	Iteration 14Q: 3 clusters Score -365126.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -365145.531250 Penalty: 2598.803223
	Iteration 15Q: 3 clusters Score -365145.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -365160.625000 Penalty: 2598.803223
	Iteration 16Q: 3 clusters Score -365160.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -365175.375000 Penalty: 2598.803223
	Iteration 17Q: 3 clusters Score -365175.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -365187.375000 Penalty: 2598.803223
	Iteration 18Q: 3 clusters Score -365187.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -365206.187500 Penalty: 2598.803223
	Iteration 19Q: 3 clusters Score -365206.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -365236.187500 Penalty: 2598.803223
	Iteration 20F: 3 clusters Score -365236.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -365263.437500 Penalty: 2598.803223
	Iteration 21Q: 3 clusters Score -365263.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -365283.125000 Penalty: 2598.803223
	Iteration 22Q: 3 clusters Score -365283.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -365298.562500 Penalty: 2598.803223
	Iteration 23Q: 3 clusters Score -365298.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -365308.000000 Penalty: 2598.803223
	Iteration 24Q: 3 clusters Score -365308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -365314.656250 Penalty: 2598.803223
	Iteration 25Q: 3 clusters Score -365314.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -365321.281250 Penalty: 2598.803223
	Iteration 26Q: 3 clusters Score -365321.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -365326.687500 Penalty: 2598.803223
	Iteration 27Q: 3 clusters Score -365326.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -365332.343750 Penalty: 2598.803223
	Iteration 28Q: 3 clusters Score -365332.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -365337.375000 Penalty: 2598.803223
	Iteration 29Q: 3 clusters Score -365337.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -365343.750000 Penalty: 2598.803223
	Iteration 30Q: 3 clusters Score -365343.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -365351.718750 Penalty: 2598.803223
	Iteration 31Q: 3 clusters Score -365351.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -365363.968750 Penalty: 2598.803223
	Iteration 32Q: 3 clusters Score -365364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -365374.968750 Penalty: 2598.803223
	Iteration 33Q: 3 clusters Score -365375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -365384.687500 Penalty: 2598.803223
	Iteration 34Q: 3 clusters Score -365384.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -365388.000000 Penalty: 2598.803223
	Iteration 35Q: 3 clusters Score -365388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -365394.593750 Penalty: 2598.803223
	Iteration 36Q: 3 clusters Score -365394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -365401.875000 Penalty: 2598.803223
	Iteration 37Q: 3 clusters Score -365401.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -365406.156250 Penalty: 2598.803223
	Iteration 38Q: 3 clusters Score -365406.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -365410.906250 Penalty: 2598.803223
	Iteration 39Q: 3 clusters Score -365410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -365417.281250 Penalty: 2598.803223
	Iteration 40F: 3 clusters Score -365417.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -365422.843750 Penalty: 2598.803223
	Iteration 41Q: 3 clusters Score -365422.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -365428.437500 Penalty: 2598.803223
	Iteration 42Q: 3 clusters Score -365428.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -365440.875000 Penalty: 2598.803223
	Iteration 43Q: 3 clusters Score -365440.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -365446.875000 Penalty: 2598.803223
	Iteration 44Q: 3 clusters Score -365446.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -365451.937500 Penalty: 2598.803223
	Iteration 45Q: 3 clusters Score -365451.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -365456.062500 Penalty: 2598.803223
	Iteration 46Q: 3 clusters Score -365456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -365458.281250 Penalty: 2598.803223
	Iteration 47Q: 3 clusters Score -365458.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -365460.000000 Penalty: 2598.803223
	Iteration 48Q: 3 clusters Score -365460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -365460.281250 Penalty: 2598.803223
	Iteration 49Q: 3 clusters Score -365460.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -365460.656250 Penalty: 2598.803223
	Iteration 50Q: 3 clusters Score -365460.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -365460.656250 Penalty: 2598.803223
	Iteration 51F: 3 clusters Score -365460.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -406984.000000 Penalty: 1320.318848
	Iteration 0F: 2 clusters Score -406984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -403999.218750 Penalty: 2640.637695
	Iteration 0F: 3 clusters Score -403999.2 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -404724.718750 Penalty: 2640.637695
	Iteration 1F: 3 clusters Score -404724.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -404850.625000 Penalty: 2640.637695
	Iteration 2F: 3 clusters Score -404850.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -404921.343750 Penalty: 2640.637695
	Iteration 3Q: 3 clusters Score -404921.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -404967.250000 Penalty: 2640.637695
	Iteration 4Q: 3 clusters Score -404967.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -405005.906250 Penalty: 2640.637695
	Iteration 5Q: 3 clusters Score -405005.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -405037.656250 Penalty: 2640.637695
	Iteration 6Q: 3 clusters Score -405037.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -405056.812500 Penalty: 2640.637695
	Iteration 7Q: 3 clusters Score -405056.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -405074.093750 Penalty: 2640.637695
	Iteration 8Q: 3 clusters Score -405074.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -405085.531250 Penalty: 2640.637695
	Iteration 9Q: 3 clusters Score -405085.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -405094.937500 Penalty: 2640.637695
	Iteration 10Q: 3 clusters Score -405094.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -405102.656250 Penalty: 2640.637695
	Iteration 11Q: 3 clusters Score -405102.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -405111.843750 Penalty: 2640.637695
	Iteration 12Q: 3 clusters Score -405111.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -405121.343750 Penalty: 2640.637695
	Iteration 13Q: 3 clusters Score -405121.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -405132.187500 Penalty: 2640.637695
	Iteration 14Q: 3 clusters Score -405132.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -405145.500000 Penalty: 2640.637695
	Iteration 15Q: 3 clusters Score -405145.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -405165.656250 Penalty: 2640.637695
	Iteration 16Q: 3 clusters Score -405165.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -405183.843750 Penalty: 2640.637695
	Iteration 17Q: 3 clusters Score -405183.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -405197.812500 Penalty: 2640.637695
	Iteration 18Q: 3 clusters Score -405197.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -405211.093750 Penalty: 2640.637695
	Iteration 19Q: 3 clusters Score -405211.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -405223.687500 Penalty: 2640.637695
	Iteration 20F: 3 clusters Score -405223.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -405234.250000 Penalty: 2640.637695
	Iteration 21Q: 3 clusters Score -405234.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -405249.937500 Penalty: 2640.637695
	Iteration 22Q: 3 clusters Score -405249.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -405264.531250 Penalty: 2640.637695
	Iteration 23Q: 3 clusters Score -405264.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -405274.000000 Penalty: 2640.637695
	Iteration 24Q: 3 clusters Score -405274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -405280.406250 Penalty: 2640.637695
	Iteration 25Q: 3 clusters Score -405280.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -405289.843750 Penalty: 2640.637695
	Iteration 26Q: 3 clusters Score -405289.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -405296.000000 Penalty: 2640.637695
	Iteration 27Q: 3 clusters Score -405296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -405299.156250 Penalty: 2640.637695
	Iteration 28Q: 3 clusters Score -405299.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -405303.843750 Penalty: 2640.637695
	Iteration 29Q: 3 clusters Score -405303.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -405309.000000 Penalty: 2640.637695
	Iteration 30Q: 3 clusters Score -405309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -405313.968750 Penalty: 2640.637695
	Iteration 31Q: 3 clusters Score -405314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -405319.250000 Penalty: 2640.637695
	Iteration 32Q: 3 clusters Score -405319.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -405326.531250 Penalty: 2640.637695
	Iteration 33Q: 3 clusters Score -405326.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -405331.031250 Penalty: 2640.637695
	Iteration 34Q: 3 clusters Score -405331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -405335.062500 Penalty: 2640.637695
	Iteration 35Q: 3 clusters Score -405335.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -405341.656250 Penalty: 2640.637695
	Iteration 36Q: 3 clusters Score -405341.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -405350.843750 Penalty: 2640.637695
	Iteration 37Q: 3 clusters Score -405350.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -405358.281250 Penalty: 2640.637695
	Iteration 38Q: 3 clusters Score -405358.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -405366.093750 Penalty: 2640.637695
	Iteration 39Q: 3 clusters Score -405366.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -405370.812500 Penalty: 2640.637695
	Iteration 40F: 3 clusters Score -405370.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -405373.187500 Penalty: 2640.637695
	Iteration 41Q: 3 clusters Score -405373.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -405375.906250 Penalty: 2640.637695
	Iteration 42Q: 3 clusters Score -405375.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -405380.687500 Penalty: 2640.637695
	Iteration 43Q: 3 clusters Score -405380.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -405385.906250 Penalty: 2640.637695
	Iteration 44Q: 3 clusters Score -405385.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -405389.468750 Penalty: 2640.637695
	Iteration 45Q: 3 clusters Score -405389.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -405397.500000 Penalty: 2640.637695
	Iteration 46Q: 3 clusters Score -405397.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -405406.937500 Penalty: 2640.637695
	Iteration 47Q: 3 clusters Score -405406.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -405413.000000 Penalty: 2640.637695
	Iteration 48Q: 3 clusters Score -405413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -405416.250000 Penalty: 2640.637695
	Iteration 49Q: 3 clusters Score -405416.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -405417.906250 Penalty: 2640.637695
	Iteration 50Q: 3 clusters Score -405417.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -405422.000000 Penalty: 2640.637695
	Iteration 51Q: 3 clusters Score -405422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -405428.312500 Penalty: 2640.637695
	Iteration 52Q: 3 clusters Score -405428.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -405433.031250 Penalty: 2640.637695
	Iteration 53Q: 3 clusters Score -405433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -405436.312500 Penalty: 2640.637695
	Iteration 54Q: 3 clusters Score -405436.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -405441.875000 Penalty: 2640.637695
	Iteration 55Q: 3 clusters Score -405441.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -405446.687500 Penalty: 2640.637695
	Iteration 56Q: 3 clusters Score -405446.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -405450.312500 Penalty: 2640.637695
	Iteration 57Q: 3 clusters Score -405450.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -405453.812500 Penalty: 2640.637695
	Iteration 58Q: 3 clusters Score -405453.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -405457.375000 Penalty: 2640.637695
	Iteration 59Q: 3 clusters Score -405457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -405460.062500 Penalty: 2640.637695
	Iteration 60F: 3 clusters Score -405460.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -405461.906250 Penalty: 2640.637695
	Iteration 61Q: 3 clusters Score -405461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -405462.875000 Penalty: 2640.637695
	Iteration 62Q: 3 clusters Score -405462.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -405464.093750 Penalty: 2640.637695
	Iteration 63Q: 3 clusters Score -405464.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -405465.031250 Penalty: 2640.637695
	Iteration 64Q: 3 clusters Score -405465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -405466.656250 Penalty: 2640.637695
	Iteration 65Q: 3 clusters Score -405466.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -405466.937500 Penalty: 2640.637695
	Iteration 66Q: 3 clusters Score -405466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -405468.312500 Penalty: 2640.637695
	Iteration 67Q: 3 clusters Score -405468.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -405472.437500 Penalty: 2640.637695
	Iteration 68Q: 3 clusters Score -405472.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -405475.718750 Penalty: 2640.637695
	Iteration 69Q: 3 clusters Score -405475.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -405476.593750 Penalty: 2640.637695
	Iteration 70Q: 3 clusters Score -405476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -405477.656250 Penalty: 2640.637695
	Iteration 71Q: 3 clusters Score -405477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -405477.156250 Penalty: 2640.637695
	Iteration 72Q: 3 clusters Score -405477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -405477.812500 Penalty: 2640.637695
	Iteration 73Q: 3 clusters Score -405477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -405479.781250 Penalty: 2640.637695
	Iteration 74Q: 3 clusters Score -405479.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -405481.218750 Penalty: 2640.637695
	Iteration 75Q: 3 clusters Score -405481.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -405482.000000 Penalty: 2640.637695
	Iteration 76Q: 3 clusters Score -405482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -405483.593750 Penalty: 2640.637695
	Iteration 77Q: 3 clusters Score -405483.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -405485.968750 Penalty: 2640.637695
	Iteration 78Q: 3 clusters Score -405486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -405488.281250 Penalty: 2640.637695
	Iteration 79Q: 3 clusters Score -405488.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -405492.062500 Penalty: 2640.637695
	Iteration 80F: 3 clusters Score -405492.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -405492.968750 Penalty: 2640.637695
	Iteration 81Q: 3 clusters Score -405493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -405495.406250 Penalty: 2640.637695
	Iteration 82Q: 3 clusters Score -405495.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -405498.250000 Penalty: 2640.637695
	Iteration 83Q: 3 clusters Score -405498.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -405502.281250 Penalty: 2640.637695
	Iteration 84Q: 3 clusters Score -405502.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -405503.843750 Penalty: 2640.637695
	Iteration 85Q: 3 clusters Score -405503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -405504.375000 Penalty: 2640.637695
	Iteration 86Q: 3 clusters Score -405504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -405505.843750 Penalty: 2640.637695
	Iteration 87Q: 3 clusters Score -405505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -405505.968750 Penalty: 2640.637695
	Iteration 88Q: 3 clusters Score -405506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -405505.968750 Penalty: 2640.637695
	Iteration 89F: 3 clusters Score -405506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Entering Unmasked Estep 
Score: -1726641.625000 Penalty: 1550.472534
	Iteration 0F: 2 clusters Score -1726642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1717025.750000 Penalty: 3100.945068
	Iteration 0F: 3 clusters Score -1717026 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1720287.375000 Penalty: 3100.945068
	Iteration 1F: 3 clusters Score -1720287 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1720616.000000 Penalty: 3100.945068
	Iteration 2F: 3 clusters Score -1720616 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1720865.875000 Penalty: 3100.945068
	Iteration 3Q: 3 clusters Score -1720866 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1721111.375000 Penalty: 3100.945068
	Iteration 4Q: 3 clusters Score -1721111 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1721395.875000 Penalty: 3100.945068
	Iteration 5Q: 3 clusters Score -1721396 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1721722.750000 Penalty: 3100.945068
	Iteration 6Q: 3 clusters Score -1721723 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1722132.625000 Penalty: 3100.945068
	Iteration 7Q: 3 clusters Score -1722133 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1722564.625000 Penalty: 3100.945068
	Iteration 8Q: 3 clusters Score -1722565 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1723016.250000 Penalty: 3100.945068
	Iteration 9Q: 3 clusters Score -1723016 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1723417.125000 Penalty: 3100.945068
	Iteration 10Q: 3 clusters Score -1723417 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1723721.000000 Penalty: 3100.945068
	Iteration 11Q: 3 clusters Score -1723721 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1723951.875000 Penalty: 3100.945068
	Iteration 12Q: 3 clusters Score -1723952 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1724121.625000 Penalty: 3100.945068
	Iteration 13Q: 3 clusters Score -1724122 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1724240.500000 Penalty: 3100.945068
	Iteration 14Q: 3 clusters Score -1724240 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1724342.000000 Penalty: 3100.945068
	Iteration 15Q: 3 clusters Score -1724342 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1724429.000000 Penalty: 3100.945068
	Iteration 16Q: 3 clusters Score -1724429 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1724512.625000 Penalty: 3100.945068
	Iteration 17Q: 3 clusters Score -1724513 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1724607.875000 Penalty: 3100.945068
	Iteration 18Q: 3 clusters Score -1724608 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1724709.125000 Penalty: 3100.945068
	Iteration 19Q: 3 clusters Score -1724709 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1724830.125000 Penalty: 3100.945068
	Iteration 20F: 3 clusters Score -1724830 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1724962.875000 Penalty: 3100.945068
	Iteration 21Q: 3 clusters Score -1724963 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1725106.875000 Penalty: 3100.945068
	Iteration 22Q: 3 clusters Score -1725107 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1725244.750000 Penalty: 3100.945068
	Iteration 23Q: 3 clusters Score -1725245 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1725362.375000 Penalty: 3100.945068
	Iteration 24Q: 3 clusters Score -1725362 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1725465.750000 Penalty: 3100.945068
	Iteration 25Q: 3 clusters Score -1725466 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1725523.875000 Penalty: 3100.945068
	Iteration 26Q: 3 clusters Score -1725524 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1725557.250000 Penalty: 3100.945068
	Iteration 27Q: 3 clusters Score -1725557 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1725575.250000 Penalty: 3100.945068
	Iteration 28Q: 3 clusters Score -1725575 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1725583.375000 Penalty: 3100.945068
	Iteration 29Q: 3 clusters Score -1725583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1725596.625000 Penalty: 3100.945068
	Iteration 30Q: 3 clusters Score -1725597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1725606.375000 Penalty: 3100.945068
	Iteration 31Q: 3 clusters Score -1725606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1725613.000000 Penalty: 3100.945068
	Iteration 32Q: 3 clusters Score -1725613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1725615.250000 Penalty: 3100.945068
	Iteration 33Q: 3 clusters Score -1725615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1725620.625000 Penalty: 3100.945068
	Iteration 34Q: 3 clusters Score -1725621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1725623.000000 Penalty: 3100.945068
	Iteration 35Q: 3 clusters Score -1725623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1725623.500000 Penalty: 3100.945068
	Iteration 36Q: 3 clusters Score -1725624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1725626.375000 Penalty: 3100.945068
	Iteration 37Q: 3 clusters Score -1725626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1725629.375000 Penalty: 3100.945068
	Iteration 38Q: 3 clusters Score -1725629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1725632.125000 Penalty: 3100.945068
	Iteration 39Q: 3 clusters Score -1725632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1725628.500000 Penalty: 3100.945068
	Iteration 40F: 3 clusters Score -1725628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1725628.000000 Penalty: 3100.945068
	Iteration 41Q: 3 clusters Score -1725628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1725628.625000 Penalty: 3100.945068
	Iteration 42Q: 3 clusters Score -1725629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1725628.625000 Penalty: 3100.945068
	Iteration 43F: 3 clusters Score -1725629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Entering Unmasked Estep 
Score: -1072779.000000 Penalty: 1472.303833
	Iteration 0F: 2 clusters Score -1072779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1066502.375000 Penalty: 2944.607666
	Iteration 0F: 3 clusters Score -1066502 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1068480.875000 Penalty: 2944.607666
	Iteration 1F: 3 clusters Score -1068481 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1068730.875000 Penalty: 2944.607666
	Iteration 2F: 3 clusters Score -1068731 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1068936.250000 Penalty: 2944.607666
	Iteration 3F: 3 clusters Score -1068936 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1069105.875000 Penalty: 2944.607666
	Iteration 4Q: 3 clusters Score -1069106 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1069266.000000 Penalty: 2944.607666
	Iteration 5Q: 3 clusters Score -1069266 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1069442.750000 Penalty: 2944.607666
	Iteration 6Q: 3 clusters Score -1069443 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1069647.375000 Penalty: 2944.607666
	Iteration 7Q: 3 clusters Score -1069647 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1069916.125000 Penalty: 2944.607666
	Iteration 8Q: 3 clusters Score -1069916 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1070236.375000 Penalty: 2944.607666
	Iteration 9Q: 3 clusters Score -1070236 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1070634.250000 Penalty: 2944.607666
	Iteration 10F: 3 clusters Score -1070634 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1071075.125000 Penalty: 2944.607666
	Iteration 11F: 3 clusters Score -1071075 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1071557.625000 Penalty: 2944.607666
	Iteration 12F: 3 clusters Score -1071558 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1072069.125000 Penalty: 2944.607666
	Iteration 13Q: 3 clusters Score -1072069 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1072513.500000 Penalty: 2944.607666
	Iteration 14Q: 3 clusters Score -1072514 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1072876.500000 Penalty: 2944.607666
	Iteration 15Q: 3 clusters Score -1072876 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1073070.000000 Penalty: 2944.607666
	Iteration 16Q: 3 clusters Score -1073070 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1073197.500000 Penalty: 2944.607666
	Iteration 17Q: 3 clusters Score -1073198 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1073299.875000 Penalty: 2944.607666
	Iteration 18Q: 3 clusters Score -1073300 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1073373.875000 Penalty: 2944.607666
	Iteration 19Q: 3 clusters Score -1073374 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1073435.375000 Penalty: 2944.607666
	Iteration 20F: 3 clusters Score -1073435 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1073489.625000 Penalty: 2944.607666
	Iteration 21Q: 3 clusters Score -1073490 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1073535.000000 Penalty: 2944.607666
	Iteration 22Q: 3 clusters Score -1073535 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1073576.125000 Penalty: 2944.607666
	Iteration 23Q: 3 clusters Score -1073576 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1073610.125000 Penalty: 2944.607666
	Iteration 24Q: 3 clusters Score -1073610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1073637.375000 Penalty: 2944.607666
	Iteration 25Q: 3 clusters Score -1073637 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1073666.250000 Penalty: 2944.607666
	Iteration 26Q: 3 clusters Score -1073666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1073684.625000 Penalty: 2944.607666
	Iteration 27Q: 3 clusters Score -1073685 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1073701.250000 Penalty: 2944.607666
	Iteration 28Q: 3 clusters Score -1073701 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1073711.750000 Penalty: 2944.607666
	Iteration 29Q: 3 clusters Score -1073712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1073718.875000 Penalty: 2944.607666
	Iteration 30Q: 3 clusters Score -1073719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1073727.250000 Penalty: 2944.607666
	Iteration 31Q: 3 clusters Score -1073727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1073737.250000 Penalty: 2944.607666
	Iteration 32Q: 3 clusters Score -1073737 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1073744.750000 Penalty: 2944.607666
	Iteration 33Q: 3 clusters Score -1073745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1073752.375000 Penalty: 2944.607666
	Iteration 34Q: 3 clusters Score -1073752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1073753.750000 Penalty: 2944.607666
	Iteration 35Q: 3 clusters Score -1073754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1073760.750000 Penalty: 2944.607666
	Iteration 36Q: 3 clusters Score -1073761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1073762.250000 Penalty: 2944.607666
	Iteration 37Q: 3 clusters Score -1073762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1073764.875000 Penalty: 2944.607666
	Iteration 38Q: 3 clusters Score -1073765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1073763.625000 Penalty: 2944.607666
	Iteration 39Q: 3 clusters Score -1073764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1073765.875000 Penalty: 2944.607666
	Iteration 40F: 3 clusters Score -1073766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1073764.375000 Penalty: 2944.607666
	Iteration 41Q: 3 clusters Score -1073764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1073764.750000 Penalty: 2944.607666
	Iteration 42Q: 3 clusters Score -1073765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1073765.500000 Penalty: 2944.607666
	Iteration 43Q: 3 clusters Score -1073766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1073766.375000 Penalty: 2944.607666
	Iteration 44Q: 3 clusters Score -1073766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1073766.750000 Penalty: 2944.607666
	Iteration 45Q: 3 clusters Score -1073767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1073766.750000 Penalty: 2944.607666
	Iteration 46F: 3 clusters Score -1073767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 17216 members 
Mstep: Class 3 contains 14856 members 
Mstep: Class 4 contains 32877 members 
Mstep: Class 5 contains 6691 members 
Mstep: Class 6 contains 80515 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2955 members 
Mstep: Class 9 contains 16282 members 
Mstep: Class 10 contains 5427 members 
Mstep: Class 11 contains 2970 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 13924 members 
Mstep: Class 14 contains 4015 members 
Mstep: Class 15 contains 25334 members 
Mstep: Class 16 contains 86948 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6202 members 
Mstep: Class 20 contains 89310 members 
Mstep: Class 21 contains 14090 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 4592 members 
Entering Unmasked Estep 
Score: -62613772.000000 Penalty: 49153.574219
Splitting cluster 14 changes total score from -62613620.000000 to -62613772.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (25334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Entering Unmasked Estep 
Score: -3145607.000000 Penalty: 1647.734253
	Iteration 0F: 2 clusters Score -3145607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3128496.500000 Penalty: 3295.468506
	Iteration 0F: 3 clusters Score -3128496 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3134673.250000 Penalty: 3295.468506
	Iteration 1F: 3 clusters Score -3134673 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3134976.000000 Penalty: 3295.468506
	Iteration 2Q: 3 clusters Score -3134976 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3135283.000000 Penalty: 3295.468506
	Iteration 3Q: 3 clusters Score -3135283 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3135610.750000 Penalty: 3295.468506
	Iteration 4Q: 3 clusters Score -3135611 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3135953.000000 Penalty: 3295.468506
	Iteration 5Q: 3 clusters Score -3135953 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3136293.250000 Penalty: 3295.468506
	Iteration 6Q: 3 clusters Score -3136293 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3136673.250000 Penalty: 3295.468506
	Iteration 7Q: 3 clusters Score -3136673 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3137143.500000 Penalty: 3295.468506
	Iteration 8Q: 3 clusters Score -3137144 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3137665.750000 Penalty: 3295.468506
	Iteration 9Q: 3 clusters Score -3137666 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3138355.000000 Penalty: 3295.468506
	Iteration 10Q: 3 clusters Score -3138355 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3139191.000000 Penalty: 3295.468506
	Iteration 11Q: 3 clusters Score -3139191 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3140179.750000 Penalty: 3295.468506
	Iteration 12F: 3 clusters Score -3140180 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -3141185.000000 Penalty: 3295.468506
	Iteration 13F: 3 clusters Score -3141185 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3142029.000000 Penalty: 3295.468506
	Iteration 14Q: 3 clusters Score -3142029 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3142604.000000 Penalty: 3295.468506
	Iteration 15Q: 3 clusters Score -3142604 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3143044.250000 Penalty: 3295.468506
	Iteration 16Q: 3 clusters Score -3143044 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3143355.750000 Penalty: 3295.468506
	Iteration 17Q: 3 clusters Score -3143356 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3143605.750000 Penalty: 3295.468506
	Iteration 18Q: 3 clusters Score -3143606 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -3143768.500000 Penalty: 3295.468506
	Iteration 19Q: 3 clusters Score -3143768 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3143874.750000 Penalty: 3295.468506
	Iteration 20F: 3 clusters Score -3143875 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -3143966.000000 Penalty: 3295.468506
	Iteration 21Q: 3 clusters Score -3143966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3144054.750000 Penalty: 3295.468506
	Iteration 22Q: 3 clusters Score -3144055 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -3144114.750000 Penalty: 3295.468506
	Iteration 23Q: 3 clusters Score -3144115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3144160.500000 Penalty: 3295.468506
	Iteration 24Q: 3 clusters Score -3144160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3144199.000000 Penalty: 3295.468506
	Iteration 25Q: 3 clusters Score -3144199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3144222.500000 Penalty: 3295.468506
	Iteration 26Q: 3 clusters Score -3144222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3144251.750000 Penalty: 3295.468506
	Iteration 27Q: 3 clusters Score -3144252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3144267.500000 Penalty: 3295.468506
	Iteration 28Q: 3 clusters Score -3144268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3144278.000000 Penalty: 3295.468506
	Iteration 29Q: 3 clusters Score -3144278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3144287.750000 Penalty: 3295.468506
	Iteration 30Q: 3 clusters Score -3144288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3144297.000000 Penalty: 3295.468506
	Iteration 31Q: 3 clusters Score -3144297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3144303.750000 Penalty: 3295.468506
	Iteration 32Q: 3 clusters Score -3144304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3144303.250000 Penalty: 3295.468506
	Iteration 33Q: 3 clusters Score -3144303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3144303.000000 Penalty: 3295.468506
	Iteration 34Q: 3 clusters Score -3144303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3144306.250000 Penalty: 3295.468506
	Iteration 35Q: 3 clusters Score -3144306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3144310.500000 Penalty: 3295.468506
	Iteration 36Q: 3 clusters Score -3144310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3144311.750000 Penalty: 3295.468506
	Iteration 37Q: 3 clusters Score -3144312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3144315.250000 Penalty: 3295.468506
	Iteration 38Q: 3 clusters Score -3144315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3144315.000000 Penalty: 3295.468506
	Iteration 39Q: 3 clusters Score -3144315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3144315.500000 Penalty: 3295.468506
	Iteration 40F: 3 clusters Score -3144316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (86948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86948 members 
Entering Unmasked Estep 
Score: -10819749.000000 Penalty: 1848.123169
	Iteration 0F: 2 clusters Score -1.081975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -10766895.000000 Penalty: 3696.246338
	Iteration 0F: 3 clusters Score -1.07669e+07 nChanged 41302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -10790867.000000 Penalty: 3696.246338
	Iteration 1F: 3 clusters Score -1.079087e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -10791738.000000 Penalty: 3696.246338
	Iteration 2Q: 3 clusters Score -1.079174e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -10792713.000000 Penalty: 3696.246338
	Iteration 3Q: 3 clusters Score -1.079271e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -10793756.000000 Penalty: 3696.246338
	Iteration 4Q: 3 clusters Score -1.079376e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -10795279.000000 Penalty: 3696.246338
	Iteration 5Q: 3 clusters Score -1.079528e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -10797104.000000 Penalty: 3696.246338
	Iteration 6Q: 3 clusters Score -1.07971e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -10799819.000000 Penalty: 3696.246338
	Iteration 7F: 3 clusters Score -1.079982e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -10803279.000000 Penalty: 3696.246338
	Iteration 8F: 3 clusters Score -1.080328e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -10806739.000000 Penalty: 3696.246338
	Iteration 9F: 3 clusters Score -1.080674e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -10808846.000000 Penalty: 3696.246338
	Iteration 10Q: 3 clusters Score -1.080885e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -10809721.000000 Penalty: 3696.246338
	Iteration 11Q: 3 clusters Score -1.080972e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -10810168.000000 Penalty: 3696.246338
	Iteration 12Q: 3 clusters Score -1.081017e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -10810451.000000 Penalty: 3696.246338
	Iteration 13Q: 3 clusters Score -1.081045e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -10810730.000000 Penalty: 3696.246338
	Iteration 14Q: 3 clusters Score -1.081073e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -10811044.000000 Penalty: 3696.246338
	Iteration 15Q: 3 clusters Score -1.081104e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -10811397.000000 Penalty: 3696.246338
	Iteration 16Q: 3 clusters Score -1.08114e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -10811791.000000 Penalty: 3696.246338
	Iteration 17Q: 3 clusters Score -1.081179e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -10812207.000000 Penalty: 3696.246338
	Iteration 18Q: 3 clusters Score -1.081221e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -10812656.000000 Penalty: 3696.246338
	Iteration 19Q: 3 clusters Score -1.081266e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -10813162.000000 Penalty: 3696.246338
	Iteration 20F: 3 clusters Score -1.081316e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -10813720.000000 Penalty: 3696.246338
	Iteration 21Q: 3 clusters Score -1.081372e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -10814356.000000 Penalty: 3696.246338
	Iteration 22Q: 3 clusters Score -1.081436e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -10815118.000000 Penalty: 3696.246338
	Iteration 23Q: 3 clusters Score -1.081512e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -10815911.000000 Penalty: 3696.246338
	Iteration 24Q: 3 clusters Score -1.081591e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -10816892.000000 Penalty: 3696.246338
	Iteration 25Q: 3 clusters Score -1.081689e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -10817971.000000 Penalty: 3696.246338
	Iteration 26Q: 3 clusters Score -1.081797e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -10818913.000000 Penalty: 3696.246338
	Iteration 27Q: 3 clusters Score -1.081891e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -10819677.000000 Penalty: 3696.246338
	Iteration 28Q: 3 clusters Score -1.081968e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -10820201.000000 Penalty: 3696.246338
	Iteration 29Q: 3 clusters Score -1.08202e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -10820525.000000 Penalty: 3696.246338
	Iteration 30Q: 3 clusters Score -1.082052e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -10820771.000000 Penalty: 3696.246338
	Iteration 31Q: 3 clusters Score -1.082077e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61978 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -10820960.000000 Penalty: 3696.246338
	Iteration 32Q: 3 clusters Score -1.082096e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -10821208.000000 Penalty: 3696.246338
	Iteration 33Q: 3 clusters Score -1.082121e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -10821380.000000 Penalty: 3696.246338
	Iteration 34Q: 3 clusters Score -1.082138e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -10821569.000000 Penalty: 3696.246338
	Iteration 35Q: 3 clusters Score -1.082157e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -10821764.000000 Penalty: 3696.246338
	Iteration 36Q: 3 clusters Score -1.082176e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -10821894.000000 Penalty: 3696.246338
	Iteration 37Q: 3 clusters Score -1.082189e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -10821988.000000 Penalty: 3696.246338
	Iteration 38Q: 3 clusters Score -1.082199e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -10822149.000000 Penalty: 3696.246338
	Iteration 39Q: 3 clusters Score -1.082215e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -10822312.000000 Penalty: 3696.246338
	Iteration 40F: 3 clusters Score -1.082231e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67783 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -10822454.000000 Penalty: 3696.246338
	Iteration 41Q: 3 clusters Score -1.082245e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -10822594.000000 Penalty: 3696.246338
	Iteration 42Q: 3 clusters Score -1.082259e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -10822711.000000 Penalty: 3696.246338
	Iteration 43Q: 3 clusters Score -1.082271e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69277 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -10822829.000000 Penalty: 3696.246338
	Iteration 44Q: 3 clusters Score -1.082283e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -10822998.000000 Penalty: 3696.246338
	Iteration 45Q: 3 clusters Score -1.0823e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70250 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -10823098.000000 Penalty: 3696.246338
	Iteration 46Q: 3 clusters Score -1.08231e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70727 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -10823231.000000 Penalty: 3696.246338
	Iteration 47Q: 3 clusters Score -1.082323e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -10823355.000000 Penalty: 3696.246338
	Iteration 48Q: 3 clusters Score -1.082336e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -10823460.000000 Penalty: 3696.246338
	Iteration 49Q: 3 clusters Score -1.082346e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -10823630.000000 Penalty: 3696.246338
	Iteration 50Q: 3 clusters Score -1.082363e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -10823813.000000 Penalty: 3696.246338
	Iteration 51Q: 3 clusters Score -1.082381e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73138 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -10823923.000000 Penalty: 3696.246338
	Iteration 52Q: 3 clusters Score -1.082392e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -10824006.000000 Penalty: 3696.246338
	Iteration 53Q: 3 clusters Score -1.082401e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73993 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -10824098.000000 Penalty: 3696.246338
	Iteration 54Q: 3 clusters Score -1.08241e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -10824167.000000 Penalty: 3696.246338
	Iteration 55Q: 3 clusters Score -1.082417e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -10824238.000000 Penalty: 3696.246338
	Iteration 56Q: 3 clusters Score -1.082424e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -10824295.000000 Penalty: 3696.246338
	Iteration 57Q: 3 clusters Score -1.08243e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75139 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -10824287.000000 Penalty: 3696.246338
	Iteration 58Q: 3 clusters Score -1.082429e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -10824273.000000 Penalty: 3696.246338
	Iteration 59Q: 3 clusters Score -1.082427e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -10824277.000000 Penalty: 3696.246338
	Iteration 60F: 3 clusters Score -1.082428e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -10824287.000000 Penalty: 3696.246338
	Iteration 61Q: 3 clusters Score -1.082429e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -10824272.000000 Penalty: 3696.246338
	Iteration 62Q: 3 clusters Score -1.082427e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75767 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -10824247.000000 Penalty: 3696.246338
	Iteration 63Q: 3 clusters Score -1.082425e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75827 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -10824252.000000 Penalty: 3696.246338
	Iteration 64Q: 3 clusters Score -1.082425e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -10824244.000000 Penalty: 3696.246338
	Iteration 65Q: 3 clusters Score -1.082424e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -10824236.000000 Penalty: 3696.246338
	Iteration 66Q: 3 clusters Score -1.082424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -10824229.000000 Penalty: 3696.246338
	Iteration 67Q: 3 clusters Score -1.082423e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -10824236.000000 Penalty: 3696.246338
	Iteration 68Q: 3 clusters Score -1.082424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -10824223.000000 Penalty: 3696.246338
	Iteration 69Q: 3 clusters Score -1.082422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76003 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -10824217.000000 Penalty: 3696.246338
	Iteration 70Q: 3 clusters Score -1.082422e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76029 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -10824216.000000 Penalty: 3696.246338
	Iteration 71Q: 3 clusters Score -1.082422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -10824200.000000 Penalty: 3696.246338
	Iteration 72Q: 3 clusters Score -1.08242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -10824219.000000 Penalty: 3696.246338
	Iteration 73Q: 3 clusters Score -1.082422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -10824212.000000 Penalty: 3696.246338
	Iteration 74Q: 3 clusters Score -1.082421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76099 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -10824209.000000 Penalty: 3696.246338
	Iteration 75Q: 3 clusters Score -1.082421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -10824200.000000 Penalty: 3696.246338
	Iteration 76Q: 3 clusters Score -1.08242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76129 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -10824200.000000 Penalty: 3696.246338
	Iteration 77Q: 3 clusters Score -1.08242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -10824202.000000 Penalty: 3696.246338
	Iteration 78Q: 3 clusters Score -1.08242e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -10824196.000000 Penalty: 3696.246338
	Iteration 79Q: 3 clusters Score -1.08242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -10824193.000000 Penalty: 3696.246338
	Iteration 80F: 3 clusters Score -1.082419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -10824178.000000 Penalty: 3696.246338
	Iteration 81Q: 3 clusters Score -1.082418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -10824173.000000 Penalty: 3696.246338
	Iteration 82Q: 3 clusters Score -1.082417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76254 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -10824168.000000 Penalty: 3696.246338
	Iteration 83Q: 3 clusters Score -1.082417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -10824170.000000 Penalty: 3696.246338
	Iteration 84Q: 3 clusters Score -1.082417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76279 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -10824168.000000 Penalty: 3696.246338
	Iteration 85Q: 3 clusters Score -1.082417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76289 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -10824153.000000 Penalty: 3696.246338
	Iteration 86Q: 3 clusters Score -1.082415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -10824161.000000 Penalty: 3696.246338
	Iteration 87Q: 3 clusters Score -1.082416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -10824162.000000 Penalty: 3696.246338
	Iteration 88Q: 3 clusters Score -1.082416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76304 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -10824161.000000 Penalty: 3696.246338
	Iteration 89Q: 3 clusters Score -1.082416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -10824168.000000 Penalty: 3696.246338
	Iteration 90Q: 3 clusters Score -1.082417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -10824159.000000 Penalty: 3696.246338
	Iteration 91Q: 3 clusters Score -1.082416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -10824161.000000 Penalty: 3696.246338
	Iteration 92Q: 3 clusters Score -1.082416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -10824162.000000 Penalty: 3696.246338
	Iteration 93Q: 3 clusters Score -1.082416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -10824162.000000 Penalty: 3696.246338
	Iteration 94F: 3 clusters Score -1.082416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 17216 members 
Mstep: Class 3 contains 14856 members 
Mstep: Class 4 contains 32877 members 
Mstep: Class 5 contains 6691 members 
Mstep: Class 6 contains 80515 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2955 members 
Mstep: Class 9 contains 16282 members 
Mstep: Class 10 contains 5427 members 
Mstep: Class 11 contains 2970 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 13924 members 
Mstep: Class 14 contains 4015 members 
Mstep: Class 15 contains 25334 members 
Mstep: Class 16 contains 76313 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6202 members 
Mstep: Class 20 contains 89310 members 
Mstep: Class 21 contains 14090 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 4592 members 
Mstep: Class 24 contains 10635 members 
Entering Unmasked Estep 
Score: -62618216.000000 Penalty: 51290.683594
Splitting cluster 16 changes total score from -62613620.000000 to -62618216.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -37153.722656 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -37153.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36260.121094 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -36260.12 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36408.699219 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -36408.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36472.335938 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -36472.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36586.628906 Penalty: 1933.958862
	Iteration 3F: 3 clusters Score -36586.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36649.015625 Penalty: 1933.958862
	Iteration 4F: 3 clusters Score -36649.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36732.105469 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -36732.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -36789.625000 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -36789.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36852.605469 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -36852.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36890.128906 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -36890.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36901.265625 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -36901.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36906.207031 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -36906.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36906.207031 Penalty: 1933.958862
	Iteration 11F: 3 clusters Score -36906.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -15652.134766 Penalty: 845.651062
	Iteration 0F: 2 clusters Score -15652.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15109.026367 Penalty: 1691.302124
	Iteration 0F: 3 clusters Score -15109.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15191.012695 Penalty: 1691.302124
	Iteration 1F: 3 clusters Score -15191.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15225.533203 Penalty: 1691.302124
	Iteration 2F: 3 clusters Score -15225.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15234.225586 Penalty: 1691.302124
	Iteration 3Q: 3 clusters Score -15234.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15241.953125 Penalty: 1691.302124
	Iteration 4Q: 3 clusters Score -15241.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15244.989258 Penalty: 1691.302124
	Iteration 5Q: 3 clusters Score -15244.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15246.133789 Penalty: 1691.302124
	Iteration 6Q: 3 clusters Score -15246.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15248.262695 Penalty: 1691.302124
	Iteration 7Q: 3 clusters Score -15248.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15248.262695 Penalty: 1691.302124
	Iteration 8F: 3 clusters Score -15248.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Entering Unmasked Estep 
Score: -756265.500000 Penalty: 1419.051880
	Iteration 0F: 2 clusters Score -756265.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -751494.187500 Penalty: 2838.103760
	Iteration 0F: 3 clusters Score -751494.2 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -752869.625000 Penalty: 2838.103760
	Iteration 1F: 3 clusters Score -752869.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -753026.687500 Penalty: 2838.103760
	Iteration 2F: 3 clusters Score -753026.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -753133.750000 Penalty: 2838.103760
	Iteration 3Q: 3 clusters Score -753133.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -753207.937500 Penalty: 2838.103760
	Iteration 4Q: 3 clusters Score -753207.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -753266.312500 Penalty: 2838.103760
	Iteration 5Q: 3 clusters Score -753266.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -753325.750000 Penalty: 2838.103760
	Iteration 6Q: 3 clusters Score -753325.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -753371.750000 Penalty: 2838.103760
	Iteration 7Q: 3 clusters Score -753371.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -753424.000000 Penalty: 2838.103760
	Iteration 8Q: 3 clusters Score -753424 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -753470.500000 Penalty: 2838.103760
	Iteration 9Q: 3 clusters Score -753470.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -753515.875000 Penalty: 2838.103760
	Iteration 10Q: 3 clusters Score -753515.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -753565.250000 Penalty: 2838.103760
	Iteration 11Q: 3 clusters Score -753565.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -753610.000000 Penalty: 2838.103760
	Iteration 12Q: 3 clusters Score -753610 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -753672.437500 Penalty: 2838.103760
	Iteration 13Q: 3 clusters Score -753672.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -753750.125000 Penalty: 2838.103760
	Iteration 14Q: 3 clusters Score -753750.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -753827.812500 Penalty: 2838.103760
	Iteration 15Q: 3 clusters Score -753827.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -753908.875000 Penalty: 2838.103760
	Iteration 16Q: 3 clusters Score -753908.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -754015.125000 Penalty: 2838.103760
	Iteration 17Q: 3 clusters Score -754015.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -754169.000000 Penalty: 2838.103760
	Iteration 18Q: 3 clusters Score -754169 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -754362.062500 Penalty: 2838.103760
	Iteration 19Q: 3 clusters Score -754362.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -754514.437500 Penalty: 2838.103760
	Iteration 20F: 3 clusters Score -754514.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -754661.062500 Penalty: 2838.103760
	Iteration 21Q: 3 clusters Score -754661.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -754769.625000 Penalty: 2838.103760
	Iteration 22Q: 3 clusters Score -754769.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -754841.437500 Penalty: 2838.103760
	Iteration 23Q: 3 clusters Score -754841.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -754880.125000 Penalty: 2838.103760
	Iteration 24Q: 3 clusters Score -754880.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -754916.937500 Penalty: 2838.103760
	Iteration 25Q: 3 clusters Score -754916.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -754948.250000 Penalty: 2838.103760
	Iteration 26Q: 3 clusters Score -754948.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -754967.875000 Penalty: 2838.103760
	Iteration 27Q: 3 clusters Score -754967.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -754982.125000 Penalty: 2838.103760
	Iteration 28Q: 3 clusters Score -754982.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -754995.812500 Penalty: 2838.103760
	Iteration 29Q: 3 clusters Score -754995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -755000.687500 Penalty: 2838.103760
	Iteration 30Q: 3 clusters Score -755000.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -755007.437500 Penalty: 2838.103760
	Iteration 31Q: 3 clusters Score -755007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -755011.500000 Penalty: 2838.103760
	Iteration 32Q: 3 clusters Score -755011.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -755018.312500 Penalty: 2838.103760
	Iteration 33Q: 3 clusters Score -755018.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -755020.187500 Penalty: 2838.103760
	Iteration 34Q: 3 clusters Score -755020.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -755024.125000 Penalty: 2838.103760
	Iteration 35Q: 3 clusters Score -755024.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -755024.875000 Penalty: 2838.103760
	Iteration 36Q: 3 clusters Score -755024.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -755026.625000 Penalty: 2838.103760
	Iteration 37Q: 3 clusters Score -755026.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -755026.250000 Penalty: 2838.103760
	Iteration 38Q: 3 clusters Score -755026.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -755026.250000 Penalty: 2838.103760
	Iteration 39F: 3 clusters Score -755026.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (89310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Entering Unmasked Estep 
Score: -11071961.000000 Penalty: 1852.478760
	Iteration 0F: 2 clusters Score -1.107196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -11020606.000000 Penalty: 3704.957520
	Iteration 0F: 3 clusters Score -1.102061e+07 nChanged 42684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -11046160.000000 Penalty: 3704.957520
	Iteration 1F: 3 clusters Score -1.104616e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -11047981.000000 Penalty: 3704.957520
	Iteration 2Q: 3 clusters Score -1.104798e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -11050999.000000 Penalty: 3704.957520
	Iteration 3F: 3 clusters Score -1.1051e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -11054922.000000 Penalty: 3704.957520
	Iteration 4F: 3 clusters Score -1.105492e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -11059247.000000 Penalty: 3704.957520
	Iteration 5F: 3 clusters Score -1.105925e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -11063172.000000 Penalty: 3704.957520
	Iteration 6F: 3 clusters Score -1.106317e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83740 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -11066040.000000 Penalty: 3704.957520
	Iteration 7Q: 3 clusters Score -1.106604e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -11067682.000000 Penalty: 3704.957520
	Iteration 8Q: 3 clusters Score -1.106768e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87347 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -11068708.000000 Penalty: 3704.957520
	Iteration 9Q: 3 clusters Score -1.106871e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88056 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11069340.000000 Penalty: 3704.957520
	Iteration 10Q: 3 clusters Score -1.106934e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88424 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11069658.000000 Penalty: 3704.957520
	Iteration 11Q: 3 clusters Score -1.106966e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11069829.000000 Penalty: 3704.957520
	Iteration 12Q: 3 clusters Score -1.106983e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88728 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -11069978.000000 Penalty: 3704.957520
	Iteration 13Q: 3 clusters Score -1.106998e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88783 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11070068.000000 Penalty: 3704.957520
	Iteration 14Q: 3 clusters Score -1.107007e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11070113.000000 Penalty: 3704.957520
	Iteration 15Q: 3 clusters Score -1.107011e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11070130.000000 Penalty: 3704.957520
	Iteration 16Q: 3 clusters Score -1.107013e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88861 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11070153.000000 Penalty: 3704.957520
	Iteration 17Q: 3 clusters Score -1.107015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11070180.000000 Penalty: 3704.957520
	Iteration 18Q: 3 clusters Score -1.107018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -11070198.000000 Penalty: 3704.957520
	Iteration 19Q: 3 clusters Score -1.10702e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -11070207.000000 Penalty: 3704.957520
	Iteration 20F: 3 clusters Score -1.107021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11070208.000000 Penalty: 3704.957520
	Iteration 21Q: 3 clusters Score -1.107021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -11070212.000000 Penalty: 3704.957520
	Iteration 22Q: 3 clusters Score -1.107021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88909 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -11070224.000000 Penalty: 3704.957520
	Iteration 23Q: 3 clusters Score -1.107022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88915 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -11070226.000000 Penalty: 3704.957520
	Iteration 24Q: 3 clusters Score -1.107023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88922 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -11070230.000000 Penalty: 3704.957520
	Iteration 25Q: 3 clusters Score -1.107023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11070230.000000 Penalty: 3704.957520
	Iteration 26Q: 3 clusters Score -1.107023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11070236.000000 Penalty: 3704.957520
	Iteration 27Q: 3 clusters Score -1.107024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11070236.000000 Penalty: 3704.957520
	Iteration 28F: 3 clusters Score -1.107024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Entering Unmasked Estep 
Score: -1686781.125000 Penalty: 1552.398315
	Iteration 0F: 2 clusters Score -1686781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1677078.500000 Penalty: 3104.796631
	Iteration 0F: 3 clusters Score -1677078 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1680370.250000 Penalty: 3104.796631
	Iteration 1F: 3 clusters Score -1680370 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1680647.625000 Penalty: 3104.796631
	Iteration 2F: 3 clusters Score -1680648 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1680905.375000 Penalty: 3104.796631
	Iteration 3Q: 3 clusters Score -1680905 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1681199.625000 Penalty: 3104.796631
	Iteration 4Q: 3 clusters Score -1681200 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1681504.500000 Penalty: 3104.796631
	Iteration 5Q: 3 clusters Score -1681504 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1681889.750000 Penalty: 3104.796631
	Iteration 6F: 3 clusters Score -1681890 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1682328.750000 Penalty: 3104.796631
	Iteration 7F: 3 clusters Score -1682329 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1682840.625000 Penalty: 3104.796631
	Iteration 8F: 3 clusters Score -1682841 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1683354.750000 Penalty: 3104.796631
	Iteration 9F: 3 clusters Score -1683355 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1683810.250000 Penalty: 3104.796631
	Iteration 10F: 3 clusters Score -1683810 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1684193.000000 Penalty: 3104.796631
	Iteration 11Q: 3 clusters Score -1684193 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1684535.625000 Penalty: 3104.796631
	Iteration 12Q: 3 clusters Score -1684536 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1684873.875000 Penalty: 3104.796631
	Iteration 13Q: 3 clusters Score -1684874 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1685096.000000 Penalty: 3104.796631
	Iteration 14Q: 3 clusters Score -1685096 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1685223.125000 Penalty: 3104.796631
	Iteration 15Q: 3 clusters Score -1685223 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1685298.500000 Penalty: 3104.796631
	Iteration 16Q: 3 clusters Score -1685298 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1685351.750000 Penalty: 3104.796631
	Iteration 17Q: 3 clusters Score -1685352 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1685384.750000 Penalty: 3104.796631
	Iteration 18Q: 3 clusters Score -1685385 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1685415.875000 Penalty: 3104.796631
	Iteration 19Q: 3 clusters Score -1685416 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1685447.750000 Penalty: 3104.796631
	Iteration 20F: 3 clusters Score -1685448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1685478.750000 Penalty: 3104.796631
	Iteration 21Q: 3 clusters Score -1685479 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1685506.125000 Penalty: 3104.796631
	Iteration 22Q: 3 clusters Score -1685506 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1685531.000000 Penalty: 3104.796631
	Iteration 23Q: 3 clusters Score -1685531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1685551.125000 Penalty: 3104.796631
	Iteration 24Q: 3 clusters Score -1685551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1685558.375000 Penalty: 3104.796631
	Iteration 25Q: 3 clusters Score -1685558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1685570.000000 Penalty: 3104.796631
	Iteration 26Q: 3 clusters Score -1685570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1685577.125000 Penalty: 3104.796631
	Iteration 27Q: 3 clusters Score -1685577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1685584.125000 Penalty: 3104.796631
	Iteration 28Q: 3 clusters Score -1685584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1685591.125000 Penalty: 3104.796631
	Iteration 29Q: 3 clusters Score -1685591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1685594.875000 Penalty: 3104.796631
	Iteration 30Q: 3 clusters Score -1685595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1685597.500000 Penalty: 3104.796631
	Iteration 31Q: 3 clusters Score -1685598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1685599.375000 Penalty: 3104.796631
	Iteration 32Q: 3 clusters Score -1685599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1685600.000000 Penalty: 3104.796631
	Iteration 33Q: 3 clusters Score -1685600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1685603.375000 Penalty: 3104.796631
	Iteration 34Q: 3 clusters Score -1685603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1685603.375000 Penalty: 3104.796631
	Iteration 35Q: 3 clusters Score -1685603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1685601.375000 Penalty: 3104.796631
	Iteration 36Q: 3 clusters Score -1685601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1685601.125000 Penalty: 3104.796631
	Iteration 37Q: 3 clusters Score -1685601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1685601.625000 Penalty: 3104.796631
	Iteration 38Q: 3 clusters Score -1685602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1685603.000000 Penalty: 3104.796631
	Iteration 39Q: 3 clusters Score -1685603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1685604.000000 Penalty: 3104.796631
	Iteration 40F: 3 clusters Score -1685604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1685604.625000 Penalty: 3104.796631
	Iteration 41Q: 3 clusters Score -1685605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1685604.500000 Penalty: 3104.796631
	Iteration 42Q: 3 clusters Score -1685604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1685606.000000 Penalty: 3104.796631
	Iteration 43Q: 3 clusters Score -1685606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1685608.000000 Penalty: 3104.796631
	Iteration 44Q: 3 clusters Score -1685608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1685606.500000 Penalty: 3104.796631
	Iteration 45Q: 3 clusters Score -1685606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1685607.625000 Penalty: 3104.796631
	Iteration 46Q: 3 clusters Score -1685608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1685610.875000 Penalty: 3104.796631
	Iteration 47Q: 3 clusters Score -1685611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1685610.750000 Penalty: 3104.796631
	Iteration 48Q: 3 clusters Score -1685611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1685611.500000 Penalty: 3104.796631
	Iteration 49Q: 3 clusters Score -1685612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1685612.875000 Penalty: 3104.796631
	Iteration 50Q: 3 clusters Score -1685613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1685611.125000 Penalty: 3104.796631
	Iteration 51Q: 3 clusters Score -1685611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1685613.375000 Penalty: 3104.796631
	Iteration 52Q: 3 clusters Score -1685613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1685612.125000 Penalty: 3104.796631
	Iteration 53Q: 3 clusters Score -1685612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1685614.375000 Penalty: 3104.796631
	Iteration 54Q: 3 clusters Score -1685614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1685614.000000 Penalty: 3104.796631
	Iteration 55Q: 3 clusters Score -1685614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1685616.250000 Penalty: 3104.796631
	Iteration 56Q: 3 clusters Score -1685616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1685615.750000 Penalty: 3104.796631
	Iteration 57Q: 3 clusters Score -1685616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1685616.125000 Penalty: 3104.796631
	Iteration 58Q: 3 clusters Score -1685616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1685616.500000 Penalty: 3104.796631
	Iteration 59Q: 3 clusters Score -1685616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1685616.250000 Penalty: 3104.796631
	Iteration 60F: 3 clusters Score -1685616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -292299.625000 Penalty: 1278.217773
	Iteration 0F: 2 clusters Score -292299.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -289838.093750 Penalty: 2556.435547
	Iteration 0F: 3 clusters Score -289838.1 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -290552.187500 Penalty: 2556.435547
	Iteration 1F: 3 clusters Score -290552.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -290925.312500 Penalty: 2556.435547
	Iteration 2F: 3 clusters Score -290925.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -291243.500000 Penalty: 2556.435547
	Iteration 3F: 3 clusters Score -291243.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -291531.093750 Penalty: 2556.435547
	Iteration 4F: 3 clusters Score -291531.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -291767.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -291900.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -291957.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -291979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -291988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -291990.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -291992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -291994.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -291995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -291995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -291995.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -291995.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
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	Iteration 17F: 3 clusters Score -291995.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 17216 members 
Mstep: Class 3 contains 14856 members 
Mstep: Class 4 contains 32877 members 
Mstep: Class 5 contains 6691 members 
Mstep: Class 6 contains 80515 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2955 members 
Mstep: Class 9 contains 16282 members 
Mstep: Class 10 contains 5427 members 
Mstep: Class 11 contains 2970 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 13924 members 
Mstep: Class 14 contains 4015 members 
Mstep: Class 15 contains 25334 members 
Mstep: Class 16 contains 76313 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6202 members 
Mstep: Class 20 contains 89310 members 
Mstep: Class 21 contains 14090 members 
Mstep: Class 22 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 25 clusters Score -6.26194e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 17103 members 
Mstep: Class 3 contains 14927 members 
Mstep: Class 4 contains 32653 members 
Mstep: Class 5 contains 6718 members 
Mstep: Class 6 contains 80700 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 5419 members 
Mstep: Class 11 contains 2981 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 13925 members 
Mstep: Class 14 contains 4031 members 
Mstep: Class 15 contains 25350 members 
Mstep: Class 16 contains 76086 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6215 members 
Mstep: Class 20 contains 89583 members 
Mstep: Class 21 contains 14101 members 
Mstep: Class 22 contains 2606 members 
Mstep: Class 23 contains 4408 members 
Mstep: Class 24 contains 10686 members 
Entering Unmasked Estep 
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Iteration 80F: 25 clusters Score -6.262207e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 16978 members 
Mstep: Class 3 contains 15006 members 
Mstep: Class 4 contains 32023 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 80240 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 2936 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 2978 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 13843 members 
Mstep: Class 14 contains 4094 members 
Mstep: Class 15 contains 25234 members 
Mstep: Class 16 contains 75575 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6221 members 
Mstep: Class 20 contains 90854 members 
Mstep: Class 21 contains 14098 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 4694 members 
Mstep: Class 24 contains 11332 members 
Entering Unmasked Estep 
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Iteration 81Q: 25 clusters Score -6.262211e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82498 members 
Mstep: Class 2 contains 16837 members 
Mstep: Class 3 contains 15073 members 
Mstep: Class 4 contains 31595 members 
Mstep: Class 5 contains 6591 members 
Mstep: Class 6 contains 79938 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 15726 members 
Mstep: Class 10 contains 5417 members 
Mstep: Class 11 contains 2986 members 
Mstep: Class 12 contains 3374 members 
Mstep: Class 13 contains 13831 members 
Mstep: Class 14 contains 4133 members 
Mstep: Class 15 contains 25188 members 
Mstep: Class 16 contains 75303 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6229 members 
Mstep: Class 20 contains 91569 members 
Mstep: Class 21 contains 14107 members 
Mstep: Class 22 contains 2598 members 
Mstep: Class 23 contains 4891 members 
Mstep: Class 24 contains 11750 members 
Entering Unmasked Estep 
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Iteration 82Q: 25 clusters Score -6.262245e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82606 members 
Mstep: Class 2 contains 16695 members 
Mstep: Class 3 contains 15154 members 
Mstep: Class 4 contains 31305 members 
Mstep: Class 5 contains 6559 members 
Mstep: Class 6 contains 79718 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 2932 members 
Mstep: Class 9 contains 15444 members 
Mstep: Class 10 contains 5421 members 
Mstep: Class 11 contains 2993 members 
Mstep: Class 12 contains 3374 members 
Mstep: Class 13 contains 13797 members 
Mstep: Class 14 contains 4173 members 
Mstep: Class 15 contains 25129 members 
Mstep: Class 16 contains 75130 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6232 members 
Mstep: Class 20 contains 92004 members 
Mstep: Class 21 contains 14120 members 
Mstep: Class 22 contains 2590 members 
Mstep: Class 23 contains 5090 members 
Mstep: Class 24 contains 12095 members 
Entering Unmasked Estep 
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Iteration 83Q: 25 clusters Score -6.262252e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 16559 members 
Mstep: Class 3 contains 15242 members 
Mstep: Class 4 contains 31089 members 
Mstep: Class 5 contains 6540 members 
Mstep: Class 6 contains 79577 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 2931 members 
Mstep: Class 9 contains 15136 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 2990 members 
Mstep: Class 12 contains 3373 members 
Mstep: Class 13 contains 13793 members 
Mstep: Class 14 contains 4200 members 
Mstep: Class 15 contains 25091 members 
Mstep: Class 16 contains 74985 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6248 members 
Mstep: Class 20 contains 92245 members 
Mstep: Class 21 contains 14131 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 5310 members 
Mstep: Class 24 contains 12371 members 
Entering Unmasked Estep 
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Iteration 84Q: 25 clusters Score -6.262262e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 16405 members 
Mstep: Class 3 contains 15344 members 
Mstep: Class 4 contains 30948 members 
Mstep: Class 5 contains 6520 members 
Mstep: Class 6 contains 79499 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 2931 members 
Mstep: Class 9 contains 14799 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 2995 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 13789 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 25049 members 
Mstep: Class 16 contains 74877 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6249 members 
Mstep: Class 20 contains 92358 members 
Mstep: Class 21 contains 14137 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 5579 members 
Mstep: Class 24 contains 12604 members 
Entering Unmasked Estep 
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Iteration 85Q: 25 clusters Score -6.262268e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 16246 members 
Mstep: Class 3 contains 15443 members 
Mstep: Class 4 contains 30820 members 
Mstep: Class 5 contains 6507 members 
Mstep: Class 6 contains 79401 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 14468 members 
Mstep: Class 10 contains 5422 members 
Mstep: Class 11 contains 2997 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 13789 members 
Mstep: Class 14 contains 4263 members 
Mstep: Class 15 contains 25017 members 
Mstep: Class 16 contains 74789 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6252 members 
Mstep: Class 20 contains 92439 members 
Mstep: Class 21 contains 14143 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 5853 members 
Mstep: Class 24 contains 12823 members 
Entering Unmasked Estep 
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Iteration 86Q: 25 clusters Score -6.262296e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 16095 members 
Mstep: Class 3 contains 15539 members 
Mstep: Class 4 contains 30708 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 79326 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 14111 members 
Mstep: Class 10 contains 5421 members 
Mstep: Class 11 contains 3003 members 
Mstep: Class 12 contains 3367 members 
Mstep: Class 13 contains 13787 members 
Mstep: Class 14 contains 4275 members 
Mstep: Class 15 contains 24999 members 
Mstep: Class 16 contains 74710 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6255 members 
Mstep: Class 20 contains 92475 members 
Mstep: Class 21 contains 14150 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 6147 members 
Mstep: Class 24 contains 13026 members 
Entering Unmasked Estep 
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Iteration 87Q: 25 clusters Score -6.262332e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 15956 members 
Mstep: Class 3 contains 15629 members 
Mstep: Class 4 contains 30620 members 
Mstep: Class 5 contains 6492 members 
Mstep: Class 6 contains 79263 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 13763 members 
Mstep: Class 10 contains 5417 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 13777 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 24991 members 
Mstep: Class 16 contains 74653 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6256 members 
Mstep: Class 20 contains 92505 members 
Mstep: Class 21 contains 14153 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 6425 members 
Mstep: Class 24 contains 13203 members 
Entering Unmasked Estep 
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Iteration 88Q: 25 clusters Score -6.262377e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83378 members 
Mstep: Class 2 contains 15822 members 
Mstep: Class 3 contains 15726 members 
Mstep: Class 4 contains 30534 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 79237 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 13419 members 
Mstep: Class 10 contains 5420 members 
Mstep: Class 11 contains 3017 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 13 contains 13763 members 
Mstep: Class 14 contains 4314 members 
Mstep: Class 15 contains 24982 members 
Mstep: Class 16 contains 74586 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6251 members 
Mstep: Class 20 contains 92522 members 
Mstep: Class 21 contains 14154 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 13358 members 
Entering Unmasked Estep 
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Iteration 89Q: 25 clusters Score -6.2624e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 15674 members 
Mstep: Class 3 contains 15828 members 
Mstep: Class 4 contains 30431 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 79226 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 2921 members 
Mstep: Class 9 contains 13114 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 13 contains 13759 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 24966 members 
Mstep: Class 16 contains 74533 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6256 members 
Mstep: Class 20 contains 92557 members 
Mstep: Class 21 contains 14151 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 6988 members 
Mstep: Class 24 contains 13474 members 
Entering Unmasked Estep 
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Iteration 90Q: 25 clusters Score -6.26241e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 15524 members 
Mstep: Class 3 contains 15932 members 
Mstep: Class 4 contains 30350 members 
Mstep: Class 5 contains 6473 members 
Mstep: Class 6 contains 79221 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 2917 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 13759 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 24957 members 
Mstep: Class 16 contains 74493 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6256 members 
Mstep: Class 20 contains 92560 members 
Mstep: Class 21 contains 14149 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 7225 members 
Mstep: Class 24 contains 13584 members 
Entering Unmasked Estep 
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Iteration 91Q: 25 clusters Score -6.262437e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83687 members 
Mstep: Class 2 contains 15342 members 
Mstep: Class 3 contains 16059 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 79221 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 2912 members 
Mstep: Class 9 contains 12596 members 
Mstep: Class 10 contains 5423 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 13760 members 
Mstep: Class 14 contains 4364 members 
Mstep: Class 15 contains 24948 members 
Mstep: Class 16 contains 74465 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6262 members 
Mstep: Class 20 contains 92560 members 
Mstep: Class 21 contains 14146 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 7422 members 
Mstep: Class 24 contains 13663 members 
Entering Unmasked Estep 
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Iteration 92Q: 25 clusters Score -6.262452e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83776 members 
Mstep: Class 2 contains 15172 members 
Mstep: Class 3 contains 16201 members 
Mstep: Class 4 contains 30247 members 
Mstep: Class 5 contains 6469 members 
Mstep: Class 6 contains 79205 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 2914 members 
Mstep: Class 9 contains 12387 members 
Mstep: Class 10 contains 5422 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 13756 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 15 contains 24933 members 
Mstep: Class 16 contains 74442 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6269 members 
Mstep: Class 20 contains 92569 members 
Mstep: Class 21 contains 14143 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 7589 members 
Mstep: Class 24 contains 13738 members 
Entering Unmasked Estep 
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Iteration 93Q: 25 clusters Score -6.262493e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 14992 members 
Mstep: Class 3 contains 16337 members 
Mstep: Class 4 contains 30229 members 
Mstep: Class 5 contains 6467 members 
Mstep: Class 6 contains 79182 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2914 members 
Mstep: Class 9 contains 12233 members 
Mstep: Class 10 contains 5417 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 24916 members 
Mstep: Class 16 contains 74424 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6269 members 
Mstep: Class 20 contains 92569 members 
Mstep: Class 21 contains 14145 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 7711 members 
Mstep: Class 24 contains 13811 members 
Entering Unmasked Estep 
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Iteration 94Q: 25 clusters Score -6.26251e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83890 members 
Mstep: Class 2 contains 14834 members 
Mstep: Class 3 contains 16461 members 
Mstep: Class 4 contains 30209 members 
Mstep: Class 5 contains 6472 members 
Mstep: Class 6 contains 79153 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 2912 members 
Mstep: Class 9 contains 12140 members 
Mstep: Class 10 contains 5415 members 
Mstep: Class 11 contains 3033 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 13764 members 
Mstep: Class 14 contains 4401 members 
Mstep: Class 15 contains 24893 members 
Mstep: Class 16 contains 74400 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6269 members 
Mstep: Class 20 contains 92559 members 
Mstep: Class 21 contains 14146 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 7781 members 
Mstep: Class 24 contains 13890 members 
Entering Unmasked Estep 
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Iteration 95Q: 25 clusters Score -6.26253e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 14683 members 
Mstep: Class 3 contains 16597 members 
Mstep: Class 4 contains 30169 members 
Mstep: Class 5 contains 6467 members 
Mstep: Class 6 contains 79116 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 2912 members 
Mstep: Class 9 contains 12076 members 
Mstep: Class 10 contains 5413 members 
Mstep: Class 11 contains 3042 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 13767 members 
Mstep: Class 14 contains 4416 members 
Mstep: Class 15 contains 24872 members 
Mstep: Class 16 contains 74376 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6269 members 
Mstep: Class 20 contains 92551 members 
Mstep: Class 21 contains 14145 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 7837 members 
Mstep: Class 24 contains 13964 members 
Entering Unmasked Estep 
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Iteration 96Q: 25 clusters Score -6.262546e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84008 members 
Mstep: Class 2 contains 14546 members 
Mstep: Class 3 contains 16738 members 
Mstep: Class 4 contains 30113 members 
Mstep: Class 5 contains 6464 members 
Mstep: Class 6 contains 79073 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 2911 members 
Mstep: Class 9 contains 12042 members 
Mstep: Class 10 contains 5404 members 
Mstep: Class 11 contains 3049 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 13770 members 
Mstep: Class 14 contains 4436 members 
Mstep: Class 15 contains 24845 members 
Mstep: Class 16 contains 74340 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6267 members 
Mstep: Class 20 contains 92554 members 
Mstep: Class 21 contains 14146 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 7865 members 
Mstep: Class 24 contains 14050 members 
Entering Unmasked Estep 
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Iteration 97Q: 25 clusters Score -6.262554e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84059 members 
Mstep: Class 2 contains 14417 members 
Mstep: Class 3 contains 16858 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 6458 members 
Mstep: Class 6 contains 79040 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 2912 members 
Mstep: Class 9 contains 12037 members 
Mstep: Class 10 contains 5399 members 
Mstep: Class 11 contains 3057 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13764 members 
Mstep: Class 14 contains 4454 members 
Mstep: Class 15 contains 24823 members 
Mstep: Class 16 contains 74309 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6270 members 
Mstep: Class 20 contains 92550 members 
Mstep: Class 21 contains 14146 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 7874 members 
Mstep: Class 24 contains 14136 members 
Entering Unmasked Estep 
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Iteration 98Q: 25 clusters Score -6.262564e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 14266 members 
Mstep: Class 3 contains 16969 members 
Mstep: Class 4 contains 30024 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 79014 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 2911 members 
Mstep: Class 9 contains 12042 members 
Mstep: Class 10 contains 5400 members 
Mstep: Class 11 contains 3064 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 13762 members 
Mstep: Class 14 contains 4475 members 
Mstep: Class 15 contains 24808 members 
Mstep: Class 16 contains 74282 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6270 members 
Mstep: Class 20 contains 92544 members 
Mstep: Class 21 contains 14147 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 7870 members 
Mstep: Class 24 contains 14209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62625648.000000 Penalty: 51290.683594
Iteration 99Q: 25 clusters Score -6.262565e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84167 members 
Mstep: Class 2 contains 14113 members 
Mstep: Class 3 contains 17094 members 
Mstep: Class 4 contains 29978 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 78984 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 2911 members 
Mstep: Class 9 contains 12053 members 
Mstep: Class 10 contains 5402 members 
Mstep: Class 11 contains 3068 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 13752 members 
Mstep: Class 14 contains 4503 members 
Mstep: Class 15 contains 24787 members 
Mstep: Class 16 contains 74251 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6272 members 
Mstep: Class 20 contains 92552 members 
Mstep: Class 21 contains 14147 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 14279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62625752.000000 Penalty: 51290.683594
Iteration 100F: 25 clusters Score -6.262575e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 13980 members 
Mstep: Class 3 contains 17207 members 
Mstep: Class 4 contains 29938 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 78953 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 2910 members 
Mstep: Class 9 contains 11987 members 
Mstep: Class 10 contains 5394 members 
Mstep: Class 11 contains 3072 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 13750 members 
Mstep: Class 14 contains 4521 members 
Mstep: Class 15 contains 24766 members 
Mstep: Class 16 contains 74223 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6273 members 
Mstep: Class 20 contains 92556 members 
Mstep: Class 21 contains 14147 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 7953 members 
Mstep: Class 24 contains 14330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626020.000000 Penalty: 51290.683594
Iteration 101Q: 25 clusters Score -6.262602e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 13833 members 
Mstep: Class 3 contains 17353 members 
Mstep: Class 4 contains 29882 members 
Mstep: Class 5 contains 6452 members 
Mstep: Class 6 contains 78928 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 2910 members 
Mstep: Class 9 contains 11922 members 
Mstep: Class 10 contains 5389 members 
Mstep: Class 11 contains 3073 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13746 members 
Mstep: Class 14 contains 4533 members 
Mstep: Class 15 contains 24755 members 
Mstep: Class 16 contains 74209 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6273 members 
Mstep: Class 20 contains 92564 members 
Mstep: Class 21 contains 14149 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 8029 members 
Mstep: Class 24 contains 14376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626140.000000 Penalty: 51290.683594
Iteration 102Q: 25 clusters Score -6.262614e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84268 members 
Mstep: Class 2 contains 13679 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 29819 members 
Mstep: Class 5 contains 6450 members 
Mstep: Class 6 contains 78900 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 2909 members 
Mstep: Class 9 contains 11878 members 
Mstep: Class 10 contains 5389 members 
Mstep: Class 11 contains 3073 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13745 members 
Mstep: Class 14 contains 4545 members 
Mstep: Class 15 contains 24742 members 
Mstep: Class 16 contains 74196 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6275 members 
Mstep: Class 20 contains 92576 members 
Mstep: Class 21 contains 14149 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 8084 members 
Mstep: Class 24 contains 14427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626360.000000 Penalty: 51290.683594
Iteration 103Q: 25 clusters Score -6.262636e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 13532 members 
Mstep: Class 3 contains 17660 members 
Mstep: Class 4 contains 29759 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 78863 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 11844 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 3075 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13743 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 24733 members 
Mstep: Class 16 contains 74172 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6277 members 
Mstep: Class 20 contains 92582 members 
Mstep: Class 21 contains 14149 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 8128 members 
Mstep: Class 24 contains 14493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626404.000000 Penalty: 51290.683594
Iteration 104Q: 25 clusters Score -6.26264e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 13395 members 
Mstep: Class 3 contains 17791 members 
Mstep: Class 4 contains 29702 members 
Mstep: Class 5 contains 6446 members 
Mstep: Class 6 contains 78831 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 11809 members 
Mstep: Class 10 contains 5390 members 
Mstep: Class 11 contains 3080 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13739 members 
Mstep: Class 14 contains 4560 members 
Mstep: Class 15 contains 24725 members 
Mstep: Class 16 contains 74139 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6281 members 
Mstep: Class 20 contains 92602 members 
Mstep: Class 21 contains 14150 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 8160 members 
Mstep: Class 24 contains 14565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626436.000000 Penalty: 51290.683594
Iteration 105Q: 25 clusters Score -6.262644e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84389 members 
Mstep: Class 2 contains 13228 members 
Mstep: Class 3 contains 17948 members 
Mstep: Class 4 contains 29638 members 
Mstep: Class 5 contains 6444 members 
Mstep: Class 6 contains 78790 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 11795 members 
Mstep: Class 10 contains 5392 members 
Mstep: Class 11 contains 3082 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13730 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 24717 members 
Mstep: Class 16 contains 74120 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6282 members 
Mstep: Class 20 contains 92627 members 
Mstep: Class 21 contains 14150 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 8166 members 
Mstep: Class 24 contains 14639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626504.000000 Penalty: 51290.683594
Iteration 106Q: 25 clusters Score -6.26265e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84433 members 
Mstep: Class 2 contains 13068 members 
Mstep: Class 3 contains 18117 members 
Mstep: Class 4 contains 29577 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 78742 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 9 contains 11780 members 
Mstep: Class 10 contains 5389 members 
Mstep: Class 11 contains 3081 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13728 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 24711 members 
Mstep: Class 16 contains 74095 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6280 members 
Mstep: Class 20 contains 92649 members 
Mstep: Class 21 contains 14153 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 8165 members 
Mstep: Class 24 contains 14719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626568.000000 Penalty: 51290.683594
Iteration 107Q: 25 clusters Score -6.262657e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 12871 members 
Mstep: Class 3 contains 18315 members 
Mstep: Class 4 contains 29516 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 78680 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 9 contains 11783 members 
Mstep: Class 10 contains 5391 members 
Mstep: Class 11 contains 3081 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13724 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 24698 members 
Mstep: Class 16 contains 74080 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6280 members 
Mstep: Class 20 contains 92679 members 
Mstep: Class 21 contains 14156 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 14783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626552.000000 Penalty: 51290.683594
Iteration 108Q: 25 clusters Score -6.262655e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 12662 members 
Mstep: Class 3 contains 18538 members 
Mstep: Class 4 contains 29442 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 78615 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 9 contains 11788 members 
Mstep: Class 10 contains 5391 members 
Mstep: Class 11 contains 3079 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13725 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 24691 members 
Mstep: Class 16 contains 74068 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6278 members 
Mstep: Class 20 contains 92696 members 
Mstep: Class 21 contains 14158 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 8197 members 
Mstep: Class 24 contains 14835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626556.000000 Penalty: 51290.683594
Iteration 109Q: 25 clusters Score -6.262656e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84561 members 
Mstep: Class 2 contains 12423 members 
Mstep: Class 3 contains 18786 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 6442 members 
Mstep: Class 6 contains 78562 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 11793 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 3078 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13722 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 24684 members 
Mstep: Class 16 contains 74053 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6277 members 
Mstep: Class 20 contains 92709 members 
Mstep: Class 21 contains 14158 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 14877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626488.000000 Penalty: 51290.683594
Iteration 110Q: 25 clusters Score -6.262649e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 12156 members 
Mstep: Class 3 contains 19068 members 
Mstep: Class 4 contains 29306 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 78524 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 9 contains 11782 members 
Mstep: Class 10 contains 5380 members 
Mstep: Class 11 contains 3079 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13719 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 24676 members 
Mstep: Class 16 contains 74044 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6274 members 
Mstep: Class 20 contains 92733 members 
Mstep: Class 21 contains 14158 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 14913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626692.000000 Penalty: 51290.683594
Iteration 111Q: 25 clusters Score -6.262669e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 11871 members 
Mstep: Class 3 contains 19378 members 
Mstep: Class 4 contains 29248 members 
Mstep: Class 5 contains 6441 members 
Mstep: Class 6 contains 78499 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 9 contains 11763 members 
Mstep: Class 10 contains 5378 members 
Mstep: Class 11 contains 3077 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13716 members 
Mstep: Class 14 contains 4635 members 
Mstep: Class 15 contains 24667 members 
Mstep: Class 16 contains 74037 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6269 members 
Mstep: Class 20 contains 92747 members 
Mstep: Class 21 contains 14158 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 8257 members 
Mstep: Class 24 contains 14944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626784.000000 Penalty: 51290.683594
Iteration 112Q: 25 clusters Score -6.262678e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84651 members 
Mstep: Class 2 contains 11548 members 
Mstep: Class 3 contains 19720 members 
Mstep: Class 4 contains 29206 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 78464 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 9 contains 11756 members 
Mstep: Class 10 contains 5381 members 
Mstep: Class 11 contains 3077 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13718 members 
Mstep: Class 14 contains 4647 members 
Mstep: Class 15 contains 24661 members 
Mstep: Class 16 contains 74024 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6271 members 
Mstep: Class 20 contains 92758 members 
Mstep: Class 21 contains 14158 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 8260 members 
Mstep: Class 24 contains 14976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626756.000000 Penalty: 51290.683594
Iteration 113Q: 25 clusters Score -6.262676e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84672 members 
Mstep: Class 2 contains 11205 members 
Mstep: Class 3 contains 20083 members 
Mstep: Class 4 contains 29157 members 
Mstep: Class 5 contains 6441 members 
Mstep: Class 6 contains 78426 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 9 contains 11772 members 
Mstep: Class 10 contains 5371 members 
Mstep: Class 11 contains 3077 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13718 members 
Mstep: Class 14 contains 4650 members 
Mstep: Class 15 contains 24656 members 
Mstep: Class 16 contains 74019 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6269 members 
Mstep: Class 20 contains 92775 members 
Mstep: Class 21 contains 14156 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 8266 members 
Mstep: Class 24 contains 15003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626864.000000 Penalty: 51290.683594
Iteration 114Q: 25 clusters Score -6.262686e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84681 members 
Mstep: Class 2 contains 10841 members 
Mstep: Class 3 contains 20478 members 
Mstep: Class 4 contains 29122 members 
Mstep: Class 5 contains 6441 members 
Mstep: Class 6 contains 78380 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 9 contains 11786 members 
Mstep: Class 10 contains 5374 members 
Mstep: Class 11 contains 3075 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 13718 members 
Mstep: Class 14 contains 4648 members 
Mstep: Class 15 contains 24650 members 
Mstep: Class 16 contains 74014 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6271 members 
Mstep: Class 20 contains 92784 members 
Mstep: Class 21 contains 14157 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 8266 members 
Mstep: Class 24 contains 15030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626956.000000 Penalty: 51290.683594
Iteration 115Q: 25 clusters Score -6.262696e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84695 members 
Mstep: Class 2 contains 10403 members 
Mstep: Class 3 contains 20959 members 
Mstep: Class 4 contains 29069 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 78349 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 9 contains 11792 members 
Mstep: Class 10 contains 5376 members 
Mstep: Class 11 contains 3074 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 13712 members 
Mstep: Class 14 contains 4647 members 
Mstep: Class 15 contains 24645 members 
Mstep: Class 16 contains 74013 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6270 members 
Mstep: Class 20 contains 92788 members 
Mstep: Class 21 contains 14156 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 8283 members 
Mstep: Class 24 contains 15046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627176.000000 Penalty: 51290.683594
Iteration 116Q: 25 clusters Score -6.262718e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 9918 members 
Mstep: Class 3 contains 21497 members 
Mstep: Class 4 contains 29002 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 78323 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 11795 members 
Mstep: Class 10 contains 5373 members 
Mstep: Class 11 contains 3075 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13704 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 24647 members 
Mstep: Class 16 contains 74011 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6271 members 
Mstep: Class 20 contains 92797 members 
Mstep: Class 21 contains 14157 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 8288 members 
Mstep: Class 24 contains 15061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627476.000000 Penalty: 51290.683594
Iteration 117Q: 25 clusters Score -6.262748e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 9427 members 
Mstep: Class 3 contains 22085 members 
Mstep: Class 4 contains 28931 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 78302 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 11797 members 
Mstep: Class 10 contains 5372 members 
Mstep: Class 11 contains 3074 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13702 members 
Mstep: Class 14 contains 4641 members 
Mstep: Class 15 contains 24643 members 
Mstep: Class 16 contains 74012 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6271 members 
Mstep: Class 20 contains 92791 members 
Mstep: Class 21 contains 14156 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 8290 members 
Mstep: Class 24 contains 15073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627600.000000 Penalty: 51290.683594
Iteration 118Q: 25 clusters Score -6.26276e+07 nChanged 908
Entering ConstructFrom: 
Score: -62627600.000000 Penalty: 51290.683594
Entering ConstructFrom: 
Trying to split cluster 1 (84693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Entering Unmasked Estep 
Score: -10462172.000000 Penalty: 1843.853149
	Iteration 0F: 2 clusters Score -1.046217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -10410153.000000 Penalty: 3687.706299
	Iteration 0F: 3 clusters Score -1.041015e+07 nChanged 40310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -10434069.000000 Penalty: 3687.706299
	Iteration 1F: 3 clusters Score -1.043407e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -10436033.000000 Penalty: 3687.706299
	Iteration 2F: 3 clusters Score -1.043603e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -10439169.000000 Penalty: 3687.706299
	Iteration 3F: 3 clusters Score -1.043917e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -10444149.000000 Penalty: 3687.706299
	Iteration 4F: 3 clusters Score -1.044415e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 71039 members 
Entering Unmasked Estep 
Score: -10449847.000000 Penalty: 3687.706299
	Iteration 5F: 3 clusters Score -1.044985e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -10454507.000000 Penalty: 3687.706299
	Iteration 6F: 3 clusters Score -1.045451e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -10457648.000000 Penalty: 3687.706299
	Iteration 7Q: 3 clusters Score -1.045765e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -10459356.000000 Penalty: 3687.706299
	Iteration 8Q: 3 clusters Score -1.045936e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 83861 members 
Entering Unmasked Estep 
Score: -10460217.000000 Penalty: 3687.706299
	Iteration 9Q: 3 clusters Score -1.046022e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -10460557.000000 Penalty: 3687.706299
	Iteration 10Q: 3 clusters Score -1.046056e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 84282 members 
Entering Unmasked Estep 
Score: -10460745.000000 Penalty: 3687.706299
	Iteration 11Q: 3 clusters Score -1.046074e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -10460850.000000 Penalty: 3687.706299
	Iteration 12Q: 3 clusters Score -1.046085e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -10460898.000000 Penalty: 3687.706299
	Iteration 13Q: 3 clusters Score -1.04609e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 84323 members 
Entering Unmasked Estep 
Score: -10460931.000000 Penalty: 3687.706299
	Iteration 14Q: 3 clusters Score -1.046093e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 84332 members 
Entering Unmasked Estep 
Score: -10460951.000000 Penalty: 3687.706299
	Iteration 15Q: 3 clusters Score -1.046095e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -10460981.000000 Penalty: 3687.706299
	Iteration 16Q: 3 clusters Score -1.046098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -10460995.000000 Penalty: 3687.706299
	Iteration 17Q: 3 clusters Score -1.0461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 84343 members 
Entering Unmasked Estep 
Score: -10461006.000000 Penalty: 3687.706299
	Iteration 18Q: 3 clusters Score -1.046101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -10461016.000000 Penalty: 3687.706299
	Iteration 19Q: 3 clusters Score -1.046102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 84341 members 
Entering Unmasked Estep 
Score: -10461026.000000 Penalty: 3687.706299
	Iteration 20F: 3 clusters Score -1.046103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -10461038.000000 Penalty: 3687.706299
	Iteration 21Q: 3 clusters Score -1.046104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -10461036.000000 Penalty: 3687.706299
	Iteration 22Q: 3 clusters Score -1.046104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -10461050.000000 Penalty: 3687.706299
	Iteration 23Q: 3 clusters Score -1.046105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 84332 members 
Entering Unmasked Estep 
Score: -10461048.000000 Penalty: 3687.706299
	Iteration 24Q: 3 clusters Score -1.046105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 84332 members 
Entering Unmasked Estep 
Score: -10461048.000000 Penalty: 3687.706299
	Iteration 25F: 3 clusters Score -1.046105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Entering Unmasked Estep 
Score: -1109349.125000 Penalty: 1477.798340
	Iteration 0F: 2 clusters Score -1109349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1102818.625000 Penalty: 2955.596680
	Iteration 0F: 3 clusters Score -1102819 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1104940.750000 Penalty: 2955.596680
	Iteration 1F: 3 clusters Score -1104941 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1105255.875000 Penalty: 2955.596680
	Iteration 2F: 3 clusters Score -1105256 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1105533.000000 Penalty: 2955.596680
	Iteration 3F: 3 clusters Score -1105533 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1105810.125000 Penalty: 2955.596680
	Iteration 4F: 3 clusters Score -1105810 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1106132.250000 Penalty: 2955.596680
	Iteration 5F: 3 clusters Score -1106132 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1106497.750000 Penalty: 2955.596680
	Iteration 6F: 3 clusters Score -1106498 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1106872.125000 Penalty: 2955.596680
	Iteration 7Q: 3 clusters Score -1106872 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1107185.000000 Penalty: 2955.596680
	Iteration 8Q: 3 clusters Score -1107185 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1107392.375000 Penalty: 2955.596680
	Iteration 9Q: 3 clusters Score -1107392 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1107542.625000 Penalty: 2955.596680
	Iteration 10Q: 3 clusters Score -1107543 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1107665.375000 Penalty: 2955.596680
	Iteration 11Q: 3 clusters Score -1107665 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1107774.750000 Penalty: 2955.596680
	Iteration 12Q: 3 clusters Score -1107775 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1107856.875000 Penalty: 2955.596680
	Iteration 13Q: 3 clusters Score -1107857 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1107920.375000 Penalty: 2955.596680
	Iteration 14Q: 3 clusters Score -1107920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1107954.500000 Penalty: 2955.596680
	Iteration 15Q: 3 clusters Score -1107954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1107981.000000 Penalty: 2955.596680
	Iteration 16Q: 3 clusters Score -1107981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1107993.875000 Penalty: 2955.596680
	Iteration 17Q: 3 clusters Score -1107994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1108005.250000 Penalty: 2955.596680
	Iteration 18Q: 3 clusters Score -1108005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1108027.125000 Penalty: 2955.596680
	Iteration 19Q: 3 clusters Score -1108027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1108042.500000 Penalty: 2955.596680
	Iteration 20F: 3 clusters Score -1108042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1108054.625000 Penalty: 2955.596680
	Iteration 21Q: 3 clusters Score -1108055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1108062.250000 Penalty: 2955.596680
	Iteration 22Q: 3 clusters Score -1108062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1108068.375000 Penalty: 2955.596680
	Iteration 23Q: 3 clusters Score -1108068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1108071.625000 Penalty: 2955.596680
	Iteration 24Q: 3 clusters Score -1108072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1108076.125000 Penalty: 2955.596680
	Iteration 25Q: 3 clusters Score -1108076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1108082.000000 Penalty: 2955.596680
	Iteration 26Q: 3 clusters Score -1108082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1108086.875000 Penalty: 2955.596680
	Iteration 27Q: 3 clusters Score -1108087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1108087.625000 Penalty: 2955.596680
	Iteration 28Q: 3 clusters Score -1108088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1108088.625000 Penalty: 2955.596680
	Iteration 29Q: 3 clusters Score -1108089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1108088.875000 Penalty: 2955.596680
	Iteration 30Q: 3 clusters Score -1108089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1108087.750000 Penalty: 2955.596680
	Iteration 31Q: 3 clusters Score -1108088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1108087.750000 Penalty: 2955.596680
	Iteration 32F: 3 clusters Score -1108088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Entering Unmasked Estep 
Score: -2847377.000000 Penalty: 1630.051880
	Iteration 0F: 2 clusters Score -2847377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2831937.500000 Penalty: 3260.103760
	Iteration 0F: 3 clusters Score -2831938 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2837486.250000 Penalty: 3260.103760
	Iteration 1F: 3 clusters Score -2837486 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2837812.000000 Penalty: 3260.103760
	Iteration 2Q: 3 clusters Score -2837812 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2838128.000000 Penalty: 3260.103760
	Iteration 3Q: 3 clusters Score -2838128 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2838483.750000 Penalty: 3260.103760
	Iteration 4Q: 3 clusters Score -2838484 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2838935.500000 Penalty: 3260.103760
	Iteration 5Q: 3 clusters Score -2838936 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2839520.500000 Penalty: 3260.103760
	Iteration 6F: 3 clusters Score -2839520 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2840361.000000 Penalty: 3260.103760
	Iteration 7F: 3 clusters Score -2840361 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2841465.000000 Penalty: 3260.103760
	Iteration 8F: 3 clusters Score -2841465 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2842731.000000 Penalty: 3260.103760
	Iteration 9F: 3 clusters Score -2842731 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2843905.500000 Penalty: 3260.103760
	Iteration 10F: 3 clusters Score -2843906 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2844804.000000 Penalty: 3260.103760
	Iteration 11Q: 3 clusters Score -2844804 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2845329.500000 Penalty: 3260.103760
	Iteration 12Q: 3 clusters Score -2845330 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2845611.500000 Penalty: 3260.103760
	Iteration 13Q: 3 clusters Score -2845612 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2845761.750000 Penalty: 3260.103760
	Iteration 14Q: 3 clusters Score -2845762 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2845854.000000 Penalty: 3260.103760
	Iteration 15Q: 3 clusters Score -2845854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2845898.500000 Penalty: 3260.103760
	Iteration 16Q: 3 clusters Score -2845898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2845931.250000 Penalty: 3260.103760
	Iteration 17Q: 3 clusters Score -2845931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2845945.750000 Penalty: 3260.103760
	Iteration 18Q: 3 clusters Score -2845946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2845949.000000 Penalty: 3260.103760
	Iteration 19Q: 3 clusters Score -2845949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2845955.250000 Penalty: 3260.103760
	Iteration 20F: 3 clusters Score -2845955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2845960.000000 Penalty: 3260.103760
	Iteration 21Q: 3 clusters Score -2845960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2845963.250000 Penalty: 3260.103760
	Iteration 22Q: 3 clusters Score -2845963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -2845972.250000 Penalty: 3260.103760
	Iteration 23Q: 3 clusters Score -2845972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2845974.750000 Penalty: 3260.103760
	Iteration 24Q: 3 clusters Score -2845975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -2845974.750000 Penalty: 3260.103760
	Iteration 25Q: 3 clusters Score -2845975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2845976.250000 Penalty: 3260.103760
	Iteration 26Q: 3 clusters Score -2845976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2845982.000000 Penalty: 3260.103760
	Iteration 27Q: 3 clusters Score -2845982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -2845986.000000 Penalty: 3260.103760
	Iteration 28Q: 3 clusters Score -2845986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -2845987.500000 Penalty: 3260.103760
	Iteration 29Q: 3 clusters Score -2845988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -2845987.750000 Penalty: 3260.103760
	Iteration 30Q: 3 clusters Score -2845988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2845988.250000 Penalty: 3260.103760
	Iteration 31Q: 3 clusters Score -2845988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2845991.000000 Penalty: 3260.103760
	Iteration 32Q: 3 clusters Score -2845991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -2845993.750000 Penalty: 3260.103760
	Iteration 33Q: 3 clusters Score -2845994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2845999.000000 Penalty: 3260.103760
	Iteration 34Q: 3 clusters Score -2845999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2846001.250000 Penalty: 3260.103760
	Iteration 35Q: 3 clusters Score -2846001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2846003.500000 Penalty: 3260.103760
	Iteration 36Q: 3 clusters Score -2846004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2846003.500000 Penalty: 3260.103760
	Iteration 37F: 3 clusters Score -2846004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Entering Unmasked Estep 
Score: -3623166.000000 Penalty: 1669.005127
	Iteration 0F: 2 clusters Score -3623166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3603648.750000 Penalty: 3338.010254
	Iteration 0F: 3 clusters Score -3603649 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3611086.500000 Penalty: 3338.010254
	Iteration 1F: 3 clusters Score -3611086 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3611476.750000 Penalty: 3338.010254
	Iteration 2Q: 3 clusters Score -3611477 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3611863.750000 Penalty: 3338.010254
	Iteration 3Q: 3 clusters Score -3611864 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3612368.000000 Penalty: 3338.010254
	Iteration 4Q: 3 clusters Score -3612368 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -3613065.750000 Penalty: 3338.010254
	Iteration 5F: 3 clusters Score -3613066 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3614111.250000 Penalty: 3338.010254
	Iteration 6F: 3 clusters Score -3614111 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3615582.000000 Penalty: 3338.010254
	Iteration 7F: 3 clusters Score -3615582 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -3617436.250000 Penalty: 3338.010254
	Iteration 8F: 3 clusters Score -3617436 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3619167.500000 Penalty: 3338.010254
	Iteration 9F: 3 clusters Score -3619168 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3620372.250000 Penalty: 3338.010254
	Iteration 10Q: 3 clusters Score -3620372 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3621041.500000 Penalty: 3338.010254
	Iteration 11Q: 3 clusters Score -3621042 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3621392.500000 Penalty: 3338.010254
	Iteration 12Q: 3 clusters Score -3621392 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3621557.000000 Penalty: 3338.010254
	Iteration 13Q: 3 clusters Score -3621557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3621607.750000 Penalty: 3338.010254
	Iteration 14Q: 3 clusters Score -3621608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3621631.250000 Penalty: 3338.010254
	Iteration 15Q: 3 clusters Score -3621631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3621642.250000 Penalty: 3338.010254
	Iteration 16Q: 3 clusters Score -3621642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3621660.250000 Penalty: 3338.010254
	Iteration 17Q: 3 clusters Score -3621660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3621681.000000 Penalty: 3338.010254
	Iteration 18Q: 3 clusters Score -3621681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3621695.750000 Penalty: 3338.010254
	Iteration 19Q: 3 clusters Score -3621696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3621695.500000 Penalty: 3338.010254
	Iteration 20F: 3 clusters Score -3621696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Entering Unmasked Estep 
Score: -759466.312500 Penalty: 1425.044922
	Iteration 0F: 2 clusters Score -759466.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -754551.437500 Penalty: 2850.089844
	Iteration 0F: 3 clusters Score -754551.4 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -756049.687500 Penalty: 2850.089844
	Iteration 1F: 3 clusters Score -756049.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -756280.750000 Penalty: 2850.089844
	Iteration 2F: 3 clusters Score -756280.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -756432.125000 Penalty: 2850.089844
	Iteration 3F: 3 clusters Score -756432.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -756541.625000 Penalty: 2850.089844
	Iteration 4Q: 3 clusters Score -756541.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -756673.875000 Penalty: 2850.089844
	Iteration 5Q: 3 clusters Score -756673.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -756807.187500 Penalty: 2850.089844
	Iteration 6Q: 3 clusters Score -756807.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -756938.500000 Penalty: 2850.089844
	Iteration 7Q: 3 clusters Score -756938.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -757081.562500 Penalty: 2850.089844
	Iteration 8Q: 3 clusters Score -757081.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -757225.125000 Penalty: 2850.089844
	Iteration 9Q: 3 clusters Score -757225.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -757392.812500 Penalty: 2850.089844
	Iteration 10Q: 3 clusters Score -757392.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -757550.937500 Penalty: 2850.089844
	Iteration 11Q: 3 clusters Score -757550.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -757709.312500 Penalty: 2850.089844
	Iteration 12Q: 3 clusters Score -757709.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -757841.000000 Penalty: 2850.089844
	Iteration 13Q: 3 clusters Score -757841 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -757950.062500 Penalty: 2850.089844
	Iteration 14Q: 3 clusters Score -757950.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -758035.812500 Penalty: 2850.089844
	Iteration 15Q: 3 clusters Score -758035.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -758088.812500 Penalty: 2850.089844
	Iteration 16Q: 3 clusters Score -758088.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -758141.875000 Penalty: 2850.089844
	Iteration 17Q: 3 clusters Score -758141.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -758181.625000 Penalty: 2850.089844
	Iteration 18Q: 3 clusters Score -758181.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -758212.000000 Penalty: 2850.089844
	Iteration 19Q: 3 clusters Score -758212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -758237.562500 Penalty: 2850.089844
	Iteration 20F: 3 clusters Score -758237.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -758263.750000 Penalty: 2850.089844
	Iteration 21Q: 3 clusters Score -758263.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -758283.562500 Penalty: 2850.089844
	Iteration 22Q: 3 clusters Score -758283.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -758297.875000 Penalty: 2850.089844
	Iteration 23Q: 3 clusters Score -758297.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -758308.500000 Penalty: 2850.089844
	Iteration 24Q: 3 clusters Score -758308.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -758314.562500 Penalty: 2850.089844
	Iteration 25Q: 3 clusters Score -758314.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -758320.437500 Penalty: 2850.089844
	Iteration 26Q: 3 clusters Score -758320.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -758324.750000 Penalty: 2850.089844
	Iteration 27Q: 3 clusters Score -758324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -758327.062500 Penalty: 2850.089844
	Iteration 28Q: 3 clusters Score -758327.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -758326.875000 Penalty: 2850.089844
	Iteration 29Q: 3 clusters Score -758326.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -758326.875000 Penalty: 2850.089844
	Iteration 30F: 3 clusters Score -758326.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Entering Unmasked Estep 
Score: -9852397.000000 Penalty: 1831.055664
	Iteration 0F: 2 clusters Score -9852397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -9803394.000000 Penalty: 3662.111328
	Iteration 0F: 3 clusters Score -9803394 nChanged 37224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -9824459.000000 Penalty: 3662.111328
	Iteration 1F: 3 clusters Score -9824459 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -9825271.000000 Penalty: 3662.111328
	Iteration 2Q: 3 clusters Score -9825271 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -9826429.000000 Penalty: 3662.111328
	Iteration 3Q: 3 clusters Score -9826429 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -9828030.000000 Penalty: 3662.111328
	Iteration 4Q: 3 clusters Score -9828030 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -9830128.000000 Penalty: 3662.111328
	Iteration 5F: 3 clusters Score -9830128 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -9832916.000000 Penalty: 3662.111328
	Iteration 6F: 3 clusters Score -9832916 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -9836334.000000 Penalty: 3662.111328
	Iteration 7F: 3 clusters Score -9836334 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -9839295.000000 Penalty: 3662.111328
	Iteration 8F: 3 clusters Score -9839295 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -9841378.000000 Penalty: 3662.111328
	Iteration 9Q: 3 clusters Score -9841378 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -9842574.000000 Penalty: 3662.111328
	Iteration 10Q: 3 clusters Score -9842574 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -9843289.000000 Penalty: 3662.111328
	Iteration 11Q: 3 clusters Score -9843289 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -9843729.000000 Penalty: 3662.111328
	Iteration 12Q: 3 clusters Score -9843729 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -9844152.000000 Penalty: 3662.111328
	Iteration 13Q: 3 clusters Score -9844152 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -9844549.000000 Penalty: 3662.111328
	Iteration 14Q: 3 clusters Score -9844549 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -9845021.000000 Penalty: 3662.111328
	Iteration 15Q: 3 clusters Score -9845021 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -9845402.000000 Penalty: 3662.111328
	Iteration 16Q: 3 clusters Score -9845402 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -9845814.000000 Penalty: 3662.111328
	Iteration 17Q: 3 clusters Score -9845814 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -9846216.000000 Penalty: 3662.111328
	Iteration 18Q: 3 clusters Score -9846216 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -9846701.000000 Penalty: 3662.111328
	Iteration 19Q: 3 clusters Score -9846701 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -9847225.000000 Penalty: 3662.111328
	Iteration 20F: 3 clusters Score -9847225 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -9847734.000000 Penalty: 3662.111328
	Iteration 21Q: 3 clusters Score -9847734 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -9848310.000000 Penalty: 3662.111328
	Iteration 22Q: 3 clusters Score -9848310 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -9848867.000000 Penalty: 3662.111328
	Iteration 23Q: 3 clusters Score -9848867 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -9849462.000000 Penalty: 3662.111328
	Iteration 24Q: 3 clusters Score -9849462 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74528 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -9849956.000000 Penalty: 3662.111328
	Iteration 25Q: 3 clusters Score -9849956 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -9850226.000000 Penalty: 3662.111328
	Iteration 26Q: 3 clusters Score -9850226 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -9850437.000000 Penalty: 3662.111328
	Iteration 27Q: 3 clusters Score -9850437 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -9850554.000000 Penalty: 3662.111328
	Iteration 28Q: 3 clusters Score -9850554 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -9850595.000000 Penalty: 3662.111328
	Iteration 29Q: 3 clusters Score -9850595 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -9850629.000000 Penalty: 3662.111328
	Iteration 30Q: 3 clusters Score -9850629 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -9850646.000000 Penalty: 3662.111328
	Iteration 31Q: 3 clusters Score -9850646 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9850653.000000 Penalty: 3662.111328
	Iteration 32Q: 3 clusters Score -9850653 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -9850691.000000 Penalty: 3662.111328
	Iteration 33Q: 3 clusters Score -9850691 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -9850732.000000 Penalty: 3662.111328
	Iteration 34Q: 3 clusters Score -9850732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9850757.000000 Penalty: 3662.111328
	Iteration 35Q: 3 clusters Score -9850757 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9850792.000000 Penalty: 3662.111328
	Iteration 36Q: 3 clusters Score -9850792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76380 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9850791.000000 Penalty: 3662.111328
	Iteration 37Q: 3 clusters Score -9850791 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9850795.000000 Penalty: 3662.111328
	Iteration 38Q: 3 clusters Score -9850795 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -9850819.000000 Penalty: 3662.111328
	Iteration 39Q: 3 clusters Score -9850819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76503 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9850829.000000 Penalty: 3662.111328
	Iteration 40F: 3 clusters Score -9850829 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9850836.000000 Penalty: 3662.111328
	Iteration 41Q: 3 clusters Score -9850836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -9850846.000000 Penalty: 3662.111328
	Iteration 42Q: 3 clusters Score -9850846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9850870.000000 Penalty: 3662.111328
	Iteration 43Q: 3 clusters Score -9850870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -9850862.000000 Penalty: 3662.111328
	Iteration 44Q: 3 clusters Score -9850862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -9850871.000000 Penalty: 3662.111328
	Iteration 45Q: 3 clusters Score -9850871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9850873.000000 Penalty: 3662.111328
	Iteration 46Q: 3 clusters Score -9850873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9850876.000000 Penalty: 3662.111328
	Iteration 47Q: 3 clusters Score -9850876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9850878.000000 Penalty: 3662.111328
	Iteration 48Q: 3 clusters Score -9850878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9850883.000000 Penalty: 3662.111328
	Iteration 49Q: 3 clusters Score -9850883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -9850888.000000 Penalty: 3662.111328
	Iteration 50Q: 3 clusters Score -9850888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76683 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -9850902.000000 Penalty: 3662.111328
	Iteration 51Q: 3 clusters Score -9850902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -9850905.000000 Penalty: 3662.111328
	Iteration 52Q: 3 clusters Score -9850905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76710 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9850905.000000 Penalty: 3662.111328
	Iteration 53Q: 3 clusters Score -9850905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76724 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -9850908.000000 Penalty: 3662.111328
	Iteration 54Q: 3 clusters Score -9850908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9850904.000000 Penalty: 3662.111328
	Iteration 55Q: 3 clusters Score -9850904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9850898.000000 Penalty: 3662.111328
	Iteration 56Q: 3 clusters Score -9850898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9850896.000000 Penalty: 3662.111328
	Iteration 57Q: 3 clusters Score -9850896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -9850901.000000 Penalty: 3662.111328
	Iteration 58Q: 3 clusters Score -9850901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9850901.000000 Penalty: 3662.111328
	Iteration 59Q: 3 clusters Score -9850901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9850897.000000 Penalty: 3662.111328
	Iteration 60F: 3 clusters Score -9850897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76780 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -9850909.000000 Penalty: 3662.111328
	Iteration 61Q: 3 clusters Score -9850909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76782 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -9850908.000000 Penalty: 3662.111328
	Iteration 62Q: 3 clusters Score -9850908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9850904.000000 Penalty: 3662.111328
	Iteration 63Q: 3 clusters Score -9850904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76786 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9850913.000000 Penalty: 3662.111328
	Iteration 64Q: 3 clusters Score -9850913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76788 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9850914.000000 Penalty: 3662.111328
	Iteration 65Q: 3 clusters Score -9850914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -9850906.000000 Penalty: 3662.111328
	Iteration 66Q: 3 clusters Score -9850906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76793 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -9850910.000000 Penalty: 3662.111328
	Iteration 67Q: 3 clusters Score -9850910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -9850908.000000 Penalty: 3662.111328
	Iteration 68Q: 3 clusters Score -9850908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76793 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -9850910.000000 Penalty: 3662.111328
	Iteration 69Q: 3 clusters Score -9850910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -9850919.000000 Penalty: 3662.111328
	Iteration 70Q: 3 clusters Score -9850919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -9850922.000000 Penalty: 3662.111328
	Iteration 71Q: 3 clusters Score -9850922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -9850922.000000 Penalty: 3662.111328
	Iteration 72F: 3 clusters Score -9850922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Entering Unmasked Estep 
Score: -194617.265625 Penalty: 1198.479004
	Iteration 0F: 2 clusters Score -194617.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -192759.531250 Penalty: 2396.958008
	Iteration 0F: 3 clusters Score -192759.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -193140.906250 Penalty: 2396.958008
	Iteration 1F: 3 clusters Score -193140.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -193250.593750 Penalty: 2396.958008
	Iteration 2F: 3 clusters Score -193250.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -193325.703125 Penalty: 2396.958008
	Iteration 3F: 3 clusters Score -193325.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -193368.359375 Penalty: 2396.958008
	Iteration 4Q: 3 clusters Score -193368.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -193392.234375 Penalty: 2396.958008
	Iteration 5Q: 3 clusters Score -193392.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -193406.859375 Penalty: 2396.958008
	Iteration 6Q: 3 clusters Score -193406.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -193414.859375 Penalty: 2396.958008
	Iteration 7Q: 3 clusters Score -193414.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -193424.640625 Penalty: 2396.958008
	Iteration 8Q: 3 clusters Score -193424.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -193429.703125 Penalty: 2396.958008
	Iteration 9Q: 3 clusters Score -193429.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -193432.359375 Penalty: 2396.958008
	Iteration 10Q: 3 clusters Score -193432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -193434.750000 Penalty: 2396.958008
	Iteration 11Q: 3 clusters Score -193434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -193435.218750 Penalty: 2396.958008
	Iteration 12Q: 3 clusters Score -193435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -193435.765625 Penalty: 2396.958008
	Iteration 13Q: 3 clusters Score -193435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -193436.140625 Penalty: 2396.958008
	Iteration 14Q: 3 clusters Score -193436.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -193436.234375 Penalty: 2396.958008
	Iteration 15Q: 3 clusters Score -193436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -193436.234375 Penalty: 2396.958008
	Iteration 16F: 3 clusters Score -193436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -356221.406250 Penalty: 1295.861572
	Iteration 0F: 2 clusters Score -356221.4 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 1429 members 
Entering Unmasked Estep 
Score: -353574.187500 Penalty: 2591.723145
	Iteration 0F: 3 clusters Score -353574.2 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -354226.125000 Penalty: 2591.723145
	Iteration 1F: 3 clusters Score -354226.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -354377.781250 Penalty: 2591.723145
	Iteration 2F: 3 clusters Score -354377.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -354529.187500 Penalty: 2591.723145
	Iteration 3F: 3 clusters Score -354529.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -354684.031250 Penalty: 2591.723145
	Iteration 4F: 3 clusters Score -354684 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -354804.031250 Penalty: 2591.723145
	Iteration 5F: 3 clusters Score -354804 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -354896.343750 Penalty: 2591.723145
	Iteration 6Q: 3 clusters Score -354896.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -354972.375000 Penalty: 2591.723145
	Iteration 7Q: 3 clusters Score -354972.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -355053.250000 Penalty: 2591.723145
	Iteration 8Q: 3 clusters Score -355053.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -355138.437500 Penalty: 2591.723145
	Iteration 9Q: 3 clusters Score -355138.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -355229.812500 Penalty: 2591.723145
	Iteration 10Q: 3 clusters Score -355229.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -355303.937500 Penalty: 2591.723145
	Iteration 11Q: 3 clusters Score -355303.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -355350.875000 Penalty: 2591.723145
	Iteration 12Q: 3 clusters Score -355350.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -355399.531250 Penalty: 2591.723145
	Iteration 13Q: 3 clusters Score -355399.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -355427.375000 Penalty: 2591.723145
	Iteration 14Q: 3 clusters Score -355427.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -355442.687500 Penalty: 2591.723145
	Iteration 15Q: 3 clusters Score -355442.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -355458.156250 Penalty: 2591.723145
	Iteration 16Q: 3 clusters Score -355458.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -355472.718750 Penalty: 2591.723145
	Iteration 17Q: 3 clusters Score -355472.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -355482.843750 Penalty: 2591.723145
	Iteration 18Q: 3 clusters Score -355482.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -355490.781250 Penalty: 2591.723145
	Iteration 19Q: 3 clusters Score -355490.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -355500.281250 Penalty: 2591.723145
	Iteration 20F: 3 clusters Score -355500.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -355508.968750 Penalty: 2591.723145
	Iteration 21Q: 3 clusters Score -355509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -355515.750000 Penalty: 2591.723145
	Iteration 22Q: 3 clusters Score -355515.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -355518.687500 Penalty: 2591.723145
	Iteration 23Q: 3 clusters Score -355518.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -355520.937500 Penalty: 2591.723145
	Iteration 24Q: 3 clusters Score -355520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -355524.625000 Penalty: 2591.723145
	Iteration 25Q: 3 clusters Score -355524.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -355529.406250 Penalty: 2591.723145
	Iteration 26Q: 3 clusters Score -355529.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -355535.937500 Penalty: 2591.723145
	Iteration 27Q: 3 clusters Score -355535.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -355538.312500 Penalty: 2591.723145
	Iteration 28Q: 3 clusters Score -355538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -355538.625000 Penalty: 2591.723145
	Iteration 29Q: 3 clusters Score -355538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -355539.812500 Penalty: 2591.723145
	Iteration 30Q: 3 clusters Score -355539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -355540.125000 Penalty: 2591.723145
	Iteration 31Q: 3 clusters Score -355540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -355540.687500 Penalty: 2591.723145
	Iteration 32Q: 3 clusters Score -355540.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -355540.687500 Penalty: 2591.723145
	Iteration 33F: 3 clusters Score -355540.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Entering Unmasked Estep 
Score: -1486423.875000 Penalty: 1523.411011
	Iteration 0F: 2 clusters Score -1486424 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 5844 members 
Entering Unmasked Estep 
Score: -1478060.875000 Penalty: 3046.822021
	Iteration 0F: 3 clusters Score -1478061 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1480898.750000 Penalty: 3046.822021
	Iteration 1F: 3 clusters Score -1480899 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1481153.750000 Penalty: 3046.822021
	Iteration 2F: 3 clusters Score -1481154 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1481377.375000 Penalty: 3046.822021
	Iteration 3Q: 3 clusters Score -1481377 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1481562.750000 Penalty: 3046.822021
	Iteration 4Q: 3 clusters Score -1481563 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1481742.125000 Penalty: 3046.822021
	Iteration 5Q: 3 clusters Score -1481742 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1481929.250000 Penalty: 3046.822021
	Iteration 6Q: 3 clusters Score -1481929 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1482142.625000 Penalty: 3046.822021
	Iteration 7Q: 3 clusters Score -1482143 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1482388.500000 Penalty: 3046.822021
	Iteration 8Q: 3 clusters Score -1482388 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1482669.000000 Penalty: 3046.822021
	Iteration 9Q: 3 clusters Score -1482669 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1483006.250000 Penalty: 3046.822021
	Iteration 10Q: 3 clusters Score -1483006 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1483373.250000 Penalty: 3046.822021
	Iteration 11Q: 3 clusters Score -1483373 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1483677.250000 Penalty: 3046.822021
	Iteration 12Q: 3 clusters Score -1483677 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1483920.000000 Penalty: 3046.822021
	Iteration 13Q: 3 clusters Score -1483920 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1484093.500000 Penalty: 3046.822021
	Iteration 14Q: 3 clusters Score -1484094 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1484261.375000 Penalty: 3046.822021
	Iteration 15Q: 3 clusters Score -1484261 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1484411.750000 Penalty: 3046.822021
	Iteration 16Q: 3 clusters Score -1484412 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1484576.250000 Penalty: 3046.822021
	Iteration 17Q: 3 clusters Score -1484576 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1484733.500000 Penalty: 3046.822021
	Iteration 18Q: 3 clusters Score -1484734 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1484866.250000 Penalty: 3046.822021
	Iteration 19Q: 3 clusters Score -1484866 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1484974.000000 Penalty: 3046.822021
	Iteration 20F: 3 clusters Score -1484974 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1485052.375000 Penalty: 3046.822021
	Iteration 21Q: 3 clusters Score -1485052 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1485102.875000 Penalty: 3046.822021
	Iteration 22Q: 3 clusters Score -1485103 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1485138.750000 Penalty: 3046.822021
	Iteration 23Q: 3 clusters Score -1485139 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1485159.375000 Penalty: 3046.822021
	Iteration 24Q: 3 clusters Score -1485159 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1485174.125000 Penalty: 3046.822021
	Iteration 25Q: 3 clusters Score -1485174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1485183.625000 Penalty: 3046.822021
	Iteration 26Q: 3 clusters Score -1485184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1485185.750000 Penalty: 3046.822021
	Iteration 27Q: 3 clusters Score -1485186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1485192.375000 Penalty: 3046.822021
	Iteration 28Q: 3 clusters Score -1485192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1485193.375000 Penalty: 3046.822021
	Iteration 29Q: 3 clusters Score -1485193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1485193.500000 Penalty: 3046.822021
	Iteration 30Q: 3 clusters Score -1485194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1485200.625000 Penalty: 3046.822021
	Iteration 31Q: 3 clusters Score -1485201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1485199.750000 Penalty: 3046.822021
	Iteration 32Q: 3 clusters Score -1485200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1485205.875000 Penalty: 3046.822021
	Iteration 33Q: 3 clusters Score -1485206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1485205.750000 Penalty: 3046.822021
	Iteration 34Q: 3 clusters Score -1485206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1485209.750000 Penalty: 3046.822021
	Iteration 35Q: 3 clusters Score -1485210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1485209.500000 Penalty: 3046.822021
	Iteration 36Q: 3 clusters Score -1485210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1485212.375000 Penalty: 3046.822021
	Iteration 37Q: 3 clusters Score -1485212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1485210.375000 Penalty: 3046.822021
	Iteration 38Q: 3 clusters Score -1485210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1485210.375000 Penalty: 3046.822021
	Iteration 39F: 3 clusters Score -1485210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Entering Unmasked Estep 
Score: -632243.375000 Penalty: 1395.372192
	Iteration 0F: 2 clusters Score -632243.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -628053.250000 Penalty: 2790.744385
	Iteration 0F: 3 clusters Score -628053.2 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -629162.750000 Penalty: 2790.744385
	Iteration 1F: 3 clusters Score -629162.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -629348.125000 Penalty: 2790.744385
	Iteration 2F: 3 clusters Score -629348.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -629470.500000 Penalty: 2790.744385
	Iteration 3F: 3 clusters Score -629470.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -629573.625000 Penalty: 2790.744385
	Iteration 4Q: 3 clusters Score -629573.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -629666.875000 Penalty: 2790.744385
	Iteration 5Q: 3 clusters Score -629666.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -629745.062500 Penalty: 2790.744385
	Iteration 6Q: 3 clusters Score -629745.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -629834.687500 Penalty: 2790.744385
	Iteration 7Q: 3 clusters Score -629834.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -629928.625000 Penalty: 2790.744385
	Iteration 8Q: 3 clusters Score -629928.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -630038.500000 Penalty: 2790.744385
	Iteration 9Q: 3 clusters Score -630038.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -630162.812500 Penalty: 2790.744385
	Iteration 10Q: 3 clusters Score -630162.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -630297.687500 Penalty: 2790.744385
	Iteration 11Q: 3 clusters Score -630297.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -630453.062500 Penalty: 2790.744385
	Iteration 12Q: 3 clusters Score -630453.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -630614.937500 Penalty: 2790.744385
	Iteration 13Q: 3 clusters Score -630614.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -630747.750000 Penalty: 2790.744385
	Iteration 14Q: 3 clusters Score -630747.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -630861.437500 Penalty: 2790.744385
	Iteration 15Q: 3 clusters Score -630861.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -630933.375000 Penalty: 2790.744385
	Iteration 16Q: 3 clusters Score -630933.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -630993.500000 Penalty: 2790.744385
	Iteration 17Q: 3 clusters Score -630993.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -631033.562500 Penalty: 2790.744385
	Iteration 18Q: 3 clusters Score -631033.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -631055.750000 Penalty: 2790.744385
	Iteration 19Q: 3 clusters Score -631055.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -631070.250000 Penalty: 2790.744385
	Iteration 20F: 3 clusters Score -631070.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -631082.250000 Penalty: 2790.744385
	Iteration 21Q: 3 clusters Score -631082.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -631086.437500 Penalty: 2790.744385
	Iteration 22Q: 3 clusters Score -631086.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -631094.312500 Penalty: 2790.744385
	Iteration 23Q: 3 clusters Score -631094.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -631098.562500 Penalty: 2790.744385
	Iteration 24Q: 3 clusters Score -631098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -631099.750000 Penalty: 2790.744385
	Iteration 25Q: 3 clusters Score -631099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -631103.562500 Penalty: 2790.744385
	Iteration 26Q: 3 clusters Score -631103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -631108.250000 Penalty: 2790.744385
	Iteration 27Q: 3 clusters Score -631108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -631111.125000 Penalty: 2790.744385
	Iteration 28Q: 3 clusters Score -631111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -631111.750000 Penalty: 2790.744385
	Iteration 29Q: 3 clusters Score -631111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -631112.562500 Penalty: 2790.744385
	Iteration 30Q: 3 clusters Score -631112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -631114.312500 Penalty: 2790.744385
	Iteration 31Q: 3 clusters Score -631114.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -631114.312500 Penalty: 2790.744385
	Iteration 32F: 3 clusters Score -631114.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Entering Unmasked Estep 
Score: -379306.312500 Penalty: 1304.941650
	Iteration 0F: 2 clusters Score -379306.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -376538.281250 Penalty: 2609.883301
	Iteration 0F: 3 clusters Score -376538.3 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -377260.562500 Penalty: 2609.883301
	Iteration 1F: 3 clusters Score -377260.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -377443.562500 Penalty: 2609.883301
	Iteration 2F: 3 clusters Score -377443.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -377547.125000 Penalty: 2609.883301
	Iteration 3F: 3 clusters Score -377547.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -377621.562500 Penalty: 2609.883301
	Iteration 4Q: 3 clusters Score -377621.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -377666.875000 Penalty: 2609.883301
	Iteration 5Q: 3 clusters Score -377666.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -377697.062500 Penalty: 2609.883301
	Iteration 6Q: 3 clusters Score -377697.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -377709.656250 Penalty: 2609.883301
	Iteration 7Q: 3 clusters Score -377709.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -377719.093750 Penalty: 2609.883301
	Iteration 8Q: 3 clusters Score -377719.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -377725.187500 Penalty: 2609.883301
	Iteration 9Q: 3 clusters Score -377725.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -377733.062500 Penalty: 2609.883301
	Iteration 10Q: 3 clusters Score -377733.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -377737.968750 Penalty: 2609.883301
	Iteration 11Q: 3 clusters Score -377738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -377742.812500 Penalty: 2609.883301
	Iteration 12Q: 3 clusters Score -377742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -377746.687500 Penalty: 2609.883301
	Iteration 13Q: 3 clusters Score -377746.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -377751.531250 Penalty: 2609.883301
	Iteration 14Q: 3 clusters Score -377751.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -377754.250000 Penalty: 2609.883301
	Iteration 15Q: 3 clusters Score -377754.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -377758.468750 Penalty: 2609.883301
	Iteration 16Q: 3 clusters Score -377758.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -377763.625000 Penalty: 2609.883301
	Iteration 17Q: 3 clusters Score -377763.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -377771.062500 Penalty: 2609.883301
	Iteration 18Q: 3 clusters Score -377771.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -377778.125000 Penalty: 2609.883301
	Iteration 19Q: 3 clusters Score -377778.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -377785.000000 Penalty: 2609.883301
	Iteration 20F: 3 clusters Score -377785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -377793.718750 Penalty: 2609.883301
	Iteration 21Q: 3 clusters Score -377793.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -377800.125000 Penalty: 2609.883301
	Iteration 22Q: 3 clusters Score -377800.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -377805.843750 Penalty: 2609.883301
	Iteration 23Q: 3 clusters Score -377805.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -377813.812500 Penalty: 2609.883301
	Iteration 24Q: 3 clusters Score -377813.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -377824.656250 Penalty: 2609.883301
	Iteration 25Q: 3 clusters Score -377824.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -377836.750000 Penalty: 2609.883301
	Iteration 26Q: 3 clusters Score -377836.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -377848.843750 Penalty: 2609.883301
	Iteration 27Q: 3 clusters Score -377848.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -377862.093750 Penalty: 2609.883301
	Iteration 28Q: 3 clusters Score -377862.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -377875.031250 Penalty: 2609.883301
	Iteration 29Q: 3 clusters Score -377875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -377888.500000 Penalty: 2609.883301
	Iteration 30Q: 3 clusters Score -377888.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -377903.500000 Penalty: 2609.883301
	Iteration 31Q: 3 clusters Score -377903.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -377918.000000 Penalty: 2609.883301
	Iteration 32Q: 3 clusters Score -377918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -377940.625000 Penalty: 2609.883301
	Iteration 33Q: 3 clusters Score -377940.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -377966.562500 Penalty: 2609.883301
	Iteration 34Q: 3 clusters Score -377966.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -377997.593750 Penalty: 2609.883301
	Iteration 35Q: 3 clusters Score -377997.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -378040.437500 Penalty: 2609.883301
	Iteration 36Q: 3 clusters Score -378040.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -378081.250000 Penalty: 2609.883301
	Iteration 37Q: 3 clusters Score -378081.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -378122.781250 Penalty: 2609.883301
	Iteration 38Q: 3 clusters Score -378122.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -378151.687500 Penalty: 2609.883301
	Iteration 39Q: 3 clusters Score -378151.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -378183.031250 Penalty: 2609.883301
	Iteration 40F: 3 clusters Score -378183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -378204.406250 Penalty: 2609.883301
	Iteration 41Q: 3 clusters Score -378204.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -378225.156250 Penalty: 2609.883301
	Iteration 42Q: 3 clusters Score -378225.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -378242.312500 Penalty: 2609.883301
	Iteration 43Q: 3 clusters Score -378242.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -378254.343750 Penalty: 2609.883301
	Iteration 44Q: 3 clusters Score -378254.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -378263.125000 Penalty: 2609.883301
	Iteration 45Q: 3 clusters Score -378263.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -378269.375000 Penalty: 2609.883301
	Iteration 46Q: 3 clusters Score -378269.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -378274.750000 Penalty: 2609.883301
	Iteration 47Q: 3 clusters Score -378274.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -378285.531250 Penalty: 2609.883301
	Iteration 48Q: 3 clusters Score -378285.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -378291.000000 Penalty: 2609.883301
	Iteration 49Q: 3 clusters Score -378291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -378295.906250 Penalty: 2609.883301
	Iteration 50Q: 3 clusters Score -378295.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -378301.687500 Penalty: 2609.883301
	Iteration 51Q: 3 clusters Score -378301.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -378304.406250 Penalty: 2609.883301
	Iteration 52Q: 3 clusters Score -378304.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -378307.000000 Penalty: 2609.883301
	Iteration 53Q: 3 clusters Score -378307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -378309.187500 Penalty: 2609.883301
	Iteration 54Q: 3 clusters Score -378309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -378309.562500 Penalty: 2609.883301
	Iteration 55Q: 3 clusters Score -378309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -378311.687500 Penalty: 2609.883301
	Iteration 56Q: 3 clusters Score -378311.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -378312.593750 Penalty: 2609.883301
	Iteration 57Q: 3 clusters Score -378312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -378313.093750 Penalty: 2609.883301
	Iteration 58Q: 3 clusters Score -378313.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -378313.093750 Penalty: 2609.883301
	Iteration 59F: 3 clusters Score -378313.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Entering Unmasked Estep 
Score: -405229.562500 Penalty: 1319.595581
	Iteration 0F: 2 clusters Score -405229.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -402271.031250 Penalty: 2639.191162
	Iteration 0F: 3 clusters Score -402271 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -402997.000000 Penalty: 2639.191162
	Iteration 1F: 3 clusters Score -402997 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -403121.656250 Penalty: 2639.191162
	Iteration 2F: 3 clusters Score -403121.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -403213.281250 Penalty: 2639.191162
	Iteration 3F: 3 clusters Score -403213.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -403262.031250 Penalty: 2639.191162
	Iteration 4Q: 3 clusters Score -403262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -403293.875000 Penalty: 2639.191162
	Iteration 5Q: 3 clusters Score -403293.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -403320.906250 Penalty: 2639.191162
	Iteration 6Q: 3 clusters Score -403320.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -403347.718750 Penalty: 2639.191162
	Iteration 7Q: 3 clusters Score -403347.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -403368.625000 Penalty: 2639.191162
	Iteration 8Q: 3 clusters Score -403368.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -403392.062500 Penalty: 2639.191162
	Iteration 9Q: 3 clusters Score -403392.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -403415.343750 Penalty: 2639.191162
	Iteration 10Q: 3 clusters Score -403415.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -403442.187500 Penalty: 2639.191162
	Iteration 11Q: 3 clusters Score -403442.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -403472.437500 Penalty: 2639.191162
	Iteration 12Q: 3 clusters Score -403472.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -403502.718750 Penalty: 2639.191162
	Iteration 13Q: 3 clusters Score -403502.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -403530.531250 Penalty: 2639.191162
	Iteration 14Q: 3 clusters Score -403530.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -403556.812500 Penalty: 2639.191162
	Iteration 15Q: 3 clusters Score -403556.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -403584.093750 Penalty: 2639.191162
	Iteration 16Q: 3 clusters Score -403584.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -403613.000000 Penalty: 2639.191162
	Iteration 17Q: 3 clusters Score -403613 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -403641.125000 Penalty: 2639.191162
	Iteration 18Q: 3 clusters Score -403641.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -403671.593750 Penalty: 2639.191162
	Iteration 19Q: 3 clusters Score -403671.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -403699.937500 Penalty: 2639.191162
	Iteration 20F: 3 clusters Score -403699.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -403730.750000 Penalty: 2639.191162
	Iteration 21Q: 3 clusters Score -403730.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -403757.281250 Penalty: 2639.191162
	Iteration 22Q: 3 clusters Score -403757.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -403777.812500 Penalty: 2639.191162
	Iteration 23Q: 3 clusters Score -403777.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -403811.562500 Penalty: 2639.191162
	Iteration 24Q: 3 clusters Score -403811.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -403841.312500 Penalty: 2639.191162
	Iteration 25Q: 3 clusters Score -403841.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -403872.437500 Penalty: 2639.191162
	Iteration 26Q: 3 clusters Score -403872.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -403893.156250 Penalty: 2639.191162
	Iteration 27Q: 3 clusters Score -403893.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -403913.781250 Penalty: 2639.191162
	Iteration 28Q: 3 clusters Score -403913.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -403930.031250 Penalty: 2639.191162
	Iteration 29Q: 3 clusters Score -403930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -403942.468750 Penalty: 2639.191162
	Iteration 30Q: 3 clusters Score -403942.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -403952.468750 Penalty: 2639.191162
	Iteration 31Q: 3 clusters Score -403952.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -403961.281250 Penalty: 2639.191162
	Iteration 32Q: 3 clusters Score -403961.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -403966.906250 Penalty: 2639.191162
	Iteration 33Q: 3 clusters Score -403966.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -403973.312500 Penalty: 2639.191162
	Iteration 34Q: 3 clusters Score -403973.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -403981.906250 Penalty: 2639.191162
	Iteration 35Q: 3 clusters Score -403981.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -403990.312500 Penalty: 2639.191162
	Iteration 36Q: 3 clusters Score -403990.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -403994.375000 Penalty: 2639.191162
	Iteration 37Q: 3 clusters Score -403994.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -403999.750000 Penalty: 2639.191162
	Iteration 38Q: 3 clusters Score -403999.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -404004.843750 Penalty: 2639.191162
	Iteration 39Q: 3 clusters Score -404004.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -404008.656250 Penalty: 2639.191162
	Iteration 40F: 3 clusters Score -404008.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -404012.062500 Penalty: 2639.191162
	Iteration 41Q: 3 clusters Score -404012.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -404014.843750 Penalty: 2639.191162
	Iteration 42Q: 3 clusters Score -404014.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -404019.000000 Penalty: 2639.191162
	Iteration 43Q: 3 clusters Score -404019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -404021.531250 Penalty: 2639.191162
	Iteration 44Q: 3 clusters Score -404021.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -404023.562500 Penalty: 2639.191162
	Iteration 45Q: 3 clusters Score -404023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -404024.437500 Penalty: 2639.191162
	Iteration 46Q: 3 clusters Score -404024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -404024.781250 Penalty: 2639.191162
	Iteration 47Q: 3 clusters Score -404024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -404024.781250 Penalty: 2639.191162
	Iteration 48F: 3 clusters Score -404024.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Entering Unmasked Estep 
Score: -1698662.000000 Penalty: 1547.825195
	Iteration 0F: 2 clusters Score -1698662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1689127.500000 Penalty: 3095.650391
	Iteration 0F: 3 clusters Score -1689128 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1692700.250000 Penalty: 3095.650391
	Iteration 1F: 3 clusters Score -1692700 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1693062.625000 Penalty: 3095.650391
	Iteration 2F: 3 clusters Score -1693063 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1693370.750000 Penalty: 3095.650391
	Iteration 3F: 3 clusters Score -1693371 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1693680.250000 Penalty: 3095.650391
	Iteration 4Q: 3 clusters Score -1693680 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1693994.750000 Penalty: 3095.650391
	Iteration 5Q: 3 clusters Score -1693995 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1694318.500000 Penalty: 3095.650391
	Iteration 6Q: 3 clusters Score -1694318 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1694646.375000 Penalty: 3095.650391
	Iteration 7Q: 3 clusters Score -1694646 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1694952.500000 Penalty: 3095.650391
	Iteration 8Q: 3 clusters Score -1694952 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1695262.875000 Penalty: 3095.650391
	Iteration 9Q: 3 clusters Score -1695263 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1695531.125000 Penalty: 3095.650391
	Iteration 10Q: 3 clusters Score -1695531 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1695795.625000 Penalty: 3095.650391
	Iteration 11Q: 3 clusters Score -1695796 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1696018.000000 Penalty: 3095.650391
	Iteration 12Q: 3 clusters Score -1696018 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1696214.250000 Penalty: 3095.650391
	Iteration 13Q: 3 clusters Score -1696214 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1696365.500000 Penalty: 3095.650391
	Iteration 14Q: 3 clusters Score -1696366 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1696504.250000 Penalty: 3095.650391
	Iteration 15Q: 3 clusters Score -1696504 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1696634.750000 Penalty: 3095.650391
	Iteration 16Q: 3 clusters Score -1696635 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1696772.750000 Penalty: 3095.650391
	Iteration 17Q: 3 clusters Score -1696773 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1696901.750000 Penalty: 3095.650391
	Iteration 18Q: 3 clusters Score -1696902 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1697030.625000 Penalty: 3095.650391
	Iteration 19Q: 3 clusters Score -1697031 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1697179.125000 Penalty: 3095.650391
	Iteration 20F: 3 clusters Score -1697179 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1697341.250000 Penalty: 3095.650391
	Iteration 21Q: 3 clusters Score -1697341 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1697444.750000 Penalty: 3095.650391
	Iteration 22Q: 3 clusters Score -1697445 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1697516.000000 Penalty: 3095.650391
	Iteration 23Q: 3 clusters Score -1697516 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1697561.625000 Penalty: 3095.650391
	Iteration 24Q: 3 clusters Score -1697562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1697591.500000 Penalty: 3095.650391
	Iteration 25Q: 3 clusters Score -1697592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1697614.875000 Penalty: 3095.650391
	Iteration 26Q: 3 clusters Score -1697615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1697630.500000 Penalty: 3095.650391
	Iteration 27Q: 3 clusters Score -1697630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1697641.625000 Penalty: 3095.650391
	Iteration 28Q: 3 clusters Score -1697642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1697651.250000 Penalty: 3095.650391
	Iteration 29Q: 3 clusters Score -1697651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1697659.750000 Penalty: 3095.650391
	Iteration 30Q: 3 clusters Score -1697660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1697667.250000 Penalty: 3095.650391
	Iteration 31Q: 3 clusters Score -1697667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1697667.875000 Penalty: 3095.650391
	Iteration 32Q: 3 clusters Score -1697668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1697665.375000 Penalty: 3095.650391
	Iteration 33Q: 3 clusters Score -1697665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1697669.500000 Penalty: 3095.650391
	Iteration 34Q: 3 clusters Score -1697670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1697671.875000 Penalty: 3095.650391
	Iteration 35Q: 3 clusters Score -1697672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1697676.000000 Penalty: 3095.650391
	Iteration 36Q: 3 clusters Score -1697676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1697675.125000 Penalty: 3095.650391
	Iteration 37Q: 3 clusters Score -1697675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1697676.000000 Penalty: 3095.650391
	Iteration 38Q: 3 clusters Score -1697676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1697676.625000 Penalty: 3095.650391
	Iteration 39Q: 3 clusters Score -1697677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1697678.875000 Penalty: 3095.650391
	Iteration 40F: 3 clusters Score -1697679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1697678.250000 Penalty: 3095.650391
	Iteration 41Q: 3 clusters Score -1697678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1697681.375000 Penalty: 3095.650391
	Iteration 42Q: 3 clusters Score -1697681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1697681.750000 Penalty: 3095.650391
	Iteration 43Q: 3 clusters Score -1697682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1697678.875000 Penalty: 3095.650391
	Iteration 44Q: 3 clusters Score -1697679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1697679.750000 Penalty: 3095.650391
	Iteration 45Q: 3 clusters Score -1697680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1697679.375000 Penalty: 3095.650391
	Iteration 46Q: 3 clusters Score -1697679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1697681.625000 Penalty: 3095.650391
	Iteration 47Q: 3 clusters Score -1697682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1697682.125000 Penalty: 3095.650391
	Iteration 48Q: 3 clusters Score -1697682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1697686.750000 Penalty: 3095.650391
	Iteration 49Q: 3 clusters Score -1697687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1697685.625000 Penalty: 3095.650391
	Iteration 50Q: 3 clusters Score -1697686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1697685.625000 Penalty: 3095.650391
	Iteration 51F: 3 clusters Score -1697686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Entering Unmasked Estep 
Score: -571510.937500 Penalty: 1371.515625
	Iteration 0F: 2 clusters Score -571510.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -567725.500000 Penalty: 2743.031250
	Iteration 0F: 3 clusters Score -567725.5 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -568780.437500 Penalty: 2743.031250
	Iteration 1F: 3 clusters Score -568780.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -568968.625000 Penalty: 2743.031250
	Iteration 2F: 3 clusters Score -568968.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -569109.937500 Penalty: 2743.031250
	Iteration 3F: 3 clusters Score -569109.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -569237.312500 Penalty: 2743.031250
	Iteration 4Q: 3 clusters Score -569237.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -569352.500000 Penalty: 2743.031250
	Iteration 5Q: 3 clusters Score -569352.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -569490.375000 Penalty: 2743.031250
	Iteration 6Q: 3 clusters Score -569490.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -569639.375000 Penalty: 2743.031250
	Iteration 7Q: 3 clusters Score -569639.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -569779.625000 Penalty: 2743.031250
	Iteration 8Q: 3 clusters Score -569779.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -569897.875000 Penalty: 2743.031250
	Iteration 9Q: 3 clusters Score -569897.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -570002.875000 Penalty: 2743.031250
	Iteration 10Q: 3 clusters Score -570002.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -570070.687500 Penalty: 2743.031250
	Iteration 11Q: 3 clusters Score -570070.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -570136.812500 Penalty: 2743.031250
	Iteration 12Q: 3 clusters Score -570136.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -570216.000000 Penalty: 2743.031250
	Iteration 13Q: 3 clusters Score -570216 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -570292.312500 Penalty: 2743.031250
	Iteration 14Q: 3 clusters Score -570292.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -570359.875000 Penalty: 2743.031250
	Iteration 15Q: 3 clusters Score -570359.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -570419.875000 Penalty: 2743.031250
	Iteration 16Q: 3 clusters Score -570419.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -570466.562500 Penalty: 2743.031250
	Iteration 17Q: 3 clusters Score -570466.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -570518.125000 Penalty: 2743.031250
	Iteration 18Q: 3 clusters Score -570518.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -570568.375000 Penalty: 2743.031250
	Iteration 19Q: 3 clusters Score -570568.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -570622.812500 Penalty: 2743.031250
	Iteration 20F: 3 clusters Score -570622.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -570656.562500 Penalty: 2743.031250
	Iteration 21Q: 3 clusters Score -570656.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -570685.125000 Penalty: 2743.031250
	Iteration 22Q: 3 clusters Score -570685.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -570695.125000 Penalty: 2743.031250
	Iteration 23Q: 3 clusters Score -570695.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -570701.250000 Penalty: 2743.031250
	Iteration 24Q: 3 clusters Score -570701.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -570708.125000 Penalty: 2743.031250
	Iteration 25Q: 3 clusters Score -570708.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -570710.187500 Penalty: 2743.031250
	Iteration 26Q: 3 clusters Score -570710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -570711.250000 Penalty: 2743.031250
	Iteration 27Q: 3 clusters Score -570711.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -570713.062500 Penalty: 2743.031250
	Iteration 28Q: 3 clusters Score -570713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -570713.250000 Penalty: 2743.031250
	Iteration 29Q: 3 clusters Score -570713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -570713.250000 Penalty: 2743.031250
	Iteration 30F: 3 clusters Score -570713.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Entering Unmasked Estep 
Score: -3061417.500000 Penalty: 1643.246826
	Iteration 0F: 2 clusters Score -3061418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3044808.000000 Penalty: 3286.493652
	Iteration 0F: 3 clusters Score -3044808 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3051053.500000 Penalty: 3286.493652
	Iteration 1F: 3 clusters Score -3051054 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3051491.500000 Penalty: 3286.493652
	Iteration 2Q: 3 clusters Score -3051492 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3051949.500000 Penalty: 3286.493652
	Iteration 3Q: 3 clusters Score -3051950 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3052464.250000 Penalty: 3286.493652
	Iteration 4Q: 3 clusters Score -3052464 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3053165.500000 Penalty: 3286.493652
	Iteration 5F: 3 clusters Score -3053166 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3054166.500000 Penalty: 3286.493652
	Iteration 6F: 3 clusters Score -3054166 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3055529.000000 Penalty: 3286.493652
	Iteration 7F: 3 clusters Score -3055529 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3057050.000000 Penalty: 3286.493652
	Iteration 8F: 3 clusters Score -3057050 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3058332.000000 Penalty: 3286.493652
	Iteration 9F: 3 clusters Score -3058332 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3059177.500000 Penalty: 3286.493652
	Iteration 10Q: 3 clusters Score -3059178 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3059560.250000 Penalty: 3286.493652
	Iteration 11Q: 3 clusters Score -3059560 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3059746.250000 Penalty: 3286.493652
	Iteration 12Q: 3 clusters Score -3059746 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3059835.750000 Penalty: 3286.493652
	Iteration 13Q: 3 clusters Score -3059836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3059895.500000 Penalty: 3286.493652
	Iteration 14Q: 3 clusters Score -3059896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -3059927.500000 Penalty: 3286.493652
	Iteration 15Q: 3 clusters Score -3059928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3059946.500000 Penalty: 3286.493652
	Iteration 16Q: 3 clusters Score -3059946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -3059950.500000 Penalty: 3286.493652
	Iteration 17Q: 3 clusters Score -3059950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3059956.000000 Penalty: 3286.493652
	Iteration 18Q: 3 clusters Score -3059956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3059958.500000 Penalty: 3286.493652
	Iteration 19Q: 3 clusters Score -3059958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3059956.750000 Penalty: 3286.493652
	Iteration 20F: 3 clusters Score -3059957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Entering Unmasked Estep 
Score: -9219439.000000 Penalty: 1821.947144
	Iteration 0F: 2 clusters Score -9219439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -9172637.000000 Penalty: 3643.894287
	Iteration 0F: 3 clusters Score -9172637 nChanged 35082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -9192924.000000 Penalty: 3643.894287
	Iteration 1F: 3 clusters Score -9192924 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -9193478.000000 Penalty: 3643.894287
	Iteration 2Q: 3 clusters Score -9193478 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -9194188.000000 Penalty: 3643.894287
	Iteration 3Q: 3 clusters Score -9194188 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -9194979.000000 Penalty: 3643.894287
	Iteration 4Q: 3 clusters Score -9194979 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -9196049.000000 Penalty: 3643.894287
	Iteration 5Q: 3 clusters Score -9196049 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -9197420.000000 Penalty: 3643.894287
	Iteration 6Q: 3 clusters Score -9197420 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -9199102.000000 Penalty: 3643.894287
	Iteration 7Q: 3 clusters Score -9199102 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -9201346.000000 Penalty: 3643.894287
	Iteration 8F: 3 clusters Score -9201346 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -9203769.000000 Penalty: 3643.894287
	Iteration 9F: 3 clusters Score -9203769 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -9206131.000000 Penalty: 3643.894287
	Iteration 10F: 3 clusters Score -9206131 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -9207545.000000 Penalty: 3643.894287
	Iteration 11Q: 3 clusters Score -9207545 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -9208254.000000 Penalty: 3643.894287
	Iteration 12Q: 3 clusters Score -9208254 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -9208565.000000 Penalty: 3643.894287
	Iteration 13Q: 3 clusters Score -9208565 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -9208833.000000 Penalty: 3643.894287
	Iteration 14Q: 3 clusters Score -9208833 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -9209042.000000 Penalty: 3643.894287
	Iteration 15Q: 3 clusters Score -9209042 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -9209288.000000 Penalty: 3643.894287
	Iteration 16Q: 3 clusters Score -9209288 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -9209537.000000 Penalty: 3643.894287
	Iteration 17Q: 3 clusters Score -9209537 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -9209806.000000 Penalty: 3643.894287
	Iteration 18Q: 3 clusters Score -9209806 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -9210089.000000 Penalty: 3643.894287
	Iteration 19Q: 3 clusters Score -9210089 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -9210422.000000 Penalty: 3643.894287
	Iteration 20F: 3 clusters Score -9210422 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -9210800.000000 Penalty: 3643.894287
	Iteration 21Q: 3 clusters Score -9210800 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -9211289.000000 Penalty: 3643.894287
	Iteration 22Q: 3 clusters Score -9211289 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -9211697.000000 Penalty: 3643.894287
	Iteration 23Q: 3 clusters Score -9211697 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -9212162.000000 Penalty: 3643.894287
	Iteration 24Q: 3 clusters Score -9212162 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -9212679.000000 Penalty: 3643.894287
	Iteration 25Q: 3 clusters Score -9212679 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -9213187.000000 Penalty: 3643.894287
	Iteration 26Q: 3 clusters Score -9213187 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -9213680.000000 Penalty: 3643.894287
	Iteration 27Q: 3 clusters Score -9213680 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -9214215.000000 Penalty: 3643.894287
	Iteration 28Q: 3 clusters Score -9214215 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -9214673.000000 Penalty: 3643.894287
	Iteration 29Q: 3 clusters Score -9214673 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -9215139.000000 Penalty: 3643.894287
	Iteration 30Q: 3 clusters Score -9215139 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -9215517.000000 Penalty: 3643.894287
	Iteration 31Q: 3 clusters Score -9215517 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 69119 members 
Entering Unmasked Estep 
Score: -9215857.000000 Penalty: 3643.894287
	Iteration 32Q: 3 clusters Score -9215857 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -9216148.000000 Penalty: 3643.894287
	Iteration 33Q: 3 clusters Score -9216148 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 70605 members 
Entering Unmasked Estep 
Score: -9216435.000000 Penalty: 3643.894287
	Iteration 34Q: 3 clusters Score -9216435 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -9216657.000000 Penalty: 3643.894287
	Iteration 35Q: 3 clusters Score -9216657 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -9216893.000000 Penalty: 3643.894287
	Iteration 36Q: 3 clusters Score -9216893 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 72018 members 
Entering Unmasked Estep 
Score: -9217090.000000 Penalty: 3643.894287
	Iteration 37Q: 3 clusters Score -9217090 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -9217245.000000 Penalty: 3643.894287
	Iteration 38Q: 3 clusters Score -9217245 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -9217354.000000 Penalty: 3643.894287
	Iteration 39Q: 3 clusters Score -9217354 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -9217468.000000 Penalty: 3643.894287
	Iteration 40F: 3 clusters Score -9217468 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 72874 members 
Entering Unmasked Estep 
Score: -9217540.000000 Penalty: 3643.894287
	Iteration 41Q: 3 clusters Score -9217540 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 72984 members 
Entering Unmasked Estep 
Score: -9217610.000000 Penalty: 3643.894287
	Iteration 42Q: 3 clusters Score -9217610 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
Score: -9217675.000000 Penalty: 3643.894287
	Iteration 43Q: 3 clusters Score -9217675 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -9217684.000000 Penalty: 3643.894287
	Iteration 44Q: 3 clusters Score -9217684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -9217730.000000 Penalty: 3643.894287
	Iteration 45Q: 3 clusters Score -9217730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -9217770.000000 Penalty: 3643.894287
	Iteration 46Q: 3 clusters Score -9217770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -9217798.000000 Penalty: 3643.894287
	Iteration 47Q: 3 clusters Score -9217798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -9217798.000000 Penalty: 3643.894287
	Iteration 48Q: 3 clusters Score -9217798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -9217811.000000 Penalty: 3643.894287
	Iteration 49Q: 3 clusters Score -9217811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -9217817.000000 Penalty: 3643.894287
	Iteration 50Q: 3 clusters Score -9217817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -9217830.000000 Penalty: 3643.894287
	Iteration 51Q: 3 clusters Score -9217830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -9217852.000000 Penalty: 3643.894287
	Iteration 52Q: 3 clusters Score -9217852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
Score: -9217865.000000 Penalty: 3643.894287
	Iteration 53Q: 3 clusters Score -9217865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 73380 members 
Entering Unmasked Estep 
Score: -9217877.000000 Penalty: 3643.894287
	Iteration 54Q: 3 clusters Score -9217877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -9217878.000000 Penalty: 3643.894287
	Iteration 55Q: 3 clusters Score -9217878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 73402 members 
Entering Unmasked Estep 
Score: -9217893.000000 Penalty: 3643.894287
	Iteration 56Q: 3 clusters Score -9217893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -9217894.000000 Penalty: 3643.894287
	Iteration 57Q: 3 clusters Score -9217894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 73411 members 
Entering Unmasked Estep 
Score: -9217898.000000 Penalty: 3643.894287
	Iteration 58Q: 3 clusters Score -9217898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -9217894.000000 Penalty: 3643.894287
	Iteration 59Q: 3 clusters Score -9217894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -9217905.000000 Penalty: 3643.894287
	Iteration 60F: 3 clusters Score -9217905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -9217910.000000 Penalty: 3643.894287
	Iteration 61Q: 3 clusters Score -9217910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
Score: -9217906.000000 Penalty: 3643.894287
	Iteration 62Q: 3 clusters Score -9217906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -9217904.000000 Penalty: 3643.894287
	Iteration 63Q: 3 clusters Score -9217904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -9217904.000000 Penalty: 3643.894287
	Iteration 64F: 3 clusters Score -9217904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -37153.722656 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -37153.72 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 207 members 
Entering Unmasked Estep 
Score: -36233.714844 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -36233.71 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36386.667969 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -36386.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36419.835938 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -36419.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36442.847656 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -36442.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36463.371094 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -36463.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36479.839844 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -36479.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36495.550781 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -36495.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36516.730469 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -36516.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36536.468750 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -36536.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36569.710938 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -36569.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -36584.261719 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -36584.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -36603.507812 Penalty: 1933.958862
	Iteration 11Q: 3 clusters Score -36603.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -36610.328125 Penalty: 1933.958862
	Iteration 12Q: 3 clusters Score -36610.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -36610.328125 Penalty: 1933.958862
	Iteration 13F: 3 clusters Score -36610.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -15652.134766 Penalty: 845.651062
	Iteration 0F: 2 clusters Score -15652.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15080.363281 Penalty: 1691.302124
	Iteration 0F: 3 clusters Score -15080.36 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15263.156250 Penalty: 1691.302124
	Iteration 1F: 3 clusters Score -15263.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15290.998047 Penalty: 1691.302124
	Iteration 2Q: 3 clusters Score -15291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15298.666016 Penalty: 1691.302124
	Iteration 3Q: 3 clusters Score -15298.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15302.690430 Penalty: 1691.302124
	Iteration 4Q: 3 clusters Score -15302.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15314.496094 Penalty: 1691.302124
	Iteration 5Q: 3 clusters Score -15314.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15321.049805 Penalty: 1691.302124
	Iteration 6Q: 3 clusters Score -15321.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15325.336914 Penalty: 1691.302124
	Iteration 7Q: 3 clusters Score -15325.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15331.163086 Penalty: 1691.302124
	Iteration 8Q: 3 clusters Score -15331.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15336.900391 Penalty: 1691.302124
	Iteration 9Q: 3 clusters Score -15336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15336.900391 Penalty: 1691.302124
	Iteration 10F: 3 clusters Score -15336.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Entering Unmasked Estep 
Score: -764627.312500 Penalty: 1420.849854
	Iteration 0F: 2 clusters Score -764627.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -759874.750000 Penalty: 2841.699707
	Iteration 0F: 3 clusters Score -759874.8 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -761258.437500 Penalty: 2841.699707
	Iteration 1F: 3 clusters Score -761258.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -761432.937500 Penalty: 2841.699707
	Iteration 2F: 3 clusters Score -761432.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -761555.500000 Penalty: 2841.699707
	Iteration 3F: 3 clusters Score -761555.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -761636.187500 Penalty: 2841.699707
	Iteration 4Q: 3 clusters Score -761636.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -761702.125000 Penalty: 2841.699707
	Iteration 5Q: 3 clusters Score -761702.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -761784.875000 Penalty: 2841.699707
	Iteration 6Q: 3 clusters Score -761784.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -761883.375000 Penalty: 2841.699707
	Iteration 7Q: 3 clusters Score -761883.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -761980.312500 Penalty: 2841.699707
	Iteration 8Q: 3 clusters Score -761980.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -762102.750000 Penalty: 2841.699707
	Iteration 9Q: 3 clusters Score -762102.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -762258.500000 Penalty: 2841.699707
	Iteration 10Q: 3 clusters Score -762258.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -762445.375000 Penalty: 2841.699707
	Iteration 11Q: 3 clusters Score -762445.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -762652.187500 Penalty: 2841.699707
	Iteration 12Q: 3 clusters Score -762652.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -762836.937500 Penalty: 2841.699707
	Iteration 13Q: 3 clusters Score -762836.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -763005.812500 Penalty: 2841.699707
	Iteration 14Q: 3 clusters Score -763005.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -763139.062500 Penalty: 2841.699707
	Iteration 15Q: 3 clusters Score -763139.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -763220.625000 Penalty: 2841.699707
	Iteration 16Q: 3 clusters Score -763220.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -763279.687500 Penalty: 2841.699707
	Iteration 17Q: 3 clusters Score -763279.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -763333.125000 Penalty: 2841.699707
	Iteration 18Q: 3 clusters Score -763333.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -763361.875000 Penalty: 2841.699707
	Iteration 19Q: 3 clusters Score -763361.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -763379.437500 Penalty: 2841.699707
	Iteration 20F: 3 clusters Score -763379.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -763392.062500 Penalty: 2841.699707
	Iteration 21Q: 3 clusters Score -763392.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -763399.875000 Penalty: 2841.699707
	Iteration 22Q: 3 clusters Score -763399.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -763404.875000 Penalty: 2841.699707
	Iteration 23Q: 3 clusters Score -763404.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -763412.625000 Penalty: 2841.699707
	Iteration 24Q: 3 clusters Score -763412.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -763419.562500 Penalty: 2841.699707
	Iteration 25Q: 3 clusters Score -763419.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -763423.375000 Penalty: 2841.699707
	Iteration 26Q: 3 clusters Score -763423.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -763423.375000 Penalty: 2841.699707
	Iteration 27F: 3 clusters Score -763423.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (92785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Entering Unmasked Estep 
Score: -11494131.000000 Penalty: 1858.681519
	Iteration 0F: 2 clusters Score -1.149413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -11441788.000000 Penalty: 3717.363037
	Iteration 0F: 3 clusters Score -1.144179e+07 nChanged 44403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -11467681.000000 Penalty: 3717.363037
	Iteration 1F: 3 clusters Score -1.146768e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -11468770.000000 Penalty: 3717.363037
	Iteration 2Q: 3 clusters Score -1.146877e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -11470192.000000 Penalty: 3717.363037
	Iteration 3Q: 3 clusters Score -1.147019e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -11472042.000000 Penalty: 3717.363037
	Iteration 4Q: 3 clusters Score -1.147204e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -11474871.000000 Penalty: 3717.363037
	Iteration 5F: 3 clusters Score -1.147487e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -11478820.000000 Penalty: 3717.363037
	Iteration 6F: 3 clusters Score -1.147882e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -11483250.000000 Penalty: 3717.363037
	Iteration 7F: 3 clusters Score -1.148325e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -11486563.000000 Penalty: 3717.363037
	Iteration 8F: 3 clusters Score -1.148656e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -11487819.000000 Penalty: 3717.363037
	Iteration 9Q: 3 clusters Score -1.148782e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -11488429.000000 Penalty: 3717.363037
	Iteration 10Q: 3 clusters Score -1.148843e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -11488836.000000 Penalty: 3717.363037
	Iteration 11Q: 3 clusters Score -1.148884e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -11489173.000000 Penalty: 3717.363037
	Iteration 12Q: 3 clusters Score -1.148917e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -11489629.000000 Penalty: 3717.363037
	Iteration 13Q: 3 clusters Score -1.148963e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -11490255.000000 Penalty: 3717.363037
	Iteration 14Q: 3 clusters Score -1.149026e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -11491020.000000 Penalty: 3717.363037
	Iteration 15Q: 3 clusters Score -1.149102e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -11491855.000000 Penalty: 3717.363037
	Iteration 16Q: 3 clusters Score -1.149186e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -11492635.000000 Penalty: 3717.363037
	Iteration 17Q: 3 clusters Score -1.149264e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -11493441.000000 Penalty: 3717.363037
	Iteration 18Q: 3 clusters Score -1.149344e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -11494010.000000 Penalty: 3717.363037
	Iteration 19Q: 3 clusters Score -1.149401e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -11494508.000000 Penalty: 3717.363037
	Iteration 20F: 3 clusters Score -1.149451e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -11494801.000000 Penalty: 3717.363037
	Iteration 21Q: 3 clusters Score -1.14948e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -11495027.000000 Penalty: 3717.363037
	Iteration 22Q: 3 clusters Score -1.149503e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -11495206.000000 Penalty: 3717.363037
	Iteration 23Q: 3 clusters Score -1.149521e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -11495348.000000 Penalty: 3717.363037
	Iteration 24Q: 3 clusters Score -1.149535e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -11495404.000000 Penalty: 3717.363037
	Iteration 25Q: 3 clusters Score -1.14954e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -11495466.000000 Penalty: 3717.363037
	Iteration 26Q: 3 clusters Score -1.149547e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -11495471.000000 Penalty: 3717.363037
	Iteration 27Q: 3 clusters Score -1.149547e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -11495512.000000 Penalty: 3717.363037
	Iteration 28Q: 3 clusters Score -1.149551e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -11495515.000000 Penalty: 3717.363037
	Iteration 29Q: 3 clusters Score -1.149552e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -11495488.000000 Penalty: 3717.363037
	Iteration 30Q: 3 clusters Score -1.149549e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -11495523.000000 Penalty: 3717.363037
	Iteration 31Q: 3 clusters Score -1.149552e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -11495542.000000 Penalty: 3717.363037
	Iteration 32Q: 3 clusters Score -1.149554e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -11495553.000000 Penalty: 3717.363037
	Iteration 33Q: 3 clusters Score -1.149555e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -11495558.000000 Penalty: 3717.363037
	Iteration 34Q: 3 clusters Score -1.149556e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -11495582.000000 Penalty: 3717.363037
	Iteration 35Q: 3 clusters Score -1.149558e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -11495566.000000 Penalty: 3717.363037
	Iteration 36Q: 3 clusters Score -1.149557e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -11495543.000000 Penalty: 3717.363037
	Iteration 37Q: 3 clusters Score -1.149554e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -11495534.000000 Penalty: 3717.363037
	Iteration 38Q: 3 clusters Score -1.149553e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -11495558.000000 Penalty: 3717.363037
	Iteration 39Q: 3 clusters Score -1.149556e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -11495567.000000 Penalty: 3717.363037
	Iteration 40F: 3 clusters Score -1.149557e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -11495551.000000 Penalty: 3717.363037
	Iteration 41Q: 3 clusters Score -1.149555e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -11495570.000000 Penalty: 3717.363037
	Iteration 42Q: 3 clusters Score -1.149557e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -11495593.000000 Penalty: 3717.363037
	Iteration 43Q: 3 clusters Score -1.149559e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -11495587.000000 Penalty: 3717.363037
	Iteration 44Q: 3 clusters Score -1.149559e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -11495596.000000 Penalty: 3717.363037
	Iteration 45Q: 3 clusters Score -1.14956e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -11495580.000000 Penalty: 3717.363037
	Iteration 46Q: 3 clusters Score -1.149558e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -11495598.000000 Penalty: 3717.363037
	Iteration 47Q: 3 clusters Score -1.14956e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -11495595.000000 Penalty: 3717.363037
	Iteration 48Q: 3 clusters Score -1.14956e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -11495594.000000 Penalty: 3717.363037
	Iteration 49Q: 3 clusters Score -1.149559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -11495593.000000 Penalty: 3717.363037
	Iteration 50Q: 3 clusters Score -1.149559e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -11495591.000000 Penalty: 3717.363037
	Iteration 51Q: 3 clusters Score -1.149559e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -11495583.000000 Penalty: 3717.363037
	Iteration 52Q: 3 clusters Score -1.149558e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -11495589.000000 Penalty: 3717.363037
	Iteration 53Q: 3 clusters Score -1.149559e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -11495590.000000 Penalty: 3717.363037
	Iteration 54Q: 3 clusters Score -1.149559e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -11495606.000000 Penalty: 3717.363037
	Iteration 55Q: 3 clusters Score -1.149561e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -11495610.000000 Penalty: 3717.363037
	Iteration 56Q: 3 clusters Score -1.149561e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -11495611.000000 Penalty: 3717.363037
	Iteration 57Q: 3 clusters Score -1.149561e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -11495604.000000 Penalty: 3717.363037
	Iteration 58Q: 3 clusters Score -1.14956e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -11495597.000000 Penalty: 3717.363037
	Iteration 59Q: 3 clusters Score -1.14956e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -11495591.000000 Penalty: 3717.363037
	Iteration 60F: 3 clusters Score -1.149559e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -11495591.000000 Penalty: 3717.363037
	Iteration 61Q: 3 clusters Score -1.149559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -11495603.000000 Penalty: 3717.363037
	Iteration 62Q: 3 clusters Score -1.14956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -11495598.000000 Penalty: 3717.363037
	Iteration 63Q: 3 clusters Score -1.14956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -11495593.000000 Penalty: 3717.363037
	Iteration 64Q: 3 clusters Score -1.149559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -11495602.000000 Penalty: 3717.363037
	Iteration 65Q: 3 clusters Score -1.14956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -11495594.000000 Penalty: 3717.363037
	Iteration 66Q: 3 clusters Score -1.149559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -11495602.000000 Penalty: 3717.363037
	Iteration 67Q: 3 clusters Score -1.14956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -11495589.000000 Penalty: 3717.363037
	Iteration 68Q: 3 clusters Score -1.149559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -11495600.000000 Penalty: 3717.363037
	Iteration 69Q: 3 clusters Score -1.14956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -11495600.000000 Penalty: 3717.363037
	Iteration 70Q: 3 clusters Score -1.14956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -11495610.000000 Penalty: 3717.363037
	Iteration 71Q: 3 clusters Score -1.149561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -11495608.000000 Penalty: 3717.363037
	Iteration 72Q: 3 clusters Score -1.149561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -11495613.000000 Penalty: 3717.363037
	Iteration 73Q: 3 clusters Score -1.149561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -11495616.000000 Penalty: 3717.363037
	Iteration 74Q: 3 clusters Score -1.149562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -11495630.000000 Penalty: 3717.363037
	Iteration 75Q: 3 clusters Score -1.149563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -11495636.000000 Penalty: 3717.363037
	Iteration 76Q: 3 clusters Score -1.149564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -11495622.000000 Penalty: 3717.363037
	Iteration 77Q: 3 clusters Score -1.149562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -11495623.000000 Penalty: 3717.363037
	Iteration 78Q: 3 clusters Score -1.149562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -11495611.000000 Penalty: 3717.363037
	Iteration 79Q: 3 clusters Score -1.149561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -11495620.000000 Penalty: 3717.363037
	Iteration 80F: 3 clusters Score -1.149562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -11495630.000000 Penalty: 3717.363037
	Iteration 81Q: 3 clusters Score -1.149563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -11495629.000000 Penalty: 3717.363037
	Iteration 82Q: 3 clusters Score -1.149563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -11495629.000000 Penalty: 3717.363037
	Iteration 83Q: 3 clusters Score -1.149563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -11495623.000000 Penalty: 3717.363037
	Iteration 84Q: 3 clusters Score -1.149562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -11495636.000000 Penalty: 3717.363037
	Iteration 85Q: 3 clusters Score -1.149564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -11495636.000000 Penalty: 3717.363037
	Iteration 86Q: 3 clusters Score -1.149564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -11495641.000000 Penalty: 3717.363037
	Iteration 87Q: 3 clusters Score -1.149564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -11495633.000000 Penalty: 3717.363037
	Iteration 88Q: 3 clusters Score -1.149563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -11495636.000000 Penalty: 3717.363037
	Iteration 89Q: 3 clusters Score -1.149564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -11495636.000000 Penalty: 3717.363037
	Iteration 90Q: 3 clusters Score -1.149564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -11495639.000000 Penalty: 3717.363037
	Iteration 91Q: 3 clusters Score -1.149564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -11495645.000000 Penalty: 3717.363037
	Iteration 92Q: 3 clusters Score -1.149564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -11495642.000000 Penalty: 3717.363037
	Iteration 93Q: 3 clusters Score -1.149564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -11495637.000000 Penalty: 3717.363037
	Iteration 94Q: 3 clusters Score -1.149564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -11495634.000000 Penalty: 3717.363037
	Iteration 95Q: 3 clusters Score -1.149563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -11495642.000000 Penalty: 3717.363037
	Iteration 96Q: 3 clusters Score -1.149564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -11495635.000000 Penalty: 3717.363037
	Iteration 97Q: 3 clusters Score -1.149564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -11495629.000000 Penalty: 3717.363037
	Iteration 98Q: 3 clusters Score -1.149563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -11495625.000000 Penalty: 3717.363037
	Iteration 99Q: 3 clusters Score -1.149562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -11495622.000000 Penalty: 3717.363037
	Iteration 100F: 3 clusters Score -1.149562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -11495624.000000 Penalty: 3717.363037
	Iteration 101Q: 3 clusters Score -1.149562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -11495618.000000 Penalty: 3717.363037
	Iteration 102Q: 3 clusters Score -1.149562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -11495609.000000 Penalty: 3717.363037
	Iteration 103Q: 3 clusters Score -1.149561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -11495613.000000 Penalty: 3717.363037
	Iteration 104Q: 3 clusters Score -1.149561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -11495613.000000 Penalty: 3717.363037
	Iteration 105Q: 3 clusters Score -1.149561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -11495617.000000 Penalty: 3717.363037
	Iteration 106Q: 3 clusters Score -1.149562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -11495610.000000 Penalty: 3717.363037
	Iteration 107Q: 3 clusters Score -1.149561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -11495609.000000 Penalty: 3717.363037
	Iteration 108Q: 3 clusters Score -1.149561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -11495614.000000 Penalty: 3717.363037
	Iteration 109Q: 3 clusters Score -1.149561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -11495615.000000 Penalty: 3717.363037
	Iteration 110Q: 3 clusters Score -1.149562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -11495609.000000 Penalty: 3717.363037
	Iteration 111Q: 3 clusters Score -1.149561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -11495609.000000 Penalty: 3717.363037
	Iteration 112F: 3 clusters Score -1.149561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 8903 members 
Mstep: Class 3 contains 22722 members 
Mstep: Class 4 contains 28877 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 78279 members 
Mstep: Class 7 contains 1596 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 11788 members 
Mstep: Class 10 contains 5361 members 
Mstep: Class 11 contains 3073 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 13699 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 24644 members 
Mstep: Class 16 contains 74012 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6271 members 
Mstep: Class 20 contains 55198 members 
Mstep: Class 21 contains 14156 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 8291 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 37587 members 
Entering Unmasked Estep 
Score: -62628564.000000 Penalty: 53427.796875
Splitting cluster 20 changes total score from -62627600.000000 to -62628564.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 21 (14156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Entering Unmasked Estep 
Score: -1694846.000000 Penalty: 1553.157715
	Iteration 0F: 2 clusters Score -1694846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1685058.750000 Penalty: 3106.315430
	Iteration 0F: 3 clusters Score -1685059 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1688277.125000 Penalty: 3106.315430
	Iteration 1F: 3 clusters Score -1688277 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1688560.250000 Penalty: 3106.315430
	Iteration 2F: 3 clusters Score -1688560 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1688813.375000 Penalty: 3106.315430
	Iteration 3Q: 3 clusters Score -1688813 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1689082.125000 Penalty: 3106.315430
	Iteration 4Q: 3 clusters Score -1689082 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1689367.250000 Penalty: 3106.315430
	Iteration 5Q: 3 clusters Score -1689367 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1689707.500000 Penalty: 3106.315430
	Iteration 6Q: 3 clusters Score -1689708 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1690154.625000 Penalty: 3106.315430
	Iteration 7F: 3 clusters Score -1690155 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1690741.625000 Penalty: 3106.315430
	Iteration 8F: 3 clusters Score -1690742 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1691496.750000 Penalty: 3106.315430
	Iteration 9F: 3 clusters Score -1691497 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1692255.250000 Penalty: 3106.315430
	Iteration 10F: 3 clusters Score -1692255 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1692947.625000 Penalty: 3106.315430
	Iteration 11Q: 3 clusters Score -1692948 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1693436.750000 Penalty: 3106.315430
	Iteration 12Q: 3 clusters Score -1693437 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1693675.125000 Penalty: 3106.315430
	Iteration 13Q: 3 clusters Score -1693675 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1693790.250000 Penalty: 3106.315430
	Iteration 14Q: 3 clusters Score -1693790 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1693843.750000 Penalty: 3106.315430
	Iteration 15Q: 3 clusters Score -1693844 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1693875.375000 Penalty: 3106.315430
	Iteration 16Q: 3 clusters Score -1693875 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1693902.625000 Penalty: 3106.315430
	Iteration 17Q: 3 clusters Score -1693903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1693912.000000 Penalty: 3106.315430
	Iteration 18Q: 3 clusters Score -1693912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1693919.125000 Penalty: 3106.315430
	Iteration 19Q: 3 clusters Score -1693919 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1693925.750000 Penalty: 3106.315430
	Iteration 20F: 3 clusters Score -1693926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1693929.750000 Penalty: 3106.315430
	Iteration 21Q: 3 clusters Score -1693930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1693930.000000 Penalty: 3106.315430
	Iteration 22Q: 3 clusters Score -1693930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1693931.375000 Penalty: 3106.315430
	Iteration 23Q: 3 clusters Score -1693931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1693934.000000 Penalty: 3106.315430
	Iteration 24Q: 3 clusters Score -1693934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1693935.875000 Penalty: 3106.315430
	Iteration 25Q: 3 clusters Score -1693936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1693938.500000 Penalty: 3106.315430
	Iteration 26Q: 3 clusters Score -1693938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1693936.000000 Penalty: 3106.315430
	Iteration 27Q: 3 clusters Score -1693936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1693935.750000 Penalty: 3106.315430
	Iteration 28Q: 3 clusters Score -1693936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1693937.250000 Penalty: 3106.315430
	Iteration 29Q: 3 clusters Score -1693937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1693938.125000 Penalty: 3106.315430
	Iteration 30Q: 3 clusters Score -1693938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1693937.500000 Penalty: 3106.315430
	Iteration 31Q: 3 clusters Score -1693938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1693937.625000 Penalty: 3106.315430
	Iteration 32Q: 3 clusters Score -1693938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1693939.000000 Penalty: 3106.315430
	Iteration 33Q: 3 clusters Score -1693939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1693937.375000 Penalty: 3106.315430
	Iteration 34Q: 3 clusters Score -1693937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1693936.875000 Penalty: 3106.315430
	Iteration 35Q: 3 clusters Score -1693937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1693935.625000 Penalty: 3106.315430
	Iteration 36Q: 3 clusters Score -1693936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1693937.000000 Penalty: 3106.315430
	Iteration 37Q: 3 clusters Score -1693937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1693936.750000 Penalty: 3106.315430
	Iteration 38Q: 3 clusters Score -1693937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1693936.750000 Penalty: 3106.315430
	Iteration 39F: 3 clusters Score -1693937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -288612.125000 Penalty: 1276.210815
	Iteration 0F: 2 clusters Score -288612.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -286192.125000 Penalty: 2552.421631
	Iteration 0F: 3 clusters Score -286192.1 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -286739.187500 Penalty: 2552.421631
	Iteration 1F: 3 clusters Score -286739.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -286904.625000 Penalty: 2552.421631
	Iteration 2F: 3 clusters Score -286904.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -287039.656250 Penalty: 2552.421631
	Iteration 3F: 3 clusters Score -287039.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -287162.156250 Penalty: 2552.421631
	Iteration 4F: 3 clusters Score -287162.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -287266.750000 Penalty: 2552.421631
	Iteration 5F: 3 clusters Score -287266.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -287367.875000 Penalty: 2552.421631
	Iteration 6Q: 3 clusters Score -287367.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -287511.875000 Penalty: 2552.421631
	Iteration 7F: 3 clusters Score -287511.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -287667.468750 Penalty: 2552.421631
	Iteration 8F: 3 clusters Score -287667.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -287844.687500 Penalty: 2552.421631
	Iteration 9F: 3 clusters Score -287844.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -288028.000000 Penalty: 2552.421631
	Iteration 10F: 3 clusters Score -288028 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -288147.062500 Penalty: 2552.421631
	Iteration 11Q: 3 clusters Score -288147.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -288218.437500 Penalty: 2552.421631
	Iteration 12Q: 3 clusters Score -288218.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -288257.250000 Penalty: 2552.421631
	Iteration 13Q: 3 clusters Score -288257.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -288279.250000 Penalty: 2552.421631
	Iteration 14Q: 3 clusters Score -288279.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -288286.593750 Penalty: 2552.421631
	Iteration 15Q: 3 clusters Score -288286.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -288292.406250 Penalty: 2552.421631
	Iteration 16Q: 3 clusters Score -288292.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -288298.593750 Penalty: 2552.421631
	Iteration 17Q: 3 clusters Score -288298.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -288306.218750 Penalty: 2552.421631
	Iteration 18Q: 3 clusters Score -288306.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -288312.500000 Penalty: 2552.421631
	Iteration 19Q: 3 clusters Score -288312.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -288316.812500 Penalty: 2552.421631
	Iteration 20F: 3 clusters Score -288316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -288318.375000 Penalty: 2552.421631
	Iteration 21Q: 3 clusters Score -288318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -288319.312500 Penalty: 2552.421631
	Iteration 22Q: 3 clusters Score -288319.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -288319.750000 Penalty: 2552.421631
	Iteration 23Q: 3 clusters Score -288319.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -288319.750000 Penalty: 2552.421631
	Iteration 24F: 3 clusters Score -288319.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Entering Unmasked Estep 
Score: -1051778.375000 Penalty: 1466.225586
	Iteration 0F: 2 clusters Score -1051778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1045698.250000 Penalty: 2932.451172
	Iteration 0F: 3 clusters Score -1045698 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1047613.125000 Penalty: 2932.451172
	Iteration 1F: 3 clusters Score -1047613 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1047845.125000 Penalty: 2932.451172
	Iteration 2F: 3 clusters Score -1047845 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1048002.937500 Penalty: 2932.451172
	Iteration 3Q: 3 clusters Score -1048003 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1048129.375000 Penalty: 2932.451172
	Iteration 4Q: 3 clusters Score -1048129 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1048261.375000 Penalty: 2932.451172
	Iteration 5Q: 3 clusters Score -1048261 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1048392.312500 Penalty: 2932.451172
	Iteration 6Q: 3 clusters Score -1048392 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1048495.187500 Penalty: 2932.451172
	Iteration 7Q: 3 clusters Score -1048495 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1048601.125000 Penalty: 2932.451172
	Iteration 8Q: 3 clusters Score -1048601 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1048717.875000 Penalty: 2932.451172
	Iteration 9Q: 3 clusters Score -1048718 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1048845.125000 Penalty: 2932.451172
	Iteration 10Q: 3 clusters Score -1048845 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1048993.875000 Penalty: 2932.451172
	Iteration 11Q: 3 clusters Score -1048994 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1049158.625000 Penalty: 2932.451172
	Iteration 12Q: 3 clusters Score -1049159 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1049312.875000 Penalty: 2932.451172
	Iteration 13Q: 3 clusters Score -1049313 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1049449.000000 Penalty: 2932.451172
	Iteration 14Q: 3 clusters Score -1049449 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1049583.375000 Penalty: 2932.451172
	Iteration 15Q: 3 clusters Score -1049583 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1049709.750000 Penalty: 2932.451172
	Iteration 16Q: 3 clusters Score -1049710 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1049808.375000 Penalty: 2932.451172
	Iteration 17Q: 3 clusters Score -1049808 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1049908.625000 Penalty: 2932.451172
	Iteration 18Q: 3 clusters Score -1049909 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1050027.500000 Penalty: 2932.451172
	Iteration 19Q: 3 clusters Score -1050028 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1050108.375000 Penalty: 2932.451172
	Iteration 20F: 3 clusters Score -1050108 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1050165.125000 Penalty: 2932.451172
	Iteration 21Q: 3 clusters Score -1050165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1050216.375000 Penalty: 2932.451172
	Iteration 22Q: 3 clusters Score -1050216 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1050265.625000 Penalty: 2932.451172
	Iteration 23Q: 3 clusters Score -1050266 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1050319.875000 Penalty: 2932.451172
	Iteration 24Q: 3 clusters Score -1050320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1050358.500000 Penalty: 2932.451172
	Iteration 25Q: 3 clusters Score -1050358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1050387.250000 Penalty: 2932.451172
	Iteration 26Q: 3 clusters Score -1050387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1050410.625000 Penalty: 2932.451172
	Iteration 27Q: 3 clusters Score -1050411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1050428.000000 Penalty: 2932.451172
	Iteration 28Q: 3 clusters Score -1050428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1050442.375000 Penalty: 2932.451172
	Iteration 29Q: 3 clusters Score -1050442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1050454.250000 Penalty: 2932.451172
	Iteration 30Q: 3 clusters Score -1050454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1050466.125000 Penalty: 2932.451172
	Iteration 31Q: 3 clusters Score -1050466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1050472.625000 Penalty: 2932.451172
	Iteration 32Q: 3 clusters Score -1050473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1050482.500000 Penalty: 2932.451172
	Iteration 33Q: 3 clusters Score -1050482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1050491.250000 Penalty: 2932.451172
	Iteration 34Q: 3 clusters Score -1050491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1050497.500000 Penalty: 2932.451172
	Iteration 35Q: 3 clusters Score -1050498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1050502.625000 Penalty: 2932.451172
	Iteration 36Q: 3 clusters Score -1050503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1050513.500000 Penalty: 2932.451172
	Iteration 37Q: 3 clusters Score -1050514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1050516.500000 Penalty: 2932.451172
	Iteration 38Q: 3 clusters Score -1050516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1050521.000000 Penalty: 2932.451172
	Iteration 39Q: 3 clusters Score -1050521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1050523.750000 Penalty: 2932.451172
	Iteration 40F: 3 clusters Score -1050524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1050526.375000 Penalty: 2932.451172
	Iteration 41Q: 3 clusters Score -1050526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1050526.750000 Penalty: 2932.451172
	Iteration 42Q: 3 clusters Score -1050527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1050527.875000 Penalty: 2932.451172
	Iteration 43Q: 3 clusters Score -1050528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1050528.625000 Penalty: 2932.451172
	Iteration 44Q: 3 clusters Score -1050529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1050533.000000 Penalty: 2932.451172
	Iteration 45Q: 3 clusters Score -1050533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1050535.250000 Penalty: 2932.451172
	Iteration 46Q: 3 clusters Score -1050535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1050543.125000 Penalty: 2932.451172
	Iteration 47Q: 3 clusters Score -1050543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1050548.375000 Penalty: 2932.451172
	Iteration 48Q: 3 clusters Score -1050548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1050554.000000 Penalty: 2932.451172
	Iteration 49Q: 3 clusters Score -1050554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1050561.250000 Penalty: 2932.451172
	Iteration 50Q: 3 clusters Score -1050561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1050567.125000 Penalty: 2932.451172
	Iteration 51Q: 3 clusters Score -1050567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1050569.625000 Penalty: 2932.451172
	Iteration 52Q: 3 clusters Score -1050570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1050569.500000 Penalty: 2932.451172
	Iteration 53Q: 3 clusters Score -1050570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1050571.625000 Penalty: 2932.451172
	Iteration 54Q: 3 clusters Score -1050572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1050570.875000 Penalty: 2932.451172
	Iteration 55Q: 3 clusters Score -1050571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1050570.875000 Penalty: 2932.451172
	Iteration 56F: 3 clusters Score -1050571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Entering Unmasked Estep 
Score: -1915595.250000 Penalty: 1563.572754
	Iteration 0F: 2 clusters Score -1915595 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 7561 members 
Entering Unmasked Estep 
Score: -1905276.125000 Penalty: 3127.145508
	Iteration 0F: 3 clusters Score -1905276 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1908734.500000 Penalty: 3127.145508
	Iteration 1F: 3 clusters Score -1908734 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1908958.375000 Penalty: 3127.145508
	Iteration 2Q: 3 clusters Score -1908958 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1909136.500000 Penalty: 3127.145508
	Iteration 3Q: 3 clusters Score -1909136 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1909299.500000 Penalty: 3127.145508
	Iteration 4Q: 3 clusters Score -1909300 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1909430.500000 Penalty: 3127.145508
	Iteration 5Q: 3 clusters Score -1909430 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1909566.500000 Penalty: 3127.145508
	Iteration 6Q: 3 clusters Score -1909566 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1909699.125000 Penalty: 3127.145508
	Iteration 7Q: 3 clusters Score -1909699 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1909868.625000 Penalty: 3127.145508
	Iteration 8Q: 3 clusters Score -1909869 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1910092.250000 Penalty: 3127.145508
	Iteration 9Q: 3 clusters Score -1910092 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1910409.875000 Penalty: 3127.145508
	Iteration 10Q: 3 clusters Score -1910410 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1910882.500000 Penalty: 3127.145508
	Iteration 11F: 3 clusters Score -1910882 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1911527.375000 Penalty: 3127.145508
	Iteration 12F: 3 clusters Score -1911527 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1912336.500000 Penalty: 3127.145508
	Iteration 13F: 3 clusters Score -1912336 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1913100.625000 Penalty: 3127.145508
	Iteration 14F: 3 clusters Score -1913101 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1913623.750000 Penalty: 3127.145508
	Iteration 15Q: 3 clusters Score -1913624 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1913921.625000 Penalty: 3127.145508
	Iteration 16Q: 3 clusters Score -1913922 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1914063.500000 Penalty: 3127.145508
	Iteration 17Q: 3 clusters Score -1914064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1914123.000000 Penalty: 3127.145508
	Iteration 18Q: 3 clusters Score -1914123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1914152.250000 Penalty: 3127.145508
	Iteration 19Q: 3 clusters Score -1914152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1914176.000000 Penalty: 3127.145508
	Iteration 20F: 3 clusters Score -1914176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1914185.625000 Penalty: 3127.145508
	Iteration 21Q: 3 clusters Score -1914186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1914193.125000 Penalty: 3127.145508
	Iteration 22Q: 3 clusters Score -1914193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1914200.125000 Penalty: 3127.145508
	Iteration 23Q: 3 clusters Score -1914200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1914204.375000 Penalty: 3127.145508
	Iteration 24Q: 3 clusters Score -1914204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1914207.750000 Penalty: 3127.145508
	Iteration 25Q: 3 clusters Score -1914208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1914211.750000 Penalty: 3127.145508
	Iteration 26Q: 3 clusters Score -1914212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1914216.500000 Penalty: 3127.145508
	Iteration 27Q: 3 clusters Score -1914216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1914220.750000 Penalty: 3127.145508
	Iteration 28Q: 3 clusters Score -1914221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1914220.750000 Penalty: 3127.145508
	Iteration 29F: 3 clusters Score -1914221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 8903 members 
Mstep: Class 3 contains 22722 members 
Mstep: Class 4 contains 28877 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 78279 members 
Mstep: Class 7 contains 1596 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 11788 members 
Mstep: Class 10 contains 5361 members 
Mstep: Class 11 contains 3073 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 13699 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 24644 members 
Mstep: Class 16 contains 74012 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6271 members 
Mstep: Class 20 contains 55198 members 
Mstep: Class 21 contains 14156 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 8291 members 
Mstep: Class 24 contains 15093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631344.000000 Penalty: 53427.796875
Iteration 119Q: 26 clusters Score -6.263134e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84717 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 23318 members 
Mstep: Class 4 contains 29359 members 
Mstep: Class 5 contains 6522 members 
Mstep: Class 6 contains 77925 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2903 members 
Mstep: Class 9 contains 11795 members 
Mstep: Class 10 contains 5388 members 
Mstep: Class 11 contains 3069 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 13442 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 24248 members 
Mstep: Class 16 contains 74961 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6273 members 
Mstep: Class 20 contains 55703 members 
Mstep: Class 21 contains 14156 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 8288 members 
Mstep: Class 24 contains 15158 members 
Mstep: Class 25 contains 36381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632892.000000 Penalty: 53427.796875
Iteration 120F: 26 clusters Score -6.263289e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84724 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 23956 members 
Mstep: Class 4 contains 29084 members 
Mstep: Class 5 contains 6494 members 
Mstep: Class 6 contains 77585 members 
Mstep: Class 7 contains 1615 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 11806 members 
Mstep: Class 10 contains 5376 members 
Mstep: Class 11 contains 3083 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13247 members 
Mstep: Class 14 contains 4630 members 
Mstep: Class 15 contains 23915 members 
Mstep: Class 16 contains 75054 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6270 members 
Mstep: Class 20 contains 56139 members 
Mstep: Class 21 contains 14155 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 8283 members 
Mstep: Class 24 contains 15168 members 
Mstep: Class 25 contains 36917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62633940.000000 Penalty: 53427.796875
Iteration 121Q: 26 clusters Score -6.263394e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 24595 members 
Mstep: Class 4 contains 28826 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 77280 members 
Mstep: Class 7 contains 1617 members 
Mstep: Class 8 contains 2903 members 
Mstep: Class 9 contains 11840 members 
Mstep: Class 10 contains 5337 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 13081 members 
Mstep: Class 14 contains 4612 members 
Mstep: Class 15 contains 23647 members 
Mstep: Class 16 contains 75127 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 6264 members 
Mstep: Class 20 contains 56631 members 
Mstep: Class 21 contains 14153 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 8280 members 
Mstep: Class 24 contains 15200 members 
Mstep: Class 25 contains 37282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62634536.000000 Penalty: 53427.796875
Iteration 122Q: 26 clusters Score -6.263454e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84676 members 
Mstep: Class 2 contains 6731 members 
Mstep: Class 3 contains 25238 members 
Mstep: Class 4 contains 28605 members 
Mstep: Class 5 contains 6490 members 
Mstep: Class 6 contains 77025 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 11851 members 
Mstep: Class 10 contains 5311 members 
Mstep: Class 11 contains 3092 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 23432 members 
Mstep: Class 16 contains 75180 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6264 members 
Mstep: Class 20 contains 57017 members 
Mstep: Class 21 contains 14151 members 
Mstep: Class 22 contains 2569 members 
Mstep: Class 23 contains 8290 members 
Mstep: Class 24 contains 15226 members 
Mstep: Class 25 contains 37554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62635136.000000 Penalty: 53427.796875
Iteration 123Q: 26 clusters Score -6.263514e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84639 members 
Mstep: Class 2 contains 6213 members 
Mstep: Class 3 contains 25862 members 
Mstep: Class 4 contains 28457 members 
Mstep: Class 5 contains 6492 members 
Mstep: Class 6 contains 76751 members 
Mstep: Class 7 contains 1620 members 
Mstep: Class 8 contains 2917 members 
Mstep: Class 9 contains 11859 members 
Mstep: Class 10 contains 5297 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 3359 members 
Mstep: Class 13 contains 12885 members 
Mstep: Class 14 contains 4561 members 
Mstep: Class 15 contains 23231 members 
Mstep: Class 16 contains 75198 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6257 members 
Mstep: Class 20 contains 57383 members 
Mstep: Class 21 contains 14152 members 
Mstep: Class 22 contains 2566 members 
Mstep: Class 23 contains 8309 members 
Mstep: Class 24 contains 15245 members 
Mstep: Class 25 contains 37798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62635596.000000 Penalty: 53427.796875
Iteration 124Q: 26 clusters Score -6.26356e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 5824 members 
Mstep: Class 3 contains 26387 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 6487 members 
Mstep: Class 6 contains 76537 members 
Mstep: Class 7 contains 1613 members 
Mstep: Class 8 contains 2917 members 
Mstep: Class 9 contains 11863 members 
Mstep: Class 10 contains 5287 members 
Mstep: Class 11 contains 3105 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 12800 members 
Mstep: Class 14 contains 4531 members 
Mstep: Class 15 contains 23072 members 
Mstep: Class 16 contains 75206 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6259 members 
Mstep: Class 20 contains 57680 members 
Mstep: Class 21 contains 14150 members 
Mstep: Class 22 contains 2566 members 
Mstep: Class 23 contains 8316 members 
Mstep: Class 24 contains 15253 members 
Mstep: Class 25 contains 38020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62635988.000000 Penalty: 53427.796875
Iteration 125Q: 26 clusters Score -6.263599e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 5454 members 
Mstep: Class 3 contains 26917 members 
Mstep: Class 4 contains 28196 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 76335 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2917 members 
Mstep: Class 9 contains 11874 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 3109 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 12745 members 
Mstep: Class 14 contains 4487 members 
Mstep: Class 15 contains 22945 members 
Mstep: Class 16 contains 75213 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6251 members 
Mstep: Class 20 contains 57910 members 
Mstep: Class 21 contains 14150 members 
Mstep: Class 22 contains 2562 members 
Mstep: Class 23 contains 8323 members 
Mstep: Class 24 contains 15265 members 
Mstep: Class 25 contains 38236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636436.000000 Penalty: 53427.796875
Iteration 126Q: 26 clusters Score -6.263644e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 5133 members 
Mstep: Class 3 contains 27391 members 
Mstep: Class 4 contains 28090 members 
Mstep: Class 5 contains 6474 members 
Mstep: Class 6 contains 76133 members 
Mstep: Class 7 contains 1604 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 11898 members 
Mstep: Class 10 contains 5277 members 
Mstep: Class 11 contains 3109 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 12687 members 
Mstep: Class 14 contains 4436 members 
Mstep: Class 15 contains 22838 members 
Mstep: Class 16 contains 75207 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6245 members 
Mstep: Class 20 contains 58103 members 
Mstep: Class 21 contains 14151 members 
Mstep: Class 22 contains 2564 members 
Mstep: Class 23 contains 8335 members 
Mstep: Class 24 contains 15283 members 
Mstep: Class 25 contains 38449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636812.000000 Penalty: 53427.796875
Iteration 127Q: 26 clusters Score -6.263681e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84376 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 27813 members 
Mstep: Class 4 contains 28013 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 75953 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 11906 members 
Mstep: Class 10 contains 5272 members 
Mstep: Class 11 contains 3108 members 
Mstep: Class 12 contains 3359 members 
Mstep: Class 13 contains 12649 members 
Mstep: Class 14 contains 4386 members 
Mstep: Class 15 contains 22733 members 
Mstep: Class 16 contains 75196 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6239 members 
Mstep: Class 20 contains 58261 members 
Mstep: Class 21 contains 14149 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 8330 members 
Mstep: Class 24 contains 15302 members 
Mstep: Class 25 contains 38647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636808.000000 Penalty: 53427.796875
Iteration 128Q: 26 clusters Score -6.263681e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 28141 members 
Mstep: Class 4 contains 27949 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 75812 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 2932 members 
Mstep: Class 9 contains 11941 members 
Mstep: Class 10 contains 5257 members 
Mstep: Class 11 contains 3111 members 
Mstep: Class 12 contains 3359 members 
Mstep: Class 13 contains 12602 members 
Mstep: Class 14 contains 4342 members 
Mstep: Class 15 contains 22631 members 
Mstep: Class 16 contains 75185 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 58367 members 
Mstep: Class 21 contains 14148 members 
Mstep: Class 22 contains 2564 members 
Mstep: Class 23 contains 8330 members 
Mstep: Class 24 contains 15318 members 
Mstep: Class 25 contains 38845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637172.000000 Penalty: 53427.796875
Iteration 129Q: 26 clusters Score -6.263717e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 28406 members 
Mstep: Class 4 contains 27905 members 
Mstep: Class 5 contains 6474 members 
Mstep: Class 6 contains 75688 members 
Mstep: Class 7 contains 1601 members 
Mstep: Class 8 contains 2938 members 
Mstep: Class 9 contains 11988 members 
Mstep: Class 10 contains 5255 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 12552 members 
Mstep: Class 14 contains 4289 members 
Mstep: Class 15 contains 22539 members 
Mstep: Class 16 contains 75174 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6230 members 
Mstep: Class 20 contains 58416 members 
Mstep: Class 21 contains 14149 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 8335 members 
Mstep: Class 24 contains 15330 members 
Mstep: Class 25 contains 39043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637364.000000 Penalty: 53427.796875
Iteration 130Q: 26 clusters Score -6.263736e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 28635 members 
Mstep: Class 4 contains 27842 members 
Mstep: Class 5 contains 6472 members 
Mstep: Class 6 contains 75549 members 
Mstep: Class 7 contains 1602 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 12059 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 12494 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 22475 members 
Mstep: Class 16 contains 75168 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6227 members 
Mstep: Class 20 contains 58458 members 
Mstep: Class 21 contains 14150 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 8336 members 
Mstep: Class 24 contains 15343 members 
Mstep: Class 25 contains 39239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637664.000000 Penalty: 53427.796875
Iteration 131Q: 26 clusters Score -6.263766e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 28840 members 
Mstep: Class 4 contains 27788 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 75413 members 
Mstep: Class 7 contains 1601 members 
Mstep: Class 8 contains 2947 members 
Mstep: Class 9 contains 12143 members 
Mstep: Class 10 contains 5224 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 12441 members 
Mstep: Class 14 contains 4191 members 
Mstep: Class 15 contains 22417 members 
Mstep: Class 16 contains 75152 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6232 members 
Mstep: Class 20 contains 58465 members 
Mstep: Class 21 contains 14148 members 
Mstep: Class 22 contains 2562 members 
Mstep: Class 23 contains 8339 members 
Mstep: Class 24 contains 15359 members 
Mstep: Class 25 contains 39417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637600.000000 Penalty: 53427.796875
Iteration 132Q: 26 clusters Score -6.26376e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 29020 members 
Mstep: Class 4 contains 27753 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 75223 members 
Mstep: Class 7 contains 1602 members 
Mstep: Class 8 contains 2949 members 
Mstep: Class 9 contains 12239 members 
Mstep: Class 10 contains 5216 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 12388 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 22375 members 
Mstep: Class 16 contains 75143 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 58477 members 
Mstep: Class 21 contains 14143 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 8354 members 
Mstep: Class 24 contains 15376 members 
Mstep: Class 25 contains 39574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637976.000000 Penalty: 53427.796875
Iteration 133Q: 26 clusters Score -6.263798e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 29172 members 
Mstep: Class 4 contains 27706 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 75029 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 2951 members 
Mstep: Class 9 contains 12383 members 
Mstep: Class 10 contains 5201 members 
Mstep: Class 11 contains 3110 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 12354 members 
Mstep: Class 14 contains 4094 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 16 contains 75128 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6257 members 
Mstep: Class 20 contains 58442 members 
Mstep: Class 21 contains 14142 members 
Mstep: Class 22 contains 2564 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 15383 members 
Mstep: Class 25 contains 39721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638092.000000 Penalty: 53427.796875
Iteration 134Q: 26 clusters Score -6.263809e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 29294 members 
Mstep: Class 4 contains 27660 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 74799 members 
Mstep: Class 7 contains 1599 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 12572 members 
Mstep: Class 10 contains 5189 members 
Mstep: Class 11 contains 3106 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 12330 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 22318 members 
Mstep: Class 16 contains 75109 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6261 members 
Mstep: Class 20 contains 58385 members 
Mstep: Class 21 contains 14140 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8376 members 
Mstep: Class 24 contains 15393 members 
Mstep: Class 25 contains 39851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638380.000000 Penalty: 53427.796875
Iteration 135Q: 26 clusters Score -6.263838e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 3 contains 29411 members 
Mstep: Class 4 contains 27610 members 
Mstep: Class 5 contains 6488 members 
Mstep: Class 6 contains 74551 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 2953 members 
Mstep: Class 9 contains 12783 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 3104 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 12307 members 
Mstep: Class 14 contains 4021 members 
Mstep: Class 15 contains 22275 members 
Mstep: Class 16 contains 75095 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6257 members 
Mstep: Class 20 contains 58315 members 
Mstep: Class 21 contains 14138 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8394 members 
Mstep: Class 24 contains 15403 members 
Mstep: Class 25 contains 39976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638584.000000 Penalty: 53427.796875
Iteration 136Q: 26 clusters Score -6.263858e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 84021 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 29531 members 
Mstep: Class 4 contains 27584 members 
Mstep: Class 5 contains 6487 members 
Mstep: Class 6 contains 74277 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 13004 members 
Mstep: Class 10 contains 5158 members 
Mstep: Class 11 contains 3103 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 12278 members 
Mstep: Class 14 contains 4013 members 
Mstep: Class 15 contains 22233 members 
Mstep: Class 16 contains 75074 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6264 members 
Mstep: Class 20 contains 58278 members 
Mstep: Class 21 contains 14134 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8411 members 
Mstep: Class 24 contains 15407 members 
Mstep: Class 25 contains 40071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638812.000000 Penalty: 53427.796875
Iteration 137Q: 26 clusters Score -6.263881e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 4395 members 
Mstep: Class 3 contains 29642 members 
Mstep: Class 4 contains 27548 members 
Mstep: Class 5 contains 6489 members 
Mstep: Class 6 contains 73992 members 
Mstep: Class 7 contains 1599 members 
Mstep: Class 8 contains 2953 members 
Mstep: Class 9 contains 13261 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 3105 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 12244 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 22184 members 
Mstep: Class 16 contains 75054 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6270 members 
Mstep: Class 20 contains 58223 members 
Mstep: Class 21 contains 14129 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8437 members 
Mstep: Class 24 contains 15399 members 
Mstep: Class 25 contains 40178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639028.000000 Penalty: 53427.796875
Iteration 138Q: 26 clusters Score -6.263903e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 29743 members 
Mstep: Class 4 contains 27513 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 73657 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 13548 members 
Mstep: Class 10 contains 5148 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 12204 members 
Mstep: Class 14 contains 3978 members 
Mstep: Class 15 contains 22147 members 
Mstep: Class 16 contains 75033 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6283 members 
Mstep: Class 20 contains 58149 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8474 members 
Mstep: Class 24 contains 15405 members 
Mstep: Class 25 contains 40296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639412.000000 Penalty: 53427.796875
Iteration 139Q: 26 clusters Score -6.263941e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 29832 members 
Mstep: Class 4 contains 27487 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 73315 members 
Mstep: Class 7 contains 1602 members 
Mstep: Class 8 contains 2951 members 
Mstep: Class 9 contains 13826 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 12167 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 22118 members 
Mstep: Class 16 contains 75010 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6287 members 
Mstep: Class 20 contains 58085 members 
Mstep: Class 21 contains 14128 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 8519 members 
Mstep: Class 24 contains 15408 members 
Mstep: Class 25 contains 40389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639884.000000 Penalty: 53427.796875
Iteration 140F: 26 clusters Score -6.263988e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83977 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 29917 members 
Mstep: Class 4 contains 27468 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 73006 members 
Mstep: Class 7 contains 1602 members 
Mstep: Class 8 contains 2953 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 5138 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 12113 members 
Mstep: Class 14 contains 3964 members 
Mstep: Class 15 contains 22090 members 
Mstep: Class 16 contains 74991 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6288 members 
Mstep: Class 20 contains 58013 members 
Mstep: Class 21 contains 14126 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8545 members 
Mstep: Class 24 contains 15423 members 
Mstep: Class 25 contains 40472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640316.000000 Penalty: 53427.796875
Iteration 141Q: 26 clusters Score -6.264032e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 4515 members 
Mstep: Class 3 contains 29991 members 
Mstep: Class 4 contains 27446 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 72706 members 
Mstep: Class 7 contains 1604 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 14350 members 
Mstep: Class 10 contains 5142 members 
Mstep: Class 11 contains 3084 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 12067 members 
Mstep: Class 14 contains 3961 members 
Mstep: Class 15 contains 22060 members 
Mstep: Class 16 contains 74978 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6282 members 
Mstep: Class 20 contains 57985 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 8574 members 
Mstep: Class 24 contains 15420 members 
Mstep: Class 25 contains 40549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640412.000000 Penalty: 53427.796875
Iteration 142Q: 26 clusters Score -6.264041e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83962 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 30061 members 
Mstep: Class 4 contains 27438 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 72410 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2960 members 
Mstep: Class 9 contains 14587 members 
Mstep: Class 10 contains 5140 members 
Mstep: Class 11 contains 3077 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 12027 members 
Mstep: Class 14 contains 3947 members 
Mstep: Class 15 contains 22034 members 
Mstep: Class 16 contains 74966 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6285 members 
Mstep: Class 20 contains 57946 members 
Mstep: Class 21 contains 14125 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8620 members 
Mstep: Class 24 contains 15418 members 
Mstep: Class 25 contains 40619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640600.000000 Penalty: 53427.796875
Iteration 143Q: 26 clusters Score -6.26406e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 30114 members 
Mstep: Class 4 contains 27409 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 72128 members 
Mstep: Class 7 contains 1608 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 14816 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 3079 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 11981 members 
Mstep: Class 14 contains 3955 members 
Mstep: Class 15 contains 22017 members 
Mstep: Class 16 contains 74957 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6281 members 
Mstep: Class 20 contains 57914 members 
Mstep: Class 21 contains 14124 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8642 members 
Mstep: Class 24 contains 15422 members 
Mstep: Class 25 contains 40704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640704.000000 Penalty: 53427.796875
Iteration 144Q: 26 clusters Score -6.26407e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 4614 members 
Mstep: Class 3 contains 30149 members 
Mstep: Class 4 contains 27385 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 71868 members 
Mstep: Class 7 contains 1608 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 15031 members 
Mstep: Class 10 contains 5141 members 
Mstep: Class 11 contains 3080 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 11957 members 
Mstep: Class 14 contains 3961 members 
Mstep: Class 15 contains 21985 members 
Mstep: Class 16 contains 74945 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6282 members 
Mstep: Class 20 contains 57881 members 
Mstep: Class 21 contains 14123 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8639 members 
Mstep: Class 24 contains 15447 members 
Mstep: Class 25 contains 40796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640836.000000 Penalty: 53427.796875
Iteration 145Q: 26 clusters Score -6.264084e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 4653 members 
Mstep: Class 3 contains 30182 members 
Mstep: Class 4 contains 27363 members 
Mstep: Class 5 contains 6465 members 
Mstep: Class 6 contains 71623 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 15192 members 
Mstep: Class 10 contains 5143 members 
Mstep: Class 11 contains 3081 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 11935 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 15 contains 21953 members 
Mstep: Class 16 contains 74941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6287 members 
Mstep: Class 20 contains 57861 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8637 members 
Mstep: Class 24 contains 15463 members 
Mstep: Class 25 contains 40901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641092.000000 Penalty: 53427.796875
Iteration 146Q: 26 clusters Score -6.264109e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83896 members 
Mstep: Class 2 contains 4695 members 
Mstep: Class 3 contains 30211 members 
Mstep: Class 4 contains 27337 members 
Mstep: Class 5 contains 6464 members 
Mstep: Class 6 contains 71410 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 15330 members 
Mstep: Class 10 contains 5145 members 
Mstep: Class 11 contains 3083 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 13 contains 11908 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 15 contains 21941 members 
Mstep: Class 16 contains 74933 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6279 members 
Mstep: Class 20 contains 57824 members 
Mstep: Class 21 contains 14121 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8643 members 
Mstep: Class 24 contains 15483 members 
Mstep: Class 25 contains 41014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641256.000000 Penalty: 53427.796875
Iteration 147Q: 26 clusters Score -6.264126e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 4736 members 
Mstep: Class 3 contains 30235 members 
Mstep: Class 4 contains 27319 members 
Mstep: Class 5 contains 6462 members 
Mstep: Class 6 contains 71241 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 15435 members 
Mstep: Class 10 contains 5148 members 
Mstep: Class 11 contains 3086 members 
Mstep: Class 12 contains 3333 members 
Mstep: Class 13 contains 11887 members 
Mstep: Class 14 contains 3975 members 
Mstep: Class 15 contains 21914 members 
Mstep: Class 16 contains 74931 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6284 members 
Mstep: Class 20 contains 57793 members 
Mstep: Class 21 contains 14121 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 15490 members 
Mstep: Class 25 contains 41108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641456.000000 Penalty: 53427.796875
Iteration 148Q: 26 clusters Score -6.264146e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83853 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 30252 members 
Mstep: Class 4 contains 27300 members 
Mstep: Class 5 contains 6459 members 
Mstep: Class 6 contains 71077 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 15541 members 
Mstep: Class 10 contains 5147 members 
Mstep: Class 11 contains 3087 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 11872 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 21895 members 
Mstep: Class 16 contains 74924 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6289 members 
Mstep: Class 20 contains 57751 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8653 members 
Mstep: Class 24 contains 15501 members 
Mstep: Class 25 contains 41198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641572.000000 Penalty: 53427.796875
Iteration 149Q: 26 clusters Score -6.264157e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 4831 members 
Mstep: Class 3 contains 30275 members 
Mstep: Class 4 contains 27277 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 70921 members 
Mstep: Class 7 contains 1608 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 15653 members 
Mstep: Class 10 contains 5138 members 
Mstep: Class 11 contains 3089 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 11854 members 
Mstep: Class 14 contains 3989 members 
Mstep: Class 15 contains 21888 members 
Mstep: Class 16 contains 74918 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6298 members 
Mstep: Class 20 contains 57711 members 
Mstep: Class 21 contains 14121 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 15516 members 
Mstep: Class 25 contains 41270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641572.000000 Penalty: 53427.796875
Iteration 150Q: 26 clusters Score -6.264157e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83824 members 
Mstep: Class 2 contains 4866 members 
Mstep: Class 3 contains 30298 members 
Mstep: Class 4 contains 27248 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 70784 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 15735 members 
Mstep: Class 10 contains 5133 members 
Mstep: Class 11 contains 3090 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 11842 members 
Mstep: Class 14 contains 3997 members 
Mstep: Class 15 contains 21886 members 
Mstep: Class 16 contains 74911 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6301 members 
Mstep: Class 20 contains 57698 members 
Mstep: Class 21 contains 14121 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8644 members 
Mstep: Class 24 contains 15523 members 
Mstep: Class 25 contains 41338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641748.000000 Penalty: 53427.796875
Iteration 151Q: 26 clusters Score -6.264175e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83807 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 30325 members 
Mstep: Class 4 contains 27224 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 70657 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 15782 members 
Mstep: Class 10 contains 5132 members 
Mstep: Class 11 contains 3090 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 13 contains 11828 members 
Mstep: Class 14 contains 4001 members 
Mstep: Class 15 contains 21885 members 
Mstep: Class 16 contains 74909 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6310 members 
Mstep: Class 20 contains 57687 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8643 members 
Mstep: Class 24 contains 15531 members 
Mstep: Class 25 contains 41414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641684.000000 Penalty: 53427.796875
Iteration 152Q: 26 clusters Score -6.264168e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 4928 members 
Mstep: Class 3 contains 30336 members 
Mstep: Class 4 contains 27212 members 
Mstep: Class 5 contains 6452 members 
Mstep: Class 6 contains 70557 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 15799 members 
Mstep: Class 10 contains 5131 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 11813 members 
Mstep: Class 14 contains 4007 members 
Mstep: Class 15 contains 21884 members 
Mstep: Class 16 contains 74902 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6320 members 
Mstep: Class 20 contains 57671 members 
Mstep: Class 21 contains 14123 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8632 members 
Mstep: Class 24 contains 15550 members 
Mstep: Class 25 contains 41487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641760.000000 Penalty: 53427.796875
Iteration 153Q: 26 clusters Score -6.264176e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 30345 members 
Mstep: Class 4 contains 27192 members 
Mstep: Class 5 contains 6450 members 
Mstep: Class 6 contains 70474 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 15795 members 
Mstep: Class 10 contains 5128 members 
Mstep: Class 11 contains 3092 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 11791 members 
Mstep: Class 14 contains 4017 members 
Mstep: Class 15 contains 21882 members 
Mstep: Class 16 contains 74895 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6330 members 
Mstep: Class 20 contains 57674 members 
Mstep: Class 21 contains 14124 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8613 members 
Mstep: Class 24 contains 15562 members 
Mstep: Class 25 contains 41562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642016.000000 Penalty: 53427.796875
Iteration 154Q: 26 clusters Score -6.264202e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83782 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 27175 members 
Mstep: Class 5 contains 6449 members 
Mstep: Class 6 contains 70401 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 15786 members 
Mstep: Class 10 contains 5127 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 11774 members 
Mstep: Class 14 contains 4025 members 
Mstep: Class 15 contains 21878 members 
Mstep: Class 16 contains 74893 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6342 members 
Mstep: Class 20 contains 57670 members 
Mstep: Class 21 contains 14126 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8601 members 
Mstep: Class 24 contains 15571 members 
Mstep: Class 25 contains 41624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642036.000000 Penalty: 53427.796875
Iteration 155Q: 26 clusters Score -6.264204e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83779 members 
Mstep: Class 2 contains 5059 members 
Mstep: Class 3 contains 30365 members 
Mstep: Class 4 contains 27166 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 70364 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 15742 members 
Mstep: Class 10 contains 5119 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 4033 members 
Mstep: Class 15 contains 21868 members 
Mstep: Class 16 contains 74893 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 57684 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8592 members 
Mstep: Class 24 contains 15578 members 
Mstep: Class 25 contains 41677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642064.000000 Penalty: 53427.796875
Iteration 156Q: 26 clusters Score -6.264206e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83777 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 30375 members 
Mstep: Class 4 contains 27142 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 70318 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 15726 members 
Mstep: Class 10 contains 5117 members 
Mstep: Class 11 contains 3092 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 11718 members 
Mstep: Class 14 contains 4037 members 
Mstep: Class 15 contains 21858 members 
Mstep: Class 16 contains 74891 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6358 members 
Mstep: Class 20 contains 57706 members 
Mstep: Class 21 contains 14124 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8576 members 
Mstep: Class 24 contains 15583 members 
Mstep: Class 25 contains 41727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641988.000000 Penalty: 53427.796875
Iteration 157Q: 26 clusters Score -6.264199e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 5143 members 
Mstep: Class 3 contains 30389 members 
Mstep: Class 4 contains 27125 members 
Mstep: Class 5 contains 6452 members 
Mstep: Class 6 contains 70263 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 15720 members 
Mstep: Class 10 contains 5117 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 11695 members 
Mstep: Class 14 contains 4036 members 
Mstep: Class 15 contains 21841 members 
Mstep: Class 16 contains 74892 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6364 members 
Mstep: Class 20 contains 57735 members 
Mstep: Class 21 contains 14123 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8565 members 
Mstep: Class 24 contains 15584 members 
Mstep: Class 25 contains 41777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641980.000000 Penalty: 53427.796875
Iteration 158Q: 26 clusters Score -6.264198e+07 nChanged 295
Entering ConstructFrom: 
Score: -62641980.000000 Penalty: 53427.796875
Entering ConstructFrom: 
Trying to split cluster 1 (83770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83770 members 
Entering Unmasked Estep 
Score: -10349186.000000 Penalty: 1842.072510
	Iteration 0F: 2 clusters Score -1.034919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -10297397.000000 Penalty: 3684.145020
	Iteration 0F: 3 clusters Score -1.02974e+07 nChanged 39899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -10320457.000000 Penalty: 3684.145020
	Iteration 1F: 3 clusters Score -1.032046e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -10321433.000000 Penalty: 3684.145020
	Iteration 2Q: 3 clusters Score -1.032143e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -10323022.000000 Penalty: 3684.145020
	Iteration 3Q: 3 clusters Score -1.032302e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -10325994.000000 Penalty: 3684.145020
	Iteration 4F: 3 clusters Score -1.032599e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 63496 members 
Entering Unmasked Estep 
Score: -10331124.000000 Penalty: 3684.145020
	Iteration 5F: 3 clusters Score -1.033112e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -10337378.000000 Penalty: 3684.145020
	Iteration 6F: 3 clusters Score -1.033738e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -10342712.000000 Penalty: 3684.145020
	Iteration 7F: 3 clusters Score -1.034271e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 81671 members 
Entering Unmasked Estep 
Score: -10345814.000000 Penalty: 3684.145020
	Iteration 8Q: 3 clusters Score -1.034581e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -10347053.000000 Penalty: 3684.145020
	Iteration 9Q: 3 clusters Score -1.034705e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 83419 members 
Entering Unmasked Estep 
Score: -10347433.000000 Penalty: 3684.145020
	Iteration 10Q: 3 clusters Score -1.034743e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 83505 members 
Entering Unmasked Estep 
Score: -10347523.000000 Penalty: 3684.145020
	Iteration 11Q: 3 clusters Score -1.034752e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -10347568.000000 Penalty: 3684.145020
	Iteration 12Q: 3 clusters Score -1.034757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -10347601.000000 Penalty: 3684.145020
	Iteration 13Q: 3 clusters Score -1.03476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 83544 members 
Entering Unmasked Estep 
Score: -10347619.000000 Penalty: 3684.145020
	Iteration 14Q: 3 clusters Score -1.034762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -10347629.000000 Penalty: 3684.145020
	Iteration 15Q: 3 clusters Score -1.034763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -10347633.000000 Penalty: 3684.145020
	Iteration 16Q: 3 clusters Score -1.034763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -10347640.000000 Penalty: 3684.145020
	Iteration 17Q: 3 clusters Score -1.034764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -10347639.000000 Penalty: 3684.145020
	Iteration 18Q: 3 clusters Score -1.034764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 83541 members 
Entering Unmasked Estep 
Score: -10347646.000000 Penalty: 3684.145020
	Iteration 19Q: 3 clusters Score -1.034765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -10347652.000000 Penalty: 3684.145020
	Iteration 20F: 3 clusters Score -1.034765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Entering Unmasked Estep 
Score: -646017.125000 Penalty: 1390.198364
	Iteration 0F: 2 clusters Score -646017.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -641940.875000 Penalty: 2780.396729
	Iteration 0F: 3 clusters Score -641940.9 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -643080.937500 Penalty: 2780.396729
	Iteration 1F: 3 clusters Score -643080.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -643229.312500 Penalty: 2780.396729
	Iteration 2F: 3 clusters Score -643229.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -643336.937500 Penalty: 2780.396729
	Iteration 3Q: 3 clusters Score -643336.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -643400.875000 Penalty: 2780.396729
	Iteration 4Q: 3 clusters Score -643400.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -643445.875000 Penalty: 2780.396729
	Iteration 5Q: 3 clusters Score -643445.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -643490.812500 Penalty: 2780.396729
	Iteration 6Q: 3 clusters Score -643490.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -643531.500000 Penalty: 2780.396729
	Iteration 7Q: 3 clusters Score -643531.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -643578.062500 Penalty: 2780.396729
	Iteration 8Q: 3 clusters Score -643578.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -643625.375000 Penalty: 2780.396729
	Iteration 9Q: 3 clusters Score -643625.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -643677.812500 Penalty: 2780.396729
	Iteration 10Q: 3 clusters Score -643677.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -643726.062500 Penalty: 2780.396729
	Iteration 11Q: 3 clusters Score -643726.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -643767.812500 Penalty: 2780.396729
	Iteration 12Q: 3 clusters Score -643767.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -643814.812500 Penalty: 2780.396729
	Iteration 13Q: 3 clusters Score -643814.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -643868.000000 Penalty: 2780.396729
	Iteration 14Q: 3 clusters Score -643868 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -643919.250000 Penalty: 2780.396729
	Iteration 15Q: 3 clusters Score -643919.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -643963.562500 Penalty: 2780.396729
	Iteration 16Q: 3 clusters Score -643963.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -644024.062500 Penalty: 2780.396729
	Iteration 17Q: 3 clusters Score -644024.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -644086.062500 Penalty: 2780.396729
	Iteration 18Q: 3 clusters Score -644086.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -644166.500000 Penalty: 2780.396729
	Iteration 19Q: 3 clusters Score -644166.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -644241.062500 Penalty: 2780.396729
	Iteration 20F: 3 clusters Score -644241.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -644294.562500 Penalty: 2780.396729
	Iteration 21Q: 3 clusters Score -644294.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -644347.812500 Penalty: 2780.396729
	Iteration 22Q: 3 clusters Score -644347.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -644399.000000 Penalty: 2780.396729
	Iteration 23Q: 3 clusters Score -644399 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -644450.312500 Penalty: 2780.396729
	Iteration 24Q: 3 clusters Score -644450.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -644490.187500 Penalty: 2780.396729
	Iteration 25Q: 3 clusters Score -644490.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -644525.812500 Penalty: 2780.396729
	Iteration 26Q: 3 clusters Score -644525.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -644556.937500 Penalty: 2780.396729
	Iteration 27Q: 3 clusters Score -644556.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -644592.750000 Penalty: 2780.396729
	Iteration 28Q: 3 clusters Score -644592.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -644617.437500 Penalty: 2780.396729
	Iteration 29Q: 3 clusters Score -644617.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -644647.187500 Penalty: 2780.396729
	Iteration 30Q: 3 clusters Score -644647.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -644674.812500 Penalty: 2780.396729
	Iteration 31Q: 3 clusters Score -644674.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -644695.812500 Penalty: 2780.396729
	Iteration 32Q: 3 clusters Score -644695.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -644709.625000 Penalty: 2780.396729
	Iteration 33Q: 3 clusters Score -644709.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -644721.375000 Penalty: 2780.396729
	Iteration 34Q: 3 clusters Score -644721.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -644731.000000 Penalty: 2780.396729
	Iteration 35Q: 3 clusters Score -644731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -644742.062500 Penalty: 2780.396729
	Iteration 36Q: 3 clusters Score -644742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -644748.562500 Penalty: 2780.396729
	Iteration 37Q: 3 clusters Score -644748.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -644754.312500 Penalty: 2780.396729
	Iteration 38Q: 3 clusters Score -644754.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -644761.250000 Penalty: 2780.396729
	Iteration 39Q: 3 clusters Score -644761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -644764.187500 Penalty: 2780.396729
	Iteration 40F: 3 clusters Score -644764.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -644766.000000 Penalty: 2780.396729
	Iteration 41Q: 3 clusters Score -644766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -644768.062500 Penalty: 2780.396729
	Iteration 42Q: 3 clusters Score -644768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -644769.687500 Penalty: 2780.396729
	Iteration 43Q: 3 clusters Score -644769.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -644772.250000 Penalty: 2780.396729
	Iteration 44Q: 3 clusters Score -644772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -644774.625000 Penalty: 2780.396729
	Iteration 45Q: 3 clusters Score -644774.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -644778.500000 Penalty: 2780.396729
	Iteration 46Q: 3 clusters Score -644778.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -644780.750000 Penalty: 2780.396729
	Iteration 47Q: 3 clusters Score -644780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -644784.125000 Penalty: 2780.396729
	Iteration 48Q: 3 clusters Score -644784.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -644791.812500 Penalty: 2780.396729
	Iteration 49Q: 3 clusters Score -644791.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -644797.875000 Penalty: 2780.396729
	Iteration 50Q: 3 clusters Score -644797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -644801.062500 Penalty: 2780.396729
	Iteration 51Q: 3 clusters Score -644801.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -644804.812500 Penalty: 2780.396729
	Iteration 52Q: 3 clusters Score -644804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -644807.187500 Penalty: 2780.396729
	Iteration 53Q: 3 clusters Score -644807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -644806.937500 Penalty: 2780.396729
	Iteration 54Q: 3 clusters Score -644806.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -644806.937500 Penalty: 2780.396729
	Iteration 55F: 3 clusters Score -644806.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Entering Unmasked Estep 
Score: -3794197.250000 Penalty: 1677.314331
	Iteration 0F: 2 clusters Score -3794197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3773660.500000 Penalty: 3354.628662
	Iteration 0F: 3 clusters Score -3773660 nChanged 14066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3781490.000000 Penalty: 3354.628662
	Iteration 1F: 3 clusters Score -3781490 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3782102.250000 Penalty: 3354.628662
	Iteration 2F: 3 clusters Score -3782102 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -3783046.500000 Penalty: 3354.628662
	Iteration 3F: 3 clusters Score -3783046 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3784444.750000 Penalty: 3354.628662
	Iteration 4F: 3 clusters Score -3784445 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -3786359.500000 Penalty: 3354.628662
	Iteration 5F: 3 clusters Score -3786360 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3788565.000000 Penalty: 3354.628662
	Iteration 6F: 3 clusters Score -3788565 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3790420.250000 Penalty: 3354.628662
	Iteration 7F: 3 clusters Score -3790420 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3791579.750000 Penalty: 3354.628662
	Iteration 8Q: 3 clusters Score -3791580 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3792127.250000 Penalty: 3354.628662
	Iteration 9Q: 3 clusters Score -3792127 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3792429.250000 Penalty: 3354.628662
	Iteration 10Q: 3 clusters Score -3792429 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3792576.000000 Penalty: 3354.628662
	Iteration 11Q: 3 clusters Score -3792576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3792662.750000 Penalty: 3354.628662
	Iteration 12Q: 3 clusters Score -3792663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3792708.000000 Penalty: 3354.628662
	Iteration 13Q: 3 clusters Score -3792708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3792724.750000 Penalty: 3354.628662
	Iteration 14Q: 3 clusters Score -3792725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3792735.250000 Penalty: 3354.628662
	Iteration 15Q: 3 clusters Score -3792735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3792735.000000 Penalty: 3354.628662
	Iteration 16Q: 3 clusters Score -3792735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3792738.250000 Penalty: 3354.628662
	Iteration 17Q: 3 clusters Score -3792738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3792742.000000 Penalty: 3354.628662
	Iteration 18Q: 3 clusters Score -3792742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3792746.000000 Penalty: 3354.628662
	Iteration 19Q: 3 clusters Score -3792746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3792751.250000 Penalty: 3354.628662
	Iteration 20F: 3 clusters Score -3792751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Entering Unmasked Estep 
Score: -3402693.250000 Penalty: 1658.792480
	Iteration 0F: 2 clusters Score -3402693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3384406.250000 Penalty: 3317.584961
	Iteration 0F: 3 clusters Score -3384406 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3391165.500000 Penalty: 3317.584961
	Iteration 1F: 3 clusters Score -3391166 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3391429.500000 Penalty: 3317.584961
	Iteration 2Q: 3 clusters Score -3391430 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3391676.750000 Penalty: 3317.584961
	Iteration 3Q: 3 clusters Score -3391677 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3391929.750000 Penalty: 3317.584961
	Iteration 4Q: 3 clusters Score -3391930 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3392197.750000 Penalty: 3317.584961
	Iteration 5Q: 3 clusters Score -3392198 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3392654.750000 Penalty: 3317.584961
	Iteration 6Q: 3 clusters Score -3392655 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3393319.250000 Penalty: 3317.584961
	Iteration 7Q: 3 clusters Score -3393319 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3394461.500000 Penalty: 3317.584961
	Iteration 8F: 3 clusters Score -3394462 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3396033.500000 Penalty: 3317.584961
	Iteration 9F: 3 clusters Score -3396034 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3397873.250000 Penalty: 3317.584961
	Iteration 10F: 3 clusters Score -3397873 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3399559.000000 Penalty: 3317.584961
	Iteration 11F: 3 clusters Score -3399559 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -3400544.750000 Penalty: 3317.584961
	Iteration 12Q: 3 clusters Score -3400545 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3400958.750000 Penalty: 3317.584961
	Iteration 13Q: 3 clusters Score -3400959 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3401102.500000 Penalty: 3317.584961
	Iteration 14Q: 3 clusters Score -3401102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -3401178.500000 Penalty: 3317.584961
	Iteration 15Q: 3 clusters Score -3401178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -3401215.750000 Penalty: 3317.584961
	Iteration 16Q: 3 clusters Score -3401216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -3401250.750000 Penalty: 3317.584961
	Iteration 17Q: 3 clusters Score -3401251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3401278.000000 Penalty: 3317.584961
	Iteration 18Q: 3 clusters Score -3401278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3401291.250000 Penalty: 3317.584961
	Iteration 19Q: 3 clusters Score -3401291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3401299.500000 Penalty: 3317.584961
	Iteration 20F: 3 clusters Score -3401300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3401315.250000 Penalty: 3317.584961
	Iteration 21Q: 3 clusters Score -3401315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -3401318.250000 Penalty: 3317.584961
	Iteration 22Q: 3 clusters Score -3401318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3401322.500000 Penalty: 3317.584961
	Iteration 23Q: 3 clusters Score -3401322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3401325.250000 Penalty: 3317.584961
	Iteration 24Q: 3 clusters Score -3401325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3401325.250000 Penalty: 3317.584961
	Iteration 25F: 3 clusters Score -3401325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Entering Unmasked Estep 
Score: -761218.062500 Penalty: 1425.498901
	Iteration 0F: 2 clusters Score -761218.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -756380.875000 Penalty: 2850.997803
	Iteration 0F: 3 clusters Score -756380.9 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -757837.812500 Penalty: 2850.997803
	Iteration 1F: 3 clusters Score -757837.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -758039.875000 Penalty: 2850.997803
	Iteration 2F: 3 clusters Score -758039.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -758195.812500 Penalty: 2850.997803
	Iteration 3F: 3 clusters Score -758195.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -758304.500000 Penalty: 2850.997803
	Iteration 4Q: 3 clusters Score -758304.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -758406.875000 Penalty: 2850.997803
	Iteration 5Q: 3 clusters Score -758406.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -758489.937500 Penalty: 2850.997803
	Iteration 6Q: 3 clusters Score -758489.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -758564.937500 Penalty: 2850.997803
	Iteration 7Q: 3 clusters Score -758564.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -758648.687500 Penalty: 2850.997803
	Iteration 8Q: 3 clusters Score -758648.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -758748.250000 Penalty: 2850.997803
	Iteration 9Q: 3 clusters Score -758748.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -758857.375000 Penalty: 2850.997803
	Iteration 10Q: 3 clusters Score -758857.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -758965.187500 Penalty: 2850.997803
	Iteration 11Q: 3 clusters Score -758965.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -759102.500000 Penalty: 2850.997803
	Iteration 12Q: 3 clusters Score -759102.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -759256.187500 Penalty: 2850.997803
	Iteration 13Q: 3 clusters Score -759256.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -759408.062500 Penalty: 2850.997803
	Iteration 14Q: 3 clusters Score -759408.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -759557.562500 Penalty: 2850.997803
	Iteration 15Q: 3 clusters Score -759557.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -759675.687500 Penalty: 2850.997803
	Iteration 16Q: 3 clusters Score -759675.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -759755.062500 Penalty: 2850.997803
	Iteration 17Q: 3 clusters Score -759755.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -759819.875000 Penalty: 2850.997803
	Iteration 18Q: 3 clusters Score -759819.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -759886.000000 Penalty: 2850.997803
	Iteration 19Q: 3 clusters Score -759886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -759929.250000 Penalty: 2850.997803
	Iteration 20F: 3 clusters Score -759929.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -759963.625000 Penalty: 2850.997803
	Iteration 21Q: 3 clusters Score -759963.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -759986.812500 Penalty: 2850.997803
	Iteration 22Q: 3 clusters Score -759986.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -759998.250000 Penalty: 2850.997803
	Iteration 23Q: 3 clusters Score -759998.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -760006.375000 Penalty: 2850.997803
	Iteration 24Q: 3 clusters Score -760006.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -760014.000000 Penalty: 2850.997803
	Iteration 25Q: 3 clusters Score -760014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -760017.187500 Penalty: 2850.997803
	Iteration 26Q: 3 clusters Score -760017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -760021.500000 Penalty: 2850.997803
	Iteration 27Q: 3 clusters Score -760021.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -760029.375000 Penalty: 2850.997803
	Iteration 28Q: 3 clusters Score -760029.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -760045.062500 Penalty: 2850.997803
	Iteration 29Q: 3 clusters Score -760045.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -760058.687500 Penalty: 2850.997803
	Iteration 30Q: 3 clusters Score -760058.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -760071.062500 Penalty: 2850.997803
	Iteration 31Q: 3 clusters Score -760071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -760076.187500 Penalty: 2850.997803
	Iteration 32Q: 3 clusters Score -760076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -760081.250000 Penalty: 2850.997803
	Iteration 33Q: 3 clusters Score -760081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -760085.562500 Penalty: 2850.997803
	Iteration 34Q: 3 clusters Score -760085.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -760087.562500 Penalty: 2850.997803
	Iteration 35Q: 3 clusters Score -760087.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -760092.500000 Penalty: 2850.997803
	Iteration 36Q: 3 clusters Score -760092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -760094.875000 Penalty: 2850.997803
	Iteration 37Q: 3 clusters Score -760094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -760095.750000 Penalty: 2850.997803
	Iteration 38Q: 3 clusters Score -760095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -760095.750000 Penalty: 2850.997803
	Iteration 39F: 3 clusters Score -760095.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70237 members 
Entering Unmasked Estep 
Score: -8855114.000000 Penalty: 1813.439941
	Iteration 0F: 2 clusters Score -8855114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -8809711.000000 Penalty: 3626.879883
	Iteration 0F: 3 clusters Score -8809711 nChanged 33139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -8828546.000000 Penalty: 3626.879883
	Iteration 1F: 3 clusters Score -8828546 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -8828983.000000 Penalty: 3626.879883
	Iteration 2Q: 3 clusters Score -8828983 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -8829667.000000 Penalty: 3626.879883
	Iteration 3Q: 3 clusters Score -8829667 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -8830805.000000 Penalty: 3626.879883
	Iteration 4Q: 3 clusters Score -8830805 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -8832634.000000 Penalty: 3626.879883
	Iteration 5F: 3 clusters Score -8832634 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -8835665.000000 Penalty: 3626.879883
	Iteration 6F: 3 clusters Score -8835665 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -8839957.000000 Penalty: 3626.879883
	Iteration 7F: 3 clusters Score -8839957 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -8844513.000000 Penalty: 3626.879883
	Iteration 8F: 3 clusters Score -8844513 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -8848171.000000 Penalty: 3626.879883
	Iteration 9F: 3 clusters Score -8848171 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -8850428.000000 Penalty: 3626.879883
	Iteration 10Q: 3 clusters Score -8850428 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -8851670.000000 Penalty: 3626.879883
	Iteration 11Q: 3 clusters Score -8851670 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8852426.000000 Penalty: 3626.879883
	Iteration 12Q: 3 clusters Score -8852426 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69185 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8852855.000000 Penalty: 3626.879883
	Iteration 13Q: 3 clusters Score -8852855 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8853085.000000 Penalty: 3626.879883
	Iteration 14Q: 3 clusters Score -8853085 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8853246.000000 Penalty: 3626.879883
	Iteration 15Q: 3 clusters Score -8853246 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8853337.000000 Penalty: 3626.879883
	Iteration 16Q: 3 clusters Score -8853337 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8853385.000000 Penalty: 3626.879883
	Iteration 17Q: 3 clusters Score -8853385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8853428.000000 Penalty: 3626.879883
	Iteration 18Q: 3 clusters Score -8853428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69892 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8853452.000000 Penalty: 3626.879883
	Iteration 19Q: 3 clusters Score -8853452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8853464.000000 Penalty: 3626.879883
	Iteration 20F: 3 clusters Score -8853464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8853480.000000 Penalty: 3626.879883
	Iteration 21Q: 3 clusters Score -8853480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8853484.000000 Penalty: 3626.879883
	Iteration 22Q: 3 clusters Score -8853484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8853497.000000 Penalty: 3626.879883
	Iteration 23Q: 3 clusters Score -8853497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8853502.000000 Penalty: 3626.879883
	Iteration 24Q: 3 clusters Score -8853502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8853493.000000 Penalty: 3626.879883
	Iteration 25Q: 3 clusters Score -8853493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8853493.000000 Penalty: 3626.879883
	Iteration 26Q: 3 clusters Score -8853493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69932 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8853499.000000 Penalty: 3626.879883
	Iteration 27Q: 3 clusters Score -8853499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8853507.000000 Penalty: 3626.879883
	Iteration 28Q: 3 clusters Score -8853507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8853509.000000 Penalty: 3626.879883
	Iteration 29Q: 3 clusters Score -8853509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8853507.000000 Penalty: 3626.879883
	Iteration 30Q: 3 clusters Score -8853507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8853507.000000 Penalty: 3626.879883
	Iteration 31F: 3 clusters Score -8853507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -196442.109375 Penalty: 1200.100098
	Iteration 0F: 2 clusters Score -196442.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194590.578125 Penalty: 2400.200195
	Iteration 0F: 3 clusters Score -194590.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -194963.156250 Penalty: 2400.200195
	Iteration 1F: 3 clusters Score -194963.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -195048.500000 Penalty: 2400.200195
	Iteration 2F: 3 clusters Score -195048.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -195103.343750 Penalty: 2400.200195
	Iteration 3Q: 3 clusters Score -195103.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -195144.015625 Penalty: 2400.200195
	Iteration 4Q: 3 clusters Score -195144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -195168.968750 Penalty: 2400.200195
	Iteration 5Q: 3 clusters Score -195169 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -195194.671875 Penalty: 2400.200195
	Iteration 6Q: 3 clusters Score -195194.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -195214.000000 Penalty: 2400.200195
	Iteration 7Q: 3 clusters Score -195214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -195224.656250 Penalty: 2400.200195
	Iteration 8Q: 3 clusters Score -195224.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -195235.703125 Penalty: 2400.200195
	Iteration 9Q: 3 clusters Score -195235.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -195246.437500 Penalty: 2400.200195
	Iteration 10Q: 3 clusters Score -195246.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -195252.984375 Penalty: 2400.200195
	Iteration 11Q: 3 clusters Score -195253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -195259.109375 Penalty: 2400.200195
	Iteration 12Q: 3 clusters Score -195259.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -195263.171875 Penalty: 2400.200195
	Iteration 13Q: 3 clusters Score -195263.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -195267.218750 Penalty: 2400.200195
	Iteration 14Q: 3 clusters Score -195267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -195271.562500 Penalty: 2400.200195
	Iteration 15Q: 3 clusters Score -195271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -195273.968750 Penalty: 2400.200195
	Iteration 16Q: 3 clusters Score -195274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -195276.062500 Penalty: 2400.200195
	Iteration 17Q: 3 clusters Score -195276.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -195277.484375 Penalty: 2400.200195
	Iteration 18Q: 3 clusters Score -195277.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -195279.328125 Penalty: 2400.200195
	Iteration 19Q: 3 clusters Score -195279.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -195280.812500 Penalty: 2400.200195
	Iteration 20F: 3 clusters Score -195280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -195281.781250 Penalty: 2400.200195
	Iteration 21Q: 3 clusters Score -195281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -195282.843750 Penalty: 2400.200195
	Iteration 22Q: 3 clusters Score -195282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -195284.578125 Penalty: 2400.200195
	Iteration 23Q: 3 clusters Score -195284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -195285.000000 Penalty: 2400.200195
	Iteration 24Q: 3 clusters Score -195285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -195285.000000 Penalty: 2400.200195
	Iteration 25F: 3 clusters Score -195285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -364176.343750 Penalty: 1299.401611
	Iteration 0F: 2 clusters Score -364176.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -361465.312500 Penalty: 2598.803223
	Iteration 0F: 3 clusters Score -361465.3 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -362101.531250 Penalty: 2598.803223
	Iteration 1F: 3 clusters Score -362101.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -362280.937500 Penalty: 2598.803223
	Iteration 2F: 3 clusters Score -362280.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -362460.843750 Penalty: 2598.803223
	Iteration 3F: 3 clusters Score -362460.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -362620.281250 Penalty: 2598.803223
	Iteration 4F: 3 clusters Score -362620.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -362800.156250 Penalty: 2598.803223
	Iteration 5F: 3 clusters Score -362800.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -362976.031250 Penalty: 2598.803223
	Iteration 6F: 3 clusters Score -362976 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -363129.468750 Penalty: 2598.803223
	Iteration 7F: 3 clusters Score -363129.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -363251.093750 Penalty: 2598.803223
	Iteration 8Q: 3 clusters Score -363251.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -363353.000000 Penalty: 2598.803223
	Iteration 9Q: 3 clusters Score -363353 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -363407.843750 Penalty: 2598.803223
	Iteration 10Q: 3 clusters Score -363407.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -363438.406250 Penalty: 2598.803223
	Iteration 11Q: 3 clusters Score -363438.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -363459.187500 Penalty: 2598.803223
	Iteration 12Q: 3 clusters Score -363459.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -363479.250000 Penalty: 2598.803223
	Iteration 13Q: 3 clusters Score -363479.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -363491.843750 Penalty: 2598.803223
	Iteration 14Q: 3 clusters Score -363491.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -363498.437500 Penalty: 2598.803223
	Iteration 15Q: 3 clusters Score -363498.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -363502.781250 Penalty: 2598.803223
	Iteration 16Q: 3 clusters Score -363502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -363503.531250 Penalty: 2598.803223
	Iteration 17Q: 3 clusters Score -363503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -363505.250000 Penalty: 2598.803223
	Iteration 18Q: 3 clusters Score -363505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -363505.343750 Penalty: 2598.803223
	Iteration 19Q: 3 clusters Score -363505.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -363505.343750 Penalty: 2598.803223
	Iteration 20F: 3 clusters Score -363505.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Entering Unmasked Estep 
Score: -1984645.250000 Penalty: 1569.876587
	Iteration 0F: 2 clusters Score -1984645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1973864.250000 Penalty: 3139.753174
	Iteration 0F: 3 clusters Score -1973864 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1977629.000000 Penalty: 3139.753174
	Iteration 1F: 3 clusters Score -1977629 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1977952.125000 Penalty: 3139.753174
	Iteration 2F: 3 clusters Score -1977952 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1978251.000000 Penalty: 3139.753174
	Iteration 3Q: 3 clusters Score -1978251 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1978579.500000 Penalty: 3139.753174
	Iteration 4Q: 3 clusters Score -1978580 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1978942.750000 Penalty: 3139.753174
	Iteration 5Q: 3 clusters Score -1978943 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1979316.875000 Penalty: 3139.753174
	Iteration 6Q: 3 clusters Score -1979317 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1979740.250000 Penalty: 3139.753174
	Iteration 7Q: 3 clusters Score -1979740 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1980144.875000 Penalty: 3139.753174
	Iteration 8Q: 3 clusters Score -1980145 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1980502.375000 Penalty: 3139.753174
	Iteration 9Q: 3 clusters Score -1980502 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1980809.375000 Penalty: 3139.753174
	Iteration 10Q: 3 clusters Score -1980809 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1981054.500000 Penalty: 3139.753174
	Iteration 11Q: 3 clusters Score -1981054 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1981266.125000 Penalty: 3139.753174
	Iteration 12Q: 3 clusters Score -1981266 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1981471.375000 Penalty: 3139.753174
	Iteration 13Q: 3 clusters Score -1981471 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1981704.500000 Penalty: 3139.753174
	Iteration 14Q: 3 clusters Score -1981704 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1981959.625000 Penalty: 3139.753174
	Iteration 15Q: 3 clusters Score -1981960 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1982229.500000 Penalty: 3139.753174
	Iteration 16Q: 3 clusters Score -1982230 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1982469.500000 Penalty: 3139.753174
	Iteration 17Q: 3 clusters Score -1982470 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1982699.500000 Penalty: 3139.753174
	Iteration 18Q: 3 clusters Score -1982700 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1982910.000000 Penalty: 3139.753174
	Iteration 19Q: 3 clusters Score -1982910 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1983088.625000 Penalty: 3139.753174
	Iteration 20F: 3 clusters Score -1983089 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1983255.375000 Penalty: 3139.753174
	Iteration 21Q: 3 clusters Score -1983255 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1983413.125000 Penalty: 3139.753174
	Iteration 22Q: 3 clusters Score -1983413 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1983565.625000 Penalty: 3139.753174
	Iteration 23Q: 3 clusters Score -1983566 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1983700.750000 Penalty: 3139.753174
	Iteration 24Q: 3 clusters Score -1983701 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1983829.875000 Penalty: 3139.753174
	Iteration 25Q: 3 clusters Score -1983830 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1983945.375000 Penalty: 3139.753174
	Iteration 26Q: 3 clusters Score -1983945 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1984027.875000 Penalty: 3139.753174
	Iteration 27Q: 3 clusters Score -1984028 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1984097.375000 Penalty: 3139.753174
	Iteration 28Q: 3 clusters Score -1984097 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1984156.500000 Penalty: 3139.753174
	Iteration 29Q: 3 clusters Score -1984156 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1984202.125000 Penalty: 3139.753174
	Iteration 30Q: 3 clusters Score -1984202 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1984232.000000 Penalty: 3139.753174
	Iteration 31Q: 3 clusters Score -1984232 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1984267.375000 Penalty: 3139.753174
	Iteration 32Q: 3 clusters Score -1984267 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1984295.000000 Penalty: 3139.753174
	Iteration 33Q: 3 clusters Score -1984295 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1984315.125000 Penalty: 3139.753174
	Iteration 34Q: 3 clusters Score -1984315 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1984321.625000 Penalty: 3139.753174
	Iteration 35Q: 3 clusters Score -1984322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1984334.375000 Penalty: 3139.753174
	Iteration 36Q: 3 clusters Score -1984334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1984343.375000 Penalty: 3139.753174
	Iteration 37Q: 3 clusters Score -1984343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1984346.125000 Penalty: 3139.753174
	Iteration 38Q: 3 clusters Score -1984346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1984346.125000 Penalty: 3139.753174
	Iteration 39Q: 3 clusters Score -1984346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1984360.000000 Penalty: 3139.753174
	Iteration 40F: 3 clusters Score -1984360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1984365.875000 Penalty: 3139.753174
	Iteration 41Q: 3 clusters Score -1984366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1984368.250000 Penalty: 3139.753174
	Iteration 42Q: 3 clusters Score -1984368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1984374.250000 Penalty: 3139.753174
	Iteration 43Q: 3 clusters Score -1984374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1984373.375000 Penalty: 3139.753174
	Iteration 44Q: 3 clusters Score -1984373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1984377.500000 Penalty: 3139.753174
	Iteration 45Q: 3 clusters Score -1984378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1984375.375000 Penalty: 3139.753174
	Iteration 46Q: 3 clusters Score -1984375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1984380.625000 Penalty: 3139.753174
	Iteration 47Q: 3 clusters Score -1984381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1984381.000000 Penalty: 3139.753174
	Iteration 48Q: 3 clusters Score -1984381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1984382.500000 Penalty: 3139.753174
	Iteration 49Q: 3 clusters Score -1984382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1984380.000000 Penalty: 3139.753174
	Iteration 50Q: 3 clusters Score -1984380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1984383.250000 Penalty: 3139.753174
	Iteration 51Q: 3 clusters Score -1984383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1984380.125000 Penalty: 3139.753174
	Iteration 52Q: 3 clusters Score -1984380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1984390.625000 Penalty: 3139.753174
	Iteration 53Q: 3 clusters Score -1984391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1984389.750000 Penalty: 3139.753174
	Iteration 54Q: 3 clusters Score -1984390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1984393.875000 Penalty: 3139.753174
	Iteration 55Q: 3 clusters Score -1984394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1984402.125000 Penalty: 3139.753174
	Iteration 56Q: 3 clusters Score -1984402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1984400.750000 Penalty: 3139.753174
	Iteration 57Q: 3 clusters Score -1984401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1984405.375000 Penalty: 3139.753174
	Iteration 58Q: 3 clusters Score -1984405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1984402.750000 Penalty: 3139.753174
	Iteration 59Q: 3 clusters Score -1984403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1984406.000000 Penalty: 3139.753174
	Iteration 60F: 3 clusters Score -1984406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1984398.375000 Penalty: 3139.753174
	Iteration 61Q: 3 clusters Score -1984398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1984398.500000 Penalty: 3139.753174
	Iteration 62Q: 3 clusters Score -1984398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1984397.625000 Penalty: 3139.753174
	Iteration 63Q: 3 clusters Score -1984398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1984397.625000 Penalty: 3139.753174
	Iteration 64F: 3 clusters Score -1984398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Entering Unmasked Estep 
Score: -603305.312500 Penalty: 1387.834351
	Iteration 0F: 2 clusters Score -603305.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -599277.562500 Penalty: 2775.668701
	Iteration 0F: 3 clusters Score -599277.6 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -600339.625000 Penalty: 2775.668701
	Iteration 1F: 3 clusters Score -600339.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -600524.250000 Penalty: 2775.668701
	Iteration 2F: 3 clusters Score -600524.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -600652.437500 Penalty: 2775.668701
	Iteration 3F: 3 clusters Score -600652.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -600740.187500 Penalty: 2775.668701
	Iteration 4Q: 3 clusters Score -600740.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -600826.625000 Penalty: 2775.668701
	Iteration 5Q: 3 clusters Score -600826.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -600895.562500 Penalty: 2775.668701
	Iteration 6Q: 3 clusters Score -600895.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -600962.312500 Penalty: 2775.668701
	Iteration 7Q: 3 clusters Score -600962.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -601040.250000 Penalty: 2775.668701
	Iteration 8Q: 3 clusters Score -601040.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -601127.562500 Penalty: 2775.668701
	Iteration 9Q: 3 clusters Score -601127.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -601231.812500 Penalty: 2775.668701
	Iteration 10Q: 3 clusters Score -601231.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -601354.562500 Penalty: 2775.668701
	Iteration 11Q: 3 clusters Score -601354.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -601463.687500 Penalty: 2775.668701
	Iteration 12Q: 3 clusters Score -601463.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -601554.312500 Penalty: 2775.668701
	Iteration 13Q: 3 clusters Score -601554.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -601637.125000 Penalty: 2775.668701
	Iteration 14Q: 3 clusters Score -601637.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -601716.562500 Penalty: 2775.668701
	Iteration 15Q: 3 clusters Score -601716.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -601791.187500 Penalty: 2775.668701
	Iteration 16Q: 3 clusters Score -601791.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -601865.187500 Penalty: 2775.668701
	Iteration 17Q: 3 clusters Score -601865.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -601929.437500 Penalty: 2775.668701
	Iteration 18Q: 3 clusters Score -601929.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -601968.250000 Penalty: 2775.668701
	Iteration 19Q: 3 clusters Score -601968.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -602009.125000 Penalty: 2775.668701
	Iteration 20F: 3 clusters Score -602009.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -602038.375000 Penalty: 2775.668701
	Iteration 21Q: 3 clusters Score -602038.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -602059.000000 Penalty: 2775.668701
	Iteration 22Q: 3 clusters Score -602059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -602072.562500 Penalty: 2775.668701
	Iteration 23Q: 3 clusters Score -602072.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -602089.062500 Penalty: 2775.668701
	Iteration 24Q: 3 clusters Score -602089.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -602105.187500 Penalty: 2775.668701
	Iteration 25Q: 3 clusters Score -602105.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -602115.937500 Penalty: 2775.668701
	Iteration 26Q: 3 clusters Score -602115.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -602128.125000 Penalty: 2775.668701
	Iteration 27Q: 3 clusters Score -602128.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -602133.812500 Penalty: 2775.668701
	Iteration 28Q: 3 clusters Score -602133.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -602142.187500 Penalty: 2775.668701
	Iteration 29Q: 3 clusters Score -602142.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -602146.875000 Penalty: 2775.668701
	Iteration 30Q: 3 clusters Score -602146.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -602149.562500 Penalty: 2775.668701
	Iteration 31Q: 3 clusters Score -602149.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -602149.562500 Penalty: 2775.668701
	Iteration 32F: 3 clusters Score -602149.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Entering Unmasked Estep 
Score: -381176.625000 Penalty: 1305.838135
	Iteration 0F: 2 clusters Score -381176.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -378390.312500 Penalty: 2611.676270
	Iteration 0F: 3 clusters Score -378390.3 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -379055.625000 Penalty: 2611.676270
	Iteration 1F: 3 clusters Score -379055.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -379218.500000 Penalty: 2611.676270
	Iteration 2F: 3 clusters Score -379218.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -379322.656250 Penalty: 2611.676270
	Iteration 3F: 3 clusters Score -379322.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -379395.593750 Penalty: 2611.676270
	Iteration 4Q: 3 clusters Score -379395.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -379466.218750 Penalty: 2611.676270
	Iteration 5Q: 3 clusters Score -379466.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -379531.468750 Penalty: 2611.676270
	Iteration 6Q: 3 clusters Score -379531.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -379586.812500 Penalty: 2611.676270
	Iteration 7Q: 3 clusters Score -379586.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -379620.281250 Penalty: 2611.676270
	Iteration 8Q: 3 clusters Score -379620.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -379647.812500 Penalty: 2611.676270
	Iteration 9Q: 3 clusters Score -379647.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -379670.968750 Penalty: 2611.676270
	Iteration 10Q: 3 clusters Score -379671 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -379695.031250 Penalty: 2611.676270
	Iteration 11Q: 3 clusters Score -379695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -379715.531250 Penalty: 2611.676270
	Iteration 12Q: 3 clusters Score -379715.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -379743.093750 Penalty: 2611.676270
	Iteration 13Q: 3 clusters Score -379743.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -379765.437500 Penalty: 2611.676270
	Iteration 14Q: 3 clusters Score -379765.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -379779.000000 Penalty: 2611.676270
	Iteration 15Q: 3 clusters Score -379779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -379795.031250 Penalty: 2611.676270
	Iteration 16Q: 3 clusters Score -379795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -379813.687500 Penalty: 2611.676270
	Iteration 17Q: 3 clusters Score -379813.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -379837.562500 Penalty: 2611.676270
	Iteration 18Q: 3 clusters Score -379837.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -379854.062500 Penalty: 2611.676270
	Iteration 19Q: 3 clusters Score -379854.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -379865.093750 Penalty: 2611.676270
	Iteration 20F: 3 clusters Score -379865.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -379881.593750 Penalty: 2611.676270
	Iteration 21Q: 3 clusters Score -379881.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -379894.875000 Penalty: 2611.676270
	Iteration 22Q: 3 clusters Score -379894.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -379910.250000 Penalty: 2611.676270
	Iteration 23Q: 3 clusters Score -379910.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -379928.500000 Penalty: 2611.676270
	Iteration 24Q: 3 clusters Score -379928.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -379952.906250 Penalty: 2611.676270
	Iteration 25Q: 3 clusters Score -379952.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -379977.625000 Penalty: 2611.676270
	Iteration 26Q: 3 clusters Score -379977.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -379992.031250 Penalty: 2611.676270
	Iteration 27Q: 3 clusters Score -379992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -380001.593750 Penalty: 2611.676270
	Iteration 28Q: 3 clusters Score -380001.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -380012.156250 Penalty: 2611.676270
	Iteration 29Q: 3 clusters Score -380012.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -380017.906250 Penalty: 2611.676270
	Iteration 30Q: 3 clusters Score -380017.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -380023.218750 Penalty: 2611.676270
	Iteration 31Q: 3 clusters Score -380023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -380026.562500 Penalty: 2611.676270
	Iteration 32Q: 3 clusters Score -380026.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -380032.781250 Penalty: 2611.676270
	Iteration 33Q: 3 clusters Score -380032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -380035.718750 Penalty: 2611.676270
	Iteration 34Q: 3 clusters Score -380035.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -380036.406250 Penalty: 2611.676270
	Iteration 35Q: 3 clusters Score -380036.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -380038.218750 Penalty: 2611.676270
	Iteration 36Q: 3 clusters Score -380038.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -380042.031250 Penalty: 2611.676270
	Iteration 37Q: 3 clusters Score -380042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -380047.781250 Penalty: 2611.676270
	Iteration 38Q: 3 clusters Score -380047.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -380052.781250 Penalty: 2611.676270
	Iteration 39Q: 3 clusters Score -380052.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -380056.218750 Penalty: 2611.676270
	Iteration 40F: 3 clusters Score -380056.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -380060.468750 Penalty: 2611.676270
	Iteration 41Q: 3 clusters Score -380060.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -380064.250000 Penalty: 2611.676270
	Iteration 42Q: 3 clusters Score -380064.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -380065.281250 Penalty: 2611.676270
	Iteration 43Q: 3 clusters Score -380065.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -380065.843750 Penalty: 2611.676270
	Iteration 44Q: 3 clusters Score -380065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -380067.843750 Penalty: 2611.676270
	Iteration 45Q: 3 clusters Score -380067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -380070.218750 Penalty: 2611.676270
	Iteration 46Q: 3 clusters Score -380070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -380071.625000 Penalty: 2611.676270
	Iteration 47Q: 3 clusters Score -380071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -380073.750000 Penalty: 2611.676270
	Iteration 48Q: 3 clusters Score -380073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -380075.781250 Penalty: 2611.676270
	Iteration 49Q: 3 clusters Score -380075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -380076.562500 Penalty: 2611.676270
	Iteration 50Q: 3 clusters Score -380076.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -380076.562500 Penalty: 2611.676270
	Iteration 51F: 3 clusters Score -380076.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -401368.156250 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -401368.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -398417.375000 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -398417.4 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -399141.031250 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -399141 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -399317.062500 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -399317.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -399421.093750 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -399421.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -399486.625000 Penalty: 2636.083984
	Iteration 4Q: 3 clusters Score -399486.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -399536.718750 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -399536.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -399577.250000 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -399577.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -399609.000000 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -399609 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -399645.906250 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -399645.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -399682.718750 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -399682.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -399707.031250 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -399707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -399728.656250 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -399728.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -399748.000000 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -399748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -399768.312500 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -399768.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -399797.187500 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -399797.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -399825.218750 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -399825.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -399849.093750 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -399849.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -399872.625000 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -399872.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -399892.218750 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -399892.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -399911.781250 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -399911.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -399933.468750 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -399933.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -399954.375000 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -399954.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -399971.093750 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -399971.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -399984.531250 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -399984.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -399996.093750 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -399996.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -400005.281250 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -400005.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -400012.031250 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -400012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -400018.156250 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -400018.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -400022.968750 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -400023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -400026.000000 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -400026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -400028.625000 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -400028.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -400032.000000 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -400032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -400034.781250 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -400034.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -400038.343750 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -400038.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -400039.250000 Penalty: 2636.083984
	Iteration 34Q: 3 clusters Score -400039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -400041.093750 Penalty: 2636.083984
	Iteration 35Q: 3 clusters Score -400041.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -400043.500000 Penalty: 2636.083984
	Iteration 36Q: 3 clusters Score -400043.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -400046.937500 Penalty: 2636.083984
	Iteration 37Q: 3 clusters Score -400046.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -400048.906250 Penalty: 2636.083984
	Iteration 38Q: 3 clusters Score -400048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -400050.625000 Penalty: 2636.083984
	Iteration 39Q: 3 clusters Score -400050.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -400051.906250 Penalty: 2636.083984
	Iteration 40F: 3 clusters Score -400051.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -400054.343750 Penalty: 2636.083984
	Iteration 41Q: 3 clusters Score -400054.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -400055.687500 Penalty: 2636.083984
	Iteration 42Q: 3 clusters Score -400055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -400057.281250 Penalty: 2636.083984
	Iteration 43Q: 3 clusters Score -400057.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -400057.281250 Penalty: 2636.083984
	Iteration 44F: 3 clusters Score -400057.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Entering Unmasked Estep 
Score: -1447449.250000 Penalty: 1521.873657
	Iteration 0F: 2 clusters Score -1447449 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 6016 members 
Entering Unmasked Estep 
Score: -1439262.625000 Penalty: 3043.747314
	Iteration 0F: 3 clusters Score -1439263 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1442000.625000 Penalty: 3043.747314
	Iteration 1F: 3 clusters Score -1442001 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1442426.250000 Penalty: 3043.747314
	Iteration 2F: 3 clusters Score -1442426 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1442939.625000 Penalty: 3043.747314
	Iteration 3F: 3 clusters Score -1442940 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1443539.625000 Penalty: 3043.747314
	Iteration 4F: 3 clusters Score -1443540 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1444245.625000 Penalty: 3043.747314
	Iteration 5F: 3 clusters Score -1444246 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1444953.375000 Penalty: 3043.747314
	Iteration 6F: 3 clusters Score -1444953 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1445484.500000 Penalty: 3043.747314
	Iteration 7Q: 3 clusters Score -1445484 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1445852.750000 Penalty: 3043.747314
	Iteration 8Q: 3 clusters Score -1445853 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1446063.250000 Penalty: 3043.747314
	Iteration 9Q: 3 clusters Score -1446063 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1446214.500000 Penalty: 3043.747314
	Iteration 10Q: 3 clusters Score -1446214 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1446312.000000 Penalty: 3043.747314
	Iteration 11Q: 3 clusters Score -1446312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1446360.750000 Penalty: 3043.747314
	Iteration 12Q: 3 clusters Score -1446361 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1446392.000000 Penalty: 3043.747314
	Iteration 13Q: 3 clusters Score -1446392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1446407.000000 Penalty: 3043.747314
	Iteration 14Q: 3 clusters Score -1446407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1446414.500000 Penalty: 3043.747314
	Iteration 15Q: 3 clusters Score -1446414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1446418.875000 Penalty: 3043.747314
	Iteration 16Q: 3 clusters Score -1446419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1446423.500000 Penalty: 3043.747314
	Iteration 17Q: 3 clusters Score -1446424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1446424.750000 Penalty: 3043.747314
	Iteration 18Q: 3 clusters Score -1446425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1446426.250000 Penalty: 3043.747314
	Iteration 19Q: 3 clusters Score -1446426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1446426.500000 Penalty: 3043.747314
	Iteration 20F: 3 clusters Score -1446426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1446428.500000 Penalty: 3043.747314
	Iteration 21Q: 3 clusters Score -1446428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1446428.500000 Penalty: 3043.747314
	Iteration 22F: 3 clusters Score -1446428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -500204.406250 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -500204.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -496850.093750 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -496850.1 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -497690.875000 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -497690.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -497825.156250 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -497825.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -497912.687500 Penalty: 2698.719482
	Iteration 3Q: 3 clusters Score -497912.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -497958.968750 Penalty: 2698.719482
	Iteration 4Q: 3 clusters Score -497959 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -497977.312500 Penalty: 2698.719482
	Iteration 5Q: 3 clusters Score -497977.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -497997.093750 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -497997.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -498014.906250 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -498014.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -498032.250000 Penalty: 2698.719482
	Iteration 8Q: 3 clusters Score -498032.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -498047.843750 Penalty: 2698.719482
	Iteration 9Q: 3 clusters Score -498047.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -498059.687500 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -498059.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -498071.562500 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -498071.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -498087.281250 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -498087.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -498098.937500 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -498098.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -498111.312500 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -498111.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -498123.312500 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -498123.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -498136.343750 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -498136.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -498146.718750 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -498146.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -498158.531250 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -498158.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -498169.031250 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -498169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -498173.781250 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -498173.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -498178.125000 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -498178.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -498182.437500 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -498182.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -498186.625000 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -498186.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -498189.937500 Penalty: 2698.719482
	Iteration 24Q: 3 clusters Score -498189.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -498195.500000 Penalty: 2698.719482
	Iteration 25Q: 3 clusters Score -498195.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -498203.187500 Penalty: 2698.719482
	Iteration 26Q: 3 clusters Score -498203.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -498209.593750 Penalty: 2698.719482
	Iteration 27Q: 3 clusters Score -498209.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -498213.468750 Penalty: 2698.719482
	Iteration 28Q: 3 clusters Score -498213.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -498217.406250 Penalty: 2698.719482
	Iteration 29Q: 3 clusters Score -498217.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -498222.718750 Penalty: 2698.719482
	Iteration 30Q: 3 clusters Score -498222.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -498223.843750 Penalty: 2698.719482
	Iteration 31Q: 3 clusters Score -498223.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -498228.656250 Penalty: 2698.719482
	Iteration 32Q: 3 clusters Score -498228.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -498235.000000 Penalty: 2698.719482
	Iteration 33Q: 3 clusters Score -498235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -498243.687500 Penalty: 2698.719482
	Iteration 34Q: 3 clusters Score -498243.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -498252.968750 Penalty: 2698.719482
	Iteration 35Q: 3 clusters Score -498253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -498258.406250 Penalty: 2698.719482
	Iteration 36Q: 3 clusters Score -498258.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -498262.718750 Penalty: 2698.719482
	Iteration 37Q: 3 clusters Score -498262.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -498266.250000 Penalty: 2698.719482
	Iteration 38Q: 3 clusters Score -498266.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -498268.718750 Penalty: 2698.719482
	Iteration 39Q: 3 clusters Score -498268.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -498272.062500 Penalty: 2698.719482
	Iteration 40F: 3 clusters Score -498272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -498273.375000 Penalty: 2698.719482
	Iteration 41Q: 3 clusters Score -498273.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -498275.406250 Penalty: 2698.719482
	Iteration 42Q: 3 clusters Score -498275.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -498277.687500 Penalty: 2698.719482
	Iteration 43Q: 3 clusters Score -498277.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -498278.718750 Penalty: 2698.719482
	Iteration 44Q: 3 clusters Score -498278.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -498284.062500 Penalty: 2698.719482
	Iteration 45Q: 3 clusters Score -498284.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -498287.906250 Penalty: 2698.719482
	Iteration 46Q: 3 clusters Score -498287.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -498291.906250 Penalty: 2698.719482
	Iteration 47Q: 3 clusters Score -498291.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -498295.468750 Penalty: 2698.719482
	Iteration 48Q: 3 clusters Score -498295.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -498297.468750 Penalty: 2698.719482
	Iteration 49Q: 3 clusters Score -498297.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -498300.843750 Penalty: 2698.719482
	Iteration 50Q: 3 clusters Score -498300.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -498302.500000 Penalty: 2698.719482
	Iteration 51Q: 3 clusters Score -498302.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -498305.843750 Penalty: 2698.719482
	Iteration 52Q: 3 clusters Score -498305.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -498308.812500 Penalty: 2698.719482
	Iteration 53Q: 3 clusters Score -498308.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -498312.250000 Penalty: 2698.719482
	Iteration 54Q: 3 clusters Score -498312.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -498313.312500 Penalty: 2698.719482
	Iteration 55Q: 3 clusters Score -498313.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -498314.500000 Penalty: 2698.719482
	Iteration 56Q: 3 clusters Score -498314.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -498316.031250 Penalty: 2698.719482
	Iteration 57Q: 3 clusters Score -498316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -498317.187500 Penalty: 2698.719482
	Iteration 58Q: 3 clusters Score -498317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -498318.375000 Penalty: 2698.719482
	Iteration 59Q: 3 clusters Score -498318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -498319.125000 Penalty: 2698.719482
	Iteration 60F: 3 clusters Score -498319.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Entering Unmasked Estep 
Score: -2712154.750000 Penalty: 1623.514282
	Iteration 0F: 2 clusters Score -2712155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2697310.500000 Penalty: 3247.028564
	Iteration 0F: 3 clusters Score -2697310 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2702641.000000 Penalty: 3247.028564
	Iteration 1F: 3 clusters Score -2702641 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2702990.500000 Penalty: 3247.028564
	Iteration 2F: 3 clusters Score -2702990 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2703316.500000 Penalty: 3247.028564
	Iteration 3Q: 3 clusters Score -2703316 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2703632.000000 Penalty: 3247.028564
	Iteration 4Q: 3 clusters Score -2703632 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2703938.750000 Penalty: 3247.028564
	Iteration 5Q: 3 clusters Score -2703939 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2704243.250000 Penalty: 3247.028564
	Iteration 6Q: 3 clusters Score -2704243 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2704497.750000 Penalty: 3247.028564
	Iteration 7Q: 3 clusters Score -2704498 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2704742.000000 Penalty: 3247.028564
	Iteration 8Q: 3 clusters Score -2704742 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2704990.500000 Penalty: 3247.028564
	Iteration 9Q: 3 clusters Score -2704990 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2705235.000000 Penalty: 3247.028564
	Iteration 10Q: 3 clusters Score -2705235 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2705475.500000 Penalty: 3247.028564
	Iteration 11Q: 3 clusters Score -2705476 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2705745.750000 Penalty: 3247.028564
	Iteration 12Q: 3 clusters Score -2705746 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2706086.250000 Penalty: 3247.028564
	Iteration 13Q: 3 clusters Score -2706086 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2706445.250000 Penalty: 3247.028564
	Iteration 14Q: 3 clusters Score -2706445 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2706858.000000 Penalty: 3247.028564
	Iteration 15Q: 3 clusters Score -2706858 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2707409.000000 Penalty: 3247.028564
	Iteration 16Q: 3 clusters Score -2707409 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2708068.000000 Penalty: 3247.028564
	Iteration 17Q: 3 clusters Score -2708068 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2708730.000000 Penalty: 3247.028564
	Iteration 18Q: 3 clusters Score -2708730 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2709284.000000 Penalty: 3247.028564
	Iteration 19Q: 3 clusters Score -2709284 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2709702.500000 Penalty: 3247.028564
	Iteration 20F: 3 clusters Score -2709702 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2709991.000000 Penalty: 3247.028564
	Iteration 21Q: 3 clusters Score -2709991 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2710175.250000 Penalty: 3247.028564
	Iteration 22Q: 3 clusters Score -2710175 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2710322.500000 Penalty: 3247.028564
	Iteration 23Q: 3 clusters Score -2710322 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2710433.250000 Penalty: 3247.028564
	Iteration 24Q: 3 clusters Score -2710433 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2710505.500000 Penalty: 3247.028564
	Iteration 25Q: 3 clusters Score -2710506 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2710560.250000 Penalty: 3247.028564
	Iteration 26Q: 3 clusters Score -2710560 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2710621.000000 Penalty: 3247.028564
	Iteration 27Q: 3 clusters Score -2710621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2710662.000000 Penalty: 3247.028564
	Iteration 28Q: 3 clusters Score -2710662 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2710695.750000 Penalty: 3247.028564
	Iteration 29Q: 3 clusters Score -2710696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2710717.000000 Penalty: 3247.028564
	Iteration 30Q: 3 clusters Score -2710717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2710726.750000 Penalty: 3247.028564
	Iteration 31Q: 3 clusters Score -2710727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2710740.000000 Penalty: 3247.028564
	Iteration 32Q: 3 clusters Score -2710740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2710748.000000 Penalty: 3247.028564
	Iteration 33Q: 3 clusters Score -2710748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2710751.250000 Penalty: 3247.028564
	Iteration 34Q: 3 clusters Score -2710751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2710754.000000 Penalty: 3247.028564
	Iteration 35Q: 3 clusters Score -2710754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2710758.750000 Penalty: 3247.028564
	Iteration 36Q: 3 clusters Score -2710759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2710760.750000 Penalty: 3247.028564
	Iteration 37Q: 3 clusters Score -2710761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2710763.000000 Penalty: 3247.028564
	Iteration 38Q: 3 clusters Score -2710763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2710761.500000 Penalty: 3247.028564
	Iteration 39Q: 3 clusters Score -2710762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2710763.000000 Penalty: 3247.028564
	Iteration 40F: 3 clusters Score -2710763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2710763.500000 Penalty: 3247.028564
	Iteration 41Q: 3 clusters Score -2710764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2710764.250000 Penalty: 3247.028564
	Iteration 42Q: 3 clusters Score -2710764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2710763.000000 Penalty: 3247.028564
	Iteration 43Q: 3 clusters Score -2710763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2710766.500000 Penalty: 3247.028564
	Iteration 44Q: 3 clusters Score -2710766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2710764.000000 Penalty: 3247.028564
	Iteration 45Q: 3 clusters Score -2710764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -2710766.000000 Penalty: 3247.028564
	Iteration 46Q: 3 clusters Score -2710766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2710767.750000 Penalty: 3247.028564
	Iteration 47Q: 3 clusters Score -2710768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2710768.250000 Penalty: 3247.028564
	Iteration 48Q: 3 clusters Score -2710768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2710768.250000 Penalty: 3247.028564
	Iteration 49F: 3 clusters Score -2710768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Entering Unmasked Estep 
Score: -9328668.000000 Penalty: 1823.867920
	Iteration 0F: 2 clusters Score -9328668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -9281355.000000 Penalty: 3647.735840
	Iteration 0F: 3 clusters Score -9281355 nChanged 35479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -9302292.000000 Penalty: 3647.735840
	Iteration 1F: 3 clusters Score -9302292 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -9303353.000000 Penalty: 3647.735840
	Iteration 2Q: 3 clusters Score -9303353 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -9305119.000000 Penalty: 3647.735840
	Iteration 3F: 3 clusters Score -9305119 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -9308002.000000 Penalty: 3647.735840
	Iteration 4F: 3 clusters Score -9308002 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -9312538.000000 Penalty: 3647.735840
	Iteration 5F: 3 clusters Score -9312538 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -9317661.000000 Penalty: 3647.735840
	Iteration 6F: 3 clusters Score -9317661 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 67898 members 
Entering Unmasked Estep 
Score: -9321828.000000 Penalty: 3647.735840
	Iteration 7F: 3 clusters Score -9321828 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -9324461.000000 Penalty: 3647.735840
	Iteration 8Q: 3 clusters Score -9324461 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -9325924.000000 Penalty: 3647.735840
	Iteration 9Q: 3 clusters Score -9325924 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -9326708.000000 Penalty: 3647.735840
	Iteration 10Q: 3 clusters Score -9326708 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
Score: -9326981.000000 Penalty: 3647.735840
	Iteration 11Q: 3 clusters Score -9326981 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -9327060.000000 Penalty: 3647.735840
	Iteration 12Q: 3 clusters Score -9327060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -9327106.000000 Penalty: 3647.735840
	Iteration 13Q: 3 clusters Score -9327106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 74539 members 
Entering Unmasked Estep 
Score: -9327149.000000 Penalty: 3647.735840
	Iteration 14Q: 3 clusters Score -9327149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -9327171.000000 Penalty: 3647.735840
	Iteration 15Q: 3 clusters Score -9327171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -9327198.000000 Penalty: 3647.735840
	Iteration 16Q: 3 clusters Score -9327198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -9327226.000000 Penalty: 3647.735840
	Iteration 17Q: 3 clusters Score -9327226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -9327237.000000 Penalty: 3647.735840
	Iteration 18Q: 3 clusters Score -9327237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -9327249.000000 Penalty: 3647.735840
	Iteration 19Q: 3 clusters Score -9327249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 74586 members 
Entering Unmasked Estep 
Score: -9327252.000000 Penalty: 3647.735840
	Iteration 20F: 3 clusters Score -9327252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 74591 members 
Entering Unmasked Estep 
Score: -9327270.000000 Penalty: 3647.735840
	Iteration 21Q: 3 clusters Score -9327270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -9327279.000000 Penalty: 3647.735840
	Iteration 22Q: 3 clusters Score -9327279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -9327278.000000 Penalty: 3647.735840
	Iteration 23Q: 3 clusters Score -9327278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -9327278.000000 Penalty: 3647.735840
	Iteration 24F: 3 clusters Score -9327278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -37153.722656 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -37153.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36237.968750 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -36237.97 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36367.843750 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -36367.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36398.722656 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -36398.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36416.187500 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -36416.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36428.757812 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -36428.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36434.480469 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -36434.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36440.929688 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -36440.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36441.437500 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -36441.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36441.437500 Penalty: 1933.958862
	Iteration 8F: 3 clusters Score -36441.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -15554.811523 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -15554.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15013.717773 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -15013.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15092.756836 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -15092.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15183.646484 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -15183.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15294.999023 Penalty: 1689.511475
	Iteration 3F: 3 clusters Score -15295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15333.825195 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -15333.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15352.851562 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -15352.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15352.851562 Penalty: 1689.511475
	Iteration 6F: 3 clusters Score -15352.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Entering Unmasked Estep 
Score: -775924.000000 Penalty: 1423.344116
	Iteration 0F: 2 clusters Score -775924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -771151.750000 Penalty: 2846.688232
	Iteration 0F: 3 clusters Score -771151.8 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -772491.687500 Penalty: 2846.688232
	Iteration 1F: 3 clusters Score -772491.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -772685.062500 Penalty: 2846.688232
	Iteration 2F: 3 clusters Score -772685.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -772807.062500 Penalty: 2846.688232
	Iteration 3Q: 3 clusters Score -772807.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -772908.625000 Penalty: 2846.688232
	Iteration 4Q: 3 clusters Score -772908.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -773012.750000 Penalty: 2846.688232
	Iteration 5Q: 3 clusters Score -773012.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -773100.312500 Penalty: 2846.688232
	Iteration 6Q: 3 clusters Score -773100.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -773168.000000 Penalty: 2846.688232
	Iteration 7Q: 3 clusters Score -773168 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -773223.062500 Penalty: 2846.688232
	Iteration 8Q: 3 clusters Score -773223.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -773282.062500 Penalty: 2846.688232
	Iteration 9Q: 3 clusters Score -773282.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -773328.312500 Penalty: 2846.688232
	Iteration 10Q: 3 clusters Score -773328.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -773372.125000 Penalty: 2846.688232
	Iteration 11Q: 3 clusters Score -773372.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -773425.500000 Penalty: 2846.688232
	Iteration 12Q: 3 clusters Score -773425.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -773485.562500 Penalty: 2846.688232
	Iteration 13Q: 3 clusters Score -773485.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -773557.437500 Penalty: 2846.688232
	Iteration 14Q: 3 clusters Score -773557.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -773630.500000 Penalty: 2846.688232
	Iteration 15Q: 3 clusters Score -773630.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -773700.250000 Penalty: 2846.688232
	Iteration 16Q: 3 clusters Score -773700.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -773789.437500 Penalty: 2846.688232
	Iteration 17Q: 3 clusters Score -773789.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -773874.375000 Penalty: 2846.688232
	Iteration 18Q: 3 clusters Score -773874.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -773960.687500 Penalty: 2846.688232
	Iteration 19Q: 3 clusters Score -773960.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -774057.500000 Penalty: 2846.688232
	Iteration 20F: 3 clusters Score -774057.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -774148.062500 Penalty: 2846.688232
	Iteration 21Q: 3 clusters Score -774148.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -774238.125000 Penalty: 2846.688232
	Iteration 22Q: 3 clusters Score -774238.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -774321.562500 Penalty: 2846.688232
	Iteration 23Q: 3 clusters Score -774321.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -774381.125000 Penalty: 2846.688232
	Iteration 24Q: 3 clusters Score -774381.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -774455.187500 Penalty: 2846.688232
	Iteration 25Q: 3 clusters Score -774455.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -774531.937500 Penalty: 2846.688232
	Iteration 26Q: 3 clusters Score -774531.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -774590.312500 Penalty: 2846.688232
	Iteration 27Q: 3 clusters Score -774590.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -774628.875000 Penalty: 2846.688232
	Iteration 28Q: 3 clusters Score -774628.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -774647.437500 Penalty: 2846.688232
	Iteration 29Q: 3 clusters Score -774647.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -774664.562500 Penalty: 2846.688232
	Iteration 30Q: 3 clusters Score -774664.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -774678.875000 Penalty: 2846.688232
	Iteration 31Q: 3 clusters Score -774678.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -774690.000000 Penalty: 2846.688232
	Iteration 32Q: 3 clusters Score -774690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -774696.312500 Penalty: 2846.688232
	Iteration 33Q: 3 clusters Score -774696.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -774697.500000 Penalty: 2846.688232
	Iteration 34Q: 3 clusters Score -774697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -774700.312500 Penalty: 2846.688232
	Iteration 35Q: 3 clusters Score -774700.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -774703.000000 Penalty: 2846.688232
	Iteration 36Q: 3 clusters Score -774703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -774704.375000 Penalty: 2846.688232
	Iteration 37Q: 3 clusters Score -774704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -774707.375000 Penalty: 2846.688232
	Iteration 38Q: 3 clusters Score -774707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -774707.500000 Penalty: 2846.688232
	Iteration 39Q: 3 clusters Score -774707.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -774707.500000 Penalty: 2846.688232
	Iteration 40F: 3 clusters Score -774707.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (57755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Entering Unmasked Estep 
Score: -7193138.000000 Penalty: 1781.644409
	Iteration 0F: 2 clusters Score -7193138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -7154769.500000 Penalty: 3563.288818
	Iteration 0F: 3 clusters Score -7154770 nChanged 27373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -7170260.000000 Penalty: 3563.288818
	Iteration 1F: 3 clusters Score -7170260 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -7170896.500000 Penalty: 3563.288818
	Iteration 2Q: 3 clusters Score -7170896 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -7171705.500000 Penalty: 3563.288818
	Iteration 3Q: 3 clusters Score -7171706 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -7173097.000000 Penalty: 3563.288818
	Iteration 4F: 3 clusters Score -7173097 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -7175504.000000 Penalty: 3563.288818
	Iteration 5F: 3 clusters Score -7175504 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -7179691.500000 Penalty: 3563.288818
	Iteration 6F: 3 clusters Score -7179692 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -7184937.500000 Penalty: 3563.288818
	Iteration 7F: 3 clusters Score -7184938 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -7189027.500000 Penalty: 3563.288818
	Iteration 8F: 3 clusters Score -7189028 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -7190889.000000 Penalty: 3563.288818
	Iteration 9Q: 3 clusters Score -7190889 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -7191459.000000 Penalty: 3563.288818
	Iteration 10Q: 3 clusters Score -7191459 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -7191626.500000 Penalty: 3563.288818
	Iteration 11Q: 3 clusters Score -7191626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -7191732.000000 Penalty: 3563.288818
	Iteration 12Q: 3 clusters Score -7191732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -7191776.500000 Penalty: 3563.288818
	Iteration 13Q: 3 clusters Score -7191776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -7191840.500000 Penalty: 3563.288818
	Iteration 14Q: 3 clusters Score -7191840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -7191887.000000 Penalty: 3563.288818
	Iteration 15Q: 3 clusters Score -7191887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -7191918.000000 Penalty: 3563.288818
	Iteration 16Q: 3 clusters Score -7191918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -7191928.500000 Penalty: 3563.288818
	Iteration 17Q: 3 clusters Score -7191928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -7191941.500000 Penalty: 3563.288818
	Iteration 18Q: 3 clusters Score -7191942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -7191961.500000 Penalty: 3563.288818
	Iteration 19Q: 3 clusters Score -7191962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -7191987.000000 Penalty: 3563.288818
	Iteration 20F: 3 clusters Score -7191987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -7192008.500000 Penalty: 3563.288818
	Iteration 21Q: 3 clusters Score -7192008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -7192040.500000 Penalty: 3563.288818
	Iteration 22Q: 3 clusters Score -7192040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -7192073.500000 Penalty: 3563.288818
	Iteration 23Q: 3 clusters Score -7192074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -7192103.500000 Penalty: 3563.288818
	Iteration 24Q: 3 clusters Score -7192104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -7192117.000000 Penalty: 3563.288818
	Iteration 25Q: 3 clusters Score -7192117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -7192115.500000 Penalty: 3563.288818
	Iteration 26Q: 3 clusters Score -7192116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -7192135.500000 Penalty: 3563.288818
	Iteration 27Q: 3 clusters Score -7192136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -7192136.000000 Penalty: 3563.288818
	Iteration 28Q: 3 clusters Score -7192136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -7192134.500000 Penalty: 3563.288818
	Iteration 29Q: 3 clusters Score -7192134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -7192134.500000 Penalty: 3563.288818
	Iteration 30F: 3 clusters Score -7192134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Entering Unmasked Estep 
Score: -1690871.875000 Penalty: 1552.767090
	Iteration 0F: 2 clusters Score -1690872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1681081.875000 Penalty: 3105.534180
	Iteration 0F: 3 clusters Score -1681082 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1684708.000000 Penalty: 3105.534180
	Iteration 1F: 3 clusters Score -1684708 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1685115.875000 Penalty: 3105.534180
	Iteration 2F: 3 clusters Score -1685116 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1685455.375000 Penalty: 3105.534180
	Iteration 3F: 3 clusters Score -1685455 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1685761.000000 Penalty: 3105.534180
	Iteration 4Q: 3 clusters Score -1685761 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1686110.500000 Penalty: 3105.534180
	Iteration 5Q: 3 clusters Score -1686110 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1686512.000000 Penalty: 3105.534180
	Iteration 6Q: 3 clusters Score -1686512 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1686891.875000 Penalty: 3105.534180
	Iteration 7Q: 3 clusters Score -1686892 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1687279.500000 Penalty: 3105.534180
	Iteration 8Q: 3 clusters Score -1687280 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1687662.250000 Penalty: 3105.534180
	Iteration 9Q: 3 clusters Score -1687662 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1688031.750000 Penalty: 3105.534180
	Iteration 10Q: 3 clusters Score -1688032 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1688318.375000 Penalty: 3105.534180
	Iteration 11Q: 3 clusters Score -1688318 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1688571.875000 Penalty: 3105.534180
	Iteration 12Q: 3 clusters Score -1688572 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1688769.375000 Penalty: 3105.534180
	Iteration 13Q: 3 clusters Score -1688769 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1688941.375000 Penalty: 3105.534180
	Iteration 14Q: 3 clusters Score -1688941 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1689073.875000 Penalty: 3105.534180
	Iteration 15Q: 3 clusters Score -1689074 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1689180.000000 Penalty: 3105.534180
	Iteration 16Q: 3 clusters Score -1689180 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1689247.625000 Penalty: 3105.534180
	Iteration 17Q: 3 clusters Score -1689248 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1689316.250000 Penalty: 3105.534180
	Iteration 18Q: 3 clusters Score -1689316 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1689359.125000 Penalty: 3105.534180
	Iteration 19Q: 3 clusters Score -1689359 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1689386.500000 Penalty: 3105.534180
	Iteration 20F: 3 clusters Score -1689386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1689427.500000 Penalty: 3105.534180
	Iteration 21Q: 3 clusters Score -1689428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1689441.875000 Penalty: 3105.534180
	Iteration 22Q: 3 clusters Score -1689442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1689462.000000 Penalty: 3105.534180
	Iteration 23Q: 3 clusters Score -1689462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1689472.125000 Penalty: 3105.534180
	Iteration 24Q: 3 clusters Score -1689472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1689481.250000 Penalty: 3105.534180
	Iteration 25Q: 3 clusters Score -1689481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1689493.250000 Penalty: 3105.534180
	Iteration 26Q: 3 clusters Score -1689493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1689497.375000 Penalty: 3105.534180
	Iteration 27Q: 3 clusters Score -1689497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1689503.875000 Penalty: 3105.534180
	Iteration 28Q: 3 clusters Score -1689504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1689505.875000 Penalty: 3105.534180
	Iteration 29Q: 3 clusters Score -1689506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1689507.375000 Penalty: 3105.534180
	Iteration 30Q: 3 clusters Score -1689507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1689509.250000 Penalty: 3105.534180
	Iteration 31Q: 3 clusters Score -1689509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1689509.125000 Penalty: 3105.534180
	Iteration 32Q: 3 clusters Score -1689509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1689509.875000 Penalty: 3105.534180
	Iteration 33Q: 3 clusters Score -1689510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1689512.000000 Penalty: 3105.534180
	Iteration 34Q: 3 clusters Score -1689512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1689513.125000 Penalty: 3105.534180
	Iteration 35Q: 3 clusters Score -1689513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1689518.125000 Penalty: 3105.534180
	Iteration 36Q: 3 clusters Score -1689518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1689515.750000 Penalty: 3105.534180
	Iteration 37Q: 3 clusters Score -1689516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1689515.875000 Penalty: 3105.534180
	Iteration 38Q: 3 clusters Score -1689516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1689516.125000 Penalty: 3105.534180
	Iteration 39Q: 3 clusters Score -1689516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1689516.000000 Penalty: 3105.534180
	Iteration 40F: 3 clusters Score -1689516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1689520.500000 Penalty: 3105.534180
	Iteration 41Q: 3 clusters Score -1689520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1689523.000000 Penalty: 3105.534180
	Iteration 42Q: 3 clusters Score -1689523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1689525.375000 Penalty: 3105.534180
	Iteration 43Q: 3 clusters Score -1689525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1689522.000000 Penalty: 3105.534180
	Iteration 44Q: 3 clusters Score -1689522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1689524.750000 Penalty: 3105.534180
	Iteration 45Q: 3 clusters Score -1689525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1689528.375000 Penalty: 3105.534180
	Iteration 46Q: 3 clusters Score -1689528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1689528.750000 Penalty: 3105.534180
	Iteration 47Q: 3 clusters Score -1689529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1689528.875000 Penalty: 3105.534180
	Iteration 48Q: 3 clusters Score -1689529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1689530.250000 Penalty: 3105.534180
	Iteration 49Q: 3 clusters Score -1689530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1689532.750000 Penalty: 3105.534180
	Iteration 50Q: 3 clusters Score -1689533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1689536.500000 Penalty: 3105.534180
	Iteration 51Q: 3 clusters Score -1689536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1689542.500000 Penalty: 3105.534180
	Iteration 52Q: 3 clusters Score -1689542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1689547.500000 Penalty: 3105.534180
	Iteration 53Q: 3 clusters Score -1689548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1689551.000000 Penalty: 3105.534180
	Iteration 54Q: 3 clusters Score -1689551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1689555.500000 Penalty: 3105.534180
	Iteration 55Q: 3 clusters Score -1689556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1689557.375000 Penalty: 3105.534180
	Iteration 56Q: 3 clusters Score -1689557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1689556.250000 Penalty: 3105.534180
	Iteration 57Q: 3 clusters Score -1689556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1689559.750000 Penalty: 3105.534180
	Iteration 58Q: 3 clusters Score -1689560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1689560.750000 Penalty: 3105.534180
	Iteration 59Q: 3 clusters Score -1689561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1689559.625000 Penalty: 3105.534180
	Iteration 60F: 3 clusters Score -1689560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1689558.375000 Penalty: 3105.534180
	Iteration 61Q: 3 clusters Score -1689558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1689559.375000 Penalty: 3105.534180
	Iteration 62Q: 3 clusters Score -1689559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1689557.500000 Penalty: 3105.534180
	Iteration 63Q: 3 clusters Score -1689558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1689559.625000 Penalty: 3105.534180
	Iteration 64Q: 3 clusters Score -1689560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1689560.125000 Penalty: 3105.534180
	Iteration 65Q: 3 clusters Score -1689560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1689560.125000 Penalty: 3105.534180
	Iteration 66F: 3 clusters Score -1689560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -286618.187500 Penalty: 1275.070923
	Iteration 0F: 2 clusters Score -286618.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -284207.281250 Penalty: 2550.141846
	Iteration 0F: 3 clusters Score -284207.3 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -284919.500000 Penalty: 2550.141846
	Iteration 1F: 3 clusters Score -284919.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -285116.406250 Penalty: 2550.141846
	Iteration 2F: 3 clusters Score -285116.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -285246.906250 Penalty: 2550.141846
	Iteration 3F: 3 clusters Score -285246.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -285339.781250 Penalty: 2550.141846
	Iteration 4Q: 3 clusters Score -285339.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -285416.093750 Penalty: 2550.141846
	Iteration 5Q: 3 clusters Score -285416.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -285485.375000 Penalty: 2550.141846
	Iteration 6Q: 3 clusters Score -285485.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -285563.062500 Penalty: 2550.141846
	Iteration 7Q: 3 clusters Score -285563.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -285621.656250 Penalty: 2550.141846
	Iteration 8Q: 3 clusters Score -285621.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -285683.187500 Penalty: 2550.141846
	Iteration 9Q: 3 clusters Score -285683.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -285728.093750 Penalty: 2550.141846
	Iteration 10Q: 3 clusters Score -285728.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -285775.312500 Penalty: 2550.141846
	Iteration 11Q: 3 clusters Score -285775.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -285814.468750 Penalty: 2550.141846
	Iteration 12Q: 3 clusters Score -285814.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -285846.187500 Penalty: 2550.141846
	Iteration 13Q: 3 clusters Score -285846.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -285875.468750 Penalty: 2550.141846
	Iteration 14Q: 3 clusters Score -285875.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -285894.406250 Penalty: 2550.141846
	Iteration 15Q: 3 clusters Score -285894.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -285906.718750 Penalty: 2550.141846
	Iteration 16Q: 3 clusters Score -285906.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -285917.093750 Penalty: 2550.141846
	Iteration 17Q: 3 clusters Score -285917.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -285927.500000 Penalty: 2550.141846
	Iteration 18Q: 3 clusters Score -285927.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -285937.156250 Penalty: 2550.141846
	Iteration 19Q: 3 clusters Score -285937.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -285939.687500 Penalty: 2550.141846
	Iteration 20F: 3 clusters Score -285939.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -285944.937500 Penalty: 2550.141846
	Iteration 21Q: 3 clusters Score -285944.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -285952.437500 Penalty: 2550.141846
	Iteration 22Q: 3 clusters Score -285952.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -285960.125000 Penalty: 2550.141846
	Iteration 23Q: 3 clusters Score -285960.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -285964.500000 Penalty: 2550.141846
	Iteration 24Q: 3 clusters Score -285964.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -285967.468750 Penalty: 2550.141846
	Iteration 25Q: 3 clusters Score -285967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -285968.531250 Penalty: 2550.141846
	Iteration 26Q: 3 clusters Score -285968.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -285971.156250 Penalty: 2550.141846
	Iteration 27Q: 3 clusters Score -285971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -285971.000000 Penalty: 2550.141846
	Iteration 28Q: 3 clusters Score -285971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -285971.937500 Penalty: 2550.141846
	Iteration 29Q: 3 clusters Score -285971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -285971.937500 Penalty: 2550.141846
	Iteration 30F: 3 clusters Score -285971.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Entering Unmasked Estep 
Score: -1082968.750000 Penalty: 1471.148071
	Iteration 0F: 2 clusters Score -1082969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1076727.625000 Penalty: 2942.296143
	Iteration 0F: 3 clusters Score -1076728 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1078620.875000 Penalty: 2942.296143
	Iteration 1F: 3 clusters Score -1078621 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1078856.000000 Penalty: 2942.296143
	Iteration 2F: 3 clusters Score -1078856 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1079106.750000 Penalty: 2942.296143
	Iteration 3F: 3 clusters Score -1079107 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1079364.500000 Penalty: 2942.296143
	Iteration 4F: 3 clusters Score -1079364 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1079624.375000 Penalty: 2942.296143
	Iteration 5F: 3 clusters Score -1079624 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1079892.250000 Penalty: 2942.296143
	Iteration 6F: 3 clusters Score -1079892 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1080170.625000 Penalty: 2942.296143
	Iteration 7Q: 3 clusters Score -1080171 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1080451.250000 Penalty: 2942.296143
	Iteration 8Q: 3 clusters Score -1080451 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1080678.750000 Penalty: 2942.296143
	Iteration 9Q: 3 clusters Score -1080679 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1080904.750000 Penalty: 2942.296143
	Iteration 10Q: 3 clusters Score -1080905 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1081125.125000 Penalty: 2942.296143
	Iteration 11Q: 3 clusters Score -1081125 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1081293.750000 Penalty: 2942.296143
	Iteration 12Q: 3 clusters Score -1081294 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1081429.625000 Penalty: 2942.296143
	Iteration 13Q: 3 clusters Score -1081430 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1081525.500000 Penalty: 2942.296143
	Iteration 14Q: 3 clusters Score -1081526 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1081602.875000 Penalty: 2942.296143
	Iteration 15Q: 3 clusters Score -1081603 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1081668.000000 Penalty: 2942.296143
	Iteration 16Q: 3 clusters Score -1081668 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1081735.625000 Penalty: 2942.296143
	Iteration 17Q: 3 clusters Score -1081736 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1081778.250000 Penalty: 2942.296143
	Iteration 18Q: 3 clusters Score -1081778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1081817.625000 Penalty: 2942.296143
	Iteration 19Q: 3 clusters Score -1081818 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1081849.125000 Penalty: 2942.296143
	Iteration 20F: 3 clusters Score -1081849 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1081885.750000 Penalty: 2942.296143
	Iteration 21Q: 3 clusters Score -1081886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1081915.500000 Penalty: 2942.296143
	Iteration 22Q: 3 clusters Score -1081916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1081935.750000 Penalty: 2942.296143
	Iteration 23Q: 3 clusters Score -1081936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1081952.000000 Penalty: 2942.296143
	Iteration 24Q: 3 clusters Score -1081952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1081966.875000 Penalty: 2942.296143
	Iteration 25Q: 3 clusters Score -1081967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1081982.750000 Penalty: 2942.296143
	Iteration 26Q: 3 clusters Score -1081983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1082003.875000 Penalty: 2942.296143
	Iteration 27Q: 3 clusters Score -1082004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1082020.500000 Penalty: 2942.296143
	Iteration 28Q: 3 clusters Score -1082020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1082034.250000 Penalty: 2942.296143
	Iteration 29Q: 3 clusters Score -1082034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1082044.375000 Penalty: 2942.296143
	Iteration 30Q: 3 clusters Score -1082044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1082053.625000 Penalty: 2942.296143
	Iteration 31Q: 3 clusters Score -1082054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1082058.875000 Penalty: 2942.296143
	Iteration 32Q: 3 clusters Score -1082059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1082068.125000 Penalty: 2942.296143
	Iteration 33Q: 3 clusters Score -1082068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1082070.750000 Penalty: 2942.296143
	Iteration 34Q: 3 clusters Score -1082071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1082078.125000 Penalty: 2942.296143
	Iteration 35Q: 3 clusters Score -1082078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1082082.750000 Penalty: 2942.296143
	Iteration 36Q: 3 clusters Score -1082083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1082083.250000 Penalty: 2942.296143
	Iteration 37Q: 3 clusters Score -1082083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1082086.625000 Penalty: 2942.296143
	Iteration 38Q: 3 clusters Score -1082087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1082086.125000 Penalty: 2942.296143
	Iteration 39Q: 3 clusters Score -1082086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1082086.625000 Penalty: 2942.296143
	Iteration 40F: 3 clusters Score -1082087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1082086.625000 Penalty: 2942.296143
	Iteration 41Q: 3 clusters Score -1082087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1082086.625000 Penalty: 2942.296143
	Iteration 42F: 3 clusters Score -1082087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Entering Unmasked Estep 
Score: -1976860.000000 Penalty: 1568.754150
	Iteration 0F: 2 clusters Score -1976860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1966095.500000 Penalty: 3137.508301
	Iteration 0F: 3 clusters Score -1966096 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1969814.875000 Penalty: 3137.508301
	Iteration 1F: 3 clusters Score -1969815 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1970117.500000 Penalty: 3137.508301
	Iteration 2F: 3 clusters Score -1970118 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1970364.375000 Penalty: 3137.508301
	Iteration 3Q: 3 clusters Score -1970364 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1970594.625000 Penalty: 3137.508301
	Iteration 4Q: 3 clusters Score -1970595 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1970827.125000 Penalty: 3137.508301
	Iteration 5Q: 3 clusters Score -1970827 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1971103.375000 Penalty: 3137.508301
	Iteration 6Q: 3 clusters Score -1971103 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1971422.125000 Penalty: 3137.508301
	Iteration 7Q: 3 clusters Score -1971422 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1971777.500000 Penalty: 3137.508301
	Iteration 8Q: 3 clusters Score -1971778 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1972147.750000 Penalty: 3137.508301
	Iteration 9Q: 3 clusters Score -1972148 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1972497.625000 Penalty: 3137.508301
	Iteration 10Q: 3 clusters Score -1972498 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1972823.500000 Penalty: 3137.508301
	Iteration 11Q: 3 clusters Score -1972824 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1973048.375000 Penalty: 3137.508301
	Iteration 12Q: 3 clusters Score -1973048 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1973208.875000 Penalty: 3137.508301
	Iteration 13Q: 3 clusters Score -1973209 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1973343.375000 Penalty: 3137.508301
	Iteration 14Q: 3 clusters Score -1973343 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1973463.875000 Penalty: 3137.508301
	Iteration 15Q: 3 clusters Score -1973464 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1973587.500000 Penalty: 3137.508301
	Iteration 16Q: 3 clusters Score -1973588 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1973686.125000 Penalty: 3137.508301
	Iteration 17Q: 3 clusters Score -1973686 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1973786.500000 Penalty: 3137.508301
	Iteration 18Q: 3 clusters Score -1973786 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1973876.250000 Penalty: 3137.508301
	Iteration 19Q: 3 clusters Score -1973876 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1973967.375000 Penalty: 3137.508301
	Iteration 20F: 3 clusters Score -1973967 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1974072.750000 Penalty: 3137.508301
	Iteration 21Q: 3 clusters Score -1974073 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1974188.250000 Penalty: 3137.508301
	Iteration 22Q: 3 clusters Score -1974188 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1974296.500000 Penalty: 3137.508301
	Iteration 23Q: 3 clusters Score -1974296 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1974408.250000 Penalty: 3137.508301
	Iteration 24Q: 3 clusters Score -1974408 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1974518.625000 Penalty: 3137.508301
	Iteration 25Q: 3 clusters Score -1974519 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1974622.625000 Penalty: 3137.508301
	Iteration 26Q: 3 clusters Score -1974623 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1974736.125000 Penalty: 3137.508301
	Iteration 27Q: 3 clusters Score -1974736 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1974837.125000 Penalty: 3137.508301
	Iteration 28Q: 3 clusters Score -1974837 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1974929.000000 Penalty: 3137.508301
	Iteration 29Q: 3 clusters Score -1974929 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1975003.625000 Penalty: 3137.508301
	Iteration 30Q: 3 clusters Score -1975004 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1975076.875000 Penalty: 3137.508301
	Iteration 31Q: 3 clusters Score -1975077 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1975149.000000 Penalty: 3137.508301
	Iteration 32Q: 3 clusters Score -1975149 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1975215.500000 Penalty: 3137.508301
	Iteration 33Q: 3 clusters Score -1975216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1975292.500000 Penalty: 3137.508301
	Iteration 34Q: 3 clusters Score -1975292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1975345.000000 Penalty: 3137.508301
	Iteration 35Q: 3 clusters Score -1975345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1975382.125000 Penalty: 3137.508301
	Iteration 36Q: 3 clusters Score -1975382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1975402.500000 Penalty: 3137.508301
	Iteration 37Q: 3 clusters Score -1975402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1975409.750000 Penalty: 3137.508301
	Iteration 38Q: 3 clusters Score -1975410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1975421.500000 Penalty: 3137.508301
	Iteration 39Q: 3 clusters Score -1975422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1975437.125000 Penalty: 3137.508301
	Iteration 40F: 3 clusters Score -1975437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1975449.000000 Penalty: 3137.508301
	Iteration 41Q: 3 clusters Score -1975449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1975461.875000 Penalty: 3137.508301
	Iteration 42Q: 3 clusters Score -1975462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1975471.125000 Penalty: 3137.508301
	Iteration 43Q: 3 clusters Score -1975471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1975486.625000 Penalty: 3137.508301
	Iteration 44Q: 3 clusters Score -1975487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1975500.750000 Penalty: 3137.508301
	Iteration 45Q: 3 clusters Score -1975501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1975513.750000 Penalty: 3137.508301
	Iteration 46Q: 3 clusters Score -1975514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1975520.625000 Penalty: 3137.508301
	Iteration 47Q: 3 clusters Score -1975521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1975527.125000 Penalty: 3137.508301
	Iteration 48Q: 3 clusters Score -1975527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1975532.875000 Penalty: 3137.508301
	Iteration 49Q: 3 clusters Score -1975533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1975542.250000 Penalty: 3137.508301
	Iteration 50Q: 3 clusters Score -1975542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1975551.125000 Penalty: 3137.508301
	Iteration 51Q: 3 clusters Score -1975551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1975552.000000 Penalty: 3137.508301
	Iteration 52Q: 3 clusters Score -1975552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1975556.875000 Penalty: 3137.508301
	Iteration 53Q: 3 clusters Score -1975557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1975556.625000 Penalty: 3137.508301
	Iteration 54Q: 3 clusters Score -1975557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1975560.750000 Penalty: 3137.508301
	Iteration 55Q: 3 clusters Score -1975561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1975561.875000 Penalty: 3137.508301
	Iteration 56Q: 3 clusters Score -1975562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1975561.875000 Penalty: 3137.508301
	Iteration 57Q: 3 clusters Score -1975562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1975561.875000 Penalty: 3137.508301
	Iteration 58F: 3 clusters Score -1975562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Entering Unmasked Estep 
Score: -5211545.000000 Penalty: 1729.160278
	Iteration 0F: 2 clusters Score -5211545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -5183564.500000 Penalty: 3458.320557
	Iteration 0F: 3 clusters Score -5183564 nChanged 19416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -5194494.000000 Penalty: 3458.320557
	Iteration 1F: 3 clusters Score -5194494 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -5194974.500000 Penalty: 3458.320557
	Iteration 2Q: 3 clusters Score -5194974 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -5195583.500000 Penalty: 3458.320557
	Iteration 3Q: 3 clusters Score -5195584 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -5196482.000000 Penalty: 3458.320557
	Iteration 4Q: 3 clusters Score -5196482 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -5197774.500000 Penalty: 3458.320557
	Iteration 5F: 3 clusters Score -5197774 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -5199689.500000 Penalty: 3458.320557
	Iteration 6F: 3 clusters Score -5199690 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -5202066.500000 Penalty: 3458.320557
	Iteration 7F: 3 clusters Score -5202066 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -5204576.500000 Penalty: 3458.320557
	Iteration 8F: 3 clusters Score -5204576 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -5206687.000000 Penalty: 3458.320557
	Iteration 9F: 3 clusters Score -5206687 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -5208140.000000 Penalty: 3458.320557
	Iteration 10Q: 3 clusters Score -5208140 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -5208993.500000 Penalty: 3458.320557
	Iteration 11Q: 3 clusters Score -5208994 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -5209458.500000 Penalty: 3458.320557
	Iteration 12Q: 3 clusters Score -5209458 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -5209693.000000 Penalty: 3458.320557
	Iteration 13Q: 3 clusters Score -5209693 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -5209821.000000 Penalty: 3458.320557
	Iteration 14Q: 3 clusters Score -5209821 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -5209899.500000 Penalty: 3458.320557
	Iteration 15Q: 3 clusters Score -5209900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -5209929.000000 Penalty: 3458.320557
	Iteration 16Q: 3 clusters Score -5209929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -5209958.000000 Penalty: 3458.320557
	Iteration 17Q: 3 clusters Score -5209958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -5209968.000000 Penalty: 3458.320557
	Iteration 18Q: 3 clusters Score -5209968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -5209985.500000 Penalty: 3458.320557
	Iteration 19Q: 3 clusters Score -5209986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -5209989.000000 Penalty: 3458.320557
	Iteration 20F: 3 clusters Score -5209989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -5209995.500000 Penalty: 3458.320557
	Iteration 21Q: 3 clusters Score -5209996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -5210003.500000 Penalty: 3458.320557
	Iteration 22Q: 3 clusters Score -5210004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -5210004.000000 Penalty: 3458.320557
	Iteration 23Q: 3 clusters Score -5210004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5210007.000000 Penalty: 3458.320557
	Iteration 24Q: 3 clusters Score -5210007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5210007.000000 Penalty: 3458.320557
	Iteration 25F: 3 clusters Score -5210007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 5193 members 
Mstep: Class 3 contains 30392 members 
Mstep: Class 4 contains 27118 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 70237 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 15690 members 
Mstep: Class 10 contains 5118 members 
Mstep: Class 11 contains 3090 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11677 members 
Mstep: Class 14 contains 4039 members 
Mstep: Class 15 contains 21826 members 
Mstep: Class 16 contains 74892 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6368 members 
Mstep: Class 20 contains 57755 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8546 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 41814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642024.000000 Penalty: 53427.796875
Iteration 159Q: 26 clusters Score -6.264202e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83754 members 
Mstep: Class 2 contains 5236 members 
Mstep: Class 3 contains 30401 members 
Mstep: Class 4 contains 27116 members 
Mstep: Class 5 contains 6452 members 
Mstep: Class 6 contains 70211 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 15670 members 
Mstep: Class 10 contains 5119 members 
Mstep: Class 11 contains 3092 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11652 members 
Mstep: Class 14 contains 4044 members 
Mstep: Class 15 contains 21807 members 
Mstep: Class 16 contains 74883 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6372 members 
Mstep: Class 20 contains 57777 members 
Mstep: Class 21 contains 14119 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8531 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 41861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642036.000000 Penalty: 53427.796875
Iteration 160F: 26 clusters Score -6.264204e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83739 members 
Mstep: Class 2 contains 5292 members 
Mstep: Class 3 contains 30399 members 
Mstep: Class 4 contains 27110 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 70192 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 15652 members 
Mstep: Class 10 contains 5119 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11632 members 
Mstep: Class 14 contains 4047 members 
Mstep: Class 15 contains 21788 members 
Mstep: Class 16 contains 74883 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6372 members 
Mstep: Class 20 contains 57787 members 
Mstep: Class 21 contains 14118 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8519 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 41901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642144.000000 Penalty: 53427.796875
Iteration 161Q: 26 clusters Score -6.264214e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 5334 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 27102 members 
Mstep: Class 5 contains 6450 members 
Mstep: Class 6 contains 70173 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 15625 members 
Mstep: Class 10 contains 5117 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 11614 members 
Mstep: Class 14 contains 4048 members 
Mstep: Class 15 contains 21774 members 
Mstep: Class 16 contains 74882 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6373 members 
Mstep: Class 20 contains 57794 members 
Mstep: Class 21 contains 14119 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 41953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642128.000000 Penalty: 53427.796875
Iteration 162Q: 26 clusters Score -6.264213e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 30411 members 
Mstep: Class 4 contains 27087 members 
Mstep: Class 5 contains 6450 members 
Mstep: Class 6 contains 70162 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 15598 members 
Mstep: Class 10 contains 5117 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 11595 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 21764 members 
Mstep: Class 16 contains 74878 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6373 members 
Mstep: Class 20 contains 57807 members 
Mstep: Class 21 contains 14118 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8495 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 42003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642076.000000 Penalty: 53427.796875
Iteration 163Q: 26 clusters Score -6.264208e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 5419 members 
Mstep: Class 3 contains 30406 members 
Mstep: Class 4 contains 27070 members 
Mstep: Class 5 contains 6450 members 
Mstep: Class 6 contains 70149 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 15581 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11583 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 21756 members 
Mstep: Class 16 contains 74877 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6374 members 
Mstep: Class 20 contains 57805 members 
Mstep: Class 21 contains 14118 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8482 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 42059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642068.000000 Penalty: 53427.796875
Iteration 164Q: 26 clusters Score -6.264207e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83698 members 
Mstep: Class 2 contains 5446 members 
Mstep: Class 3 contains 30411 members 
Mstep: Class 4 contains 27048 members 
Mstep: Class 5 contains 6452 members 
Mstep: Class 6 contains 70135 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 15563 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 11571 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21749 members 
Mstep: Class 16 contains 74880 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6376 members 
Mstep: Class 20 contains 57811 members 
Mstep: Class 21 contains 14117 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8470 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 42107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642080.000000 Penalty: 53427.796875
Iteration 165Q: 26 clusters Score -6.264208e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 30415 members 
Mstep: Class 4 contains 27029 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 70126 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15551 members 
Mstep: Class 10 contains 5108 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 11555 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21746 members 
Mstep: Class 16 contains 74884 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6378 members 
Mstep: Class 20 contains 57815 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8457 members 
Mstep: Class 24 contains 15584 members 
Mstep: Class 25 contains 42149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642100.000000 Penalty: 53427.796875
Iteration 166Q: 26 clusters Score -6.26421e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 30420 members 
Mstep: Class 4 contains 27018 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 70116 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 15537 members 
Mstep: Class 10 contains 5103 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 4054 members 
Mstep: Class 15 contains 21741 members 
Mstep: Class 16 contains 74885 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6383 members 
Mstep: Class 20 contains 57826 members 
Mstep: Class 21 contains 14117 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8446 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 42181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642048.000000 Penalty: 53427.796875
Iteration 167Q: 26 clusters Score -6.264205e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83666 members 
Mstep: Class 2 contains 5520 members 
Mstep: Class 3 contains 30420 members 
Mstep: Class 4 contains 27006 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 70105 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 15527 members 
Mstep: Class 10 contains 5101 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 11532 members 
Mstep: Class 14 contains 4054 members 
Mstep: Class 15 contains 21741 members 
Mstep: Class 16 contains 74891 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6386 members 
Mstep: Class 20 contains 57829 members 
Mstep: Class 21 contains 14120 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8437 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 42209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642032.000000 Penalty: 53427.796875
Iteration 168Q: 26 clusters Score -6.264203e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83658 members 
Mstep: Class 2 contains 5543 members 
Mstep: Class 3 contains 30423 members 
Mstep: Class 4 contains 26995 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 70088 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 15518 members 
Mstep: Class 10 contains 5096 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11524 members 
Mstep: Class 14 contains 4057 members 
Mstep: Class 15 contains 21739 members 
Mstep: Class 16 contains 74893 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57839 members 
Mstep: Class 21 contains 14120 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8424 members 
Mstep: Class 24 contains 15583 members 
Mstep: Class 25 contains 42237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642104.000000 Penalty: 53427.796875
Iteration 169Q: 26 clusters Score -6.26421e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 5571 members 
Mstep: Class 3 contains 30427 members 
Mstep: Class 4 contains 26986 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 70079 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 15506 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11516 members 
Mstep: Class 14 contains 4057 members 
Mstep: Class 15 contains 21737 members 
Mstep: Class 16 contains 74897 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6398 members 
Mstep: Class 20 contains 57837 members 
Mstep: Class 21 contains 14119 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8415 members 
Mstep: Class 24 contains 15584 members 
Mstep: Class 25 contains 42255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642044.000000 Penalty: 53427.796875
Iteration 170Q: 26 clusters Score -6.264204e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83649 members 
Mstep: Class 2 contains 5592 members 
Mstep: Class 3 contains 30425 members 
Mstep: Class 4 contains 26976 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 70067 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 15505 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11511 members 
Mstep: Class 14 contains 4057 members 
Mstep: Class 15 contains 21732 members 
Mstep: Class 16 contains 74900 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6399 members 
Mstep: Class 20 contains 57834 members 
Mstep: Class 21 contains 14119 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8406 members 
Mstep: Class 24 contains 15587 members 
Mstep: Class 25 contains 42273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642104.000000 Penalty: 53427.796875
Iteration 171Q: 26 clusters Score -6.26421e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83648 members 
Mstep: Class 2 contains 5615 members 
Mstep: Class 3 contains 30426 members 
Mstep: Class 4 contains 26965 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 70053 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 15500 members 
Mstep: Class 10 contains 5092 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11507 members 
Mstep: Class 14 contains 4057 members 
Mstep: Class 15 contains 21728 members 
Mstep: Class 16 contains 74903 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6401 members 
Mstep: Class 20 contains 57837 members 
Mstep: Class 21 contains 14118 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8399 members 
Mstep: Class 24 contains 15587 members 
Mstep: Class 25 contains 42290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642160.000000 Penalty: 53427.796875
Iteration 172Q: 26 clusters Score -6.264216e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83647 members 
Mstep: Class 2 contains 5634 members 
Mstep: Class 3 contains 30428 members 
Mstep: Class 4 contains 26957 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 70042 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15498 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11501 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21725 members 
Mstep: Class 16 contains 74905 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 57841 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8394 members 
Mstep: Class 24 contains 15586 members 
Mstep: Class 25 contains 42304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642180.000000 Penalty: 53427.796875
Iteration 173Q: 26 clusters Score -6.264218e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 5646 members 
Mstep: Class 3 contains 30432 members 
Mstep: Class 4 contains 26951 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 70029 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15500 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11497 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21722 members 
Mstep: Class 16 contains 74903 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 57849 members 
Mstep: Class 21 contains 14115 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8388 members 
Mstep: Class 24 contains 15586 members 
Mstep: Class 25 contains 42323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642180.000000 Penalty: 53427.796875
Iteration 174Q: 26 clusters Score -6.264218e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 5665 members 
Mstep: Class 3 contains 30434 members 
Mstep: Class 4 contains 26944 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 70022 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15490 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11488 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21717 members 
Mstep: Class 16 contains 74903 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6401 members 
Mstep: Class 20 contains 57862 members 
Mstep: Class 21 contains 14114 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8380 members 
Mstep: Class 24 contains 15586 members 
Mstep: Class 25 contains 42339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642212.000000 Penalty: 53427.796875
Iteration 175Q: 26 clusters Score -6.264221e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83647 members 
Mstep: Class 2 contains 5674 members 
Mstep: Class 3 contains 30437 members 
Mstep: Class 4 contains 26941 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 70002 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11483 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21712 members 
Mstep: Class 16 contains 74904 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6403 members 
Mstep: Class 20 contains 57870 members 
Mstep: Class 21 contains 14112 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8376 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 42355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642240.000000 Penalty: 53427.796875
Iteration 176Q: 26 clusters Score -6.264224e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83648 members 
Mstep: Class 2 contains 5677 members 
Mstep: Class 3 contains 30447 members 
Mstep: Class 4 contains 26930 members 
Mstep: Class 5 contains 6459 members 
Mstep: Class 6 contains 69988 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 5073 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11476 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21705 members 
Mstep: Class 16 contains 74905 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6403 members 
Mstep: Class 20 contains 57887 members 
Mstep: Class 21 contains 14112 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8375 members 
Mstep: Class 24 contains 15584 members 
Mstep: Class 25 contains 42364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642260.000000 Penalty: 53427.796875
Iteration 177Q: 26 clusters Score -6.264226e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 5681 members 
Mstep: Class 3 contains 30456 members 
Mstep: Class 4 contains 26922 members 
Mstep: Class 5 contains 6458 members 
Mstep: Class 6 contains 69979 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 5069 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11462 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21701 members 
Mstep: Class 16 contains 74905 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 57903 members 
Mstep: Class 21 contains 14113 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8374 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 42378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642256.000000 Penalty: 53427.796875
Iteration 178Q: 26 clusters Score -6.264226e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83642 members 
Mstep: Class 2 contains 5680 members 
Mstep: Class 3 contains 30466 members 
Mstep: Class 4 contains 26911 members 
Mstep: Class 5 contains 6459 members 
Mstep: Class 6 contains 69972 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 5065 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11450 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21699 members 
Mstep: Class 16 contains 74907 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 57916 members 
Mstep: Class 21 contains 14114 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8371 members 
Mstep: Class 24 contains 15584 members 
Mstep: Class 25 contains 42389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642140.000000 Penalty: 53427.796875
Iteration 179Q: 26 clusters Score -6.264214e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 30473 members 
Mstep: Class 4 contains 26896 members 
Mstep: Class 5 contains 6459 members 
Mstep: Class 6 contains 69965 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 15502 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11437 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21696 members 
Mstep: Class 16 contains 74906 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 57930 members 
Mstep: Class 21 contains 14113 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 42407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642184.000000 Penalty: 53427.796875
Iteration 180F: 26 clusters Score -6.264218e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 5697 members 
Mstep: Class 3 contains 30475 members 
Mstep: Class 4 contains 26886 members 
Mstep: Class 5 contains 6457 members 
Mstep: Class 6 contains 69957 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 15501 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11430 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21693 members 
Mstep: Class 16 contains 74907 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 57942 members 
Mstep: Class 21 contains 14113 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 42423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642184.000000 Penalty: 53427.796875
Iteration 181Q: 26 clusters Score -6.264218e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 30481 members 
Mstep: Class 4 contains 26873 members 
Mstep: Class 5 contains 6458 members 
Mstep: Class 6 contains 69951 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15502 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11421 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21689 members 
Mstep: Class 16 contains 74908 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6401 members 
Mstep: Class 20 contains 57954 members 
Mstep: Class 21 contains 14114 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 15581 members 
Mstep: Class 25 contains 42439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642140.000000 Penalty: 53427.796875
Iteration 182Q: 26 clusters Score -6.264214e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 30487 members 
Mstep: Class 4 contains 26869 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 69954 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15498 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11412 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21681 members 
Mstep: Class 16 contains 74911 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6398 members 
Mstep: Class 20 contains 57964 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15580 members 
Mstep: Class 25 contains 42449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642136.000000 Penalty: 53427.796875
Iteration 183Q: 26 clusters Score -6.264214e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83633 members 
Mstep: Class 2 contains 5700 members 
Mstep: Class 3 contains 30488 members 
Mstep: Class 4 contains 26861 members 
Mstep: Class 5 contains 6457 members 
Mstep: Class 6 contains 69952 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11402 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21671 members 
Mstep: Class 16 contains 74913 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 57978 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15580 members 
Mstep: Class 25 contains 42464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642132.000000 Penalty: 53427.796875
Iteration 184Q: 26 clusters Score -6.264213e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 5702 members 
Mstep: Class 3 contains 30491 members 
Mstep: Class 4 contains 26858 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 69949 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15489 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11393 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21667 members 
Mstep: Class 16 contains 74915 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 57988 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 15580 members 
Mstep: Class 25 contains 42478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642144.000000 Penalty: 53427.796875
Iteration 185Q: 26 clusters Score -6.264214e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 30497 members 
Mstep: Class 4 contains 26846 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 69949 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11386 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21666 members 
Mstep: Class 16 contains 74919 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6399 members 
Mstep: Class 20 contains 57992 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642152.000000 Penalty: 53427.796875
Iteration 186Q: 26 clusters Score -6.264215e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 30502 members 
Mstep: Class 4 contains 26833 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 69946 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15487 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11385 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21665 members 
Mstep: Class 16 contains 74922 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6397 members 
Mstep: Class 20 contains 57992 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 15583 members 
Mstep: Class 25 contains 42506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642188.000000 Penalty: 53427.796875
Iteration 187Q: 26 clusters Score -6.264219e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83622 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 30501 members 
Mstep: Class 4 contains 26817 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 69944 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15488 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11381 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21664 members 
Mstep: Class 16 contains 74924 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6396 members 
Mstep: Class 20 contains 57994 members 
Mstep: Class 21 contains 14117 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 15583 members 
Mstep: Class 25 contains 42525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642192.000000 Penalty: 53427.796875
Iteration 188Q: 26 clusters Score -6.264219e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 30501 members 
Mstep: Class 4 contains 26807 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 69943 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15488 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11381 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21663 members 
Mstep: Class 16 contains 74929 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6396 members 
Mstep: Class 20 contains 57983 members 
Mstep: Class 21 contains 14117 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 15583 members 
Mstep: Class 25 contains 42545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642144.000000 Penalty: 53427.796875
Iteration 189Q: 26 clusters Score -6.264214e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 30501 members 
Mstep: Class 4 contains 26797 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 69943 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15487 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11380 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21662 members 
Mstep: Class 16 contains 74936 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6396 members 
Mstep: Class 20 contains 57977 members 
Mstep: Class 21 contains 14117 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 15583 members 
Mstep: Class 25 contains 42559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642128.000000 Penalty: 53427.796875
Iteration 190Q: 26 clusters Score -6.264213e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 5706 members 
Mstep: Class 3 contains 30500 members 
Mstep: Class 4 contains 26787 members 
Mstep: Class 5 contains 6452 members 
Mstep: Class 6 contains 69943 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11379 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21662 members 
Mstep: Class 16 contains 74940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6396 members 
Mstep: Class 20 contains 57968 members 
Mstep: Class 21 contains 14117 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 15583 members 
Mstep: Class 25 contains 42581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642108.000000 Penalty: 53427.796875
Iteration 191Q: 26 clusters Score -6.264211e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 30501 members 
Mstep: Class 4 contains 26777 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69944 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15483 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11379 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21661 members 
Mstep: Class 16 contains 74945 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6396 members 
Mstep: Class 20 contains 57960 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15583 members 
Mstep: Class 25 contains 42601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642104.000000 Penalty: 53427.796875
Iteration 192Q: 26 clusters Score -6.26421e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 5706 members 
Mstep: Class 3 contains 30501 members 
Mstep: Class 4 contains 26770 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69943 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15483 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11379 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21661 members 
Mstep: Class 16 contains 74950 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6396 members 
Mstep: Class 20 contains 57954 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15583 members 
Mstep: Class 25 contains 42613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642060.000000 Penalty: 53427.796875
Iteration 193Q: 26 clusters Score -6.264206e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 5709 members 
Mstep: Class 3 contains 30500 members 
Mstep: Class 4 contains 26758 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69939 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15485 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11378 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21661 members 
Mstep: Class 16 contains 74955 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6396 members 
Mstep: Class 20 contains 57942 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642076.000000 Penalty: 53427.796875
Iteration 194Q: 26 clusters Score -6.264208e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 5712 members 
Mstep: Class 3 contains 30499 members 
Mstep: Class 4 contains 26747 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 69937 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15487 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11377 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21660 members 
Mstep: Class 16 contains 74958 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6395 members 
Mstep: Class 20 contains 57934 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642128.000000 Penalty: 53427.796875
Iteration 195Q: 26 clusters Score -6.264213e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 5712 members 
Mstep: Class 3 contains 30501 members 
Mstep: Class 4 contains 26739 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 69934 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11377 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21658 members 
Mstep: Class 16 contains 74961 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 57924 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642112.000000 Penalty: 53427.796875
Iteration 196Q: 26 clusters Score -6.264211e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 5709 members 
Mstep: Class 3 contains 30504 members 
Mstep: Class 4 contains 26735 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 69934 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15485 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11376 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21657 members 
Mstep: Class 16 contains 74966 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 57913 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8367 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642116.000000 Penalty: 53427.796875
Iteration 197Q: 26 clusters Score -6.264212e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 5709 members 
Mstep: Class 3 contains 30505 members 
Mstep: Class 4 contains 26731 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 69934 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15484 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11375 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21657 members 
Mstep: Class 16 contains 74972 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 57897 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642080.000000 Penalty: 53427.796875
Iteration 198Q: 26 clusters Score -6.264208e+07 nChanged 29
Entering ConstructFrom: 
Score: -62642080.000000 Penalty: 53427.796875
Entering ConstructFrom: 
Trying to split cluster 1 (83605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Entering Unmasked Estep 
Score: -10328975.000000 Penalty: 1841.751953
	Iteration 0F: 2 clusters Score -1.032898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -10277357.000000 Penalty: 3683.503906
	Iteration 0F: 3 clusters Score -1.027736e+07 nChanged 39705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -10299768.000000 Penalty: 3683.503906
	Iteration 1F: 3 clusters Score -1.029977e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -10300265.000000 Penalty: 3683.503906
	Iteration 2Q: 3 clusters Score -1.030026e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -10300783.000000 Penalty: 3683.503906
	Iteration 3Q: 3 clusters Score -1.030078e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -10301458.000000 Penalty: 3683.503906
	Iteration 4Q: 3 clusters Score -1.030146e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -10302231.000000 Penalty: 3683.503906
	Iteration 5Q: 3 clusters Score -1.030223e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -10303318.000000 Penalty: 3683.503906
	Iteration 6Q: 3 clusters Score -1.030332e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -10304851.000000 Penalty: 3683.503906
	Iteration 7Q: 3 clusters Score -1.030485e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -10307261.000000 Penalty: 3683.503906
	Iteration 8Q: 3 clusters Score -1.030726e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -10310654.000000 Penalty: 3683.503906
	Iteration 9F: 3 clusters Score -1.031065e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -10314316.000000 Penalty: 3683.503906
	Iteration 10F: 3 clusters Score -1.031432e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -10316319.000000 Penalty: 3683.503906
	Iteration 11F: 3 clusters Score -1.031632e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -10316928.000000 Penalty: 3683.503906
	Iteration 12Q: 3 clusters Score -1.031693e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -10317221.000000 Penalty: 3683.503906
	Iteration 13Q: 3 clusters Score -1.031722e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -10317362.000000 Penalty: 3683.503906
	Iteration 14Q: 3 clusters Score -1.031736e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -10317488.000000 Penalty: 3683.503906
	Iteration 15Q: 3 clusters Score -1.031749e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -10317713.000000 Penalty: 3683.503906
	Iteration 16Q: 3 clusters Score -1.031771e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -10317900.000000 Penalty: 3683.503906
	Iteration 17Q: 3 clusters Score -1.03179e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -10318114.000000 Penalty: 3683.503906
	Iteration 18Q: 3 clusters Score -1.031811e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -10318397.000000 Penalty: 3683.503906
	Iteration 19Q: 3 clusters Score -1.03184e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -10318679.000000 Penalty: 3683.503906
	Iteration 20F: 3 clusters Score -1.031868e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -10319037.000000 Penalty: 3683.503906
	Iteration 21Q: 3 clusters Score -1.031904e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -10319302.000000 Penalty: 3683.503906
	Iteration 22Q: 3 clusters Score -1.03193e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -10319706.000000 Penalty: 3683.503906
	Iteration 23Q: 3 clusters Score -1.031971e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -10320060.000000 Penalty: 3683.503906
	Iteration 24Q: 3 clusters Score -1.032006e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -10320403.000000 Penalty: 3683.503906
	Iteration 25Q: 3 clusters Score -1.03204e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -10320722.000000 Penalty: 3683.503906
	Iteration 26Q: 3 clusters Score -1.032072e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -10321074.000000 Penalty: 3683.503906
	Iteration 27Q: 3 clusters Score -1.032107e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -10321343.000000 Penalty: 3683.503906
	Iteration 28Q: 3 clusters Score -1.032134e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -10321548.000000 Penalty: 3683.503906
	Iteration 29Q: 3 clusters Score -1.032155e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -10321801.000000 Penalty: 3683.503906
	Iteration 30Q: 3 clusters Score -1.03218e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -10322052.000000 Penalty: 3683.503906
	Iteration 31Q: 3 clusters Score -1.032205e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -10322243.000000 Penalty: 3683.503906
	Iteration 32Q: 3 clusters Score -1.032224e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -10322420.000000 Penalty: 3683.503906
	Iteration 33Q: 3 clusters Score -1.032242e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -10322575.000000 Penalty: 3683.503906
	Iteration 34Q: 3 clusters Score -1.032258e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -10322759.000000 Penalty: 3683.503906
	Iteration 35Q: 3 clusters Score -1.032276e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -10322913.000000 Penalty: 3683.503906
	Iteration 36Q: 3 clusters Score -1.032291e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -10323002.000000 Penalty: 3683.503906
	Iteration 37Q: 3 clusters Score -1.0323e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -10323275.000000 Penalty: 3683.503906
	Iteration 38Q: 3 clusters Score -1.032328e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -10323397.000000 Penalty: 3683.503906
	Iteration 39Q: 3 clusters Score -1.03234e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -10323627.000000 Penalty: 3683.503906
	Iteration 40F: 3 clusters Score -1.032363e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -10323882.000000 Penalty: 3683.503906
	Iteration 41Q: 3 clusters Score -1.032388e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -10324142.000000 Penalty: 3683.503906
	Iteration 42Q: 3 clusters Score -1.032414e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -10324455.000000 Penalty: 3683.503906
	Iteration 43Q: 3 clusters Score -1.032446e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -10324670.000000 Penalty: 3683.503906
	Iteration 44Q: 3 clusters Score -1.032467e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64933 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -10324838.000000 Penalty: 3683.503906
	Iteration 45Q: 3 clusters Score -1.032484e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -10325013.000000 Penalty: 3683.503906
	Iteration 46Q: 3 clusters Score -1.032501e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -10325160.000000 Penalty: 3683.503906
	Iteration 47Q: 3 clusters Score -1.032516e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67461 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -10325340.000000 Penalty: 3683.503906
	Iteration 48Q: 3 clusters Score -1.032534e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -10325470.000000 Penalty: 3683.503906
	Iteration 49Q: 3 clusters Score -1.032547e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -10325572.000000 Penalty: 3683.503906
	Iteration 50Q: 3 clusters Score -1.032557e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -10325677.000000 Penalty: 3683.503906
	Iteration 51Q: 3 clusters Score -1.032568e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -10325830.000000 Penalty: 3683.503906
	Iteration 52Q: 3 clusters Score -1.032583e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -10325889.000000 Penalty: 3683.503906
	Iteration 53Q: 3 clusters Score -1.032589e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71414 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -10325944.000000 Penalty: 3683.503906
	Iteration 54Q: 3 clusters Score -1.032594e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -10326006.000000 Penalty: 3683.503906
	Iteration 55Q: 3 clusters Score -1.032601e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72576 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -10326073.000000 Penalty: 3683.503906
	Iteration 56Q: 3 clusters Score -1.032607e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73138 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -10326153.000000 Penalty: 3683.503906
	Iteration 57Q: 3 clusters Score -1.032615e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73618 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -10326179.000000 Penalty: 3683.503906
	Iteration 58Q: 3 clusters Score -1.032618e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74063 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -10326224.000000 Penalty: 3683.503906
	Iteration 59Q: 3 clusters Score -1.032622e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -10326275.000000 Penalty: 3683.503906
	Iteration 60F: 3 clusters Score -1.032628e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -10326282.000000 Penalty: 3683.503906
	Iteration 61Q: 3 clusters Score -1.032628e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -10326294.000000 Penalty: 3683.503906
	Iteration 62Q: 3 clusters Score -1.032629e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75560 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -10326282.000000 Penalty: 3683.503906
	Iteration 63Q: 3 clusters Score -1.032628e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -10326345.000000 Penalty: 3683.503906
	Iteration 64Q: 3 clusters Score -1.032634e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76275 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -10326396.000000 Penalty: 3683.503906
	Iteration 65Q: 3 clusters Score -1.03264e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76618 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -10326460.000000 Penalty: 3683.503906
	Iteration 66Q: 3 clusters Score -1.032646e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -10326475.000000 Penalty: 3683.503906
	Iteration 67Q: 3 clusters Score -1.032648e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -10326527.000000 Penalty: 3683.503906
	Iteration 68Q: 3 clusters Score -1.032653e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -10326581.000000 Penalty: 3683.503906
	Iteration 69Q: 3 clusters Score -1.032658e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77885 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -10326623.000000 Penalty: 3683.503906
	Iteration 70Q: 3 clusters Score -1.032662e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -10326672.000000 Penalty: 3683.503906
	Iteration 71Q: 3 clusters Score -1.032667e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -10326658.000000 Penalty: 3683.503906
	Iteration 72Q: 3 clusters Score -1.032666e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78716 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -10326667.000000 Penalty: 3683.503906
	Iteration 73Q: 3 clusters Score -1.032667e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78962 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -10326696.000000 Penalty: 3683.503906
	Iteration 74Q: 3 clusters Score -1.03267e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79207 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -10326728.000000 Penalty: 3683.503906
	Iteration 75Q: 3 clusters Score -1.032673e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -10326769.000000 Penalty: 3683.503906
	Iteration 76Q: 3 clusters Score -1.032677e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -10326819.000000 Penalty: 3683.503906
	Iteration 77Q: 3 clusters Score -1.032682e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -10326864.000000 Penalty: 3683.503906
	Iteration 78Q: 3 clusters Score -1.032686e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -10326926.000000 Penalty: 3683.503906
	Iteration 79Q: 3 clusters Score -1.032693e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -10326954.000000 Penalty: 3683.503906
	Iteration 80F: 3 clusters Score -1.032695e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -10326982.000000 Penalty: 3683.503906
	Iteration 81Q: 3 clusters Score -1.032698e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -10327015.000000 Penalty: 3683.503906
	Iteration 82Q: 3 clusters Score -1.032702e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80922 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -10327063.000000 Penalty: 3683.503906
	Iteration 83Q: 3 clusters Score -1.032706e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -10327075.000000 Penalty: 3683.503906
	Iteration 84Q: 3 clusters Score -1.032708e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81191 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -10327080.000000 Penalty: 3683.503906
	Iteration 85Q: 3 clusters Score -1.032708e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -10327112.000000 Penalty: 3683.503906
	Iteration 86Q: 3 clusters Score -1.032711e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -10327119.000000 Penalty: 3683.503906
	Iteration 87Q: 3 clusters Score -1.032712e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -10327142.000000 Penalty: 3683.503906
	Iteration 88Q: 3 clusters Score -1.032714e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -10327160.000000 Penalty: 3683.503906
	Iteration 89Q: 3 clusters Score -1.032716e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -10327203.000000 Penalty: 3683.503906
	Iteration 90Q: 3 clusters Score -1.03272e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -10327226.000000 Penalty: 3683.503906
	Iteration 91Q: 3 clusters Score -1.032723e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81842 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -10327250.000000 Penalty: 3683.503906
	Iteration 92Q: 3 clusters Score -1.032725e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -10327275.000000 Penalty: 3683.503906
	Iteration 93Q: 3 clusters Score -1.032728e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81933 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -10327270.000000 Penalty: 3683.503906
	Iteration 94Q: 3 clusters Score -1.032727e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -10327267.000000 Penalty: 3683.503906
	Iteration 95Q: 3 clusters Score -1.032727e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -10327279.000000 Penalty: 3683.503906
	Iteration 96Q: 3 clusters Score -1.032728e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -10327286.000000 Penalty: 3683.503906
	Iteration 97Q: 3 clusters Score -1.032729e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -10327285.000000 Penalty: 3683.503906
	Iteration 98Q: 3 clusters Score -1.032728e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -10327298.000000 Penalty: 3683.503906
	Iteration 99Q: 3 clusters Score -1.03273e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -10327304.000000 Penalty: 3683.503906
	Iteration 100F: 3 clusters Score -1.03273e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -10327314.000000 Penalty: 3683.503906
	Iteration 101Q: 3 clusters Score -1.032731e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -10327328.000000 Penalty: 3683.503906
	Iteration 102Q: 3 clusters Score -1.032733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10327319.000000 Penalty: 3683.503906
	Iteration 103Q: 3 clusters Score -1.032732e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -10327340.000000 Penalty: 3683.503906
	Iteration 104Q: 3 clusters Score -1.032734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10327339.000000 Penalty: 3683.503906
	Iteration 105Q: 3 clusters Score -1.032734e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82261 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -10327351.000000 Penalty: 3683.503906
	Iteration 106Q: 3 clusters Score -1.032735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -10327351.000000 Penalty: 3683.503906
	Iteration 107Q: 3 clusters Score -1.032735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82290 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -10327349.000000 Penalty: 3683.503906
	Iteration 108Q: 3 clusters Score -1.032735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -10327352.000000 Penalty: 3683.503906
	Iteration 109Q: 3 clusters Score -1.032735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82310 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10327357.000000 Penalty: 3683.503906
	Iteration 110Q: 3 clusters Score -1.032736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10327358.000000 Penalty: 3683.503906
	Iteration 111Q: 3 clusters Score -1.032736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -10327363.000000 Penalty: 3683.503906
	Iteration 112Q: 3 clusters Score -1.032736e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10327383.000000 Penalty: 3683.503906
	Iteration 113Q: 3 clusters Score -1.032738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -10327376.000000 Penalty: 3683.503906
	Iteration 114Q: 3 clusters Score -1.032738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -10327380.000000 Penalty: 3683.503906
	Iteration 115Q: 3 clusters Score -1.032738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -10327390.000000 Penalty: 3683.503906
	Iteration 116Q: 3 clusters Score -1.032739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10327394.000000 Penalty: 3683.503906
	Iteration 117Q: 3 clusters Score -1.032739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10327399.000000 Penalty: 3683.503906
	Iteration 118Q: 3 clusters Score -1.03274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10327415.000000 Penalty: 3683.503906
	Iteration 119Q: 3 clusters Score -1.032742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82441 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -10327436.000000 Penalty: 3683.503906
	Iteration 120F: 3 clusters Score -1.032744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -10327423.000000 Penalty: 3683.503906
	Iteration 121Q: 3 clusters Score -1.032742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10327431.000000 Penalty: 3683.503906
	Iteration 122Q: 3 clusters Score -1.032743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -10327433.000000 Penalty: 3683.503906
	Iteration 123Q: 3 clusters Score -1.032743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82487 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10327424.000000 Penalty: 3683.503906
	Iteration 124Q: 3 clusters Score -1.032742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -10327438.000000 Penalty: 3683.503906
	Iteration 125Q: 3 clusters Score -1.032744e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -10327444.000000 Penalty: 3683.503906
	Iteration 126Q: 3 clusters Score -1.032744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82521 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10327438.000000 Penalty: 3683.503906
	Iteration 127Q: 3 clusters Score -1.032744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10327443.000000 Penalty: 3683.503906
	Iteration 128Q: 3 clusters Score -1.032744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10327457.000000 Penalty: 3683.503906
	Iteration 129Q: 3 clusters Score -1.032746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82542 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -10327454.000000 Penalty: 3683.503906
	Iteration 130Q: 3 clusters Score -1.032745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10327447.000000 Penalty: 3683.503906
	Iteration 131Q: 3 clusters Score -1.032745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10327459.000000 Penalty: 3683.503906
	Iteration 132Q: 3 clusters Score -1.032746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10327452.000000 Penalty: 3683.503906
	Iteration 133Q: 3 clusters Score -1.032745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10327455.000000 Penalty: 3683.503906
	Iteration 134Q: 3 clusters Score -1.032746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82557 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10327444.000000 Penalty: 3683.503906
	Iteration 135Q: 3 clusters Score -1.032744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82558 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10327445.000000 Penalty: 3683.503906
	Iteration 136Q: 3 clusters Score -1.032744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82558 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10327445.000000 Penalty: 3683.503906
	Iteration 137F: 3 clusters Score -1.032744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Entering Unmasked Estep 
Score: -710483.375000 Penalty: 1405.506958
	Iteration 0F: 2 clusters Score -710483.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -706091.750000 Penalty: 2811.013916
	Iteration 0F: 3 clusters Score -706091.8 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -707325.312500 Penalty: 2811.013916
	Iteration 1F: 3 clusters Score -707325.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -707484.312500 Penalty: 2811.013916
	Iteration 2F: 3 clusters Score -707484.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -707623.500000 Penalty: 2811.013916
	Iteration 3F: 3 clusters Score -707623.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -707748.437500 Penalty: 2811.013916
	Iteration 4Q: 3 clusters Score -707748.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -707868.312500 Penalty: 2811.013916
	Iteration 5Q: 3 clusters Score -707868.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -707968.062500 Penalty: 2811.013916
	Iteration 6Q: 3 clusters Score -707968.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -708066.625000 Penalty: 2811.013916
	Iteration 7Q: 3 clusters Score -708066.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -708175.625000 Penalty: 2811.013916
	Iteration 8Q: 3 clusters Score -708175.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -708282.375000 Penalty: 2811.013916
	Iteration 9Q: 3 clusters Score -708282.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -708369.000000 Penalty: 2811.013916
	Iteration 10Q: 3 clusters Score -708369 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -708452.125000 Penalty: 2811.013916
	Iteration 11Q: 3 clusters Score -708452.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -708549.375000 Penalty: 2811.013916
	Iteration 12Q: 3 clusters Score -708549.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -708652.687500 Penalty: 2811.013916
	Iteration 13Q: 3 clusters Score -708652.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -708731.562500 Penalty: 2811.013916
	Iteration 14Q: 3 clusters Score -708731.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -708799.000000 Penalty: 2811.013916
	Iteration 15Q: 3 clusters Score -708799 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -708862.125000 Penalty: 2811.013916
	Iteration 16Q: 3 clusters Score -708862.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -708914.250000 Penalty: 2811.013916
	Iteration 17Q: 3 clusters Score -708914.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -708963.312500 Penalty: 2811.013916
	Iteration 18Q: 3 clusters Score -708963.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -709008.437500 Penalty: 2811.013916
	Iteration 19Q: 3 clusters Score -709008.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -709052.625000 Penalty: 2811.013916
	Iteration 20F: 3 clusters Score -709052.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -709084.000000 Penalty: 2811.013916
	Iteration 21Q: 3 clusters Score -709084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -709113.687500 Penalty: 2811.013916
	Iteration 22Q: 3 clusters Score -709113.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -709128.562500 Penalty: 2811.013916
	Iteration 23Q: 3 clusters Score -709128.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -709143.562500 Penalty: 2811.013916
	Iteration 24Q: 3 clusters Score -709143.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -709158.937500 Penalty: 2811.013916
	Iteration 25Q: 3 clusters Score -709158.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -709175.500000 Penalty: 2811.013916
	Iteration 26Q: 3 clusters Score -709175.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -709186.937500 Penalty: 2811.013916
	Iteration 27Q: 3 clusters Score -709186.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -709198.312500 Penalty: 2811.013916
	Iteration 28Q: 3 clusters Score -709198.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -709205.187500 Penalty: 2811.013916
	Iteration 29Q: 3 clusters Score -709205.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -709210.437500 Penalty: 2811.013916
	Iteration 30Q: 3 clusters Score -709210.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -709214.750000 Penalty: 2811.013916
	Iteration 31Q: 3 clusters Score -709214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -709220.312500 Penalty: 2811.013916
	Iteration 32Q: 3 clusters Score -709220.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -709228.500000 Penalty: 2811.013916
	Iteration 33Q: 3 clusters Score -709228.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -709234.375000 Penalty: 2811.013916
	Iteration 34Q: 3 clusters Score -709234.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -709239.562500 Penalty: 2811.013916
	Iteration 35Q: 3 clusters Score -709239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -709242.312500 Penalty: 2811.013916
	Iteration 36Q: 3 clusters Score -709242.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -709247.250000 Penalty: 2811.013916
	Iteration 37Q: 3 clusters Score -709247.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -709247.000000 Penalty: 2811.013916
	Iteration 38Q: 3 clusters Score -709247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -709248.437500 Penalty: 2811.013916
	Iteration 39Q: 3 clusters Score -709248.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -709249.687500 Penalty: 2811.013916
	Iteration 40F: 3 clusters Score -709249.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -709253.000000 Penalty: 2811.013916
	Iteration 41Q: 3 clusters Score -709253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -709256.875000 Penalty: 2811.013916
	Iteration 42Q: 3 clusters Score -709256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -709257.750000 Penalty: 2811.013916
	Iteration 43Q: 3 clusters Score -709257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -709260.125000 Penalty: 2811.013916
	Iteration 44Q: 3 clusters Score -709260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -709262.562500 Penalty: 2811.013916
	Iteration 45Q: 3 clusters Score -709262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -709264.312500 Penalty: 2811.013916
	Iteration 46Q: 3 clusters Score -709264.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -709266.375000 Penalty: 2811.013916
	Iteration 47Q: 3 clusters Score -709266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -709267.625000 Penalty: 2811.013916
	Iteration 48Q: 3 clusters Score -709267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -709268.000000 Penalty: 2811.013916
	Iteration 49Q: 3 clusters Score -709268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -709268.000000 Penalty: 2811.013916
	Iteration 50F: 3 clusters Score -709268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Entering Unmasked Estep 
Score: -3808163.250000 Penalty: 1677.933472
	Iteration 0F: 2 clusters Score -3808163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3787473.750000 Penalty: 3355.866943
	Iteration 0F: 3 clusters Score -3787474 nChanged 14137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3795298.500000 Penalty: 3355.866943
	Iteration 1F: 3 clusters Score -3795298 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -3795604.250000 Penalty: 3355.866943
	Iteration 2Q: 3 clusters Score -3795604 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3795930.000000 Penalty: 3355.866943
	Iteration 3Q: 3 clusters Score -3795930 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3796226.500000 Penalty: 3355.866943
	Iteration 4Q: 3 clusters Score -3796226 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -3796582.750000 Penalty: 3355.866943
	Iteration 5Q: 3 clusters Score -3796583 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3797089.750000 Penalty: 3355.866943
	Iteration 6Q: 3 clusters Score -3797090 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3797770.750000 Penalty: 3355.866943
	Iteration 7Q: 3 clusters Score -3797771 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3798844.500000 Penalty: 3355.866943
	Iteration 8F: 3 clusters Score -3798844 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3800363.250000 Penalty: 3355.866943
	Iteration 9F: 3 clusters Score -3800363 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3802348.000000 Penalty: 3355.866943
	Iteration 10F: 3 clusters Score -3802348 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3804191.500000 Penalty: 3355.866943
	Iteration 11F: 3 clusters Score -3804192 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3805437.500000 Penalty: 3355.866943
	Iteration 12Q: 3 clusters Score -3805438 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -3806112.750000 Penalty: 3355.866943
	Iteration 13Q: 3 clusters Score -3806113 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -3806389.000000 Penalty: 3355.866943
	Iteration 14Q: 3 clusters Score -3806389 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -3806506.000000 Penalty: 3355.866943
	Iteration 15Q: 3 clusters Score -3806506 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -3806573.500000 Penalty: 3355.866943
	Iteration 16Q: 3 clusters Score -3806574 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3806630.250000 Penalty: 3355.866943
	Iteration 17Q: 3 clusters Score -3806630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -3806660.750000 Penalty: 3355.866943
	Iteration 18Q: 3 clusters Score -3806661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -3806687.250000 Penalty: 3355.866943
	Iteration 19Q: 3 clusters Score -3806687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3806711.250000 Penalty: 3355.866943
	Iteration 20F: 3 clusters Score -3806711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3806725.750000 Penalty: 3355.866943
	Iteration 21Q: 3 clusters Score -3806726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3806745.250000 Penalty: 3355.866943
	Iteration 22Q: 3 clusters Score -3806745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -3806763.000000 Penalty: 3355.866943
	Iteration 23Q: 3 clusters Score -3806763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3806769.750000 Penalty: 3355.866943
	Iteration 24Q: 3 clusters Score -3806770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3806769.250000 Penalty: 3355.866943
	Iteration 25Q: 3 clusters Score -3806769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3806773.750000 Penalty: 3355.866943
	Iteration 26Q: 3 clusters Score -3806774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3806775.500000 Penalty: 3355.866943
	Iteration 27Q: 3 clusters Score -3806776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3806775.500000 Penalty: 3355.866943
	Iteration 28F: 3 clusters Score -3806776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Entering Unmasked Estep 
Score: -3354205.750000 Penalty: 1656.444458
	Iteration 0F: 2 clusters Score -3354206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3336081.500000 Penalty: 3312.888916
	Iteration 0F: 3 clusters Score -3336082 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3342801.250000 Penalty: 3312.888916
	Iteration 1F: 3 clusters Score -3342801 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3343161.750000 Penalty: 3312.888916
	Iteration 2Q: 3 clusters Score -3343162 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -3343580.250000 Penalty: 3312.888916
	Iteration 3Q: 3 clusters Score -3343580 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3344204.250000 Penalty: 3312.888916
	Iteration 4Q: 3 clusters Score -3344204 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3345153.750000 Penalty: 3312.888916
	Iteration 5F: 3 clusters Score -3345154 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -3346483.000000 Penalty: 3312.888916
	Iteration 6F: 3 clusters Score -3346483 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -3348399.750000 Penalty: 3312.888916
	Iteration 7F: 3 clusters Score -3348400 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3350259.000000 Penalty: 3312.888916
	Iteration 8F: 3 clusters Score -3350259 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3351517.000000 Penalty: 3312.888916
	Iteration 9Q: 3 clusters Score -3351517 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3352137.250000 Penalty: 3312.888916
	Iteration 10Q: 3 clusters Score -3352137 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3352448.250000 Penalty: 3312.888916
	Iteration 11Q: 3 clusters Score -3352448 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3352581.750000 Penalty: 3312.888916
	Iteration 12Q: 3 clusters Score -3352582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3352651.250000 Penalty: 3312.888916
	Iteration 13Q: 3 clusters Score -3352651 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3352692.750000 Penalty: 3312.888916
	Iteration 14Q: 3 clusters Score -3352693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3352713.500000 Penalty: 3312.888916
	Iteration 15Q: 3 clusters Score -3352714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3352717.500000 Penalty: 3312.888916
	Iteration 16Q: 3 clusters Score -3352718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3352723.500000 Penalty: 3312.888916
	Iteration 17Q: 3 clusters Score -3352724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3352730.750000 Penalty: 3312.888916
	Iteration 18Q: 3 clusters Score -3352731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3352736.500000 Penalty: 3312.888916
	Iteration 19Q: 3 clusters Score -3352736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3352737.250000 Penalty: 3312.888916
	Iteration 20F: 3 clusters Score -3352737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3352740.750000 Penalty: 3312.888916
	Iteration 21Q: 3 clusters Score -3352741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3352744.000000 Penalty: 3312.888916
	Iteration 22Q: 3 clusters Score -3352744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3352744.000000 Penalty: 3312.888916
	Iteration 23F: 3 clusters Score -3352744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Entering Unmasked Estep 
Score: -761341.687500 Penalty: 1425.523926
	Iteration 0F: 2 clusters Score -761341.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -756395.125000 Penalty: 2851.047852
	Iteration 0F: 3 clusters Score -756395.1 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -757967.437500 Penalty: 2851.047852
	Iteration 1F: 3 clusters Score -757967.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -758239.625000 Penalty: 2851.047852
	Iteration 2F: 3 clusters Score -758239.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -758442.937500 Penalty: 2851.047852
	Iteration 3F: 3 clusters Score -758442.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -758611.437500 Penalty: 2851.047852
	Iteration 4Q: 3 clusters Score -758611.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -758767.625000 Penalty: 2851.047852
	Iteration 5Q: 3 clusters Score -758767.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -758906.750000 Penalty: 2851.047852
	Iteration 6Q: 3 clusters Score -758906.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -759038.687500 Penalty: 2851.047852
	Iteration 7Q: 3 clusters Score -759038.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -759166.250000 Penalty: 2851.047852
	Iteration 8Q: 3 clusters Score -759166.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -759314.625000 Penalty: 2851.047852
	Iteration 9Q: 3 clusters Score -759314.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -759456.375000 Penalty: 2851.047852
	Iteration 10Q: 3 clusters Score -759456.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -759603.312500 Penalty: 2851.047852
	Iteration 11Q: 3 clusters Score -759603.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -759752.687500 Penalty: 2851.047852
	Iteration 12Q: 3 clusters Score -759752.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -759891.687500 Penalty: 2851.047852
	Iteration 13Q: 3 clusters Score -759891.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -760001.875000 Penalty: 2851.047852
	Iteration 14Q: 3 clusters Score -760001.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -760088.250000 Penalty: 2851.047852
	Iteration 15Q: 3 clusters Score -760088.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -760151.625000 Penalty: 2851.047852
	Iteration 16Q: 3 clusters Score -760151.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -760200.437500 Penalty: 2851.047852
	Iteration 17Q: 3 clusters Score -760200.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -760231.312500 Penalty: 2851.047852
	Iteration 18Q: 3 clusters Score -760231.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -760259.750000 Penalty: 2851.047852
	Iteration 19Q: 3 clusters Score -760259.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -760277.312500 Penalty: 2851.047852
	Iteration 20F: 3 clusters Score -760277.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -760296.750000 Penalty: 2851.047852
	Iteration 21Q: 3 clusters Score -760296.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -760302.750000 Penalty: 2851.047852
	Iteration 22Q: 3 clusters Score -760302.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -760311.375000 Penalty: 2851.047852
	Iteration 23Q: 3 clusters Score -760311.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -760319.437500 Penalty: 2851.047852
	Iteration 24Q: 3 clusters Score -760319.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -760327.312500 Penalty: 2851.047852
	Iteration 25Q: 3 clusters Score -760327.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -760337.625000 Penalty: 2851.047852
	Iteration 26Q: 3 clusters Score -760337.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -760342.312500 Penalty: 2851.047852
	Iteration 27Q: 3 clusters Score -760342.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -760347.437500 Penalty: 2851.047852
	Iteration 28Q: 3 clusters Score -760347.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -760351.812500 Penalty: 2851.047852
	Iteration 29Q: 3 clusters Score -760351.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -760358.500000 Penalty: 2851.047852
	Iteration 30Q: 3 clusters Score -760358.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -760365.500000 Penalty: 2851.047852
	Iteration 31Q: 3 clusters Score -760365.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -760367.375000 Penalty: 2851.047852
	Iteration 32Q: 3 clusters Score -760367.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -760370.937500 Penalty: 2851.047852
	Iteration 33Q: 3 clusters Score -760370.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -760374.062500 Penalty: 2851.047852
	Iteration 34Q: 3 clusters Score -760374.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -760377.437500 Penalty: 2851.047852
	Iteration 35Q: 3 clusters Score -760377.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -760376.437500 Penalty: 2851.047852
	Iteration 36Q: 3 clusters Score -760376.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -760377.125000 Penalty: 2851.047852
	Iteration 37Q: 3 clusters Score -760377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -760379.625000 Penalty: 2851.047852
	Iteration 38Q: 3 clusters Score -760379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -760380.375000 Penalty: 2851.047852
	Iteration 39Q: 3 clusters Score -760380.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -760380.375000 Penalty: 2851.047852
	Iteration 40F: 3 clusters Score -760380.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Entering Unmasked Estep 
Score: -8816985.000000 Penalty: 1812.737305
	Iteration 0F: 2 clusters Score -8816985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -8771761.000000 Penalty: 3625.474609
	Iteration 0F: 3 clusters Score -8771761 nChanged 33061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -8790391.000000 Penalty: 3625.474609
	Iteration 1F: 3 clusters Score -8790391 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -8790801.000000 Penalty: 3625.474609
	Iteration 2Q: 3 clusters Score -8790801 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -8791284.000000 Penalty: 3625.474609
	Iteration 3Q: 3 clusters Score -8791284 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -8791870.000000 Penalty: 3625.474609
	Iteration 4Q: 3 clusters Score -8791870 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -8792791.000000 Penalty: 3625.474609
	Iteration 5Q: 3 clusters Score -8792791 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -8794100.000000 Penalty: 3625.474609
	Iteration 6Q: 3 clusters Score -8794100 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -8796386.000000 Penalty: 3625.474609
	Iteration 7F: 3 clusters Score -8796386 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -8800130.000000 Penalty: 3625.474609
	Iteration 8F: 3 clusters Score -8800130 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -8805107.000000 Penalty: 3625.474609
	Iteration 9F: 3 clusters Score -8805107 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -8809800.000000 Penalty: 3625.474609
	Iteration 10F: 3 clusters Score -8809800 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -8812897.000000 Penalty: 3625.474609
	Iteration 11F: 3 clusters Score -8812897 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 67956 members 
Entering Unmasked Estep 
Score: -8814404.000000 Penalty: 3625.474609
	Iteration 12Q: 3 clusters Score -8814404 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -8814972.000000 Penalty: 3625.474609
	Iteration 13Q: 3 clusters Score -8814972 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -8815226.000000 Penalty: 3625.474609
	Iteration 14Q: 3 clusters Score -8815226 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 69199 members 
Entering Unmasked Estep 
Score: -8815355.000000 Penalty: 3625.474609
	Iteration 15Q: 3 clusters Score -8815355 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 69277 members 
Entering Unmasked Estep 
Score: -8815434.000000 Penalty: 3625.474609
	Iteration 16Q: 3 clusters Score -8815434 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -8815471.000000 Penalty: 3625.474609
	Iteration 17Q: 3 clusters Score -8815471 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -8815514.000000 Penalty: 3625.474609
	Iteration 18Q: 3 clusters Score -8815514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -8815538.000000 Penalty: 3625.474609
	Iteration 19Q: 3 clusters Score -8815538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -8815568.000000 Penalty: 3625.474609
	Iteration 20F: 3 clusters Score -8815568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -8815589.000000 Penalty: 3625.474609
	Iteration 21Q: 3 clusters Score -8815589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -8815597.000000 Penalty: 3625.474609
	Iteration 22Q: 3 clusters Score -8815597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 69378 members 
Entering Unmasked Estep 
Score: -8815602.000000 Penalty: 3625.474609
	Iteration 23Q: 3 clusters Score -8815602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -8815608.000000 Penalty: 3625.474609
	Iteration 24Q: 3 clusters Score -8815608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -8815613.000000 Penalty: 3625.474609
	Iteration 25Q: 3 clusters Score -8815613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -8815611.000000 Penalty: 3625.474609
	Iteration 26Q: 3 clusters Score -8815611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -8815620.000000 Penalty: 3625.474609
	Iteration 27Q: 3 clusters Score -8815620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -8815626.000000 Penalty: 3625.474609
	Iteration 28Q: 3 clusters Score -8815626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -8815625.000000 Penalty: 3625.474609
	Iteration 29Q: 3 clusters Score -8815625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -8815638.000000 Penalty: 3625.474609
	Iteration 30Q: 3 clusters Score -8815638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -8815643.000000 Penalty: 3625.474609
	Iteration 31Q: 3 clusters Score -8815643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -8815640.000000 Penalty: 3625.474609
	Iteration 32Q: 3 clusters Score -8815640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -8815640.000000 Penalty: 3625.474609
	Iteration 33Q: 3 clusters Score -8815640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -8815639.000000 Penalty: 3625.474609
	Iteration 34Q: 3 clusters Score -8815639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -8815639.000000 Penalty: 3625.474609
	Iteration 35F: 3 clusters Score -8815639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Entering Unmasked Estep 
Score: -196301.093750 Penalty: 1199.999146
	Iteration 0F: 2 clusters Score -196301.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -194434.921875 Penalty: 2399.998291
	Iteration 0F: 3 clusters Score -194434.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -194783.343750 Penalty: 2399.998291
	Iteration 1F: 3 clusters Score -194783.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -194881.375000 Penalty: 2399.998291
	Iteration 2F: 3 clusters Score -194881.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -194938.984375 Penalty: 2399.998291
	Iteration 3Q: 3 clusters Score -194939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -194979.015625 Penalty: 2399.998291
	Iteration 4Q: 3 clusters Score -194979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -195010.359375 Penalty: 2399.998291
	Iteration 5Q: 3 clusters Score -195010.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -195032.000000 Penalty: 2399.998291
	Iteration 6Q: 3 clusters Score -195032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -195042.156250 Penalty: 2399.998291
	Iteration 7Q: 3 clusters Score -195042.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -195051.828125 Penalty: 2399.998291
	Iteration 8Q: 3 clusters Score -195051.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -195055.484375 Penalty: 2399.998291
	Iteration 9Q: 3 clusters Score -195055.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -195059.156250 Penalty: 2399.998291
	Iteration 10Q: 3 clusters Score -195059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -195063.328125 Penalty: 2399.998291
	Iteration 11Q: 3 clusters Score -195063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -195067.875000 Penalty: 2399.998291
	Iteration 12Q: 3 clusters Score -195067.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -195071.046875 Penalty: 2399.998291
	Iteration 13Q: 3 clusters Score -195071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -195074.171875 Penalty: 2399.998291
	Iteration 14Q: 3 clusters Score -195074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -195076.078125 Penalty: 2399.998291
	Iteration 15Q: 3 clusters Score -195076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -195078.328125 Penalty: 2399.998291
	Iteration 16Q: 3 clusters Score -195078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -195080.359375 Penalty: 2399.998291
	Iteration 17Q: 3 clusters Score -195080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -195081.453125 Penalty: 2399.998291
	Iteration 18Q: 3 clusters Score -195081.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -195081.968750 Penalty: 2399.998291
	Iteration 19Q: 3 clusters Score -195082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -195081.968750 Penalty: 2399.998291
	Iteration 20F: 3 clusters Score -195082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Entering Unmasked Estep 
Score: -364304.937500 Penalty: 1299.456299
	Iteration 0F: 2 clusters Score -364304.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -361603.656250 Penalty: 2598.912598
	Iteration 0F: 3 clusters Score -361603.7 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -362226.625000 Penalty: 2598.912598
	Iteration 1F: 3 clusters Score -362226.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -362422.000000 Penalty: 2598.912598
	Iteration 2F: 3 clusters Score -362422 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -362578.750000 Penalty: 2598.912598
	Iteration 3F: 3 clusters Score -362578.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -362686.093750 Penalty: 2598.912598
	Iteration 4F: 3 clusters Score -362686.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -362781.781250 Penalty: 2598.912598
	Iteration 5Q: 3 clusters Score -362781.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -362878.718750 Penalty: 2598.912598
	Iteration 6Q: 3 clusters Score -362878.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -362997.718750 Penalty: 2598.912598
	Iteration 7Q: 3 clusters Score -362997.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -363132.906250 Penalty: 2598.912598
	Iteration 8Q: 3 clusters Score -363132.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -363249.125000 Penalty: 2598.912598
	Iteration 9Q: 3 clusters Score -363249.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -363366.187500 Penalty: 2598.912598
	Iteration 10Q: 3 clusters Score -363366.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -363457.031250 Penalty: 2598.912598
	Iteration 11Q: 3 clusters Score -363457 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -363526.875000 Penalty: 2598.912598
	Iteration 12Q: 3 clusters Score -363526.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -363572.531250 Penalty: 2598.912598
	Iteration 13Q: 3 clusters Score -363572.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -363597.406250 Penalty: 2598.912598
	Iteration 14Q: 3 clusters Score -363597.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -363613.187500 Penalty: 2598.912598
	Iteration 15Q: 3 clusters Score -363613.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -363624.937500 Penalty: 2598.912598
	Iteration 16Q: 3 clusters Score -363624.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -363628.750000 Penalty: 2598.912598
	Iteration 17Q: 3 clusters Score -363628.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -363631.187500 Penalty: 2598.912598
	Iteration 18Q: 3 clusters Score -363631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -363634.500000 Penalty: 2598.912598
	Iteration 19Q: 3 clusters Score -363634.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -363637.187500 Penalty: 2598.912598
	Iteration 20F: 3 clusters Score -363637.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -363641.375000 Penalty: 2598.912598
	Iteration 21Q: 3 clusters Score -363641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -363642.812500 Penalty: 2598.912598
	Iteration 22Q: 3 clusters Score -363642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -363643.593750 Penalty: 2598.912598
	Iteration 23Q: 3 clusters Score -363643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -363644.375000 Penalty: 2598.912598
	Iteration 24Q: 3 clusters Score -363644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -363645.437500 Penalty: 2598.912598
	Iteration 25Q: 3 clusters Score -363645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -363646.656250 Penalty: 2598.912598
	Iteration 26Q: 3 clusters Score -363646.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -363646.656250 Penalty: 2598.912598
	Iteration 27F: 3 clusters Score -363646.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Entering Unmasked Estep 
Score: -1959823.625000 Penalty: 1567.718506
	Iteration 0F: 2 clusters Score -1959824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1949149.500000 Penalty: 3135.437012
	Iteration 0F: 3 clusters Score -1949150 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1952867.750000 Penalty: 3135.437012
	Iteration 1F: 3 clusters Score -1952868 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1953111.875000 Penalty: 3135.437012
	Iteration 2Q: 3 clusters Score -1953112 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1953299.125000 Penalty: 3135.437012
	Iteration 3Q: 3 clusters Score -1953299 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1953454.250000 Penalty: 3135.437012
	Iteration 4Q: 3 clusters Score -1953454 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1953607.875000 Penalty: 3135.437012
	Iteration 5Q: 3 clusters Score -1953608 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1953756.125000 Penalty: 3135.437012
	Iteration 6Q: 3 clusters Score -1953756 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1953916.500000 Penalty: 3135.437012
	Iteration 7Q: 3 clusters Score -1953916 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1954135.000000 Penalty: 3135.437012
	Iteration 8Q: 3 clusters Score -1954135 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1954421.250000 Penalty: 3135.437012
	Iteration 9Q: 3 clusters Score -1954421 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1954818.750000 Penalty: 3135.437012
	Iteration 10Q: 3 clusters Score -1954819 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1955318.625000 Penalty: 3135.437012
	Iteration 11F: 3 clusters Score -1955319 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1955968.875000 Penalty: 3135.437012
	Iteration 12F: 3 clusters Score -1955969 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1956644.000000 Penalty: 3135.437012
	Iteration 13F: 3 clusters Score -1956644 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1957217.375000 Penalty: 3135.437012
	Iteration 14Q: 3 clusters Score -1957217 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1957621.375000 Penalty: 3135.437012
	Iteration 15Q: 3 clusters Score -1957621 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1957902.375000 Penalty: 3135.437012
	Iteration 16Q: 3 clusters Score -1957902 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1958096.875000 Penalty: 3135.437012
	Iteration 17Q: 3 clusters Score -1958097 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1958203.500000 Penalty: 3135.437012
	Iteration 18Q: 3 clusters Score -1958204 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1958276.625000 Penalty: 3135.437012
	Iteration 19Q: 3 clusters Score -1958277 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1958333.750000 Penalty: 3135.437012
	Iteration 20F: 3 clusters Score -1958334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1958355.625000 Penalty: 3135.437012
	Iteration 21Q: 3 clusters Score -1958356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1958379.750000 Penalty: 3135.437012
	Iteration 22Q: 3 clusters Score -1958380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1958395.625000 Penalty: 3135.437012
	Iteration 23Q: 3 clusters Score -1958396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1958403.875000 Penalty: 3135.437012
	Iteration 24Q: 3 clusters Score -1958404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1958406.250000 Penalty: 3135.437012
	Iteration 25Q: 3 clusters Score -1958406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1958414.750000 Penalty: 3135.437012
	Iteration 26Q: 3 clusters Score -1958415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1958417.375000 Penalty: 3135.437012
	Iteration 27Q: 3 clusters Score -1958417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1958425.250000 Penalty: 3135.437012
	Iteration 28Q: 3 clusters Score -1958425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1958434.250000 Penalty: 3135.437012
	Iteration 29Q: 3 clusters Score -1958434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1958442.125000 Penalty: 3135.437012
	Iteration 30Q: 3 clusters Score -1958442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1958445.500000 Penalty: 3135.437012
	Iteration 31Q: 3 clusters Score -1958446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1958448.125000 Penalty: 3135.437012
	Iteration 32Q: 3 clusters Score -1958448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1958453.250000 Penalty: 3135.437012
	Iteration 33Q: 3 clusters Score -1958453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1958453.000000 Penalty: 3135.437012
	Iteration 34Q: 3 clusters Score -1958453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1958455.625000 Penalty: 3135.437012
	Iteration 35Q: 3 clusters Score -1958456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1958455.625000 Penalty: 3135.437012
	Iteration 36F: 3 clusters Score -1958456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Entering Unmasked Estep 
Score: -595369.125000 Penalty: 1385.692993
	Iteration 0F: 2 clusters Score -595369.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -591338.875000 Penalty: 2771.385986
	Iteration 0F: 3 clusters Score -591338.9 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -592419.500000 Penalty: 2771.385986
	Iteration 1F: 3 clusters Score -592419.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -592587.312500 Penalty: 2771.385986
	Iteration 2F: 3 clusters Score -592587.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -592695.937500 Penalty: 2771.385986
	Iteration 3Q: 3 clusters Score -592695.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -592764.375000 Penalty: 2771.385986
	Iteration 4Q: 3 clusters Score -592764.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -592816.625000 Penalty: 2771.385986
	Iteration 5Q: 3 clusters Score -592816.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -592850.750000 Penalty: 2771.385986
	Iteration 6Q: 3 clusters Score -592850.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -592876.812500 Penalty: 2771.385986
	Iteration 7Q: 3 clusters Score -592876.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -592905.062500 Penalty: 2771.385986
	Iteration 8Q: 3 clusters Score -592905.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -592931.750000 Penalty: 2771.385986
	Iteration 9Q: 3 clusters Score -592931.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -592950.875000 Penalty: 2771.385986
	Iteration 10Q: 3 clusters Score -592950.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -592969.187500 Penalty: 2771.385986
	Iteration 11Q: 3 clusters Score -592969.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -592988.000000 Penalty: 2771.385986
	Iteration 12Q: 3 clusters Score -592988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -593000.937500 Penalty: 2771.385986
	Iteration 13Q: 3 clusters Score -593000.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -593013.312500 Penalty: 2771.385986
	Iteration 14Q: 3 clusters Score -593013.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -593028.937500 Penalty: 2771.385986
	Iteration 15Q: 3 clusters Score -593028.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -593041.875000 Penalty: 2771.385986
	Iteration 16Q: 3 clusters Score -593041.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -593058.687500 Penalty: 2771.385986
	Iteration 17Q: 3 clusters Score -593058.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -593079.000000 Penalty: 2771.385986
	Iteration 18Q: 3 clusters Score -593079 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -593100.687500 Penalty: 2771.385986
	Iteration 19Q: 3 clusters Score -593100.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -593125.937500 Penalty: 2771.385986
	Iteration 20F: 3 clusters Score -593125.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -593157.625000 Penalty: 2771.385986
	Iteration 21Q: 3 clusters Score -593157.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -593199.062500 Penalty: 2771.385986
	Iteration 22Q: 3 clusters Score -593199.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -593246.875000 Penalty: 2771.385986
	Iteration 23Q: 3 clusters Score -593246.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -593293.937500 Penalty: 2771.385986
	Iteration 24Q: 3 clusters Score -593293.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -593349.562500 Penalty: 2771.385986
	Iteration 25Q: 3 clusters Score -593349.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -593423.937500 Penalty: 2771.385986
	Iteration 26Q: 3 clusters Score -593423.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -593532.062500 Penalty: 2771.385986
	Iteration 27Q: 3 clusters Score -593532.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -593640.000000 Penalty: 2771.385986
	Iteration 28Q: 3 clusters Score -593640 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -593752.312500 Penalty: 2771.385986
	Iteration 29Q: 3 clusters Score -593752.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -593844.625000 Penalty: 2771.385986
	Iteration 30Q: 3 clusters Score -593844.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -593922.375000 Penalty: 2771.385986
	Iteration 31Q: 3 clusters Score -593922.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -593964.250000 Penalty: 2771.385986
	Iteration 32Q: 3 clusters Score -593964.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -593997.687500 Penalty: 2771.385986
	Iteration 33Q: 3 clusters Score -593997.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -594030.125000 Penalty: 2771.385986
	Iteration 34Q: 3 clusters Score -594030.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -594064.687500 Penalty: 2771.385986
	Iteration 35Q: 3 clusters Score -594064.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -594093.437500 Penalty: 2771.385986
	Iteration 36Q: 3 clusters Score -594093.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -594117.750000 Penalty: 2771.385986
	Iteration 37Q: 3 clusters Score -594117.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -594138.625000 Penalty: 2771.385986
	Iteration 38Q: 3 clusters Score -594138.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -594163.750000 Penalty: 2771.385986
	Iteration 39Q: 3 clusters Score -594163.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -594183.187500 Penalty: 2771.385986
	Iteration 40F: 3 clusters Score -594183.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -594193.312500 Penalty: 2771.385986
	Iteration 41Q: 3 clusters Score -594193.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -594197.750000 Penalty: 2771.385986
	Iteration 42Q: 3 clusters Score -594197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -594199.687500 Penalty: 2771.385986
	Iteration 43Q: 3 clusters Score -594199.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -594200.437500 Penalty: 2771.385986
	Iteration 44Q: 3 clusters Score -594200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -594201.312500 Penalty: 2771.385986
	Iteration 45Q: 3 clusters Score -594201.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -594201.312500 Penalty: 2771.385986
	Iteration 46F: 3 clusters Score -594201.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Entering Unmasked Estep 
Score: -382096.093750 Penalty: 1306.258179
	Iteration 0F: 2 clusters Score -382096.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -379304.312500 Penalty: 2612.516357
	Iteration 0F: 3 clusters Score -379304.3 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -379988.593750 Penalty: 2612.516357
	Iteration 1F: 3 clusters Score -379988.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -380125.968750 Penalty: 2612.516357
	Iteration 2F: 3 clusters Score -380126 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -380227.281250 Penalty: 2612.516357
	Iteration 3F: 3 clusters Score -380227.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -380304.562500 Penalty: 2612.516357
	Iteration 4Q: 3 clusters Score -380304.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -380364.437500 Penalty: 2612.516357
	Iteration 5Q: 3 clusters Score -380364.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -380424.437500 Penalty: 2612.516357
	Iteration 6Q: 3 clusters Score -380424.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -380469.343750 Penalty: 2612.516357
	Iteration 7Q: 3 clusters Score -380469.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -380510.593750 Penalty: 2612.516357
	Iteration 8Q: 3 clusters Score -380510.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -380550.062500 Penalty: 2612.516357
	Iteration 9Q: 3 clusters Score -380550.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -380573.218750 Penalty: 2612.516357
	Iteration 10Q: 3 clusters Score -380573.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -380593.187500 Penalty: 2612.516357
	Iteration 11Q: 3 clusters Score -380593.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -380608.625000 Penalty: 2612.516357
	Iteration 12Q: 3 clusters Score -380608.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -380623.562500 Penalty: 2612.516357
	Iteration 13Q: 3 clusters Score -380623.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -380642.093750 Penalty: 2612.516357
	Iteration 14Q: 3 clusters Score -380642.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -380657.500000 Penalty: 2612.516357
	Iteration 15Q: 3 clusters Score -380657.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -380666.562500 Penalty: 2612.516357
	Iteration 16Q: 3 clusters Score -380666.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -380674.843750 Penalty: 2612.516357
	Iteration 17Q: 3 clusters Score -380674.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -380682.625000 Penalty: 2612.516357
	Iteration 18Q: 3 clusters Score -380682.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -380690.656250 Penalty: 2612.516357
	Iteration 19Q: 3 clusters Score -380690.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -380700.500000 Penalty: 2612.516357
	Iteration 20F: 3 clusters Score -380700.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -380720.218750 Penalty: 2612.516357
	Iteration 21Q: 3 clusters Score -380720.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -380750.125000 Penalty: 2612.516357
	Iteration 22Q: 3 clusters Score -380750.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -380774.875000 Penalty: 2612.516357
	Iteration 23Q: 3 clusters Score -380774.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -380792.281250 Penalty: 2612.516357
	Iteration 24Q: 3 clusters Score -380792.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -380805.156250 Penalty: 2612.516357
	Iteration 25Q: 3 clusters Score -380805.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -380823.625000 Penalty: 2612.516357
	Iteration 26Q: 3 clusters Score -380823.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -380845.218750 Penalty: 2612.516357
	Iteration 27Q: 3 clusters Score -380845.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -380869.156250 Penalty: 2612.516357
	Iteration 28Q: 3 clusters Score -380869.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -380903.125000 Penalty: 2612.516357
	Iteration 29Q: 3 clusters Score -380903.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -380927.343750 Penalty: 2612.516357
	Iteration 30Q: 3 clusters Score -380927.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -380943.062500 Penalty: 2612.516357
	Iteration 31Q: 3 clusters Score -380943.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -380958.500000 Penalty: 2612.516357
	Iteration 32Q: 3 clusters Score -380958.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -380975.625000 Penalty: 2612.516357
	Iteration 33Q: 3 clusters Score -380975.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -380988.531250 Penalty: 2612.516357
	Iteration 34Q: 3 clusters Score -380988.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -380999.156250 Penalty: 2612.516357
	Iteration 35Q: 3 clusters Score -380999.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -381007.281250 Penalty: 2612.516357
	Iteration 36Q: 3 clusters Score -381007.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -381012.531250 Penalty: 2612.516357
	Iteration 37Q: 3 clusters Score -381012.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -381021.343750 Penalty: 2612.516357
	Iteration 38Q: 3 clusters Score -381021.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -381028.937500 Penalty: 2612.516357
	Iteration 39Q: 3 clusters Score -381028.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -381033.906250 Penalty: 2612.516357
	Iteration 40F: 3 clusters Score -381033.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -381042.250000 Penalty: 2612.516357
	Iteration 41Q: 3 clusters Score -381042.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -381048.687500 Penalty: 2612.516357
	Iteration 42Q: 3 clusters Score -381048.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -381050.781250 Penalty: 2612.516357
	Iteration 43Q: 3 clusters Score -381050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -381052.437500 Penalty: 2612.516357
	Iteration 44Q: 3 clusters Score -381052.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -381052.593750 Penalty: 2612.516357
	Iteration 45Q: 3 clusters Score -381052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -381052.968750 Penalty: 2612.516357
	Iteration 46Q: 3 clusters Score -381053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -381053.312500 Penalty: 2612.516357
	Iteration 47Q: 3 clusters Score -381053.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -381053.312500 Penalty: 2612.516357
	Iteration 48F: 3 clusters Score -381053.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -401360.343750 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -401360.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -398455.250000 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -398455.2 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -399176.781250 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -399176.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -399328.937500 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -399328.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -399412.281250 Penalty: 2636.083984
	Iteration 3Q: 3 clusters Score -399412.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -399470.812500 Penalty: 2636.083984
	Iteration 4Q: 3 clusters Score -399470.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -399509.468750 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -399509.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -399540.375000 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -399540.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -399572.687500 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -399572.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -399599.093750 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -399599.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -399618.468750 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -399618.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -399640.000000 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -399640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -399656.468750 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -399656.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -399671.656250 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -399671.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -399683.156250 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -399683.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -399696.187500 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -399696.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -399701.812500 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -399701.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -399706.781250 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -399706.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -399713.343750 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -399713.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -399719.781250 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -399719.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -399729.187500 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -399729.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -399736.500000 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -399736.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -399747.093750 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -399747.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -399763.062500 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -399763.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -399778.093750 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -399778.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -399793.875000 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -399793.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -399805.750000 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -399805.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -399817.156250 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -399817.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -399827.968750 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -399828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -399839.875000 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -399839.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -399851.562500 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -399851.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -399863.812500 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -399863.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -399875.937500 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -399875.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -399885.531250 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -399885.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -399894.968750 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -399895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -399905.156250 Penalty: 2636.083984
	Iteration 34Q: 3 clusters Score -399905.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -399911.750000 Penalty: 2636.083984
	Iteration 35Q: 3 clusters Score -399911.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -399916.437500 Penalty: 2636.083984
	Iteration 36Q: 3 clusters Score -399916.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -399919.937500 Penalty: 2636.083984
	Iteration 37Q: 3 clusters Score -399919.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -399922.250000 Penalty: 2636.083984
	Iteration 38Q: 3 clusters Score -399922.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -399925.093750 Penalty: 2636.083984
	Iteration 39Q: 3 clusters Score -399925.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -399927.906250 Penalty: 2636.083984
	Iteration 40F: 3 clusters Score -399927.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -399930.500000 Penalty: 2636.083984
	Iteration 41Q: 3 clusters Score -399930.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -399933.218750 Penalty: 2636.083984
	Iteration 42Q: 3 clusters Score -399933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -399935.437500 Penalty: 2636.083984
	Iteration 43Q: 3 clusters Score -399935.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -399936.500000 Penalty: 2636.083984
	Iteration 44Q: 3 clusters Score -399936.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -399937.687500 Penalty: 2636.083984
	Iteration 45Q: 3 clusters Score -399937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -399937.406250 Penalty: 2636.083984
	Iteration 46Q: 3 clusters Score -399937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -399937.625000 Penalty: 2636.083984
	Iteration 47Q: 3 clusters Score -399937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -399937.906250 Penalty: 2636.083984
	Iteration 48Q: 3 clusters Score -399937.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -399937.906250 Penalty: 2636.083984
	Iteration 49F: 3 clusters Score -399937.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Entering Unmasked Estep 
Score: -1409376.375000 Penalty: 1517.572754
	Iteration 0F: 2 clusters Score -1409376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1401317.625000 Penalty: 3035.145508
	Iteration 0F: 3 clusters Score -1401318 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1403974.875000 Penalty: 3035.145508
	Iteration 1F: 3 clusters Score -1403975 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1404270.500000 Penalty: 3035.145508
	Iteration 2F: 3 clusters Score -1404270 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1404564.375000 Penalty: 3035.145508
	Iteration 3F: 3 clusters Score -1404564 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1404935.000000 Penalty: 3035.145508
	Iteration 4F: 3 clusters Score -1404935 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1405347.625000 Penalty: 3035.145508
	Iteration 5F: 3 clusters Score -1405348 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1405837.625000 Penalty: 3035.145508
	Iteration 6F: 3 clusters Score -1405838 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1406384.375000 Penalty: 3035.145508
	Iteration 7F: 3 clusters Score -1406384 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1406894.250000 Penalty: 3035.145508
	Iteration 8F: 3 clusters Score -1406894 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1407262.375000 Penalty: 3035.145508
	Iteration 9Q: 3 clusters Score -1407262 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1407484.375000 Penalty: 3035.145508
	Iteration 10Q: 3 clusters Score -1407484 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1407607.125000 Penalty: 3035.145508
	Iteration 11Q: 3 clusters Score -1407607 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1407703.000000 Penalty: 3035.145508
	Iteration 12Q: 3 clusters Score -1407703 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1407771.125000 Penalty: 3035.145508
	Iteration 13Q: 3 clusters Score -1407771 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1407813.375000 Penalty: 3035.145508
	Iteration 14Q: 3 clusters Score -1407813 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1407845.125000 Penalty: 3035.145508
	Iteration 15Q: 3 clusters Score -1407845 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1407871.875000 Penalty: 3035.145508
	Iteration 16Q: 3 clusters Score -1407872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1407886.500000 Penalty: 3035.145508
	Iteration 17Q: 3 clusters Score -1407886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1407905.125000 Penalty: 3035.145508
	Iteration 18Q: 3 clusters Score -1407905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1407920.375000 Penalty: 3035.145508
	Iteration 19Q: 3 clusters Score -1407920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1407931.000000 Penalty: 3035.145508
	Iteration 20F: 3 clusters Score -1407931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1407944.375000 Penalty: 3035.145508
	Iteration 21Q: 3 clusters Score -1407944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1407956.375000 Penalty: 3035.145508
	Iteration 22Q: 3 clusters Score -1407956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1407961.500000 Penalty: 3035.145508
	Iteration 23Q: 3 clusters Score -1407962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1407975.000000 Penalty: 3035.145508
	Iteration 24Q: 3 clusters Score -1407975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1407979.875000 Penalty: 3035.145508
	Iteration 25Q: 3 clusters Score -1407980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1407992.625000 Penalty: 3035.145508
	Iteration 26Q: 3 clusters Score -1407993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1407995.625000 Penalty: 3035.145508
	Iteration 27Q: 3 clusters Score -1407996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1408002.625000 Penalty: 3035.145508
	Iteration 28Q: 3 clusters Score -1408003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1408005.875000 Penalty: 3035.145508
	Iteration 29Q: 3 clusters Score -1408006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1408008.625000 Penalty: 3035.145508
	Iteration 30Q: 3 clusters Score -1408009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1408010.625000 Penalty: 3035.145508
	Iteration 31Q: 3 clusters Score -1408011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1408014.750000 Penalty: 3035.145508
	Iteration 32Q: 3 clusters Score -1408015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1408016.625000 Penalty: 3035.145508
	Iteration 33Q: 3 clusters Score -1408017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1408016.000000 Penalty: 3035.145508
	Iteration 34Q: 3 clusters Score -1408016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1408020.500000 Penalty: 3035.145508
	Iteration 35Q: 3 clusters Score -1408020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1408020.750000 Penalty: 3035.145508
	Iteration 36Q: 3 clusters Score -1408021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1408022.000000 Penalty: 3035.145508
	Iteration 37Q: 3 clusters Score -1408022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1408022.250000 Penalty: 3035.145508
	Iteration 38Q: 3 clusters Score -1408022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1408021.625000 Penalty: 3035.145508
	Iteration 39Q: 3 clusters Score -1408022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1408026.000000 Penalty: 3035.145508
	Iteration 40F: 3 clusters Score -1408026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1408029.625000 Penalty: 3035.145508
	Iteration 41Q: 3 clusters Score -1408030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1408033.125000 Penalty: 3035.145508
	Iteration 42Q: 3 clusters Score -1408033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1408034.125000 Penalty: 3035.145508
	Iteration 43Q: 3 clusters Score -1408034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1408036.875000 Penalty: 3035.145508
	Iteration 44Q: 3 clusters Score -1408037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1408038.500000 Penalty: 3035.145508
	Iteration 45Q: 3 clusters Score -1408038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1408038.625000 Penalty: 3035.145508
	Iteration 46Q: 3 clusters Score -1408039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1408042.500000 Penalty: 3035.145508
	Iteration 47Q: 3 clusters Score -1408042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1408041.375000 Penalty: 3035.145508
	Iteration 48Q: 3 clusters Score -1408041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1408041.375000 Penalty: 3035.145508
	Iteration 49Q: 3 clusters Score -1408041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1408046.000000 Penalty: 3035.145508
	Iteration 50Q: 3 clusters Score -1408046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1408046.250000 Penalty: 3035.145508
	Iteration 51Q: 3 clusters Score -1408046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1408049.375000 Penalty: 3035.145508
	Iteration 52Q: 3 clusters Score -1408049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1408050.000000 Penalty: 3035.145508
	Iteration 53Q: 3 clusters Score -1408050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1408051.125000 Penalty: 3035.145508
	Iteration 54Q: 3 clusters Score -1408051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1408053.875000 Penalty: 3035.145508
	Iteration 55Q: 3 clusters Score -1408054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1408055.250000 Penalty: 3035.145508
	Iteration 56Q: 3 clusters Score -1408055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1408058.125000 Penalty: 3035.145508
	Iteration 57Q: 3 clusters Score -1408058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1408059.500000 Penalty: 3035.145508
	Iteration 58Q: 3 clusters Score -1408060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1408065.750000 Penalty: 3035.145508
	Iteration 59Q: 3 clusters Score -1408066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1408068.750000 Penalty: 3035.145508
	Iteration 60F: 3 clusters Score -1408069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1408068.000000 Penalty: 3035.145508
	Iteration 61Q: 3 clusters Score -1408068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1408069.375000 Penalty: 3035.145508
	Iteration 62Q: 3 clusters Score -1408069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1408069.875000 Penalty: 3035.145508
	Iteration 63Q: 3 clusters Score -1408070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1408068.250000 Penalty: 3035.145508
	Iteration 64Q: 3 clusters Score -1408068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1408068.500000 Penalty: 3035.145508
	Iteration 65Q: 3 clusters Score -1408068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1408068.625000 Penalty: 3035.145508
	Iteration 66Q: 3 clusters Score -1408069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1408072.125000 Penalty: 3035.145508
	Iteration 67Q: 3 clusters Score -1408072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1408072.000000 Penalty: 3035.145508
	Iteration 68Q: 3 clusters Score -1408072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1408075.000000 Penalty: 3035.145508
	Iteration 69Q: 3 clusters Score -1408075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1408077.750000 Penalty: 3035.145508
	Iteration 70Q: 3 clusters Score -1408078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1408085.125000 Penalty: 3035.145508
	Iteration 71Q: 3 clusters Score -1408085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1408092.500000 Penalty: 3035.145508
	Iteration 72Q: 3 clusters Score -1408092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1408097.875000 Penalty: 3035.145508
	Iteration 73Q: 3 clusters Score -1408098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1408104.125000 Penalty: 3035.145508
	Iteration 74Q: 3 clusters Score -1408104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1408110.375000 Penalty: 3035.145508
	Iteration 75Q: 3 clusters Score -1408110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1408116.125000 Penalty: 3035.145508
	Iteration 76Q: 3 clusters Score -1408116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1408118.500000 Penalty: 3035.145508
	Iteration 77Q: 3 clusters Score -1408118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1408125.625000 Penalty: 3035.145508
	Iteration 78Q: 3 clusters Score -1408126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1408129.750000 Penalty: 3035.145508
	Iteration 79Q: 3 clusters Score -1408130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1408133.625000 Penalty: 3035.145508
	Iteration 80F: 3 clusters Score -1408134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1408137.125000 Penalty: 3035.145508
	Iteration 81Q: 3 clusters Score -1408137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1408138.250000 Penalty: 3035.145508
	Iteration 82Q: 3 clusters Score -1408138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1408137.875000 Penalty: 3035.145508
	Iteration 83Q: 3 clusters Score -1408138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1408141.250000 Penalty: 3035.145508
	Iteration 84Q: 3 clusters Score -1408141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1408139.000000 Penalty: 3035.145508
	Iteration 85Q: 3 clusters Score -1408139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1408139.000000 Penalty: 3035.145508
	Iteration 86F: 3 clusters Score -1408139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Entering Unmasked Estep 
Score: -502297.125000 Penalty: 1350.042358
	Iteration 0F: 2 clusters Score -502297.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -498876.031250 Penalty: 2700.084717
	Iteration 0F: 3 clusters Score -498876 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -499765.437500 Penalty: 2700.084717
	Iteration 1F: 3 clusters Score -499765.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -499917.781250 Penalty: 2700.084717
	Iteration 2F: 3 clusters Score -499917.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -500013.718750 Penalty: 2700.084717
	Iteration 3Q: 3 clusters Score -500013.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -500079.906250 Penalty: 2700.084717
	Iteration 4Q: 3 clusters Score -500079.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -500127.187500 Penalty: 2700.084717
	Iteration 5Q: 3 clusters Score -500127.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -500168.781250 Penalty: 2700.084717
	Iteration 6Q: 3 clusters Score -500168.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -500206.812500 Penalty: 2700.084717
	Iteration 7Q: 3 clusters Score -500206.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -500239.562500 Penalty: 2700.084717
	Iteration 8Q: 3 clusters Score -500239.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -500274.468750 Penalty: 2700.084717
	Iteration 9Q: 3 clusters Score -500274.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -500301.000000 Penalty: 2700.084717
	Iteration 10Q: 3 clusters Score -500301 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -500325.156250 Penalty: 2700.084717
	Iteration 11Q: 3 clusters Score -500325.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -500347.218750 Penalty: 2700.084717
	Iteration 12Q: 3 clusters Score -500347.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -500370.156250 Penalty: 2700.084717
	Iteration 13Q: 3 clusters Score -500370.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -500398.343750 Penalty: 2700.084717
	Iteration 14Q: 3 clusters Score -500398.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -500435.437500 Penalty: 2700.084717
	Iteration 15Q: 3 clusters Score -500435.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -500476.343750 Penalty: 2700.084717
	Iteration 16Q: 3 clusters Score -500476.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -500527.656250 Penalty: 2700.084717
	Iteration 17Q: 3 clusters Score -500527.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -500580.687500 Penalty: 2700.084717
	Iteration 18Q: 3 clusters Score -500580.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -500640.468750 Penalty: 2700.084717
	Iteration 19Q: 3 clusters Score -500640.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -500691.750000 Penalty: 2700.084717
	Iteration 20F: 3 clusters Score -500691.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -500732.281250 Penalty: 2700.084717
	Iteration 21Q: 3 clusters Score -500732.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -500776.750000 Penalty: 2700.084717
	Iteration 22Q: 3 clusters Score -500776.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -500826.718750 Penalty: 2700.084717
	Iteration 23Q: 3 clusters Score -500826.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -500866.656250 Penalty: 2700.084717
	Iteration 24Q: 3 clusters Score -500866.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -500905.937500 Penalty: 2700.084717
	Iteration 25Q: 3 clusters Score -500905.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -500942.906250 Penalty: 2700.084717
	Iteration 26Q: 3 clusters Score -500942.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -500985.968750 Penalty: 2700.084717
	Iteration 27Q: 3 clusters Score -500986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -501014.000000 Penalty: 2700.084717
	Iteration 28Q: 3 clusters Score -501014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -501044.156250 Penalty: 2700.084717
	Iteration 29Q: 3 clusters Score -501044.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -501064.281250 Penalty: 2700.084717
	Iteration 30Q: 3 clusters Score -501064.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -501081.406250 Penalty: 2700.084717
	Iteration 31Q: 3 clusters Score -501081.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -501097.906250 Penalty: 2700.084717
	Iteration 32Q: 3 clusters Score -501097.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -501112.375000 Penalty: 2700.084717
	Iteration 33Q: 3 clusters Score -501112.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -501125.000000 Penalty: 2700.084717
	Iteration 34Q: 3 clusters Score -501125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -501132.312500 Penalty: 2700.084717
	Iteration 35Q: 3 clusters Score -501132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -501134.156250 Penalty: 2700.084717
	Iteration 36Q: 3 clusters Score -501134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -501135.500000 Penalty: 2700.084717
	Iteration 37Q: 3 clusters Score -501135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -501139.125000 Penalty: 2700.084717
	Iteration 38Q: 3 clusters Score -501139.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -501145.187500 Penalty: 2700.084717
	Iteration 39Q: 3 clusters Score -501145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -501149.250000 Penalty: 2700.084717
	Iteration 40F: 3 clusters Score -501149.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -501151.718750 Penalty: 2700.084717
	Iteration 41Q: 3 clusters Score -501151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -501152.968750 Penalty: 2700.084717
	Iteration 42Q: 3 clusters Score -501153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -501154.500000 Penalty: 2700.084717
	Iteration 43Q: 3 clusters Score -501154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -501154.968750 Penalty: 2700.084717
	Iteration 44Q: 3 clusters Score -501155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -501156.031250 Penalty: 2700.084717
	Iteration 45Q: 3 clusters Score -501156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -501157.531250 Penalty: 2700.084717
	Iteration 46Q: 3 clusters Score -501157.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -501159.937500 Penalty: 2700.084717
	Iteration 47Q: 3 clusters Score -501159.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -501161.687500 Penalty: 2700.084717
	Iteration 48Q: 3 clusters Score -501161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -501163.187500 Penalty: 2700.084717
	Iteration 49Q: 3 clusters Score -501163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -501163.187500 Penalty: 2700.084717
	Iteration 50F: 3 clusters Score -501163.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Entering Unmasked Estep 
Score: -2691098.000000 Penalty: 1622.243652
	Iteration 0F: 2 clusters Score -2691098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2676342.500000 Penalty: 3244.487305
	Iteration 0F: 3 clusters Score -2676342 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2681834.000000 Penalty: 3244.487305
	Iteration 1F: 3 clusters Score -2681834 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2682214.750000 Penalty: 3244.487305
	Iteration 2Q: 3 clusters Score -2682215 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2682545.250000 Penalty: 3244.487305
	Iteration 3Q: 3 clusters Score -2682545 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2682858.750000 Penalty: 3244.487305
	Iteration 4Q: 3 clusters Score -2682859 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2683123.750000 Penalty: 3244.487305
	Iteration 5Q: 3 clusters Score -2683124 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2683413.000000 Penalty: 3244.487305
	Iteration 6Q: 3 clusters Score -2683413 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2683701.000000 Penalty: 3244.487305
	Iteration 7Q: 3 clusters Score -2683701 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2684041.750000 Penalty: 3244.487305
	Iteration 8Q: 3 clusters Score -2684042 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2684403.000000 Penalty: 3244.487305
	Iteration 9Q: 3 clusters Score -2684403 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2684828.500000 Penalty: 3244.487305
	Iteration 10Q: 3 clusters Score -2684828 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2685238.000000 Penalty: 3244.487305
	Iteration 11Q: 3 clusters Score -2685238 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2685685.250000 Penalty: 3244.487305
	Iteration 12Q: 3 clusters Score -2685685 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2686112.250000 Penalty: 3244.487305
	Iteration 13Q: 3 clusters Score -2686112 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2686516.500000 Penalty: 3244.487305
	Iteration 14Q: 3 clusters Score -2686516 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2686892.000000 Penalty: 3244.487305
	Iteration 15Q: 3 clusters Score -2686892 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2687227.500000 Penalty: 3244.487305
	Iteration 16Q: 3 clusters Score -2687228 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2687573.750000 Penalty: 3244.487305
	Iteration 17Q: 3 clusters Score -2687574 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2687922.250000 Penalty: 3244.487305
	Iteration 18Q: 3 clusters Score -2687922 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2688237.500000 Penalty: 3244.487305
	Iteration 19Q: 3 clusters Score -2688238 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2688588.750000 Penalty: 3244.487305
	Iteration 20F: 3 clusters Score -2688589 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2688892.500000 Penalty: 3244.487305
	Iteration 21Q: 3 clusters Score -2688892 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2689196.500000 Penalty: 3244.487305
	Iteration 22Q: 3 clusters Score -2689196 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2689445.750000 Penalty: 3244.487305
	Iteration 23Q: 3 clusters Score -2689446 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2689565.750000 Penalty: 3244.487305
	Iteration 24Q: 3 clusters Score -2689566 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2689647.500000 Penalty: 3244.487305
	Iteration 25Q: 3 clusters Score -2689648 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2689704.000000 Penalty: 3244.487305
	Iteration 26Q: 3 clusters Score -2689704 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2689748.250000 Penalty: 3244.487305
	Iteration 27Q: 3 clusters Score -2689748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2689785.750000 Penalty: 3244.487305
	Iteration 28Q: 3 clusters Score -2689786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2689825.000000 Penalty: 3244.487305
	Iteration 29Q: 3 clusters Score -2689825 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2689864.500000 Penalty: 3244.487305
	Iteration 30Q: 3 clusters Score -2689864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2689897.250000 Penalty: 3244.487305
	Iteration 31Q: 3 clusters Score -2689897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2689921.750000 Penalty: 3244.487305
	Iteration 32Q: 3 clusters Score -2689922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2689943.000000 Penalty: 3244.487305
	Iteration 33Q: 3 clusters Score -2689943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2689967.250000 Penalty: 3244.487305
	Iteration 34Q: 3 clusters Score -2689967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2689991.500000 Penalty: 3244.487305
	Iteration 35Q: 3 clusters Score -2689992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2690012.000000 Penalty: 3244.487305
	Iteration 36Q: 3 clusters Score -2690012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2690036.750000 Penalty: 3244.487305
	Iteration 37Q: 3 clusters Score -2690037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2690047.250000 Penalty: 3244.487305
	Iteration 38Q: 3 clusters Score -2690047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2690058.250000 Penalty: 3244.487305
	Iteration 39Q: 3 clusters Score -2690058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2690069.000000 Penalty: 3244.487305
	Iteration 40F: 3 clusters Score -2690069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2690075.250000 Penalty: 3244.487305
	Iteration 41Q: 3 clusters Score -2690075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2690084.500000 Penalty: 3244.487305
	Iteration 42Q: 3 clusters Score -2690084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2690097.000000 Penalty: 3244.487305
	Iteration 43Q: 3 clusters Score -2690097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2690105.000000 Penalty: 3244.487305
	Iteration 44Q: 3 clusters Score -2690105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2690113.000000 Penalty: 3244.487305
	Iteration 45Q: 3 clusters Score -2690113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2690120.750000 Penalty: 3244.487305
	Iteration 46Q: 3 clusters Score -2690121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2690131.250000 Penalty: 3244.487305
	Iteration 47Q: 3 clusters Score -2690131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2690144.250000 Penalty: 3244.487305
	Iteration 48Q: 3 clusters Score -2690144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2690157.250000 Penalty: 3244.487305
	Iteration 49Q: 3 clusters Score -2690157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2690169.500000 Penalty: 3244.487305
	Iteration 50Q: 3 clusters Score -2690170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2690180.000000 Penalty: 3244.487305
	Iteration 51Q: 3 clusters Score -2690180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2690184.250000 Penalty: 3244.487305
	Iteration 52Q: 3 clusters Score -2690184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2690183.000000 Penalty: 3244.487305
	Iteration 53Q: 3 clusters Score -2690183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2690186.500000 Penalty: 3244.487305
	Iteration 54Q: 3 clusters Score -2690186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2690188.250000 Penalty: 3244.487305
	Iteration 55Q: 3 clusters Score -2690188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2690187.750000 Penalty: 3244.487305
	Iteration 56Q: 3 clusters Score -2690188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2690190.000000 Penalty: 3244.487305
	Iteration 57Q: 3 clusters Score -2690190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2690190.000000 Penalty: 3244.487305
	Iteration 58F: 3 clusters Score -2690190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Entering Unmasked Estep 
Score: -9339284.000000 Penalty: 1824.054321
	Iteration 0F: 2 clusters Score -9339284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -9292176.000000 Penalty: 3648.108643
	Iteration 0F: 3 clusters Score -9292176 nChanged 35274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -9312355.000000 Penalty: 3648.108643
	Iteration 1F: 3 clusters Score -9312355 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -9312933.000000 Penalty: 3648.108643
	Iteration 2Q: 3 clusters Score -9312933 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -9313751.000000 Penalty: 3648.108643
	Iteration 3Q: 3 clusters Score -9313751 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -9314756.000000 Penalty: 3648.108643
	Iteration 4Q: 3 clusters Score -9314756 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -9316017.000000 Penalty: 3648.108643
	Iteration 5Q: 3 clusters Score -9316017 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -9317669.000000 Penalty: 3648.108643
	Iteration 6Q: 3 clusters Score -9317669 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -9319481.000000 Penalty: 3648.108643
	Iteration 7F: 3 clusters Score -9319481 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -9321282.000000 Penalty: 3648.108643
	Iteration 8F: 3 clusters Score -9321282 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -9322907.000000 Penalty: 3648.108643
	Iteration 9Q: 3 clusters Score -9322907 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -9324567.000000 Penalty: 3648.108643
	Iteration 10Q: 3 clusters Score -9324567 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -9326224.000000 Penalty: 3648.108643
	Iteration 11Q: 3 clusters Score -9326224 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -9327518.000000 Penalty: 3648.108643
	Iteration 12Q: 3 clusters Score -9327518 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -9328318.000000 Penalty: 3648.108643
	Iteration 13Q: 3 clusters Score -9328318 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -9328753.000000 Penalty: 3648.108643
	Iteration 14Q: 3 clusters Score -9328753 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -9328981.000000 Penalty: 3648.108643
	Iteration 15Q: 3 clusters Score -9328981 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -9329191.000000 Penalty: 3648.108643
	Iteration 16Q: 3 clusters Score -9329191 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -9329415.000000 Penalty: 3648.108643
	Iteration 17Q: 3 clusters Score -9329415 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -9329617.000000 Penalty: 3648.108643
	Iteration 18Q: 3 clusters Score -9329617 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -9329800.000000 Penalty: 3648.108643
	Iteration 19Q: 3 clusters Score -9329800 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -9330035.000000 Penalty: 3648.108643
	Iteration 20F: 3 clusters Score -9330035 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -9330326.000000 Penalty: 3648.108643
	Iteration 21Q: 3 clusters Score -9330326 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -9330594.000000 Penalty: 3648.108643
	Iteration 22Q: 3 clusters Score -9330594 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -9330932.000000 Penalty: 3648.108643
	Iteration 23Q: 3 clusters Score -9330932 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -9331189.000000 Penalty: 3648.108643
	Iteration 24Q: 3 clusters Score -9331189 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -9331507.000000 Penalty: 3648.108643
	Iteration 25Q: 3 clusters Score -9331507 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -9331807.000000 Penalty: 3648.108643
	Iteration 26Q: 3 clusters Score -9331807 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -9332134.000000 Penalty: 3648.108643
	Iteration 27Q: 3 clusters Score -9332134 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -9332598.000000 Penalty: 3648.108643
	Iteration 28Q: 3 clusters Score -9332598 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -9332948.000000 Penalty: 3648.108643
	Iteration 29Q: 3 clusters Score -9332948 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -9333388.000000 Penalty: 3648.108643
	Iteration 30Q: 3 clusters Score -9333388 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -9333869.000000 Penalty: 3648.108643
	Iteration 31Q: 3 clusters Score -9333869 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67296 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -9334357.000000 Penalty: 3648.108643
	Iteration 32Q: 3 clusters Score -9334357 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -9334882.000000 Penalty: 3648.108643
	Iteration 33Q: 3 clusters Score -9334882 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -9335294.000000 Penalty: 3648.108643
	Iteration 34Q: 3 clusters Score -9335294 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -9335699.000000 Penalty: 3648.108643
	Iteration 35Q: 3 clusters Score -9335699 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -9335986.000000 Penalty: 3648.108643
	Iteration 36Q: 3 clusters Score -9335986 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -9336335.000000 Penalty: 3648.108643
	Iteration 37Q: 3 clusters Score -9336335 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -9336624.000000 Penalty: 3648.108643
	Iteration 38Q: 3 clusters Score -9336624 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9336871.000000 Penalty: 3648.108643
	Iteration 39Q: 3 clusters Score -9336871 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73307 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9337049.000000 Penalty: 3648.108643
	Iteration 40F: 3 clusters Score -9337049 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73593 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -9337212.000000 Penalty: 3648.108643
	Iteration 41Q: 3 clusters Score -9337212 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9337381.000000 Penalty: 3648.108643
	Iteration 42Q: 3 clusters Score -9337381 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -9337461.000000 Penalty: 3648.108643
	Iteration 43Q: 3 clusters Score -9337461 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9337525.000000 Penalty: 3648.108643
	Iteration 44Q: 3 clusters Score -9337525 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9337562.000000 Penalty: 3648.108643
	Iteration 45Q: 3 clusters Score -9337562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74255 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9337597.000000 Penalty: 3648.108643
	Iteration 46Q: 3 clusters Score -9337597 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9337607.000000 Penalty: 3648.108643
	Iteration 47Q: 3 clusters Score -9337607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74342 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9337626.000000 Penalty: 3648.108643
	Iteration 48Q: 3 clusters Score -9337626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74371 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9337646.000000 Penalty: 3648.108643
	Iteration 49Q: 3 clusters Score -9337646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9337656.000000 Penalty: 3648.108643
	Iteration 50Q: 3 clusters Score -9337656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74410 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9337668.000000 Penalty: 3648.108643
	Iteration 51Q: 3 clusters Score -9337668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9337678.000000 Penalty: 3648.108643
	Iteration 52Q: 3 clusters Score -9337678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9337681.000000 Penalty: 3648.108643
	Iteration 53Q: 3 clusters Score -9337681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9337696.000000 Penalty: 3648.108643
	Iteration 54Q: 3 clusters Score -9337696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9337683.000000 Penalty: 3648.108643
	Iteration 55Q: 3 clusters Score -9337683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9337687.000000 Penalty: 3648.108643
	Iteration 56Q: 3 clusters Score -9337687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74472 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9337685.000000 Penalty: 3648.108643
	Iteration 57Q: 3 clusters Score -9337685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74478 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9337687.000000 Penalty: 3648.108643
	Iteration 58Q: 3 clusters Score -9337687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74484 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9337693.000000 Penalty: 3648.108643
	Iteration 59Q: 3 clusters Score -9337693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74492 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9337698.000000 Penalty: 3648.108643
	Iteration 60F: 3 clusters Score -9337698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9337708.000000 Penalty: 3648.108643
	Iteration 61Q: 3 clusters Score -9337708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74505 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9337704.000000 Penalty: 3648.108643
	Iteration 62Q: 3 clusters Score -9337704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9337710.000000 Penalty: 3648.108643
	Iteration 63Q: 3 clusters Score -9337710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74514 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9337715.000000 Penalty: 3648.108643
	Iteration 64Q: 3 clusters Score -9337715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9337708.000000 Penalty: 3648.108643
	Iteration 65Q: 3 clusters Score -9337708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74522 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9337720.000000 Penalty: 3648.108643
	Iteration 66Q: 3 clusters Score -9337720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9337721.000000 Penalty: 3648.108643
	Iteration 67Q: 3 clusters Score -9337721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9337721.000000 Penalty: 3648.108643
	Iteration 68F: 3 clusters Score -9337721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -37153.722656 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -37153.72 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 207 members 
Entering Unmasked Estep 
Score: -36218.726562 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -36218.73 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36341.343750 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -36341.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36377.976562 Penalty: 1933.958862
	Iteration 2Q: 3 clusters Score -36377.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36396.554688 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -36396.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36417.070312 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -36417.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36433.890625 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -36433.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36444.531250 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -36444.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36467.417969 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -36467.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36475.781250 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -36475.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36493.808594 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -36493.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36525.625000 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -36525.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36574.285156 Penalty: 1933.958862
	Iteration 11Q: 3 clusters Score -36574.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36597.253906 Penalty: 1933.958862
	Iteration 12Q: 3 clusters Score -36597.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36655.121094 Penalty: 1933.958862
	Iteration 13Q: 3 clusters Score -36655.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -36695.355469 Penalty: 1933.958862
	Iteration 14Q: 3 clusters Score -36695.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -36733.695312 Penalty: 1933.958862
	Iteration 15Q: 3 clusters Score -36733.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -36751.949219 Penalty: 1933.958862
	Iteration 16Q: 3 clusters Score -36751.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36796.457031 Penalty: 1933.958862
	Iteration 17Q: 3 clusters Score -36796.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36843.785156 Penalty: 1933.958862
	Iteration 18Q: 3 clusters Score -36843.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -36849.492188 Penalty: 1933.958862
	Iteration 19Q: 3 clusters Score -36849.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -36854.972656 Penalty: 1933.958862
	Iteration 20F: 3 clusters Score -36854.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -36868.593750 Penalty: 1933.958862
	Iteration 21Q: 3 clusters Score -36868.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -36868.593750 Penalty: 1933.958862
	Iteration 22F: 3 clusters Score -36868.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -15554.811523 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -15554.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15053.442383 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -15053.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15165.421875 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -15165.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -15208.134766 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -15208.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15305.673828 Penalty: 1689.511475
	Iteration 3F: 3 clusters Score -15305.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15311.611328 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -15311.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -15318.516602 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -15318.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -15320.976562 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -15320.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -15320.976562 Penalty: 1689.511475
	Iteration 7F: 3 clusters Score -15320.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -778974.187500 Penalty: 1424.006226
	Iteration 0F: 2 clusters Score -778974.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -774127.687500 Penalty: 2848.012451
	Iteration 0F: 3 clusters Score -774127.7 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -775437.125000 Penalty: 2848.012451
	Iteration 1F: 3 clusters Score -775437.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -775603.875000 Penalty: 2848.012451
	Iteration 2F: 3 clusters Score -775603.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -775733.937500 Penalty: 2848.012451
	Iteration 3Q: 3 clusters Score -775733.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -775841.562500 Penalty: 2848.012451
	Iteration 4Q: 3 clusters Score -775841.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -775936.437500 Penalty: 2848.012451
	Iteration 5Q: 3 clusters Score -775936.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -776022.187500 Penalty: 2848.012451
	Iteration 6Q: 3 clusters Score -776022.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -776106.375000 Penalty: 2848.012451
	Iteration 7Q: 3 clusters Score -776106.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -776191.187500 Penalty: 2848.012451
	Iteration 8Q: 3 clusters Score -776191.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -776294.375000 Penalty: 2848.012451
	Iteration 9Q: 3 clusters Score -776294.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -776399.437500 Penalty: 2848.012451
	Iteration 10Q: 3 clusters Score -776399.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -776531.062500 Penalty: 2848.012451
	Iteration 11Q: 3 clusters Score -776531.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -776664.812500 Penalty: 2848.012451
	Iteration 12Q: 3 clusters Score -776664.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -776767.375000 Penalty: 2848.012451
	Iteration 13Q: 3 clusters Score -776767.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -776891.187500 Penalty: 2848.012451
	Iteration 14Q: 3 clusters Score -776891.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -777023.750000 Penalty: 2848.012451
	Iteration 15Q: 3 clusters Score -777023.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -777160.562500 Penalty: 2848.012451
	Iteration 16Q: 3 clusters Score -777160.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -777276.250000 Penalty: 2848.012451
	Iteration 17Q: 3 clusters Score -777276.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -777374.562500 Penalty: 2848.012451
	Iteration 18Q: 3 clusters Score -777374.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -777450.750000 Penalty: 2848.012451
	Iteration 19Q: 3 clusters Score -777450.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -777509.312500 Penalty: 2848.012451
	Iteration 20F: 3 clusters Score -777509.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -777549.437500 Penalty: 2848.012451
	Iteration 21Q: 3 clusters Score -777549.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -777585.625000 Penalty: 2848.012451
	Iteration 22Q: 3 clusters Score -777585.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -777612.062500 Penalty: 2848.012451
	Iteration 23Q: 3 clusters Score -777612.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -777633.687500 Penalty: 2848.012451
	Iteration 24Q: 3 clusters Score -777633.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -777649.187500 Penalty: 2848.012451
	Iteration 25Q: 3 clusters Score -777649.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -777663.437500 Penalty: 2848.012451
	Iteration 26Q: 3 clusters Score -777663.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -777669.812500 Penalty: 2848.012451
	Iteration 27Q: 3 clusters Score -777669.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -777677.687500 Penalty: 2848.012451
	Iteration 28Q: 3 clusters Score -777677.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -777687.625000 Penalty: 2848.012451
	Iteration 29Q: 3 clusters Score -777687.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -777696.187500 Penalty: 2848.012451
	Iteration 30Q: 3 clusters Score -777696.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -777711.375000 Penalty: 2848.012451
	Iteration 31Q: 3 clusters Score -777711.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -777722.562500 Penalty: 2848.012451
	Iteration 32Q: 3 clusters Score -777722.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -777727.062500 Penalty: 2848.012451
	Iteration 33Q: 3 clusters Score -777727.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -777732.187500 Penalty: 2848.012451
	Iteration 34Q: 3 clusters Score -777732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -777735.187500 Penalty: 2848.012451
	Iteration 35Q: 3 clusters Score -777735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -777737.125000 Penalty: 2848.012451
	Iteration 36Q: 3 clusters Score -777737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -777737.125000 Penalty: 2848.012451
	Iteration 37Q: 3 clusters Score -777737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -777737.875000 Penalty: 2848.012451
	Iteration 38Q: 3 clusters Score -777737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -777738.000000 Penalty: 2848.012451
	Iteration 39Q: 3 clusters Score -777738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -777738.625000 Penalty: 2848.012451
	Iteration 40F: 3 clusters Score -777738.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (57889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Entering Unmasked Estep 
Score: -7209788.500000 Penalty: 1782.020996
	Iteration 0F: 2 clusters Score -7209788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -7171409.500000 Penalty: 3564.041992
	Iteration 0F: 3 clusters Score -7171410 nChanged 27455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -7187629.000000 Penalty: 3564.041992
	Iteration 1F: 3 clusters Score -7187629 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -7188539.500000 Penalty: 3564.041992
	Iteration 2Q: 3 clusters Score -7188540 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -7189769.500000 Penalty: 3564.041992
	Iteration 3Q: 3 clusters Score -7189770 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -7191530.000000 Penalty: 3564.041992
	Iteration 4F: 3 clusters Score -7191530 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -7194010.000000 Penalty: 3564.041992
	Iteration 5F: 3 clusters Score -7194010 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -7196874.500000 Penalty: 3564.041992
	Iteration 6F: 3 clusters Score -7196874 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -7199601.000000 Penalty: 3564.041992
	Iteration 7F: 3 clusters Score -7199601 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -7201620.000000 Penalty: 3564.041992
	Iteration 8Q: 3 clusters Score -7201620 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -7202799.000000 Penalty: 3564.041992
	Iteration 9Q: 3 clusters Score -7202799 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -7203527.000000 Penalty: 3564.041992
	Iteration 10Q: 3 clusters Score -7203527 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -7204082.500000 Penalty: 3564.041992
	Iteration 11Q: 3 clusters Score -7204082 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -7204609.500000 Penalty: 3564.041992
	Iteration 12Q: 3 clusters Score -7204610 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -7205130.000000 Penalty: 3564.041992
	Iteration 13Q: 3 clusters Score -7205130 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -7205659.000000 Penalty: 3564.041992
	Iteration 14Q: 3 clusters Score -7205659 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -7206154.000000 Penalty: 3564.041992
	Iteration 15Q: 3 clusters Score -7206154 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -7206601.500000 Penalty: 3564.041992
	Iteration 16Q: 3 clusters Score -7206602 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -7207035.500000 Penalty: 3564.041992
	Iteration 17Q: 3 clusters Score -7207036 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -7207440.000000 Penalty: 3564.041992
	Iteration 18Q: 3 clusters Score -7207440 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -7207785.000000 Penalty: 3564.041992
	Iteration 19Q: 3 clusters Score -7207785 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -7208081.500000 Penalty: 3564.041992
	Iteration 20F: 3 clusters Score -7208082 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -7208273.500000 Penalty: 3564.041992
	Iteration 21Q: 3 clusters Score -7208274 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -7208375.000000 Penalty: 3564.041992
	Iteration 22Q: 3 clusters Score -7208375 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -7208457.000000 Penalty: 3564.041992
	Iteration 23Q: 3 clusters Score -7208457 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -7208524.500000 Penalty: 3564.041992
	Iteration 24Q: 3 clusters Score -7208524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -7208579.000000 Penalty: 3564.041992
	Iteration 25Q: 3 clusters Score -7208579 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -7208630.000000 Penalty: 3564.041992
	Iteration 26Q: 3 clusters Score -7208630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -7208684.000000 Penalty: 3564.041992
	Iteration 27Q: 3 clusters Score -7208684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -7208706.000000 Penalty: 3564.041992
	Iteration 28Q: 3 clusters Score -7208706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -7208729.500000 Penalty: 3564.041992
	Iteration 29Q: 3 clusters Score -7208730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -7208751.500000 Penalty: 3564.041992
	Iteration 30Q: 3 clusters Score -7208752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -7208767.000000 Penalty: 3564.041992
	Iteration 31Q: 3 clusters Score -7208767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -7208780.000000 Penalty: 3564.041992
	Iteration 32Q: 3 clusters Score -7208780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -7208797.500000 Penalty: 3564.041992
	Iteration 33Q: 3 clusters Score -7208798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -7208816.000000 Penalty: 3564.041992
	Iteration 34Q: 3 clusters Score -7208816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -7208831.500000 Penalty: 3564.041992
	Iteration 35Q: 3 clusters Score -7208832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -7208841.000000 Penalty: 3564.041992
	Iteration 36Q: 3 clusters Score -7208841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -7208846.000000 Penalty: 3564.041992
	Iteration 37Q: 3 clusters Score -7208846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -7208849.000000 Penalty: 3564.041992
	Iteration 38Q: 3 clusters Score -7208849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -7208850.000000 Penalty: 3564.041992
	Iteration 39Q: 3 clusters Score -7208850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -7208848.000000 Penalty: 3564.041992
	Iteration 40F: 3 clusters Score -7208848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -7208851.000000 Penalty: 3564.041992
	Iteration 41Q: 3 clusters Score -7208851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -7208851.000000 Penalty: 3564.041992
	Iteration 42F: 3 clusters Score -7208851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Entering Unmasked Estep 
Score: -1690172.000000 Penalty: 1552.697876
	Iteration 0F: 2 clusters Score -1690172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1680284.875000 Penalty: 3105.395752
	Iteration 0F: 3 clusters Score -1680285 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1683593.625000 Penalty: 3105.395752
	Iteration 1F: 3 clusters Score -1683594 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1683886.375000 Penalty: 3105.395752
	Iteration 2F: 3 clusters Score -1683886 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1684151.375000 Penalty: 3105.395752
	Iteration 3Q: 3 clusters Score -1684151 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1684418.250000 Penalty: 3105.395752
	Iteration 4Q: 3 clusters Score -1684418 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1684757.500000 Penalty: 3105.395752
	Iteration 5Q: 3 clusters Score -1684758 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1685194.125000 Penalty: 3105.395752
	Iteration 6F: 3 clusters Score -1685194 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1685780.875000 Penalty: 3105.395752
	Iteration 7F: 3 clusters Score -1685781 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1686487.875000 Penalty: 3105.395752
	Iteration 8F: 3 clusters Score -1686488 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1687270.875000 Penalty: 3105.395752
	Iteration 9F: 3 clusters Score -1687271 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1688113.625000 Penalty: 3105.395752
	Iteration 10F: 3 clusters Score -1688114 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1688752.625000 Penalty: 3105.395752
	Iteration 11Q: 3 clusters Score -1688753 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1689023.500000 Penalty: 3105.395752
	Iteration 12Q: 3 clusters Score -1689024 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1689126.125000 Penalty: 3105.395752
	Iteration 13Q: 3 clusters Score -1689126 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1689177.625000 Penalty: 3105.395752
	Iteration 14Q: 3 clusters Score -1689178 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1689200.625000 Penalty: 3105.395752
	Iteration 15Q: 3 clusters Score -1689201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1689215.375000 Penalty: 3105.395752
	Iteration 16Q: 3 clusters Score -1689215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1689226.750000 Penalty: 3105.395752
	Iteration 17Q: 3 clusters Score -1689227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1689235.375000 Penalty: 3105.395752
	Iteration 18Q: 3 clusters Score -1689235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1689237.000000 Penalty: 3105.395752
	Iteration 19Q: 3 clusters Score -1689237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1689240.250000 Penalty: 3105.395752
	Iteration 20F: 3 clusters Score -1689240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1689244.250000 Penalty: 3105.395752
	Iteration 21Q: 3 clusters Score -1689244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1689248.500000 Penalty: 3105.395752
	Iteration 22Q: 3 clusters Score -1689248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1689249.250000 Penalty: 3105.395752
	Iteration 23Q: 3 clusters Score -1689249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1689251.375000 Penalty: 3105.395752
	Iteration 24Q: 3 clusters Score -1689251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1689254.250000 Penalty: 3105.395752
	Iteration 25Q: 3 clusters Score -1689254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1689250.875000 Penalty: 3105.395752
	Iteration 26Q: 3 clusters Score -1689251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1689251.375000 Penalty: 3105.395752
	Iteration 27Q: 3 clusters Score -1689251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1689254.125000 Penalty: 3105.395752
	Iteration 28Q: 3 clusters Score -1689254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1689256.625000 Penalty: 3105.395752
	Iteration 29Q: 3 clusters Score -1689257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1689259.125000 Penalty: 3105.395752
	Iteration 30Q: 3 clusters Score -1689259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1689255.625000 Penalty: 3105.395752
	Iteration 31Q: 3 clusters Score -1689256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1689256.625000 Penalty: 3105.395752
	Iteration 32Q: 3 clusters Score -1689257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1689253.625000 Penalty: 3105.395752
	Iteration 33Q: 3 clusters Score -1689254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1689254.500000 Penalty: 3105.395752
	Iteration 34Q: 3 clusters Score -1689254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1689254.500000 Penalty: 3105.395752
	Iteration 35Q: 3 clusters Score -1689254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1689253.375000 Penalty: 3105.395752
	Iteration 36Q: 3 clusters Score -1689253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1689254.000000 Penalty: 3105.395752
	Iteration 37Q: 3 clusters Score -1689254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1689256.500000 Penalty: 3105.395752
	Iteration 38Q: 3 clusters Score -1689256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1689258.875000 Penalty: 3105.395752
	Iteration 39Q: 3 clusters Score -1689259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1689259.750000 Penalty: 3105.395752
	Iteration 40F: 3 clusters Score -1689260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1689259.125000 Penalty: 3105.395752
	Iteration 41Q: 3 clusters Score -1689259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1689259.125000 Penalty: 3105.395752
	Iteration 42F: 3 clusters Score -1689259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -286398.875000 Penalty: 1274.943726
	Iteration 0F: 2 clusters Score -286398.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -283981.343750 Penalty: 2549.887451
	Iteration 0F: 3 clusters Score -283981.3 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -284681.250000 Penalty: 2549.887451
	Iteration 1F: 3 clusters Score -284681.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -284917.937500 Penalty: 2549.887451
	Iteration 2F: 3 clusters Score -284917.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -285126.343750 Penalty: 2549.887451
	Iteration 3F: 3 clusters Score -285126.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -285292.812500 Penalty: 2549.887451
	Iteration 4F: 3 clusters Score -285292.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -285425.406250 Penalty: 2549.887451
	Iteration 5Q: 3 clusters Score -285425.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -285568.093750 Penalty: 2549.887451
	Iteration 6Q: 3 clusters Score -285568.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -285748.656250 Penalty: 2549.887451
	Iteration 7F: 3 clusters Score -285748.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -285894.718750 Penalty: 2549.887451
	Iteration 8Q: 3 clusters Score -285894.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -285981.718750 Penalty: 2549.887451
	Iteration 9Q: 3 clusters Score -285981.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -286025.031250 Penalty: 2549.887451
	Iteration 10Q: 3 clusters Score -286025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -286052.062500 Penalty: 2549.887451
	Iteration 11Q: 3 clusters Score -286052.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -286064.468750 Penalty: 2549.887451
	Iteration 12Q: 3 clusters Score -286064.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -286076.406250 Penalty: 2549.887451
	Iteration 13Q: 3 clusters Score -286076.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -286089.500000 Penalty: 2549.887451
	Iteration 14Q: 3 clusters Score -286089.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -286103.156250 Penalty: 2549.887451
	Iteration 15Q: 3 clusters Score -286103.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -286110.062500 Penalty: 2549.887451
	Iteration 16Q: 3 clusters Score -286110.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -286119.343750 Penalty: 2549.887451
	Iteration 17Q: 3 clusters Score -286119.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -286124.781250 Penalty: 2549.887451
	Iteration 18Q: 3 clusters Score -286124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -286128.875000 Penalty: 2549.887451
	Iteration 19Q: 3 clusters Score -286128.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -286134.000000 Penalty: 2549.887451
	Iteration 20F: 3 clusters Score -286134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -286136.093750 Penalty: 2549.887451
	Iteration 21Q: 3 clusters Score -286136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -286139.375000 Penalty: 2549.887451
	Iteration 22Q: 3 clusters Score -286139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -286140.343750 Penalty: 2549.887451
	Iteration 23Q: 3 clusters Score -286140.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -286141.406250 Penalty: 2549.887451
	Iteration 24Q: 3 clusters Score -286141.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -286141.812500 Penalty: 2549.887451
	Iteration 25Q: 3 clusters Score -286141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -286143.531250 Penalty: 2549.887451
	Iteration 26Q: 3 clusters Score -286143.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -286144.250000 Penalty: 2549.887451
	Iteration 27Q: 3 clusters Score -286144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -286145.218750 Penalty: 2549.887451
	Iteration 28Q: 3 clusters Score -286145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -286145.468750 Penalty: 2549.887451
	Iteration 29Q: 3 clusters Score -286145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -286146.843750 Penalty: 2549.887451
	Iteration 30Q: 3 clusters Score -286146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -286148.312500 Penalty: 2549.887451
	Iteration 31Q: 3 clusters Score -286148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -286148.812500 Penalty: 2549.887451
	Iteration 32Q: 3 clusters Score -286148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -286149.406250 Penalty: 2549.887451
	Iteration 33Q: 3 clusters Score -286149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -286149.906250 Penalty: 2549.887451
	Iteration 34Q: 3 clusters Score -286149.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -286150.781250 Penalty: 2549.887451
	Iteration 35Q: 3 clusters Score -286150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -286152.968750 Penalty: 2549.887451
	Iteration 36Q: 3 clusters Score -286153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -286155.437500 Penalty: 2549.887451
	Iteration 37Q: 3 clusters Score -286155.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -286157.812500 Penalty: 2549.887451
	Iteration 38Q: 3 clusters Score -286157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -286160.343750 Penalty: 2549.887451
	Iteration 39Q: 3 clusters Score -286160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -286160.906250 Penalty: 2549.887451
	Iteration 40F: 3 clusters Score -286160.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -286162.750000 Penalty: 2549.887451
	Iteration 41Q: 3 clusters Score -286162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -286164.937500 Penalty: 2549.887451
	Iteration 42Q: 3 clusters Score -286164.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -286166.312500 Penalty: 2549.887451
	Iteration 43Q: 3 clusters Score -286166.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -286167.718750 Penalty: 2549.887451
	Iteration 44Q: 3 clusters Score -286167.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -286168.843750 Penalty: 2549.887451
	Iteration 45Q: 3 clusters Score -286168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -286169.156250 Penalty: 2549.887451
	Iteration 46Q: 3 clusters Score -286169.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -286169.687500 Penalty: 2549.887451
	Iteration 47Q: 3 clusters Score -286169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -286170.968750 Penalty: 2549.887451
	Iteration 48Q: 3 clusters Score -286171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -286171.281250 Penalty: 2549.887451
	Iteration 49Q: 3 clusters Score -286171.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -286173.750000 Penalty: 2549.887451
	Iteration 50Q: 3 clusters Score -286173.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -286175.250000 Penalty: 2549.887451
	Iteration 51Q: 3 clusters Score -286175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -286175.968750 Penalty: 2549.887451
	Iteration 52Q: 3 clusters Score -286176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -286177.000000 Penalty: 2549.887451
	Iteration 53Q: 3 clusters Score -286177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -286177.406250 Penalty: 2549.887451
	Iteration 54Q: 3 clusters Score -286177.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -286177.406250 Penalty: 2549.887451
	Iteration 55F: 3 clusters Score -286177.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Entering Unmasked Estep 
Score: -1060604.625000 Penalty: 1467.688721
	Iteration 0F: 2 clusters Score -1060605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1054552.250000 Penalty: 2935.377441
	Iteration 0F: 3 clusters Score -1054552 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1056464.000000 Penalty: 2935.377441
	Iteration 1F: 3 clusters Score -1056464 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1056742.375000 Penalty: 2935.377441
	Iteration 2F: 3 clusters Score -1056742 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1056990.500000 Penalty: 2935.377441
	Iteration 3F: 3 clusters Score -1056990 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1057213.000000 Penalty: 2935.377441
	Iteration 4Q: 3 clusters Score -1057213 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1057415.250000 Penalty: 2935.377441
	Iteration 5Q: 3 clusters Score -1057415 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1057605.125000 Penalty: 2935.377441
	Iteration 6Q: 3 clusters Score -1057605 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1057783.625000 Penalty: 2935.377441
	Iteration 7Q: 3 clusters Score -1057784 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1057970.250000 Penalty: 2935.377441
	Iteration 8Q: 3 clusters Score -1057970 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1058156.375000 Penalty: 2935.377441
	Iteration 9Q: 3 clusters Score -1058156 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1058295.625000 Penalty: 2935.377441
	Iteration 10Q: 3 clusters Score -1058296 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1058420.750000 Penalty: 2935.377441
	Iteration 11Q: 3 clusters Score -1058421 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1058523.250000 Penalty: 2935.377441
	Iteration 12Q: 3 clusters Score -1058523 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1058631.625000 Penalty: 2935.377441
	Iteration 13Q: 3 clusters Score -1058632 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1058734.375000 Penalty: 2935.377441
	Iteration 14Q: 3 clusters Score -1058734 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1058805.625000 Penalty: 2935.377441
	Iteration 15Q: 3 clusters Score -1058806 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1058854.250000 Penalty: 2935.377441
	Iteration 16Q: 3 clusters Score -1058854 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1058896.875000 Penalty: 2935.377441
	Iteration 17Q: 3 clusters Score -1058897 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1058933.875000 Penalty: 2935.377441
	Iteration 18Q: 3 clusters Score -1058934 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1058968.250000 Penalty: 2935.377441
	Iteration 19Q: 3 clusters Score -1058968 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1058995.625000 Penalty: 2935.377441
	Iteration 20F: 3 clusters Score -1058996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1059018.000000 Penalty: 2935.377441
	Iteration 21Q: 3 clusters Score -1059018 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1059046.375000 Penalty: 2935.377441
	Iteration 22Q: 3 clusters Score -1059046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1059068.875000 Penalty: 2935.377441
	Iteration 23Q: 3 clusters Score -1059069 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1059089.750000 Penalty: 2935.377441
	Iteration 24Q: 3 clusters Score -1059090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1059104.750000 Penalty: 2935.377441
	Iteration 25Q: 3 clusters Score -1059105 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1059123.875000 Penalty: 2935.377441
	Iteration 26Q: 3 clusters Score -1059124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1059142.500000 Penalty: 2935.377441
	Iteration 27Q: 3 clusters Score -1059142 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1059160.000000 Penalty: 2935.377441
	Iteration 28Q: 3 clusters Score -1059160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1059170.000000 Penalty: 2935.377441
	Iteration 29Q: 3 clusters Score -1059170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1059180.875000 Penalty: 2935.377441
	Iteration 30Q: 3 clusters Score -1059181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1059185.500000 Penalty: 2935.377441
	Iteration 31Q: 3 clusters Score -1059186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1059191.500000 Penalty: 2935.377441
	Iteration 32Q: 3 clusters Score -1059192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1059199.250000 Penalty: 2935.377441
	Iteration 33Q: 3 clusters Score -1059199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1059200.750000 Penalty: 2935.377441
	Iteration 34Q: 3 clusters Score -1059201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1059207.875000 Penalty: 2935.377441
	Iteration 35Q: 3 clusters Score -1059208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1059211.875000 Penalty: 2935.377441
	Iteration 36Q: 3 clusters Score -1059212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1059216.250000 Penalty: 2935.377441
	Iteration 37Q: 3 clusters Score -1059216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1059226.875000 Penalty: 2935.377441
	Iteration 38Q: 3 clusters Score -1059227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1059242.000000 Penalty: 2935.377441
	Iteration 39Q: 3 clusters Score -1059242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1059257.500000 Penalty: 2935.377441
	Iteration 40F: 3 clusters Score -1059258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1059274.750000 Penalty: 2935.377441
	Iteration 41Q: 3 clusters Score -1059275 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1059289.500000 Penalty: 2935.377441
	Iteration 42Q: 3 clusters Score -1059290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1059297.750000 Penalty: 2935.377441
	Iteration 43Q: 3 clusters Score -1059298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1059302.000000 Penalty: 2935.377441
	Iteration 44Q: 3 clusters Score -1059302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1059314.500000 Penalty: 2935.377441
	Iteration 45Q: 3 clusters Score -1059314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1059327.625000 Penalty: 2935.377441
	Iteration 46Q: 3 clusters Score -1059328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1059341.750000 Penalty: 2935.377441
	Iteration 47Q: 3 clusters Score -1059342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1059351.125000 Penalty: 2935.377441
	Iteration 48Q: 3 clusters Score -1059351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1059372.125000 Penalty: 2935.377441
	Iteration 49Q: 3 clusters Score -1059372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1059396.625000 Penalty: 2935.377441
	Iteration 50Q: 3 clusters Score -1059397 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1059415.625000 Penalty: 2935.377441
	Iteration 51Q: 3 clusters Score -1059416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1059427.125000 Penalty: 2935.377441
	Iteration 52Q: 3 clusters Score -1059427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1059436.750000 Penalty: 2935.377441
	Iteration 53Q: 3 clusters Score -1059437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1059437.625000 Penalty: 2935.377441
	Iteration 54Q: 3 clusters Score -1059438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1059440.750000 Penalty: 2935.377441
	Iteration 55Q: 3 clusters Score -1059441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1059445.250000 Penalty: 2935.377441
	Iteration 56Q: 3 clusters Score -1059445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1059455.750000 Penalty: 2935.377441
	Iteration 57Q: 3 clusters Score -1059456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1059459.625000 Penalty: 2935.377441
	Iteration 58Q: 3 clusters Score -1059460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1059461.750000 Penalty: 2935.377441
	Iteration 59Q: 3 clusters Score -1059462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1059467.500000 Penalty: 2935.377441
	Iteration 60F: 3 clusters Score -1059468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1059467.875000 Penalty: 2935.377441
	Iteration 61Q: 3 clusters Score -1059468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1059469.500000 Penalty: 2935.377441
	Iteration 62Q: 3 clusters Score -1059470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1059472.500000 Penalty: 2935.377441
	Iteration 63Q: 3 clusters Score -1059472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1059476.000000 Penalty: 2935.377441
	Iteration 64Q: 3 clusters Score -1059476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1059478.375000 Penalty: 2935.377441
	Iteration 65Q: 3 clusters Score -1059478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1059477.750000 Penalty: 2935.377441
	Iteration 66Q: 3 clusters Score -1059478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1059485.000000 Penalty: 2935.377441
	Iteration 67Q: 3 clusters Score -1059485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1059485.000000 Penalty: 2935.377441
	Iteration 68Q: 3 clusters Score -1059485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1059489.375000 Penalty: 2935.377441
	Iteration 69Q: 3 clusters Score -1059489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1059490.750000 Penalty: 2935.377441
	Iteration 70Q: 3 clusters Score -1059491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1059493.250000 Penalty: 2935.377441
	Iteration 71Q: 3 clusters Score -1059493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1059494.375000 Penalty: 2935.377441
	Iteration 72Q: 3 clusters Score -1059494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1059497.500000 Penalty: 2935.377441
	Iteration 73Q: 3 clusters Score -1059498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1059500.625000 Penalty: 2935.377441
	Iteration 74Q: 3 clusters Score -1059501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1059503.375000 Penalty: 2935.377441
	Iteration 75Q: 3 clusters Score -1059503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1059506.875000 Penalty: 2935.377441
	Iteration 76Q: 3 clusters Score -1059507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1059511.500000 Penalty: 2935.377441
	Iteration 77Q: 3 clusters Score -1059512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1059517.250000 Penalty: 2935.377441
	Iteration 78Q: 3 clusters Score -1059517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1059518.625000 Penalty: 2935.377441
	Iteration 79Q: 3 clusters Score -1059519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1059523.000000 Penalty: 2935.377441
	Iteration 80F: 3 clusters Score -1059523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1059524.750000 Penalty: 2935.377441
	Iteration 81Q: 3 clusters Score -1059525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1059525.000000 Penalty: 2935.377441
	Iteration 82Q: 3 clusters Score -1059525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1059528.875000 Penalty: 2935.377441
	Iteration 83Q: 3 clusters Score -1059529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1059533.250000 Penalty: 2935.377441
	Iteration 84Q: 3 clusters Score -1059533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1059534.125000 Penalty: 2935.377441
	Iteration 85Q: 3 clusters Score -1059534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1059538.750000 Penalty: 2935.377441
	Iteration 86Q: 3 clusters Score -1059539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1059540.000000 Penalty: 2935.377441
	Iteration 87Q: 3 clusters Score -1059540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1059543.000000 Penalty: 2935.377441
	Iteration 88Q: 3 clusters Score -1059543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1059544.250000 Penalty: 2935.377441
	Iteration 89Q: 3 clusters Score -1059544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1059549.500000 Penalty: 2935.377441
	Iteration 90Q: 3 clusters Score -1059550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1059554.250000 Penalty: 2935.377441
	Iteration 91Q: 3 clusters Score -1059554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1059556.250000 Penalty: 2935.377441
	Iteration 92Q: 3 clusters Score -1059556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1059559.000000 Penalty: 2935.377441
	Iteration 93Q: 3 clusters Score -1059559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1059563.375000 Penalty: 2935.377441
	Iteration 94Q: 3 clusters Score -1059563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1059564.000000 Penalty: 2935.377441
	Iteration 95Q: 3 clusters Score -1059564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1059566.750000 Penalty: 2935.377441
	Iteration 96Q: 3 clusters Score -1059567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1059566.125000 Penalty: 2935.377441
	Iteration 97Q: 3 clusters Score -1059566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1059570.750000 Penalty: 2935.377441
	Iteration 98Q: 3 clusters Score -1059571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1059571.750000 Penalty: 2935.377441
	Iteration 99Q: 3 clusters Score -1059572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1059570.375000 Penalty: 2935.377441
	Iteration 100F: 3 clusters Score -1059570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1059574.250000 Penalty: 2935.377441
	Iteration 101Q: 3 clusters Score -1059574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1059576.500000 Penalty: 2935.377441
	Iteration 102Q: 3 clusters Score -1059576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1059576.500000 Penalty: 2935.377441
	Iteration 103Q: 3 clusters Score -1059576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1059576.250000 Penalty: 2935.377441
	Iteration 104Q: 3 clusters Score -1059576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1059579.375000 Penalty: 2935.377441
	Iteration 105Q: 3 clusters Score -1059579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1059579.875000 Penalty: 2935.377441
	Iteration 106Q: 3 clusters Score -1059580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1059579.250000 Penalty: 2935.377441
	Iteration 107Q: 3 clusters Score -1059579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1059578.875000 Penalty: 2935.377441
	Iteration 108Q: 3 clusters Score -1059579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1059580.125000 Penalty: 2935.377441
	Iteration 109Q: 3 clusters Score -1059580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1059584.750000 Penalty: 2935.377441
	Iteration 110Q: 3 clusters Score -1059585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1059585.125000 Penalty: 2935.377441
	Iteration 111Q: 3 clusters Score -1059585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1059587.500000 Penalty: 2935.377441
	Iteration 112Q: 3 clusters Score -1059588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1059589.250000 Penalty: 2935.377441
	Iteration 113Q: 3 clusters Score -1059589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1059590.125000 Penalty: 2935.377441
	Iteration 114Q: 3 clusters Score -1059590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1059591.500000 Penalty: 2935.377441
	Iteration 115Q: 3 clusters Score -1059592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1059594.125000 Penalty: 2935.377441
	Iteration 116Q: 3 clusters Score -1059594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1059594.750000 Penalty: 2935.377441
	Iteration 117Q: 3 clusters Score -1059595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1059595.625000 Penalty: 2935.377441
	Iteration 118Q: 3 clusters Score -1059596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1059597.250000 Penalty: 2935.377441
	Iteration 119Q: 3 clusters Score -1059597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1059597.375000 Penalty: 2935.377441
	Iteration 120F: 3 clusters Score -1059597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1059598.750000 Penalty: 2935.377441
	Iteration 121Q: 3 clusters Score -1059599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1059598.625000 Penalty: 2935.377441
	Iteration 122Q: 3 clusters Score -1059599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1059600.250000 Penalty: 2935.377441
	Iteration 123Q: 3 clusters Score -1059600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1059601.750000 Penalty: 2935.377441
	Iteration 124Q: 3 clusters Score -1059602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1059601.375000 Penalty: 2935.377441
	Iteration 125Q: 3 clusters Score -1059601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1059602.500000 Penalty: 2935.377441
	Iteration 126Q: 3 clusters Score -1059602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1059602.750000 Penalty: 2935.377441
	Iteration 127Q: 3 clusters Score -1059603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1059602.875000 Penalty: 2935.377441
	Iteration 128Q: 3 clusters Score -1059603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1059602.875000 Penalty: 2935.377441
	Iteration 129Q: 3 clusters Score -1059603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1059602.250000 Penalty: 2935.377441
	Iteration 130Q: 3 clusters Score -1059602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1059602.625000 Penalty: 2935.377441
	Iteration 131Q: 3 clusters Score -1059603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1059602.625000 Penalty: 2935.377441
	Iteration 132F: 3 clusters Score -1059603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Entering Unmasked Estep 
Score: -1976863.750000 Penalty: 1568.754150
	Iteration 0F: 2 clusters Score -1976864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1966077.500000 Penalty: 3137.508301
	Iteration 0F: 3 clusters Score -1966078 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1969690.125000 Penalty: 3137.508301
	Iteration 1F: 3 clusters Score -1969690 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1969898.500000 Penalty: 3137.508301
	Iteration 2Q: 3 clusters Score -1969898 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1970059.375000 Penalty: 3137.508301
	Iteration 3Q: 3 clusters Score -1970059 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1970202.000000 Penalty: 3137.508301
	Iteration 4Q: 3 clusters Score -1970202 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1970327.500000 Penalty: 3137.508301
	Iteration 5Q: 3 clusters Score -1970328 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1970441.625000 Penalty: 3137.508301
	Iteration 6Q: 3 clusters Score -1970442 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1970519.750000 Penalty: 3137.508301
	Iteration 7Q: 3 clusters Score -1970520 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1970622.375000 Penalty: 3137.508301
	Iteration 8Q: 3 clusters Score -1970622 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1970708.500000 Penalty: 3137.508301
	Iteration 9Q: 3 clusters Score -1970708 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1970789.500000 Penalty: 3137.508301
	Iteration 10Q: 3 clusters Score -1970790 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1970872.125000 Penalty: 3137.508301
	Iteration 11Q: 3 clusters Score -1970872 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1970949.750000 Penalty: 3137.508301
	Iteration 12Q: 3 clusters Score -1970950 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1971044.250000 Penalty: 3137.508301
	Iteration 13Q: 3 clusters Score -1971044 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1971143.250000 Penalty: 3137.508301
	Iteration 14Q: 3 clusters Score -1971143 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1971228.875000 Penalty: 3137.508301
	Iteration 15Q: 3 clusters Score -1971229 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1971334.250000 Penalty: 3137.508301
	Iteration 16Q: 3 clusters Score -1971334 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1971447.000000 Penalty: 3137.508301
	Iteration 17Q: 3 clusters Score -1971447 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1971586.125000 Penalty: 3137.508301
	Iteration 18Q: 3 clusters Score -1971586 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1971750.500000 Penalty: 3137.508301
	Iteration 19Q: 3 clusters Score -1971750 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1971963.500000 Penalty: 3137.508301
	Iteration 20F: 3 clusters Score -1971964 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1972247.125000 Penalty: 3137.508301
	Iteration 21Q: 3 clusters Score -1972247 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1972550.750000 Penalty: 3137.508301
	Iteration 22Q: 3 clusters Score -1972551 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1972813.750000 Penalty: 3137.508301
	Iteration 23Q: 3 clusters Score -1972814 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1972991.375000 Penalty: 3137.508301
	Iteration 24Q: 3 clusters Score -1972991 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1973091.875000 Penalty: 3137.508301
	Iteration 25Q: 3 clusters Score -1973092 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1973172.000000 Penalty: 3137.508301
	Iteration 26Q: 3 clusters Score -1973172 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1973232.750000 Penalty: 3137.508301
	Iteration 27Q: 3 clusters Score -1973233 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1973278.125000 Penalty: 3137.508301
	Iteration 28Q: 3 clusters Score -1973278 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1973329.750000 Penalty: 3137.508301
	Iteration 29Q: 3 clusters Score -1973330 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1973387.875000 Penalty: 3137.508301
	Iteration 30Q: 3 clusters Score -1973388 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1973452.375000 Penalty: 3137.508301
	Iteration 31Q: 3 clusters Score -1973452 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1973525.625000 Penalty: 3137.508301
	Iteration 32Q: 3 clusters Score -1973526 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1973590.000000 Penalty: 3137.508301
	Iteration 33Q: 3 clusters Score -1973590 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1973650.875000 Penalty: 3137.508301
	Iteration 34Q: 3 clusters Score -1973651 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1973718.875000 Penalty: 3137.508301
	Iteration 35Q: 3 clusters Score -1973719 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1973802.625000 Penalty: 3137.508301
	Iteration 36Q: 3 clusters Score -1973803 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1973883.000000 Penalty: 3137.508301
	Iteration 37Q: 3 clusters Score -1973883 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1973981.375000 Penalty: 3137.508301
	Iteration 38Q: 3 clusters Score -1973981 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1974095.625000 Penalty: 3137.508301
	Iteration 39Q: 3 clusters Score -1974096 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1974194.875000 Penalty: 3137.508301
	Iteration 40F: 3 clusters Score -1974195 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1974283.250000 Penalty: 3137.508301
	Iteration 41Q: 3 clusters Score -1974283 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1974378.125000 Penalty: 3137.508301
	Iteration 42Q: 3 clusters Score -1974378 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1974469.250000 Penalty: 3137.508301
	Iteration 43Q: 3 clusters Score -1974469 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1974535.750000 Penalty: 3137.508301
	Iteration 44Q: 3 clusters Score -1974536 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1974607.500000 Penalty: 3137.508301
	Iteration 45Q: 3 clusters Score -1974608 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1974686.000000 Penalty: 3137.508301
	Iteration 46Q: 3 clusters Score -1974686 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1974769.750000 Penalty: 3137.508301
	Iteration 47Q: 3 clusters Score -1974770 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1974861.625000 Penalty: 3137.508301
	Iteration 48Q: 3 clusters Score -1974862 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1974939.500000 Penalty: 3137.508301
	Iteration 49Q: 3 clusters Score -1974940 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1975021.625000 Penalty: 3137.508301
	Iteration 50Q: 3 clusters Score -1975022 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1975072.375000 Penalty: 3137.508301
	Iteration 51Q: 3 clusters Score -1975072 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1975116.500000 Penalty: 3137.508301
	Iteration 52Q: 3 clusters Score -1975116 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1975158.375000 Penalty: 3137.508301
	Iteration 53Q: 3 clusters Score -1975158 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1975193.750000 Penalty: 3137.508301
	Iteration 54Q: 3 clusters Score -1975194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1975236.375000 Penalty: 3137.508301
	Iteration 55Q: 3 clusters Score -1975236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1975269.750000 Penalty: 3137.508301
	Iteration 56Q: 3 clusters Score -1975270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1975296.000000 Penalty: 3137.508301
	Iteration 57Q: 3 clusters Score -1975296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1975315.125000 Penalty: 3137.508301
	Iteration 58Q: 3 clusters Score -1975315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1975327.000000 Penalty: 3137.508301
	Iteration 59Q: 3 clusters Score -1975327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1975338.875000 Penalty: 3137.508301
	Iteration 60F: 3 clusters Score -1975339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1975349.500000 Penalty: 3137.508301
	Iteration 61Q: 3 clusters Score -1975350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1975353.500000 Penalty: 3137.508301
	Iteration 62Q: 3 clusters Score -1975354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1975362.750000 Penalty: 3137.508301
	Iteration 63Q: 3 clusters Score -1975363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1975371.375000 Penalty: 3137.508301
	Iteration 64Q: 3 clusters Score -1975371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1975377.375000 Penalty: 3137.508301
	Iteration 65Q: 3 clusters Score -1975377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1975383.375000 Penalty: 3137.508301
	Iteration 66Q: 3 clusters Score -1975383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1975394.375000 Penalty: 3137.508301
	Iteration 67Q: 3 clusters Score -1975394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1975398.375000 Penalty: 3137.508301
	Iteration 68Q: 3 clusters Score -1975398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1975405.500000 Penalty: 3137.508301
	Iteration 69Q: 3 clusters Score -1975406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1975412.500000 Penalty: 3137.508301
	Iteration 70Q: 3 clusters Score -1975412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1975413.625000 Penalty: 3137.508301
	Iteration 71Q: 3 clusters Score -1975414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1975420.875000 Penalty: 3137.508301
	Iteration 72Q: 3 clusters Score -1975421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1975425.625000 Penalty: 3137.508301
	Iteration 73Q: 3 clusters Score -1975426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1975428.000000 Penalty: 3137.508301
	Iteration 74Q: 3 clusters Score -1975428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1975431.125000 Penalty: 3137.508301
	Iteration 75Q: 3 clusters Score -1975431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1975434.875000 Penalty: 3137.508301
	Iteration 76Q: 3 clusters Score -1975435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1975438.625000 Penalty: 3137.508301
	Iteration 77Q: 3 clusters Score -1975439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1975447.750000 Penalty: 3137.508301
	Iteration 78Q: 3 clusters Score -1975448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1975453.625000 Penalty: 3137.508301
	Iteration 79Q: 3 clusters Score -1975454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1975454.000000 Penalty: 3137.508301
	Iteration 80F: 3 clusters Score -1975454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1975455.000000 Penalty: 3137.508301
	Iteration 81Q: 3 clusters Score -1975455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1975455.000000 Penalty: 3137.508301
	Iteration 82F: 3 clusters Score -1975455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (42707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Entering Unmasked Estep 
Score: -5321955.000000 Penalty: 1732.594116
	Iteration 0F: 2 clusters Score -5321955 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 21226 members 
Entering Unmasked Estep 
Score: -5293593.500000 Penalty: 3465.188232
	Iteration 0F: 3 clusters Score -5293594 nChanged 19841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -5304705.500000 Penalty: 3465.188232
	Iteration 1F: 3 clusters Score -5304706 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -5305200.500000 Penalty: 3465.188232
	Iteration 2Q: 3 clusters Score -5305200 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -5305776.000000 Penalty: 3465.188232
	Iteration 3Q: 3 clusters Score -5305776 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -5306444.000000 Penalty: 3465.188232
	Iteration 4Q: 3 clusters Score -5306444 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -5307282.000000 Penalty: 3465.188232
	Iteration 5Q: 3 clusters Score -5307282 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -5308468.500000 Penalty: 3465.188232
	Iteration 6Q: 3 clusters Score -5308468 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -5310067.000000 Penalty: 3465.188232
	Iteration 7F: 3 clusters Score -5310067 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -5312057.500000 Penalty: 3465.188232
	Iteration 8F: 3 clusters Score -5312058 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -5314435.000000 Penalty: 3465.188232
	Iteration 9F: 3 clusters Score -5314435 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -5316817.500000 Penalty: 3465.188232
	Iteration 10F: 3 clusters Score -5316818 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5318566.500000 Penalty: 3465.188232
	Iteration 11Q: 3 clusters Score -5318566 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5319621.000000 Penalty: 3465.188232
	Iteration 12Q: 3 clusters Score -5319621 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5320062.000000 Penalty: 3465.188232
	Iteration 13Q: 3 clusters Score -5320062 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5320220.000000 Penalty: 3465.188232
	Iteration 14Q: 3 clusters Score -5320220 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5320298.500000 Penalty: 3465.188232
	Iteration 15Q: 3 clusters Score -5320298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5320346.000000 Penalty: 3465.188232
	Iteration 16Q: 3 clusters Score -5320346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5320369.500000 Penalty: 3465.188232
	Iteration 17Q: 3 clusters Score -5320370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5320390.000000 Penalty: 3465.188232
	Iteration 18Q: 3 clusters Score -5320390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5320395.500000 Penalty: 3465.188232
	Iteration 19Q: 3 clusters Score -5320396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5320409.000000 Penalty: 3465.188232
	Iteration 20F: 3 clusters Score -5320409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5320418.000000 Penalty: 3465.188232
	Iteration 21Q: 3 clusters Score -5320418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5320428.500000 Penalty: 3465.188232
	Iteration 22Q: 3 clusters Score -5320428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5320433.500000 Penalty: 3465.188232
	Iteration 23Q: 3 clusters Score -5320434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5320441.000000 Penalty: 3465.188232
	Iteration 24Q: 3 clusters Score -5320441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5320439.000000 Penalty: 3465.188232
	Iteration 25Q: 3 clusters Score -5320439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5320439.000000 Penalty: 3465.188232
	Iteration 26F: 3 clusters Score -5320439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 5706 members 
Mstep: Class 3 contains 30508 members 
Mstep: Class 4 contains 26729 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69934 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 15483 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11372 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21656 members 
Mstep: Class 16 contains 74978 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 57889 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642072.000000 Penalty: 53427.796875
Iteration 199Q: 26 clusters Score -6.264207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 5702 members 
Mstep: Class 3 contains 30513 members 
Mstep: Class 4 contains 26724 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 69932 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 15482 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 11371 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21656 members 
Mstep: Class 16 contains 74982 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 57886 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642096.000000 Penalty: 53427.796875
Iteration 200F: 26 clusters Score -6.26421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 30517 members 
Mstep: Class 4 contains 26718 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69932 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 15482 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 11370 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21655 members 
Mstep: Class 16 contains 74983 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57882 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642088.000000 Penalty: 53427.796875
Iteration 201Q: 26 clusters Score -6.264209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 30526 members 
Mstep: Class 4 contains 26715 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69931 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15480 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11369 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21655 members 
Mstep: Class 16 contains 74983 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57882 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642076.000000 Penalty: 53427.796875
Iteration 202Q: 26 clusters Score -6.264208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 30532 members 
Mstep: Class 4 contains 26712 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69931 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15477 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11369 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21655 members 
Mstep: Class 16 contains 74982 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57880 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642112.000000 Penalty: 53427.796875
Iteration 203Q: 26 clusters Score -6.264211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30534 members 
Mstep: Class 4 contains 26710 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69928 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15481 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11369 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21655 members 
Mstep: Class 16 contains 74982 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57877 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642124.000000 Penalty: 53427.796875
Iteration 204Q: 26 clusters Score -6.264212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 30533 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69926 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11369 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21655 members 
Mstep: Class 16 contains 74982 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57875 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642108.000000 Penalty: 53427.796875
Iteration 205Q: 26 clusters Score -6.264211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 30536 members 
Mstep: Class 4 contains 26706 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69925 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15487 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11370 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21655 members 
Mstep: Class 16 contains 74982 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57873 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642076.000000 Penalty: 53427.796875
Iteration 206Q: 26 clusters Score -6.264208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 30535 members 
Mstep: Class 4 contains 26705 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69922 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15490 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11370 members 
Mstep: Class 14 contains 4055 members 
Mstep: Class 15 contains 21655 members 
Mstep: Class 16 contains 74982 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57875 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642076.000000 Penalty: 53427.796875
Iteration 207Q: 26 clusters Score -6.264208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 30536 members 
Mstep: Class 4 contains 26703 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69921 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15489 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11369 members 
Mstep: Class 14 contains 4055 members 
Mstep: Class 15 contains 21655 members 
Mstep: Class 16 contains 74982 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57876 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8364 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642072.000000 Penalty: 53427.796875
Iteration 208Q: 26 clusters Score -6.264207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 30536 members 
Mstep: Class 4 contains 26703 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69921 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15489 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11369 members 
Mstep: Class 14 contains 4054 members 
Mstep: Class 15 contains 21654 members 
Mstep: Class 16 contains 74982 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57875 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8364 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642096.000000 Penalty: 53427.796875
Iteration 209Q: 26 clusters Score -6.26421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30534 members 
Mstep: Class 4 contains 26704 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69920 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15491 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11368 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21652 members 
Mstep: Class 16 contains 74982 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57876 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8364 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642132.000000 Penalty: 53427.796875
Iteration 210Q: 26 clusters Score -6.264213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30533 members 
Mstep: Class 4 contains 26704 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 69919 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11368 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21648 members 
Mstep: Class 16 contains 74982 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57877 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8364 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642108.000000 Penalty: 53427.796875
Iteration 211Q: 26 clusters Score -6.264211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30533 members 
Mstep: Class 4 contains 26702 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 69918 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21646 members 
Mstep: Class 16 contains 74983 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57878 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8364 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642140.000000 Penalty: 53427.796875
Iteration 212Q: 26 clusters Score -6.264214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30533 members 
Mstep: Class 4 contains 26700 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 69918 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21645 members 
Mstep: Class 16 contains 74983 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57879 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8364 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642120.000000 Penalty: 53427.796875
Iteration 213Q: 26 clusters Score -6.264212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30533 members 
Mstep: Class 4 contains 26700 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 69917 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21643 members 
Mstep: Class 16 contains 74982 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57883 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8364 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642104.000000 Penalty: 53427.796875
Iteration 214Q: 26 clusters Score -6.26421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30533 members 
Mstep: Class 4 contains 26699 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 69916 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21642 members 
Mstep: Class 16 contains 74982 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57886 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642120.000000 Penalty: 53427.796875
Iteration 215Q: 26 clusters Score -6.264212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30533 members 
Mstep: Class 4 contains 26699 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 69914 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21640 members 
Mstep: Class 16 contains 74982 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6393 members 
Mstep: Class 20 contains 57891 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642136.000000 Penalty: 53427.796875
Iteration 216Q: 26 clusters Score -6.264214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30534 members 
Mstep: Class 4 contains 26699 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 69916 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21637 members 
Mstep: Class 16 contains 74984 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 57891 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642108.000000 Penalty: 53427.796875
Iteration 217Q: 26 clusters Score -6.264211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30534 members 
Mstep: Class 4 contains 26699 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 69917 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21636 members 
Mstep: Class 16 contains 74984 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6395 members 
Mstep: Class 20 contains 57891 members 
Mstep: Class 21 contains 14115 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642120.000000 Penalty: 53427.796875
Iteration 218Q: 26 clusters Score -6.264212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30534 members 
Mstep: Class 4 contains 26699 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 69919 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21635 members 
Mstep: Class 16 contains 74984 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6395 members 
Mstep: Class 20 contains 57892 members 
Mstep: Class 21 contains 14114 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642152.000000 Penalty: 53427.796875
Iteration 219Q: 26 clusters Score -6.264215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30536 members 
Mstep: Class 4 contains 26699 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 69920 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21635 members 
Mstep: Class 16 contains 74984 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 57893 members 
Mstep: Class 21 contains 14114 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642124.000000 Penalty: 53427.796875
Iteration 220F: 26 clusters Score -6.264212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30536 members 
Mstep: Class 4 contains 26699 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 69920 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21635 members 
Mstep: Class 16 contains 74984 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 57893 members 
Mstep: Class 21 contains 14114 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642132.000000 Penalty: 53427.796875
Iteration 221Q: 26 clusters Score -6.264213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30536 members 
Mstep: Class 4 contains 26699 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 69920 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21635 members 
Mstep: Class 16 contains 74984 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 57893 members 
Mstep: Class 21 contains 14114 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642132.000000 Penalty: 53427.796875
Iteration 222F: 26 clusters Score -6.264213e+07 nChanged 0
Entering ConstructFrom: 
Score: -62642132.000000 Penalty: 53427.796875
Entering ConstructFrom: 
Trying to split cluster 1 (83608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Entering Unmasked Estep 
Score: -10329354.000000 Penalty: 1841.757935
	Iteration 0F: 2 clusters Score -1.032935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -10277568.000000 Penalty: 3683.515869
	Iteration 0F: 3 clusters Score -1.027757e+07 nChanged 39671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -10300424.000000 Penalty: 3683.515869
	Iteration 1F: 3 clusters Score -1.030042e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -10300887.000000 Penalty: 3683.515869
	Iteration 2Q: 3 clusters Score -1.030089e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -10301382.000000 Penalty: 3683.515869
	Iteration 3Q: 3 clusters Score -1.030138e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -10302082.000000 Penalty: 3683.515869
	Iteration 4Q: 3 clusters Score -1.030208e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -10303142.000000 Penalty: 3683.515869
	Iteration 5Q: 3 clusters Score -1.030314e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -10305002.000000 Penalty: 3683.515869
	Iteration 6Q: 3 clusters Score -1.0305e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -10307882.000000 Penalty: 3683.515869
	Iteration 7F: 3 clusters Score -1.030788e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -10311814.000000 Penalty: 3683.515869
	Iteration 8F: 3 clusters Score -1.031181e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 68528 members 
Entering Unmasked Estep 
Score: -10316193.000000 Penalty: 3683.515869
	Iteration 9F: 3 clusters Score -1.031619e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 74091 members 
Entering Unmasked Estep 
Score: -10319803.000000 Penalty: 3683.515869
	Iteration 10F: 3 clusters Score -1.03198e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -10322690.000000 Penalty: 3683.515869
	Iteration 11Q: 3 clusters Score -1.032269e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -10324916.000000 Penalty: 3683.515869
	Iteration 12Q: 3 clusters Score -1.032492e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 82158 members 
Entering Unmasked Estep 
Score: -10326370.000000 Penalty: 3683.515869
	Iteration 13Q: 3 clusters Score -1.032637e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -10327125.000000 Penalty: 3683.515869
	Iteration 14Q: 3 clusters Score -1.032712e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -10327525.000000 Penalty: 3683.515869
	Iteration 15Q: 3 clusters Score -1.032752e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 83323 members 
Entering Unmasked Estep 
Score: -10327679.000000 Penalty: 3683.515869
	Iteration 16Q: 3 clusters Score -1.032768e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 83368 members 
Entering Unmasked Estep 
Score: -10327767.000000 Penalty: 3683.515869
	Iteration 17Q: 3 clusters Score -1.032777e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -10327810.000000 Penalty: 3683.515869
	Iteration 18Q: 3 clusters Score -1.032781e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -10327854.000000 Penalty: 3683.515869
	Iteration 19Q: 3 clusters Score -1.032785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -10327888.000000 Penalty: 3683.515869
	Iteration 20F: 3 clusters Score -1.032789e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -10327918.000000 Penalty: 3683.515869
	Iteration 21Q: 3 clusters Score -1.032792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -10327945.000000 Penalty: 3683.515869
	Iteration 22Q: 3 clusters Score -1.032794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -10327971.000000 Penalty: 3683.515869
	Iteration 23Q: 3 clusters Score -1.032797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -10327990.000000 Penalty: 3683.515869
	Iteration 24Q: 3 clusters Score -1.032799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -10328009.000000 Penalty: 3683.515869
	Iteration 25Q: 3 clusters Score -1.032801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 83391 members 
Entering Unmasked Estep 
Score: -10328011.000000 Penalty: 3683.515869
	Iteration 26Q: 3 clusters Score -1.032801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 83385 members 
Entering Unmasked Estep 
Score: -10328018.000000 Penalty: 3683.515869
	Iteration 27Q: 3 clusters Score -1.032802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 83379 members 
Entering Unmasked Estep 
Score: -10328029.000000 Penalty: 3683.515869
	Iteration 28Q: 3 clusters Score -1.032803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 83379 members 
Entering Unmasked Estep 
Score: -10328040.000000 Penalty: 3683.515869
	Iteration 29Q: 3 clusters Score -1.032804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83380 members 
Entering Unmasked Estep 
Score: -10328050.000000 Penalty: 3683.515869
	Iteration 30Q: 3 clusters Score -1.032805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -10328048.000000 Penalty: 3683.515869
	Iteration 31Q: 3 clusters Score -1.032805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 83385 members 
Entering Unmasked Estep 
Score: -10328055.000000 Penalty: 3683.515869
	Iteration 32Q: 3 clusters Score -1.032806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -10328052.000000 Penalty: 3683.515869
	Iteration 33Q: 3 clusters Score -1.032805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -10328052.000000 Penalty: 3683.515869
	Iteration 34Q: 3 clusters Score -1.032805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 83385 members 
Entering Unmasked Estep 
Score: -10328049.000000 Penalty: 3683.515869
	Iteration 35Q: 3 clusters Score -1.032805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 83385 members 
Entering Unmasked Estep 
Score: -10328049.000000 Penalty: 3683.515869
	Iteration 36F: 3 clusters Score -1.032805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -10328055.000000 Penalty: 3683.515869
	Iteration 37Q: 3 clusters Score -1.032806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -10328057.000000 Penalty: 3683.515869
	Iteration 38Q: 3 clusters Score -1.032806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -10328058.000000 Penalty: 3683.515869
	Iteration 39Q: 3 clusters Score -1.032806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -10328056.000000 Penalty: 3683.515869
	Iteration 40F: 3 clusters Score -1.032806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 83382 members 
Entering Unmasked Estep 
Score: -10328060.000000 Penalty: 3683.515869
	Iteration 41Q: 3 clusters Score -1.032806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -10328061.000000 Penalty: 3683.515869
	Iteration 42Q: 3 clusters Score -1.032806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -10328061.000000 Penalty: 3683.515869
	Iteration 43F: 3 clusters Score -1.032806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Entering Unmasked Estep 
Score: -708633.875000 Penalty: 1405.079102
	Iteration 0F: 2 clusters Score -708633.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -704185.437500 Penalty: 2810.158203
	Iteration 0F: 3 clusters Score -704185.4 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -705442.687500 Penalty: 2810.158203
	Iteration 1F: 3 clusters Score -705442.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -705615.375000 Penalty: 2810.158203
	Iteration 2F: 3 clusters Score -705615.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -705713.000000 Penalty: 2810.158203
	Iteration 3Q: 3 clusters Score -705713 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -705781.250000 Penalty: 2810.158203
	Iteration 4Q: 3 clusters Score -705781.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -705846.375000 Penalty: 2810.158203
	Iteration 5Q: 3 clusters Score -705846.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -705902.187500 Penalty: 2810.158203
	Iteration 6Q: 3 clusters Score -705902.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -705959.125000 Penalty: 2810.158203
	Iteration 7Q: 3 clusters Score -705959.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -706002.437500 Penalty: 2810.158203
	Iteration 8Q: 3 clusters Score -706002.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -706058.375000 Penalty: 2810.158203
	Iteration 9Q: 3 clusters Score -706058.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -706129.625000 Penalty: 2810.158203
	Iteration 10Q: 3 clusters Score -706129.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -706210.250000 Penalty: 2810.158203
	Iteration 11Q: 3 clusters Score -706210.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -706308.312500 Penalty: 2810.158203
	Iteration 12Q: 3 clusters Score -706308.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -706407.562500 Penalty: 2810.158203
	Iteration 13Q: 3 clusters Score -706407.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -706535.500000 Penalty: 2810.158203
	Iteration 14Q: 3 clusters Score -706535.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -706659.250000 Penalty: 2810.158203
	Iteration 15Q: 3 clusters Score -706659.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -706782.000000 Penalty: 2810.158203
	Iteration 16Q: 3 clusters Score -706782 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -706904.312500 Penalty: 2810.158203
	Iteration 17Q: 3 clusters Score -706904.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -707024.062500 Penalty: 2810.158203
	Iteration 18Q: 3 clusters Score -707024.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -707119.312500 Penalty: 2810.158203
	Iteration 19Q: 3 clusters Score -707119.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -707207.562500 Penalty: 2810.158203
	Iteration 20F: 3 clusters Score -707207.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -707261.187500 Penalty: 2810.158203
	Iteration 21Q: 3 clusters Score -707261.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -707294.062500 Penalty: 2810.158203
	Iteration 22Q: 3 clusters Score -707294.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -707320.562500 Penalty: 2810.158203
	Iteration 23Q: 3 clusters Score -707320.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -707336.750000 Penalty: 2810.158203
	Iteration 24Q: 3 clusters Score -707336.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -707354.000000 Penalty: 2810.158203
	Iteration 25Q: 3 clusters Score -707354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -707365.750000 Penalty: 2810.158203
	Iteration 26Q: 3 clusters Score -707365.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -707377.000000 Penalty: 2810.158203
	Iteration 27Q: 3 clusters Score -707377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -707382.812500 Penalty: 2810.158203
	Iteration 28Q: 3 clusters Score -707382.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -707393.625000 Penalty: 2810.158203
	Iteration 29Q: 3 clusters Score -707393.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -707402.125000 Penalty: 2810.158203
	Iteration 30Q: 3 clusters Score -707402.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -707408.312500 Penalty: 2810.158203
	Iteration 31Q: 3 clusters Score -707408.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -707414.750000 Penalty: 2810.158203
	Iteration 32Q: 3 clusters Score -707414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -707417.687500 Penalty: 2810.158203
	Iteration 33Q: 3 clusters Score -707417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -707419.562500 Penalty: 2810.158203
	Iteration 34Q: 3 clusters Score -707419.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -707422.312500 Penalty: 2810.158203
	Iteration 35Q: 3 clusters Score -707422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -707423.937500 Penalty: 2810.158203
	Iteration 36Q: 3 clusters Score -707423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -707426.125000 Penalty: 2810.158203
	Iteration 37Q: 3 clusters Score -707426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -707428.687500 Penalty: 2810.158203
	Iteration 38Q: 3 clusters Score -707428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -707431.500000 Penalty: 2810.158203
	Iteration 39Q: 3 clusters Score -707431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -707434.437500 Penalty: 2810.158203
	Iteration 40F: 3 clusters Score -707434.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -707435.812500 Penalty: 2810.158203
	Iteration 41Q: 3 clusters Score -707435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -707436.312500 Penalty: 2810.158203
	Iteration 42Q: 3 clusters Score -707436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -707437.375000 Penalty: 2810.158203
	Iteration 43Q: 3 clusters Score -707437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -707437.875000 Penalty: 2810.158203
	Iteration 44Q: 3 clusters Score -707437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -707437.875000 Penalty: 2810.158203
	Iteration 45F: 3 clusters Score -707437.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Entering Unmasked Estep 
Score: -3811568.500000 Penalty: 1678.082642
	Iteration 0F: 2 clusters Score -3811568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3791097.750000 Penalty: 3356.165283
	Iteration 0F: 3 clusters Score -3791098 nChanged 13986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3798808.250000 Penalty: 3356.165283
	Iteration 1F: 3 clusters Score -3798808 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3799178.500000 Penalty: 3356.165283
	Iteration 2Q: 3 clusters Score -3799178 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3799513.000000 Penalty: 3356.165283
	Iteration 3Q: 3 clusters Score -3799513 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3799841.250000 Penalty: 3356.165283
	Iteration 4Q: 3 clusters Score -3799841 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -3800146.500000 Penalty: 3356.165283
	Iteration 5Q: 3 clusters Score -3800146 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -3800461.750000 Penalty: 3356.165283
	Iteration 6Q: 3 clusters Score -3800462 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3800774.750000 Penalty: 3356.165283
	Iteration 7Q: 3 clusters Score -3800775 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3801115.500000 Penalty: 3356.165283
	Iteration 8Q: 3 clusters Score -3801116 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3801488.500000 Penalty: 3356.165283
	Iteration 9Q: 3 clusters Score -3801488 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -3801928.500000 Penalty: 3356.165283
	Iteration 10Q: 3 clusters Score -3801928 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3802488.000000 Penalty: 3356.165283
	Iteration 11Q: 3 clusters Score -3802488 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3803229.000000 Penalty: 3356.165283
	Iteration 12Q: 3 clusters Score -3803229 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3804059.250000 Penalty: 3356.165283
	Iteration 13Q: 3 clusters Score -3804059 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3804707.000000 Penalty: 3356.165283
	Iteration 14Q: 3 clusters Score -3804707 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3805127.750000 Penalty: 3356.165283
	Iteration 15Q: 3 clusters Score -3805128 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -3805333.500000 Penalty: 3356.165283
	Iteration 16Q: 3 clusters Score -3805334 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3805467.500000 Penalty: 3356.165283
	Iteration 17Q: 3 clusters Score -3805468 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3805556.750000 Penalty: 3356.165283
	Iteration 18Q: 3 clusters Score -3805557 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3805645.750000 Penalty: 3356.165283
	Iteration 19Q: 3 clusters Score -3805646 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3805725.000000 Penalty: 3356.165283
	Iteration 20F: 3 clusters Score -3805725 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3805806.000000 Penalty: 3356.165283
	Iteration 21Q: 3 clusters Score -3805806 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3805894.500000 Penalty: 3356.165283
	Iteration 22Q: 3 clusters Score -3805894 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3805993.750000 Penalty: 3356.165283
	Iteration 23Q: 3 clusters Score -3805994 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -3806077.000000 Penalty: 3356.165283
	Iteration 24Q: 3 clusters Score -3806077 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -3806186.750000 Penalty: 3356.165283
	Iteration 25Q: 3 clusters Score -3806187 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3806269.250000 Penalty: 3356.165283
	Iteration 26Q: 3 clusters Score -3806269 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3806374.000000 Penalty: 3356.165283
	Iteration 27Q: 3 clusters Score -3806374 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3806467.250000 Penalty: 3356.165283
	Iteration 28Q: 3 clusters Score -3806467 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3806551.500000 Penalty: 3356.165283
	Iteration 29Q: 3 clusters Score -3806552 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3806620.750000 Penalty: 3356.165283
	Iteration 30Q: 3 clusters Score -3806621 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3806710.750000 Penalty: 3356.165283
	Iteration 31Q: 3 clusters Score -3806711 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -3806818.750000 Penalty: 3356.165283
	Iteration 32Q: 3 clusters Score -3806819 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3806912.500000 Penalty: 3356.165283
	Iteration 33Q: 3 clusters Score -3806912 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3807028.250000 Penalty: 3356.165283
	Iteration 34Q: 3 clusters Score -3807028 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3807170.500000 Penalty: 3356.165283
	Iteration 35Q: 3 clusters Score -3807170 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3807322.250000 Penalty: 3356.165283
	Iteration 36Q: 3 clusters Score -3807322 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -3807451.250000 Penalty: 3356.165283
	Iteration 37Q: 3 clusters Score -3807451 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -3807568.750000 Penalty: 3356.165283
	Iteration 38Q: 3 clusters Score -3807569 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3807659.000000 Penalty: 3356.165283
	Iteration 39Q: 3 clusters Score -3807659 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3807778.500000 Penalty: 3356.165283
	Iteration 40F: 3 clusters Score -3807778 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3807857.000000 Penalty: 3356.165283
	Iteration 41Q: 3 clusters Score -3807857 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3807959.250000 Penalty: 3356.165283
	Iteration 42Q: 3 clusters Score -3807959 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3808048.500000 Penalty: 3356.165283
	Iteration 43Q: 3 clusters Score -3808048 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3808131.250000 Penalty: 3356.165283
	Iteration 44Q: 3 clusters Score -3808131 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3808200.000000 Penalty: 3356.165283
	Iteration 45Q: 3 clusters Score -3808200 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3808282.750000 Penalty: 3356.165283
	Iteration 46Q: 3 clusters Score -3808283 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3808349.750000 Penalty: 3356.165283
	Iteration 47Q: 3 clusters Score -3808350 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3808412.750000 Penalty: 3356.165283
	Iteration 48Q: 3 clusters Score -3808413 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3808506.250000 Penalty: 3356.165283
	Iteration 49Q: 3 clusters Score -3808506 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3808574.000000 Penalty: 3356.165283
	Iteration 50Q: 3 clusters Score -3808574 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3808632.500000 Penalty: 3356.165283
	Iteration 51Q: 3 clusters Score -3808632 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3808716.000000 Penalty: 3356.165283
	Iteration 52Q: 3 clusters Score -3808716 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3808773.000000 Penalty: 3356.165283
	Iteration 53Q: 3 clusters Score -3808773 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -3808847.000000 Penalty: 3356.165283
	Iteration 54Q: 3 clusters Score -3808847 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3808899.250000 Penalty: 3356.165283
	Iteration 55Q: 3 clusters Score -3808899 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -3808975.250000 Penalty: 3356.165283
	Iteration 56Q: 3 clusters Score -3808975 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3809050.750000 Penalty: 3356.165283
	Iteration 57Q: 3 clusters Score -3809051 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3809129.000000 Penalty: 3356.165283
	Iteration 58Q: 3 clusters Score -3809129 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3809202.500000 Penalty: 3356.165283
	Iteration 59Q: 3 clusters Score -3809202 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3809282.250000 Penalty: 3356.165283
	Iteration 60F: 3 clusters Score -3809282 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3809346.750000 Penalty: 3356.165283
	Iteration 61Q: 3 clusters Score -3809347 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -3809437.500000 Penalty: 3356.165283
	Iteration 62Q: 3 clusters Score -3809438 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -3809497.250000 Penalty: 3356.165283
	Iteration 63Q: 3 clusters Score -3809497 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -3809580.250000 Penalty: 3356.165283
	Iteration 64Q: 3 clusters Score -3809580 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -3809650.750000 Penalty: 3356.165283
	Iteration 65Q: 3 clusters Score -3809651 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3809702.000000 Penalty: 3356.165283
	Iteration 66Q: 3 clusters Score -3809702 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -3809749.750000 Penalty: 3356.165283
	Iteration 67Q: 3 clusters Score -3809750 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -3809813.250000 Penalty: 3356.165283
	Iteration 68Q: 3 clusters Score -3809813 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -3809854.500000 Penalty: 3356.165283
	Iteration 69Q: 3 clusters Score -3809854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -3809884.500000 Penalty: 3356.165283
	Iteration 70Q: 3 clusters Score -3809884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -3809916.750000 Penalty: 3356.165283
	Iteration 71Q: 3 clusters Score -3809917 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3809933.750000 Penalty: 3356.165283
	Iteration 72Q: 3 clusters Score -3809934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -3809957.250000 Penalty: 3356.165283
	Iteration 73Q: 3 clusters Score -3809957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3809973.250000 Penalty: 3356.165283
	Iteration 74Q: 3 clusters Score -3809973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -3809993.250000 Penalty: 3356.165283
	Iteration 75Q: 3 clusters Score -3809993 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -3810004.750000 Penalty: 3356.165283
	Iteration 76Q: 3 clusters Score -3810005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3810029.500000 Penalty: 3356.165283
	Iteration 77Q: 3 clusters Score -3810030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -3810040.000000 Penalty: 3356.165283
	Iteration 78Q: 3 clusters Score -3810040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -3810044.250000 Penalty: 3356.165283
	Iteration 79Q: 3 clusters Score -3810044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -3810045.750000 Penalty: 3356.165283
	Iteration 80F: 3 clusters Score -3810046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -3810057.500000 Penalty: 3356.165283
	Iteration 81Q: 3 clusters Score -3810058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -3810064.750000 Penalty: 3356.165283
	Iteration 82Q: 3 clusters Score -3810065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -3810072.500000 Penalty: 3356.165283
	Iteration 83Q: 3 clusters Score -3810072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -3810078.250000 Penalty: 3356.165283
	Iteration 84Q: 3 clusters Score -3810078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -3810076.000000 Penalty: 3356.165283
	Iteration 85Q: 3 clusters Score -3810076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -3810078.000000 Penalty: 3356.165283
	Iteration 86Q: 3 clusters Score -3810078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -3810075.750000 Penalty: 3356.165283
	Iteration 87Q: 3 clusters Score -3810076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -3810083.500000 Penalty: 3356.165283
	Iteration 88Q: 3 clusters Score -3810084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -3810086.000000 Penalty: 3356.165283
	Iteration 89Q: 3 clusters Score -3810086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -3810087.750000 Penalty: 3356.165283
	Iteration 90Q: 3 clusters Score -3810088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -3810087.750000 Penalty: 3356.165283
	Iteration 91F: 3 clusters Score -3810088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Entering Unmasked Estep 
Score: -3350483.000000 Penalty: 1656.262085
	Iteration 0F: 2 clusters Score -3350483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3332392.000000 Penalty: 3312.524170
	Iteration 0F: 3 clusters Score -3332392 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -3339045.750000 Penalty: 3312.524170
	Iteration 1F: 3 clusters Score -3339046 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3339442.750000 Penalty: 3312.524170
	Iteration 2Q: 3 clusters Score -3339443 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3339962.000000 Penalty: 3312.524170
	Iteration 3Q: 3 clusters Score -3339962 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3340800.250000 Penalty: 3312.524170
	Iteration 4F: 3 clusters Score -3340800 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3342170.250000 Penalty: 3312.524170
	Iteration 5F: 3 clusters Score -3342170 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3344177.250000 Penalty: 3312.524170
	Iteration 6F: 3 clusters Score -3344177 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3346326.500000 Penalty: 3312.524170
	Iteration 7F: 3 clusters Score -3346326 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3347892.500000 Penalty: 3312.524170
	Iteration 8F: 3 clusters Score -3347892 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3348561.250000 Penalty: 3312.524170
	Iteration 9Q: 3 clusters Score -3348561 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3348819.500000 Penalty: 3312.524170
	Iteration 10Q: 3 clusters Score -3348820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3348903.750000 Penalty: 3312.524170
	Iteration 11Q: 3 clusters Score -3348904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3348945.750000 Penalty: 3312.524170
	Iteration 12Q: 3 clusters Score -3348946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3348978.750000 Penalty: 3312.524170
	Iteration 13Q: 3 clusters Score -3348979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3348994.500000 Penalty: 3312.524170
	Iteration 14Q: 3 clusters Score -3348994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3349004.500000 Penalty: 3312.524170
	Iteration 15Q: 3 clusters Score -3349004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3349013.750000 Penalty: 3312.524170
	Iteration 16Q: 3 clusters Score -3349014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3349022.750000 Penalty: 3312.524170
	Iteration 17Q: 3 clusters Score -3349023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -3349028.250000 Penalty: 3312.524170
	Iteration 18Q: 3 clusters Score -3349028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3349028.250000 Penalty: 3312.524170
	Iteration 19Q: 3 clusters Score -3349028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3349033.750000 Penalty: 3312.524170
	Iteration 20F: 3 clusters Score -3349034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -3349036.250000 Penalty: 3312.524170
	Iteration 21Q: 3 clusters Score -3349036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -3349036.250000 Penalty: 3312.524170
	Iteration 22F: 3 clusters Score -3349036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Entering Unmasked Estep 
Score: -761580.187500 Penalty: 1425.574341
	Iteration 0F: 2 clusters Score -761580.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -756731.250000 Penalty: 2851.148682
	Iteration 0F: 3 clusters Score -756731.2 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -758180.562500 Penalty: 2851.148682
	Iteration 1F: 3 clusters Score -758180.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -758397.187500 Penalty: 2851.148682
	Iteration 2F: 3 clusters Score -758397.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -758570.000000 Penalty: 2851.148682
	Iteration 3F: 3 clusters Score -758570 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -758698.937500 Penalty: 2851.148682
	Iteration 4Q: 3 clusters Score -758698.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -758796.875000 Penalty: 2851.148682
	Iteration 5Q: 3 clusters Score -758796.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -758878.500000 Penalty: 2851.148682
	Iteration 6Q: 3 clusters Score -758878.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -758948.937500 Penalty: 2851.148682
	Iteration 7Q: 3 clusters Score -758948.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -759019.125000 Penalty: 2851.148682
	Iteration 8Q: 3 clusters Score -759019.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -759100.687500 Penalty: 2851.148682
	Iteration 9Q: 3 clusters Score -759100.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -759192.875000 Penalty: 2851.148682
	Iteration 10Q: 3 clusters Score -759192.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -759283.937500 Penalty: 2851.148682
	Iteration 11Q: 3 clusters Score -759283.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -759374.687500 Penalty: 2851.148682
	Iteration 12Q: 3 clusters Score -759374.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -759467.437500 Penalty: 2851.148682
	Iteration 13Q: 3 clusters Score -759467.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -759574.812500 Penalty: 2851.148682
	Iteration 14Q: 3 clusters Score -759574.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -759692.250000 Penalty: 2851.148682
	Iteration 15Q: 3 clusters Score -759692.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -759823.562500 Penalty: 2851.148682
	Iteration 16Q: 3 clusters Score -759823.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -759934.187500 Penalty: 2851.148682
	Iteration 17Q: 3 clusters Score -759934.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -760021.875000 Penalty: 2851.148682
	Iteration 18Q: 3 clusters Score -760021.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -760090.937500 Penalty: 2851.148682
	Iteration 19Q: 3 clusters Score -760090.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -760147.312500 Penalty: 2851.148682
	Iteration 20F: 3 clusters Score -760147.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -760209.437500 Penalty: 2851.148682
	Iteration 21Q: 3 clusters Score -760209.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -760262.187500 Penalty: 2851.148682
	Iteration 22Q: 3 clusters Score -760262.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -760297.500000 Penalty: 2851.148682
	Iteration 23Q: 3 clusters Score -760297.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -760322.187500 Penalty: 2851.148682
	Iteration 24Q: 3 clusters Score -760322.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -760341.062500 Penalty: 2851.148682
	Iteration 25Q: 3 clusters Score -760341.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -760358.687500 Penalty: 2851.148682
	Iteration 26Q: 3 clusters Score -760358.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -760374.500000 Penalty: 2851.148682
	Iteration 27Q: 3 clusters Score -760374.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -760382.812500 Penalty: 2851.148682
	Iteration 28Q: 3 clusters Score -760382.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -760388.250000 Penalty: 2851.148682
	Iteration 29Q: 3 clusters Score -760388.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -760393.250000 Penalty: 2851.148682
	Iteration 30Q: 3 clusters Score -760393.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -760399.562500 Penalty: 2851.148682
	Iteration 31Q: 3 clusters Score -760399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -760404.312500 Penalty: 2851.148682
	Iteration 32Q: 3 clusters Score -760404.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -760407.625000 Penalty: 2851.148682
	Iteration 33Q: 3 clusters Score -760407.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -760412.937500 Penalty: 2851.148682
	Iteration 34Q: 3 clusters Score -760412.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -760415.812500 Penalty: 2851.148682
	Iteration 35Q: 3 clusters Score -760415.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -760417.562500 Penalty: 2851.148682
	Iteration 36Q: 3 clusters Score -760417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -760418.937500 Penalty: 2851.148682
	Iteration 37Q: 3 clusters Score -760418.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -760419.625000 Penalty: 2851.148682
	Iteration 38Q: 3 clusters Score -760419.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -760419.625000 Penalty: 2851.148682
	Iteration 39F: 3 clusters Score -760419.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Entering Unmasked Estep 
Score: -8815217.000000 Penalty: 1812.704834
	Iteration 0F: 2 clusters Score -8815217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -8769839.000000 Penalty: 3625.409668
	Iteration 0F: 3 clusters Score -8769839 nChanged 33018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -8788686.000000 Penalty: 3625.409668
	Iteration 1F: 3 clusters Score -8788686 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -8789133.000000 Penalty: 3625.409668
	Iteration 2Q: 3 clusters Score -8789133 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -8789680.000000 Penalty: 3625.409668
	Iteration 3Q: 3 clusters Score -8789680 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -8790272.000000 Penalty: 3625.409668
	Iteration 4Q: 3 clusters Score -8790272 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -8791146.000000 Penalty: 3625.409668
	Iteration 5Q: 3 clusters Score -8791146 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -8792565.000000 Penalty: 3625.409668
	Iteration 6Q: 3 clusters Score -8792565 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -8794899.000000 Penalty: 3625.409668
	Iteration 7F: 3 clusters Score -8794899 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -8798400.000000 Penalty: 3625.409668
	Iteration 8F: 3 clusters Score -8798400 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -8803137.000000 Penalty: 3625.409668
	Iteration 9F: 3 clusters Score -8803137 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -8808341.000000 Penalty: 3625.409668
	Iteration 10F: 3 clusters Score -8808341 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -8813057.000000 Penalty: 3625.409668
	Iteration 11F: 3 clusters Score -8813057 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -8815706.000000 Penalty: 3625.409668
	Iteration 12Q: 3 clusters Score -8815706 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -8817624.000000 Penalty: 3625.409668
	Iteration 13Q: 3 clusters Score -8817624 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -8819593.000000 Penalty: 3625.409668
	Iteration 14Q: 3 clusters Score -8819593 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -8821272.000000 Penalty: 3625.409668
	Iteration 15Q: 3 clusters Score -8821272 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -8822360.000000 Penalty: 3625.409668
	Iteration 16Q: 3 clusters Score -8822360 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -8822864.000000 Penalty: 3625.409668
	Iteration 17Q: 3 clusters Score -8822864 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -8823027.000000 Penalty: 3625.409668
	Iteration 18Q: 3 clusters Score -8823027 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -8823090.000000 Penalty: 3625.409668
	Iteration 19Q: 3 clusters Score -8823090 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8823147.000000 Penalty: 3625.409668
	Iteration 20F: 3 clusters Score -8823147 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -8823153.000000 Penalty: 3625.409668
	Iteration 21Q: 3 clusters Score -8823153 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -8823166.000000 Penalty: 3625.409668
	Iteration 22Q: 3 clusters Score -8823166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -8823181.000000 Penalty: 3625.409668
	Iteration 23Q: 3 clusters Score -8823181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8823179.000000 Penalty: 3625.409668
	Iteration 24Q: 3 clusters Score -8823179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -8823173.000000 Penalty: 3625.409668
	Iteration 25Q: 3 clusters Score -8823173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -8823178.000000 Penalty: 3625.409668
	Iteration 26Q: 3 clusters Score -8823178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -8823182.000000 Penalty: 3625.409668
	Iteration 27Q: 3 clusters Score -8823182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -8823182.000000 Penalty: 3625.409668
	Iteration 28F: 3 clusters Score -8823182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30536 members 
Mstep: Class 4 contains 26699 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 26611 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21635 members 
Mstep: Class 16 contains 74984 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 57893 members 
Mstep: Class 21 contains 14114 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42748 members 
Mstep: Class 26 contains 43309 members 
Entering Unmasked Estep 
Score: -62649824.000000 Penalty: 55564.910156
Splitting cluster 6 changes total score from -62642132.000000 to -62649824.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (1611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Entering Unmasked Estep 
Score: -196287.671875 Penalty: 1199.999146
	Iteration 0F: 2 clusters Score -196287.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -194437.390625 Penalty: 2399.998291
	Iteration 0F: 3 clusters Score -194437.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -194777.750000 Penalty: 2399.998291
	Iteration 1F: 3 clusters Score -194777.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -194867.984375 Penalty: 2399.998291
	Iteration 2F: 3 clusters Score -194868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -194920.515625 Penalty: 2399.998291
	Iteration 3Q: 3 clusters Score -194920.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -194963.859375 Penalty: 2399.998291
	Iteration 4Q: 3 clusters Score -194963.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -194982.968750 Penalty: 2399.998291
	Iteration 5Q: 3 clusters Score -194983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -194989.031250 Penalty: 2399.998291
	Iteration 6Q: 3 clusters Score -194989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -195000.484375 Penalty: 2399.998291
	Iteration 7Q: 3 clusters Score -195000.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -195009.250000 Penalty: 2399.998291
	Iteration 8Q: 3 clusters Score -195009.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -195017.453125 Penalty: 2399.998291
	Iteration 9Q: 3 clusters Score -195017.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -195020.968750 Penalty: 2399.998291
	Iteration 10Q: 3 clusters Score -195021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -195025.250000 Penalty: 2399.998291
	Iteration 11Q: 3 clusters Score -195025.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -195029.125000 Penalty: 2399.998291
	Iteration 12Q: 3 clusters Score -195029.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -195035.640625 Penalty: 2399.998291
	Iteration 13Q: 3 clusters Score -195035.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -195039.500000 Penalty: 2399.998291
	Iteration 14Q: 3 clusters Score -195039.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -195048.203125 Penalty: 2399.998291
	Iteration 15Q: 3 clusters Score -195048.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -195056.906250 Penalty: 2399.998291
	Iteration 16Q: 3 clusters Score -195056.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -195065.156250 Penalty: 2399.998291
	Iteration 17Q: 3 clusters Score -195065.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -195074.015625 Penalty: 2399.998291
	Iteration 18Q: 3 clusters Score -195074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -195076.281250 Penalty: 2399.998291
	Iteration 19Q: 3 clusters Score -195076.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -195078.031250 Penalty: 2399.998291
	Iteration 20F: 3 clusters Score -195078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -195079.484375 Penalty: 2399.998291
	Iteration 21Q: 3 clusters Score -195079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -195080.250000 Penalty: 2399.998291
	Iteration 22Q: 3 clusters Score -195080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -195081.218750 Penalty: 2399.998291
	Iteration 23Q: 3 clusters Score -195081.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -195085.156250 Penalty: 2399.998291
	Iteration 24Q: 3 clusters Score -195085.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -195087.687500 Penalty: 2399.998291
	Iteration 25Q: 3 clusters Score -195087.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -195091.390625 Penalty: 2399.998291
	Iteration 26Q: 3 clusters Score -195091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -195095.921875 Penalty: 2399.998291
	Iteration 27Q: 3 clusters Score -195095.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -195097.750000 Penalty: 2399.998291
	Iteration 28Q: 3 clusters Score -195097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -195098.437500 Penalty: 2399.998291
	Iteration 29Q: 3 clusters Score -195098.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -195098.437500 Penalty: 2399.998291
	Iteration 30F: 3 clusters Score -195098.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Entering Unmasked Estep 
Score: -364677.593750 Penalty: 1299.620239
	Iteration 0F: 2 clusters Score -364677.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -361995.375000 Penalty: 2599.240479
	Iteration 0F: 3 clusters Score -361995.4 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -362659.562500 Penalty: 2599.240479
	Iteration 1F: 3 clusters Score -362659.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -362834.218750 Penalty: 2599.240479
	Iteration 2F: 3 clusters Score -362834.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -362955.250000 Penalty: 2599.240479
	Iteration 3F: 3 clusters Score -362955.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -363048.718750 Penalty: 2599.240479
	Iteration 4Q: 3 clusters Score -363048.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -363127.406250 Penalty: 2599.240479
	Iteration 5Q: 3 clusters Score -363127.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -363225.187500 Penalty: 2599.240479
	Iteration 6Q: 3 clusters Score -363225.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -363356.562500 Penalty: 2599.240479
	Iteration 7Q: 3 clusters Score -363356.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -363499.593750 Penalty: 2599.240479
	Iteration 8Q: 3 clusters Score -363499.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -363610.593750 Penalty: 2599.240479
	Iteration 9Q: 3 clusters Score -363610.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -363694.343750 Penalty: 2599.240479
	Iteration 10Q: 3 clusters Score -363694.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -363753.718750 Penalty: 2599.240479
	Iteration 11Q: 3 clusters Score -363753.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -363790.531250 Penalty: 2599.240479
	Iteration 12Q: 3 clusters Score -363790.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -363814.468750 Penalty: 2599.240479
	Iteration 13Q: 3 clusters Score -363814.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -363841.875000 Penalty: 2599.240479
	Iteration 14Q: 3 clusters Score -363841.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -363860.312500 Penalty: 2599.240479
	Iteration 15Q: 3 clusters Score -363860.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -363876.718750 Penalty: 2599.240479
	Iteration 16Q: 3 clusters Score -363876.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -363897.031250 Penalty: 2599.240479
	Iteration 17Q: 3 clusters Score -363897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -363910.281250 Penalty: 2599.240479
	Iteration 18Q: 3 clusters Score -363910.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -363924.437500 Penalty: 2599.240479
	Iteration 19Q: 3 clusters Score -363924.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -363932.281250 Penalty: 2599.240479
	Iteration 20F: 3 clusters Score -363932.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -363938.437500 Penalty: 2599.240479
	Iteration 21Q: 3 clusters Score -363938.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -363941.031250 Penalty: 2599.240479
	Iteration 22Q: 3 clusters Score -363941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -363941.968750 Penalty: 2599.240479
	Iteration 23Q: 3 clusters Score -363942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -363942.437500 Penalty: 2599.240479
	Iteration 24Q: 3 clusters Score -363942.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -363942.437500 Penalty: 2599.240479
	Iteration 25F: 3 clusters Score -363942.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Entering Unmasked Estep 
Score: -1961113.500000 Penalty: 1567.823364
	Iteration 0F: 2 clusters Score -1961114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1950367.250000 Penalty: 3135.646729
	Iteration 0F: 3 clusters Score -1950367 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1954135.375000 Penalty: 3135.646729
	Iteration 1F: 3 clusters Score -1954135 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1954387.750000 Penalty: 3135.646729
	Iteration 2Q: 3 clusters Score -1954388 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1954628.500000 Penalty: 3135.646729
	Iteration 3Q: 3 clusters Score -1954628 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1954868.625000 Penalty: 3135.646729
	Iteration 4Q: 3 clusters Score -1954869 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1955163.750000 Penalty: 3135.646729
	Iteration 5Q: 3 clusters Score -1955164 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1955528.000000 Penalty: 3135.646729
	Iteration 6Q: 3 clusters Score -1955528 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1956007.250000 Penalty: 3135.646729
	Iteration 7F: 3 clusters Score -1956007 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1956637.125000 Penalty: 3135.646729
	Iteration 8F: 3 clusters Score -1956637 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1957380.000000 Penalty: 3135.646729
	Iteration 9F: 3 clusters Score -1957380 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1958069.375000 Penalty: 3135.646729
	Iteration 10F: 3 clusters Score -1958069 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1958655.250000 Penalty: 3135.646729
	Iteration 11Q: 3 clusters Score -1958655 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1959093.625000 Penalty: 3135.646729
	Iteration 12Q: 3 clusters Score -1959094 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1959357.625000 Penalty: 3135.646729
	Iteration 13Q: 3 clusters Score -1959358 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1959512.250000 Penalty: 3135.646729
	Iteration 14Q: 3 clusters Score -1959512 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1959610.750000 Penalty: 3135.646729
	Iteration 15Q: 3 clusters Score -1959611 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1959655.750000 Penalty: 3135.646729
	Iteration 16Q: 3 clusters Score -1959656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1959686.000000 Penalty: 3135.646729
	Iteration 17Q: 3 clusters Score -1959686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1959709.250000 Penalty: 3135.646729
	Iteration 18Q: 3 clusters Score -1959709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1959727.250000 Penalty: 3135.646729
	Iteration 19Q: 3 clusters Score -1959727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1959738.750000 Penalty: 3135.646729
	Iteration 20F: 3 clusters Score -1959739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1959739.125000 Penalty: 3135.646729
	Iteration 21Q: 3 clusters Score -1959739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1959744.875000 Penalty: 3135.646729
	Iteration 22Q: 3 clusters Score -1959745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1959753.375000 Penalty: 3135.646729
	Iteration 23Q: 3 clusters Score -1959753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1959765.250000 Penalty: 3135.646729
	Iteration 24Q: 3 clusters Score -1959765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1959777.500000 Penalty: 3135.646729
	Iteration 25Q: 3 clusters Score -1959778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1959784.125000 Penalty: 3135.646729
	Iteration 26Q: 3 clusters Score -1959784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1959790.125000 Penalty: 3135.646729
	Iteration 27Q: 3 clusters Score -1959790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1959796.875000 Penalty: 3135.646729
	Iteration 28Q: 3 clusters Score -1959797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1959797.750000 Penalty: 3135.646729
	Iteration 29Q: 3 clusters Score -1959798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1959797.500000 Penalty: 3135.646729
	Iteration 30Q: 3 clusters Score -1959798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1959801.125000 Penalty: 3135.646729
	Iteration 31Q: 3 clusters Score -1959801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1959800.500000 Penalty: 3135.646729
	Iteration 32Q: 3 clusters Score -1959800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1959803.250000 Penalty: 3135.646729
	Iteration 33Q: 3 clusters Score -1959803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1959803.250000 Penalty: 3135.646729
	Iteration 34F: 3 clusters Score -1959803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Entering Unmasked Estep 
Score: -594654.812500 Penalty: 1385.499756
	Iteration 0F: 2 clusters Score -594654.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -590640.875000 Penalty: 2770.999512
	Iteration 0F: 3 clusters Score -590640.9 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -591759.562500 Penalty: 2770.999512
	Iteration 1F: 3 clusters Score -591759.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -591926.562500 Penalty: 2770.999512
	Iteration 2F: 3 clusters Score -591926.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -592044.375000 Penalty: 2770.999512
	Iteration 3Q: 3 clusters Score -592044.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -592154.500000 Penalty: 2770.999512
	Iteration 4Q: 3 clusters Score -592154.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -592259.062500 Penalty: 2770.999512
	Iteration 5Q: 3 clusters Score -592259.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -592354.312500 Penalty: 2770.999512
	Iteration 6Q: 3 clusters Score -592354.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -592447.875000 Penalty: 2770.999512
	Iteration 7Q: 3 clusters Score -592447.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -592566.125000 Penalty: 2770.999512
	Iteration 8Q: 3 clusters Score -592566.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -592695.437500 Penalty: 2770.999512
	Iteration 9Q: 3 clusters Score -592695.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -592825.187500 Penalty: 2770.999512
	Iteration 10Q: 3 clusters Score -592825.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -593001.062500 Penalty: 2770.999512
	Iteration 11Q: 3 clusters Score -593001.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -593159.625000 Penalty: 2770.999512
	Iteration 12Q: 3 clusters Score -593159.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -593262.500000 Penalty: 2770.999512
	Iteration 13Q: 3 clusters Score -593262.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -593326.312500 Penalty: 2770.999512
	Iteration 14Q: 3 clusters Score -593326.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -593379.500000 Penalty: 2770.999512
	Iteration 15Q: 3 clusters Score -593379.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -593424.250000 Penalty: 2770.999512
	Iteration 16Q: 3 clusters Score -593424.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -593455.812500 Penalty: 2770.999512
	Iteration 17Q: 3 clusters Score -593455.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -593474.062500 Penalty: 2770.999512
	Iteration 18Q: 3 clusters Score -593474.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -593492.125000 Penalty: 2770.999512
	Iteration 19Q: 3 clusters Score -593492.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -593505.187500 Penalty: 2770.999512
	Iteration 20F: 3 clusters Score -593505.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -593516.437500 Penalty: 2770.999512
	Iteration 21Q: 3 clusters Score -593516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -593517.687500 Penalty: 2770.999512
	Iteration 22Q: 3 clusters Score -593517.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -593518.750000 Penalty: 2770.999512
	Iteration 23Q: 3 clusters Score -593518.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -593518.750000 Penalty: 2770.999512
	Iteration 24F: 3 clusters Score -593518.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Entering Unmasked Estep 
Score: -382459.375000 Penalty: 1306.415527
	Iteration 0F: 2 clusters Score -382459.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -379679.562500 Penalty: 2612.831055
	Iteration 0F: 3 clusters Score -379679.6 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -380382.531250 Penalty: 2612.831055
	Iteration 1F: 3 clusters Score -380382.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -380503.062500 Penalty: 2612.831055
	Iteration 2F: 3 clusters Score -380503.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -380591.437500 Penalty: 2612.831055
	Iteration 3Q: 3 clusters Score -380591.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -380654.656250 Penalty: 2612.831055
	Iteration 4Q: 3 clusters Score -380654.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -380702.718750 Penalty: 2612.831055
	Iteration 5Q: 3 clusters Score -380702.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -380735.937500 Penalty: 2612.831055
	Iteration 6Q: 3 clusters Score -380735.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -380762.718750 Penalty: 2612.831055
	Iteration 7Q: 3 clusters Score -380762.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -380795.750000 Penalty: 2612.831055
	Iteration 8Q: 3 clusters Score -380795.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -380829.312500 Penalty: 2612.831055
	Iteration 9Q: 3 clusters Score -380829.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -380859.000000 Penalty: 2612.831055
	Iteration 10Q: 3 clusters Score -380859 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -380887.375000 Penalty: 2612.831055
	Iteration 11Q: 3 clusters Score -380887.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -380919.156250 Penalty: 2612.831055
	Iteration 12Q: 3 clusters Score -380919.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -380943.875000 Penalty: 2612.831055
	Iteration 13Q: 3 clusters Score -380943.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -380960.906250 Penalty: 2612.831055
	Iteration 14Q: 3 clusters Score -380960.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -380976.187500 Penalty: 2612.831055
	Iteration 15Q: 3 clusters Score -380976.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -380994.281250 Penalty: 2612.831055
	Iteration 16Q: 3 clusters Score -380994.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -381006.062500 Penalty: 2612.831055
	Iteration 17Q: 3 clusters Score -381006.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -381012.656250 Penalty: 2612.831055
	Iteration 18Q: 3 clusters Score -381012.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -381016.875000 Penalty: 2612.831055
	Iteration 19Q: 3 clusters Score -381016.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -381020.406250 Penalty: 2612.831055
	Iteration 20F: 3 clusters Score -381020.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -381025.156250 Penalty: 2612.831055
	Iteration 21Q: 3 clusters Score -381025.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -381028.500000 Penalty: 2612.831055
	Iteration 22Q: 3 clusters Score -381028.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -381034.281250 Penalty: 2612.831055
	Iteration 23Q: 3 clusters Score -381034.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -381038.156250 Penalty: 2612.831055
	Iteration 24Q: 3 clusters Score -381038.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -381040.093750 Penalty: 2612.831055
	Iteration 25Q: 3 clusters Score -381040.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -381044.000000 Penalty: 2612.831055
	Iteration 26Q: 3 clusters Score -381044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -381047.750000 Penalty: 2612.831055
	Iteration 27Q: 3 clusters Score -381047.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -381055.437500 Penalty: 2612.831055
	Iteration 28Q: 3 clusters Score -381055.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -381062.375000 Penalty: 2612.831055
	Iteration 29Q: 3 clusters Score -381062.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -381067.531250 Penalty: 2612.831055
	Iteration 30Q: 3 clusters Score -381067.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -381072.906250 Penalty: 2612.831055
	Iteration 31Q: 3 clusters Score -381072.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -381077.281250 Penalty: 2612.831055
	Iteration 32Q: 3 clusters Score -381077.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -381082.750000 Penalty: 2612.831055
	Iteration 33Q: 3 clusters Score -381082.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -381090.593750 Penalty: 2612.831055
	Iteration 34Q: 3 clusters Score -381090.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -381100.968750 Penalty: 2612.831055
	Iteration 35Q: 3 clusters Score -381101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -381107.250000 Penalty: 2612.831055
	Iteration 36Q: 3 clusters Score -381107.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -381112.218750 Penalty: 2612.831055
	Iteration 37Q: 3 clusters Score -381112.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -381114.750000 Penalty: 2612.831055
	Iteration 38Q: 3 clusters Score -381114.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -381118.843750 Penalty: 2612.831055
	Iteration 39Q: 3 clusters Score -381118.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -381122.125000 Penalty: 2612.831055
	Iteration 40F: 3 clusters Score -381122.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -381123.875000 Penalty: 2612.831055
	Iteration 41Q: 3 clusters Score -381123.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -381127.031250 Penalty: 2612.831055
	Iteration 42Q: 3 clusters Score -381127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -381129.437500 Penalty: 2612.831055
	Iteration 43Q: 3 clusters Score -381129.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -381132.687500 Penalty: 2612.831055
	Iteration 44Q: 3 clusters Score -381132.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -381137.937500 Penalty: 2612.831055
	Iteration 45Q: 3 clusters Score -381137.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -381142.968750 Penalty: 2612.831055
	Iteration 46Q: 3 clusters Score -381143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -381150.406250 Penalty: 2612.831055
	Iteration 47Q: 3 clusters Score -381150.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -381154.656250 Penalty: 2612.831055
	Iteration 48Q: 3 clusters Score -381154.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -381156.062500 Penalty: 2612.831055
	Iteration 49Q: 3 clusters Score -381156.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -381158.500000 Penalty: 2612.831055
	Iteration 50Q: 3 clusters Score -381158.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -381160.250000 Penalty: 2612.831055
	Iteration 51Q: 3 clusters Score -381160.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -381160.968750 Penalty: 2612.831055
	Iteration 52Q: 3 clusters Score -381161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -381163.906250 Penalty: 2612.831055
	Iteration 53Q: 3 clusters Score -381163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -381165.031250 Penalty: 2612.831055
	Iteration 54Q: 3 clusters Score -381165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -381165.000000 Penalty: 2612.831055
	Iteration 55Q: 3 clusters Score -381165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -381166.968750 Penalty: 2612.831055
	Iteration 56Q: 3 clusters Score -381167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -381170.625000 Penalty: 2612.831055
	Iteration 57Q: 3 clusters Score -381170.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -381171.406250 Penalty: 2612.831055
	Iteration 58Q: 3 clusters Score -381171.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -381173.437500 Penalty: 2612.831055
	Iteration 59Q: 3 clusters Score -381173.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -381175.500000 Penalty: 2612.831055
	Iteration 60F: 3 clusters Score -381175.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -381178.781250 Penalty: 2612.831055
	Iteration 61Q: 3 clusters Score -381178.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -381183.093750 Penalty: 2612.831055
	Iteration 62Q: 3 clusters Score -381183.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -381187.375000 Penalty: 2612.831055
	Iteration 63Q: 3 clusters Score -381187.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -381190.875000 Penalty: 2612.831055
	Iteration 64Q: 3 clusters Score -381190.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -381193.281250 Penalty: 2612.831055
	Iteration 65Q: 3 clusters Score -381193.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -381197.500000 Penalty: 2612.831055
	Iteration 66Q: 3 clusters Score -381197.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -381202.281250 Penalty: 2612.831055
	Iteration 67Q: 3 clusters Score -381202.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -381204.812500 Penalty: 2612.831055
	Iteration 68Q: 3 clusters Score -381204.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -381206.843750 Penalty: 2612.831055
	Iteration 69Q: 3 clusters Score -381206.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -381208.312500 Penalty: 2612.831055
	Iteration 70Q: 3 clusters Score -381208.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -381210.343750 Penalty: 2612.831055
	Iteration 71Q: 3 clusters Score -381210.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -381213.281250 Penalty: 2612.831055
	Iteration 72Q: 3 clusters Score -381213.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -381215.687500 Penalty: 2612.831055
	Iteration 73Q: 3 clusters Score -381215.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -381218.687500 Penalty: 2612.831055
	Iteration 74Q: 3 clusters Score -381218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -381221.281250 Penalty: 2612.831055
	Iteration 75Q: 3 clusters Score -381221.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -381226.812500 Penalty: 2612.831055
	Iteration 76Q: 3 clusters Score -381226.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -381232.906250 Penalty: 2612.831055
	Iteration 77Q: 3 clusters Score -381232.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -381238.093750 Penalty: 2612.831055
	Iteration 78Q: 3 clusters Score -381238.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -381243.375000 Penalty: 2612.831055
	Iteration 79Q: 3 clusters Score -381243.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -381245.968750 Penalty: 2612.831055
	Iteration 80F: 3 clusters Score -381246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -381248.687500 Penalty: 2612.831055
	Iteration 81Q: 3 clusters Score -381248.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -381252.531250 Penalty: 2612.831055
	Iteration 82Q: 3 clusters Score -381252.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -381253.968750 Penalty: 2612.831055
	Iteration 83Q: 3 clusters Score -381254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -381256.312500 Penalty: 2612.831055
	Iteration 84Q: 3 clusters Score -381256.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -381257.781250 Penalty: 2612.831055
	Iteration 85Q: 3 clusters Score -381257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -381258.000000 Penalty: 2612.831055
	Iteration 86Q: 3 clusters Score -381258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -381258.000000 Penalty: 2612.831055
	Iteration 87F: 3 clusters Score -381258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -401360.218750 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -401360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -398396.781250 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -398396.8 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -399138.312500 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -399138.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -399257.531250 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -399257.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -399338.593750 Penalty: 2636.083984
	Iteration 3Q: 3 clusters Score -399338.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -399393.781250 Penalty: 2636.083984
	Iteration 4Q: 3 clusters Score -399393.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -399440.968750 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -399441 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -399484.937500 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -399484.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -399521.000000 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -399521 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -399548.062500 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -399548.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -399567.125000 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -399567.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -399586.031250 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -399586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -399599.125000 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -399599.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -399611.000000 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -399611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -399621.125000 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -399621.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -399633.937500 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -399633.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -399648.718750 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -399648.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -399661.093750 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -399661.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -399671.968750 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -399672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -399685.250000 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -399685.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -399698.250000 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -399698.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -399710.187500 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -399710.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -399726.031250 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -399726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -399740.593750 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -399740.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -399755.531250 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -399755.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -399769.656250 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -399769.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -399779.500000 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -399779.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -399793.843750 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -399793.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -399806.000000 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -399806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -399822.031250 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -399822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -399835.468750 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -399835.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -399846.125000 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -399846.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -399858.500000 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -399858.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -399878.968750 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -399879 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -399910.593750 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -399910.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -399941.562500 Penalty: 2636.083984
	Iteration 34Q: 3 clusters Score -399941.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -399962.406250 Penalty: 2636.083984
	Iteration 35Q: 3 clusters Score -399962.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -399981.125000 Penalty: 2636.083984
	Iteration 36Q: 3 clusters Score -399981.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -399992.375000 Penalty: 2636.083984
	Iteration 37Q: 3 clusters Score -399992.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -400001.187500 Penalty: 2636.083984
	Iteration 38Q: 3 clusters Score -400001.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -400010.968750 Penalty: 2636.083984
	Iteration 39Q: 3 clusters Score -400011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -400020.718750 Penalty: 2636.083984
	Iteration 40F: 3 clusters Score -400020.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -400029.531250 Penalty: 2636.083984
	Iteration 41Q: 3 clusters Score -400029.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -400035.250000 Penalty: 2636.083984
	Iteration 42Q: 3 clusters Score -400035.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -400046.781250 Penalty: 2636.083984
	Iteration 43Q: 3 clusters Score -400046.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -400060.281250 Penalty: 2636.083984
	Iteration 44Q: 3 clusters Score -400060.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -400072.187500 Penalty: 2636.083984
	Iteration 45Q: 3 clusters Score -400072.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -400083.500000 Penalty: 2636.083984
	Iteration 46Q: 3 clusters Score -400083.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -400088.406250 Penalty: 2636.083984
	Iteration 47Q: 3 clusters Score -400088.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -400090.343750 Penalty: 2636.083984
	Iteration 48Q: 3 clusters Score -400090.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -400092.562500 Penalty: 2636.083984
	Iteration 49Q: 3 clusters Score -400092.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -400095.062500 Penalty: 2636.083984
	Iteration 50Q: 3 clusters Score -400095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -400096.343750 Penalty: 2636.083984
	Iteration 51Q: 3 clusters Score -400096.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -400096.437500 Penalty: 2636.083984
	Iteration 52Q: 3 clusters Score -400096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -400096.781250 Penalty: 2636.083984
	Iteration 53Q: 3 clusters Score -400096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -400097.781250 Penalty: 2636.083984
	Iteration 54Q: 3 clusters Score -400097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -400098.281250 Penalty: 2636.083984
	Iteration 55Q: 3 clusters Score -400098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -400099.125000 Penalty: 2636.083984
	Iteration 56Q: 3 clusters Score -400099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -400100.062500 Penalty: 2636.083984
	Iteration 57Q: 3 clusters Score -400100.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -400101.375000 Penalty: 2636.083984
	Iteration 58Q: 3 clusters Score -400101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -400101.437500 Penalty: 2636.083984
	Iteration 59Q: 3 clusters Score -400101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -400102.437500 Penalty: 2636.083984
	Iteration 60F: 3 clusters Score -400102.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Entering Unmasked Estep 
Score: -1408769.875000 Penalty: 1517.501343
	Iteration 0F: 2 clusters Score -1408770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1400775.000000 Penalty: 3035.002686
	Iteration 0F: 3 clusters Score -1400775 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1403540.750000 Penalty: 3035.002686
	Iteration 1F: 3 clusters Score -1403541 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1403886.125000 Penalty: 3035.002686
	Iteration 2F: 3 clusters Score -1403886 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1404211.875000 Penalty: 3035.002686
	Iteration 3F: 3 clusters Score -1404212 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1404530.500000 Penalty: 3035.002686
	Iteration 4F: 3 clusters Score -1404530 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1404872.875000 Penalty: 3035.002686
	Iteration 5F: 3 clusters Score -1404873 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1405244.750000 Penalty: 3035.002686
	Iteration 6F: 3 clusters Score -1405245 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1405611.875000 Penalty: 3035.002686
	Iteration 7Q: 3 clusters Score -1405612 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1405963.250000 Penalty: 3035.002686
	Iteration 8Q: 3 clusters Score -1405963 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1406273.375000 Penalty: 3035.002686
	Iteration 9Q: 3 clusters Score -1406273 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1406482.375000 Penalty: 3035.002686
	Iteration 10Q: 3 clusters Score -1406482 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1406601.250000 Penalty: 3035.002686
	Iteration 11Q: 3 clusters Score -1406601 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1406689.750000 Penalty: 3035.002686
	Iteration 12Q: 3 clusters Score -1406690 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1406762.250000 Penalty: 3035.002686
	Iteration 13Q: 3 clusters Score -1406762 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1406820.750000 Penalty: 3035.002686
	Iteration 14Q: 3 clusters Score -1406821 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1406867.250000 Penalty: 3035.002686
	Iteration 15Q: 3 clusters Score -1406867 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1406908.750000 Penalty: 3035.002686
	Iteration 16Q: 3 clusters Score -1406909 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1406943.125000 Penalty: 3035.002686
	Iteration 17Q: 3 clusters Score -1406943 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1406981.000000 Penalty: 3035.002686
	Iteration 18Q: 3 clusters Score -1406981 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1407015.500000 Penalty: 3035.002686
	Iteration 19Q: 3 clusters Score -1407016 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1407041.250000 Penalty: 3035.002686
	Iteration 20F: 3 clusters Score -1407041 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1407060.875000 Penalty: 3035.002686
	Iteration 21Q: 3 clusters Score -1407061 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1407077.000000 Penalty: 3035.002686
	Iteration 22Q: 3 clusters Score -1407077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1407087.625000 Penalty: 3035.002686
	Iteration 23Q: 3 clusters Score -1407088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1407093.875000 Penalty: 3035.002686
	Iteration 24Q: 3 clusters Score -1407094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1407101.250000 Penalty: 3035.002686
	Iteration 25Q: 3 clusters Score -1407101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1407113.000000 Penalty: 3035.002686
	Iteration 26Q: 3 clusters Score -1407113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1407118.750000 Penalty: 3035.002686
	Iteration 27Q: 3 clusters Score -1407119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1407130.625000 Penalty: 3035.002686
	Iteration 28Q: 3 clusters Score -1407131 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1407146.125000 Penalty: 3035.002686
	Iteration 29Q: 3 clusters Score -1407146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1407162.625000 Penalty: 3035.002686
	Iteration 30Q: 3 clusters Score -1407163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1407177.500000 Penalty: 3035.002686
	Iteration 31Q: 3 clusters Score -1407178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1407190.500000 Penalty: 3035.002686
	Iteration 32Q: 3 clusters Score -1407190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1407200.125000 Penalty: 3035.002686
	Iteration 33Q: 3 clusters Score -1407200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1407211.750000 Penalty: 3035.002686
	Iteration 34Q: 3 clusters Score -1407212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1407221.500000 Penalty: 3035.002686
	Iteration 35Q: 3 clusters Score -1407222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1407231.125000 Penalty: 3035.002686
	Iteration 36Q: 3 clusters Score -1407231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1407237.250000 Penalty: 3035.002686
	Iteration 37Q: 3 clusters Score -1407237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1407242.000000 Penalty: 3035.002686
	Iteration 38Q: 3 clusters Score -1407242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1407245.375000 Penalty: 3035.002686
	Iteration 39Q: 3 clusters Score -1407245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1407254.625000 Penalty: 3035.002686
	Iteration 40F: 3 clusters Score -1407255 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1407261.875000 Penalty: 3035.002686
	Iteration 41Q: 3 clusters Score -1407262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1407272.250000 Penalty: 3035.002686
	Iteration 42Q: 3 clusters Score -1407272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1407275.125000 Penalty: 3035.002686
	Iteration 43Q: 3 clusters Score -1407275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1407281.875000 Penalty: 3035.002686
	Iteration 44Q: 3 clusters Score -1407282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1407286.750000 Penalty: 3035.002686
	Iteration 45Q: 3 clusters Score -1407287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1407297.375000 Penalty: 3035.002686
	Iteration 46Q: 3 clusters Score -1407297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1407304.625000 Penalty: 3035.002686
	Iteration 47Q: 3 clusters Score -1407305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1407307.875000 Penalty: 3035.002686
	Iteration 48Q: 3 clusters Score -1407308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1407320.500000 Penalty: 3035.002686
	Iteration 49Q: 3 clusters Score -1407320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1407329.625000 Penalty: 3035.002686
	Iteration 50Q: 3 clusters Score -1407330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1407341.875000 Penalty: 3035.002686
	Iteration 51Q: 3 clusters Score -1407342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1407340.500000 Penalty: 3035.002686
	Iteration 52Q: 3 clusters Score -1407340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1407345.000000 Penalty: 3035.002686
	Iteration 53Q: 3 clusters Score -1407345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1407346.500000 Penalty: 3035.002686
	Iteration 54Q: 3 clusters Score -1407346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1407352.000000 Penalty: 3035.002686
	Iteration 55Q: 3 clusters Score -1407352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1407353.375000 Penalty: 3035.002686
	Iteration 56Q: 3 clusters Score -1407353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1407357.500000 Penalty: 3035.002686
	Iteration 57Q: 3 clusters Score -1407358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1407360.750000 Penalty: 3035.002686
	Iteration 58Q: 3 clusters Score -1407361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1407363.625000 Penalty: 3035.002686
	Iteration 59Q: 3 clusters Score -1407364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1407366.625000 Penalty: 3035.002686
	Iteration 60F: 3 clusters Score -1407367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1407365.750000 Penalty: 3035.002686
	Iteration 61Q: 3 clusters Score -1407366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1407372.375000 Penalty: 3035.002686
	Iteration 62Q: 3 clusters Score -1407372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1407378.875000 Penalty: 3035.002686
	Iteration 63Q: 3 clusters Score -1407379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1407380.875000 Penalty: 3035.002686
	Iteration 64Q: 3 clusters Score -1407381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1407380.750000 Penalty: 3035.002686
	Iteration 65Q: 3 clusters Score -1407381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1407382.375000 Penalty: 3035.002686
	Iteration 66Q: 3 clusters Score -1407382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1407383.750000 Penalty: 3035.002686
	Iteration 67Q: 3 clusters Score -1407384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1407384.125000 Penalty: 3035.002686
	Iteration 68Q: 3 clusters Score -1407384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1407386.375000 Penalty: 3035.002686
	Iteration 69Q: 3 clusters Score -1407386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1407386.375000 Penalty: 3035.002686
	Iteration 70Q: 3 clusters Score -1407386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1407389.500000 Penalty: 3035.002686
	Iteration 71Q: 3 clusters Score -1407390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1407389.375000 Penalty: 3035.002686
	Iteration 72Q: 3 clusters Score -1407389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1407387.875000 Penalty: 3035.002686
	Iteration 73Q: 3 clusters Score -1407388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1407390.750000 Penalty: 3035.002686
	Iteration 74Q: 3 clusters Score -1407391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1407391.375000 Penalty: 3035.002686
	Iteration 75Q: 3 clusters Score -1407391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1407394.500000 Penalty: 3035.002686
	Iteration 76Q: 3 clusters Score -1407394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1407395.750000 Penalty: 3035.002686
	Iteration 77Q: 3 clusters Score -1407396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1407396.750000 Penalty: 3035.002686
	Iteration 78Q: 3 clusters Score -1407397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1407400.000000 Penalty: 3035.002686
	Iteration 79Q: 3 clusters Score -1407400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1407398.000000 Penalty: 3035.002686
	Iteration 80F: 3 clusters Score -1407398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1407400.750000 Penalty: 3035.002686
	Iteration 81Q: 3 clusters Score -1407401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1407402.125000 Penalty: 3035.002686
	Iteration 82Q: 3 clusters Score -1407402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1407401.625000 Penalty: 3035.002686
	Iteration 83Q: 3 clusters Score -1407402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1407402.250000 Penalty: 3035.002686
	Iteration 84Q: 3 clusters Score -1407402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1407401.625000 Penalty: 3035.002686
	Iteration 85Q: 3 clusters Score -1407402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1407399.500000 Penalty: 3035.002686
	Iteration 86Q: 3 clusters Score -1407400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1407398.875000 Penalty: 3035.002686
	Iteration 87Q: 3 clusters Score -1407399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1407400.000000 Penalty: 3035.002686
	Iteration 88Q: 3 clusters Score -1407400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1407401.750000 Penalty: 3035.002686
	Iteration 89Q: 3 clusters Score -1407402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1407403.875000 Penalty: 3035.002686
	Iteration 90Q: 3 clusters Score -1407404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1407405.625000 Penalty: 3035.002686
	Iteration 91Q: 3 clusters Score -1407406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1407403.875000 Penalty: 3035.002686
	Iteration 92Q: 3 clusters Score -1407404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1407409.125000 Penalty: 3035.002686
	Iteration 93Q: 3 clusters Score -1407409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1407410.250000 Penalty: 3035.002686
	Iteration 94Q: 3 clusters Score -1407410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1407409.875000 Penalty: 3035.002686
	Iteration 95Q: 3 clusters Score -1407410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1407414.125000 Penalty: 3035.002686
	Iteration 96Q: 3 clusters Score -1407414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1407416.125000 Penalty: 3035.002686
	Iteration 97Q: 3 clusters Score -1407416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1407417.625000 Penalty: 3035.002686
	Iteration 98Q: 3 clusters Score -1407418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1407421.500000 Penalty: 3035.002686
	Iteration 99Q: 3 clusters Score -1407422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1407420.500000 Penalty: 3035.002686
	Iteration 100F: 3 clusters Score -1407420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1407423.500000 Penalty: 3035.002686
	Iteration 101Q: 3 clusters Score -1407424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1407421.500000 Penalty: 3035.002686
	Iteration 102Q: 3 clusters Score -1407422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1407421.500000 Penalty: 3035.002686
	Iteration 103F: 3 clusters Score -1407422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -501932.281250 Penalty: 1349.922119
	Iteration 0F: 2 clusters Score -501932.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -498545.718750 Penalty: 2699.844238
	Iteration 0F: 3 clusters Score -498545.7 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -499432.218750 Penalty: 2699.844238
	Iteration 1F: 3 clusters Score -499432.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -499591.406250 Penalty: 2699.844238
	Iteration 2F: 3 clusters Score -499591.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -499684.000000 Penalty: 2699.844238
	Iteration 3Q: 3 clusters Score -499684 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -499762.000000 Penalty: 2699.844238
	Iteration 4Q: 3 clusters Score -499762 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -499818.406250 Penalty: 2699.844238
	Iteration 5Q: 3 clusters Score -499818.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -499854.093750 Penalty: 2699.844238
	Iteration 6Q: 3 clusters Score -499854.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -499890.562500 Penalty: 2699.844238
	Iteration 7Q: 3 clusters Score -499890.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -499924.218750 Penalty: 2699.844238
	Iteration 8Q: 3 clusters Score -499924.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -499962.750000 Penalty: 2699.844238
	Iteration 9Q: 3 clusters Score -499962.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -499997.781250 Penalty: 2699.844238
	Iteration 10Q: 3 clusters Score -499997.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -500038.625000 Penalty: 2699.844238
	Iteration 11Q: 3 clusters Score -500038.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -500082.968750 Penalty: 2699.844238
	Iteration 12Q: 3 clusters Score -500083 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -500136.781250 Penalty: 2699.844238
	Iteration 13Q: 3 clusters Score -500136.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -500199.218750 Penalty: 2699.844238
	Iteration 14Q: 3 clusters Score -500199.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -500256.187500 Penalty: 2699.844238
	Iteration 15Q: 3 clusters Score -500256.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -500303.781250 Penalty: 2699.844238
	Iteration 16Q: 3 clusters Score -500303.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -500352.093750 Penalty: 2699.844238
	Iteration 17Q: 3 clusters Score -500352.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -500404.531250 Penalty: 2699.844238
	Iteration 18Q: 3 clusters Score -500404.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -500453.781250 Penalty: 2699.844238
	Iteration 19Q: 3 clusters Score -500453.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -500512.125000 Penalty: 2699.844238
	Iteration 20F: 3 clusters Score -500512.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -500554.781250 Penalty: 2699.844238
	Iteration 21Q: 3 clusters Score -500554.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -500587.281250 Penalty: 2699.844238
	Iteration 22Q: 3 clusters Score -500587.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -500617.843750 Penalty: 2699.844238
	Iteration 23Q: 3 clusters Score -500617.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -500642.062500 Penalty: 2699.844238
	Iteration 24Q: 3 clusters Score -500642.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -500664.843750 Penalty: 2699.844238
	Iteration 25Q: 3 clusters Score -500664.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -500685.062500 Penalty: 2699.844238
	Iteration 26Q: 3 clusters Score -500685.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -500693.656250 Penalty: 2699.844238
	Iteration 27Q: 3 clusters Score -500693.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -500701.406250 Penalty: 2699.844238
	Iteration 28Q: 3 clusters Score -500701.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -500711.406250 Penalty: 2699.844238
	Iteration 29Q: 3 clusters Score -500711.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -500719.875000 Penalty: 2699.844238
	Iteration 30Q: 3 clusters Score -500719.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -500728.375000 Penalty: 2699.844238
	Iteration 31Q: 3 clusters Score -500728.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -500735.281250 Penalty: 2699.844238
	Iteration 32Q: 3 clusters Score -500735.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -500739.531250 Penalty: 2699.844238
	Iteration 33Q: 3 clusters Score -500739.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -500741.937500 Penalty: 2699.844238
	Iteration 34Q: 3 clusters Score -500741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -500743.250000 Penalty: 2699.844238
	Iteration 35Q: 3 clusters Score -500743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -500745.468750 Penalty: 2699.844238
	Iteration 36Q: 3 clusters Score -500745.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -500746.031250 Penalty: 2699.844238
	Iteration 37Q: 3 clusters Score -500746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -500747.375000 Penalty: 2699.844238
	Iteration 38Q: 3 clusters Score -500747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -500747.218750 Penalty: 2699.844238
	Iteration 39Q: 3 clusters Score -500747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -500747.218750 Penalty: 2699.844238
	Iteration 40F: 3 clusters Score -500747.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Entering Unmasked Estep 
Score: -2688523.250000 Penalty: 1622.086060
	Iteration 0F: 2 clusters Score -2688523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2673893.000000 Penalty: 3244.172119
	Iteration 0F: 3 clusters Score -2673893 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2679176.000000 Penalty: 3244.172119
	Iteration 1F: 3 clusters Score -2679176 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2679488.250000 Penalty: 3244.172119
	Iteration 2Q: 3 clusters Score -2679488 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2679774.500000 Penalty: 3244.172119
	Iteration 3Q: 3 clusters Score -2679774 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2680118.000000 Penalty: 3244.172119
	Iteration 4Q: 3 clusters Score -2680118 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2680521.000000 Penalty: 3244.172119
	Iteration 5Q: 3 clusters Score -2680521 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2681047.500000 Penalty: 3244.172119
	Iteration 6F: 3 clusters Score -2681048 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2681725.500000 Penalty: 3244.172119
	Iteration 7F: 3 clusters Score -2681726 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2682584.500000 Penalty: 3244.172119
	Iteration 8F: 3 clusters Score -2682584 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2683515.000000 Penalty: 3244.172119
	Iteration 9F: 3 clusters Score -2683515 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2684377.000000 Penalty: 3244.172119
	Iteration 10F: 3 clusters Score -2684377 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2685174.750000 Penalty: 3244.172119
	Iteration 11Q: 3 clusters Score -2685175 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2685847.750000 Penalty: 3244.172119
	Iteration 12Q: 3 clusters Score -2685848 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2686350.500000 Penalty: 3244.172119
	Iteration 13Q: 3 clusters Score -2686350 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2686676.750000 Penalty: 3244.172119
	Iteration 14Q: 3 clusters Score -2686677 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2686886.750000 Penalty: 3244.172119
	Iteration 15Q: 3 clusters Score -2686887 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2687024.250000 Penalty: 3244.172119
	Iteration 16Q: 3 clusters Score -2687024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2687076.000000 Penalty: 3244.172119
	Iteration 17Q: 3 clusters Score -2687076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2687114.750000 Penalty: 3244.172119
	Iteration 18Q: 3 clusters Score -2687115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2687145.000000 Penalty: 3244.172119
	Iteration 19Q: 3 clusters Score -2687145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2687165.750000 Penalty: 3244.172119
	Iteration 20F: 3 clusters Score -2687166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2687180.000000 Penalty: 3244.172119
	Iteration 21Q: 3 clusters Score -2687180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2687188.000000 Penalty: 3244.172119
	Iteration 22Q: 3 clusters Score -2687188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2687194.250000 Penalty: 3244.172119
	Iteration 23Q: 3 clusters Score -2687194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2687201.250000 Penalty: 3244.172119
	Iteration 24Q: 3 clusters Score -2687201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2687205.500000 Penalty: 3244.172119
	Iteration 25Q: 3 clusters Score -2687206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2687208.500000 Penalty: 3244.172119
	Iteration 26Q: 3 clusters Score -2687208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2687215.000000 Penalty: 3244.172119
	Iteration 27Q: 3 clusters Score -2687215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2687215.250000 Penalty: 3244.172119
	Iteration 28Q: 3 clusters Score -2687215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2687215.000000 Penalty: 3244.172119
	Iteration 29Q: 3 clusters Score -2687215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2687216.000000 Penalty: 3244.172119
	Iteration 30Q: 3 clusters Score -2687216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2687216.000000 Penalty: 3244.172119
	Iteration 31F: 3 clusters Score -2687216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Entering Unmasked Estep 
Score: -9340018.000000 Penalty: 1824.067383
	Iteration 0F: 2 clusters Score -9340018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -9292590.000000 Penalty: 3648.134766
	Iteration 0F: 3 clusters Score -9292590 nChanged 35653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -9313288.000000 Penalty: 3648.134766
	Iteration 1F: 3 clusters Score -9313288 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -9314088.000000 Penalty: 3648.134766
	Iteration 2Q: 3 clusters Score -9314088 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -9315325.000000 Penalty: 3648.134766
	Iteration 3Q: 3 clusters Score -9315325 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -9316951.000000 Penalty: 3648.134766
	Iteration 4F: 3 clusters Score -9316951 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -9319500.000000 Penalty: 3648.134766
	Iteration 5F: 3 clusters Score -9319500 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -9323052.000000 Penalty: 3648.134766
	Iteration 6F: 3 clusters Score -9323052 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -9326994.000000 Penalty: 3648.134766
	Iteration 7F: 3 clusters Score -9326994 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -9330825.000000 Penalty: 3648.134766
	Iteration 8F: 3 clusters Score -9330825 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -9333796.000000 Penalty: 3648.134766
	Iteration 9F: 3 clusters Score -9333796 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -9335850.000000 Penalty: 3648.134766
	Iteration 10Q: 3 clusters Score -9335850 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73572 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9337192.000000 Penalty: 3648.134766
	Iteration 11Q: 3 clusters Score -9337192 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74280 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9337849.000000 Penalty: 3648.134766
	Iteration 12Q: 3 clusters Score -9337849 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9338175.000000 Penalty: 3648.134766
	Iteration 13Q: 3 clusters Score -9338175 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74731 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9338316.000000 Penalty: 3648.134766
	Iteration 14Q: 3 clusters Score -9338316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9338379.000000 Penalty: 3648.134766
	Iteration 15Q: 3 clusters Score -9338379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74787 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9338403.000000 Penalty: 3648.134766
	Iteration 16Q: 3 clusters Score -9338403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9338397.000000 Penalty: 3648.134766
	Iteration 17Q: 3 clusters Score -9338397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9338411.000000 Penalty: 3648.134766
	Iteration 18Q: 3 clusters Score -9338411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9338410.000000 Penalty: 3648.134766
	Iteration 19Q: 3 clusters Score -9338410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9338412.000000 Penalty: 3648.134766
	Iteration 20F: 3 clusters Score -9338412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9338413.000000 Penalty: 3648.134766
	Iteration 21Q: 3 clusters Score -9338413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9338412.000000 Penalty: 3648.134766
	Iteration 22Q: 3 clusters Score -9338412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74801 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9338419.000000 Penalty: 3648.134766
	Iteration 23Q: 3 clusters Score -9338419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74801 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9338422.000000 Penalty: 3648.134766
	Iteration 24Q: 3 clusters Score -9338422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9338422.000000 Penalty: 3648.134766
	Iteration 25Q: 3 clusters Score -9338422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74801 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9338416.000000 Penalty: 3648.134766
	Iteration 26Q: 3 clusters Score -9338416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9338420.000000 Penalty: 3648.134766
	Iteration 27Q: 3 clusters Score -9338420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9338420.000000 Penalty: 3648.134766
	Iteration 28Q: 3 clusters Score -9338420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9338423.000000 Penalty: 3648.134766
	Iteration 29Q: 3 clusters Score -9338423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74802 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9338436.000000 Penalty: 3648.134766
	Iteration 30Q: 3 clusters Score -9338436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74803 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9338432.000000 Penalty: 3648.134766
	Iteration 31Q: 3 clusters Score -9338432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9338444.000000 Penalty: 3648.134766
	Iteration 32Q: 3 clusters Score -9338444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74811 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9338456.000000 Penalty: 3648.134766
	Iteration 33Q: 3 clusters Score -9338456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74813 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9338449.000000 Penalty: 3648.134766
	Iteration 34Q: 3 clusters Score -9338449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9338450.000000 Penalty: 3648.134766
	Iteration 35Q: 3 clusters Score -9338450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9338450.000000 Penalty: 3648.134766
	Iteration 36F: 3 clusters Score -9338450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -37153.722656 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -37153.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36275.898438 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -36275.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36421.332031 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -36421.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36485.820312 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -36485.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36541.804688 Penalty: 1933.958862
	Iteration 3F: 3 clusters Score -36541.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36566.156250 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -36566.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36615.179688 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -36615.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36670.199219 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -36670.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36740.234375 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -36740.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36790.949219 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -36790.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36830.730469 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -36830.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36863.308594 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -36863.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36916.066406 Penalty: 1933.958862
	Iteration 11Q: 3 clusters Score -36916.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36930.527344 Penalty: 1933.958862
	Iteration 12Q: 3 clusters Score -36930.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36946.019531 Penalty: 1933.958862
	Iteration 13Q: 3 clusters Score -36946.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36967.820312 Penalty: 1933.958862
	Iteration 14Q: 3 clusters Score -36967.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36970.000000 Penalty: 1933.958862
	Iteration 15Q: 3 clusters Score -36970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36971.523438 Penalty: 1933.958862
	Iteration 16F: 3 clusters Score -36971.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36993.964844 Penalty: 1933.958862
	Iteration 17Q: 3 clusters Score -36993.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37019.070312 Penalty: 1933.958862
	Iteration 18Q: 3 clusters Score -37019.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37021.777344 Penalty: 1933.958862
	Iteration 19Q: 3 clusters Score -37021.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37033.566406 Penalty: 1933.958862
	Iteration 20F: 3 clusters Score -37033.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37039.945312 Penalty: 1933.958862
	Iteration 21Q: 3 clusters Score -37039.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37039.945312 Penalty: 1933.958862
	Iteration 22F: 3 clusters Score -37039.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -15554.811523 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -15554.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15065.493164 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -15065.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15292.415039 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -15292.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15364.415039 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -15364.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15400.381836 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -15400.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15435.022461 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -15435.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15449.609375 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -15449.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15461.262695 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -15461.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15461.262695 Penalty: 1689.511475
	Iteration 7F: 3 clusters Score -15461.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -778946.000000 Penalty: 1424.006226
	Iteration 0F: 2 clusters Score -778946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -774014.500000 Penalty: 2848.012451
	Iteration 0F: 3 clusters Score -774014.5 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -775621.875000 Penalty: 2848.012451
	Iteration 1F: 3 clusters Score -775621.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -775822.125000 Penalty: 2848.012451
	Iteration 2F: 3 clusters Score -775822.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -775972.250000 Penalty: 2848.012451
	Iteration 3Q: 3 clusters Score -775972.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -776098.125000 Penalty: 2848.012451
	Iteration 4Q: 3 clusters Score -776098.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -776230.125000 Penalty: 2848.012451
	Iteration 5Q: 3 clusters Score -776230.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -776352.000000 Penalty: 2848.012451
	Iteration 6Q: 3 clusters Score -776352 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -776479.625000 Penalty: 2848.012451
	Iteration 7Q: 3 clusters Score -776479.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -776595.750000 Penalty: 2848.012451
	Iteration 8Q: 3 clusters Score -776595.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -776710.500000 Penalty: 2848.012451
	Iteration 9Q: 3 clusters Score -776710.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -776830.187500 Penalty: 2848.012451
	Iteration 10Q: 3 clusters Score -776830.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -776958.250000 Penalty: 2848.012451
	Iteration 11Q: 3 clusters Score -776958.2 nChanged 170
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: -777096.812500 Penalty: 2848.012451
	Iteration 12Q: 3 clusters Score -777096.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -777198.937500 Penalty: 2848.012451
	Iteration 13Q: 3 clusters Score -777198.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -777303.500000 Penalty: 2848.012451
	Iteration 14Q: 3 clusters Score -777303.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -777372.062500 Penalty: 2848.012451
	Iteration 15Q: 3 clusters Score -777372.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -777432.750000 Penalty: 2848.012451
	Iteration 16Q: 3 clusters Score -777432.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -777469.187500 Penalty: 2848.012451
	Iteration 17Q: 3 clusters Score -777469.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -777499.500000 Penalty: 2848.012451
	Iteration 18Q: 3 clusters Score -777499.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -777537.937500 Penalty: 2848.012451
	Iteration 19Q: 3 clusters Score -777537.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -777567.375000 Penalty: 2848.012451
	Iteration 20F: 3 clusters Score -777567.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -777587.812500 Penalty: 2848.012451
	Iteration 21Q: 3 clusters Score -777587.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -777603.875000 Penalty: 2848.012451
	Iteration 22Q: 3 clusters Score -777603.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -777620.937500 Penalty: 2848.012451
	Iteration 23Q: 3 clusters Score -777620.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -777636.125000 Penalty: 2848.012451
	Iteration 24Q: 3 clusters Score -777636.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -777657.875000 Penalty: 2848.012451
	Iteration 25Q: 3 clusters Score -777657.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -777668.625000 Penalty: 2848.012451
	Iteration 26Q: 3 clusters Score -777668.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -777673.875000 Penalty: 2848.012451
	Iteration 27Q: 3 clusters Score -777673.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -777680.187500 Penalty: 2848.012451
	Iteration 28Q: 3 clusters Score -777680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -777681.375000 Penalty: 2848.012451
	Iteration 29Q: 3 clusters Score -777681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -777682.937500 Penalty: 2848.012451
	Iteration 30Q: 3 clusters Score -777682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -777686.000000 Penalty: 2848.012451
	Iteration 31Q: 3 clusters Score -777686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -777689.750000 Penalty: 2848.012451
	Iteration 32Q: 3 clusters Score -777689.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -777692.625000 Penalty: 2848.012451
	Iteration 33Q: 3 clusters Score -777692.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -777694.187500 Penalty: 2848.012451
	Iteration 34Q: 3 clusters Score -777694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -777693.937500 Penalty: 2848.012451
	Iteration 35Q: 3 clusters Score -777693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -777694.125000 Penalty: 2848.012451
	Iteration 36Q: 3 clusters Score -777694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -777695.000000 Penalty: 2848.012451
	Iteration 37Q: 3 clusters Score -777695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -777696.750000 Penalty: 2848.012451
	Iteration 38Q: 3 clusters Score -777696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -777696.750000 Penalty: 2848.012451
	Iteration 39F: 3 clusters Score -777696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (57893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Entering Unmasked Estep 
Score: -7210253.500000 Penalty: 1782.032104
	Iteration 0F: 2 clusters Score -7210254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -7171974.500000 Penalty: 3564.064209
	Iteration 0F: 3 clusters Score -7171974 nChanged 27211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -7187475.000000 Penalty: 3564.064209
	Iteration 1F: 3 clusters Score -7187475 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -7188034.500000 Penalty: 3564.064209
	Iteration 2Q: 3 clusters Score -7188034 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -7188556.500000 Penalty: 3564.064209
	Iteration 3Q: 3 clusters Score -7188556 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -7189162.000000 Penalty: 3564.064209
	Iteration 4Q: 3 clusters Score -7189162 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -7189983.000000 Penalty: 3564.064209
	Iteration 5Q: 3 clusters Score -7189983 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -7191017.000000 Penalty: 3564.064209
	Iteration 6Q: 3 clusters Score -7191017 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -7192618.500000 Penalty: 3564.064209
	Iteration 7Q: 3 clusters Score -7192618 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -7194961.500000 Penalty: 3564.064209
	Iteration 8F: 3 clusters Score -7194962 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -7198045.000000 Penalty: 3564.064209
	Iteration 9F: 3 clusters Score -7198045 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -7201281.500000 Penalty: 3564.064209
	Iteration 10F: 3 clusters Score -7201282 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -7204079.000000 Penalty: 3564.064209
	Iteration 11F: 3 clusters Score -7204079 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -7206024.500000 Penalty: 3564.064209
	Iteration 12Q: 3 clusters Score -7206024 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -7207306.500000 Penalty: 3564.064209
	Iteration 13Q: 3 clusters Score -7207306 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7207941.000000 Penalty: 3564.064209
	Iteration 14Q: 3 clusters Score -7207941 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7208306.000000 Penalty: 3564.064209
	Iteration 15Q: 3 clusters Score -7208306 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7208480.500000 Penalty: 3564.064209
	Iteration 16Q: 3 clusters Score -7208480 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7208576.500000 Penalty: 3564.064209
	Iteration 17Q: 3 clusters Score -7208576 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7208652.500000 Penalty: 3564.064209
	Iteration 18Q: 3 clusters Score -7208652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7208695.500000 Penalty: 3564.064209
	Iteration 19Q: 3 clusters Score -7208696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7208711.000000 Penalty: 3564.064209
	Iteration 20F: 3 clusters Score -7208711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7208728.000000 Penalty: 3564.064209
	Iteration 21Q: 3 clusters Score -7208728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7208745.000000 Penalty: 3564.064209
	Iteration 22Q: 3 clusters Score -7208745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7208753.000000 Penalty: 3564.064209
	Iteration 23Q: 3 clusters Score -7208753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7208755.500000 Penalty: 3564.064209
	Iteration 24Q: 3 clusters Score -7208756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7208767.500000 Penalty: 3564.064209
	Iteration 25Q: 3 clusters Score -7208768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7208775.000000 Penalty: 3564.064209
	Iteration 26Q: 3 clusters Score -7208775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7208783.000000 Penalty: 3564.064209
	Iteration 27Q: 3 clusters Score -7208783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7208787.000000 Penalty: 3564.064209
	Iteration 28Q: 3 clusters Score -7208787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7208790.000000 Penalty: 3564.064209
	Iteration 29Q: 3 clusters Score -7208790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7208794.000000 Penalty: 3564.064209
	Iteration 30Q: 3 clusters Score -7208794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7208794.000000 Penalty: 3564.064209
	Iteration 31F: 3 clusters Score -7208794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Entering Unmasked Estep 
Score: -1689935.625000 Penalty: 1552.674805
	Iteration 0F: 2 clusters Score -1689936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1680120.625000 Penalty: 3105.349609
	Iteration 0F: 3 clusters Score -1680121 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1683493.375000 Penalty: 3105.349609
	Iteration 1F: 3 clusters Score -1683493 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1683829.375000 Penalty: 3105.349609
	Iteration 2F: 3 clusters Score -1683829 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1684181.625000 Penalty: 3105.349609
	Iteration 3F: 3 clusters Score -1684182 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1684566.625000 Penalty: 3105.349609
	Iteration 4F: 3 clusters Score -1684567 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1685025.750000 Penalty: 3105.349609
	Iteration 5F: 3 clusters Score -1685026 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1685500.500000 Penalty: 3105.349609
	Iteration 6F: 3 clusters Score -1685500 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1685988.250000 Penalty: 3105.349609
	Iteration 7F: 3 clusters Score -1685988 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1686538.750000 Penalty: 3105.349609
	Iteration 8F: 3 clusters Score -1686539 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1687078.250000 Penalty: 3105.349609
	Iteration 9Q: 3 clusters Score -1687078 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1687573.375000 Penalty: 3105.349609
	Iteration 10Q: 3 clusters Score -1687573 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1687939.000000 Penalty: 3105.349609
	Iteration 11Q: 3 clusters Score -1687939 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1688183.375000 Penalty: 3105.349609
	Iteration 12Q: 3 clusters Score -1688183 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1688340.250000 Penalty: 3105.349609
	Iteration 13Q: 3 clusters Score -1688340 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1688457.000000 Penalty: 3105.349609
	Iteration 14Q: 3 clusters Score -1688457 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1688540.250000 Penalty: 3105.349609
	Iteration 15Q: 3 clusters Score -1688540 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1688585.125000 Penalty: 3105.349609
	Iteration 16Q: 3 clusters Score -1688585 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1688628.625000 Penalty: 3105.349609
	Iteration 17Q: 3 clusters Score -1688629 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1688671.500000 Penalty: 3105.349609
	Iteration 18Q: 3 clusters Score -1688672 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1688712.250000 Penalty: 3105.349609
	Iteration 19Q: 3 clusters Score -1688712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1688742.375000 Penalty: 3105.349609
	Iteration 20F: 3 clusters Score -1688742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1688776.375000 Penalty: 3105.349609
	Iteration 21Q: 3 clusters Score -1688776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1688812.375000 Penalty: 3105.349609
	Iteration 22Q: 3 clusters Score -1688812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1688844.625000 Penalty: 3105.349609
	Iteration 23Q: 3 clusters Score -1688845 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1688859.875000 Penalty: 3105.349609
	Iteration 24Q: 3 clusters Score -1688860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1688879.750000 Penalty: 3105.349609
	Iteration 25Q: 3 clusters Score -1688880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1688898.875000 Penalty: 3105.349609
	Iteration 26Q: 3 clusters Score -1688899 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1688920.250000 Penalty: 3105.349609
	Iteration 27Q: 3 clusters Score -1688920 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1688941.750000 Penalty: 3105.349609
	Iteration 28Q: 3 clusters Score -1688942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1688951.875000 Penalty: 3105.349609
	Iteration 29Q: 3 clusters Score -1688952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1688957.500000 Penalty: 3105.349609
	Iteration 30Q: 3 clusters Score -1688958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1688961.250000 Penalty: 3105.349609
	Iteration 31Q: 3 clusters Score -1688961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1688962.125000 Penalty: 3105.349609
	Iteration 32Q: 3 clusters Score -1688962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1688968.125000 Penalty: 3105.349609
	Iteration 33Q: 3 clusters Score -1688968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1688970.375000 Penalty: 3105.349609
	Iteration 34Q: 3 clusters Score -1688970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1688973.250000 Penalty: 3105.349609
	Iteration 35Q: 3 clusters Score -1688973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1688973.875000 Penalty: 3105.349609
	Iteration 36Q: 3 clusters Score -1688974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1688978.250000 Penalty: 3105.349609
	Iteration 37Q: 3 clusters Score -1688978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1688977.500000 Penalty: 3105.349609
	Iteration 38Q: 3 clusters Score -1688978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1688977.625000 Penalty: 3105.349609
	Iteration 39Q: 3 clusters Score -1688978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1688977.125000 Penalty: 3105.349609
	Iteration 40F: 3 clusters Score -1688977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1688975.750000 Penalty: 3105.349609
	Iteration 41Q: 3 clusters Score -1688976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1688977.875000 Penalty: 3105.349609
	Iteration 42Q: 3 clusters Score -1688978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1688980.125000 Penalty: 3105.349609
	Iteration 43Q: 3 clusters Score -1688980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1688978.875000 Penalty: 3105.349609
	Iteration 44Q: 3 clusters Score -1688979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1688978.875000 Penalty: 3105.349609
	Iteration 45Q: 3 clusters Score -1688979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1688979.250000 Penalty: 3105.349609
	Iteration 46Q: 3 clusters Score -1688979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1688979.625000 Penalty: 3105.349609
	Iteration 47Q: 3 clusters Score -1688980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1688978.875000 Penalty: 3105.349609
	Iteration 48Q: 3 clusters Score -1688979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1688978.625000 Penalty: 3105.349609
	Iteration 49Q: 3 clusters Score -1688979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1688980.000000 Penalty: 3105.349609
	Iteration 50Q: 3 clusters Score -1688980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1688984.125000 Penalty: 3105.349609
	Iteration 51Q: 3 clusters Score -1688984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1688984.500000 Penalty: 3105.349609
	Iteration 52Q: 3 clusters Score -1688984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1688984.500000 Penalty: 3105.349609
	Iteration 53F: 3 clusters Score -1688984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -286280.968750 Penalty: 1274.880127
	Iteration 0F: 2 clusters Score -286281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -283788.437500 Penalty: 2549.760254
	Iteration 0F: 3 clusters Score -283788.4 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -284374.781250 Penalty: 2549.760254
	Iteration 1F: 3 clusters Score -284374.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -284520.906250 Penalty: 2549.760254
	Iteration 2F: 3 clusters Score -284520.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -284645.812500 Penalty: 2549.760254
	Iteration 3F: 3 clusters Score -284645.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -284778.093750 Penalty: 2549.760254
	Iteration 4F: 3 clusters Score -284778.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -284909.156250 Penalty: 2549.760254
	Iteration 5F: 3 clusters Score -284909.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -285054.093750 Penalty: 2549.760254
	Iteration 6Q: 3 clusters Score -285054.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -285222.875000 Penalty: 2549.760254
	Iteration 7Q: 3 clusters Score -285222.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -285454.593750 Penalty: 2549.760254
	Iteration 8F: 3 clusters Score -285454.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -285663.750000 Penalty: 2549.760254
	Iteration 9F: 3 clusters Score -285663.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -285774.562500 Penalty: 2549.760254
	Iteration 10Q: 3 clusters Score -285774.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -285820.875000 Penalty: 2549.760254
	Iteration 11Q: 3 clusters Score -285820.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -285839.937500 Penalty: 2549.760254
	Iteration 12Q: 3 clusters Score -285839.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -285849.281250 Penalty: 2549.760254
	Iteration 13Q: 3 clusters Score -285849.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -285858.281250 Penalty: 2549.760254
	Iteration 14Q: 3 clusters Score -285858.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -285866.750000 Penalty: 2549.760254
	Iteration 15Q: 3 clusters Score -285866.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -285871.343750 Penalty: 2549.760254
	Iteration 16Q: 3 clusters Score -285871.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -285877.562500 Penalty: 2549.760254
	Iteration 17Q: 3 clusters Score -285877.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -285883.250000 Penalty: 2549.760254
	Iteration 18Q: 3 clusters Score -285883.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -285887.125000 Penalty: 2549.760254
	Iteration 19Q: 3 clusters Score -285887.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -285889.156250 Penalty: 2549.760254
	Iteration 20F: 3 clusters Score -285889.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -285891.531250 Penalty: 2549.760254
	Iteration 21Q: 3 clusters Score -285891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -285893.500000 Penalty: 2549.760254
	Iteration 22Q: 3 clusters Score -285893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -285894.312500 Penalty: 2549.760254
	Iteration 23Q: 3 clusters Score -285894.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -285894.250000 Penalty: 2549.760254
	Iteration 24Q: 3 clusters Score -285894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -285895.000000 Penalty: 2549.760254
	Iteration 25Q: 3 clusters Score -285895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -285895.000000 Penalty: 2549.760254
	Iteration 26F: 3 clusters Score -285895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Entering Unmasked Estep 
Score: -1060231.875000 Penalty: 1467.630493
	Iteration 0F: 2 clusters Score -1060232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1054153.375000 Penalty: 2935.260986
	Iteration 0F: 3 clusters Score -1054153 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1056008.875000 Penalty: 2935.260986
	Iteration 1F: 3 clusters Score -1056009 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1056218.625000 Penalty: 2935.260986
	Iteration 2F: 3 clusters Score -1056219 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1056371.500000 Penalty: 2935.260986
	Iteration 3Q: 3 clusters Score -1056372 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1056521.750000 Penalty: 2935.260986
	Iteration 4Q: 3 clusters Score -1056522 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1056686.625000 Penalty: 2935.260986
	Iteration 5Q: 3 clusters Score -1056687 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1056874.375000 Penalty: 2935.260986
	Iteration 6Q: 3 clusters Score -1056874 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1057096.500000 Penalty: 2935.260986
	Iteration 7Q: 3 clusters Score -1057096 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1057366.875000 Penalty: 2935.260986
	Iteration 8Q: 3 clusters Score -1057367 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1057683.750000 Penalty: 2935.260986
	Iteration 9Q: 3 clusters Score -1057684 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1058039.625000 Penalty: 2935.260986
	Iteration 10Q: 3 clusters Score -1058040 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1058348.875000 Penalty: 2935.260986
	Iteration 11Q: 3 clusters Score -1058349 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1058583.375000 Penalty: 2935.260986
	Iteration 12Q: 3 clusters Score -1058583 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1058772.125000 Penalty: 2935.260986
	Iteration 13Q: 3 clusters Score -1058772 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1058932.375000 Penalty: 2935.260986
	Iteration 14Q: 3 clusters Score -1058932 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1059034.375000 Penalty: 2935.260986
	Iteration 15Q: 3 clusters Score -1059034 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1059099.750000 Penalty: 2935.260986
	Iteration 16Q: 3 clusters Score -1059100 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1059148.250000 Penalty: 2935.260986
	Iteration 17Q: 3 clusters Score -1059148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1059175.750000 Penalty: 2935.260986
	Iteration 18Q: 3 clusters Score -1059176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1059193.375000 Penalty: 2935.260986
	Iteration 19Q: 3 clusters Score -1059193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1059210.375000 Penalty: 2935.260986
	Iteration 20F: 3 clusters Score -1059210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1059215.750000 Penalty: 2935.260986
	Iteration 21Q: 3 clusters Score -1059216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1059218.750000 Penalty: 2935.260986
	Iteration 22Q: 3 clusters Score -1059219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1059222.625000 Penalty: 2935.260986
	Iteration 23Q: 3 clusters Score -1059223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1059223.250000 Penalty: 2935.260986
	Iteration 24Q: 3 clusters Score -1059223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1059226.375000 Penalty: 2935.260986
	Iteration 25Q: 3 clusters Score -1059226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1059229.500000 Penalty: 2935.260986
	Iteration 26Q: 3 clusters Score -1059230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1059231.125000 Penalty: 2935.260986
	Iteration 27Q: 3 clusters Score -1059231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1059234.000000 Penalty: 2935.260986
	Iteration 28Q: 3 clusters Score -1059234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1059237.000000 Penalty: 2935.260986
	Iteration 29Q: 3 clusters Score -1059237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1059236.750000 Penalty: 2935.260986
	Iteration 30Q: 3 clusters Score -1059237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1059236.750000 Penalty: 2935.260986
	Iteration 31F: 3 clusters Score -1059237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Entering Unmasked Estep 
Score: -1976863.750000 Penalty: 1568.754150
	Iteration 0F: 2 clusters Score -1976864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1966082.875000 Penalty: 3137.508301
	Iteration 0F: 3 clusters Score -1966083 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1969796.500000 Penalty: 3137.508301
	Iteration 1F: 3 clusters Score -1969796 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1970062.250000 Penalty: 3137.508301
	Iteration 2Q: 3 clusters Score -1970062 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1970305.125000 Penalty: 3137.508301
	Iteration 3Q: 3 clusters Score -1970305 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1970535.625000 Penalty: 3137.508301
	Iteration 4Q: 3 clusters Score -1970536 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1970798.000000 Penalty: 3137.508301
	Iteration 5Q: 3 clusters Score -1970798 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1971097.625000 Penalty: 3137.508301
	Iteration 6Q: 3 clusters Score -1971098 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1971505.375000 Penalty: 3137.508301
	Iteration 7Q: 3 clusters Score -1971505 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1971989.625000 Penalty: 3137.508301
	Iteration 8F: 3 clusters Score -1971990 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1972577.250000 Penalty: 3137.508301
	Iteration 9F: 3 clusters Score -1972577 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1973174.125000 Penalty: 3137.508301
	Iteration 10F: 3 clusters Score -1973174 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1973714.375000 Penalty: 3137.508301
	Iteration 11Q: 3 clusters Score -1973714 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1974171.625000 Penalty: 3137.508301
	Iteration 12Q: 3 clusters Score -1974172 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1974526.250000 Penalty: 3137.508301
	Iteration 13Q: 3 clusters Score -1974526 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1974771.750000 Penalty: 3137.508301
	Iteration 14Q: 3 clusters Score -1974772 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1974957.375000 Penalty: 3137.508301
	Iteration 15Q: 3 clusters Score -1974957 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1975103.875000 Penalty: 3137.508301
	Iteration 16Q: 3 clusters Score -1975104 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1975218.375000 Penalty: 3137.508301
	Iteration 17Q: 3 clusters Score -1975218 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1975317.250000 Penalty: 3137.508301
	Iteration 18Q: 3 clusters Score -1975317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1975375.750000 Penalty: 3137.508301
	Iteration 19Q: 3 clusters Score -1975376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1975418.000000 Penalty: 3137.508301
	Iteration 20F: 3 clusters Score -1975418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1975460.250000 Penalty: 3137.508301
	Iteration 21Q: 3 clusters Score -1975460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1975481.625000 Penalty: 3137.508301
	Iteration 22Q: 3 clusters Score -1975482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1975492.375000 Penalty: 3137.508301
	Iteration 23Q: 3 clusters Score -1975492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1975495.375000 Penalty: 3137.508301
	Iteration 24Q: 3 clusters Score -1975495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1975506.000000 Penalty: 3137.508301
	Iteration 25Q: 3 clusters Score -1975506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1975509.000000 Penalty: 3137.508301
	Iteration 26Q: 3 clusters Score -1975509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1975513.875000 Penalty: 3137.508301
	Iteration 27Q: 3 clusters Score -1975514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1975519.625000 Penalty: 3137.508301
	Iteration 28Q: 3 clusters Score -1975520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1975523.125000 Penalty: 3137.508301
	Iteration 29Q: 3 clusters Score -1975523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1975525.500000 Penalty: 3137.508301
	Iteration 30Q: 3 clusters Score -1975526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1975531.750000 Penalty: 3137.508301
	Iteration 31Q: 3 clusters Score -1975532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1975538.000000 Penalty: 3137.508301
	Iteration 32Q: 3 clusters Score -1975538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1975538.375000 Penalty: 3137.508301
	Iteration 33Q: 3 clusters Score -1975538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1975538.125000 Penalty: 3137.508301
	Iteration 34Q: 3 clusters Score -1975538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1975538.125000 Penalty: 3137.508301
	Iteration 35F: 3 clusters Score -1975538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (42748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Entering Unmasked Estep 
Score: -5327021.000000 Penalty: 1732.750122
	Iteration 0F: 2 clusters Score -5327021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -5298426.500000 Penalty: 3465.500244
	Iteration 0F: 3 clusters Score -5298426 nChanged 19889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -5309707.000000 Penalty: 3465.500244
	Iteration 1F: 3 clusters Score -5309707 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -5310327.500000 Penalty: 3465.500244
	Iteration 2Q: 3 clusters Score -5310328 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -5311144.500000 Penalty: 3465.500244
	Iteration 3Q: 3 clusters Score -5311144 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -5312413.000000 Penalty: 3465.500244
	Iteration 4F: 3 clusters Score -5312413 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -5314433.000000 Penalty: 3465.500244
	Iteration 5F: 3 clusters Score -5314433 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -5317347.000000 Penalty: 3465.500244
	Iteration 6F: 3 clusters Score -5317347 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -5320683.500000 Penalty: 3465.500244
	Iteration 7F: 3 clusters Score -5320684 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -5323405.000000 Penalty: 3465.500244
	Iteration 8F: 3 clusters Score -5323405 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -5324737.500000 Penalty: 3465.500244
	Iteration 9Q: 3 clusters Score -5324738 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -5325241.000000 Penalty: 3465.500244
	Iteration 10Q: 3 clusters Score -5325241 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -5325426.500000 Penalty: 3465.500244
	Iteration 11Q: 3 clusters Score -5325426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -5325488.000000 Penalty: 3465.500244
	Iteration 12Q: 3 clusters Score -5325488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -5325512.000000 Penalty: 3465.500244
	Iteration 13Q: 3 clusters Score -5325512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -5325530.500000 Penalty: 3465.500244
	Iteration 14Q: 3 clusters Score -5325530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -5325529.000000 Penalty: 3465.500244
	Iteration 15Q: 3 clusters Score -5325529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -5325529.000000 Penalty: 3465.500244
	Iteration 16F: 3 clusters Score -5325529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 30536 members 
Mstep: Class 4 contains 26699 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 26611 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21635 members 
Mstep: Class 16 contains 74984 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 57893 members 
Mstep: Class 21 contains 14114 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 42748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62652388.000000 Penalty: 55564.910156
Iteration 223F: 27 clusters Score -6.265239e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 30537 members 
Mstep: Class 4 contains 26699 members 
Mstep: Class 5 contains 6462 members 
Mstep: Class 6 contains 27213 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 14927 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 3105 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 11436 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 21654 members 
Mstep: Class 16 contains 74983 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6318 members 
Mstep: Class 20 contains 58026 members 
Mstep: Class 21 contains 14115 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 8413 members 
Mstep: Class 24 contains 15328 members 
Mstep: Class 25 contains 42748 members 
Mstep: Class 26 contains 43203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653544.000000 Penalty: 55564.910156
Iteration 224Q: 27 clusters Score -6.265354e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 30525 members 
Mstep: Class 4 contains 26695 members 
Mstep: Class 5 contains 6462 members 
Mstep: Class 6 contains 27650 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3113 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 11486 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 21646 members 
Mstep: Class 16 contains 74968 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6341 members 
Mstep: Class 20 contains 58156 members 
Mstep: Class 21 contains 14099 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8431 members 
Mstep: Class 24 contains 15110 members 
Mstep: Class 25 contains 42769 members 
Mstep: Class 26 contains 43237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653944.000000 Penalty: 55564.910156
Iteration 225Q: 27 clusters Score -6.265394e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 30518 members 
Mstep: Class 4 contains 26695 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 28094 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 13970 members 
Mstep: Class 10 contains 5041 members 
Mstep: Class 11 contains 3129 members 
Mstep: Class 12 contains 3499 members 
Mstep: Class 13 contains 11524 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 21621 members 
Mstep: Class 16 contains 74958 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6362 members 
Mstep: Class 20 contains 58237 members 
Mstep: Class 21 contains 14083 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8443 members 
Mstep: Class 24 contains 14925 members 
Mstep: Class 25 contains 42773 members 
Mstep: Class 26 contains 43296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62654172.000000 Penalty: 55564.910156
Iteration 226Q: 27 clusters Score -6.265417e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83628 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 30512 members 
Mstep: Class 4 contains 26693 members 
Mstep: Class 5 contains 6449 members 
Mstep: Class 6 contains 28517 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 13590 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 3508 members 
Mstep: Class 13 contains 11536 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21598 members 
Mstep: Class 16 contains 74950 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6376 members 
Mstep: Class 20 contains 58301 members 
Mstep: Class 21 contains 14072 members 
Mstep: Class 22 contains 2562 members 
Mstep: Class 23 contains 8449 members 
Mstep: Class 24 contains 14776 members 
Mstep: Class 25 contains 42771 members 
Mstep: Class 26 contains 43351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62654256.000000 Penalty: 55564.910156
Iteration 227Q: 27 clusters Score -6.265426e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83632 members 
Mstep: Class 2 contains 5711 members 
Mstep: Class 3 contains 30506 members 
Mstep: Class 4 contains 26690 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 28949 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 13228 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 11533 members 
Mstep: Class 14 contains 4055 members 
Mstep: Class 15 contains 21573 members 
Mstep: Class 16 contains 74949 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6392 members 
Mstep: Class 20 contains 58332 members 
Mstep: Class 21 contains 14061 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 8451 members 
Mstep: Class 24 contains 14655 members 
Mstep: Class 25 contains 42786 members 
Mstep: Class 26 contains 43380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62654596.000000 Penalty: 55564.910156
Iteration 228Q: 27 clusters Score -6.26546e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 5709 members 
Mstep: Class 3 contains 30500 members 
Mstep: Class 4 contains 26684 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 29364 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 12915 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 3148 members 
Mstep: Class 12 contains 3519 members 
Mstep: Class 13 contains 11533 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 21540 members 
Mstep: Class 16 contains 74957 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 58347 members 
Mstep: Class 21 contains 14053 members 
Mstep: Class 22 contains 2564 members 
Mstep: Class 23 contains 8446 members 
Mstep: Class 24 contains 14544 members 
Mstep: Class 25 contains 42816 members 
Mstep: Class 26 contains 43395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62654756.000000 Penalty: 55564.910156
Iteration 229Q: 27 clusters Score -6.265476e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 30497 members 
Mstep: Class 4 contains 26682 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 29786 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 12597 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 3152 members 
Mstep: Class 12 contains 3519 members 
Mstep: Class 13 contains 11523 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 21507 members 
Mstep: Class 16 contains 74958 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6410 members 
Mstep: Class 20 contains 58342 members 
Mstep: Class 21 contains 14046 members 
Mstep: Class 22 contains 2566 members 
Mstep: Class 23 contains 8435 members 
Mstep: Class 24 contains 14461 members 
Mstep: Class 25 contains 42844 members 
Mstep: Class 26 contains 43413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62654912.000000 Penalty: 55564.910156
Iteration 230Q: 27 clusters Score -6.265491e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 5709 members 
Mstep: Class 3 contains 30487 members 
Mstep: Class 4 contains 26678 members 
Mstep: Class 5 contains 6412 members 
Mstep: Class 6 contains 30162 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 12325 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 3157 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 11499 members 
Mstep: Class 14 contains 4057 members 
Mstep: Class 15 contains 21486 members 
Mstep: Class 16 contains 74968 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 58351 members 
Mstep: Class 21 contains 14040 members 
Mstep: Class 22 contains 2564 members 
Mstep: Class 23 contains 8418 members 
Mstep: Class 24 contains 14392 members 
Mstep: Class 25 contains 42861 members 
Mstep: Class 26 contains 43425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62655104.000000 Penalty: 55564.910156
Iteration 231Q: 27 clusters Score -6.26551e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 30485 members 
Mstep: Class 4 contains 26664 members 
Mstep: Class 5 contains 6411 members 
Mstep: Class 6 contains 30527 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 12046 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 3157 members 
Mstep: Class 12 contains 3519 members 
Mstep: Class 13 contains 11484 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 21461 members 
Mstep: Class 16 contains 74976 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6427 members 
Mstep: Class 20 contains 58362 members 
Mstep: Class 21 contains 14038 members 
Mstep: Class 22 contains 2564 members 
Mstep: Class 23 contains 8406 members 
Mstep: Class 24 contains 14348 members 
Mstep: Class 25 contains 42876 members 
Mstep: Class 26 contains 43438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62655276.000000 Penalty: 55564.910156
Iteration 232Q: 27 clusters Score -6.265528e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 5683 members 
Mstep: Class 3 contains 30484 members 
Mstep: Class 4 contains 26653 members 
Mstep: Class 5 contains 6412 members 
Mstep: Class 6 contains 30920 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 11759 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 3161 members 
Mstep: Class 12 contains 3519 members 
Mstep: Class 13 contains 11468 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 21448 members 
Mstep: Class 16 contains 74984 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6433 members 
Mstep: Class 20 contains 58341 members 
Mstep: Class 21 contains 14034 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 14299 members 
Mstep: Class 25 contains 42885 members 
Mstep: Class 26 contains 43451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62655292.000000 Penalty: 55564.910156
Iteration 233Q: 27 clusters Score -6.265529e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 5671 members 
Mstep: Class 3 contains 30480 members 
Mstep: Class 4 contains 26639 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 31262 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 11522 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 3165 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 11448 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 21445 members 
Mstep: Class 16 contains 74982 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6431 members 
Mstep: Class 20 contains 58325 members 
Mstep: Class 21 contains 14028 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 8383 members 
Mstep: Class 24 contains 14262 members 
Mstep: Class 25 contains 42898 members 
Mstep: Class 26 contains 43464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62655332.000000 Penalty: 55564.910156
Iteration 234Q: 27 clusters Score -6.265533e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 5657 members 
Mstep: Class 3 contains 30477 members 
Mstep: Class 4 contains 26620 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 31576 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 11303 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 11428 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 21428 members 
Mstep: Class 16 contains 74994 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6424 members 
Mstep: Class 20 contains 58314 members 
Mstep: Class 21 contains 14027 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 8371 members 
Mstep: Class 24 contains 14226 members 
Mstep: Class 25 contains 42918 members 
Mstep: Class 26 contains 43476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62655468.000000 Penalty: 55564.910156
Iteration 235Q: 27 clusters Score -6.265547e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83630 members 
Mstep: Class 2 contains 5645 members 
Mstep: Class 3 contains 30478 members 
Mstep: Class 4 contains 26604 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 6 contains 31901 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 11072 members 
Mstep: Class 10 contains 4966 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 11408 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 21415 members 
Mstep: Class 16 contains 75005 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6419 members 
Mstep: Class 20 contains 58282 members 
Mstep: Class 21 contains 14024 members 
Mstep: Class 22 contains 2564 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 14194 members 
Mstep: Class 25 contains 42943 members 
Mstep: Class 26 contains 43486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62655420.000000 Penalty: 55564.910156
Iteration 236Q: 27 clusters Score -6.265542e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 5631 members 
Mstep: Class 3 contains 30480 members 
Mstep: Class 4 contains 26594 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 6 contains 32183 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 10859 members 
Mstep: Class 10 contains 4964 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3527 members 
Mstep: Class 13 contains 11393 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 21407 members 
Mstep: Class 16 contains 75030 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6416 members 
Mstep: Class 20 contains 58245 members 
Mstep: Class 21 contains 14023 members 
Mstep: Class 22 contains 2564 members 
Mstep: Class 23 contains 8357 members 
Mstep: Class 24 contains 14160 members 
Mstep: Class 25 contains 42964 members 
Mstep: Class 26 contains 43500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62655584.000000 Penalty: 55564.910156
Iteration 237Q: 27 clusters Score -6.265558e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83622 members 
Mstep: Class 2 contains 5616 members 
Mstep: Class 3 contains 30486 members 
Mstep: Class 4 contains 26579 members 
Mstep: Class 5 contains 6411 members 
Mstep: Class 6 contains 32486 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 10628 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3527 members 
Mstep: Class 13 contains 11385 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 21398 members 
Mstep: Class 16 contains 75046 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6419 members 
Mstep: Class 20 contains 58211 members 
Mstep: Class 21 contains 14018 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 8349 members 
Mstep: Class 24 contains 14135 members 
Mstep: Class 25 contains 42985 members 
Mstep: Class 26 contains 43504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62655616.000000 Penalty: 55564.910156
Iteration 238Q: 27 clusters Score -6.265562e+07 nChanged 507
Entering ConstructFrom: 
Score: -62655616.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (83618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83618 members 
Entering Unmasked Estep 
Score: -10330527.000000 Penalty: 1841.777222
	Iteration 0F: 2 clusters Score -1.033053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -10278812.000000 Penalty: 3683.554443
	Iteration 0F: 3 clusters Score -1.027881e+07 nChanged 39812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -10302518.000000 Penalty: 3683.554443
	Iteration 1F: 3 clusters Score -1.030252e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -10303297.000000 Penalty: 3683.554443
	Iteration 2Q: 3 clusters Score -1.03033e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -10304228.000000 Penalty: 3683.554443
	Iteration 3Q: 3 clusters Score -1.030423e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -10305183.000000 Penalty: 3683.554443
	Iteration 4Q: 3 clusters Score -1.030518e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -10305941.000000 Penalty: 3683.554443
	Iteration 5Q: 3 clusters Score -1.030594e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -10306950.000000 Penalty: 3683.554443
	Iteration 6Q: 3 clusters Score -1.030695e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -10307882.000000 Penalty: 3683.554443
	Iteration 7Q: 3 clusters Score -1.030788e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -10308784.000000 Penalty: 3683.554443
	Iteration 8Q: 3 clusters Score -1.030878e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -10309540.000000 Penalty: 3683.554443
	Iteration 9Q: 3 clusters Score -1.030954e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -10310119.000000 Penalty: 3683.554443
	Iteration 10Q: 3 clusters Score -1.031012e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -10310487.000000 Penalty: 3683.554443
	Iteration 11Q: 3 clusters Score -1.031049e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -10310847.000000 Penalty: 3683.554443
	Iteration 12Q: 3 clusters Score -1.031085e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -10311122.000000 Penalty: 3683.554443
	Iteration 13Q: 3 clusters Score -1.031112e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -10311360.000000 Penalty: 3683.554443
	Iteration 14Q: 3 clusters Score -1.031136e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -10311633.000000 Penalty: 3683.554443
	Iteration 15Q: 3 clusters Score -1.031163e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -10311817.000000 Penalty: 3683.554443
	Iteration 16Q: 3 clusters Score -1.031182e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -10312133.000000 Penalty: 3683.554443
	Iteration 17Q: 3 clusters Score -1.031213e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -10312452.000000 Penalty: 3683.554443
	Iteration 18Q: 3 clusters Score -1.031245e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -10312890.000000 Penalty: 3683.554443
	Iteration 19Q: 3 clusters Score -1.031289e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -10313438.000000 Penalty: 3683.554443
	Iteration 20F: 3 clusters Score -1.031344e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -10314107.000000 Penalty: 3683.554443
	Iteration 21Q: 3 clusters Score -1.031411e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -10314962.000000 Penalty: 3683.554443
	Iteration 22Q: 3 clusters Score -1.031496e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -10316158.000000 Penalty: 3683.554443
	Iteration 23Q: 3 clusters Score -1.031616e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -10317671.000000 Penalty: 3683.554443
	Iteration 24Q: 3 clusters Score -1.031767e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -10319415.000000 Penalty: 3683.554443
	Iteration 25Q: 3 clusters Score -1.031942e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -10321362.000000 Penalty: 3683.554443
	Iteration 26Q: 3 clusters Score -1.032136e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -10323420.000000 Penalty: 3683.554443
	Iteration 27Q: 3 clusters Score -1.032342e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -10325382.000000 Penalty: 3683.554443
	Iteration 28Q: 3 clusters Score -1.032538e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -10326901.000000 Penalty: 3683.554443
	Iteration 29Q: 3 clusters Score -1.03269e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -10327595.000000 Penalty: 3683.554443
	Iteration 30Q: 3 clusters Score -1.03276e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -10327993.000000 Penalty: 3683.554443
	Iteration 31Q: 3 clusters Score -1.032799e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -10328148.000000 Penalty: 3683.554443
	Iteration 32Q: 3 clusters Score -1.032815e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82727 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10328261.000000 Penalty: 3683.554443
	Iteration 33Q: 3 clusters Score -1.032826e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -10328331.000000 Penalty: 3683.554443
	Iteration 34Q: 3 clusters Score -1.032833e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10328360.000000 Penalty: 3683.554443
	Iteration 35Q: 3 clusters Score -1.032836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10328388.000000 Penalty: 3683.554443
	Iteration 36Q: 3 clusters Score -1.032839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10328420.000000 Penalty: 3683.554443
	Iteration 37Q: 3 clusters Score -1.032842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10328443.000000 Penalty: 3683.554443
	Iteration 38Q: 3 clusters Score -1.032844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10328451.000000 Penalty: 3683.554443
	Iteration 39Q: 3 clusters Score -1.032845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82905 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10328782.000000 Penalty: 3683.554443
	Iteration 40F: 3 clusters Score -1.032878e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10329068.000000 Penalty: 3683.554443
	Iteration 41Q: 3 clusters Score -1.032907e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10329212.000000 Penalty: 3683.554443
	Iteration 42Q: 3 clusters Score -1.032921e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83300 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10329281.000000 Penalty: 3683.554443
	Iteration 43Q: 3 clusters Score -1.032928e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10329319.000000 Penalty: 3683.554443
	Iteration 44Q: 3 clusters Score -1.032932e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10329350.000000 Penalty: 3683.554443
	Iteration 45Q: 3 clusters Score -1.032935e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10329385.000000 Penalty: 3683.554443
	Iteration 46Q: 3 clusters Score -1.032938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10329387.000000 Penalty: 3683.554443
	Iteration 47Q: 3 clusters Score -1.032939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83306 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10329394.000000 Penalty: 3683.554443
	Iteration 48Q: 3 clusters Score -1.032939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83298 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10329405.000000 Penalty: 3683.554443
	Iteration 49Q: 3 clusters Score -1.03294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83292 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10329423.000000 Penalty: 3683.554443
	Iteration 50Q: 3 clusters Score -1.032942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83294 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10329416.000000 Penalty: 3683.554443
	Iteration 51Q: 3 clusters Score -1.032942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10329423.000000 Penalty: 3683.554443
	Iteration 52Q: 3 clusters Score -1.032942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10329423.000000 Penalty: 3683.554443
	Iteration 53F: 3 clusters Score -1.032942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Entering Unmasked Estep 
Score: -698267.937500 Penalty: 1402.691772
	Iteration 0F: 2 clusters Score -698267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -693968.937500 Penalty: 2805.383545
	Iteration 0F: 3 clusters Score -693968.9 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -695151.062500 Penalty: 2805.383545
	Iteration 1F: 3 clusters Score -695151.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -695342.250000 Penalty: 2805.383545
	Iteration 2F: 3 clusters Score -695342.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -695486.375000 Penalty: 2805.383545
	Iteration 3F: 3 clusters Score -695486.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -695598.875000 Penalty: 2805.383545
	Iteration 4Q: 3 clusters Score -695598.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -695706.937500 Penalty: 2805.383545
	Iteration 5Q: 3 clusters Score -695706.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -695822.562500 Penalty: 2805.383545
	Iteration 6Q: 3 clusters Score -695822.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -695938.187500 Penalty: 2805.383545
	Iteration 7Q: 3 clusters Score -695938.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -696052.625000 Penalty: 2805.383545
	Iteration 8Q: 3 clusters Score -696052.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -696160.687500 Penalty: 2805.383545
	Iteration 9Q: 3 clusters Score -696160.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -696273.312500 Penalty: 2805.383545
	Iteration 10Q: 3 clusters Score -696273.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -696411.125000 Penalty: 2805.383545
	Iteration 11Q: 3 clusters Score -696411.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -696562.062500 Penalty: 2805.383545
	Iteration 12Q: 3 clusters Score -696562.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -696691.750000 Penalty: 2805.383545
	Iteration 13Q: 3 clusters Score -696691.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -696799.000000 Penalty: 2805.383545
	Iteration 14Q: 3 clusters Score -696799 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -696862.937500 Penalty: 2805.383545
	Iteration 15Q: 3 clusters Score -696862.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -696913.062500 Penalty: 2805.383545
	Iteration 16Q: 3 clusters Score -696913.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -696949.375000 Penalty: 2805.383545
	Iteration 17Q: 3 clusters Score -696949.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -696973.937500 Penalty: 2805.383545
	Iteration 18Q: 3 clusters Score -696973.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -696982.437500 Penalty: 2805.383545
	Iteration 19Q: 3 clusters Score -696982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -696992.187500 Penalty: 2805.383545
	Iteration 20F: 3 clusters Score -696992.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -696999.062500 Penalty: 2805.383545
	Iteration 21Q: 3 clusters Score -696999.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -697005.687500 Penalty: 2805.383545
	Iteration 22Q: 3 clusters Score -697005.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -697012.562500 Penalty: 2805.383545
	Iteration 23Q: 3 clusters Score -697012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -697016.625000 Penalty: 2805.383545
	Iteration 24Q: 3 clusters Score -697016.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -697018.250000 Penalty: 2805.383545
	Iteration 25Q: 3 clusters Score -697018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -697018.062500 Penalty: 2805.383545
	Iteration 26Q: 3 clusters Score -697018.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -697020.812500 Penalty: 2805.383545
	Iteration 27Q: 3 clusters Score -697020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -697021.000000 Penalty: 2805.383545
	Iteration 28Q: 3 clusters Score -697021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -697021.812500 Penalty: 2805.383545
	Iteration 29Q: 3 clusters Score -697021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -697023.312500 Penalty: 2805.383545
	Iteration 30Q: 3 clusters Score -697023.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -697022.812500 Penalty: 2805.383545
	Iteration 31Q: 3 clusters Score -697022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -697022.812500 Penalty: 2805.383545
	Iteration 32F: 3 clusters Score -697022.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Entering Unmasked Estep 
Score: -3805396.750000 Penalty: 1677.816162
	Iteration 0F: 2 clusters Score -3805397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -3784863.250000 Penalty: 3355.632324
	Iteration 0F: 3 clusters Score -3784863 nChanged 14126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3792674.750000 Penalty: 3355.632324
	Iteration 1F: 3 clusters Score -3792675 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3793213.000000 Penalty: 3355.632324
	Iteration 2Q: 3 clusters Score -3793213 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3793894.750000 Penalty: 3355.632324
	Iteration 3F: 3 clusters Score -3793895 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3794996.750000 Penalty: 3355.632324
	Iteration 4F: 3 clusters Score -3794997 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3796626.500000 Penalty: 3355.632324
	Iteration 5F: 3 clusters Score -3796626 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3798611.500000 Penalty: 3355.632324
	Iteration 6F: 3 clusters Score -3798612 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3800629.250000 Penalty: 3355.632324
	Iteration 7F: 3 clusters Score -3800629 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -3802215.250000 Penalty: 3355.632324
	Iteration 8F: 3 clusters Score -3802215 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -3803164.000000 Penalty: 3355.632324
	Iteration 9Q: 3 clusters Score -3803164 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -3803615.500000 Penalty: 3355.632324
	Iteration 10Q: 3 clusters Score -3803616 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -3803781.500000 Penalty: 3355.632324
	Iteration 11Q: 3 clusters Score -3803782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -3803864.750000 Penalty: 3355.632324
	Iteration 12Q: 3 clusters Score -3803865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -3803899.250000 Penalty: 3355.632324
	Iteration 13Q: 3 clusters Score -3803899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -3803920.250000 Penalty: 3355.632324
	Iteration 14Q: 3 clusters Score -3803920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -3803923.500000 Penalty: 3355.632324
	Iteration 15Q: 3 clusters Score -3803924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -3803930.250000 Penalty: 3355.632324
	Iteration 16Q: 3 clusters Score -3803930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3803932.000000 Penalty: 3355.632324
	Iteration 17Q: 3 clusters Score -3803932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3803935.750000 Penalty: 3355.632324
	Iteration 18Q: 3 clusters Score -3803936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3803933.000000 Penalty: 3355.632324
	Iteration 19Q: 3 clusters Score -3803933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3803936.500000 Penalty: 3355.632324
	Iteration 20F: 3 clusters Score -3803936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3803939.750000 Penalty: 3355.632324
	Iteration 21Q: 3 clusters Score -3803940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -3803947.500000 Penalty: 3355.632324
	Iteration 22Q: 3 clusters Score -3803948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3803953.750000 Penalty: 3355.632324
	Iteration 23Q: 3 clusters Score -3803954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3803959.000000 Penalty: 3355.632324
	Iteration 24Q: 3 clusters Score -3803959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -3803963.000000 Penalty: 3355.632324
	Iteration 25Q: 3 clusters Score -3803963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3803965.750000 Penalty: 3355.632324
	Iteration 26Q: 3 clusters Score -3803966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3803968.500000 Penalty: 3355.632324
	Iteration 27Q: 3 clusters Score -3803968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3803968.500000 Penalty: 3355.632324
	Iteration 28F: 3 clusters Score -3803968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Entering Unmasked Estep 
Score: -3334084.500000 Penalty: 1655.456543
	Iteration 0F: 2 clusters Score -3334084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3316202.250000 Penalty: 3310.913086
	Iteration 0F: 3 clusters Score -3316202 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3322679.750000 Penalty: 3310.913086
	Iteration 1F: 3 clusters Score -3322680 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3322954.250000 Penalty: 3310.913086
	Iteration 2Q: 3 clusters Score -3322954 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3323212.750000 Penalty: 3310.913086
	Iteration 3Q: 3 clusters Score -3323213 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3323401.750000 Penalty: 3310.913086
	Iteration 4Q: 3 clusters Score -3323402 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3323581.750000 Penalty: 3310.913086
	Iteration 5Q: 3 clusters Score -3323582 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3323721.750000 Penalty: 3310.913086
	Iteration 6Q: 3 clusters Score -3323722 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3323844.250000 Penalty: 3310.913086
	Iteration 7Q: 3 clusters Score -3323844 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3323976.250000 Penalty: 3310.913086
	Iteration 8Q: 3 clusters Score -3323976 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3324134.000000 Penalty: 3310.913086
	Iteration 9Q: 3 clusters Score -3324134 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3324309.500000 Penalty: 3310.913086
	Iteration 10Q: 3 clusters Score -3324310 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3324489.000000 Penalty: 3310.913086
	Iteration 11Q: 3 clusters Score -3324489 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3324701.500000 Penalty: 3310.913086
	Iteration 12Q: 3 clusters Score -3324702 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3324975.750000 Penalty: 3310.913086
	Iteration 13Q: 3 clusters Score -3324976 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3325317.750000 Penalty: 3310.913086
	Iteration 14Q: 3 clusters Score -3325318 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3325797.500000 Penalty: 3310.913086
	Iteration 15Q: 3 clusters Score -3325798 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3326501.250000 Penalty: 3310.913086
	Iteration 16Q: 3 clusters Score -3326501 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -3327469.500000 Penalty: 3310.913086
	Iteration 17Q: 3 clusters Score -3327470 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3328349.000000 Penalty: 3310.913086
	Iteration 18Q: 3 clusters Score -3328349 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3328914.000000 Penalty: 3310.913086
	Iteration 19Q: 3 clusters Score -3328914 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3329277.250000 Penalty: 3310.913086
	Iteration 20F: 3 clusters Score -3329277 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3329537.000000 Penalty: 3310.913086
	Iteration 21Q: 3 clusters Score -3329537 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -3329760.250000 Penalty: 3310.913086
	Iteration 22Q: 3 clusters Score -3329760 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3329962.000000 Penalty: 3310.913086
	Iteration 23Q: 3 clusters Score -3329962 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3330168.250000 Penalty: 3310.913086
	Iteration 24Q: 3 clusters Score -3330168 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3330345.500000 Penalty: 3310.913086
	Iteration 25Q: 3 clusters Score -3330346 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3330460.250000 Penalty: 3310.913086
	Iteration 26Q: 3 clusters Score -3330460 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3330594.000000 Penalty: 3310.913086
	Iteration 27Q: 3 clusters Score -3330594 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3330711.500000 Penalty: 3310.913086
	Iteration 28Q: 3 clusters Score -3330712 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -3330808.750000 Penalty: 3310.913086
	Iteration 29Q: 3 clusters Score -3330809 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -3330890.750000 Penalty: 3310.913086
	Iteration 30Q: 3 clusters Score -3330891 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -3330979.750000 Penalty: 3310.913086
	Iteration 31Q: 3 clusters Score -3330980 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3331058.750000 Penalty: 3310.913086
	Iteration 32Q: 3 clusters Score -3331059 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3331119.750000 Penalty: 3310.913086
	Iteration 33Q: 3 clusters Score -3331120 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3331181.500000 Penalty: 3310.913086
	Iteration 34Q: 3 clusters Score -3331182 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3331242.000000 Penalty: 3310.913086
	Iteration 35Q: 3 clusters Score -3331242 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3331285.250000 Penalty: 3310.913086
	Iteration 36Q: 3 clusters Score -3331285 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3331325.500000 Penalty: 3310.913086
	Iteration 37Q: 3 clusters Score -3331326 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3331368.500000 Penalty: 3310.913086
	Iteration 38Q: 3 clusters Score -3331368 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3331382.750000 Penalty: 3310.913086
	Iteration 39Q: 3 clusters Score -3331383 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3331413.250000 Penalty: 3310.913086
	Iteration 40F: 3 clusters Score -3331413 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3331428.250000 Penalty: 3310.913086
	Iteration 41Q: 3 clusters Score -3331428 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3331439.500000 Penalty: 3310.913086
	Iteration 42Q: 3 clusters Score -3331440 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -3331455.500000 Penalty: 3310.913086
	Iteration 43Q: 3 clusters Score -3331456 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3331470.250000 Penalty: 3310.913086
	Iteration 44Q: 3 clusters Score -3331470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3331476.250000 Penalty: 3310.913086
	Iteration 45Q: 3 clusters Score -3331476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3331494.750000 Penalty: 3310.913086
	Iteration 46Q: 3 clusters Score -3331495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3331499.250000 Penalty: 3310.913086
	Iteration 47Q: 3 clusters Score -3331499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3331497.000000 Penalty: 3310.913086
	Iteration 48Q: 3 clusters Score -3331497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3331495.250000 Penalty: 3310.913086
	Iteration 49Q: 3 clusters Score -3331495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3331499.000000 Penalty: 3310.913086
	Iteration 50Q: 3 clusters Score -3331499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -3331497.500000 Penalty: 3310.913086
	Iteration 51Q: 3 clusters Score -3331498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3331499.000000 Penalty: 3310.913086
	Iteration 52Q: 3 clusters Score -3331499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3331501.000000 Penalty: 3310.913086
	Iteration 53Q: 3 clusters Score -3331501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3331506.000000 Penalty: 3310.913086
	Iteration 54Q: 3 clusters Score -3331506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3331506.250000 Penalty: 3310.913086
	Iteration 55Q: 3 clusters Score -3331506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -3331509.000000 Penalty: 3310.913086
	Iteration 56Q: 3 clusters Score -3331509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3331513.250000 Penalty: 3310.913086
	Iteration 57Q: 3 clusters Score -3331513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3331512.000000 Penalty: 3310.913086
	Iteration 58Q: 3 clusters Score -3331512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -3331507.000000 Penalty: 3310.913086
	Iteration 59Q: 3 clusters Score -3331507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3331509.250000 Penalty: 3310.913086
	Iteration 60F: 3 clusters Score -3331509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3331514.750000 Penalty: 3310.913086
	Iteration 61Q: 3 clusters Score -3331515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3331511.000000 Penalty: 3310.913086
	Iteration 62Q: 3 clusters Score -3331511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3331512.750000 Penalty: 3310.913086
	Iteration 63Q: 3 clusters Score -3331513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3331506.750000 Penalty: 3310.913086
	Iteration 64Q: 3 clusters Score -3331507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3331512.000000 Penalty: 3310.913086
	Iteration 65Q: 3 clusters Score -3331512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3331505.750000 Penalty: 3310.913086
	Iteration 66Q: 3 clusters Score -3331506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3331504.500000 Penalty: 3310.913086
	Iteration 67Q: 3 clusters Score -3331504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3331511.250000 Penalty: 3310.913086
	Iteration 68Q: 3 clusters Score -3331511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -3331515.750000 Penalty: 3310.913086
	Iteration 69Q: 3 clusters Score -3331516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3331513.500000 Penalty: 3310.913086
	Iteration 70Q: 3 clusters Score -3331514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3331511.250000 Penalty: 3310.913086
	Iteration 71Q: 3 clusters Score -3331511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3331513.250000 Penalty: 3310.913086
	Iteration 72Q: 3 clusters Score -3331513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3331507.000000 Penalty: 3310.913086
	Iteration 73Q: 3 clusters Score -3331507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3331505.750000 Penalty: 3310.913086
	Iteration 74Q: 3 clusters Score -3331506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3331506.000000 Penalty: 3310.913086
	Iteration 75Q: 3 clusters Score -3331506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3331506.250000 Penalty: 3310.913086
	Iteration 76Q: 3 clusters Score -3331506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3331507.500000 Penalty: 3310.913086
	Iteration 77Q: 3 clusters Score -3331508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3331510.750000 Penalty: 3310.913086
	Iteration 78Q: 3 clusters Score -3331511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3331508.250000 Penalty: 3310.913086
	Iteration 79Q: 3 clusters Score -3331508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -3331511.500000 Penalty: 3310.913086
	Iteration 80F: 3 clusters Score -3331512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3331513.500000 Penalty: 3310.913086
	Iteration 81Q: 3 clusters Score -3331514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3331511.750000 Penalty: 3310.913086
	Iteration 82Q: 3 clusters Score -3331512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3331511.750000 Penalty: 3310.913086
	Iteration 83F: 3 clusters Score -3331512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -756392.937500 Penalty: 1424.488403
	Iteration 0F: 2 clusters Score -756392.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -751540.062500 Penalty: 2848.976807
	Iteration 0F: 3 clusters Score -751540.1 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -753155.937500 Penalty: 2848.976807
	Iteration 1F: 3 clusters Score -753155.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -753452.687500 Penalty: 2848.976807
	Iteration 2F: 3 clusters Score -753452.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -753672.375000 Penalty: 2848.976807
	Iteration 3F: 3 clusters Score -753672.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -753887.750000 Penalty: 2848.976807
	Iteration 4F: 3 clusters Score -753887.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -754062.000000 Penalty: 2848.976807
	Iteration 5Q: 3 clusters Score -754062 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -754251.812500 Penalty: 2848.976807
	Iteration 6Q: 3 clusters Score -754251.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -754466.312500 Penalty: 2848.976807
	Iteration 7Q: 3 clusters Score -754466.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -754630.625000 Penalty: 2848.976807
	Iteration 8Q: 3 clusters Score -754630.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -754756.125000 Penalty: 2848.976807
	Iteration 9Q: 3 clusters Score -754756.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -754859.125000 Penalty: 2848.976807
	Iteration 10Q: 3 clusters Score -754859.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -754933.125000 Penalty: 2848.976807
	Iteration 11Q: 3 clusters Score -754933.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -754978.625000 Penalty: 2848.976807
	Iteration 12Q: 3 clusters Score -754978.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -755012.312500 Penalty: 2848.976807
	Iteration 13Q: 3 clusters Score -755012.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -755035.812500 Penalty: 2848.976807
	Iteration 14Q: 3 clusters Score -755035.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -755070.625000 Penalty: 2848.976807
	Iteration 15Q: 3 clusters Score -755070.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -755097.625000 Penalty: 2848.976807
	Iteration 16Q: 3 clusters Score -755097.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -755119.125000 Penalty: 2848.976807
	Iteration 17Q: 3 clusters Score -755119.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -755132.750000 Penalty: 2848.976807
	Iteration 18Q: 3 clusters Score -755132.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -755141.625000 Penalty: 2848.976807
	Iteration 19Q: 3 clusters Score -755141.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -755150.500000 Penalty: 2848.976807
	Iteration 20F: 3 clusters Score -755150.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -755155.562500 Penalty: 2848.976807
	Iteration 21Q: 3 clusters Score -755155.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -755162.625000 Penalty: 2848.976807
	Iteration 22Q: 3 clusters Score -755162.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -755169.312500 Penalty: 2848.976807
	Iteration 23Q: 3 clusters Score -755169.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -755175.687500 Penalty: 2848.976807
	Iteration 24Q: 3 clusters Score -755175.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -755180.437500 Penalty: 2848.976807
	Iteration 25Q: 3 clusters Score -755180.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -755183.125000 Penalty: 2848.976807
	Iteration 26Q: 3 clusters Score -755183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -755184.562500 Penalty: 2848.976807
	Iteration 27Q: 3 clusters Score -755184.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -755185.625000 Penalty: 2848.976807
	Iteration 28Q: 3 clusters Score -755185.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -755186.500000 Penalty: 2848.976807
	Iteration 29Q: 3 clusters Score -755186.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -755189.250000 Penalty: 2848.976807
	Iteration 30Q: 3 clusters Score -755189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -755194.687500 Penalty: 2848.976807
	Iteration 31Q: 3 clusters Score -755194.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -755200.125000 Penalty: 2848.976807
	Iteration 32Q: 3 clusters Score -755200.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -755201.000000 Penalty: 2848.976807
	Iteration 33Q: 3 clusters Score -755201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -755203.375000 Penalty: 2848.976807
	Iteration 34Q: 3 clusters Score -755203.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -755209.375000 Penalty: 2848.976807
	Iteration 35Q: 3 clusters Score -755209.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -755211.250000 Penalty: 2848.976807
	Iteration 36Q: 3 clusters Score -755211.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -755214.937500 Penalty: 2848.976807
	Iteration 37Q: 3 clusters Score -755214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -755217.000000 Penalty: 2848.976807
	Iteration 38Q: 3 clusters Score -755217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -755218.937500 Penalty: 2848.976807
	Iteration 39Q: 3 clusters Score -755218.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -755220.312500 Penalty: 2848.976807
	Iteration 40F: 3 clusters Score -755220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -755220.875000 Penalty: 2848.976807
	Iteration 41Q: 3 clusters Score -755220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -755220.875000 Penalty: 2848.976807
	Iteration 42Q: 3 clusters Score -755220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -755220.875000 Penalty: 2848.976807
	Iteration 43F: 3 clusters Score -755220.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Entering Unmasked Estep 
Score: -4174007.000000 Penalty: 1689.561035
	Iteration 0F: 2 clusters Score -4174007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -4152008.000000 Penalty: 3379.122070
	Iteration 0F: 3 clusters Score -4152008 nChanged 15040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -4160383.500000 Penalty: 3379.122070
	Iteration 1F: 3 clusters Score -4160384 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4160716.000000 Penalty: 3379.122070
	Iteration 2Q: 3 clusters Score -4160716 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -4161009.500000 Penalty: 3379.122070
	Iteration 3Q: 3 clusters Score -4161010 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4161278.750000 Penalty: 3379.122070
	Iteration 4Q: 3 clusters Score -4161279 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -4161522.250000 Penalty: 3379.122070
	Iteration 5Q: 3 clusters Score -4161522 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4161785.500000 Penalty: 3379.122070
	Iteration 6Q: 3 clusters Score -4161786 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -4162122.250000 Penalty: 3379.122070
	Iteration 7Q: 3 clusters Score -4162122 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -4162626.500000 Penalty: 3379.122070
	Iteration 8Q: 3 clusters Score -4162626 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -4163433.250000 Penalty: 3379.122070
	Iteration 9Q: 3 clusters Score -4163433 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4164619.750000 Penalty: 3379.122070
	Iteration 10F: 3 clusters Score -4164620 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -4166198.000000 Penalty: 3379.122070
	Iteration 11F: 3 clusters Score -4166198 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -4167935.750000 Penalty: 3379.122070
	Iteration 12F: 3 clusters Score -4167936 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -4169508.500000 Penalty: 3379.122070
	Iteration 13F: 3 clusters Score -4169508 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4170675.000000 Penalty: 3379.122070
	Iteration 14Q: 3 clusters Score -4170675 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -4171378.000000 Penalty: 3379.122070
	Iteration 15Q: 3 clusters Score -4171378 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -4171780.000000 Penalty: 3379.122070
	Iteration 16Q: 3 clusters Score -4171780 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -4172051.250000 Penalty: 3379.122070
	Iteration 17Q: 3 clusters Score -4172051 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -4172248.750000 Penalty: 3379.122070
	Iteration 18Q: 3 clusters Score -4172249 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -4172362.250000 Penalty: 3379.122070
	Iteration 19Q: 3 clusters Score -4172362 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -4172420.500000 Penalty: 3379.122070
	Iteration 20F: 3 clusters Score -4172420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -4172467.250000 Penalty: 3379.122070
	Iteration 21Q: 3 clusters Score -4172467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -4172498.000000 Penalty: 3379.122070
	Iteration 22Q: 3 clusters Score -4172498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -4172510.500000 Penalty: 3379.122070
	Iteration 23Q: 3 clusters Score -4172510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -4172532.250000 Penalty: 3379.122070
	Iteration 24Q: 3 clusters Score -4172532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4172538.250000 Penalty: 3379.122070
	Iteration 25Q: 3 clusters Score -4172538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4172550.000000 Penalty: 3379.122070
	Iteration 26Q: 3 clusters Score -4172550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4172560.500000 Penalty: 3379.122070
	Iteration 27Q: 3 clusters Score -4172560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -4172562.500000 Penalty: 3379.122070
	Iteration 28Q: 3 clusters Score -4172562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -4172568.500000 Penalty: 3379.122070
	Iteration 29Q: 3 clusters Score -4172568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -4172568.500000 Penalty: 3379.122070
	Iteration 30F: 3 clusters Score -4172568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -196050.843750 Penalty: 1199.797363
	Iteration 0F: 2 clusters Score -196050.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -194219.703125 Penalty: 2399.594727
	Iteration 0F: 3 clusters Score -194219.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -194588.484375 Penalty: 2399.594727
	Iteration 1F: 3 clusters Score -194588.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -194695.859375 Penalty: 2399.594727
	Iteration 2F: 3 clusters Score -194695.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -194747.828125 Penalty: 2399.594727
	Iteration 3Q: 3 clusters Score -194747.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -194770.343750 Penalty: 2399.594727
	Iteration 4Q: 3 clusters Score -194770.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -194788.546875 Penalty: 2399.594727
	Iteration 5Q: 3 clusters Score -194788.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -194802.593750 Penalty: 2399.594727
	Iteration 6Q: 3 clusters Score -194802.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -194812.671875 Penalty: 2399.594727
	Iteration 7Q: 3 clusters Score -194812.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -194822.937500 Penalty: 2399.594727
	Iteration 8Q: 3 clusters Score -194822.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -194833.109375 Penalty: 2399.594727
	Iteration 9Q: 3 clusters Score -194833.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -194839.109375 Penalty: 2399.594727
	Iteration 10Q: 3 clusters Score -194839.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -194844.562500 Penalty: 2399.594727
	Iteration 11Q: 3 clusters Score -194844.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -194848.531250 Penalty: 2399.594727
	Iteration 12Q: 3 clusters Score -194848.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -194855.312500 Penalty: 2399.594727
	Iteration 13Q: 3 clusters Score -194855.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -194862.140625 Penalty: 2399.594727
	Iteration 14Q: 3 clusters Score -194862.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -194868.875000 Penalty: 2399.594727
	Iteration 15Q: 3 clusters Score -194868.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -194875.765625 Penalty: 2399.594727
	Iteration 16Q: 3 clusters Score -194875.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -194883.406250 Penalty: 2399.594727
	Iteration 17Q: 3 clusters Score -194883.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -194889.375000 Penalty: 2399.594727
	Iteration 18Q: 3 clusters Score -194889.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -194894.640625 Penalty: 2399.594727
	Iteration 19Q: 3 clusters Score -194894.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -194900.984375 Penalty: 2399.594727
	Iteration 20F: 3 clusters Score -194901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -194903.234375 Penalty: 2399.594727
	Iteration 21Q: 3 clusters Score -194903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -194904.671875 Penalty: 2399.594727
	Iteration 22Q: 3 clusters Score -194904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -194905.765625 Penalty: 2399.594727
	Iteration 23Q: 3 clusters Score -194905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -194907.875000 Penalty: 2399.594727
	Iteration 24Q: 3 clusters Score -194907.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -194908.562500 Penalty: 2399.594727
	Iteration 25Q: 3 clusters Score -194908.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -194908.953125 Penalty: 2399.594727
	Iteration 26Q: 3 clusters Score -194909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -194910.078125 Penalty: 2399.594727
	Iteration 27Q: 3 clusters Score -194910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -194912.453125 Penalty: 2399.594727
	Iteration 28Q: 3 clusters Score -194912.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -194913.234375 Penalty: 2399.594727
	Iteration 29Q: 3 clusters Score -194913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -194913.546875 Penalty: 2399.594727
	Iteration 30Q: 3 clusters Score -194913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -194914.109375 Penalty: 2399.594727
	Iteration 31Q: 3 clusters Score -194914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -194914.265625 Penalty: 2399.594727
	Iteration 32Q: 3 clusters Score -194914.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194916.500000 Penalty: 2399.594727
	Iteration 33Q: 3 clusters Score -194916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -194918.375000 Penalty: 2399.594727
	Iteration 34Q: 3 clusters Score -194918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194920.171875 Penalty: 2399.594727
	Iteration 35Q: 3 clusters Score -194920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -194921.828125 Penalty: 2399.594727
	Iteration 36Q: 3 clusters Score -194921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -194923.656250 Penalty: 2399.594727
	Iteration 37Q: 3 clusters Score -194923.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -194926.703125 Penalty: 2399.594727
	Iteration 38Q: 3 clusters Score -194926.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -194931.953125 Penalty: 2399.594727
	Iteration 39Q: 3 clusters Score -194932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -194939.296875 Penalty: 2399.594727
	Iteration 40F: 3 clusters Score -194939.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -194944.000000 Penalty: 2399.594727
	Iteration 41Q: 3 clusters Score -194944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -194946.218750 Penalty: 2399.594727
	Iteration 42Q: 3 clusters Score -194946.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -194948.218750 Penalty: 2399.594727
	Iteration 43Q: 3 clusters Score -194948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -194950.046875 Penalty: 2399.594727
	Iteration 44Q: 3 clusters Score -194950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -194951.515625 Penalty: 2399.594727
	Iteration 45Q: 3 clusters Score -194951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -194951.937500 Penalty: 2399.594727
	Iteration 46Q: 3 clusters Score -194951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -194952.984375 Penalty: 2399.594727
	Iteration 47Q: 3 clusters Score -194953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -194954.375000 Penalty: 2399.594727
	Iteration 48Q: 3 clusters Score -194954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -194956.062500 Penalty: 2399.594727
	Iteration 49Q: 3 clusters Score -194956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -194959.546875 Penalty: 2399.594727
	Iteration 50Q: 3 clusters Score -194959.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -194962.484375 Penalty: 2399.594727
	Iteration 51Q: 3 clusters Score -194962.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -194964.031250 Penalty: 2399.594727
	Iteration 52Q: 3 clusters Score -194964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -194965.750000 Penalty: 2399.594727
	Iteration 53Q: 3 clusters Score -194965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -194967.234375 Penalty: 2399.594727
	Iteration 54Q: 3 clusters Score -194967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -194967.875000 Penalty: 2399.594727
	Iteration 55Q: 3 clusters Score -194967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -194969.015625 Penalty: 2399.594727
	Iteration 56Q: 3 clusters Score -194969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -194969.375000 Penalty: 2399.594727
	Iteration 57Q: 3 clusters Score -194969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -194969.953125 Penalty: 2399.594727
	Iteration 58Q: 3 clusters Score -194970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -194972.140625 Penalty: 2399.594727
	Iteration 59Q: 3 clusters Score -194972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -194972.781250 Penalty: 2399.594727
	Iteration 60F: 3 clusters Score -194972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -194973.203125 Penalty: 2399.594727
	Iteration 61Q: 3 clusters Score -194973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -194973.375000 Penalty: 2399.594727
	Iteration 62Q: 3 clusters Score -194973.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -194973.375000 Penalty: 2399.594727
	Iteration 63F: 3 clusters Score -194973.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Entering Unmasked Estep 
Score: -364857.218750 Penalty: 1299.674927
	Iteration 0F: 2 clusters Score -364857.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -362142.031250 Penalty: 2599.349854
	Iteration 0F: 3 clusters Score -362142 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -362800.218750 Penalty: 2599.349854
	Iteration 1F: 3 clusters Score -362800.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -362968.562500 Penalty: 2599.349854
	Iteration 2F: 3 clusters Score -362968.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -363102.968750 Penalty: 2599.349854
	Iteration 3F: 3 clusters Score -363103 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -363243.343750 Penalty: 2599.349854
	Iteration 4F: 3 clusters Score -363243.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -363364.437500 Penalty: 2599.349854
	Iteration 5F: 3 clusters Score -363364.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -363471.875000 Penalty: 2599.349854
	Iteration 6Q: 3 clusters Score -363471.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -363604.531250 Penalty: 2599.349854
	Iteration 7Q: 3 clusters Score -363604.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -363733.625000 Penalty: 2599.349854
	Iteration 8Q: 3 clusters Score -363733.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -363833.781250 Penalty: 2599.349854
	Iteration 9Q: 3 clusters Score -363833.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -363915.468750 Penalty: 2599.349854
	Iteration 10Q: 3 clusters Score -363915.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -363972.625000 Penalty: 2599.349854
	Iteration 11Q: 3 clusters Score -363972.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -364018.500000 Penalty: 2599.349854
	Iteration 12Q: 3 clusters Score -364018.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -364049.968750 Penalty: 2599.349854
	Iteration 13Q: 3 clusters Score -364050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -364086.125000 Penalty: 2599.349854
	Iteration 14Q: 3 clusters Score -364086.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -364108.750000 Penalty: 2599.349854
	Iteration 15Q: 3 clusters Score -364108.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -364122.156250 Penalty: 2599.349854
	Iteration 16Q: 3 clusters Score -364122.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -364132.031250 Penalty: 2599.349854
	Iteration 17Q: 3 clusters Score -364132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -364141.375000 Penalty: 2599.349854
	Iteration 18Q: 3 clusters Score -364141.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -364145.781250 Penalty: 2599.349854
	Iteration 19Q: 3 clusters Score -364145.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -364154.812500 Penalty: 2599.349854
	Iteration 20F: 3 clusters Score -364154.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -364160.125000 Penalty: 2599.349854
	Iteration 21Q: 3 clusters Score -364160.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -364165.875000 Penalty: 2599.349854
	Iteration 22Q: 3 clusters Score -364165.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -364171.781250 Penalty: 2599.349854
	Iteration 23Q: 3 clusters Score -364171.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -364175.968750 Penalty: 2599.349854
	Iteration 24Q: 3 clusters Score -364176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -364176.375000 Penalty: 2599.349854
	Iteration 25Q: 3 clusters Score -364176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -364178.750000 Penalty: 2599.349854
	Iteration 26Q: 3 clusters Score -364178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -364179.156250 Penalty: 2599.349854
	Iteration 27Q: 3 clusters Score -364179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -364181.343750 Penalty: 2599.349854
	Iteration 28Q: 3 clusters Score -364181.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -364181.625000 Penalty: 2599.349854
	Iteration 29Q: 3 clusters Score -364181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -364182.343750 Penalty: 2599.349854
	Iteration 30Q: 3 clusters Score -364182.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -364183.656250 Penalty: 2599.349854
	Iteration 31Q: 3 clusters Score -364183.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -364184.062500 Penalty: 2599.349854
	Iteration 32Q: 3 clusters Score -364184.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -364183.968750 Penalty: 2599.349854
	Iteration 33Q: 3 clusters Score -364184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -364183.968750 Penalty: 2599.349854
	Iteration 34F: 3 clusters Score -364184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Entering Unmasked Estep 
Score: -1317109.875000 Penalty: 1503.318970
	Iteration 0F: 2 clusters Score -1317110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1309631.750000 Penalty: 3006.637939
	Iteration 0F: 3 clusters Score -1309632 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1312018.250000 Penalty: 3006.637939
	Iteration 1F: 3 clusters Score -1312018 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1312247.375000 Penalty: 3006.637939
	Iteration 2F: 3 clusters Score -1312247 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1312408.625000 Penalty: 3006.637939
	Iteration 3Q: 3 clusters Score -1312409 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1312538.500000 Penalty: 3006.637939
	Iteration 4Q: 3 clusters Score -1312538 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1312648.000000 Penalty: 3006.637939
	Iteration 5Q: 3 clusters Score -1312648 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1312745.750000 Penalty: 3006.637939
	Iteration 6Q: 3 clusters Score -1312746 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1312846.250000 Penalty: 3006.637939
	Iteration 7Q: 3 clusters Score -1312846 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1312936.750000 Penalty: 3006.637939
	Iteration 8Q: 3 clusters Score -1312937 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1313036.750000 Penalty: 3006.637939
	Iteration 9Q: 3 clusters Score -1313037 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1313139.000000 Penalty: 3006.637939
	Iteration 10Q: 3 clusters Score -1313139 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1313231.750000 Penalty: 3006.637939
	Iteration 11Q: 3 clusters Score -1313232 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1313329.375000 Penalty: 3006.637939
	Iteration 12Q: 3 clusters Score -1313329 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1313407.375000 Penalty: 3006.637939
	Iteration 13Q: 3 clusters Score -1313407 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1313495.750000 Penalty: 3006.637939
	Iteration 14Q: 3 clusters Score -1313496 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1313595.375000 Penalty: 3006.637939
	Iteration 15Q: 3 clusters Score -1313595 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1313712.250000 Penalty: 3006.637939
	Iteration 16Q: 3 clusters Score -1313712 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1313828.375000 Penalty: 3006.637939
	Iteration 17Q: 3 clusters Score -1313828 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1313938.125000 Penalty: 3006.637939
	Iteration 18Q: 3 clusters Score -1313938 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1314057.750000 Penalty: 3006.637939
	Iteration 19Q: 3 clusters Score -1314058 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1314188.875000 Penalty: 3006.637939
	Iteration 20F: 3 clusters Score -1314189 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1314335.000000 Penalty: 3006.637939
	Iteration 21Q: 3 clusters Score -1314335 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1314479.125000 Penalty: 3006.637939
	Iteration 22Q: 3 clusters Score -1314479 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1314633.875000 Penalty: 3006.637939
	Iteration 23Q: 3 clusters Score -1314634 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1314780.375000 Penalty: 3006.637939
	Iteration 24Q: 3 clusters Score -1314780 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1314968.375000 Penalty: 3006.637939
	Iteration 25Q: 3 clusters Score -1314968 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1315120.750000 Penalty: 3006.637939
	Iteration 26Q: 3 clusters Score -1315121 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1315251.250000 Penalty: 3006.637939
	Iteration 27Q: 3 clusters Score -1315251 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1315353.000000 Penalty: 3006.637939
	Iteration 28Q: 3 clusters Score -1315353 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1315456.125000 Penalty: 3006.637939
	Iteration 29Q: 3 clusters Score -1315456 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1315538.250000 Penalty: 3006.637939
	Iteration 30Q: 3 clusters Score -1315538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1315615.125000 Penalty: 3006.637939
	Iteration 31Q: 3 clusters Score -1315615 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1315679.750000 Penalty: 3006.637939
	Iteration 32Q: 3 clusters Score -1315680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1315718.875000 Penalty: 3006.637939
	Iteration 33Q: 3 clusters Score -1315719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1315752.875000 Penalty: 3006.637939
	Iteration 34Q: 3 clusters Score -1315753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1315778.375000 Penalty: 3006.637939
	Iteration 35Q: 3 clusters Score -1315778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1315794.500000 Penalty: 3006.637939
	Iteration 36Q: 3 clusters Score -1315794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1315806.250000 Penalty: 3006.637939
	Iteration 37Q: 3 clusters Score -1315806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1315822.625000 Penalty: 3006.637939
	Iteration 38Q: 3 clusters Score -1315823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1315835.000000 Penalty: 3006.637939
	Iteration 39Q: 3 clusters Score -1315835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1315845.250000 Penalty: 3006.637939
	Iteration 40F: 3 clusters Score -1315845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1315852.875000 Penalty: 3006.637939
	Iteration 41Q: 3 clusters Score -1315853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1315858.875000 Penalty: 3006.637939
	Iteration 42Q: 3 clusters Score -1315859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1315861.000000 Penalty: 3006.637939
	Iteration 43Q: 3 clusters Score -1315861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1315861.375000 Penalty: 3006.637939
	Iteration 44Q: 3 clusters Score -1315861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1315862.500000 Penalty: 3006.637939
	Iteration 45Q: 3 clusters Score -1315862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1315863.375000 Penalty: 3006.637939
	Iteration 46Q: 3 clusters Score -1315863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1315863.500000 Penalty: 3006.637939
	Iteration 47Q: 3 clusters Score -1315864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1315868.000000 Penalty: 3006.637939
	Iteration 48Q: 3 clusters Score -1315868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1315868.125000 Penalty: 3006.637939
	Iteration 49Q: 3 clusters Score -1315868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1315867.750000 Penalty: 3006.637939
	Iteration 50Q: 3 clusters Score -1315868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1315867.500000 Penalty: 3006.637939
	Iteration 51Q: 3 clusters Score -1315868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1315867.500000 Penalty: 3006.637939
	Iteration 52F: 3 clusters Score -1315868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Entering Unmasked Estep 
Score: -584214.812500 Penalty: 1382.640381
	Iteration 0F: 2 clusters Score -584214.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -580219.375000 Penalty: 2765.280762
	Iteration 0F: 3 clusters Score -580219.4 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -581337.625000 Penalty: 2765.280762
	Iteration 1F: 3 clusters Score -581337.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -581512.375000 Penalty: 2765.280762
	Iteration 2F: 3 clusters Score -581512.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -581637.375000 Penalty: 2765.280762
	Iteration 3F: 3 clusters Score -581637.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -581734.687500 Penalty: 2765.280762
	Iteration 4Q: 3 clusters Score -581734.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -581809.125000 Penalty: 2765.280762
	Iteration 5Q: 3 clusters Score -581809.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -581858.750000 Penalty: 2765.280762
	Iteration 6Q: 3 clusters Score -581858.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -581908.187500 Penalty: 2765.280762
	Iteration 7Q: 3 clusters Score -581908.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -581952.937500 Penalty: 2765.280762
	Iteration 8Q: 3 clusters Score -581952.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -581989.000000 Penalty: 2765.280762
	Iteration 9Q: 3 clusters Score -581989 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -582019.625000 Penalty: 2765.280762
	Iteration 10Q: 3 clusters Score -582019.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -582044.937500 Penalty: 2765.280762
	Iteration 11Q: 3 clusters Score -582044.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -582073.062500 Penalty: 2765.280762
	Iteration 12Q: 3 clusters Score -582073.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -582103.875000 Penalty: 2765.280762
	Iteration 13Q: 3 clusters Score -582103.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -582142.062500 Penalty: 2765.280762
	Iteration 14Q: 3 clusters Score -582142.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -582173.937500 Penalty: 2765.280762
	Iteration 15Q: 3 clusters Score -582173.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -582205.937500 Penalty: 2765.280762
	Iteration 16Q: 3 clusters Score -582205.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -582248.000000 Penalty: 2765.280762
	Iteration 17Q: 3 clusters Score -582248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -582286.687500 Penalty: 2765.280762
	Iteration 18Q: 3 clusters Score -582286.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -582326.812500 Penalty: 2765.280762
	Iteration 19Q: 3 clusters Score -582326.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -582365.500000 Penalty: 2765.280762
	Iteration 20F: 3 clusters Score -582365.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -582406.062500 Penalty: 2765.280762
	Iteration 21Q: 3 clusters Score -582406.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -582451.312500 Penalty: 2765.280762
	Iteration 22Q: 3 clusters Score -582451.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -582499.937500 Penalty: 2765.280762
	Iteration 23Q: 3 clusters Score -582499.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -582553.375000 Penalty: 2765.280762
	Iteration 24Q: 3 clusters Score -582553.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -582602.750000 Penalty: 2765.280762
	Iteration 25Q: 3 clusters Score -582602.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -582647.312500 Penalty: 2765.280762
	Iteration 26Q: 3 clusters Score -582647.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -582697.687500 Penalty: 2765.280762
	Iteration 27Q: 3 clusters Score -582697.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -582744.812500 Penalty: 2765.280762
	Iteration 28Q: 3 clusters Score -582744.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -582781.500000 Penalty: 2765.280762
	Iteration 29Q: 3 clusters Score -582781.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -582815.312500 Penalty: 2765.280762
	Iteration 30Q: 3 clusters Score -582815.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -582839.625000 Penalty: 2765.280762
	Iteration 31Q: 3 clusters Score -582839.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -582859.562500 Penalty: 2765.280762
	Iteration 32Q: 3 clusters Score -582859.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -582884.062500 Penalty: 2765.280762
	Iteration 33Q: 3 clusters Score -582884.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -582911.375000 Penalty: 2765.280762
	Iteration 34Q: 3 clusters Score -582911.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -582934.375000 Penalty: 2765.280762
	Iteration 35Q: 3 clusters Score -582934.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -582958.437500 Penalty: 2765.280762
	Iteration 36Q: 3 clusters Score -582958.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -582980.375000 Penalty: 2765.280762
	Iteration 37Q: 3 clusters Score -582980.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -582995.125000 Penalty: 2765.280762
	Iteration 38Q: 3 clusters Score -582995.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -583006.687500 Penalty: 2765.280762
	Iteration 39Q: 3 clusters Score -583006.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -583015.875000 Penalty: 2765.280762
	Iteration 40F: 3 clusters Score -583015.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -583020.437500 Penalty: 2765.280762
	Iteration 41Q: 3 clusters Score -583020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -583021.062500 Penalty: 2765.280762
	Iteration 42Q: 3 clusters Score -583021.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -583022.125000 Penalty: 2765.280762
	Iteration 43Q: 3 clusters Score -583022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -583025.000000 Penalty: 2765.280762
	Iteration 44Q: 3 clusters Score -583025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -583030.750000 Penalty: 2765.280762
	Iteration 45Q: 3 clusters Score -583030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -583031.375000 Penalty: 2765.280762
	Iteration 46Q: 3 clusters Score -583031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -583033.875000 Penalty: 2765.280762
	Iteration 47Q: 3 clusters Score -583033.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -583034.375000 Penalty: 2765.280762
	Iteration 48Q: 3 clusters Score -583034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -583035.937500 Penalty: 2765.280762
	Iteration 49Q: 3 clusters Score -583035.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -583035.937500 Penalty: 2765.280762
	Iteration 50F: 3 clusters Score -583035.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Entering Unmasked Estep 
Score: -391085.125000 Penalty: 1309.991699
	Iteration 0F: 2 clusters Score -391085.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -388261.593750 Penalty: 2619.983398
	Iteration 0F: 3 clusters Score -388261.6 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -388924.500000 Penalty: 2619.983398
	Iteration 1F: 3 clusters Score -388924.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -389072.062500 Penalty: 2619.983398
	Iteration 2F: 3 clusters Score -389072.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -389155.093750 Penalty: 2619.983398
	Iteration 3F: 3 clusters Score -389155.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -389229.875000 Penalty: 2619.983398
	Iteration 4Q: 3 clusters Score -389229.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -389289.781250 Penalty: 2619.983398
	Iteration 5Q: 3 clusters Score -389289.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -389342.468750 Penalty: 2619.983398
	Iteration 6Q: 3 clusters Score -389342.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -389402.437500 Penalty: 2619.983398
	Iteration 7Q: 3 clusters Score -389402.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -389454.500000 Penalty: 2619.983398
	Iteration 8Q: 3 clusters Score -389454.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -389501.687500 Penalty: 2619.983398
	Iteration 9Q: 3 clusters Score -389501.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -389536.125000 Penalty: 2619.983398
	Iteration 10Q: 3 clusters Score -389536.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -389567.250000 Penalty: 2619.983398
	Iteration 11Q: 3 clusters Score -389567.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -389596.625000 Penalty: 2619.983398
	Iteration 12Q: 3 clusters Score -389596.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -389625.406250 Penalty: 2619.983398
	Iteration 13Q: 3 clusters Score -389625.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -389651.781250 Penalty: 2619.983398
	Iteration 14Q: 3 clusters Score -389651.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -389679.937500 Penalty: 2619.983398
	Iteration 15Q: 3 clusters Score -389679.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -389713.000000 Penalty: 2619.983398
	Iteration 16Q: 3 clusters Score -389713 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -389745.312500 Penalty: 2619.983398
	Iteration 17Q: 3 clusters Score -389745.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -389769.343750 Penalty: 2619.983398
	Iteration 18Q: 3 clusters Score -389769.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -389794.468750 Penalty: 2619.983398
	Iteration 19Q: 3 clusters Score -389794.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -389824.687500 Penalty: 2619.983398
	Iteration 20F: 3 clusters Score -389824.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -389858.937500 Penalty: 2619.983398
	Iteration 21Q: 3 clusters Score -389858.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -389886.312500 Penalty: 2619.983398
	Iteration 22Q: 3 clusters Score -389886.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -389902.937500 Penalty: 2619.983398
	Iteration 23Q: 3 clusters Score -389902.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -389920.750000 Penalty: 2619.983398
	Iteration 24Q: 3 clusters Score -389920.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -389935.375000 Penalty: 2619.983398
	Iteration 25Q: 3 clusters Score -389935.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -389944.812500 Penalty: 2619.983398
	Iteration 26Q: 3 clusters Score -389944.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -389954.750000 Penalty: 2619.983398
	Iteration 27Q: 3 clusters Score -389954.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -389965.656250 Penalty: 2619.983398
	Iteration 28Q: 3 clusters Score -389965.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -389974.500000 Penalty: 2619.983398
	Iteration 29Q: 3 clusters Score -389974.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -389980.593750 Penalty: 2619.983398
	Iteration 30Q: 3 clusters Score -389980.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -389986.062500 Penalty: 2619.983398
	Iteration 31Q: 3 clusters Score -389986.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -389992.312500 Penalty: 2619.983398
	Iteration 32Q: 3 clusters Score -389992.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -389997.843750 Penalty: 2619.983398
	Iteration 33Q: 3 clusters Score -389997.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -390003.968750 Penalty: 2619.983398
	Iteration 34Q: 3 clusters Score -390004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -390014.062500 Penalty: 2619.983398
	Iteration 35Q: 3 clusters Score -390014.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -390023.750000 Penalty: 2619.983398
	Iteration 36Q: 3 clusters Score -390023.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -390035.812500 Penalty: 2619.983398
	Iteration 37Q: 3 clusters Score -390035.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -390055.031250 Penalty: 2619.983398
	Iteration 38Q: 3 clusters Score -390055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -390076.843750 Penalty: 2619.983398
	Iteration 39Q: 3 clusters Score -390076.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -390096.625000 Penalty: 2619.983398
	Iteration 40F: 3 clusters Score -390096.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -390107.531250 Penalty: 2619.983398
	Iteration 41Q: 3 clusters Score -390107.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -390113.250000 Penalty: 2619.983398
	Iteration 42Q: 3 clusters Score -390113.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -390116.843750 Penalty: 2619.983398
	Iteration 43Q: 3 clusters Score -390116.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -390118.875000 Penalty: 2619.983398
	Iteration 44Q: 3 clusters Score -390118.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -390119.437500 Penalty: 2619.983398
	Iteration 45Q: 3 clusters Score -390119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -390120.625000 Penalty: 2619.983398
	Iteration 46Q: 3 clusters Score -390120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -390120.343750 Penalty: 2619.983398
	Iteration 47Q: 3 clusters Score -390120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -390120.562500 Penalty: 2619.983398
	Iteration 48Q: 3 clusters Score -390120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -390122.031250 Penalty: 2619.983398
	Iteration 49Q: 3 clusters Score -390122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -390122.718750 Penalty: 2619.983398
	Iteration 50Q: 3 clusters Score -390122.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -390122.718750 Penalty: 2619.983398
	Iteration 51F: 3 clusters Score -390122.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -425748.593750 Penalty: 1327.425049
	Iteration 0F: 2 clusters Score -425748.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -422728.093750 Penalty: 2654.850098
	Iteration 0F: 3 clusters Score -422728.1 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -423522.875000 Penalty: 2654.850098
	Iteration 1F: 3 clusters Score -423522.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -423693.718750 Penalty: 2654.850098
	Iteration 2F: 3 clusters Score -423693.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -423787.281250 Penalty: 2654.850098
	Iteration 3F: 3 clusters Score -423787.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -423860.218750 Penalty: 2654.850098
	Iteration 4Q: 3 clusters Score -423860.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -423937.187500 Penalty: 2654.850098
	Iteration 5Q: 3 clusters Score -423937.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -424014.437500 Penalty: 2654.850098
	Iteration 6Q: 3 clusters Score -424014.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -424087.875000 Penalty: 2654.850098
	Iteration 7Q: 3 clusters Score -424087.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -424144.531250 Penalty: 2654.850098
	Iteration 8Q: 3 clusters Score -424144.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -424194.500000 Penalty: 2654.850098
	Iteration 9Q: 3 clusters Score -424194.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -424231.312500 Penalty: 2654.850098
	Iteration 10Q: 3 clusters Score -424231.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -424264.343750 Penalty: 2654.850098
	Iteration 11Q: 3 clusters Score -424264.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -424291.812500 Penalty: 2654.850098
	Iteration 12Q: 3 clusters Score -424291.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -424322.875000 Penalty: 2654.850098
	Iteration 13Q: 3 clusters Score -424322.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -424343.062500 Penalty: 2654.850098
	Iteration 14Q: 3 clusters Score -424343.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -424364.218750 Penalty: 2654.850098
	Iteration 15Q: 3 clusters Score -424364.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -424386.375000 Penalty: 2654.850098
	Iteration 16Q: 3 clusters Score -424386.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -424403.937500 Penalty: 2654.850098
	Iteration 17Q: 3 clusters Score -424403.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -424414.812500 Penalty: 2654.850098
	Iteration 18Q: 3 clusters Score -424414.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -424423.500000 Penalty: 2654.850098
	Iteration 19Q: 3 clusters Score -424423.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -424429.468750 Penalty: 2654.850098
	Iteration 20F: 3 clusters Score -424429.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -424434.687500 Penalty: 2654.850098
	Iteration 21Q: 3 clusters Score -424434.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -424439.031250 Penalty: 2654.850098
	Iteration 22Q: 3 clusters Score -424439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -424442.656250 Penalty: 2654.850098
	Iteration 23Q: 3 clusters Score -424442.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -424446.375000 Penalty: 2654.850098
	Iteration 24Q: 3 clusters Score -424446.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -424452.812500 Penalty: 2654.850098
	Iteration 25Q: 3 clusters Score -424452.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -424459.187500 Penalty: 2654.850098
	Iteration 26Q: 3 clusters Score -424459.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -424463.187500 Penalty: 2654.850098
	Iteration 27Q: 3 clusters Score -424463.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -424469.656250 Penalty: 2654.850098
	Iteration 28Q: 3 clusters Score -424469.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -424472.500000 Penalty: 2654.850098
	Iteration 29Q: 3 clusters Score -424472.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -424476.250000 Penalty: 2654.850098
	Iteration 30Q: 3 clusters Score -424476.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -424480.468750 Penalty: 2654.850098
	Iteration 31Q: 3 clusters Score -424480.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -424485.812500 Penalty: 2654.850098
	Iteration 32Q: 3 clusters Score -424485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -424487.656250 Penalty: 2654.850098
	Iteration 33Q: 3 clusters Score -424487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -424488.875000 Penalty: 2654.850098
	Iteration 34Q: 3 clusters Score -424488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -424488.937500 Penalty: 2654.850098
	Iteration 35Q: 3 clusters Score -424488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -424490.281250 Penalty: 2654.850098
	Iteration 36Q: 3 clusters Score -424490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -424491.312500 Penalty: 2654.850098
	Iteration 37Q: 3 clusters Score -424491.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -424494.031250 Penalty: 2654.850098
	Iteration 38Q: 3 clusters Score -424494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -424495.500000 Penalty: 2654.850098
	Iteration 39Q: 3 clusters Score -424495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -424497.406250 Penalty: 2654.850098
	Iteration 40F: 3 clusters Score -424497.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -424499.906250 Penalty: 2654.850098
	Iteration 41Q: 3 clusters Score -424499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -424501.875000 Penalty: 2654.850098
	Iteration 42Q: 3 clusters Score -424501.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -424502.906250 Penalty: 2654.850098
	Iteration 43Q: 3 clusters Score -424502.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -424505.750000 Penalty: 2654.850098
	Iteration 44Q: 3 clusters Score -424505.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -424508.343750 Penalty: 2654.850098
	Iteration 45Q: 3 clusters Score -424508.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -424509.031250 Penalty: 2654.850098
	Iteration 46Q: 3 clusters Score -424509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -424509.593750 Penalty: 2654.850098
	Iteration 47Q: 3 clusters Score -424509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -424509.593750 Penalty: 2654.850098
	Iteration 48F: 3 clusters Score -424509.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Entering Unmasked Estep 
Score: -1408654.375000 Penalty: 1517.501343
	Iteration 0F: 2 clusters Score -1408654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1400606.125000 Penalty: 3035.002686
	Iteration 0F: 3 clusters Score -1400606 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1403402.875000 Penalty: 3035.002686
	Iteration 1F: 3 clusters Score -1403403 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1403808.750000 Penalty: 3035.002686
	Iteration 2F: 3 clusters Score -1403809 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1404261.625000 Penalty: 3035.002686
	Iteration 3F: 3 clusters Score -1404262 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1404819.000000 Penalty: 3035.002686
	Iteration 4F: 3 clusters Score -1404819 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1405523.250000 Penalty: 3035.002686
	Iteration 5F: 3 clusters Score -1405523 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1406193.125000 Penalty: 3035.002686
	Iteration 6F: 3 clusters Score -1406193 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1406719.750000 Penalty: 3035.002686
	Iteration 7F: 3 clusters Score -1406720 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1407010.375000 Penalty: 3035.002686
	Iteration 8Q: 3 clusters Score -1407010 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1407183.375000 Penalty: 3035.002686
	Iteration 9Q: 3 clusters Score -1407183 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1407306.250000 Penalty: 3035.002686
	Iteration 10Q: 3 clusters Score -1407306 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1407419.750000 Penalty: 3035.002686
	Iteration 11Q: 3 clusters Score -1407420 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1407520.000000 Penalty: 3035.002686
	Iteration 12Q: 3 clusters Score -1407520 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1407585.500000 Penalty: 3035.002686
	Iteration 13Q: 3 clusters Score -1407586 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1407631.625000 Penalty: 3035.002686
	Iteration 14Q: 3 clusters Score -1407632 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1407660.625000 Penalty: 3035.002686
	Iteration 15Q: 3 clusters Score -1407661 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1407676.125000 Penalty: 3035.002686
	Iteration 16Q: 3 clusters Score -1407676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1407681.375000 Penalty: 3035.002686
	Iteration 17Q: 3 clusters Score -1407681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1407686.500000 Penalty: 3035.002686
	Iteration 18Q: 3 clusters Score -1407686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1407684.625000 Penalty: 3035.002686
	Iteration 19Q: 3 clusters Score -1407685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1407686.750000 Penalty: 3035.002686
	Iteration 20F: 3 clusters Score -1407687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1407688.375000 Penalty: 3035.002686
	Iteration 21Q: 3 clusters Score -1407688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1407690.625000 Penalty: 3035.002686
	Iteration 22Q: 3 clusters Score -1407691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1407688.750000 Penalty: 3035.002686
	Iteration 23Q: 3 clusters Score -1407689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1407690.375000 Penalty: 3035.002686
	Iteration 24Q: 3 clusters Score -1407690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1407690.000000 Penalty: 3035.002686
	Iteration 25Q: 3 clusters Score -1407690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1407689.000000 Penalty: 3035.002686
	Iteration 26Q: 3 clusters Score -1407689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1407688.875000 Penalty: 3035.002686
	Iteration 27Q: 3 clusters Score -1407689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1407688.875000 Penalty: 3035.002686
	Iteration 28F: 3 clusters Score -1407689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -504304.656250 Penalty: 1350.682129
	Iteration 0F: 2 clusters Score -504304.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -500925.625000 Penalty: 2701.364258
	Iteration 0F: 3 clusters Score -500925.6 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -501730.312500 Penalty: 2701.364258
	Iteration 1F: 3 clusters Score -501730.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -501857.468750 Penalty: 2701.364258
	Iteration 2F: 3 clusters Score -501857.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -501941.625000 Penalty: 2701.364258
	Iteration 3Q: 3 clusters Score -501941.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -502013.437500 Penalty: 2701.364258
	Iteration 4Q: 3 clusters Score -502013.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -502061.937500 Penalty: 2701.364258
	Iteration 5Q: 3 clusters Score -502061.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -502104.562500 Penalty: 2701.364258
	Iteration 6Q: 3 clusters Score -502104.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -502149.906250 Penalty: 2701.364258
	Iteration 7Q: 3 clusters Score -502149.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -502191.250000 Penalty: 2701.364258
	Iteration 8Q: 3 clusters Score -502191.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -502235.843750 Penalty: 2701.364258
	Iteration 9Q: 3 clusters Score -502235.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -502284.218750 Penalty: 2701.364258
	Iteration 10Q: 3 clusters Score -502284.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -502346.218750 Penalty: 2701.364258
	Iteration 11Q: 3 clusters Score -502346.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -502418.062500 Penalty: 2701.364258
	Iteration 12Q: 3 clusters Score -502418.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -502487.250000 Penalty: 2701.364258
	Iteration 13Q: 3 clusters Score -502487.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -502545.062500 Penalty: 2701.364258
	Iteration 14Q: 3 clusters Score -502545.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -502610.218750 Penalty: 2701.364258
	Iteration 15Q: 3 clusters Score -502610.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -502662.031250 Penalty: 2701.364258
	Iteration 16Q: 3 clusters Score -502662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -502707.531250 Penalty: 2701.364258
	Iteration 17Q: 3 clusters Score -502707.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -502760.093750 Penalty: 2701.364258
	Iteration 18Q: 3 clusters Score -502760.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -502829.843750 Penalty: 2701.364258
	Iteration 19Q: 3 clusters Score -502829.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -502895.625000 Penalty: 2701.364258
	Iteration 20F: 3 clusters Score -502895.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -502943.750000 Penalty: 2701.364258
	Iteration 21Q: 3 clusters Score -502943.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -502996.406250 Penalty: 2701.364258
	Iteration 22Q: 3 clusters Score -502996.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -503037.343750 Penalty: 2701.364258
	Iteration 23Q: 3 clusters Score -503037.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -503065.906250 Penalty: 2701.364258
	Iteration 24Q: 3 clusters Score -503065.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -503094.281250 Penalty: 2701.364258
	Iteration 25Q: 3 clusters Score -503094.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -503114.781250 Penalty: 2701.364258
	Iteration 26Q: 3 clusters Score -503114.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -503131.750000 Penalty: 2701.364258
	Iteration 27Q: 3 clusters Score -503131.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -503147.312500 Penalty: 2701.364258
	Iteration 28Q: 3 clusters Score -503147.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -503156.875000 Penalty: 2701.364258
	Iteration 29Q: 3 clusters Score -503156.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -503162.593750 Penalty: 2701.364258
	Iteration 30Q: 3 clusters Score -503162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -503166.750000 Penalty: 2701.364258
	Iteration 31Q: 3 clusters Score -503166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -503171.156250 Penalty: 2701.364258
	Iteration 32Q: 3 clusters Score -503171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -503173.062500 Penalty: 2701.364258
	Iteration 33Q: 3 clusters Score -503173.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -503173.062500 Penalty: 2701.364258
	Iteration 34F: 3 clusters Score -503173.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Entering Unmasked Estep 
Score: -2657939.750000 Penalty: 1620.250610
	Iteration 0F: 2 clusters Score -2657940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2643385.750000 Penalty: 3240.501221
	Iteration 0F: 3 clusters Score -2643386 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2648814.750000 Penalty: 3240.501221
	Iteration 1F: 3 clusters Score -2648815 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2649415.250000 Penalty: 3240.501221
	Iteration 2F: 3 clusters Score -2649415 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2650218.750000 Penalty: 3240.501221
	Iteration 3F: 3 clusters Score -2650219 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2651326.000000 Penalty: 3240.501221
	Iteration 4F: 3 clusters Score -2651326 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2652754.750000 Penalty: 3240.501221
	Iteration 5F: 3 clusters Score -2652755 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2654195.000000 Penalty: 3240.501221
	Iteration 6F: 3 clusters Score -2654195 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2655246.250000 Penalty: 3240.501221
	Iteration 7F: 3 clusters Score -2655246 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2655881.250000 Penalty: 3240.501221
	Iteration 8Q: 3 clusters Score -2655881 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2656228.750000 Penalty: 3240.501221
	Iteration 9Q: 3 clusters Score -2656229 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2656390.750000 Penalty: 3240.501221
	Iteration 10Q: 3 clusters Score -2656391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2656467.000000 Penalty: 3240.501221
	Iteration 11Q: 3 clusters Score -2656467 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2656498.250000 Penalty: 3240.501221
	Iteration 12Q: 3 clusters Score -2656498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2656524.250000 Penalty: 3240.501221
	Iteration 13Q: 3 clusters Score -2656524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2656542.000000 Penalty: 3240.501221
	Iteration 14Q: 3 clusters Score -2656542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2656554.750000 Penalty: 3240.501221
	Iteration 15Q: 3 clusters Score -2656555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2656569.250000 Penalty: 3240.501221
	Iteration 16Q: 3 clusters Score -2656569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2656569.000000 Penalty: 3240.501221
	Iteration 17Q: 3 clusters Score -2656569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2656577.500000 Penalty: 3240.501221
	Iteration 18Q: 3 clusters Score -2656578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2656578.250000 Penalty: 3240.501221
	Iteration 19Q: 3 clusters Score -2656578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2656580.000000 Penalty: 3240.501221
	Iteration 20F: 3 clusters Score -2656580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2656586.500000 Penalty: 3240.501221
	Iteration 21Q: 3 clusters Score -2656586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2656587.250000 Penalty: 3240.501221
	Iteration 22Q: 3 clusters Score -2656587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2656592.000000 Penalty: 3240.501221
	Iteration 23Q: 3 clusters Score -2656592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2656596.000000 Penalty: 3240.501221
	Iteration 24Q: 3 clusters Score -2656596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2656599.000000 Penalty: 3240.501221
	Iteration 25Q: 3 clusters Score -2656599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2656604.750000 Penalty: 3240.501221
	Iteration 26Q: 3 clusters Score -2656605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2656604.750000 Penalty: 3240.501221
	Iteration 27Q: 3 clusters Score -2656605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2656604.250000 Penalty: 3240.501221
	Iteration 28Q: 3 clusters Score -2656604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2656606.750000 Penalty: 3240.501221
	Iteration 29Q: 3 clusters Score -2656607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2656608.000000 Penalty: 3240.501221
	Iteration 30Q: 3 clusters Score -2656608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2656610.750000 Penalty: 3240.501221
	Iteration 31Q: 3 clusters Score -2656611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2656614.000000 Penalty: 3240.501221
	Iteration 32Q: 3 clusters Score -2656614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2656614.000000 Penalty: 3240.501221
	Iteration 33F: 3 clusters Score -2656614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (75060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Entering Unmasked Estep 
Score: -9349318.000000 Penalty: 1824.231934
	Iteration 0F: 2 clusters Score -9349318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -9302029.000000 Penalty: 3648.463867
	Iteration 0F: 3 clusters Score -9302029 nChanged 35681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -9322656.000000 Penalty: 3648.463867
	Iteration 1F: 3 clusters Score -9322656 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -9323297.000000 Penalty: 3648.463867
	Iteration 2Q: 3 clusters Score -9323297 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -9324223.000000 Penalty: 3648.463867
	Iteration 3Q: 3 clusters Score -9324223 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -9325710.000000 Penalty: 3648.463867
	Iteration 4Q: 3 clusters Score -9325710 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -9328231.000000 Penalty: 3648.463867
	Iteration 5F: 3 clusters Score -9328231 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -9332075.000000 Penalty: 3648.463867
	Iteration 6F: 3 clusters Score -9332075 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -9336865.000000 Penalty: 3648.463867
	Iteration 7F: 3 clusters Score -9336865 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -9341735.000000 Penalty: 3648.463867
	Iteration 8F: 3 clusters Score -9341735 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71248 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -9345253.000000 Penalty: 3648.463867
	Iteration 9F: 3 clusters Score -9345253 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -9346931.000000 Penalty: 3648.463867
	Iteration 10Q: 3 clusters Score -9346931 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9347602.000000 Penalty: 3648.463867
	Iteration 11Q: 3 clusters Score -9347602 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9347843.000000 Penalty: 3648.463867
	Iteration 12Q: 3 clusters Score -9347843 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9347905.000000 Penalty: 3648.463867
	Iteration 13Q: 3 clusters Score -9347905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9347911.000000 Penalty: 3648.463867
	Iteration 14Q: 3 clusters Score -9347911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9347918.000000 Penalty: 3648.463867
	Iteration 15Q: 3 clusters Score -9347918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9347913.000000 Penalty: 3648.463867
	Iteration 16Q: 3 clusters Score -9347913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74730 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9347927.000000 Penalty: 3648.463867
	Iteration 17Q: 3 clusters Score -9347927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9347945.000000 Penalty: 3648.463867
	Iteration 18Q: 3 clusters Score -9347945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74744 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9347955.000000 Penalty: 3648.463867
	Iteration 19Q: 3 clusters Score -9347955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9347958.000000 Penalty: 3648.463867
	Iteration 20F: 3 clusters Score -9347958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74759 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9347958.000000 Penalty: 3648.463867
	Iteration 21Q: 3 clusters Score -9347958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9347959.000000 Penalty: 3648.463867
	Iteration 22Q: 3 clusters Score -9347959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9347960.000000 Penalty: 3648.463867
	Iteration 23Q: 3 clusters Score -9347960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9347960.000000 Penalty: 3648.463867
	Iteration 24F: 3 clusters Score -9347960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -37048.128906 Penalty: 966.555725
	Iteration 0F: 2 clusters Score -37048.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36195.437500 Penalty: 1933.111450
	Iteration 0F: 3 clusters Score -36195.44 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36325.675781 Penalty: 1933.111450
	Iteration 1F: 3 clusters Score -36325.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36369.250000 Penalty: 1933.111450
	Iteration 2F: 3 clusters Score -36369.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36408.269531 Penalty: 1933.111450
	Iteration 3Q: 3 clusters Score -36408.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36513.511719 Penalty: 1933.111450
	Iteration 4F: 3 clusters Score -36513.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36595.398438 Penalty: 1933.111450
	Iteration 5F: 3 clusters Score -36595.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -36635.484375 Penalty: 1933.111450
	Iteration 6Q: 3 clusters Score -36635.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -36651.984375 Penalty: 1933.111450
	Iteration 7Q: 3 clusters Score -36651.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -36658.941406 Penalty: 1933.111450
	Iteration 8Q: 3 clusters Score -36658.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -36660.210938 Penalty: 1933.111450
	Iteration 9Q: 3 clusters Score -36660.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36662.722656 Penalty: 1933.111450
	Iteration 10Q: 3 clusters Score -36662.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36662.722656 Penalty: 1933.111450
	Iteration 11F: 3 clusters Score -36662.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -15554.811523 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -15554.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15125.162109 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -15125.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15258.892578 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -15258.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15281.035156 Penalty: 1689.511475
	Iteration 2Q: 3 clusters Score -15281.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15310.929688 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -15310.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15316.231445 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -15316.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -15322.725586 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -15322.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -15336.893555 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -15336.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15345.307617 Penalty: 1689.511475
	Iteration 7Q: 3 clusters Score -15345.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -15349.320312 Penalty: 1689.511475
	Iteration 8Q: 3 clusters Score -15349.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -15352.634766 Penalty: 1689.511475
	Iteration 9Q: 3 clusters Score -15352.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -15354.303711 Penalty: 1689.511475
	Iteration 10Q: 3 clusters Score -15354.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -15354.303711 Penalty: 1689.511475
	Iteration 11F: 3 clusters Score -15354.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Entering Unmasked Estep 
Score: -781486.812500 Penalty: 1424.615112
	Iteration 0F: 2 clusters Score -781486.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -776599.750000 Penalty: 2849.230225
	Iteration 0F: 3 clusters Score -776599.8 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -777972.750000 Penalty: 2849.230225
	Iteration 1F: 3 clusters Score -777972.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -778175.312500 Penalty: 2849.230225
	Iteration 2F: 3 clusters Score -778175.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -778328.937500 Penalty: 2849.230225
	Iteration 3F: 3 clusters Score -778328.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -778440.062500 Penalty: 2849.230225
	Iteration 4Q: 3 clusters Score -778440.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -778524.687500 Penalty: 2849.230225
	Iteration 5Q: 3 clusters Score -778524.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -778597.375000 Penalty: 2849.230225
	Iteration 6Q: 3 clusters Score -778597.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -778694.750000 Penalty: 2849.230225
	Iteration 7Q: 3 clusters Score -778694.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -778808.625000 Penalty: 2849.230225
	Iteration 8Q: 3 clusters Score -778808.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -778948.250000 Penalty: 2849.230225
	Iteration 9Q: 3 clusters Score -778948.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -779115.375000 Penalty: 2849.230225
	Iteration 10Q: 3 clusters Score -779115.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -779285.625000 Penalty: 2849.230225
	Iteration 11Q: 3 clusters Score -779285.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -779435.562500 Penalty: 2849.230225
	Iteration 12Q: 3 clusters Score -779435.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -779575.625000 Penalty: 2849.230225
	Iteration 13Q: 3 clusters Score -779575.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -779686.437500 Penalty: 2849.230225
	Iteration 14Q: 3 clusters Score -779686.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -779774.937500 Penalty: 2849.230225
	Iteration 15Q: 3 clusters Score -779774.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -779852.750000 Penalty: 2849.230225
	Iteration 16Q: 3 clusters Score -779852.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -779919.750000 Penalty: 2849.230225
	Iteration 17Q: 3 clusters Score -779919.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -779977.562500 Penalty: 2849.230225
	Iteration 18Q: 3 clusters Score -779977.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -780016.812500 Penalty: 2849.230225
	Iteration 19Q: 3 clusters Score -780016.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -780042.562500 Penalty: 2849.230225
	Iteration 20F: 3 clusters Score -780042.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -780067.562500 Penalty: 2849.230225
	Iteration 21Q: 3 clusters Score -780067.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -780088.937500 Penalty: 2849.230225
	Iteration 22Q: 3 clusters Score -780088.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -780103.187500 Penalty: 2849.230225
	Iteration 23Q: 3 clusters Score -780103.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -780113.250000 Penalty: 2849.230225
	Iteration 24Q: 3 clusters Score -780113.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -780122.812500 Penalty: 2849.230225
	Iteration 25Q: 3 clusters Score -780122.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -780135.125000 Penalty: 2849.230225
	Iteration 26Q: 3 clusters Score -780135.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -780144.562500 Penalty: 2849.230225
	Iteration 27Q: 3 clusters Score -780144.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -780155.312500 Penalty: 2849.230225
	Iteration 28Q: 3 clusters Score -780155.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -780159.000000 Penalty: 2849.230225
	Iteration 29Q: 3 clusters Score -780159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -780165.937500 Penalty: 2849.230225
	Iteration 30Q: 3 clusters Score -780165.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -780169.062500 Penalty: 2849.230225
	Iteration 31Q: 3 clusters Score -780169.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -780174.125000 Penalty: 2849.230225
	Iteration 32Q: 3 clusters Score -780174.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -780182.625000 Penalty: 2849.230225
	Iteration 33Q: 3 clusters Score -780182.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -780190.812500 Penalty: 2849.230225
	Iteration 34Q: 3 clusters Score -780190.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -780202.875000 Penalty: 2849.230225
	Iteration 35Q: 3 clusters Score -780202.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -780215.187500 Penalty: 2849.230225
	Iteration 36Q: 3 clusters Score -780215.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -780221.687500 Penalty: 2849.230225
	Iteration 37Q: 3 clusters Score -780221.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -780229.375000 Penalty: 2849.230225
	Iteration 38Q: 3 clusters Score -780229.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -780236.437500 Penalty: 2849.230225
	Iteration 39Q: 3 clusters Score -780236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -780238.125000 Penalty: 2849.230225
	Iteration 40F: 3 clusters Score -780238.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -780240.000000 Penalty: 2849.230225
	Iteration 41Q: 3 clusters Score -780240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -780240.437500 Penalty: 2849.230225
	Iteration 42Q: 3 clusters Score -780240.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -780240.437500 Penalty: 2849.230225
	Iteration 43F: 3 clusters Score -780240.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (58187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Entering Unmasked Estep 
Score: -7244334.000000 Penalty: 1782.855347
	Iteration 0F: 2 clusters Score -7244334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -7205684.000000 Penalty: 3565.710693
	Iteration 0F: 3 clusters Score -7205684 nChanged 27343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -7221095.500000 Penalty: 3565.710693
	Iteration 1F: 3 clusters Score -7221096 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -7221689.500000 Penalty: 3565.710693
	Iteration 2Q: 3 clusters Score -7221690 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -7222547.000000 Penalty: 3565.710693
	Iteration 3Q: 3 clusters Score -7222547 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -7224111.000000 Penalty: 3565.710693
	Iteration 4F: 3 clusters Score -7224111 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -7226941.000000 Penalty: 3565.710693
	Iteration 5F: 3 clusters Score -7226941 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -7231616.000000 Penalty: 3565.710693
	Iteration 6F: 3 clusters Score -7231616 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -7236932.500000 Penalty: 3565.710693
	Iteration 7F: 3 clusters Score -7236932 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7240636.000000 Penalty: 3565.710693
	Iteration 8F: 3 clusters Score -7240636 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7242156.000000 Penalty: 3565.710693
	Iteration 9Q: 3 clusters Score -7242156 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7242661.000000 Penalty: 3565.710693
	Iteration 10Q: 3 clusters Score -7242661 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7242865.500000 Penalty: 3565.710693
	Iteration 11Q: 3 clusters Score -7242866 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7243008.500000 Penalty: 3565.710693
	Iteration 12Q: 3 clusters Score -7243008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7243102.000000 Penalty: 3565.710693
	Iteration 13Q: 3 clusters Score -7243102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7243194.000000 Penalty: 3565.710693
	Iteration 14Q: 3 clusters Score -7243194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7243231.000000 Penalty: 3565.710693
	Iteration 15Q: 3 clusters Score -7243231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7243259.500000 Penalty: 3565.710693
	Iteration 16Q: 3 clusters Score -7243260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7243270.500000 Penalty: 3565.710693
	Iteration 17Q: 3 clusters Score -7243270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7243271.500000 Penalty: 3565.710693
	Iteration 18Q: 3 clusters Score -7243272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7243287.500000 Penalty: 3565.710693
	Iteration 19Q: 3 clusters Score -7243288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7243302.500000 Penalty: 3565.710693
	Iteration 20F: 3 clusters Score -7243302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7243315.500000 Penalty: 3565.710693
	Iteration 21Q: 3 clusters Score -7243316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7243319.500000 Penalty: 3565.710693
	Iteration 22Q: 3 clusters Score -7243320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7243326.500000 Penalty: 3565.710693
	Iteration 23Q: 3 clusters Score -7243326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7243330.500000 Penalty: 3565.710693
	Iteration 24Q: 3 clusters Score -7243330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7243327.500000 Penalty: 3565.710693
	Iteration 25Q: 3 clusters Score -7243328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7243335.000000 Penalty: 3565.710693
	Iteration 26Q: 3 clusters Score -7243335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7243340.000000 Penalty: 3565.710693
	Iteration 27Q: 3 clusters Score -7243340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7243340.000000 Penalty: 3565.710693
	Iteration 28Q: 3 clusters Score -7243340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7243340.000000 Penalty: 3565.710693
	Iteration 29F: 3 clusters Score -7243340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Entering Unmasked Estep 
Score: -1678081.250000 Penalty: 1551.542603
	Iteration 0F: 2 clusters Score -1678081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1668182.000000 Penalty: 3103.085205
	Iteration 0F: 3 clusters Score -1668182 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1671608.250000 Penalty: 3103.085205
	Iteration 1F: 3 clusters Score -1671608 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1671949.500000 Penalty: 3103.085205
	Iteration 2F: 3 clusters Score -1671950 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1672232.875000 Penalty: 3103.085205
	Iteration 3Q: 3 clusters Score -1672233 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1672533.000000 Penalty: 3103.085205
	Iteration 4Q: 3 clusters Score -1672533 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1672893.750000 Penalty: 3103.085205
	Iteration 5F: 3 clusters Score -1672894 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1673299.500000 Penalty: 3103.085205
	Iteration 6F: 3 clusters Score -1673300 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1673723.000000 Penalty: 3103.085205
	Iteration 7Q: 3 clusters Score -1673723 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1674224.375000 Penalty: 3103.085205
	Iteration 8F: 3 clusters Score -1674224 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1674720.625000 Penalty: 3103.085205
	Iteration 9Q: 3 clusters Score -1674721 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1675166.250000 Penalty: 3103.085205
	Iteration 10Q: 3 clusters Score -1675166 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1675534.500000 Penalty: 3103.085205
	Iteration 11Q: 3 clusters Score -1675534 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1675837.625000 Penalty: 3103.085205
	Iteration 12Q: 3 clusters Score -1675838 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1676071.375000 Penalty: 3103.085205
	Iteration 13Q: 3 clusters Score -1676071 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1676255.000000 Penalty: 3103.085205
	Iteration 14Q: 3 clusters Score -1676255 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1676411.125000 Penalty: 3103.085205
	Iteration 15Q: 3 clusters Score -1676411 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1676536.375000 Penalty: 3103.085205
	Iteration 16Q: 3 clusters Score -1676536 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1676647.500000 Penalty: 3103.085205
	Iteration 17Q: 3 clusters Score -1676648 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1676738.250000 Penalty: 3103.085205
	Iteration 18Q: 3 clusters Score -1676738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1676801.625000 Penalty: 3103.085205
	Iteration 19Q: 3 clusters Score -1676802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1676844.375000 Penalty: 3103.085205
	Iteration 20F: 3 clusters Score -1676844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1676883.000000 Penalty: 3103.085205
	Iteration 21Q: 3 clusters Score -1676883 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1676914.625000 Penalty: 3103.085205
	Iteration 22Q: 3 clusters Score -1676915 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1676946.875000 Penalty: 3103.085205
	Iteration 23Q: 3 clusters Score -1676947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1676969.750000 Penalty: 3103.085205
	Iteration 24Q: 3 clusters Score -1676970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1676998.750000 Penalty: 3103.085205
	Iteration 25Q: 3 clusters Score -1676999 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1677022.500000 Penalty: 3103.085205
	Iteration 26Q: 3 clusters Score -1677022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1677045.000000 Penalty: 3103.085205
	Iteration 27Q: 3 clusters Score -1677045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1677058.125000 Penalty: 3103.085205
	Iteration 28Q: 3 clusters Score -1677058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1677077.125000 Penalty: 3103.085205
	Iteration 29Q: 3 clusters Score -1677077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1677089.625000 Penalty: 3103.085205
	Iteration 30Q: 3 clusters Score -1677090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1677099.250000 Penalty: 3103.085205
	Iteration 31Q: 3 clusters Score -1677099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1677103.125000 Penalty: 3103.085205
	Iteration 32Q: 3 clusters Score -1677103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1677102.250000 Penalty: 3103.085205
	Iteration 33Q: 3 clusters Score -1677102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1677102.875000 Penalty: 3103.085205
	Iteration 34Q: 3 clusters Score -1677103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1677103.000000 Penalty: 3103.085205
	Iteration 35Q: 3 clusters Score -1677103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1677104.500000 Penalty: 3103.085205
	Iteration 36Q: 3 clusters Score -1677104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1677115.125000 Penalty: 3103.085205
	Iteration 37F: 3 clusters Score -1677115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1677120.000000 Penalty: 3103.085205
	Iteration 38Q: 3 clusters Score -1677120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1677121.500000 Penalty: 3103.085205
	Iteration 39Q: 3 clusters Score -1677122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1677126.000000 Penalty: 3103.085205
	Iteration 40F: 3 clusters Score -1677126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1677128.875000 Penalty: 3103.085205
	Iteration 41Q: 3 clusters Score -1677129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1677127.125000 Penalty: 3103.085205
	Iteration 42Q: 3 clusters Score -1677127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1677130.250000 Penalty: 3103.085205
	Iteration 43Q: 3 clusters Score -1677130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1677129.875000 Penalty: 3103.085205
	Iteration 44Q: 3 clusters Score -1677130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1677128.250000 Penalty: 3103.085205
	Iteration 45Q: 3 clusters Score -1677128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1677129.750000 Penalty: 3103.085205
	Iteration 46Q: 3 clusters Score -1677130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1677130.000000 Penalty: 3103.085205
	Iteration 47Q: 3 clusters Score -1677130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1677130.000000 Penalty: 3103.085205
	Iteration 48F: 3 clusters Score -1677130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Entering Unmasked Estep 
Score: -287557.718750 Penalty: 1275.578491
	Iteration 0F: 2 clusters Score -287557.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -285087.343750 Penalty: 2551.156982
	Iteration 0F: 3 clusters Score -285087.3 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -285652.312500 Penalty: 2551.156982
	Iteration 1F: 3 clusters Score -285652.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -285822.375000 Penalty: 2551.156982
	Iteration 2F: 3 clusters Score -285822.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -285945.812500 Penalty: 2551.156982
	Iteration 3F: 3 clusters Score -285945.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -286047.750000 Penalty: 2551.156982
	Iteration 4Q: 3 clusters Score -286047.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -286211.281250 Penalty: 2551.156982
	Iteration 5F: 3 clusters Score -286211.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -286467.968750 Penalty: 2551.156982
	Iteration 6F: 3 clusters Score -286468 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -286719.656250 Penalty: 2551.156982
	Iteration 7F: 3 clusters Score -286719.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -286936.843750 Penalty: 2551.156982
	Iteration 8F: 3 clusters Score -286936.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -287071.250000 Penalty: 2551.156982
	Iteration 9Q: 3 clusters Score -287071.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -287140.562500 Penalty: 2551.156982
	Iteration 10Q: 3 clusters Score -287140.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -287180.218750 Penalty: 2551.156982
	Iteration 11Q: 3 clusters Score -287180.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -287198.156250 Penalty: 2551.156982
	Iteration 12Q: 3 clusters Score -287198.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -287215.187500 Penalty: 2551.156982
	Iteration 13Q: 3 clusters Score -287215.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -287229.625000 Penalty: 2551.156982
	Iteration 14Q: 3 clusters Score -287229.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -287236.156250 Penalty: 2551.156982
	Iteration 15Q: 3 clusters Score -287236.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -287241.156250 Penalty: 2551.156982
	Iteration 16Q: 3 clusters Score -287241.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -287245.343750 Penalty: 2551.156982
	Iteration 17Q: 3 clusters Score -287245.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -287248.406250 Penalty: 2551.156982
	Iteration 18Q: 3 clusters Score -287248.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -287251.750000 Penalty: 2551.156982
	Iteration 19Q: 3 clusters Score -287251.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -287253.406250 Penalty: 2551.156982
	Iteration 20F: 3 clusters Score -287253.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -287255.125000 Penalty: 2551.156982
	Iteration 21Q: 3 clusters Score -287255.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -287255.687500 Penalty: 2551.156982
	Iteration 22Q: 3 clusters Score -287255.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -287256.218750 Penalty: 2551.156982
	Iteration 23Q: 3 clusters Score -287256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -287256.218750 Penalty: 2551.156982
	Iteration 24F: 3 clusters Score -287256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Entering Unmasked Estep 
Score: -1057215.125000 Penalty: 1467.163574
	Iteration 0F: 2 clusters Score -1057215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1051083.625000 Penalty: 2934.327148
	Iteration 0F: 3 clusters Score -1051084 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1053014.625000 Penalty: 2934.327148
	Iteration 1F: 3 clusters Score -1053015 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1053218.500000 Penalty: 2934.327148
	Iteration 2F: 3 clusters Score -1053218 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1053358.125000 Penalty: 2934.327148
	Iteration 3Q: 3 clusters Score -1053358 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1053475.000000 Penalty: 2934.327148
	Iteration 4Q: 3 clusters Score -1053475 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1053560.125000 Penalty: 2934.327148
	Iteration 5Q: 3 clusters Score -1053560 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1053655.875000 Penalty: 2934.327148
	Iteration 6Q: 3 clusters Score -1053656 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1053754.375000 Penalty: 2934.327148
	Iteration 7Q: 3 clusters Score -1053754 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1053854.125000 Penalty: 2934.327148
	Iteration 8Q: 3 clusters Score -1053854 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1053996.250000 Penalty: 2934.327148
	Iteration 9Q: 3 clusters Score -1053996 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1054180.875000 Penalty: 2934.327148
	Iteration 10Q: 3 clusters Score -1054181 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1054452.375000 Penalty: 2934.327148
	Iteration 11Q: 3 clusters Score -1054452 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1054763.375000 Penalty: 2934.327148
	Iteration 12Q: 3 clusters Score -1054763 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1055085.250000 Penalty: 2934.327148
	Iteration 13Q: 3 clusters Score -1055085 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1055367.500000 Penalty: 2934.327148
	Iteration 14Q: 3 clusters Score -1055368 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1055598.750000 Penalty: 2934.327148
	Iteration 15Q: 3 clusters Score -1055599 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1055749.750000 Penalty: 2934.327148
	Iteration 16Q: 3 clusters Score -1055750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1055848.000000 Penalty: 2934.327148
	Iteration 17Q: 3 clusters Score -1055848 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1055915.375000 Penalty: 2934.327148
	Iteration 18Q: 3 clusters Score -1055915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1055949.000000 Penalty: 2934.327148
	Iteration 19Q: 3 clusters Score -1055949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1055963.750000 Penalty: 2934.327148
	Iteration 20F: 3 clusters Score -1055964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1055982.500000 Penalty: 2934.327148
	Iteration 21Q: 3 clusters Score -1055982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1055991.375000 Penalty: 2934.327148
	Iteration 22Q: 3 clusters Score -1055991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1055997.875000 Penalty: 2934.327148
	Iteration 23Q: 3 clusters Score -1055998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1056002.250000 Penalty: 2934.327148
	Iteration 24Q: 3 clusters Score -1056002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1056004.250000 Penalty: 2934.327148
	Iteration 25Q: 3 clusters Score -1056004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1056005.000000 Penalty: 2934.327148
	Iteration 26Q: 3 clusters Score -1056005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1056007.000000 Penalty: 2934.327148
	Iteration 27Q: 3 clusters Score -1056007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1056007.750000 Penalty: 2934.327148
	Iteration 28Q: 3 clusters Score -1056008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1056009.750000 Penalty: 2934.327148
	Iteration 29Q: 3 clusters Score -1056010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1056011.750000 Penalty: 2934.327148
	Iteration 30Q: 3 clusters Score -1056012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1056011.375000 Penalty: 2934.327148
	Iteration 31Q: 3 clusters Score -1056011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1056013.125000 Penalty: 2934.327148
	Iteration 32Q: 3 clusters Score -1056013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1056013.125000 Penalty: 2934.327148
	Iteration 33F: 3 clusters Score -1056013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Entering Unmasked Estep 
Score: -1790589.500000 Penalty: 1552.628784
	Iteration 0F: 2 clusters Score -1790590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1780761.125000 Penalty: 3105.257568
	Iteration 0F: 3 clusters Score -1780761 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1784074.250000 Penalty: 3105.257568
	Iteration 1F: 3 clusters Score -1784074 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1784372.375000 Penalty: 3105.257568
	Iteration 2F: 3 clusters Score -1784372 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1784649.250000 Penalty: 3105.257568
	Iteration 3F: 3 clusters Score -1784649 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1784940.375000 Penalty: 3105.257568
	Iteration 4Q: 3 clusters Score -1784940 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1785298.375000 Penalty: 3105.257568
	Iteration 5F: 3 clusters Score -1785298 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1785813.375000 Penalty: 3105.257568
	Iteration 6F: 3 clusters Score -1785813 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1786501.625000 Penalty: 3105.257568
	Iteration 7F: 3 clusters Score -1786502 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1787280.375000 Penalty: 3105.257568
	Iteration 8F: 3 clusters Score -1787280 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1788010.875000 Penalty: 3105.257568
	Iteration 9F: 3 clusters Score -1788011 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1788522.625000 Penalty: 3105.257568
	Iteration 10Q: 3 clusters Score -1788523 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1788815.500000 Penalty: 3105.257568
	Iteration 11Q: 3 clusters Score -1788816 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1788966.125000 Penalty: 3105.257568
	Iteration 12Q: 3 clusters Score -1788966 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1789078.750000 Penalty: 3105.257568
	Iteration 13Q: 3 clusters Score -1789079 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1789145.375000 Penalty: 3105.257568
	Iteration 14Q: 3 clusters Score -1789145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1789194.000000 Penalty: 3105.257568
	Iteration 15Q: 3 clusters Score -1789194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1789228.750000 Penalty: 3105.257568
	Iteration 16Q: 3 clusters Score -1789229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1789249.375000 Penalty: 3105.257568
	Iteration 17Q: 3 clusters Score -1789249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1789261.500000 Penalty: 3105.257568
	Iteration 18Q: 3 clusters Score -1789262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1789270.625000 Penalty: 3105.257568
	Iteration 19Q: 3 clusters Score -1789271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1789285.750000 Penalty: 3105.257568
	Iteration 20F: 3 clusters Score -1789286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1789300.000000 Penalty: 3105.257568
	Iteration 21Q: 3 clusters Score -1789300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1789305.875000 Penalty: 3105.257568
	Iteration 22Q: 3 clusters Score -1789306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1789310.625000 Penalty: 3105.257568
	Iteration 23Q: 3 clusters Score -1789311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1789313.500000 Penalty: 3105.257568
	Iteration 24Q: 3 clusters Score -1789314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1789313.500000 Penalty: 3105.257568
	Iteration 25F: 3 clusters Score -1789314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (42999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Entering Unmasked Estep 
Score: -5358370.500000 Penalty: 1733.701416
	Iteration 0F: 2 clusters Score -5358370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -5329667.500000 Penalty: 3467.402832
	Iteration 0F: 3 clusters Score -5329668 nChanged 20144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -5340811.000000 Penalty: 3467.402832
	Iteration 1F: 3 clusters Score -5340811 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -5341414.000000 Penalty: 3467.402832
	Iteration 2Q: 3 clusters Score -5341414 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -5342115.000000 Penalty: 3467.402832
	Iteration 3Q: 3 clusters Score -5342115 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -5343087.000000 Penalty: 3467.402832
	Iteration 4F: 3 clusters Score -5343087 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -5344497.000000 Penalty: 3467.402832
	Iteration 5F: 3 clusters Score -5344497 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -5346439.000000 Penalty: 3467.402832
	Iteration 6F: 3 clusters Score -5346439 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -5348650.000000 Penalty: 3467.402832
	Iteration 7F: 3 clusters Score -5348650 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -5350977.000000 Penalty: 3467.402832
	Iteration 8F: 3 clusters Score -5350977 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5352882.500000 Penalty: 3467.402832
	Iteration 9F: 3 clusters Score -5352882 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5354232.000000 Penalty: 3467.402832
	Iteration 10Q: 3 clusters Score -5354232 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5355269.500000 Penalty: 3467.402832
	Iteration 11Q: 3 clusters Score -5355270 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5356016.000000 Penalty: 3467.402832
	Iteration 12Q: 3 clusters Score -5356016 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5356423.500000 Penalty: 3467.402832
	Iteration 13Q: 3 clusters Score -5356424 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5356645.500000 Penalty: 3467.402832
	Iteration 14Q: 3 clusters Score -5356646 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5356739.000000 Penalty: 3467.402832
	Iteration 15Q: 3 clusters Score -5356739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5356783.000000 Penalty: 3467.402832
	Iteration 16Q: 3 clusters Score -5356783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5356826.500000 Penalty: 3467.402832
	Iteration 17Q: 3 clusters Score -5356826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5356839.000000 Penalty: 3467.402832
	Iteration 18Q: 3 clusters Score -5356839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5356842.000000 Penalty: 3467.402832
	Iteration 19Q: 3 clusters Score -5356842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5356854.000000 Penalty: 3467.402832
	Iteration 20F: 3 clusters Score -5356854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5356855.500000 Penalty: 3467.402832
	Iteration 21Q: 3 clusters Score -5356856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5356856.500000 Penalty: 3467.402832
	Iteration 22Q: 3 clusters Score -5356856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5356853.000000 Penalty: 3467.402832
	Iteration 23Q: 3 clusters Score -5356853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5356858.000000 Penalty: 3467.402832
	Iteration 24Q: 3 clusters Score -5356858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5356861.000000 Penalty: 3467.402832
	Iteration 25Q: 3 clusters Score -5356861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5356860.000000 Penalty: 3467.402832
	Iteration 26Q: 3 clusters Score -5356860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5356860.000000 Penalty: 3467.402832
	Iteration 27F: 3 clusters Score -5356860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Entering Unmasked Estep 
Score: -5505411.500000 Penalty: 1735.613770
	Iteration 0F: 2 clusters Score -5505412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -5476297.500000 Penalty: 3471.227539
	Iteration 0F: 3 clusters Score -5476298 nChanged 20209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -5487655.500000 Penalty: 3471.227539
	Iteration 1F: 3 clusters Score -5487656 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -5487956.000000 Penalty: 3471.227539
	Iteration 2Q: 3 clusters Score -5487956 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -5488243.000000 Penalty: 3471.227539
	Iteration 3Q: 3 clusters Score -5488243 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -5488556.000000 Penalty: 3471.227539
	Iteration 4Q: 3 clusters Score -5488556 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -5489020.000000 Penalty: 3471.227539
	Iteration 5Q: 3 clusters Score -5489020 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -5489535.500000 Penalty: 3471.227539
	Iteration 6Q: 3 clusters Score -5489536 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -5490211.000000 Penalty: 3471.227539
	Iteration 7Q: 3 clusters Score -5490211 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -5491159.000000 Penalty: 3471.227539
	Iteration 8Q: 3 clusters Score -5491159 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -5492457.500000 Penalty: 3471.227539
	Iteration 9F: 3 clusters Score -5492458 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -5494175.500000 Penalty: 3471.227539
	Iteration 10F: 3 clusters Score -5494176 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -5496131.000000 Penalty: 3471.227539
	Iteration 11F: 3 clusters Score -5496131 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -5497966.500000 Penalty: 3471.227539
	Iteration 12F: 3 clusters Score -5497966 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -5499575.000000 Penalty: 3471.227539
	Iteration 13Q: 3 clusters Score -5499575 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -5500894.500000 Penalty: 3471.227539
	Iteration 14Q: 3 clusters Score -5500894 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5501956.000000 Penalty: 3471.227539
	Iteration 15Q: 3 clusters Score -5501956 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5502684.500000 Penalty: 3471.227539
	Iteration 16Q: 3 clusters Score -5502684 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5503149.500000 Penalty: 3471.227539
	Iteration 17Q: 3 clusters Score -5503150 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5503455.000000 Penalty: 3471.227539
	Iteration 18Q: 3 clusters Score -5503455 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5503639.000000 Penalty: 3471.227539
	Iteration 19Q: 3 clusters Score -5503639 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5503722.000000 Penalty: 3471.227539
	Iteration 20F: 3 clusters Score -5503722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5503781.500000 Penalty: 3471.227539
	Iteration 21Q: 3 clusters Score -5503782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5503805.500000 Penalty: 3471.227539
	Iteration 22Q: 3 clusters Score -5503806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5503823.500000 Penalty: 3471.227539
	Iteration 23Q: 3 clusters Score -5503824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5503842.000000 Penalty: 3471.227539
	Iteration 24Q: 3 clusters Score -5503842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5503850.000000 Penalty: 3471.227539
	Iteration 25Q: 3 clusters Score -5503850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5503852.000000 Penalty: 3471.227539
	Iteration 26Q: 3 clusters Score -5503852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5503857.500000 Penalty: 3471.227539
	Iteration 27Q: 3 clusters Score -5503858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5503855.500000 Penalty: 3471.227539
	Iteration 28Q: 3 clusters Score -5503856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5503858.500000 Penalty: 3471.227539
	Iteration 29Q: 3 clusters Score -5503858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5503861.000000 Penalty: 3471.227539
	Iteration 30Q: 3 clusters Score -5503861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5503861.000000 Penalty: 3471.227539
	Iteration 31F: 3 clusters Score -5503861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83618 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 30486 members 
Mstep: Class 4 contains 26567 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 32771 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 10417 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 3529 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 4072 members 
Mstep: Class 15 contains 21392 members 
Mstep: Class 16 contains 75060 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6418 members 
Mstep: Class 20 contains 58187 members 
Mstep: Class 21 contains 14016 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 8339 members 
Mstep: Class 24 contains 14110 members 
Mstep: Class 25 contains 42999 members 
Mstep: Class 26 contains 43508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62655680.000000 Penalty: 55564.910156
Iteration 239Q: 27 clusters Score -6.265568e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30486 members 
Mstep: Class 4 contains 26550 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 33066 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 10218 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 11351 members 
Mstep: Class 14 contains 4074 members 
Mstep: Class 15 contains 21386 members 
Mstep: Class 16 contains 75073 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6414 members 
Mstep: Class 20 contains 58165 members 
Mstep: Class 21 contains 14015 members 
Mstep: Class 22 contains 2566 members 
Mstep: Class 23 contains 8333 members 
Mstep: Class 24 contains 14094 members 
Mstep: Class 25 contains 43006 members 
Mstep: Class 26 contains 43515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62655720.000000 Penalty: 55564.910156
Iteration 240F: 27 clusters Score -6.265572e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83609 members 
Mstep: Class 2 contains 5561 members 
Mstep: Class 3 contains 30481 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 6407 members 
Mstep: Class 6 contains 33351 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 9995 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 11334 members 
Mstep: Class 14 contains 4073 members 
Mstep: Class 15 contains 21381 members 
Mstep: Class 16 contains 75077 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6412 members 
Mstep: Class 20 contains 58174 members 
Mstep: Class 21 contains 14013 members 
Mstep: Class 22 contains 2566 members 
Mstep: Class 23 contains 8326 members 
Mstep: Class 24 contains 14089 members 
Mstep: Class 25 contains 43006 members 
Mstep: Class 26 contains 43520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62655788.000000 Penalty: 55564.910156
Iteration 241Q: 27 clusters Score -6.265579e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 30475 members 
Mstep: Class 4 contains 26521 members 
Mstep: Class 5 contains 6406 members 
Mstep: Class 6 contains 33651 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 9762 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 3166 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 11322 members 
Mstep: Class 14 contains 4072 members 
Mstep: Class 15 contains 21363 members 
Mstep: Class 16 contains 75080 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6409 members 
Mstep: Class 20 contains 58199 members 
Mstep: Class 21 contains 14012 members 
Mstep: Class 22 contains 2566 members 
Mstep: Class 23 contains 8315 members 
Mstep: Class 24 contains 14089 members 
Mstep: Class 25 contains 43012 members 
Mstep: Class 26 contains 43524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62655876.000000 Penalty: 55564.910156
Iteration 242Q: 27 clusters Score -6.265588e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 5504 members 
Mstep: Class 3 contains 30472 members 
Mstep: Class 4 contains 26498 members 
Mstep: Class 5 contains 6406 members 
Mstep: Class 6 contains 33965 members 
Mstep: Class 7 contains 1608 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 9532 members 
Mstep: Class 10 contains 4959 members 
Mstep: Class 11 contains 3164 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 11300 members 
Mstep: Class 14 contains 4074 members 
Mstep: Class 15 contains 21346 members 
Mstep: Class 16 contains 75084 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6410 members 
Mstep: Class 20 contains 58209 members 
Mstep: Class 21 contains 14010 members 
Mstep: Class 22 contains 2566 members 
Mstep: Class 23 contains 8307 members 
Mstep: Class 24 contains 14090 members 
Mstep: Class 25 contains 43020 members 
Mstep: Class 26 contains 43522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62656116.000000 Penalty: 55564.910156
Iteration 243Q: 27 clusters Score -6.265612e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 30455 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 6404 members 
Mstep: Class 6 contains 34252 members 
Mstep: Class 7 contains 1608 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 9315 members 
Mstep: Class 10 contains 4966 members 
Mstep: Class 11 contains 3160 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 11277 members 
Mstep: Class 14 contains 4073 members 
Mstep: Class 15 contains 21334 members 
Mstep: Class 16 contains 75084 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6414 members 
Mstep: Class 20 contains 58225 members 
Mstep: Class 21 contains 14008 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 8296 members 
Mstep: Class 24 contains 14090 members 
Mstep: Class 25 contains 43037 members 
Mstep: Class 26 contains 43525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62656236.000000 Penalty: 55564.910156
Iteration 244Q: 27 clusters Score -6.265624e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 30429 members 
Mstep: Class 4 contains 26467 members 
Mstep: Class 5 contains 6402 members 
Mstep: Class 6 contains 34567 members 
Mstep: Class 7 contains 1608 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 9104 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 3157 members 
Mstep: Class 12 contains 3532 members 
Mstep: Class 13 contains 11257 members 
Mstep: Class 14 contains 4073 members 
Mstep: Class 15 contains 21321 members 
Mstep: Class 16 contains 75088 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6421 members 
Mstep: Class 20 contains 58225 members 
Mstep: Class 21 contains 14006 members 
Mstep: Class 22 contains 2562 members 
Mstep: Class 23 contains 8288 members 
Mstep: Class 24 contains 14087 members 
Mstep: Class 25 contains 43056 members 
Mstep: Class 26 contains 43523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62656400.000000 Penalty: 55564.910156
Iteration 245Q: 27 clusters Score -6.26564e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83577 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 26464 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 34843 members 
Mstep: Class 7 contains 1608 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 8953 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 3149 members 
Mstep: Class 12 contains 3534 members 
Mstep: Class 13 contains 11238 members 
Mstep: Class 14 contains 4072 members 
Mstep: Class 15 contains 21309 members 
Mstep: Class 16 contains 75097 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 58214 members 
Mstep: Class 21 contains 14007 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 8279 members 
Mstep: Class 24 contains 14090 members 
Mstep: Class 25 contains 43063 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62656524.000000 Penalty: 55564.910156
Iteration 246Q: 27 clusters Score -6.265652e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83566 members 
Mstep: Class 2 contains 5353 members 
Mstep: Class 3 contains 30388 members 
Mstep: Class 4 contains 26453 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 35084 members 
Mstep: Class 7 contains 1608 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 8854 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 3536 members 
Mstep: Class 13 contains 11226 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 21293 members 
Mstep: Class 16 contains 75104 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6423 members 
Mstep: Class 20 contains 58189 members 
Mstep: Class 21 contains 14004 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 8267 members 
Mstep: Class 24 contains 14097 members 
Mstep: Class 25 contains 43072 members 
Mstep: Class 26 contains 43520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62656724.000000 Penalty: 55564.910156
Iteration 247Q: 27 clusters Score -6.265672e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83559 members 
Mstep: Class 2 contains 5286 members 
Mstep: Class 3 contains 30365 members 
Mstep: Class 4 contains 26441 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 35287 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 8793 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 3537 members 
Mstep: Class 13 contains 11213 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 21285 members 
Mstep: Class 16 contains 75113 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6411 members 
Mstep: Class 20 contains 58168 members 
Mstep: Class 21 contains 14004 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 8266 members 
Mstep: Class 24 contains 14099 members 
Mstep: Class 25 contains 43087 members 
Mstep: Class 26 contains 43515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62656900.000000 Penalty: 55564.910156
Iteration 248Q: 27 clusters Score -6.26569e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83547 members 
Mstep: Class 2 contains 5221 members 
Mstep: Class 3 contains 30356 members 
Mstep: Class 4 contains 26425 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 35491 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 8720 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 11197 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 21282 members 
Mstep: Class 16 contains 75119 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 58147 members 
Mstep: Class 21 contains 14004 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 8260 members 
Mstep: Class 24 contains 14107 members 
Mstep: Class 25 contains 43097 members 
Mstep: Class 26 contains 43513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657060.000000 Penalty: 55564.910156
Iteration 249Q: 27 clusters Score -6.265706e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83547 members 
Mstep: Class 2 contains 5155 members 
Mstep: Class 3 contains 30333 members 
Mstep: Class 4 contains 26422 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 35659 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 8677 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 21272 members 
Mstep: Class 16 contains 75118 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6396 members 
Mstep: Class 20 contains 58133 members 
Mstep: Class 21 contains 14004 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8257 members 
Mstep: Class 24 contains 14113 members 
Mstep: Class 25 contains 43103 members 
Mstep: Class 26 contains 43513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657100.000000 Penalty: 55564.910156
Iteration 250Q: 27 clusters Score -6.26571e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83545 members 
Mstep: Class 2 contains 5084 members 
Mstep: Class 3 contains 30319 members 
Mstep: Class 4 contains 26419 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 35817 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 8654 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 3133 members 
Mstep: Class 12 contains 3538 members 
Mstep: Class 13 contains 11162 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 21263 members 
Mstep: Class 16 contains 75121 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6388 members 
Mstep: Class 20 contains 58131 members 
Mstep: Class 21 contains 14004 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8255 members 
Mstep: Class 24 contains 14112 members 
Mstep: Class 25 contains 43099 members 
Mstep: Class 26 contains 43512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657084.000000 Penalty: 55564.910156
Iteration 251Q: 27 clusters Score -6.265708e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 5021 members 
Mstep: Class 3 contains 30301 members 
Mstep: Class 4 contains 26414 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 35934 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 8653 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 3538 members 
Mstep: Class 13 contains 11148 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 21252 members 
Mstep: Class 16 contains 75123 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6384 members 
Mstep: Class 20 contains 58141 members 
Mstep: Class 21 contains 14002 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 14115 members 
Mstep: Class 25 contains 43097 members 
Mstep: Class 26 contains 43511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657188.000000 Penalty: 55564.910156
Iteration 252Q: 27 clusters Score -6.265719e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 30290 members 
Mstep: Class 4 contains 26423 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 36032 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 8646 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 3538 members 
Mstep: Class 13 contains 11126 members 
Mstep: Class 14 contains 4072 members 
Mstep: Class 15 contains 21241 members 
Mstep: Class 16 contains 75116 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 58158 members 
Mstep: Class 21 contains 14003 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8246 members 
Mstep: Class 24 contains 14124 members 
Mstep: Class 25 contains 43094 members 
Mstep: Class 26 contains 43510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657084.000000 Penalty: 55564.910156
Iteration 253Q: 27 clusters Score -6.265708e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 4889 members 
Mstep: Class 3 contains 30288 members 
Mstep: Class 4 contains 26432 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 36110 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 8655 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 3538 members 
Mstep: Class 13 contains 11106 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 21232 members 
Mstep: Class 16 contains 75116 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6379 members 
Mstep: Class 20 contains 58178 members 
Mstep: Class 21 contains 14003 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8246 members 
Mstep: Class 24 contains 14128 members 
Mstep: Class 25 contains 43092 members 
Mstep: Class 26 contains 43514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657044.000000 Penalty: 55564.910156
Iteration 254Q: 27 clusters Score -6.265704e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26429 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 36179 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 8691 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 3538 members 
Mstep: Class 13 contains 11081 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 21220 members 
Mstep: Class 16 contains 75117 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6374 members 
Mstep: Class 20 contains 58199 members 
Mstep: Class 21 contains 14003 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8247 members 
Mstep: Class 24 contains 14131 members 
Mstep: Class 25 contains 43095 members 
Mstep: Class 26 contains 43515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657024.000000 Penalty: 55564.910156
Iteration 255Q: 27 clusters Score -6.265702e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 4739 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26427 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 36244 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 8720 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 11062 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 21212 members 
Mstep: Class 16 contains 75121 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6372 members 
Mstep: Class 20 contains 58200 members 
Mstep: Class 21 contains 14003 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8251 members 
Mstep: Class 24 contains 14133 members 
Mstep: Class 25 contains 43097 members 
Mstep: Class 26 contains 43519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657064.000000 Penalty: 55564.910156
Iteration 256Q: 27 clusters Score -6.265706e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 30287 members 
Mstep: Class 4 contains 26426 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 36311 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 11046 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 21203 members 
Mstep: Class 16 contains 75124 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6370 members 
Mstep: Class 20 contains 58197 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8257 members 
Mstep: Class 24 contains 14135 members 
Mstep: Class 25 contains 43100 members 
Mstep: Class 26 contains 43520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657124.000000 Penalty: 55564.910156
Iteration 257Q: 27 clusters Score -6.265712e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83468 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 30293 members 
Mstep: Class 4 contains 26415 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 36364 members 
Mstep: Class 7 contains 1604 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 8779 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 3131 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 11032 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 21195 members 
Mstep: Class 16 contains 75120 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6372 members 
Mstep: Class 20 contains 58198 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8257 members 
Mstep: Class 24 contains 14136 members 
Mstep: Class 25 contains 43108 members 
Mstep: Class 26 contains 43519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657228.000000 Penalty: 55564.910156
Iteration 258Q: 27 clusters Score -6.265723e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 30290 members 
Mstep: Class 4 contains 26411 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 36421 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 8814 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 11016 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 21185 members 
Mstep: Class 16 contains 75119 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6370 members 
Mstep: Class 20 contains 58197 members 
Mstep: Class 21 contains 14000 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8254 members 
Mstep: Class 24 contains 14138 members 
Mstep: Class 25 contains 43117 members 
Mstep: Class 26 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657304.000000 Penalty: 55564.910156
Iteration 259Q: 27 clusters Score -6.26573e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 4519 members 
Mstep: Class 3 contains 30288 members 
Mstep: Class 4 contains 26415 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 36469 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 8859 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 3133 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 11001 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 21175 members 
Mstep: Class 16 contains 75120 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6366 members 
Mstep: Class 20 contains 58201 members 
Mstep: Class 21 contains 14000 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8248 members 
Mstep: Class 24 contains 14138 members 
Mstep: Class 25 contains 43120 members 
Mstep: Class 26 contains 43516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657320.000000 Penalty: 55564.910156
Iteration 260F: 27 clusters Score -6.265732e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26414 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 36519 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 8897 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 3133 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 21164 members 
Mstep: Class 16 contains 75119 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6361 members 
Mstep: Class 20 contains 58212 members 
Mstep: Class 21 contains 13999 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 14139 members 
Mstep: Class 25 contains 43126 members 
Mstep: Class 26 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657316.000000 Penalty: 55564.910156
Iteration 261Q: 27 clusters Score -6.265732e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 4375 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26419 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 36566 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 8929 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 4064 members 
Mstep: Class 15 contains 21152 members 
Mstep: Class 16 contains 75122 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6359 members 
Mstep: Class 20 contains 58225 members 
Mstep: Class 21 contains 13997 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 8252 members 
Mstep: Class 24 contains 14141 members 
Mstep: Class 25 contains 43127 members 
Mstep: Class 26 contains 43516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657396.000000 Penalty: 55564.910156
Iteration 262Q: 27 clusters Score -6.26574e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 30300 members 
Mstep: Class 4 contains 26421 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 36611 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 8980 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 21142 members 
Mstep: Class 16 contains 75125 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6355 members 
Mstep: Class 20 contains 58230 members 
Mstep: Class 21 contains 13996 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 8254 members 
Mstep: Class 24 contains 14142 members 
Mstep: Class 25 contains 43130 members 
Mstep: Class 26 contains 43514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657440.000000 Penalty: 55564.910156
Iteration 263Q: 27 clusters Score -6.265744e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83413 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 3 contains 30290 members 
Mstep: Class 4 contains 26421 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 36658 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 9028 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10951 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 21134 members 
Mstep: Class 16 contains 75126 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 58233 members 
Mstep: Class 21 contains 13996 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8247 members 
Mstep: Class 24 contains 14145 members 
Mstep: Class 25 contains 43129 members 
Mstep: Class 26 contains 43514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657496.000000 Penalty: 55564.910156
Iteration 264Q: 27 clusters Score -6.26575e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83402 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 30291 members 
Mstep: Class 4 contains 26424 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 36695 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10947 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 21130 members 
Mstep: Class 16 contains 75125 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 58237 members 
Mstep: Class 21 contains 13995 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8241 members 
Mstep: Class 24 contains 14150 members 
Mstep: Class 25 contains 43126 members 
Mstep: Class 26 contains 43514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657428.000000 Penalty: 55564.910156
Iteration 265Q: 27 clusters Score -6.265743e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 4145 members 
Mstep: Class 3 contains 30283 members 
Mstep: Class 4 contains 26424 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 36725 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 9114 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10942 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 21125 members 
Mstep: Class 16 contains 75125 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6354 members 
Mstep: Class 20 contains 58235 members 
Mstep: Class 21 contains 13994 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8231 members 
Mstep: Class 24 contains 14150 members 
Mstep: Class 25 contains 43133 members 
Mstep: Class 26 contains 43514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657428.000000 Penalty: 55564.910156
Iteration 266Q: 27 clusters Score -6.265743e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 4103 members 
Mstep: Class 3 contains 30274 members 
Mstep: Class 4 contains 26436 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 36760 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 9160 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10932 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 21121 members 
Mstep: Class 16 contains 75126 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6354 members 
Mstep: Class 20 contains 58236 members 
Mstep: Class 21 contains 13994 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 14150 members 
Mstep: Class 25 contains 43128 members 
Mstep: Class 26 contains 43515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657348.000000 Penalty: 55564.910156
Iteration 267Q: 27 clusters Score -6.265735e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83370 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 30277 members 
Mstep: Class 4 contains 26447 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 36786 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 9182 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10929 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 21113 members 
Mstep: Class 16 contains 75124 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6351 members 
Mstep: Class 20 contains 58241 members 
Mstep: Class 21 contains 13994 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 14148 members 
Mstep: Class 25 contains 43130 members 
Mstep: Class 26 contains 43515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657448.000000 Penalty: 55564.910156
Iteration 268Q: 27 clusters Score -6.265745e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 4033 members 
Mstep: Class 3 contains 30276 members 
Mstep: Class 4 contains 26454 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 36809 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 9204 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 21099 members 
Mstep: Class 16 contains 75122 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6351 members 
Mstep: Class 20 contains 58250 members 
Mstep: Class 21 contains 13994 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8206 members 
Mstep: Class 24 contains 14151 members 
Mstep: Class 25 contains 43131 members 
Mstep: Class 26 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657412.000000 Penalty: 55564.910156
Iteration 269Q: 27 clusters Score -6.265741e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 30277 members 
Mstep: Class 4 contains 26462 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 36831 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 9214 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10911 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 21092 members 
Mstep: Class 16 contains 75124 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 58252 members 
Mstep: Class 21 contains 13994 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8199 members 
Mstep: Class 24 contains 14151 members 
Mstep: Class 25 contains 43129 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657372.000000 Penalty: 55564.910156
Iteration 270Q: 27 clusters Score -6.265737e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 30280 members 
Mstep: Class 4 contains 26464 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 36850 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 9225 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10898 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 21091 members 
Mstep: Class 16 contains 75124 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 58256 members 
Mstep: Class 21 contains 13994 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8189 members 
Mstep: Class 24 contains 14154 members 
Mstep: Class 25 contains 43135 members 
Mstep: Class 26 contains 43523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657456.000000 Penalty: 55564.910156
Iteration 271Q: 27 clusters Score -6.265746e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83342 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 30280 members 
Mstep: Class 4 contains 26468 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 36859 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 9240 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10884 members 
Mstep: Class 14 contains 4047 members 
Mstep: Class 15 contains 21090 members 
Mstep: Class 16 contains 75126 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 58264 members 
Mstep: Class 21 contains 13994 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8179 members 
Mstep: Class 24 contains 14156 members 
Mstep: Class 25 contains 43138 members 
Mstep: Class 26 contains 43525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657404.000000 Penalty: 55564.910156
Iteration 272Q: 27 clusters Score -6.26574e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 30276 members 
Mstep: Class 4 contains 26471 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 36870 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 9263 members 
Mstep: Class 10 contains 5011 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10873 members 
Mstep: Class 14 contains 4045 members 
Mstep: Class 15 contains 21091 members 
Mstep: Class 16 contains 75128 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 58276 members 
Mstep: Class 21 contains 13994 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8170 members 
Mstep: Class 24 contains 14158 members 
Mstep: Class 25 contains 43135 members 
Mstep: Class 26 contains 43525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657364.000000 Penalty: 55564.910156
Iteration 273Q: 27 clusters Score -6.265736e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 30270 members 
Mstep: Class 4 contains 26476 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 36876 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 9287 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10857 members 
Mstep: Class 14 contains 4045 members 
Mstep: Class 15 contains 21086 members 
Mstep: Class 16 contains 75131 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 58291 members 
Mstep: Class 21 contains 13994 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8162 members 
Mstep: Class 24 contains 14160 members 
Mstep: Class 25 contains 43134 members 
Mstep: Class 26 contains 43523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657388.000000 Penalty: 55564.910156
Iteration 274Q: 27 clusters Score -6.265739e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83329 members 
Mstep: Class 2 contains 3938 members 
Mstep: Class 3 contains 30272 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 36879 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 9300 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10843 members 
Mstep: Class 14 contains 4045 members 
Mstep: Class 15 contains 21087 members 
Mstep: Class 16 contains 75130 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 58303 members 
Mstep: Class 21 contains 13994 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8154 members 
Mstep: Class 24 contains 14162 members 
Mstep: Class 25 contains 43133 members 
Mstep: Class 26 contains 43523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657396.000000 Penalty: 55564.910156
Iteration 275Q: 27 clusters Score -6.26574e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 30272 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 36884 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 9313 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10830 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 21086 members 
Mstep: Class 16 contains 75128 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 58314 members 
Mstep: Class 21 contains 13994 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8141 members 
Mstep: Class 24 contains 14165 members 
Mstep: Class 25 contains 43133 members 
Mstep: Class 26 contains 43524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657400.000000 Penalty: 55564.910156
Iteration 276Q: 27 clusters Score -6.26574e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83321 members 
Mstep: Class 2 contains 3925 members 
Mstep: Class 3 contains 30272 members 
Mstep: Class 4 contains 26489 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 36892 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 9325 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10820 members 
Mstep: Class 14 contains 4045 members 
Mstep: Class 15 contains 21083 members 
Mstep: Class 16 contains 75132 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 58320 members 
Mstep: Class 21 contains 13994 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 8127 members 
Mstep: Class 24 contains 14169 members 
Mstep: Class 25 contains 43133 members 
Mstep: Class 26 contains 43524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657400.000000 Penalty: 55564.910156
Iteration 277Q: 27 clusters Score -6.26574e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 3920 members 
Mstep: Class 3 contains 30270 members 
Mstep: Class 4 contains 26496 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 36901 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 9335 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10806 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 21080 members 
Mstep: Class 16 contains 75132 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6351 members 
Mstep: Class 20 contains 58334 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 8116 members 
Mstep: Class 24 contains 14171 members 
Mstep: Class 25 contains 43136 members 
Mstep: Class 26 contains 43524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657340.000000 Penalty: 55564.910156
Iteration 278Q: 27 clusters Score -6.265734e+07 nChanged 67
Entering ConstructFrom: 
Score: -62657340.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (83306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83306 members 
Entering Unmasked Estep 
Score: -10292647.000000 Penalty: 1841.169800
	Iteration 0F: 2 clusters Score -1.029265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -10241499.000000 Penalty: 3682.339600
	Iteration 0F: 3 clusters Score -1.02415e+07 nChanged 39651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -10263928.000000 Penalty: 3682.339600
	Iteration 1F: 3 clusters Score -1.026393e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -10264362.000000 Penalty: 3682.339600
	Iteration 2Q: 3 clusters Score -1.026436e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -10264785.000000 Penalty: 3682.339600
	Iteration 3Q: 3 clusters Score -1.026478e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -10265171.000000 Penalty: 3682.339600
	Iteration 4Q: 3 clusters Score -1.026517e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -10265729.000000 Penalty: 3682.339600
	Iteration 5Q: 3 clusters Score -1.026573e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -10266339.000000 Penalty: 3682.339600
	Iteration 6Q: 3 clusters Score -1.026634e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -10267104.000000 Penalty: 3682.339600
	Iteration 7Q: 3 clusters Score -1.02671e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -10268044.000000 Penalty: 3682.339600
	Iteration 8Q: 3 clusters Score -1.026804e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -10269049.000000 Penalty: 3682.339600
	Iteration 9Q: 3 clusters Score -1.026905e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -10270241.000000 Penalty: 3682.339600
	Iteration 10Q: 3 clusters Score -1.027024e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -10271563.000000 Penalty: 3682.339600
	Iteration 11Q: 3 clusters Score -1.027156e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -10272946.000000 Penalty: 3682.339600
	Iteration 12Q: 3 clusters Score -1.027295e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -10274087.000000 Penalty: 3682.339600
	Iteration 13Q: 3 clusters Score -1.027409e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -10275236.000000 Penalty: 3682.339600
	Iteration 14Q: 3 clusters Score -1.027524e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -10276402.000000 Penalty: 3682.339600
	Iteration 15Q: 3 clusters Score -1.02764e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -10277907.000000 Penalty: 3682.339600
	Iteration 16Q: 3 clusters Score -1.027791e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -10279711.000000 Penalty: 3682.339600
	Iteration 17Q: 3 clusters Score -1.027971e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64208 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -10281694.000000 Penalty: 3682.339600
	Iteration 18Q: 3 clusters Score -1.028169e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66239 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -10283732.000000 Penalty: 3682.339600
	Iteration 19Q: 3 clusters Score -1.028373e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -10285034.000000 Penalty: 3682.339600
	Iteration 20F: 3 clusters Score -1.028503e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -10285714.000000 Penalty: 3682.339600
	Iteration 21Q: 3 clusters Score -1.028571e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70250 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -10286139.000000 Penalty: 3682.339600
	Iteration 22Q: 3 clusters Score -1.028614e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -10286538.000000 Penalty: 3682.339600
	Iteration 23Q: 3 clusters Score -1.028654e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -10286863.000000 Penalty: 3682.339600
	Iteration 24Q: 3 clusters Score -1.028686e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73427 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -10287182.000000 Penalty: 3682.339600
	Iteration 25Q: 3 clusters Score -1.028718e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -10287465.000000 Penalty: 3682.339600
	Iteration 26Q: 3 clusters Score -1.028746e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -10287765.000000 Penalty: 3682.339600
	Iteration 27Q: 3 clusters Score -1.028776e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76155 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -10288145.000000 Penalty: 3682.339600
	Iteration 28Q: 3 clusters Score -1.028814e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -10288391.000000 Penalty: 3682.339600
	Iteration 29Q: 3 clusters Score -1.028839e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -10288705.000000 Penalty: 3682.339600
	Iteration 30Q: 3 clusters Score -1.02887e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -10289075.000000 Penalty: 3682.339600
	Iteration 31Q: 3 clusters Score -1.028908e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78984 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -10289411.000000 Penalty: 3682.339600
	Iteration 32Q: 3 clusters Score -1.028941e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79578 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -10289703.000000 Penalty: 3682.339600
	Iteration 33Q: 3 clusters Score -1.02897e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80104 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -10289909.000000 Penalty: 3682.339600
	Iteration 34Q: 3 clusters Score -1.028991e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80599 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -10290181.000000 Penalty: 3682.339600
	Iteration 35Q: 3 clusters Score -1.029018e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -10290401.000000 Penalty: 3682.339600
	Iteration 36Q: 3 clusters Score -1.02904e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81380 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10290564.000000 Penalty: 3682.339600
	Iteration 37Q: 3 clusters Score -1.029056e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81654 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -10290712.000000 Penalty: 3682.339600
	Iteration 38Q: 3 clusters Score -1.029071e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -10290817.000000 Penalty: 3682.339600
	Iteration 39Q: 3 clusters Score -1.029082e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -10290902.000000 Penalty: 3682.339600
	Iteration 40F: 3 clusters Score -1.02909e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10290987.000000 Penalty: 3682.339600
	Iteration 41Q: 3 clusters Score -1.029099e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10291055.000000 Penalty: 3682.339600
	Iteration 42Q: 3 clusters Score -1.029106e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10291118.000000 Penalty: 3682.339600
	Iteration 43Q: 3 clusters Score -1.029112e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10291183.000000 Penalty: 3682.339600
	Iteration 44Q: 3 clusters Score -1.029118e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10291232.000000 Penalty: 3682.339600
	Iteration 45Q: 3 clusters Score -1.029123e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10291271.000000 Penalty: 3682.339600
	Iteration 46Q: 3 clusters Score -1.029127e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10291310.000000 Penalty: 3682.339600
	Iteration 47Q: 3 clusters Score -1.029131e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82620 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10291329.000000 Penalty: 3682.339600
	Iteration 48Q: 3 clusters Score -1.029133e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10291349.000000 Penalty: 3682.339600
	Iteration 49Q: 3 clusters Score -1.029135e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10291363.000000 Penalty: 3682.339600
	Iteration 50Q: 3 clusters Score -1.029136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10291385.000000 Penalty: 3682.339600
	Iteration 51Q: 3 clusters Score -1.029138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82729 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10291397.000000 Penalty: 3682.339600
	Iteration 52Q: 3 clusters Score -1.02914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10291399.000000 Penalty: 3682.339600
	Iteration 53Q: 3 clusters Score -1.02914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82752 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10291410.000000 Penalty: 3682.339600
	Iteration 54Q: 3 clusters Score -1.029141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10291409.000000 Penalty: 3682.339600
	Iteration 55Q: 3 clusters Score -1.029141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10291406.000000 Penalty: 3682.339600
	Iteration 56Q: 3 clusters Score -1.029141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82778 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10291414.000000 Penalty: 3682.339600
	Iteration 57Q: 3 clusters Score -1.029141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10291423.000000 Penalty: 3682.339600
	Iteration 58Q: 3 clusters Score -1.029142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82788 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10291421.000000 Penalty: 3682.339600
	Iteration 59Q: 3 clusters Score -1.029142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10291421.000000 Penalty: 3682.339600
	Iteration 60F: 3 clusters Score -1.029142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -486170.593750 Penalty: 1344.417114
	Iteration 0F: 2 clusters Score -486170.6 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 1988 members 
Entering Unmasked Estep 
Score: -482835.312500 Penalty: 2688.834229
	Iteration 0F: 3 clusters Score -482835.3 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -483722.125000 Penalty: 2688.834229
	Iteration 1F: 3 clusters Score -483722.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -483898.062500 Penalty: 2688.834229
	Iteration 2F: 3 clusters Score -483898.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -484004.031250 Penalty: 2688.834229
	Iteration 3F: 3 clusters Score -484004 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -484083.156250 Penalty: 2688.834229
	Iteration 4Q: 3 clusters Score -484083.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -484149.812500 Penalty: 2688.834229
	Iteration 5Q: 3 clusters Score -484149.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -484205.968750 Penalty: 2688.834229
	Iteration 6Q: 3 clusters Score -484206 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -484262.250000 Penalty: 2688.834229
	Iteration 7Q: 3 clusters Score -484262.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -484321.687500 Penalty: 2688.834229
	Iteration 8Q: 3 clusters Score -484321.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -484375.750000 Penalty: 2688.834229
	Iteration 9Q: 3 clusters Score -484375.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -484412.093750 Penalty: 2688.834229
	Iteration 10Q: 3 clusters Score -484412.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -484446.000000 Penalty: 2688.834229
	Iteration 11Q: 3 clusters Score -484446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -484483.625000 Penalty: 2688.834229
	Iteration 12Q: 3 clusters Score -484483.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -484531.062500 Penalty: 2688.834229
	Iteration 13Q: 3 clusters Score -484531.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -484576.031250 Penalty: 2688.834229
	Iteration 14Q: 3 clusters Score -484576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -484617.218750 Penalty: 2688.834229
	Iteration 15Q: 3 clusters Score -484617.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -484661.406250 Penalty: 2688.834229
	Iteration 16Q: 3 clusters Score -484661.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -484711.281250 Penalty: 2688.834229
	Iteration 17Q: 3 clusters Score -484711.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -484753.281250 Penalty: 2688.834229
	Iteration 18Q: 3 clusters Score -484753.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -484787.562500 Penalty: 2688.834229
	Iteration 19Q: 3 clusters Score -484787.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -484815.812500 Penalty: 2688.834229
	Iteration 20F: 3 clusters Score -484815.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -484843.812500 Penalty: 2688.834229
	Iteration 21Q: 3 clusters Score -484843.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -484862.593750 Penalty: 2688.834229
	Iteration 22Q: 3 clusters Score -484862.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -484882.875000 Penalty: 2688.834229
	Iteration 23Q: 3 clusters Score -484882.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -484900.218750 Penalty: 2688.834229
	Iteration 24Q: 3 clusters Score -484900.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -484908.812500 Penalty: 2688.834229
	Iteration 25Q: 3 clusters Score -484908.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -484915.000000 Penalty: 2688.834229
	Iteration 26Q: 3 clusters Score -484915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -484922.968750 Penalty: 2688.834229
	Iteration 27Q: 3 clusters Score -484923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -484928.562500 Penalty: 2688.834229
	Iteration 28Q: 3 clusters Score -484928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -484932.718750 Penalty: 2688.834229
	Iteration 29Q: 3 clusters Score -484932.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -484937.968750 Penalty: 2688.834229
	Iteration 30Q: 3 clusters Score -484938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -484939.531250 Penalty: 2688.834229
	Iteration 31Q: 3 clusters Score -484939.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -484940.125000 Penalty: 2688.834229
	Iteration 32Q: 3 clusters Score -484940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -484941.062500 Penalty: 2688.834229
	Iteration 33Q: 3 clusters Score -484941.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -484943.031250 Penalty: 2688.834229
	Iteration 34Q: 3 clusters Score -484943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -484945.750000 Penalty: 2688.834229
	Iteration 35Q: 3 clusters Score -484945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -484949.531250 Penalty: 2688.834229
	Iteration 36Q: 3 clusters Score -484949.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -484957.375000 Penalty: 2688.834229
	Iteration 37Q: 3 clusters Score -484957.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -484964.000000 Penalty: 2688.834229
	Iteration 38Q: 3 clusters Score -484964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -484972.812500 Penalty: 2688.834229
	Iteration 39Q: 3 clusters Score -484972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -484978.187500 Penalty: 2688.834229
	Iteration 40F: 3 clusters Score -484978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -484985.125000 Penalty: 2688.834229
	Iteration 41Q: 3 clusters Score -484985.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -484987.156250 Penalty: 2688.834229
	Iteration 42Q: 3 clusters Score -484987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -484987.687500 Penalty: 2688.834229
	Iteration 43Q: 3 clusters Score -484987.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -484987.687500 Penalty: 2688.834229
	Iteration 44F: 3 clusters Score -484987.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Entering Unmasked Estep 
Score: -3778513.000000 Penalty: 1676.666138
	Iteration 0F: 2 clusters Score -3778513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3757979.000000 Penalty: 3353.332275
	Iteration 0F: 3 clusters Score -3757979 nChanged 14061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3765719.500000 Penalty: 3353.332275
	Iteration 1F: 3 clusters Score -3765720 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3766094.250000 Penalty: 3353.332275
	Iteration 2Q: 3 clusters Score -3766094 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3766416.250000 Penalty: 3353.332275
	Iteration 3Q: 3 clusters Score -3766416 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3766739.000000 Penalty: 3353.332275
	Iteration 4Q: 3 clusters Score -3766739 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3767137.750000 Penalty: 3353.332275
	Iteration 5Q: 3 clusters Score -3767138 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3767556.750000 Penalty: 3353.332275
	Iteration 6Q: 3 clusters Score -3767557 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -3768111.750000 Penalty: 3353.332275
	Iteration 7Q: 3 clusters Score -3768112 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3768865.750000 Penalty: 3353.332275
	Iteration 8Q: 3 clusters Score -3768866 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3769829.750000 Penalty: 3353.332275
	Iteration 9F: 3 clusters Score -3769830 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3771097.000000 Penalty: 3353.332275
	Iteration 10F: 3 clusters Score -3771097 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3772423.750000 Penalty: 3353.332275
	Iteration 11F: 3 clusters Score -3772424 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3773699.000000 Penalty: 3353.332275
	Iteration 12F: 3 clusters Score -3773699 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -3774703.000000 Penalty: 3353.332275
	Iteration 13Q: 3 clusters Score -3774703 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -3775541.750000 Penalty: 3353.332275
	Iteration 14Q: 3 clusters Score -3775542 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -3776157.000000 Penalty: 3353.332275
	Iteration 15Q: 3 clusters Score -3776157 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -3776553.000000 Penalty: 3353.332275
	Iteration 16Q: 3 clusters Score -3776553 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3776776.000000 Penalty: 3353.332275
	Iteration 17Q: 3 clusters Score -3776776 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3776894.000000 Penalty: 3353.332275
	Iteration 18Q: 3 clusters Score -3776894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -3776944.000000 Penalty: 3353.332275
	Iteration 19Q: 3 clusters Score -3776944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3776980.250000 Penalty: 3353.332275
	Iteration 20F: 3 clusters Score -3776980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -3777004.000000 Penalty: 3353.332275
	Iteration 21Q: 3 clusters Score -3777004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3777017.750000 Penalty: 3353.332275
	Iteration 22Q: 3 clusters Score -3777018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -3777031.250000 Penalty: 3353.332275
	Iteration 23Q: 3 clusters Score -3777031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -3777043.250000 Penalty: 3353.332275
	Iteration 24Q: 3 clusters Score -3777043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3777045.750000 Penalty: 3353.332275
	Iteration 25Q: 3 clusters Score -3777046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3777044.750000 Penalty: 3353.332275
	Iteration 26Q: 3 clusters Score -3777045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -3777050.250000 Penalty: 3353.332275
	Iteration 27Q: 3 clusters Score -3777050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3777053.000000 Penalty: 3353.332275
	Iteration 28Q: 3 clusters Score -3777053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3777053.000000 Penalty: 3353.332275
	Iteration 29F: 3 clusters Score -3777053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Entering Unmasked Estep 
Score: -3325792.750000 Penalty: 1655.046265
	Iteration 0F: 2 clusters Score -3325793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3307871.750000 Penalty: 3310.092529
	Iteration 0F: 3 clusters Score -3307872 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3314679.500000 Penalty: 3310.092529
	Iteration 1F: 3 clusters Score -3314680 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3314933.250000 Penalty: 3310.092529
	Iteration 2Q: 3 clusters Score -3314933 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3315129.500000 Penalty: 3310.092529
	Iteration 3Q: 3 clusters Score -3315130 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3315382.000000 Penalty: 3310.092529
	Iteration 4Q: 3 clusters Score -3315382 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -3315637.750000 Penalty: 3310.092529
	Iteration 5Q: 3 clusters Score -3315638 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3315978.250000 Penalty: 3310.092529
	Iteration 6Q: 3 clusters Score -3315978 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3316535.500000 Penalty: 3310.092529
	Iteration 7Q: 3 clusters Score -3316536 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3317380.250000 Penalty: 3310.092529
	Iteration 8F: 3 clusters Score -3317380 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -3318536.500000 Penalty: 3310.092529
	Iteration 9F: 3 clusters Score -3318536 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -3320008.250000 Penalty: 3310.092529
	Iteration 10F: 3 clusters Score -3320008 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -3321545.500000 Penalty: 3310.092529
	Iteration 11F: 3 clusters Score -3321546 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3322766.500000 Penalty: 3310.092529
	Iteration 12F: 3 clusters Score -3322766 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3323514.500000 Penalty: 3310.092529
	Iteration 13Q: 3 clusters Score -3323514 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3323930.750000 Penalty: 3310.092529
	Iteration 14Q: 3 clusters Score -3323931 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -3324114.000000 Penalty: 3310.092529
	Iteration 15Q: 3 clusters Score -3324114 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3324192.250000 Penalty: 3310.092529
	Iteration 16Q: 3 clusters Score -3324192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3324249.750000 Penalty: 3310.092529
	Iteration 17Q: 3 clusters Score -3324250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -3324279.500000 Penalty: 3310.092529
	Iteration 18Q: 3 clusters Score -3324280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3324292.250000 Penalty: 3310.092529
	Iteration 19Q: 3 clusters Score -3324292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3324302.750000 Penalty: 3310.092529
	Iteration 20F: 3 clusters Score -3324303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3324313.750000 Penalty: 3310.092529
	Iteration 21Q: 3 clusters Score -3324314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3324318.500000 Penalty: 3310.092529
	Iteration 22Q: 3 clusters Score -3324318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3324320.500000 Penalty: 3310.092529
	Iteration 23Q: 3 clusters Score -3324320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3324323.000000 Penalty: 3310.092529
	Iteration 24Q: 3 clusters Score -3324323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3324323.000000 Penalty: 3310.092529
	Iteration 25F: 3 clusters Score -3324323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Entering Unmasked Estep 
Score: -754497.562500 Penalty: 1424.082397
	Iteration 0F: 2 clusters Score -754497.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -749680.250000 Penalty: 2848.164795
	Iteration 0F: 3 clusters Score -749680.2 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -751183.000000 Penalty: 2848.164795
	Iteration 1F: 3 clusters Score -751183 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -751455.875000 Penalty: 2848.164795
	Iteration 2F: 3 clusters Score -751455.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -751645.687500 Penalty: 2848.164795
	Iteration 3F: 3 clusters Score -751645.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -751817.125000 Penalty: 2848.164795
	Iteration 4Q: 3 clusters Score -751817.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -751980.625000 Penalty: 2848.164795
	Iteration 5Q: 3 clusters Score -751980.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -752133.625000 Penalty: 2848.164795
	Iteration 6Q: 3 clusters Score -752133.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -752287.250000 Penalty: 2848.164795
	Iteration 7Q: 3 clusters Score -752287.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -752435.062500 Penalty: 2848.164795
	Iteration 8Q: 3 clusters Score -752435.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -752588.062500 Penalty: 2848.164795
	Iteration 9Q: 3 clusters Score -752588.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -752744.687500 Penalty: 2848.164795
	Iteration 10Q: 3 clusters Score -752744.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -752885.312500 Penalty: 2848.164795
	Iteration 11Q: 3 clusters Score -752885.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -752990.625000 Penalty: 2848.164795
	Iteration 12Q: 3 clusters Score -752990.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -753060.125000 Penalty: 2848.164795
	Iteration 13Q: 3 clusters Score -753060.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -753127.250000 Penalty: 2848.164795
	Iteration 14Q: 3 clusters Score -753127.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -753177.437500 Penalty: 2848.164795
	Iteration 15Q: 3 clusters Score -753177.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -753223.375000 Penalty: 2848.164795
	Iteration 16Q: 3 clusters Score -753223.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -753253.750000 Penalty: 2848.164795
	Iteration 17Q: 3 clusters Score -753253.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -753278.812500 Penalty: 2848.164795
	Iteration 18Q: 3 clusters Score -753278.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -753308.000000 Penalty: 2848.164795
	Iteration 19Q: 3 clusters Score -753308 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -753338.750000 Penalty: 2848.164795
	Iteration 20F: 3 clusters Score -753338.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -753357.062500 Penalty: 2848.164795
	Iteration 21Q: 3 clusters Score -753357.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -753376.187500 Penalty: 2848.164795
	Iteration 22Q: 3 clusters Score -753376.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -753395.125000 Penalty: 2848.164795
	Iteration 23Q: 3 clusters Score -753395.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -753416.312500 Penalty: 2848.164795
	Iteration 24Q: 3 clusters Score -753416.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -753430.062500 Penalty: 2848.164795
	Iteration 25Q: 3 clusters Score -753430.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -753436.375000 Penalty: 2848.164795
	Iteration 26Q: 3 clusters Score -753436.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -753446.562500 Penalty: 2848.164795
	Iteration 27Q: 3 clusters Score -753446.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -753453.750000 Penalty: 2848.164795
	Iteration 28Q: 3 clusters Score -753453.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -753461.625000 Penalty: 2848.164795
	Iteration 29Q: 3 clusters Score -753461.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -753471.187500 Penalty: 2848.164795
	Iteration 30Q: 3 clusters Score -753471.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -753481.687500 Penalty: 2848.164795
	Iteration 31Q: 3 clusters Score -753481.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -753493.312500 Penalty: 2848.164795
	Iteration 32Q: 3 clusters Score -753493.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -753499.562500 Penalty: 2848.164795
	Iteration 33Q: 3 clusters Score -753499.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -753506.562500 Penalty: 2848.164795
	Iteration 34Q: 3 clusters Score -753506.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -753513.687500 Penalty: 2848.164795
	Iteration 35Q: 3 clusters Score -753513.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -753522.562500 Penalty: 2848.164795
	Iteration 36Q: 3 clusters Score -753522.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -753531.625000 Penalty: 2848.164795
	Iteration 37Q: 3 clusters Score -753531.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -753538.187500 Penalty: 2848.164795
	Iteration 38Q: 3 clusters Score -753538.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -753544.062500 Penalty: 2848.164795
	Iteration 39Q: 3 clusters Score -753544.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -753552.875000 Penalty: 2848.164795
	Iteration 40F: 3 clusters Score -753552.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -753561.375000 Penalty: 2848.164795
	Iteration 41Q: 3 clusters Score -753561.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -753566.375000 Penalty: 2848.164795
	Iteration 42Q: 3 clusters Score -753566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -753566.687500 Penalty: 2848.164795
	Iteration 43Q: 3 clusters Score -753566.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -753567.000000 Penalty: 2848.164795
	Iteration 44Q: 3 clusters Score -753567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -753568.187500 Penalty: 2848.164795
	Iteration 45Q: 3 clusters Score -753568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -753567.125000 Penalty: 2848.164795
	Iteration 46Q: 3 clusters Score -753567.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -753568.375000 Penalty: 2848.164795
	Iteration 47Q: 3 clusters Score -753568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -753568.750000 Penalty: 2848.164795
	Iteration 48Q: 3 clusters Score -753568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -753568.750000 Penalty: 2848.164795
	Iteration 49F: 3 clusters Score -753568.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Entering Unmasked Estep 
Score: -4687564.000000 Penalty: 1708.857910
	Iteration 0F: 2 clusters Score -4687564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -4662628.000000 Penalty: 3417.715820
	Iteration 0F: 3 clusters Score -4662628 nChanged 17206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -4672181.000000 Penalty: 3417.715820
	Iteration 1F: 3 clusters Score -4672181 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -4672531.500000 Penalty: 3417.715820
	Iteration 2Q: 3 clusters Score -4672532 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -4672974.000000 Penalty: 3417.715820
	Iteration 3Q: 3 clusters Score -4672974 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -4673494.500000 Penalty: 3417.715820
	Iteration 4Q: 3 clusters Score -4673494 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -4674146.000000 Penalty: 3417.715820
	Iteration 5Q: 3 clusters Score -4674146 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -4675216.500000 Penalty: 3417.715820
	Iteration 6F: 3 clusters Score -4675216 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -4676767.500000 Penalty: 3417.715820
	Iteration 7F: 3 clusters Score -4676768 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -4678966.500000 Penalty: 3417.715820
	Iteration 8F: 3 clusters Score -4678966 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -4681398.000000 Penalty: 3417.715820
	Iteration 9F: 3 clusters Score -4681398 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -4683452.500000 Penalty: 3417.715820
	Iteration 10F: 3 clusters Score -4683452 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4684766.000000 Penalty: 3417.715820
	Iteration 11Q: 3 clusters Score -4684766 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -4685412.500000 Penalty: 3417.715820
	Iteration 12Q: 3 clusters Score -4685412 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -4685719.500000 Penalty: 3417.715820
	Iteration 13Q: 3 clusters Score -4685720 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -4685890.500000 Penalty: 3417.715820
	Iteration 14Q: 3 clusters Score -4685890 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -4685978.500000 Penalty: 3417.715820
	Iteration 15Q: 3 clusters Score -4685978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4686025.000000 Penalty: 3417.715820
	Iteration 16Q: 3 clusters Score -4686025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -4686040.500000 Penalty: 3417.715820
	Iteration 17Q: 3 clusters Score -4686040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4686063.000000 Penalty: 3417.715820
	Iteration 18Q: 3 clusters Score -4686063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4686062.500000 Penalty: 3417.715820
	Iteration 19Q: 3 clusters Score -4686062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -4686059.500000 Penalty: 3417.715820
	Iteration 20F: 3 clusters Score -4686060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4686064.500000 Penalty: 3417.715820
	Iteration 21Q: 3 clusters Score -4686064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -4686065.000000 Penalty: 3417.715820
	Iteration 22Q: 3 clusters Score -4686065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -4686065.000000 Penalty: 3417.715820
	Iteration 23Q: 3 clusters Score -4686065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -4686065.000000 Penalty: 3417.715820
	Iteration 24F: 3 clusters Score -4686065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -195674.578125 Penalty: 1199.494019
	Iteration 0F: 2 clusters Score -195674.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -193829.593750 Penalty: 2398.988037
	Iteration 0F: 3 clusters Score -193829.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -194194.406250 Penalty: 2398.988037
	Iteration 1F: 3 clusters Score -194194.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -194286.375000 Penalty: 2398.988037
	Iteration 2F: 3 clusters Score -194286.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -194363.718750 Penalty: 2398.988037
	Iteration 3F: 3 clusters Score -194363.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194421.796875 Penalty: 2398.988037
	Iteration 4Q: 3 clusters Score -194421.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -194451.187500 Penalty: 2398.988037
	Iteration 5Q: 3 clusters Score -194451.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -194463.250000 Penalty: 2398.988037
	Iteration 6Q: 3 clusters Score -194463.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -194476.171875 Penalty: 2398.988037
	Iteration 7Q: 3 clusters Score -194476.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -194487.359375 Penalty: 2398.988037
	Iteration 8Q: 3 clusters Score -194487.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -194495.281250 Penalty: 2398.988037
	Iteration 9Q: 3 clusters Score -194495.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -194500.968750 Penalty: 2398.988037
	Iteration 10Q: 3 clusters Score -194501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -194506.437500 Penalty: 2398.988037
	Iteration 11Q: 3 clusters Score -194506.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -194509.937500 Penalty: 2398.988037
	Iteration 12Q: 3 clusters Score -194509.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -194515.328125 Penalty: 2398.988037
	Iteration 13Q: 3 clusters Score -194515.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -194521.375000 Penalty: 2398.988037
	Iteration 14Q: 3 clusters Score -194521.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -194526.328125 Penalty: 2398.988037
	Iteration 15Q: 3 clusters Score -194526.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -194529.875000 Penalty: 2398.988037
	Iteration 16Q: 3 clusters Score -194529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -194530.453125 Penalty: 2398.988037
	Iteration 17Q: 3 clusters Score -194530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -194531.921875 Penalty: 2398.988037
	Iteration 18Q: 3 clusters Score -194531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -194534.468750 Penalty: 2398.988037
	Iteration 19Q: 3 clusters Score -194534.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -194535.328125 Penalty: 2398.988037
	Iteration 20F: 3 clusters Score -194535.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -364243.781250 Penalty: 1299.401611
	Iteration 0F: 2 clusters Score -364243.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -361533.375000 Penalty: 2598.803223
	Iteration 0F: 3 clusters Score -361533.4 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -362204.125000 Penalty: 2598.803223
	Iteration 1F: 3 clusters Score -362204.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -362373.312500 Penalty: 2598.803223
	Iteration 2F: 3 clusters Score -362373.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -362471.718750 Penalty: 2598.803223
	Iteration 3F: 3 clusters Score -362471.7 nChanged 113
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: -362530.937500 Penalty: 2598.803223
	Iteration 4Q: 3 clusters Score -362530.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -362569.625000 Penalty: 2598.803223
	Iteration 5Q: 3 clusters Score -362569.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -362609.593750 Penalty: 2598.803223
	Iteration 6Q: 3 clusters Score -362609.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -362656.468750 Penalty: 2598.803223
	Iteration 7Q: 3 clusters Score -362656.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -362698.562500 Penalty: 2598.803223
	Iteration 8Q: 3 clusters Score -362698.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -362733.875000 Penalty: 2598.803223
	Iteration 9Q: 3 clusters Score -362733.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -362763.281250 Penalty: 2598.803223
	Iteration 10Q: 3 clusters Score -362763.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -362786.593750 Penalty: 2598.803223
	Iteration 11Q: 3 clusters Score -362786.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -362813.718750 Penalty: 2598.803223
	Iteration 12Q: 3 clusters Score -362813.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -362842.437500 Penalty: 2598.803223
	Iteration 13Q: 3 clusters Score -362842.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -362883.812500 Penalty: 2598.803223
	Iteration 14Q: 3 clusters Score -362883.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -362926.250000 Penalty: 2598.803223
	Iteration 15Q: 3 clusters Score -362926.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -362970.125000 Penalty: 2598.803223
	Iteration 16Q: 3 clusters Score -362970.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -363007.875000 Penalty: 2598.803223
	Iteration 17Q: 3 clusters Score -363007.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -363046.000000 Penalty: 2598.803223
	Iteration 18Q: 3 clusters Score -363046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -363096.375000 Penalty: 2598.803223
	Iteration 19Q: 3 clusters Score -363096.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -363145.437500 Penalty: 2598.803223
	Iteration 20F: 3 clusters Score -363145.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -363199.343750 Penalty: 2598.803223
	Iteration 21Q: 3 clusters Score -363199.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -363242.406250 Penalty: 2598.803223
	Iteration 22Q: 3 clusters Score -363242.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -363300.218750 Penalty: 2598.803223
	Iteration 23Q: 3 clusters Score -363300.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -363372.000000 Penalty: 2598.803223
	Iteration 24Q: 3 clusters Score -363372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -363456.500000 Penalty: 2598.803223
	Iteration 25Q: 3 clusters Score -363456.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -363523.218750 Penalty: 2598.803223
	Iteration 26Q: 3 clusters Score -363523.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -363562.875000 Penalty: 2598.803223
	Iteration 27Q: 3 clusters Score -363562.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -363596.875000 Penalty: 2598.803223
	Iteration 28Q: 3 clusters Score -363596.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -363626.281250 Penalty: 2598.803223
	Iteration 29Q: 3 clusters Score -363626.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -363651.250000 Penalty: 2598.803223
	Iteration 30Q: 3 clusters Score -363651.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -363673.812500 Penalty: 2598.803223
	Iteration 31Q: 3 clusters Score -363673.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -363684.656250 Penalty: 2598.803223
	Iteration 32Q: 3 clusters Score -363684.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -363695.781250 Penalty: 2598.803223
	Iteration 33Q: 3 clusters Score -363695.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -363707.593750 Penalty: 2598.803223
	Iteration 34Q: 3 clusters Score -363707.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -363714.500000 Penalty: 2598.803223
	Iteration 35Q: 3 clusters Score -363714.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -363718.343750 Penalty: 2598.803223
	Iteration 36Q: 3 clusters Score -363718.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -363719.781250 Penalty: 2598.803223
	Iteration 37Q: 3 clusters Score -363719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -363721.343750 Penalty: 2598.803223
	Iteration 38Q: 3 clusters Score -363721.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -363721.781250 Penalty: 2598.803223
	Iteration 39Q: 3 clusters Score -363721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -363723.656250 Penalty: 2598.803223
	Iteration 40F: 3 clusters Score -363723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -363724.531250 Penalty: 2598.803223
	Iteration 41Q: 3 clusters Score -363724.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -363724.531250 Penalty: 2598.803223
	Iteration 42F: 3 clusters Score -363724.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Entering Unmasked Estep 
Score: -1181941.500000 Penalty: 1485.671997
	Iteration 0F: 2 clusters Score -1181942 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 4687 members 
Entering Unmasked Estep 
Score: -1175139.500000 Penalty: 2971.343994
	Iteration 0F: 3 clusters Score -1175140 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1177334.125000 Penalty: 2971.343994
	Iteration 1F: 3 clusters Score -1177334 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1177544.125000 Penalty: 2971.343994
	Iteration 2F: 3 clusters Score -1177544 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1177675.625000 Penalty: 2971.343994
	Iteration 3Q: 3 clusters Score -1177676 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1177776.250000 Penalty: 2971.343994
	Iteration 4Q: 3 clusters Score -1177776 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1177855.625000 Penalty: 2971.343994
	Iteration 5Q: 3 clusters Score -1177856 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1177922.125000 Penalty: 2971.343994
	Iteration 6Q: 3 clusters Score -1177922 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1178006.875000 Penalty: 2971.343994
	Iteration 7Q: 3 clusters Score -1178007 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1178113.000000 Penalty: 2971.343994
	Iteration 8Q: 3 clusters Score -1178113 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1178216.000000 Penalty: 2971.343994
	Iteration 9Q: 3 clusters Score -1178216 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1178327.625000 Penalty: 2971.343994
	Iteration 10Q: 3 clusters Score -1178328 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1178449.250000 Penalty: 2971.343994
	Iteration 11Q: 3 clusters Score -1178449 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1178591.625000 Penalty: 2971.343994
	Iteration 12Q: 3 clusters Score -1178592 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1178756.625000 Penalty: 2971.343994
	Iteration 13Q: 3 clusters Score -1178757 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1178934.875000 Penalty: 2971.343994
	Iteration 14Q: 3 clusters Score -1178935 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1179159.875000 Penalty: 2971.343994
	Iteration 15Q: 3 clusters Score -1179160 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1179403.625000 Penalty: 2971.343994
	Iteration 16Q: 3 clusters Score -1179404 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1179643.500000 Penalty: 2971.343994
	Iteration 17Q: 3 clusters Score -1179644 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1179867.000000 Penalty: 2971.343994
	Iteration 18Q: 3 clusters Score -1179867 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1180031.875000 Penalty: 2971.343994
	Iteration 19Q: 3 clusters Score -1180032 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1180169.125000 Penalty: 2971.343994
	Iteration 20F: 3 clusters Score -1180169 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1180260.250000 Penalty: 2971.343994
	Iteration 21Q: 3 clusters Score -1180260 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1180330.000000 Penalty: 2971.343994
	Iteration 22Q: 3 clusters Score -1180330 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1180386.250000 Penalty: 2971.343994
	Iteration 23Q: 3 clusters Score -1180386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1180431.375000 Penalty: 2971.343994
	Iteration 24Q: 3 clusters Score -1180431 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1180467.625000 Penalty: 2971.343994
	Iteration 25Q: 3 clusters Score -1180468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1180493.000000 Penalty: 2971.343994
	Iteration 26Q: 3 clusters Score -1180493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1180517.500000 Penalty: 2971.343994
	Iteration 27Q: 3 clusters Score -1180518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1180532.500000 Penalty: 2971.343994
	Iteration 28Q: 3 clusters Score -1180532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1180544.125000 Penalty: 2971.343994
	Iteration 29Q: 3 clusters Score -1180544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1180550.375000 Penalty: 2971.343994
	Iteration 30Q: 3 clusters Score -1180550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1180561.750000 Penalty: 2971.343994
	Iteration 31Q: 3 clusters Score -1180562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1180572.000000 Penalty: 2971.343994
	Iteration 32Q: 3 clusters Score -1180572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1180586.000000 Penalty: 2971.343994
	Iteration 33Q: 3 clusters Score -1180586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1180597.125000 Penalty: 2971.343994
	Iteration 34Q: 3 clusters Score -1180597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1180605.000000 Penalty: 2971.343994
	Iteration 35Q: 3 clusters Score -1180605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1180607.125000 Penalty: 2971.343994
	Iteration 36Q: 3 clusters Score -1180607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1180610.250000 Penalty: 2971.343994
	Iteration 37Q: 3 clusters Score -1180610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1180613.875000 Penalty: 2971.343994
	Iteration 38Q: 3 clusters Score -1180614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1180622.375000 Penalty: 2971.343994
	Iteration 39Q: 3 clusters Score -1180622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1180628.000000 Penalty: 2971.343994
	Iteration 40F: 3 clusters Score -1180628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1180633.000000 Penalty: 2971.343994
	Iteration 41Q: 3 clusters Score -1180633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1180634.125000 Penalty: 2971.343994
	Iteration 42Q: 3 clusters Score -1180634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1180636.500000 Penalty: 2971.343994
	Iteration 43Q: 3 clusters Score -1180636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1180639.125000 Penalty: 2971.343994
	Iteration 44Q: 3 clusters Score -1180639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1180640.750000 Penalty: 2971.343994
	Iteration 45Q: 3 clusters Score -1180641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1180641.750000 Penalty: 2971.343994
	Iteration 46Q: 3 clusters Score -1180642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1180644.250000 Penalty: 2971.343994
	Iteration 47Q: 3 clusters Score -1180644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1180644.000000 Penalty: 2971.343994
	Iteration 48Q: 3 clusters Score -1180644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1180644.750000 Penalty: 2971.343994
	Iteration 49Q: 3 clusters Score -1180645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1180645.875000 Penalty: 2971.343994
	Iteration 50Q: 3 clusters Score -1180646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1180645.875000 Penalty: 2971.343994
	Iteration 51F: 3 clusters Score -1180646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -590953.000000 Penalty: 1384.498169
	Iteration 0F: 2 clusters Score -590953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -586962.187500 Penalty: 2768.996338
	Iteration 0F: 3 clusters Score -586962.2 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -588038.687500 Penalty: 2768.996338
	Iteration 1F: 3 clusters Score -588038.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -588258.250000 Penalty: 2768.996338
	Iteration 2F: 3 clusters Score -588258.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -588422.312500 Penalty: 2768.996338
	Iteration 3F: 3 clusters Score -588422.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -588518.937500 Penalty: 2768.996338
	Iteration 4Q: 3 clusters Score -588518.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -588577.500000 Penalty: 2768.996338
	Iteration 5Q: 3 clusters Score -588577.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -588623.000000 Penalty: 2768.996338
	Iteration 6Q: 3 clusters Score -588623 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -588663.187500 Penalty: 2768.996338
	Iteration 7Q: 3 clusters Score -588663.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -588693.312500 Penalty: 2768.996338
	Iteration 8Q: 3 clusters Score -588693.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -588725.750000 Penalty: 2768.996338
	Iteration 9Q: 3 clusters Score -588725.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -588750.750000 Penalty: 2768.996338
	Iteration 10Q: 3 clusters Score -588750.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -588775.187500 Penalty: 2768.996338
	Iteration 11Q: 3 clusters Score -588775.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -588796.875000 Penalty: 2768.996338
	Iteration 12Q: 3 clusters Score -588796.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -588818.250000 Penalty: 2768.996338
	Iteration 13Q: 3 clusters Score -588818.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -588838.500000 Penalty: 2768.996338
	Iteration 14Q: 3 clusters Score -588838.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -588872.375000 Penalty: 2768.996338
	Iteration 15Q: 3 clusters Score -588872.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -588901.500000 Penalty: 2768.996338
	Iteration 16Q: 3 clusters Score -588901.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -588924.625000 Penalty: 2768.996338
	Iteration 17Q: 3 clusters Score -588924.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -588939.500000 Penalty: 2768.996338
	Iteration 18Q: 3 clusters Score -588939.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -588949.750000 Penalty: 2768.996338
	Iteration 19Q: 3 clusters Score -588949.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -588955.625000 Penalty: 2768.996338
	Iteration 20F: 3 clusters Score -588955.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -588963.562500 Penalty: 2768.996338
	Iteration 21Q: 3 clusters Score -588963.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -588970.000000 Penalty: 2768.996338
	Iteration 22Q: 3 clusters Score -588970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -588976.437500 Penalty: 2768.996338
	Iteration 23Q: 3 clusters Score -588976.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -588981.562500 Penalty: 2768.996338
	Iteration 24Q: 3 clusters Score -588981.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -588985.625000 Penalty: 2768.996338
	Iteration 25Q: 3 clusters Score -588985.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -588989.937500 Penalty: 2768.996338
	Iteration 26Q: 3 clusters Score -588989.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -588994.812500 Penalty: 2768.996338
	Iteration 27Q: 3 clusters Score -588994.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -589001.062500 Penalty: 2768.996338
	Iteration 28Q: 3 clusters Score -589001.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -589005.500000 Penalty: 2768.996338
	Iteration 29Q: 3 clusters Score -589005.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -589013.687500 Penalty: 2768.996338
	Iteration 30Q: 3 clusters Score -589013.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -589021.500000 Penalty: 2768.996338
	Iteration 31Q: 3 clusters Score -589021.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -589026.250000 Penalty: 2768.996338
	Iteration 32Q: 3 clusters Score -589026.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -589031.000000 Penalty: 2768.996338
	Iteration 33Q: 3 clusters Score -589031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -589038.125000 Penalty: 2768.996338
	Iteration 34Q: 3 clusters Score -589038.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -589045.312500 Penalty: 2768.996338
	Iteration 35Q: 3 clusters Score -589045.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -589052.062500 Penalty: 2768.996338
	Iteration 36Q: 3 clusters Score -589052.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -589063.875000 Penalty: 2768.996338
	Iteration 37Q: 3 clusters Score -589063.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -589072.375000 Penalty: 2768.996338
	Iteration 38Q: 3 clusters Score -589072.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -589082.562500 Penalty: 2768.996338
	Iteration 39Q: 3 clusters Score -589082.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -589094.000000 Penalty: 2768.996338
	Iteration 40F: 3 clusters Score -589094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -589105.625000 Penalty: 2768.996338
	Iteration 41Q: 3 clusters Score -589105.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -589119.062500 Penalty: 2768.996338
	Iteration 42Q: 3 clusters Score -589119.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -589132.437500 Penalty: 2768.996338
	Iteration 43Q: 3 clusters Score -589132.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -589146.062500 Penalty: 2768.996338
	Iteration 44Q: 3 clusters Score -589146.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -589162.000000 Penalty: 2768.996338
	Iteration 45Q: 3 clusters Score -589162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -589184.187500 Penalty: 2768.996338
	Iteration 46Q: 3 clusters Score -589184.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -589209.625000 Penalty: 2768.996338
	Iteration 47Q: 3 clusters Score -589209.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -589233.500000 Penalty: 2768.996338
	Iteration 48Q: 3 clusters Score -589233.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -589261.500000 Penalty: 2768.996338
	Iteration 49Q: 3 clusters Score -589261.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -589298.812500 Penalty: 2768.996338
	Iteration 50Q: 3 clusters Score -589298.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -589335.562500 Penalty: 2768.996338
	Iteration 51Q: 3 clusters Score -589335.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -589378.562500 Penalty: 2768.996338
	Iteration 52Q: 3 clusters Score -589378.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -589415.375000 Penalty: 2768.996338
	Iteration 53Q: 3 clusters Score -589415.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -589453.625000 Penalty: 2768.996338
	Iteration 54Q: 3 clusters Score -589453.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -589486.062500 Penalty: 2768.996338
	Iteration 55Q: 3 clusters Score -589486.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -589517.062500 Penalty: 2768.996338
	Iteration 56Q: 3 clusters Score -589517.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -589541.625000 Penalty: 2768.996338
	Iteration 57Q: 3 clusters Score -589541.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -589563.000000 Penalty: 2768.996338
	Iteration 58Q: 3 clusters Score -589563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -589575.687500 Penalty: 2768.996338
	Iteration 59Q: 3 clusters Score -589575.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -589588.125000 Penalty: 2768.996338
	Iteration 60F: 3 clusters Score -589588.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -589599.812500 Penalty: 2768.996338
	Iteration 61Q: 3 clusters Score -589599.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -589616.312500 Penalty: 2768.996338
	Iteration 62Q: 3 clusters Score -589616.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -589630.125000 Penalty: 2768.996338
	Iteration 63Q: 3 clusters Score -589630.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -589637.062500 Penalty: 2768.996338
	Iteration 64Q: 3 clusters Score -589637.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -589648.125000 Penalty: 2768.996338
	Iteration 65Q: 3 clusters Score -589648.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -589656.437500 Penalty: 2768.996338
	Iteration 66Q: 3 clusters Score -589656.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -589664.000000 Penalty: 2768.996338
	Iteration 67Q: 3 clusters Score -589664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -589674.062500 Penalty: 2768.996338
	Iteration 68Q: 3 clusters Score -589674.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -589693.187500 Penalty: 2768.996338
	Iteration 69Q: 3 clusters Score -589693.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -589707.437500 Penalty: 2768.996338
	Iteration 70Q: 3 clusters Score -589707.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -589720.812500 Penalty: 2768.996338
	Iteration 71Q: 3 clusters Score -589720.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -589733.250000 Penalty: 2768.996338
	Iteration 72Q: 3 clusters Score -589733.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -589743.937500 Penalty: 2768.996338
	Iteration 73Q: 3 clusters Score -589743.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -589757.062500 Penalty: 2768.996338
	Iteration 74Q: 3 clusters Score -589757.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -589764.750000 Penalty: 2768.996338
	Iteration 75Q: 3 clusters Score -589764.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -589772.875000 Penalty: 2768.996338
	Iteration 76Q: 3 clusters Score -589772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -589776.125000 Penalty: 2768.996338
	Iteration 77Q: 3 clusters Score -589776.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -589779.562500 Penalty: 2768.996338
	Iteration 78Q: 3 clusters Score -589779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -589780.375000 Penalty: 2768.996338
	Iteration 79Q: 3 clusters Score -589780.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -589782.000000 Penalty: 2768.996338
	Iteration 80F: 3 clusters Score -589782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -589784.125000 Penalty: 2768.996338
	Iteration 81Q: 3 clusters Score -589784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -589789.125000 Penalty: 2768.996338
	Iteration 82Q: 3 clusters Score -589789.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -589796.437500 Penalty: 2768.996338
	Iteration 83Q: 3 clusters Score -589796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -589798.312500 Penalty: 2768.996338
	Iteration 84Q: 3 clusters Score -589798.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -589801.250000 Penalty: 2768.996338
	Iteration 85Q: 3 clusters Score -589801.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -589801.437500 Penalty: 2768.996338
	Iteration 86Q: 3 clusters Score -589801.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -589802.437500 Penalty: 2768.996338
	Iteration 87Q: 3 clusters Score -589802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -589802.437500 Penalty: 2768.996338
	Iteration 88F: 3 clusters Score -589802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Entering Unmasked Estep 
Score: -387876.562500 Penalty: 1308.653320
	Iteration 0F: 2 clusters Score -387876.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -385017.906250 Penalty: 2617.306641
	Iteration 0F: 3 clusters Score -385017.9 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -385711.937500 Penalty: 2617.306641
	Iteration 1F: 3 clusters Score -385711.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -385876.468750 Penalty: 2617.306641
	Iteration 2F: 3 clusters Score -385876.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -385982.531250 Penalty: 2617.306641
	Iteration 3F: 3 clusters Score -385982.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -386059.156250 Penalty: 2617.306641
	Iteration 4Q: 3 clusters Score -386059.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -386126.156250 Penalty: 2617.306641
	Iteration 5Q: 3 clusters Score -386126.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -386196.500000 Penalty: 2617.306641
	Iteration 6Q: 3 clusters Score -386196.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -386272.968750 Penalty: 2617.306641
	Iteration 7Q: 3 clusters Score -386273 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -386339.968750 Penalty: 2617.306641
	Iteration 8Q: 3 clusters Score -386340 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -386419.312500 Penalty: 2617.306641
	Iteration 9Q: 3 clusters Score -386419.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -386469.937500 Penalty: 2617.306641
	Iteration 10Q: 3 clusters Score -386469.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -386523.031250 Penalty: 2617.306641
	Iteration 11Q: 3 clusters Score -386523 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -386578.750000 Penalty: 2617.306641
	Iteration 12Q: 3 clusters Score -386578.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -386640.281250 Penalty: 2617.306641
	Iteration 13Q: 3 clusters Score -386640.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -386684.656250 Penalty: 2617.306641
	Iteration 14Q: 3 clusters Score -386684.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -386713.906250 Penalty: 2617.306641
	Iteration 15Q: 3 clusters Score -386713.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -386741.125000 Penalty: 2617.306641
	Iteration 16Q: 3 clusters Score -386741.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -386762.125000 Penalty: 2617.306641
	Iteration 17Q: 3 clusters Score -386762.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -386779.187500 Penalty: 2617.306641
	Iteration 18Q: 3 clusters Score -386779.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -386791.062500 Penalty: 2617.306641
	Iteration 19Q: 3 clusters Score -386791.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -386798.218750 Penalty: 2617.306641
	Iteration 20F: 3 clusters Score -386798.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -386808.218750 Penalty: 2617.306641
	Iteration 21Q: 3 clusters Score -386808.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -386817.875000 Penalty: 2617.306641
	Iteration 22Q: 3 clusters Score -386817.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -386825.437500 Penalty: 2617.306641
	Iteration 23Q: 3 clusters Score -386825.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -386832.406250 Penalty: 2617.306641
	Iteration 24Q: 3 clusters Score -386832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -386833.875000 Penalty: 2617.306641
	Iteration 25Q: 3 clusters Score -386833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -386836.968750 Penalty: 2617.306641
	Iteration 26Q: 3 clusters Score -386837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -386838.875000 Penalty: 2617.306641
	Iteration 27Q: 3 clusters Score -386838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -386842.875000 Penalty: 2617.306641
	Iteration 28Q: 3 clusters Score -386842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -386845.250000 Penalty: 2617.306641
	Iteration 29Q: 3 clusters Score -386845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -386846.531250 Penalty: 2617.306641
	Iteration 30Q: 3 clusters Score -386846.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -386847.375000 Penalty: 2617.306641
	Iteration 31Q: 3 clusters Score -386847.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -386848.750000 Penalty: 2617.306641
	Iteration 32Q: 3 clusters Score -386848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -386849.000000 Penalty: 2617.306641
	Iteration 33Q: 3 clusters Score -386849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -386849.625000 Penalty: 2617.306641
	Iteration 34Q: 3 clusters Score -386849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -386849.656250 Penalty: 2617.306641
	Iteration 35Q: 3 clusters Score -386849.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -386849.656250 Penalty: 2617.306641
	Iteration 36F: 3 clusters Score -386849.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Entering Unmasked Estep 
Score: -427547.406250 Penalty: 1328.114380
	Iteration 0F: 2 clusters Score -427547.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -424489.687500 Penalty: 2656.228760
	Iteration 0F: 3 clusters Score -424489.7 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -425264.906250 Penalty: 2656.228760
	Iteration 1F: 3 clusters Score -425264.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -425418.562500 Penalty: 2656.228760
	Iteration 2F: 3 clusters Score -425418.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -425521.718750 Penalty: 2656.228760
	Iteration 3F: 3 clusters Score -425521.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -425606.843750 Penalty: 2656.228760
	Iteration 4Q: 3 clusters Score -425606.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -425689.125000 Penalty: 2656.228760
	Iteration 5Q: 3 clusters Score -425689.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -425746.312500 Penalty: 2656.228760
	Iteration 6Q: 3 clusters Score -425746.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -425785.843750 Penalty: 2656.228760
	Iteration 7Q: 3 clusters Score -425785.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -425807.750000 Penalty: 2656.228760
	Iteration 8Q: 3 clusters Score -425807.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -425821.593750 Penalty: 2656.228760
	Iteration 9Q: 3 clusters Score -425821.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -425833.156250 Penalty: 2656.228760
	Iteration 10Q: 3 clusters Score -425833.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -425844.656250 Penalty: 2656.228760
	Iteration 11Q: 3 clusters Score -425844.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -425860.968750 Penalty: 2656.228760
	Iteration 12Q: 3 clusters Score -425861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -425875.687500 Penalty: 2656.228760
	Iteration 13Q: 3 clusters Score -425875.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -425890.625000 Penalty: 2656.228760
	Iteration 14Q: 3 clusters Score -425890.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -425902.281250 Penalty: 2656.228760
	Iteration 15Q: 3 clusters Score -425902.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -425909.531250 Penalty: 2656.228760
	Iteration 16Q: 3 clusters Score -425909.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -425915.281250 Penalty: 2656.228760
	Iteration 17Q: 3 clusters Score -425915.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -425917.906250 Penalty: 2656.228760
	Iteration 18Q: 3 clusters Score -425917.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -425919.843750 Penalty: 2656.228760
	Iteration 19Q: 3 clusters Score -425919.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -425922.937500 Penalty: 2656.228760
	Iteration 20F: 3 clusters Score -425922.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -425927.375000 Penalty: 2656.228760
	Iteration 21Q: 3 clusters Score -425927.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -425935.000000 Penalty: 2656.228760
	Iteration 22Q: 3 clusters Score -425935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -425939.656250 Penalty: 2656.228760
	Iteration 23Q: 3 clusters Score -425939.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -425941.625000 Penalty: 2656.228760
	Iteration 24Q: 3 clusters Score -425941.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -425945.281250 Penalty: 2656.228760
	Iteration 25Q: 3 clusters Score -425945.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -425948.468750 Penalty: 2656.228760
	Iteration 26Q: 3 clusters Score -425948.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -425953.750000 Penalty: 2656.228760
	Iteration 27Q: 3 clusters Score -425953.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -425961.375000 Penalty: 2656.228760
	Iteration 28Q: 3 clusters Score -425961.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -425972.718750 Penalty: 2656.228760
	Iteration 29Q: 3 clusters Score -425972.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -425982.843750 Penalty: 2656.228760
	Iteration 30Q: 3 clusters Score -425982.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -425988.843750 Penalty: 2656.228760
	Iteration 31Q: 3 clusters Score -425988.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -425994.343750 Penalty: 2656.228760
	Iteration 32Q: 3 clusters Score -425994.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -425997.000000 Penalty: 2656.228760
	Iteration 33Q: 3 clusters Score -425997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -426000.062500 Penalty: 2656.228760
	Iteration 34Q: 3 clusters Score -426000.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -426002.468750 Penalty: 2656.228760
	Iteration 35Q: 3 clusters Score -426002.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -426005.062500 Penalty: 2656.228760
	Iteration 36Q: 3 clusters Score -426005.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -426009.468750 Penalty: 2656.228760
	Iteration 37Q: 3 clusters Score -426009.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -426013.718750 Penalty: 2656.228760
	Iteration 38Q: 3 clusters Score -426013.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -426016.156250 Penalty: 2656.228760
	Iteration 39Q: 3 clusters Score -426016.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -426019.593750 Penalty: 2656.228760
	Iteration 40F: 3 clusters Score -426019.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -426023.718750 Penalty: 2656.228760
	Iteration 41Q: 3 clusters Score -426023.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -426025.531250 Penalty: 2656.228760
	Iteration 42Q: 3 clusters Score -426025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -426027.968750 Penalty: 2656.228760
	Iteration 43Q: 3 clusters Score -426028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -426029.281250 Penalty: 2656.228760
	Iteration 44Q: 3 clusters Score -426029.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -426031.375000 Penalty: 2656.228760
	Iteration 45Q: 3 clusters Score -426031.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -426032.781250 Penalty: 2656.228760
	Iteration 46Q: 3 clusters Score -426032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -426033.343750 Penalty: 2656.228760
	Iteration 47Q: 3 clusters Score -426033.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -426034.812500 Penalty: 2656.228760
	Iteration 48Q: 3 clusters Score -426034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -426034.437500 Penalty: 2656.228760
	Iteration 49Q: 3 clusters Score -426034.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -426034.437500 Penalty: 2656.228760
	Iteration 50F: 3 clusters Score -426034.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Entering Unmasked Estep 
Score: -1338262.750000 Penalty: 1509.141357
	Iteration 0F: 2 clusters Score -1338263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1330520.375000 Penalty: 3018.282715
	Iteration 0F: 3 clusters Score -1330520 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1333121.875000 Penalty: 3018.282715
	Iteration 1F: 3 clusters Score -1333122 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1333381.750000 Penalty: 3018.282715
	Iteration 2F: 3 clusters Score -1333382 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1333641.500000 Penalty: 3018.282715
	Iteration 3Q: 3 clusters Score -1333642 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1333937.125000 Penalty: 3018.282715
	Iteration 4Q: 3 clusters Score -1333937 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1334302.500000 Penalty: 3018.282715
	Iteration 5F: 3 clusters Score -1334302 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1334740.125000 Penalty: 3018.282715
	Iteration 6F: 3 clusters Score -1334740 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1335177.750000 Penalty: 3018.282715
	Iteration 7F: 3 clusters Score -1335178 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1335554.750000 Penalty: 3018.282715
	Iteration 8F: 3 clusters Score -1335555 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1335834.500000 Penalty: 3018.282715
	Iteration 9Q: 3 clusters Score -1335834 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1336024.500000 Penalty: 3018.282715
	Iteration 10Q: 3 clusters Score -1336024 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1336144.000000 Penalty: 3018.282715
	Iteration 11Q: 3 clusters Score -1336144 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1336201.500000 Penalty: 3018.282715
	Iteration 12Q: 3 clusters Score -1336202 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1336255.000000 Penalty: 3018.282715
	Iteration 13Q: 3 clusters Score -1336255 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1336299.625000 Penalty: 3018.282715
	Iteration 14Q: 3 clusters Score -1336300 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1336342.875000 Penalty: 3018.282715
	Iteration 15Q: 3 clusters Score -1336343 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1336391.625000 Penalty: 3018.282715
	Iteration 16Q: 3 clusters Score -1336392 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1336440.000000 Penalty: 3018.282715
	Iteration 17Q: 3 clusters Score -1336440 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1336474.000000 Penalty: 3018.282715
	Iteration 18Q: 3 clusters Score -1336474 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1336514.875000 Penalty: 3018.282715
	Iteration 19Q: 3 clusters Score -1336515 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1336544.750000 Penalty: 3018.282715
	Iteration 20F: 3 clusters Score -1336545 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1336575.500000 Penalty: 3018.282715
	Iteration 21Q: 3 clusters Score -1336576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1336596.125000 Penalty: 3018.282715
	Iteration 22Q: 3 clusters Score -1336596 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1336621.875000 Penalty: 3018.282715
	Iteration 23Q: 3 clusters Score -1336622 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1336649.000000 Penalty: 3018.282715
	Iteration 24Q: 3 clusters Score -1336649 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1336679.875000 Penalty: 3018.282715
	Iteration 25Q: 3 clusters Score -1336680 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1336715.250000 Penalty: 3018.282715
	Iteration 26Q: 3 clusters Score -1336715 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1336751.875000 Penalty: 3018.282715
	Iteration 27Q: 3 clusters Score -1336752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1336800.750000 Penalty: 3018.282715
	Iteration 28Q: 3 clusters Score -1336801 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1336856.125000 Penalty: 3018.282715
	Iteration 29Q: 3 clusters Score -1336856 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1336944.375000 Penalty: 3018.282715
	Iteration 30Q: 3 clusters Score -1336944 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1337060.125000 Penalty: 3018.282715
	Iteration 31Q: 3 clusters Score -1337060 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1337158.125000 Penalty: 3018.282715
	Iteration 32Q: 3 clusters Score -1337158 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1337225.000000 Penalty: 3018.282715
	Iteration 33Q: 3 clusters Score -1337225 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1337277.750000 Penalty: 3018.282715
	Iteration 34Q: 3 clusters Score -1337278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1337316.250000 Penalty: 3018.282715
	Iteration 35Q: 3 clusters Score -1337316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1337330.875000 Penalty: 3018.282715
	Iteration 36Q: 3 clusters Score -1337331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1337342.875000 Penalty: 3018.282715
	Iteration 37Q: 3 clusters Score -1337343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1337349.000000 Penalty: 3018.282715
	Iteration 38Q: 3 clusters Score -1337349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1337348.500000 Penalty: 3018.282715
	Iteration 39Q: 3 clusters Score -1337348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1337349.125000 Penalty: 3018.282715
	Iteration 40F: 3 clusters Score -1337349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1337349.625000 Penalty: 3018.282715
	Iteration 41Q: 3 clusters Score -1337350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1337349.250000 Penalty: 3018.282715
	Iteration 42Q: 3 clusters Score -1337349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1337348.750000 Penalty: 3018.282715
	Iteration 43Q: 3 clusters Score -1337349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1337348.750000 Penalty: 3018.282715
	Iteration 44F: 3 clusters Score -1337349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -501167.656250 Penalty: 1349.641113
	Iteration 0F: 2 clusters Score -501167.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -497712.250000 Penalty: 2699.282227
	Iteration 0F: 3 clusters Score -497712.2 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -498612.031250 Penalty: 2699.282227
	Iteration 1F: 3 clusters Score -498612 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -498735.875000 Penalty: 2699.282227
	Iteration 2F: 3 clusters Score -498735.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -498817.937500 Penalty: 2699.282227
	Iteration 3Q: 3 clusters Score -498817.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -498900.625000 Penalty: 2699.282227
	Iteration 4Q: 3 clusters Score -498900.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -498966.218750 Penalty: 2699.282227
	Iteration 5Q: 3 clusters Score -498966.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -499024.250000 Penalty: 2699.282227
	Iteration 6Q: 3 clusters Score -499024.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -499085.468750 Penalty: 2699.282227
	Iteration 7Q: 3 clusters Score -499085.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -499137.156250 Penalty: 2699.282227
	Iteration 8Q: 3 clusters Score -499137.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -499194.937500 Penalty: 2699.282227
	Iteration 9Q: 3 clusters Score -499194.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -499249.531250 Penalty: 2699.282227
	Iteration 10Q: 3 clusters Score -499249.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -499305.468750 Penalty: 2699.282227
	Iteration 11Q: 3 clusters Score -499305.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -499351.718750 Penalty: 2699.282227
	Iteration 12Q: 3 clusters Score -499351.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -499411.281250 Penalty: 2699.282227
	Iteration 13Q: 3 clusters Score -499411.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -499459.781250 Penalty: 2699.282227
	Iteration 14Q: 3 clusters Score -499459.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -499504.781250 Penalty: 2699.282227
	Iteration 15Q: 3 clusters Score -499504.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -499553.843750 Penalty: 2699.282227
	Iteration 16Q: 3 clusters Score -499553.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -499594.875000 Penalty: 2699.282227
	Iteration 17Q: 3 clusters Score -499594.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -499629.531250 Penalty: 2699.282227
	Iteration 18Q: 3 clusters Score -499629.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -499668.937500 Penalty: 2699.282227
	Iteration 19Q: 3 clusters Score -499668.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -499706.906250 Penalty: 2699.282227
	Iteration 20F: 3 clusters Score -499706.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -499742.750000 Penalty: 2699.282227
	Iteration 21Q: 3 clusters Score -499742.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -499780.437500 Penalty: 2699.282227
	Iteration 22Q: 3 clusters Score -499780.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -499806.031250 Penalty: 2699.282227
	Iteration 23Q: 3 clusters Score -499806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -499829.781250 Penalty: 2699.282227
	Iteration 24Q: 3 clusters Score -499829.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -499847.187500 Penalty: 2699.282227
	Iteration 25Q: 3 clusters Score -499847.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -499860.531250 Penalty: 2699.282227
	Iteration 26Q: 3 clusters Score -499860.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -499865.687500 Penalty: 2699.282227
	Iteration 27Q: 3 clusters Score -499865.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -499870.375000 Penalty: 2699.282227
	Iteration 28Q: 3 clusters Score -499870.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -499879.406250 Penalty: 2699.282227
	Iteration 29Q: 3 clusters Score -499879.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -499892.968750 Penalty: 2699.282227
	Iteration 30Q: 3 clusters Score -499893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -499905.750000 Penalty: 2699.282227
	Iteration 31Q: 3 clusters Score -499905.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -499912.031250 Penalty: 2699.282227
	Iteration 32Q: 3 clusters Score -499912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -499916.843750 Penalty: 2699.282227
	Iteration 33Q: 3 clusters Score -499916.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -499919.437500 Penalty: 2699.282227
	Iteration 34Q: 3 clusters Score -499919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -499924.968750 Penalty: 2699.282227
	Iteration 35Q: 3 clusters Score -499925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -499929.500000 Penalty: 2699.282227
	Iteration 36Q: 3 clusters Score -499929.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -499934.156250 Penalty: 2699.282227
	Iteration 37Q: 3 clusters Score -499934.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -499939.968750 Penalty: 2699.282227
	Iteration 38Q: 3 clusters Score -499940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -499943.468750 Penalty: 2699.282227
	Iteration 39Q: 3 clusters Score -499943.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -499944.218750 Penalty: 2699.282227
	Iteration 40F: 3 clusters Score -499944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -499945.843750 Penalty: 2699.282227
	Iteration 41Q: 3 clusters Score -499945.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -499950.156250 Penalty: 2699.282227
	Iteration 42Q: 3 clusters Score -499950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -499953.187500 Penalty: 2699.282227
	Iteration 43Q: 3 clusters Score -499953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -499958.437500 Penalty: 2699.282227
	Iteration 44Q: 3 clusters Score -499958.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -499965.593750 Penalty: 2699.282227
	Iteration 45Q: 3 clusters Score -499965.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -499968.718750 Penalty: 2699.282227
	Iteration 46Q: 3 clusters Score -499968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -499969.562500 Penalty: 2699.282227
	Iteration 47Q: 3 clusters Score -499969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -499970.375000 Penalty: 2699.282227
	Iteration 48Q: 3 clusters Score -499970.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -499970.375000 Penalty: 2699.282227
	Iteration 49F: 3 clusters Score -499970.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Entering Unmasked Estep 
Score: -2619222.750000 Penalty: 1617.855347
	Iteration 0F: 2 clusters Score -2619223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2604921.250000 Penalty: 3235.710693
	Iteration 0F: 3 clusters Score -2604921 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2610114.750000 Penalty: 3235.710693
	Iteration 1F: 3 clusters Score -2610115 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2610598.250000 Penalty: 3235.710693
	Iteration 2F: 3 clusters Score -2610598 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2611103.500000 Penalty: 3235.710693
	Iteration 3F: 3 clusters Score -2611104 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2611711.000000 Penalty: 3235.710693
	Iteration 4F: 3 clusters Score -2611711 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2612457.500000 Penalty: 3235.710693
	Iteration 5F: 3 clusters Score -2612458 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2613276.250000 Penalty: 3235.710693
	Iteration 6F: 3 clusters Score -2613276 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2614283.000000 Penalty: 3235.710693
	Iteration 7F: 3 clusters Score -2614283 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2615320.750000 Penalty: 3235.710693
	Iteration 8F: 3 clusters Score -2615321 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2616244.500000 Penalty: 3235.710693
	Iteration 9F: 3 clusters Score -2616244 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2616948.000000 Penalty: 3235.710693
	Iteration 10Q: 3 clusters Score -2616948 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2617345.500000 Penalty: 3235.710693
	Iteration 11Q: 3 clusters Score -2617346 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2617574.750000 Penalty: 3235.710693
	Iteration 12Q: 3 clusters Score -2617575 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2617677.750000 Penalty: 3235.710693
	Iteration 13Q: 3 clusters Score -2617678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2617727.250000 Penalty: 3235.710693
	Iteration 14Q: 3 clusters Score -2617727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2617764.500000 Penalty: 3235.710693
	Iteration 15Q: 3 clusters Score -2617764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2617788.500000 Penalty: 3235.710693
	Iteration 16Q: 3 clusters Score -2617788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2617808.500000 Penalty: 3235.710693
	Iteration 17Q: 3 clusters Score -2617808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2617814.000000 Penalty: 3235.710693
	Iteration 18Q: 3 clusters Score -2617814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2617821.750000 Penalty: 3235.710693
	Iteration 19Q: 3 clusters Score -2617822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2617823.250000 Penalty: 3235.710693
	Iteration 20F: 3 clusters Score -2617823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2617827.000000 Penalty: 3235.710693
	Iteration 21Q: 3 clusters Score -2617827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2617829.000000 Penalty: 3235.710693
	Iteration 22Q: 3 clusters Score -2617829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2617827.750000 Penalty: 3235.710693
	Iteration 23Q: 3 clusters Score -2617828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2617832.000000 Penalty: 3235.710693
	Iteration 24Q: 3 clusters Score -2617832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2617832.750000 Penalty: 3235.710693
	Iteration 25Q: 3 clusters Score -2617833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2617832.750000 Penalty: 3235.710693
	Iteration 26F: 3 clusters Score -2617833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (75133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Entering Unmasked Estep 
Score: -9358244.000000 Penalty: 1824.390015
	Iteration 0F: 2 clusters Score -9358244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -9310916.000000 Penalty: 3648.780029
	Iteration 0F: 3 clusters Score -9310916 nChanged 35650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -9331169.000000 Penalty: 3648.780029
	Iteration 1F: 3 clusters Score -9331169 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -9331584.000000 Penalty: 3648.780029
	Iteration 2Q: 3 clusters Score -9331584 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -9332060.000000 Penalty: 3648.780029
	Iteration 3Q: 3 clusters Score -9332060 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -9332670.000000 Penalty: 3648.780029
	Iteration 4Q: 3 clusters Score -9332670 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -9333610.000000 Penalty: 3648.780029
	Iteration 5Q: 3 clusters Score -9333610 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -9335131.000000 Penalty: 3648.780029
	Iteration 6Q: 3 clusters Score -9335131 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -9337548.000000 Penalty: 3648.780029
	Iteration 7F: 3 clusters Score -9337548 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -9340914.000000 Penalty: 3648.780029
	Iteration 8F: 3 clusters Score -9340914 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -9344699.000000 Penalty: 3648.780029
	Iteration 9F: 3 clusters Score -9344699 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -9348319.000000 Penalty: 3648.780029
	Iteration 10F: 3 clusters Score -9348319 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -9351066.000000 Penalty: 3648.780029
	Iteration 11F: 3 clusters Score -9351066 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 69218 members 
Entering Unmasked Estep 
Score: -9353147.000000 Penalty: 3648.780029
	Iteration 12Q: 3 clusters Score -9353147 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 71140 members 
Entering Unmasked Estep 
Score: -9354445.000000 Penalty: 3648.780029
	Iteration 13Q: 3 clusters Score -9354445 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -9355175.000000 Penalty: 3648.780029
	Iteration 14Q: 3 clusters Score -9355175 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 73336 members 
Entering Unmasked Estep 
Score: -9355765.000000 Penalty: 3648.780029
	Iteration 15Q: 3 clusters Score -9355765 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -9356198.000000 Penalty: 3648.780029
	Iteration 16Q: 3 clusters Score -9356198 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -9356437.000000 Penalty: 3648.780029
	Iteration 17Q: 3 clusters Score -9356437 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 74535 members 
Entering Unmasked Estep 
Score: -9356605.000000 Penalty: 3648.780029
	Iteration 18Q: 3 clusters Score -9356605 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -9356692.000000 Penalty: 3648.780029
	Iteration 19Q: 3 clusters Score -9356692 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -9356731.000000 Penalty: 3648.780029
	Iteration 20F: 3 clusters Score -9356731 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -9356767.000000 Penalty: 3648.780029
	Iteration 21Q: 3 clusters Score -9356767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -9356804.000000 Penalty: 3648.780029
	Iteration 22Q: 3 clusters Score -9356804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 74797 members 
Entering Unmasked Estep 
Score: -9356840.000000 Penalty: 3648.780029
	Iteration 23Q: 3 clusters Score -9356840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 74808 members 
Entering Unmasked Estep 
Score: -9356853.000000 Penalty: 3648.780029
	Iteration 24Q: 3 clusters Score -9356853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -9356866.000000 Penalty: 3648.780029
	Iteration 25Q: 3 clusters Score -9356866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -9356886.000000 Penalty: 3648.780029
	Iteration 26Q: 3 clusters Score -9356886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
Score: -9356895.000000 Penalty: 3648.780029
	Iteration 27Q: 3 clusters Score -9356895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 74831 members 
Entering Unmasked Estep 
Score: -9356906.000000 Penalty: 3648.780029
	Iteration 28Q: 3 clusters Score -9356906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -9356906.000000 Penalty: 3648.780029
	Iteration 29Q: 3 clusters Score -9356906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 74836 members 
Entering Unmasked Estep 
Score: -9356916.000000 Penalty: 3648.780029
	Iteration 30Q: 3 clusters Score -9356916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -9356920.000000 Penalty: 3648.780029
	Iteration 31Q: 3 clusters Score -9356920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -9356916.000000 Penalty: 3648.780029
	Iteration 32Q: 3 clusters Score -9356916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 74836 members 
Entering Unmasked Estep 
Score: -9356917.000000 Penalty: 3648.780029
	Iteration 33Q: 3 clusters Score -9356917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -9356913.000000 Penalty: 3648.780029
	Iteration 34Q: 3 clusters Score -9356913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 74838 members 
Entering Unmasked Estep 
Score: -9356918.000000 Penalty: 3648.780029
	Iteration 35Q: 3 clusters Score -9356918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -9356917.000000 Penalty: 3648.780029
	Iteration 36Q: 3 clusters Score -9356917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 74836 members 
Entering Unmasked Estep 
Score: -9356926.000000 Penalty: 3648.780029
	Iteration 37Q: 3 clusters Score -9356926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 74836 members 
Entering Unmasked Estep 
Score: -9356929.000000 Penalty: 3648.780029
	Iteration 38Q: 3 clusters Score -9356929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 74836 members 
Entering Unmasked Estep 
Score: -9356927.000000 Penalty: 3648.780029
	Iteration 39Q: 3 clusters Score -9356927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 74839 members 
Entering Unmasked Estep 
Score: -9356931.000000 Penalty: 3648.780029
	Iteration 40F: 3 clusters Score -9356931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -9356930.000000 Penalty: 3648.780029
	Iteration 41Q: 3 clusters Score -9356930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
Score: -9356935.000000 Penalty: 3648.780029
	Iteration 42Q: 3 clusters Score -9356935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -9356938.000000 Penalty: 3648.780029
	Iteration 43Q: 3 clusters Score -9356938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 74846 members 
Entering Unmasked Estep 
Score: -9356938.000000 Penalty: 3648.780029
	Iteration 44Q: 3 clusters Score -9356938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -9356937.000000 Penalty: 3648.780029
	Iteration 45Q: 3 clusters Score -9356937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -9356937.000000 Penalty: 3648.780029
	Iteration 46F: 3 clusters Score -9356937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -36944.214844 Penalty: 966.130859
	Iteration 0F: 2 clusters Score -36944.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36067.933594 Penalty: 1932.261719
	Iteration 0F: 3 clusters Score -36067.93 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36381.593750 Penalty: 1932.261719
	Iteration 1F: 3 clusters Score -36381.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36628.585938 Penalty: 1932.261719
	Iteration 2F: 3 clusters Score -36628.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36688.011719 Penalty: 1932.261719
	Iteration 3Q: 3 clusters Score -36688.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36700.234375 Penalty: 1932.261719
	Iteration 4Q: 3 clusters Score -36700.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -36702.628906 Penalty: 1932.261719
	Iteration 5Q: 3 clusters Score -36702.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -36712.695312 Penalty: 1932.261719
	Iteration 6Q: 3 clusters Score -36712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -36712.695312 Penalty: 1932.261719
	Iteration 7F: 3 clusters Score -36712.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -15554.811523 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -15554.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15033.473633 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -15033.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15335.257812 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -15335.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15488.732422 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -15488.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15506.437500 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -15506.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15515.219727 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -15515.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15521.177734 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -15521.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15521.177734 Penalty: 1689.511475
	Iteration 6F: 3 clusters Score -15521.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -773202.250000 Penalty: 1422.935303
	Iteration 0F: 2 clusters Score -773202.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -768340.062500 Penalty: 2845.870605
	Iteration 0F: 3 clusters Score -768340.1 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -769764.375000 Penalty: 2845.870605
	Iteration 1F: 3 clusters Score -769764.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -770008.187500 Penalty: 2845.870605
	Iteration 2F: 3 clusters Score -770008.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -770131.312500 Penalty: 2845.870605
	Iteration 3Q: 3 clusters Score -770131.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -770224.687500 Penalty: 2845.870605
	Iteration 4Q: 3 clusters Score -770224.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -770293.437500 Penalty: 2845.870605
	Iteration 5Q: 3 clusters Score -770293.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -770374.375000 Penalty: 2845.870605
	Iteration 6Q: 3 clusters Score -770374.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -770445.000000 Penalty: 2845.870605
	Iteration 7Q: 3 clusters Score -770445 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -770507.937500 Penalty: 2845.870605
	Iteration 8Q: 3 clusters Score -770507.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -770568.500000 Penalty: 2845.870605
	Iteration 9Q: 3 clusters Score -770568.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -770632.562500 Penalty: 2845.870605
	Iteration 10Q: 3 clusters Score -770632.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -770693.625000 Penalty: 2845.870605
	Iteration 11Q: 3 clusters Score -770693.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -770770.625000 Penalty: 2845.870605
	Iteration 12Q: 3 clusters Score -770770.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -770849.937500 Penalty: 2845.870605
	Iteration 13Q: 3 clusters Score -770849.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -770921.250000 Penalty: 2845.870605
	Iteration 14Q: 3 clusters Score -770921.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -770976.125000 Penalty: 2845.870605
	Iteration 15Q: 3 clusters Score -770976.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -771026.125000 Penalty: 2845.870605
	Iteration 16Q: 3 clusters Score -771026.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -771058.062500 Penalty: 2845.870605
	Iteration 17Q: 3 clusters Score -771058.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -771072.875000 Penalty: 2845.870605
	Iteration 18Q: 3 clusters Score -771072.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -771084.062500 Penalty: 2845.870605
	Iteration 19Q: 3 clusters Score -771084.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -771092.000000 Penalty: 2845.870605
	Iteration 20F: 3 clusters Score -771092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -771103.375000 Penalty: 2845.870605
	Iteration 21Q: 3 clusters Score -771103.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -771110.625000 Penalty: 2845.870605
	Iteration 22Q: 3 clusters Score -771110.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -771115.312500 Penalty: 2845.870605
	Iteration 23Q: 3 clusters Score -771115.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -771120.062500 Penalty: 2845.870605
	Iteration 24Q: 3 clusters Score -771120.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -771122.875000 Penalty: 2845.870605
	Iteration 25Q: 3 clusters Score -771122.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -771126.250000 Penalty: 2845.870605
	Iteration 26Q: 3 clusters Score -771126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -771125.625000 Penalty: 2845.870605
	Iteration 27Q: 3 clusters Score -771125.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -771127.062500 Penalty: 2845.870605
	Iteration 28Q: 3 clusters Score -771127.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -771129.187500 Penalty: 2845.870605
	Iteration 29Q: 3 clusters Score -771129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -771130.000000 Penalty: 2845.870605
	Iteration 30Q: 3 clusters Score -771130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -771130.812500 Penalty: 2845.870605
	Iteration 31Q: 3 clusters Score -771130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -771130.812500 Penalty: 2845.870605
	Iteration 32F: 3 clusters Score -771130.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (58338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Entering Unmasked Estep 
Score: -7261753.000000 Penalty: 1783.276367
	Iteration 0F: 2 clusters Score -7261753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -7223179.500000 Penalty: 3566.552734
	Iteration 0F: 3 clusters Score -7223180 nChanged 27455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -7238796.500000 Penalty: 3566.552734
	Iteration 1F: 3 clusters Score -7238796 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -7239555.000000 Penalty: 3566.552734
	Iteration 2Q: 3 clusters Score -7239555 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -7240413.500000 Penalty: 3566.552734
	Iteration 3Q: 3 clusters Score -7240414 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -7241448.500000 Penalty: 3566.552734
	Iteration 4Q: 3 clusters Score -7241448 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -7243172.500000 Penalty: 3566.552734
	Iteration 5F: 3 clusters Score -7243172 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -7245671.000000 Penalty: 3566.552734
	Iteration 6F: 3 clusters Score -7245671 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -7249126.500000 Penalty: 3566.552734
	Iteration 7F: 3 clusters Score -7249126 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -7252706.500000 Penalty: 3566.552734
	Iteration 8F: 3 clusters Score -7252706 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -7255689.500000 Penalty: 3566.552734
	Iteration 9F: 3 clusters Score -7255690 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -7257704.000000 Penalty: 3566.552734
	Iteration 10Q: 3 clusters Score -7257704 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -7258931.000000 Penalty: 3566.552734
	Iteration 11Q: 3 clusters Score -7258931 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -7259636.500000 Penalty: 3566.552734
	Iteration 12Q: 3 clusters Score -7259636 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -7260111.000000 Penalty: 3566.552734
	Iteration 13Q: 3 clusters Score -7260111 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -7260350.500000 Penalty: 3566.552734
	Iteration 14Q: 3 clusters Score -7260350 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -7260502.000000 Penalty: 3566.552734
	Iteration 15Q: 3 clusters Score -7260502 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -7260587.000000 Penalty: 3566.552734
	Iteration 16Q: 3 clusters Score -7260587 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -7260636.000000 Penalty: 3566.552734
	Iteration 17Q: 3 clusters Score -7260636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -7260682.000000 Penalty: 3566.552734
	Iteration 18Q: 3 clusters Score -7260682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -7260712.000000 Penalty: 3566.552734
	Iteration 19Q: 3 clusters Score -7260712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -7260740.500000 Penalty: 3566.552734
	Iteration 20F: 3 clusters Score -7260740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -7260766.000000 Penalty: 3566.552734
	Iteration 21Q: 3 clusters Score -7260766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7260776.500000 Penalty: 3566.552734
	Iteration 22Q: 3 clusters Score -7260776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -7260789.000000 Penalty: 3566.552734
	Iteration 23Q: 3 clusters Score -7260789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -7260790.500000 Penalty: 3566.552734
	Iteration 24Q: 3 clusters Score -7260790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -7260789.000000 Penalty: 3566.552734
	Iteration 25Q: 3 clusters Score -7260789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -7260791.500000 Penalty: 3566.552734
	Iteration 26Q: 3 clusters Score -7260792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -7260790.000000 Penalty: 3566.552734
	Iteration 27Q: 3 clusters Score -7260790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -7260791.500000 Penalty: 3566.552734
	Iteration 28Q: 3 clusters Score -7260792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -7260795.500000 Penalty: 3566.552734
	Iteration 29Q: 3 clusters Score -7260796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -7260797.500000 Penalty: 3566.552734
	Iteration 30Q: 3 clusters Score -7260798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -7260797.500000 Penalty: 3566.552734
	Iteration 31F: 3 clusters Score -7260798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Entering Unmasked Estep 
Score: -1675078.250000 Penalty: 1551.252563
	Iteration 0F: 2 clusters Score -1675078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1665345.000000 Penalty: 3102.505127
	Iteration 0F: 3 clusters Score -1665345 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1668732.875000 Penalty: 3102.505127
	Iteration 1F: 3 clusters Score -1668733 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1669133.875000 Penalty: 3102.505127
	Iteration 2F: 3 clusters Score -1669134 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1669512.125000 Penalty: 3102.505127
	Iteration 3F: 3 clusters Score -1669512 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1669881.875000 Penalty: 3102.505127
	Iteration 4F: 3 clusters Score -1669882 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1670208.250000 Penalty: 3102.505127
	Iteration 5Q: 3 clusters Score -1670208 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1670566.125000 Penalty: 3102.505127
	Iteration 6Q: 3 clusters Score -1670566 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1670937.125000 Penalty: 3102.505127
	Iteration 7Q: 3 clusters Score -1670937 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1671357.625000 Penalty: 3102.505127
	Iteration 8Q: 3 clusters Score -1671358 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1671783.750000 Penalty: 3102.505127
	Iteration 9Q: 3 clusters Score -1671784 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1672165.000000 Penalty: 3102.505127
	Iteration 10Q: 3 clusters Score -1672165 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1672506.500000 Penalty: 3102.505127
	Iteration 11Q: 3 clusters Score -1672506 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1672804.875000 Penalty: 3102.505127
	Iteration 12Q: 3 clusters Score -1672805 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1673075.500000 Penalty: 3102.505127
	Iteration 13Q: 3 clusters Score -1673076 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1673279.500000 Penalty: 3102.505127
	Iteration 14Q: 3 clusters Score -1673280 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1673437.625000 Penalty: 3102.505127
	Iteration 15Q: 3 clusters Score -1673438 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1673552.750000 Penalty: 3102.505127
	Iteration 16Q: 3 clusters Score -1673553 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1673623.500000 Penalty: 3102.505127
	Iteration 17Q: 3 clusters Score -1673624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1673664.250000 Penalty: 3102.505127
	Iteration 18Q: 3 clusters Score -1673664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1673693.625000 Penalty: 3102.505127
	Iteration 19Q: 3 clusters Score -1673694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1673724.875000 Penalty: 3102.505127
	Iteration 20F: 3 clusters Score -1673725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1673743.625000 Penalty: 3102.505127
	Iteration 21Q: 3 clusters Score -1673744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1673755.000000 Penalty: 3102.505127
	Iteration 22Q: 3 clusters Score -1673755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1673768.875000 Penalty: 3102.505127
	Iteration 23Q: 3 clusters Score -1673769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1673779.250000 Penalty: 3102.505127
	Iteration 24Q: 3 clusters Score -1673779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1673782.000000 Penalty: 3102.505127
	Iteration 25Q: 3 clusters Score -1673782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1673784.125000 Penalty: 3102.505127
	Iteration 26Q: 3 clusters Score -1673784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1673785.875000 Penalty: 3102.505127
	Iteration 27Q: 3 clusters Score -1673786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1673787.875000 Penalty: 3102.505127
	Iteration 28Q: 3 clusters Score -1673788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1673793.875000 Penalty: 3102.505127
	Iteration 29Q: 3 clusters Score -1673794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1673792.375000 Penalty: 3102.505127
	Iteration 30Q: 3 clusters Score -1673792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1673794.375000 Penalty: 3102.505127
	Iteration 31Q: 3 clusters Score -1673794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1673796.750000 Penalty: 3102.505127
	Iteration 32Q: 3 clusters Score -1673797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1673796.750000 Penalty: 3102.505127
	Iteration 33F: 3 clusters Score -1673797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -286665.875000 Penalty: 1275.070923
	Iteration 0F: 2 clusters Score -286665.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -284206.500000 Penalty: 2550.141846
	Iteration 0F: 3 clusters Score -284206.5 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -284812.500000 Penalty: 2550.141846
	Iteration 1F: 3 clusters Score -284812.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -284992.281250 Penalty: 2550.141846
	Iteration 2F: 3 clusters Score -284992.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -285136.406250 Penalty: 2550.141846
	Iteration 3F: 3 clusters Score -285136.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -285292.375000 Penalty: 2550.141846
	Iteration 4F: 3 clusters Score -285292.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -285446.093750 Penalty: 2550.141846
	Iteration 5F: 3 clusters Score -285446.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -285603.062500 Penalty: 2550.141846
	Iteration 6Q: 3 clusters Score -285603.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -285778.531250 Penalty: 2550.141846
	Iteration 7F: 3 clusters Score -285778.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -285965.406250 Penalty: 2550.141846
	Iteration 8Q: 3 clusters Score -285965.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -286097.812500 Penalty: 2550.141846
	Iteration 9Q: 3 clusters Score -286097.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -286188.843750 Penalty: 2550.141846
	Iteration 10Q: 3 clusters Score -286188.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -286244.562500 Penalty: 2550.141846
	Iteration 11Q: 3 clusters Score -286244.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -286279.906250 Penalty: 2550.141846
	Iteration 12Q: 3 clusters Score -286279.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -286307.187500 Penalty: 2550.141846
	Iteration 13Q: 3 clusters Score -286307.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -286329.062500 Penalty: 2550.141846
	Iteration 14Q: 3 clusters Score -286329.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -286344.031250 Penalty: 2550.141846
	Iteration 15Q: 3 clusters Score -286344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -286353.500000 Penalty: 2550.141846
	Iteration 16Q: 3 clusters Score -286353.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -286358.000000 Penalty: 2550.141846
	Iteration 17Q: 3 clusters Score -286358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -286360.031250 Penalty: 2550.141846
	Iteration 18Q: 3 clusters Score -286360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -286360.437500 Penalty: 2550.141846
	Iteration 19Q: 3 clusters Score -286360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -286360.437500 Penalty: 2550.141846
	Iteration 20F: 3 clusters Score -286360.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Entering Unmasked Estep 
Score: -1028176.062500 Penalty: 1462.558472
	Iteration 0F: 2 clusters Score -1028176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1022312.562500 Penalty: 2925.116943
	Iteration 0F: 3 clusters Score -1022313 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1024108.437500 Penalty: 2925.116943
	Iteration 1F: 3 clusters Score -1024108 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1024277.437500 Penalty: 2925.116943
	Iteration 2F: 3 clusters Score -1024277 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1024390.937500 Penalty: 2925.116943
	Iteration 3Q: 3 clusters Score -1024391 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1024492.750000 Penalty: 2925.116943
	Iteration 4Q: 3 clusters Score -1024493 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1024601.437500 Penalty: 2925.116943
	Iteration 5Q: 3 clusters Score -1024601 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1024718.937500 Penalty: 2925.116943
	Iteration 6Q: 3 clusters Score -1024719 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1024861.125000 Penalty: 2925.116943
	Iteration 7Q: 3 clusters Score -1024861 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1025036.062500 Penalty: 2925.116943
	Iteration 8Q: 3 clusters Score -1025036 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1025194.437500 Penalty: 2925.116943
	Iteration 9Q: 3 clusters Score -1025194 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1025346.687500 Penalty: 2925.116943
	Iteration 10Q: 3 clusters Score -1025347 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1025516.750000 Penalty: 2925.116943
	Iteration 11Q: 3 clusters Score -1025517 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1025670.875000 Penalty: 2925.116943
	Iteration 12Q: 3 clusters Score -1025671 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1025811.562500 Penalty: 2925.116943
	Iteration 13Q: 3 clusters Score -1025812 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1025942.375000 Penalty: 2925.116943
	Iteration 14Q: 3 clusters Score -1025942 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1026068.375000 Penalty: 2925.116943
	Iteration 15Q: 3 clusters Score -1026068 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1026174.250000 Penalty: 2925.116943
	Iteration 16Q: 3 clusters Score -1026174 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1026255.687500 Penalty: 2925.116943
	Iteration 17Q: 3 clusters Score -1026256 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1026305.375000 Penalty: 2925.116943
	Iteration 18Q: 3 clusters Score -1026305 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1026340.125000 Penalty: 2925.116943
	Iteration 19Q: 3 clusters Score -1026340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1026371.750000 Penalty: 2925.116943
	Iteration 20F: 3 clusters Score -1026372 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1026392.562500 Penalty: 2925.116943
	Iteration 21Q: 3 clusters Score -1026393 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1026408.062500 Penalty: 2925.116943
	Iteration 22Q: 3 clusters Score -1026408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1026419.500000 Penalty: 2925.116943
	Iteration 23Q: 3 clusters Score -1026420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1026431.312500 Penalty: 2925.116943
	Iteration 24Q: 3 clusters Score -1026431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1026440.562500 Penalty: 2925.116943
	Iteration 25Q: 3 clusters Score -1026441 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1026449.000000 Penalty: 2925.116943
	Iteration 26Q: 3 clusters Score -1026449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1026458.875000 Penalty: 2925.116943
	Iteration 27Q: 3 clusters Score -1026459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1026465.250000 Penalty: 2925.116943
	Iteration 28Q: 3 clusters Score -1026465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1026471.750000 Penalty: 2925.116943
	Iteration 29Q: 3 clusters Score -1026472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1026477.875000 Penalty: 2925.116943
	Iteration 30Q: 3 clusters Score -1026478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1026481.250000 Penalty: 2925.116943
	Iteration 31Q: 3 clusters Score -1026481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1026486.625000 Penalty: 2925.116943
	Iteration 32Q: 3 clusters Score -1026487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1026492.687500 Penalty: 2925.116943
	Iteration 33Q: 3 clusters Score -1026493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1026500.562500 Penalty: 2925.116943
	Iteration 34Q: 3 clusters Score -1026501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1026500.437500 Penalty: 2925.116943
	Iteration 35Q: 3 clusters Score -1026500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1026506.250000 Penalty: 2925.116943
	Iteration 36Q: 3 clusters Score -1026506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1026509.187500 Penalty: 2925.116943
	Iteration 37Q: 3 clusters Score -1026509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1026512.500000 Penalty: 2925.116943
	Iteration 38Q: 3 clusters Score -1026512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1026514.062500 Penalty: 2925.116943
	Iteration 39Q: 3 clusters Score -1026514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1026517.312500 Penalty: 2925.116943
	Iteration 40F: 3 clusters Score -1026517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1026519.187500 Penalty: 2925.116943
	Iteration 41Q: 3 clusters Score -1026519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1026519.625000 Penalty: 2925.116943
	Iteration 42Q: 3 clusters Score -1026520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1026522.937500 Penalty: 2925.116943
	Iteration 43Q: 3 clusters Score -1026523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1026523.687500 Penalty: 2925.116943
	Iteration 44Q: 3 clusters Score -1026524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1026526.062500 Penalty: 2925.116943
	Iteration 45Q: 3 clusters Score -1026526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1026525.125000 Penalty: 2925.116943
	Iteration 46Q: 3 clusters Score -1026525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1026528.062500 Penalty: 2925.116943
	Iteration 47Q: 3 clusters Score -1026528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1026527.937500 Penalty: 2925.116943
	Iteration 48Q: 3 clusters Score -1026528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1026527.937500 Penalty: 2925.116943
	Iteration 49Q: 3 clusters Score -1026528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1026528.625000 Penalty: 2925.116943
	Iteration 50Q: 3 clusters Score -1026529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1026530.250000 Penalty: 2925.116943
	Iteration 51Q: 3 clusters Score -1026530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1026532.250000 Penalty: 2925.116943
	Iteration 52Q: 3 clusters Score -1026532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1026533.375000 Penalty: 2925.116943
	Iteration 53Q: 3 clusters Score -1026533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1026536.312500 Penalty: 2925.116943
	Iteration 54Q: 3 clusters Score -1026536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1026536.812500 Penalty: 2925.116943
	Iteration 55Q: 3 clusters Score -1026537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1026536.250000 Penalty: 2925.116943
	Iteration 56Q: 3 clusters Score -1026536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1026536.312500 Penalty: 2925.116943
	Iteration 57Q: 3 clusters Score -1026536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1026536.875000 Penalty: 2925.116943
	Iteration 58Q: 3 clusters Score -1026537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1026537.000000 Penalty: 2925.116943
	Iteration 59Q: 3 clusters Score -1026537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1026537.125000 Penalty: 2925.116943
	Iteration 60F: 3 clusters Score -1026537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1026537.625000 Penalty: 2925.116943
	Iteration 61Q: 3 clusters Score -1026538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1026537.625000 Penalty: 2925.116943
	Iteration 62F: 3 clusters Score -1026538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Entering Unmasked Estep 
Score: -1798879.000000 Penalty: 1553.352905
	Iteration 0F: 2 clusters Score -1798879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1789011.000000 Penalty: 3106.705811
	Iteration 0F: 3 clusters Score -1789011 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1792293.250000 Penalty: 3106.705811
	Iteration 1F: 3 clusters Score -1792293 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1792603.750000 Penalty: 3106.705811
	Iteration 2F: 3 clusters Score -1792604 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1792880.625000 Penalty: 3106.705811
	Iteration 3F: 3 clusters Score -1792881 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1793142.750000 Penalty: 3106.705811
	Iteration 4Q: 3 clusters Score -1793143 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1793450.375000 Penalty: 3106.705811
	Iteration 5Q: 3 clusters Score -1793450 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1793883.000000 Penalty: 3106.705811
	Iteration 6F: 3 clusters Score -1793883 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1794455.750000 Penalty: 3106.705811
	Iteration 7F: 3 clusters Score -1794456 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1795220.375000 Penalty: 3106.705811
	Iteration 8F: 3 clusters Score -1795220 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1796022.375000 Penalty: 3106.705811
	Iteration 9F: 3 clusters Score -1796022 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1796687.250000 Penalty: 3106.705811
	Iteration 10Q: 3 clusters Score -1796687 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1797090.250000 Penalty: 3106.705811
	Iteration 11Q: 3 clusters Score -1797090 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1797283.250000 Penalty: 3106.705811
	Iteration 12Q: 3 clusters Score -1797283 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1797400.625000 Penalty: 3106.705811
	Iteration 13Q: 3 clusters Score -1797401 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1797469.375000 Penalty: 3106.705811
	Iteration 14Q: 3 clusters Score -1797469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1797501.375000 Penalty: 3106.705811
	Iteration 15Q: 3 clusters Score -1797501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1797529.250000 Penalty: 3106.705811
	Iteration 16Q: 3 clusters Score -1797529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1797545.000000 Penalty: 3106.705811
	Iteration 17Q: 3 clusters Score -1797545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1797558.500000 Penalty: 3106.705811
	Iteration 18Q: 3 clusters Score -1797558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1797560.625000 Penalty: 3106.705811
	Iteration 19Q: 3 clusters Score -1797561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1797562.250000 Penalty: 3106.705811
	Iteration 20F: 3 clusters Score -1797562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1797570.875000 Penalty: 3106.705811
	Iteration 21Q: 3 clusters Score -1797571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1797574.625000 Penalty: 3106.705811
	Iteration 22Q: 3 clusters Score -1797575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1797578.375000 Penalty: 3106.705811
	Iteration 23Q: 3 clusters Score -1797578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1797581.000000 Penalty: 3106.705811
	Iteration 24Q: 3 clusters Score -1797581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1797582.500000 Penalty: 3106.705811
	Iteration 25Q: 3 clusters Score -1797582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1797582.500000 Penalty: 3106.705811
	Iteration 26F: 3 clusters Score -1797582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Entering Unmasked Estep 
Score: -5375819.500000 Penalty: 1734.233521
	Iteration 0F: 2 clusters Score -5375820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -5347113.500000 Penalty: 3468.467041
	Iteration 0F: 3 clusters Score -5347114 nChanged 20302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -5358384.000000 Penalty: 3468.467041
	Iteration 1F: 3 clusters Score -5358384 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -5358868.500000 Penalty: 3468.467041
	Iteration 2Q: 3 clusters Score -5358868 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -5359474.000000 Penalty: 3468.467041
	Iteration 3Q: 3 clusters Score -5359474 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -5360209.000000 Penalty: 3468.467041
	Iteration 4Q: 3 clusters Score -5360209 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -5361222.500000 Penalty: 3468.467041
	Iteration 5Q: 3 clusters Score -5361222 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -5362612.500000 Penalty: 3468.467041
	Iteration 6F: 3 clusters Score -5362612 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -5364510.500000 Penalty: 3468.467041
	Iteration 7F: 3 clusters Score -5364510 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -5366762.500000 Penalty: 3468.467041
	Iteration 8F: 3 clusters Score -5366762 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -5368884.000000 Penalty: 3468.467041
	Iteration 9F: 3 clusters Score -5368884 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -5370520.000000 Penalty: 3468.467041
	Iteration 10Q: 3 clusters Score -5370520 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -5371605.500000 Penalty: 3468.467041
	Iteration 11Q: 3 clusters Score -5371606 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -5372218.500000 Penalty: 3468.467041
	Iteration 12Q: 3 clusters Score -5372218 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -5372629.500000 Penalty: 3468.467041
	Iteration 13Q: 3 clusters Score -5372630 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -5372922.000000 Penalty: 3468.467041
	Iteration 14Q: 3 clusters Score -5372922 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -5373231.000000 Penalty: 3468.467041
	Iteration 15Q: 3 clusters Score -5373231 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -5373457.500000 Penalty: 3468.467041
	Iteration 16Q: 3 clusters Score -5373458 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -5373650.000000 Penalty: 3468.467041
	Iteration 17Q: 3 clusters Score -5373650 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -5373790.500000 Penalty: 3468.467041
	Iteration 18Q: 3 clusters Score -5373790 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -5373904.500000 Penalty: 3468.467041
	Iteration 19Q: 3 clusters Score -5373904 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -5373994.000000 Penalty: 3468.467041
	Iteration 20F: 3 clusters Score -5373994 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5374040.500000 Penalty: 3468.467041
	Iteration 21Q: 3 clusters Score -5374040 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -5374133.000000 Penalty: 3468.467041
	Iteration 22Q: 3 clusters Score -5374133 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -5374189.000000 Penalty: 3468.467041
	Iteration 23Q: 3 clusters Score -5374189 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -5374221.000000 Penalty: 3468.467041
	Iteration 24Q: 3 clusters Score -5374221 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -5374267.000000 Penalty: 3468.467041
	Iteration 25Q: 3 clusters Score -5374267 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -5374303.000000 Penalty: 3468.467041
	Iteration 26Q: 3 clusters Score -5374303 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -5374321.000000 Penalty: 3468.467041
	Iteration 27Q: 3 clusters Score -5374321 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5374332.000000 Penalty: 3468.467041
	Iteration 28Q: 3 clusters Score -5374332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -5374348.500000 Penalty: 3468.467041
	Iteration 29Q: 3 clusters Score -5374348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5374351.500000 Penalty: 3468.467041
	Iteration 30Q: 3 clusters Score -5374352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -5374349.000000 Penalty: 3468.467041
	Iteration 31Q: 3 clusters Score -5374349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -5374353.500000 Penalty: 3468.467041
	Iteration 32Q: 3 clusters Score -5374354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5374358.500000 Penalty: 3468.467041
	Iteration 33Q: 3 clusters Score -5374358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -5374373.500000 Penalty: 3468.467041
	Iteration 34Q: 3 clusters Score -5374374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -5374384.000000 Penalty: 3468.467041
	Iteration 35Q: 3 clusters Score -5374384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -5374392.000000 Penalty: 3468.467041
	Iteration 36Q: 3 clusters Score -5374392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -5374394.000000 Penalty: 3468.467041
	Iteration 37Q: 3 clusters Score -5374394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -5374398.500000 Penalty: 3468.467041
	Iteration 38Q: 3 clusters Score -5374398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -5374407.500000 Penalty: 3468.467041
	Iteration 39Q: 3 clusters Score -5374408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -5374417.500000 Penalty: 3468.467041
	Iteration 40F: 3 clusters Score -5374418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -5374424.500000 Penalty: 3468.467041
	Iteration 41Q: 3 clusters Score -5374424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -5374435.000000 Penalty: 3468.467041
	Iteration 42Q: 3 clusters Score -5374435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -5374448.500000 Penalty: 3468.467041
	Iteration 43Q: 3 clusters Score -5374448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -5374445.000000 Penalty: 3468.467041
	Iteration 44Q: 3 clusters Score -5374445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -5374449.000000 Penalty: 3468.467041
	Iteration 45Q: 3 clusters Score -5374449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -5374453.000000 Penalty: 3468.467041
	Iteration 46Q: 3 clusters Score -5374453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -5374461.000000 Penalty: 3468.467041
	Iteration 47Q: 3 clusters Score -5374461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -5374464.500000 Penalty: 3468.467041
	Iteration 48Q: 3 clusters Score -5374464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -5374466.000000 Penalty: 3468.467041
	Iteration 49Q: 3 clusters Score -5374466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -5374463.000000 Penalty: 3468.467041
	Iteration 50Q: 3 clusters Score -5374463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -5374467.500000 Penalty: 3468.467041
	Iteration 51Q: 3 clusters Score -5374468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -5374482.500000 Penalty: 3468.467041
	Iteration 52Q: 3 clusters Score -5374482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -5374479.500000 Penalty: 3468.467041
	Iteration 53Q: 3 clusters Score -5374480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -5374486.500000 Penalty: 3468.467041
	Iteration 54Q: 3 clusters Score -5374486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -5374485.500000 Penalty: 3468.467041
	Iteration 55Q: 3 clusters Score -5374486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -5374487.500000 Penalty: 3468.467041
	Iteration 56Q: 3 clusters Score -5374488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -5374484.000000 Penalty: 3468.467041
	Iteration 57Q: 3 clusters Score -5374484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -5374488.000000 Penalty: 3468.467041
	Iteration 58Q: 3 clusters Score -5374488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -5374490.500000 Penalty: 3468.467041
	Iteration 59Q: 3 clusters Score -5374490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -5374493.000000 Penalty: 3468.467041
	Iteration 60F: 3 clusters Score -5374493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -5374495.000000 Penalty: 3468.467041
	Iteration 61Q: 3 clusters Score -5374495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -5374491.000000 Penalty: 3468.467041
	Iteration 62Q: 3 clusters Score -5374491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -5374491.500000 Penalty: 3468.467041
	Iteration 63Q: 3 clusters Score -5374492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -5374493.500000 Penalty: 3468.467041
	Iteration 64Q: 3 clusters Score -5374494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -5374493.500000 Penalty: 3468.467041
	Iteration 65Q: 3 clusters Score -5374494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -5374491.500000 Penalty: 3468.467041
	Iteration 66Q: 3 clusters Score -5374492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -5374491.000000 Penalty: 3468.467041
	Iteration 67Q: 3 clusters Score -5374491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -5374496.500000 Penalty: 3468.467041
	Iteration 68Q: 3 clusters Score -5374496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -5374496.000000 Penalty: 3468.467041
	Iteration 69Q: 3 clusters Score -5374496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -5374495.000000 Penalty: 3468.467041
	Iteration 70Q: 3 clusters Score -5374495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -5374495.500000 Penalty: 3468.467041
	Iteration 71Q: 3 clusters Score -5374496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -5374499.000000 Penalty: 3468.467041
	Iteration 72Q: 3 clusters Score -5374499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -5374499.000000 Penalty: 3468.467041
	Iteration 73F: 3 clusters Score -5374499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Entering Unmasked Estep 
Score: -5507233.500000 Penalty: 1735.673462
	Iteration 0F: 2 clusters Score -5507234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -5478087.500000 Penalty: 3471.346924
	Iteration 0F: 3 clusters Score -5478088 nChanged 20340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -5489740.000000 Penalty: 3471.346924
	Iteration 1F: 3 clusters Score -5489740 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -5490223.500000 Penalty: 3471.346924
	Iteration 2Q: 3 clusters Score -5490224 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -5490792.000000 Penalty: 3471.346924
	Iteration 3Q: 3 clusters Score -5490792 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -5491504.000000 Penalty: 3471.346924
	Iteration 4Q: 3 clusters Score -5491504 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -5492539.500000 Penalty: 3471.346924
	Iteration 5Q: 3 clusters Score -5492540 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -5494116.500000 Penalty: 3471.346924
	Iteration 6F: 3 clusters Score -5494116 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -5496021.000000 Penalty: 3471.346924
	Iteration 7F: 3 clusters Score -5496021 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -5497981.500000 Penalty: 3471.346924
	Iteration 8F: 3 clusters Score -5497982 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -5499684.000000 Penalty: 3471.346924
	Iteration 9Q: 3 clusters Score -5499684 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -5500984.500000 Penalty: 3471.346924
	Iteration 10Q: 3 clusters Score -5500984 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -5501939.500000 Penalty: 3471.346924
	Iteration 11Q: 3 clusters Score -5501940 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -5502740.000000 Penalty: 3471.346924
	Iteration 12Q: 3 clusters Score -5502740 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -5503374.000000 Penalty: 3471.346924
	Iteration 13Q: 3 clusters Score -5503374 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -5503966.000000 Penalty: 3471.346924
	Iteration 14Q: 3 clusters Score -5503966 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -5504497.500000 Penalty: 3471.346924
	Iteration 15Q: 3 clusters Score -5504498 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -5504930.000000 Penalty: 3471.346924
	Iteration 16Q: 3 clusters Score -5504930 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -5505221.500000 Penalty: 3471.346924
	Iteration 17Q: 3 clusters Score -5505222 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -5505412.500000 Penalty: 3471.346924
	Iteration 18Q: 3 clusters Score -5505412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -5505512.000000 Penalty: 3471.346924
	Iteration 19Q: 3 clusters Score -5505512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -5505573.000000 Penalty: 3471.346924
	Iteration 20F: 3 clusters Score -5505573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -5505600.500000 Penalty: 3471.346924
	Iteration 21Q: 3 clusters Score -5505600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -5505618.500000 Penalty: 3471.346924
	Iteration 22Q: 3 clusters Score -5505618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -5505627.500000 Penalty: 3471.346924
	Iteration 23Q: 3 clusters Score -5505628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -5505642.000000 Penalty: 3471.346924
	Iteration 24Q: 3 clusters Score -5505642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -5505652.500000 Penalty: 3471.346924
	Iteration 25Q: 3 clusters Score -5505652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -5505656.000000 Penalty: 3471.346924
	Iteration 26Q: 3 clusters Score -5505656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -5505659.000000 Penalty: 3471.346924
	Iteration 27Q: 3 clusters Score -5505659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -5505659.000000 Penalty: 3471.346924
	Iteration 28F: 3 clusters Score -5505659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83306 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 30271 members 
Mstep: Class 4 contains 26500 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 36903 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 9345 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10797 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 21079 members 
Mstep: Class 16 contains 75133 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 58338 members 
Mstep: Class 21 contains 13991 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8106 members 
Mstep: Class 24 contains 14173 members 
Mstep: Class 25 contains 43140 members 
Mstep: Class 26 contains 43524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657400.000000 Penalty: 55564.910156
Iteration 279Q: 27 clusters Score -6.26574e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83301 members 
Mstep: Class 2 contains 3916 members 
Mstep: Class 3 contains 30276 members 
Mstep: Class 4 contains 26501 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 36907 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 9354 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10789 members 
Mstep: Class 14 contains 4045 members 
Mstep: Class 15 contains 21077 members 
Mstep: Class 16 contains 75134 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 58342 members 
Mstep: Class 21 contains 13991 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8094 members 
Mstep: Class 24 contains 14176 members 
Mstep: Class 25 contains 43142 members 
Mstep: Class 26 contains 43522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657452.000000 Penalty: 55564.910156
Iteration 280F: 27 clusters Score -6.265745e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83298 members 
Mstep: Class 2 contains 3914 members 
Mstep: Class 3 contains 30277 members 
Mstep: Class 4 contains 26501 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 36915 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 9364 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10780 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 21076 members 
Mstep: Class 16 contains 75138 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 58344 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8085 members 
Mstep: Class 24 contains 14176 members 
Mstep: Class 25 contains 43142 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657388.000000 Penalty: 55564.910156
Iteration 281Q: 27 clusters Score -6.265739e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83295 members 
Mstep: Class 2 contains 3911 members 
Mstep: Class 3 contains 30279 members 
Mstep: Class 4 contains 26501 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 36922 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 9375 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10770 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 21074 members 
Mstep: Class 16 contains 75140 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 58343 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8076 members 
Mstep: Class 24 contains 14175 members 
Mstep: Class 25 contains 43147 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657420.000000 Penalty: 55564.910156
Iteration 282Q: 27 clusters Score -6.265742e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 30279 members 
Mstep: Class 4 contains 26504 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 36929 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 9390 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10764 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 21074 members 
Mstep: Class 16 contains 75139 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 58344 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8069 members 
Mstep: Class 24 contains 14176 members 
Mstep: Class 25 contains 43147 members 
Mstep: Class 26 contains 43522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657408.000000 Penalty: 55564.910156
Iteration 283Q: 27 clusters Score -6.265741e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83283 members 
Mstep: Class 2 contains 3898 members 
Mstep: Class 3 contains 30282 members 
Mstep: Class 4 contains 26506 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 36937 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 9404 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10754 members 
Mstep: Class 14 contains 4042 members 
Mstep: Class 15 contains 21072 members 
Mstep: Class 16 contains 75140 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 58346 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8060 members 
Mstep: Class 24 contains 14176 members 
Mstep: Class 25 contains 43148 members 
Mstep: Class 26 contains 43522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657420.000000 Penalty: 55564.910156
Iteration 284Q: 27 clusters Score -6.265742e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83275 members 
Mstep: Class 2 contains 3898 members 
Mstep: Class 3 contains 30281 members 
Mstep: Class 4 contains 26505 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 36945 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 9416 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10747 members 
Mstep: Class 14 contains 4041 members 
Mstep: Class 15 contains 21071 members 
Mstep: Class 16 contains 75144 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 58348 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8053 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43147 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657416.000000 Penalty: 55564.910156
Iteration 285Q: 27 clusters Score -6.265742e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83273 members 
Mstep: Class 2 contains 3895 members 
Mstep: Class 3 contains 30285 members 
Mstep: Class 4 contains 26504 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 36948 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 9413 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10734 members 
Mstep: Class 14 contains 4041 members 
Mstep: Class 15 contains 21071 members 
Mstep: Class 16 contains 75146 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 58357 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8050 members 
Mstep: Class 24 contains 14178 members 
Mstep: Class 25 contains 43148 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657416.000000 Penalty: 55564.910156
Iteration 286Q: 27 clusters Score -6.265742e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83265 members 
Mstep: Class 2 contains 3893 members 
Mstep: Class 3 contains 30288 members 
Mstep: Class 4 contains 26509 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 36950 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 9420 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10724 members 
Mstep: Class 14 contains 4040 members 
Mstep: Class 15 contains 21072 members 
Mstep: Class 16 contains 75143 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 58369 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8044 members 
Mstep: Class 24 contains 14179 members 
Mstep: Class 25 contains 43147 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657444.000000 Penalty: 55564.910156
Iteration 287Q: 27 clusters Score -6.265744e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 3889 members 
Mstep: Class 3 contains 30291 members 
Mstep: Class 4 contains 26511 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 36951 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 9428 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10709 members 
Mstep: Class 14 contains 4039 members 
Mstep: Class 15 contains 21071 members 
Mstep: Class 16 contains 75143 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 58386 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8039 members 
Mstep: Class 24 contains 14182 members 
Mstep: Class 25 contains 43143 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657460.000000 Penalty: 55564.910156
Iteration 288Q: 27 clusters Score -6.265746e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 30296 members 
Mstep: Class 4 contains 26513 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 36953 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10686 members 
Mstep: Class 14 contains 4039 members 
Mstep: Class 15 contains 21068 members 
Mstep: Class 16 contains 75143 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 58411 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8031 members 
Mstep: Class 24 contains 14183 members 
Mstep: Class 25 contains 43140 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657492.000000 Penalty: 55564.910156
Iteration 289Q: 27 clusters Score -6.265749e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 3880 members 
Mstep: Class 3 contains 30296 members 
Mstep: Class 4 contains 26513 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 36952 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 3146 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10658 members 
Mstep: Class 14 contains 4038 members 
Mstep: Class 15 contains 21067 members 
Mstep: Class 16 contains 75144 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6354 members 
Mstep: Class 20 contains 58438 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8031 members 
Mstep: Class 24 contains 14183 members 
Mstep: Class 25 contains 43139 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657520.000000 Penalty: 55564.910156
Iteration 290Q: 27 clusters Score -6.265752e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83256 members 
Mstep: Class 2 contains 3876 members 
Mstep: Class 3 contains 30298 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 36952 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 9445 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 3146 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10638 members 
Mstep: Class 14 contains 4041 members 
Mstep: Class 15 contains 21065 members 
Mstep: Class 16 contains 75140 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6355 members 
Mstep: Class 20 contains 58458 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8028 members 
Mstep: Class 24 contains 14184 members 
Mstep: Class 25 contains 43141 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657496.000000 Penalty: 55564.910156
Iteration 291Q: 27 clusters Score -6.26575e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83253 members 
Mstep: Class 2 contains 3872 members 
Mstep: Class 3 contains 30298 members 
Mstep: Class 4 contains 26519 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 36954 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 9447 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 3147 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10624 members 
Mstep: Class 14 contains 4042 members 
Mstep: Class 15 contains 21061 members 
Mstep: Class 16 contains 75138 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6354 members 
Mstep: Class 20 contains 58470 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8027 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43142 members 
Mstep: Class 26 contains 43523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657512.000000 Penalty: 55564.910156
Iteration 292Q: 27 clusters Score -6.265751e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 3869 members 
Mstep: Class 3 contains 30296 members 
Mstep: Class 4 contains 26520 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 36956 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 9452 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 3148 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10609 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 21054 members 
Mstep: Class 16 contains 75137 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 58491 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8026 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43141 members 
Mstep: Class 26 contains 43524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657484.000000 Penalty: 55564.910156
Iteration 293Q: 27 clusters Score -6.265748e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 3864 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26522 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 36961 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 9458 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 3147 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 4044 members 
Mstep: Class 15 contains 21047 members 
Mstep: Class 16 contains 75136 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 58515 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8025 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43140 members 
Mstep: Class 26 contains 43523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657496.000000 Penalty: 55564.910156
Iteration 294Q: 27 clusters Score -6.26575e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 3863 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26522 members 
Mstep: Class 5 contains 6402 members 
Mstep: Class 6 contains 36965 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 9462 members 
Mstep: Class 10 contains 5017 members 
Mstep: Class 11 contains 3150 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10572 members 
Mstep: Class 14 contains 4045 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 16 contains 75135 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 58534 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8022 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43139 members 
Mstep: Class 26 contains 43523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657552.000000 Penalty: 55564.910156
Iteration 295Q: 27 clusters Score -6.265755e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 3861 members 
Mstep: Class 3 contains 30293 members 
Mstep: Class 4 contains 26524 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 36967 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 9464 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 3150 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10552 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 21038 members 
Mstep: Class 16 contains 75134 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 58556 members 
Mstep: Class 21 contains 13991 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43139 members 
Mstep: Class 26 contains 43523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657576.000000 Penalty: 55564.910156
Iteration 296Q: 27 clusters Score -6.265758e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 3861 members 
Mstep: Class 3 contains 30293 members 
Mstep: Class 4 contains 26524 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 36971 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 3150 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10536 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 21026 members 
Mstep: Class 16 contains 75133 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 58579 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14184 members 
Mstep: Class 25 contains 43141 members 
Mstep: Class 26 contains 43522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657580.000000 Penalty: 55564.910156
Iteration 297Q: 27 clusters Score -6.265758e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 3861 members 
Mstep: Class 3 contains 30292 members 
Mstep: Class 4 contains 26524 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 36972 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 3152 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 21016 members 
Mstep: Class 16 contains 75132 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 58600 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14184 members 
Mstep: Class 25 contains 43140 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657552.000000 Penalty: 55564.910156
Iteration 298Q: 27 clusters Score -6.265755e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 3861 members 
Mstep: Class 3 contains 30292 members 
Mstep: Class 4 contains 26524 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 36971 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3155 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10510 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 21009 members 
Mstep: Class 16 contains 75132 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 58622 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14184 members 
Mstep: Class 25 contains 43135 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657556.000000 Penalty: 55564.910156
Iteration 299Q: 27 clusters Score -6.265756e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 3861 members 
Mstep: Class 3 contains 30292 members 
Mstep: Class 4 contains 26523 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 36969 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3159 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 20996 members 
Mstep: Class 16 contains 75130 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 58639 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14184 members 
Mstep: Class 25 contains 43138 members 
Mstep: Class 26 contains 43522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657500.000000 Penalty: 55564.910156
Iteration 300F: 27 clusters Score -6.26575e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 3860 members 
Mstep: Class 3 contains 30292 members 
Mstep: Class 4 contains 26521 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 36967 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10493 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 20987 members 
Mstep: Class 16 contains 75131 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 58659 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43136 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657500.000000 Penalty: 55564.910156
Iteration 301Q: 27 clusters Score -6.26575e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26520 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 36963 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3166 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 10477 members 
Mstep: Class 14 contains 4047 members 
Mstep: Class 15 contains 20983 members 
Mstep: Class 16 contains 75131 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 58674 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43137 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657524.000000 Penalty: 55564.910156
Iteration 302Q: 27 clusters Score -6.265752e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 3857 members 
Mstep: Class 3 contains 30296 members 
Mstep: Class 4 contains 26516 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 36963 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 10456 members 
Mstep: Class 14 contains 4047 members 
Mstep: Class 15 contains 20975 members 
Mstep: Class 16 contains 75131 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 58704 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43137 members 
Mstep: Class 26 contains 43520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657512.000000 Penalty: 55564.910156
Iteration 303Q: 27 clusters Score -6.265751e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 3858 members 
Mstep: Class 3 contains 30296 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 36964 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 10429 members 
Mstep: Class 14 contains 4047 members 
Mstep: Class 15 contains 20964 members 
Mstep: Class 16 contains 75131 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 58738 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43138 members 
Mstep: Class 26 contains 43520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657484.000000 Penalty: 55564.910156
Iteration 304Q: 27 clusters Score -6.265748e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 3858 members 
Mstep: Class 3 contains 30296 members 
Mstep: Class 4 contains 26512 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 36967 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 10405 members 
Mstep: Class 14 contains 4048 members 
Mstep: Class 15 contains 20950 members 
Mstep: Class 16 contains 75132 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6351 members 
Mstep: Class 20 contains 58771 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43140 members 
Mstep: Class 26 contains 43520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657548.000000 Penalty: 55564.910156
Iteration 305Q: 27 clusters Score -6.265755e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 3858 members 
Mstep: Class 3 contains 30296 members 
Mstep: Class 4 contains 26512 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 36969 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 10381 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 20941 members 
Mstep: Class 16 contains 75131 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6351 members 
Mstep: Class 20 contains 58803 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43138 members 
Mstep: Class 26 contains 43519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657588.000000 Penalty: 55564.910156
Iteration 306Q: 27 clusters Score -6.265759e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 3858 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26512 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 36969 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3178 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 10360 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 20933 members 
Mstep: Class 16 contains 75131 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6351 members 
Mstep: Class 20 contains 58828 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43140 members 
Mstep: Class 26 contains 43519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657556.000000 Penalty: 55564.910156
Iteration 307Q: 27 clusters Score -6.265756e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 3858 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26510 members 
Mstep: Class 5 contains 6402 members 
Mstep: Class 6 contains 36968 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 10336 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 20927 members 
Mstep: Class 16 contains 75133 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6351 members 
Mstep: Class 20 contains 58860 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43137 members 
Mstep: Class 26 contains 43519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657612.000000 Penalty: 55564.910156
Iteration 308Q: 27 clusters Score -6.265761e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 3858 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26508 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 36968 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3185 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 10311 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 20919 members 
Mstep: Class 16 contains 75131 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 58896 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14188 members 
Mstep: Class 25 contains 43135 members 
Mstep: Class 26 contains 43520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657660.000000 Penalty: 55564.910156
Iteration 309Q: 27 clusters Score -6.265766e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 3858 members 
Mstep: Class 3 contains 30297 members 
Mstep: Class 4 contains 26508 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 36971 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 10277 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 20905 members 
Mstep: Class 16 contains 75132 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 58945 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8022 members 
Mstep: Class 24 contains 14188 members 
Mstep: Class 25 contains 43127 members 
Mstep: Class 26 contains 43520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657628.000000 Penalty: 55564.910156
Iteration 310Q: 27 clusters Score -6.265763e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 30297 members 
Mstep: Class 4 contains 26508 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 36969 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2990 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3192 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 10249 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 20888 members 
Mstep: Class 16 contains 75132 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 58990 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8025 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43121 members 
Mstep: Class 26 contains 43519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657644.000000 Penalty: 55564.910156
Iteration 311Q: 27 clusters Score -6.265764e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 30296 members 
Mstep: Class 4 contains 26507 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 36968 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2994 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 3191 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 10222 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 20875 members 
Mstep: Class 16 contains 75134 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 59033 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8025 members 
Mstep: Class 24 contains 14186 members 
Mstep: Class 25 contains 43118 members 
Mstep: Class 26 contains 43519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657620.000000 Penalty: 55564.910156
Iteration 312Q: 27 clusters Score -6.265762e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26507 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 36970 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2996 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3191 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 10188 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 20861 members 
Mstep: Class 16 contains 75138 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 59076 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8025 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43116 members 
Mstep: Class 26 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657624.000000 Penalty: 55564.910156
Iteration 313Q: 27 clusters Score -6.265762e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26506 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 36972 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2998 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3191 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 20845 members 
Mstep: Class 16 contains 75141 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6347 members 
Mstep: Class 20 contains 59127 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8025 members 
Mstep: Class 24 contains 14188 members 
Mstep: Class 25 contains 43116 members 
Mstep: Class 26 contains 43519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657568.000000 Penalty: 55564.910156
Iteration 314Q: 27 clusters Score -6.265757e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26504 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 36973 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3192 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 10115 members 
Mstep: Class 14 contains 4048 members 
Mstep: Class 15 contains 20820 members 
Mstep: Class 16 contains 75143 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 59185 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8024 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43116 members 
Mstep: Class 26 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657548.000000 Penalty: 55564.910156
Iteration 315Q: 27 clusters Score -6.265755e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26504 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 36975 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3196 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 10075 members 
Mstep: Class 14 contains 4048 members 
Mstep: Class 15 contains 20799 members 
Mstep: Class 16 contains 75145 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 59238 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8023 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43116 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657564.000000 Penalty: 55564.910156
Iteration 316Q: 27 clusters Score -6.265756e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26504 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 36974 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3200 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 10040 members 
Mstep: Class 14 contains 4048 members 
Mstep: Class 15 contains 20785 members 
Mstep: Class 16 contains 75149 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 59281 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8022 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43117 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657572.000000 Penalty: 55564.910156
Iteration 317Q: 27 clusters Score -6.265757e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26505 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 36970 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3202 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 10008 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 20775 members 
Mstep: Class 16 contains 75148 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 59318 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8022 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43121 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657556.000000 Penalty: 55564.910156
Iteration 318Q: 27 clusters Score -6.265756e+07 nChanged 77
Entering ConstructFrom: 
Score: -62657556.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (83243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Entering Unmasked Estep 
Score: -10284859.000000 Penalty: 1841.046875
	Iteration 0F: 2 clusters Score -1.028486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -10233391.000000 Penalty: 3682.093750
	Iteration 0F: 3 clusters Score -1.023339e+07 nChanged 39699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -10256265.000000 Penalty: 3682.093750
	Iteration 1F: 3 clusters Score -1.025626e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -10256989.000000 Penalty: 3682.093750
	Iteration 2Q: 3 clusters Score -1.025699e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -10257943.000000 Penalty: 3682.093750
	Iteration 3Q: 3 clusters Score -1.025794e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -10259529.000000 Penalty: 3682.093750
	Iteration 4Q: 3 clusters Score -1.025953e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -10262051.000000 Penalty: 3682.093750
	Iteration 5F: 3 clusters Score -1.026205e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -10266443.000000 Penalty: 3682.093750
	Iteration 6F: 3 clusters Score -1.026644e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -10272383.000000 Penalty: 3682.093750
	Iteration 7F: 3 clusters Score -1.027238e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -10277705.000000 Penalty: 3682.093750
	Iteration 8F: 3 clusters Score -1.02777e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -10281088.000000 Penalty: 3682.093750
	Iteration 9F: 3 clusters Score -1.028109e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 81966 members 
Entering Unmasked Estep 
Score: -10282491.000000 Penalty: 3682.093750
	Iteration 10Q: 3 clusters Score -1.028249e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -10282942.000000 Penalty: 3682.093750
	Iteration 11Q: 3 clusters Score -1.028294e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -10283103.000000 Penalty: 3682.093750
	Iteration 12Q: 3 clusters Score -1.02831e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -10283169.000000 Penalty: 3682.093750
	Iteration 13Q: 3 clusters Score -1.028317e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -10283230.000000 Penalty: 3682.093750
	Iteration 14Q: 3 clusters Score -1.028323e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 82946 members 
Entering Unmasked Estep 
Score: -10283272.000000 Penalty: 3682.093750
	Iteration 15Q: 3 clusters Score -1.028327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -10283276.000000 Penalty: 3682.093750
	Iteration 16Q: 3 clusters Score -1.028328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -10283277.000000 Penalty: 3682.093750
	Iteration 17Q: 3 clusters Score -1.028328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -10283286.000000 Penalty: 3682.093750
	Iteration 18Q: 3 clusters Score -1.028329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 82964 members 
Entering Unmasked Estep 
Score: -10283283.000000 Penalty: 3682.093750
	Iteration 19Q: 3 clusters Score -1.028328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -10283290.000000 Penalty: 3682.093750
	Iteration 20F: 3 clusters Score -1.028329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 82967 members 
Entering Unmasked Estep 
Score: -10283289.000000 Penalty: 3682.093750
	Iteration 21Q: 3 clusters Score -1.028329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -10283290.000000 Penalty: 3682.093750
	Iteration 22Q: 3 clusters Score -1.028329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -10283295.000000 Penalty: 3682.093750
	Iteration 23Q: 3 clusters Score -1.02833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -10283295.000000 Penalty: 3682.093750
	Iteration 24Q: 3 clusters Score -1.02833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -10283302.000000 Penalty: 3682.093750
	Iteration 25Q: 3 clusters Score -1.02833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -10283302.000000 Penalty: 3682.093750
	Iteration 26F: 3 clusters Score -1.02833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Entering Unmasked Estep 
Score: -478812.093750 Penalty: 1341.951538
	Iteration 0F: 2 clusters Score -478812.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -475521.875000 Penalty: 2683.903076
	Iteration 0F: 3 clusters Score -475521.9 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -476349.156250 Penalty: 2683.903076
	Iteration 1F: 3 clusters Score -476349.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -476527.125000 Penalty: 2683.903076
	Iteration 2F: 3 clusters Score -476527.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -476647.187500 Penalty: 2683.903076
	Iteration 3F: 3 clusters Score -476647.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -476721.843750 Penalty: 2683.903076
	Iteration 4Q: 3 clusters Score -476721.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -476772.312500 Penalty: 2683.903076
	Iteration 5Q: 3 clusters Score -476772.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -476816.281250 Penalty: 2683.903076
	Iteration 6Q: 3 clusters Score -476816.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -476855.625000 Penalty: 2683.903076
	Iteration 7Q: 3 clusters Score -476855.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -476888.781250 Penalty: 2683.903076
	Iteration 8Q: 3 clusters Score -476888.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -476907.812500 Penalty: 2683.903076
	Iteration 9Q: 3 clusters Score -476907.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -476926.562500 Penalty: 2683.903076
	Iteration 10Q: 3 clusters Score -476926.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -476947.875000 Penalty: 2683.903076
	Iteration 11Q: 3 clusters Score -476947.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -476969.687500 Penalty: 2683.903076
	Iteration 12Q: 3 clusters Score -476969.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -476983.343750 Penalty: 2683.903076
	Iteration 13Q: 3 clusters Score -476983.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -476995.593750 Penalty: 2683.903076
	Iteration 14Q: 3 clusters Score -476995.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -477005.062500 Penalty: 2683.903076
	Iteration 15Q: 3 clusters Score -477005.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -477016.250000 Penalty: 2683.903076
	Iteration 16Q: 3 clusters Score -477016.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -477026.187500 Penalty: 2683.903076
	Iteration 17Q: 3 clusters Score -477026.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -477045.812500 Penalty: 2683.903076
	Iteration 18Q: 3 clusters Score -477045.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -477061.656250 Penalty: 2683.903076
	Iteration 19Q: 3 clusters Score -477061.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -477078.218750 Penalty: 2683.903076
	Iteration 20F: 3 clusters Score -477078.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -477092.343750 Penalty: 2683.903076
	Iteration 21Q: 3 clusters Score -477092.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -477102.562500 Penalty: 2683.903076
	Iteration 22Q: 3 clusters Score -477102.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -477114.718750 Penalty: 2683.903076
	Iteration 23Q: 3 clusters Score -477114.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -477126.437500 Penalty: 2683.903076
	Iteration 24Q: 3 clusters Score -477126.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -477138.062500 Penalty: 2683.903076
	Iteration 25Q: 3 clusters Score -477138.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -477150.250000 Penalty: 2683.903076
	Iteration 26Q: 3 clusters Score -477150.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -477160.156250 Penalty: 2683.903076
	Iteration 27Q: 3 clusters Score -477160.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -477168.843750 Penalty: 2683.903076
	Iteration 28Q: 3 clusters Score -477168.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -477179.031250 Penalty: 2683.903076
	Iteration 29Q: 3 clusters Score -477179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -477194.031250 Penalty: 2683.903076
	Iteration 30Q: 3 clusters Score -477194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -477205.593750 Penalty: 2683.903076
	Iteration 31Q: 3 clusters Score -477205.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -477217.593750 Penalty: 2683.903076
	Iteration 32Q: 3 clusters Score -477217.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -477233.250000 Penalty: 2683.903076
	Iteration 33Q: 3 clusters Score -477233.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -477251.468750 Penalty: 2683.903076
	Iteration 34Q: 3 clusters Score -477251.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -477269.437500 Penalty: 2683.903076
	Iteration 35Q: 3 clusters Score -477269.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -477288.843750 Penalty: 2683.903076
	Iteration 36Q: 3 clusters Score -477288.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -477313.156250 Penalty: 2683.903076
	Iteration 37Q: 3 clusters Score -477313.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -477339.656250 Penalty: 2683.903076
	Iteration 38Q: 3 clusters Score -477339.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -477377.437500 Penalty: 2683.903076
	Iteration 39Q: 3 clusters Score -477377.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -477409.656250 Penalty: 2683.903076
	Iteration 40F: 3 clusters Score -477409.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -477446.968750 Penalty: 2683.903076
	Iteration 41Q: 3 clusters Score -477447 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -477487.562500 Penalty: 2683.903076
	Iteration 42Q: 3 clusters Score -477487.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -477514.812500 Penalty: 2683.903076
	Iteration 43Q: 3 clusters Score -477514.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -477532.375000 Penalty: 2683.903076
	Iteration 44Q: 3 clusters Score -477532.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -477549.968750 Penalty: 2683.903076
	Iteration 45Q: 3 clusters Score -477550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -477561.593750 Penalty: 2683.903076
	Iteration 46Q: 3 clusters Score -477561.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -477571.656250 Penalty: 2683.903076
	Iteration 47Q: 3 clusters Score -477571.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -477578.875000 Penalty: 2683.903076
	Iteration 48Q: 3 clusters Score -477578.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -477587.468750 Penalty: 2683.903076
	Iteration 49Q: 3 clusters Score -477587.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -477591.562500 Penalty: 2683.903076
	Iteration 50Q: 3 clusters Score -477591.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -477598.125000 Penalty: 2683.903076
	Iteration 51Q: 3 clusters Score -477598.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -477604.375000 Penalty: 2683.903076
	Iteration 52Q: 3 clusters Score -477604.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -477612.062500 Penalty: 2683.903076
	Iteration 53Q: 3 clusters Score -477612.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -477620.812500 Penalty: 2683.903076
	Iteration 54Q: 3 clusters Score -477620.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -477627.062500 Penalty: 2683.903076
	Iteration 55Q: 3 clusters Score -477627.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -477631.468750 Penalty: 2683.903076
	Iteration 56Q: 3 clusters Score -477631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -477633.062500 Penalty: 2683.903076
	Iteration 57Q: 3 clusters Score -477633.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -477634.656250 Penalty: 2683.903076
	Iteration 58Q: 3 clusters Score -477634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -477637.156250 Penalty: 2683.903076
	Iteration 59Q: 3 clusters Score -477637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -477639.812500 Penalty: 2683.903076
	Iteration 60F: 3 clusters Score -477639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -477643.000000 Penalty: 2683.903076
	Iteration 61Q: 3 clusters Score -477643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -477644.093750 Penalty: 2683.903076
	Iteration 62Q: 3 clusters Score -477644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -477646.125000 Penalty: 2683.903076
	Iteration 63Q: 3 clusters Score -477646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -477646.781250 Penalty: 2683.903076
	Iteration 64Q: 3 clusters Score -477646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -477648.593750 Penalty: 2683.903076
	Iteration 65Q: 3 clusters Score -477648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -477649.062500 Penalty: 2683.903076
	Iteration 66Q: 3 clusters Score -477649.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -477650.750000 Penalty: 2683.903076
	Iteration 67Q: 3 clusters Score -477650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -477653.000000 Penalty: 2683.903076
	Iteration 68Q: 3 clusters Score -477653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -477654.281250 Penalty: 2683.903076
	Iteration 69Q: 3 clusters Score -477654.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -477656.625000 Penalty: 2683.903076
	Iteration 70Q: 3 clusters Score -477656.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -477657.625000 Penalty: 2683.903076
	Iteration 71Q: 3 clusters Score -477657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -477661.218750 Penalty: 2683.903076
	Iteration 72Q: 3 clusters Score -477661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -477662.343750 Penalty: 2683.903076
	Iteration 73Q: 3 clusters Score -477662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -477663.062500 Penalty: 2683.903076
	Iteration 74Q: 3 clusters Score -477663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -477663.562500 Penalty: 2683.903076
	Iteration 75Q: 3 clusters Score -477663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -477664.343750 Penalty: 2683.903076
	Iteration 76Q: 3 clusters Score -477664.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -477664.343750 Penalty: 2683.903076
	Iteration 77F: 3 clusters Score -477664.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Entering Unmasked Estep 
Score: -3781418.250000 Penalty: 1676.789551
	Iteration 0F: 2 clusters Score -3781418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3761090.750000 Penalty: 3353.579102
	Iteration 0F: 3 clusters Score -3761091 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3768906.500000 Penalty: 3353.579102
	Iteration 1F: 3 clusters Score -3768906 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3769394.250000 Penalty: 3353.579102
	Iteration 2Q: 3 clusters Score -3769394 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3770063.500000 Penalty: 3353.579102
	Iteration 3Q: 3 clusters Score -3770064 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3771102.500000 Penalty: 3353.579102
	Iteration 4F: 3 clusters Score -3771102 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -3772781.250000 Penalty: 3353.579102
	Iteration 5F: 3 clusters Score -3772781 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3775003.000000 Penalty: 3353.579102
	Iteration 6F: 3 clusters Score -3775003 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3777158.250000 Penalty: 3353.579102
	Iteration 7F: 3 clusters Score -3777158 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -3778679.000000 Penalty: 3353.579102
	Iteration 8F: 3 clusters Score -3778679 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3779408.750000 Penalty: 3353.579102
	Iteration 9Q: 3 clusters Score -3779409 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -3779715.000000 Penalty: 3353.579102
	Iteration 10Q: 3 clusters Score -3779715 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -3779831.750000 Penalty: 3353.579102
	Iteration 11Q: 3 clusters Score -3779832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3779867.750000 Penalty: 3353.579102
	Iteration 12Q: 3 clusters Score -3779868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -3779904.000000 Penalty: 3353.579102
	Iteration 13Q: 3 clusters Score -3779904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -3779922.500000 Penalty: 3353.579102
	Iteration 14Q: 3 clusters Score -3779922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -3779932.500000 Penalty: 3353.579102
	Iteration 15Q: 3 clusters Score -3779932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3779936.250000 Penalty: 3353.579102
	Iteration 16Q: 3 clusters Score -3779936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -3779940.250000 Penalty: 3353.579102
	Iteration 17Q: 3 clusters Score -3779940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -3779946.500000 Penalty: 3353.579102
	Iteration 18Q: 3 clusters Score -3779946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -3779945.750000 Penalty: 3353.579102
	Iteration 19Q: 3 clusters Score -3779946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -3779948.750000 Penalty: 3353.579102
	Iteration 20F: 3 clusters Score -3779949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -3779950.750000 Penalty: 3353.579102
	Iteration 21Q: 3 clusters Score -3779951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3779950.250000 Penalty: 3353.579102
	Iteration 22Q: 3 clusters Score -3779950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3779950.250000 Penalty: 3353.579102
	Iteration 23F: 3 clusters Score -3779950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Entering Unmasked Estep 
Score: -3326400.500000 Penalty: 1655.077026
	Iteration 0F: 2 clusters Score -3326400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3308343.500000 Penalty: 3310.154053
	Iteration 0F: 3 clusters Score -3308344 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3315440.000000 Penalty: 3310.154053
	Iteration 1F: 3 clusters Score -3315440 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3315905.250000 Penalty: 3310.154053
	Iteration 2Q: 3 clusters Score -3315905 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -3316508.250000 Penalty: 3310.154053
	Iteration 3F: 3 clusters Score -3316508 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3317278.500000 Penalty: 3310.154053
	Iteration 4F: 3 clusters Score -3317278 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -3318397.250000 Penalty: 3310.154053
	Iteration 5F: 3 clusters Score -3318397 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3319933.000000 Penalty: 3310.154053
	Iteration 6F: 3 clusters Score -3319933 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3321637.500000 Penalty: 3310.154053
	Iteration 7F: 3 clusters Score -3321638 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3323102.000000 Penalty: 3310.154053
	Iteration 8F: 3 clusters Score -3323102 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3324029.250000 Penalty: 3310.154053
	Iteration 9Q: 3 clusters Score -3324029 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3324517.500000 Penalty: 3310.154053
	Iteration 10Q: 3 clusters Score -3324518 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -3324742.000000 Penalty: 3310.154053
	Iteration 11Q: 3 clusters Score -3324742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3324847.250000 Penalty: 3310.154053
	Iteration 12Q: 3 clusters Score -3324847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3324886.750000 Penalty: 3310.154053
	Iteration 13Q: 3 clusters Score -3324887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3324902.250000 Penalty: 3310.154053
	Iteration 14Q: 3 clusters Score -3324902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3324911.250000 Penalty: 3310.154053
	Iteration 15Q: 3 clusters Score -3324911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3324928.250000 Penalty: 3310.154053
	Iteration 16Q: 3 clusters Score -3324928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3324937.750000 Penalty: 3310.154053
	Iteration 17Q: 3 clusters Score -3324938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3324942.750000 Penalty: 3310.154053
	Iteration 18Q: 3 clusters Score -3324943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3324951.000000 Penalty: 3310.154053
	Iteration 19Q: 3 clusters Score -3324951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3324963.500000 Penalty: 3310.154053
	Iteration 20F: 3 clusters Score -3324964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3324966.750000 Penalty: 3310.154053
	Iteration 21Q: 3 clusters Score -3324967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3324970.750000 Penalty: 3310.154053
	Iteration 22Q: 3 clusters Score -3324971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3324970.750000 Penalty: 3310.154053
	Iteration 23F: 3 clusters Score -3324971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Entering Unmasked Estep 
Score: -754473.187500 Penalty: 1424.082397
	Iteration 0F: 2 clusters Score -754473.2 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 3213 members 
Entering Unmasked Estep 
Score: -749595.187500 Penalty: 2848.164795
	Iteration 0F: 3 clusters Score -749595.2 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -751012.625000 Penalty: 2848.164795
	Iteration 1F: 3 clusters Score -751012.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -751221.125000 Penalty: 2848.164795
	Iteration 2F: 3 clusters Score -751221.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -751371.500000 Penalty: 2848.164795
	Iteration 3F: 3 clusters Score -751371.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -751484.937500 Penalty: 2848.164795
	Iteration 4Q: 3 clusters Score -751484.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -751583.312500 Penalty: 2848.164795
	Iteration 5Q: 3 clusters Score -751583.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -751668.625000 Penalty: 2848.164795
	Iteration 6Q: 3 clusters Score -751668.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -751735.562500 Penalty: 2848.164795
	Iteration 7Q: 3 clusters Score -751735.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -751798.187500 Penalty: 2848.164795
	Iteration 8Q: 3 clusters Score -751798.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -751868.625000 Penalty: 2848.164795
	Iteration 9Q: 3 clusters Score -751868.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -751949.125000 Penalty: 2848.164795
	Iteration 10Q: 3 clusters Score -751949.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -752017.312500 Penalty: 2848.164795
	Iteration 11Q: 3 clusters Score -752017.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -752091.312500 Penalty: 2848.164795
	Iteration 12Q: 3 clusters Score -752091.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -752184.812500 Penalty: 2848.164795
	Iteration 13Q: 3 clusters Score -752184.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -752292.437500 Penalty: 2848.164795
	Iteration 14Q: 3 clusters Score -752292.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -752429.062500 Penalty: 2848.164795
	Iteration 15Q: 3 clusters Score -752429.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -752551.187500 Penalty: 2848.164795
	Iteration 16Q: 3 clusters Score -752551.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -752662.625000 Penalty: 2848.164795
	Iteration 17Q: 3 clusters Score -752662.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -752757.500000 Penalty: 2848.164795
	Iteration 18Q: 3 clusters Score -752757.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -752843.062500 Penalty: 2848.164795
	Iteration 19Q: 3 clusters Score -752843.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -752942.687500 Penalty: 2848.164795
	Iteration 20F: 3 clusters Score -752942.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -753004.937500 Penalty: 2848.164795
	Iteration 21Q: 3 clusters Score -753004.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -753057.687500 Penalty: 2848.164795
	Iteration 22Q: 3 clusters Score -753057.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -753101.625000 Penalty: 2848.164795
	Iteration 23Q: 3 clusters Score -753101.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -753134.187500 Penalty: 2848.164795
	Iteration 24Q: 3 clusters Score -753134.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -753151.750000 Penalty: 2848.164795
	Iteration 25Q: 3 clusters Score -753151.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -753166.125000 Penalty: 2848.164795
	Iteration 26Q: 3 clusters Score -753166.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -753176.812500 Penalty: 2848.164795
	Iteration 27Q: 3 clusters Score -753176.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -753185.625000 Penalty: 2848.164795
	Iteration 28Q: 3 clusters Score -753185.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -753195.687500 Penalty: 2848.164795
	Iteration 29Q: 3 clusters Score -753195.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -753200.125000 Penalty: 2848.164795
	Iteration 30Q: 3 clusters Score -753200.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -753210.312500 Penalty: 2848.164795
	Iteration 31Q: 3 clusters Score -753210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -753218.312500 Penalty: 2848.164795
	Iteration 32Q: 3 clusters Score -753218.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -753230.000000 Penalty: 2848.164795
	Iteration 33Q: 3 clusters Score -753230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -753237.500000 Penalty: 2848.164795
	Iteration 34Q: 3 clusters Score -753237.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -753244.687500 Penalty: 2848.164795
	Iteration 35Q: 3 clusters Score -753244.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -753249.000000 Penalty: 2848.164795
	Iteration 36Q: 3 clusters Score -753249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -753251.250000 Penalty: 2848.164795
	Iteration 37Q: 3 clusters Score -753251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -753252.875000 Penalty: 2848.164795
	Iteration 38Q: 3 clusters Score -753252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -753254.437500 Penalty: 2848.164795
	Iteration 39Q: 3 clusters Score -753254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -753254.500000 Penalty: 2848.164795
	Iteration 40F: 3 clusters Score -753254.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Entering Unmasked Estep 
Score: -4695953.000000 Penalty: 1709.156982
	Iteration 0F: 2 clusters Score -4695953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4671203.500000 Penalty: 3418.313965
	Iteration 0F: 3 clusters Score -4671204 nChanged 17187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -4680621.500000 Penalty: 3418.313965
	Iteration 1F: 3 clusters Score -4680622 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -4681016.000000 Penalty: 3418.313965
	Iteration 2Q: 3 clusters Score -4681016 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -4681428.000000 Penalty: 3418.313965
	Iteration 3Q: 3 clusters Score -4681428 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4681827.000000 Penalty: 3418.313965
	Iteration 4Q: 3 clusters Score -4681827 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -4682278.500000 Penalty: 3418.313965
	Iteration 5Q: 3 clusters Score -4682278 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4682748.000000 Penalty: 3418.313965
	Iteration 6Q: 3 clusters Score -4682748 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -4683272.000000 Penalty: 3418.313965
	Iteration 7Q: 3 clusters Score -4683272 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -4683880.000000 Penalty: 3418.313965
	Iteration 8Q: 3 clusters Score -4683880 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -4684581.500000 Penalty: 3418.313965
	Iteration 9Q: 3 clusters Score -4684582 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4685548.500000 Penalty: 3418.313965
	Iteration 10Q: 3 clusters Score -4685548 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -4686641.000000 Penalty: 3418.313965
	Iteration 11Q: 3 clusters Score -4686641 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4687627.000000 Penalty: 3418.313965
	Iteration 12Q: 3 clusters Score -4687627 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4688079.500000 Penalty: 3418.313965
	Iteration 13Q: 3 clusters Score -4688080 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -4688284.500000 Penalty: 3418.313965
	Iteration 14Q: 3 clusters Score -4688284 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -4688392.000000 Penalty: 3418.313965
	Iteration 15Q: 3 clusters Score -4688392 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -4688420.000000 Penalty: 3418.313965
	Iteration 16Q: 3 clusters Score -4688420 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4688472.000000 Penalty: 3418.313965
	Iteration 17Q: 3 clusters Score -4688472 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4688506.000000 Penalty: 3418.313965
	Iteration 18Q: 3 clusters Score -4688506 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4688554.500000 Penalty: 3418.313965
	Iteration 19Q: 3 clusters Score -4688554 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4688579.500000 Penalty: 3418.313965
	Iteration 20F: 3 clusters Score -4688580 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -4688609.000000 Penalty: 3418.313965
	Iteration 21Q: 3 clusters Score -4688609 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -4688629.500000 Penalty: 3418.313965
	Iteration 22Q: 3 clusters Score -4688630 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -4688654.000000 Penalty: 3418.313965
	Iteration 23Q: 3 clusters Score -4688654 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -4688684.500000 Penalty: 3418.313965
	Iteration 24Q: 3 clusters Score -4688684 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4688727.000000 Penalty: 3418.313965
	Iteration 25Q: 3 clusters Score -4688727 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4688749.500000 Penalty: 3418.313965
	Iteration 26Q: 3 clusters Score -4688750 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -4688768.500000 Penalty: 3418.313965
	Iteration 27Q: 3 clusters Score -4688768 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -4688767.000000 Penalty: 3418.313965
	Iteration 28Q: 3 clusters Score -4688767 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4688821.500000 Penalty: 3418.313965
	Iteration 29Q: 3 clusters Score -4688822 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -4688862.000000 Penalty: 3418.313965
	Iteration 30Q: 3 clusters Score -4688862 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 17994 members 
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Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 17813 members 
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Mstep: Class 1 contains 19283 members 
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Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 17540 members 
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Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 17360 members 
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Mstep: Class 1 contains 19809 members 
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Mstep: Class 1 contains 20046 members 
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Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 16651 members 
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Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 15992 members 
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Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22270 members 
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Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23913 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24489 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 11387 members 
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Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26536 members 
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Mstep: Class 1 contains 26929 members 
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	Iteration 123Q: 3 clusters Score -4694284 nChanged 27
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Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4694297.500000 Penalty: 3418.313965
	Iteration 124Q: 3 clusters Score -4694298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4694312.500000 Penalty: 3418.313965
	Iteration 125Q: 3 clusters Score -4694312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4694318.500000 Penalty: 3418.313965
	Iteration 126Q: 3 clusters Score -4694318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4694334.000000 Penalty: 3418.313965
	Iteration 127Q: 3 clusters Score -4694334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4694341.000000 Penalty: 3418.313965
	Iteration 128Q: 3 clusters Score -4694341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4694350.500000 Penalty: 3418.313965
	Iteration 129Q: 3 clusters Score -4694350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4694358.500000 Penalty: 3418.313965
	Iteration 130Q: 3 clusters Score -4694358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4694366.500000 Penalty: 3418.313965
	Iteration 131Q: 3 clusters Score -4694366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4694377.000000 Penalty: 3418.313965
	Iteration 132Q: 3 clusters Score -4694377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4694393.000000 Penalty: 3418.313965
	Iteration 133Q: 3 clusters Score -4694393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4694400.500000 Penalty: 3418.313965
	Iteration 134Q: 3 clusters Score -4694400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4694407.500000 Penalty: 3418.313965
	Iteration 135Q: 3 clusters Score -4694408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4694408.500000 Penalty: 3418.313965
	Iteration 136Q: 3 clusters Score -4694408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4694420.000000 Penalty: 3418.313965
	Iteration 137Q: 3 clusters Score -4694420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4694421.000000 Penalty: 3418.313965
	Iteration 138Q: 3 clusters Score -4694421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4694426.500000 Penalty: 3418.313965
	Iteration 139Q: 3 clusters Score -4694426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4694426.000000 Penalty: 3418.313965
	Iteration 140F: 3 clusters Score -4694426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4694427.500000 Penalty: 3418.313965
	Iteration 141Q: 3 clusters Score -4694428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4694426.000000 Penalty: 3418.313965
	Iteration 142Q: 3 clusters Score -4694426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4694421.500000 Penalty: 3418.313965
	Iteration 143Q: 3 clusters Score -4694422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4694432.000000 Penalty: 3418.313965
	Iteration 144Q: 3 clusters Score -4694432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4694433.500000 Penalty: 3418.313965
	Iteration 145Q: 3 clusters Score -4694434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4694434.000000 Penalty: 3418.313965
	Iteration 146Q: 3 clusters Score -4694434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4694435.000000 Penalty: 3418.313965
	Iteration 147Q: 3 clusters Score -4694435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4694434.000000 Penalty: 3418.313965
	Iteration 148Q: 3 clusters Score -4694434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4694436.500000 Penalty: 3418.313965
	Iteration 149Q: 3 clusters Score -4694436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4694433.500000 Penalty: 3418.313965
	Iteration 150Q: 3 clusters Score -4694434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4694433.500000 Penalty: 3418.313965
	Iteration 151F: 3 clusters Score -4694434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -195788.234375 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -195788.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -193954.890625 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -193954.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -194319.921875 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -194319.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -194427.218750 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -194427.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -194490.109375 Penalty: 2399.190430
	Iteration 3Q: 3 clusters Score -194490.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -194521.218750 Penalty: 2399.190430
	Iteration 4Q: 3 clusters Score -194521.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -194544.156250 Penalty: 2399.190430
	Iteration 5Q: 3 clusters Score -194544.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -194567.984375 Penalty: 2399.190430
	Iteration 6Q: 3 clusters Score -194568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -194579.093750 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -194579.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194588.046875 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -194588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -194595.546875 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -194595.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -194598.687500 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -194598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194601.796875 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -194601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -194603.312500 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -194603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -194604.109375 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -194604.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -194605.296875 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -194605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -194605.875000 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -194605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -194607.500000 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -194607.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -194608.640625 Penalty: 2399.190430
	Iteration 17Q: 3 clusters Score -194608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -194608.953125 Penalty: 2399.190430
	Iteration 18Q: 3 clusters Score -194609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -194608.953125 Penalty: 2399.190430
	Iteration 19F: 3 clusters Score -194609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Entering Unmasked Estep 
Score: -369128.343750 Penalty: 1301.575439
	Iteration 0F: 2 clusters Score -369128.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -366381.625000 Penalty: 2603.150879
	Iteration 0F: 3 clusters Score -366381.6 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -367014.406250 Penalty: 2603.150879
	Iteration 1F: 3 clusters Score -367014.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -367206.781250 Penalty: 2603.150879
	Iteration 2F: 3 clusters Score -367206.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -367348.718750 Penalty: 2603.150879
	Iteration 3F: 3 clusters Score -367348.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -367467.593750 Penalty: 2603.150879
	Iteration 4Q: 3 clusters Score -367467.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -367579.656250 Penalty: 2603.150879
	Iteration 5Q: 3 clusters Score -367579.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -367663.312500 Penalty: 2603.150879
	Iteration 6Q: 3 clusters Score -367663.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -367724.750000 Penalty: 2603.150879
	Iteration 7Q: 3 clusters Score -367724.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -367782.250000 Penalty: 2603.150879
	Iteration 8Q: 3 clusters Score -367782.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -367833.937500 Penalty: 2603.150879
	Iteration 9Q: 3 clusters Score -367833.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -367873.187500 Penalty: 2603.150879
	Iteration 10Q: 3 clusters Score -367873.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -367905.000000 Penalty: 2603.150879
	Iteration 11Q: 3 clusters Score -367905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -367929.812500 Penalty: 2603.150879
	Iteration 12Q: 3 clusters Score -367929.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -367949.187500 Penalty: 2603.150879
	Iteration 13Q: 3 clusters Score -367949.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -367964.906250 Penalty: 2603.150879
	Iteration 14Q: 3 clusters Score -367964.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -367985.531250 Penalty: 2603.150879
	Iteration 15Q: 3 clusters Score -367985.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -368002.125000 Penalty: 2603.150879
	Iteration 16Q: 3 clusters Score -368002.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -368010.593750 Penalty: 2603.150879
	Iteration 17Q: 3 clusters Score -368010.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -368017.031250 Penalty: 2603.150879
	Iteration 18Q: 3 clusters Score -368017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -368022.125000 Penalty: 2603.150879
	Iteration 19Q: 3 clusters Score -368022.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -368031.031250 Penalty: 2603.150879
	Iteration 20F: 3 clusters Score -368031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -368037.906250 Penalty: 2603.150879
	Iteration 21Q: 3 clusters Score -368037.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -368047.125000 Penalty: 2603.150879
	Iteration 22Q: 3 clusters Score -368047.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -368056.218750 Penalty: 2603.150879
	Iteration 23Q: 3 clusters Score -368056.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -368066.187500 Penalty: 2603.150879
	Iteration 24Q: 3 clusters Score -368066.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -368074.375000 Penalty: 2603.150879
	Iteration 25Q: 3 clusters Score -368074.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -368079.750000 Penalty: 2603.150879
	Iteration 26Q: 3 clusters Score -368079.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -368085.312500 Penalty: 2603.150879
	Iteration 27Q: 3 clusters Score -368085.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -368093.531250 Penalty: 2603.150879
	Iteration 28Q: 3 clusters Score -368093.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -368098.812500 Penalty: 2603.150879
	Iteration 29Q: 3 clusters Score -368098.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -368101.218750 Penalty: 2603.150879
	Iteration 30Q: 3 clusters Score -368101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -368103.156250 Penalty: 2603.150879
	Iteration 31Q: 3 clusters Score -368103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -368104.781250 Penalty: 2603.150879
	Iteration 32Q: 3 clusters Score -368104.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -368108.968750 Penalty: 2603.150879
	Iteration 33Q: 3 clusters Score -368109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -368114.562500 Penalty: 2603.150879
	Iteration 34Q: 3 clusters Score -368114.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -368120.406250 Penalty: 2603.150879
	Iteration 35Q: 3 clusters Score -368120.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -368124.000000 Penalty: 2603.150879
	Iteration 36Q: 3 clusters Score -368124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -368132.468750 Penalty: 2603.150879
	Iteration 37Q: 3 clusters Score -368132.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -368139.062500 Penalty: 2603.150879
	Iteration 38Q: 3 clusters Score -368139.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -368143.781250 Penalty: 2603.150879
	Iteration 39Q: 3 clusters Score -368143.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -368148.468750 Penalty: 2603.150879
	Iteration 40F: 3 clusters Score -368148.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -368154.812500 Penalty: 2603.150879
	Iteration 41Q: 3 clusters Score -368154.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -368164.531250 Penalty: 2603.150879
	Iteration 42Q: 3 clusters Score -368164.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -368170.968750 Penalty: 2603.150879
	Iteration 43Q: 3 clusters Score -368171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -368178.375000 Penalty: 2603.150879
	Iteration 44Q: 3 clusters Score -368178.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -368191.625000 Penalty: 2603.150879
	Iteration 45Q: 3 clusters Score -368191.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -368202.937500 Penalty: 2603.150879
	Iteration 46Q: 3 clusters Score -368202.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -368211.968750 Penalty: 2603.150879
	Iteration 47Q: 3 clusters Score -368212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -368220.500000 Penalty: 2603.150879
	Iteration 48Q: 3 clusters Score -368220.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -368226.968750 Penalty: 2603.150879
	Iteration 49Q: 3 clusters Score -368227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -368231.718750 Penalty: 2603.150879
	Iteration 50Q: 3 clusters Score -368231.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -368235.125000 Penalty: 2603.150879
	Iteration 51Q: 3 clusters Score -368235.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -368240.375000 Penalty: 2603.150879
	Iteration 52Q: 3 clusters Score -368240.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -368243.843750 Penalty: 2603.150879
	Iteration 53Q: 3 clusters Score -368243.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -368246.500000 Penalty: 2603.150879
	Iteration 54Q: 3 clusters Score -368246.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -368248.125000 Penalty: 2603.150879
	Iteration 55Q: 3 clusters Score -368248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -368250.218750 Penalty: 2603.150879
	Iteration 56Q: 3 clusters Score -368250.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -368251.218750 Penalty: 2603.150879
	Iteration 57Q: 3 clusters Score -368251.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -368252.625000 Penalty: 2603.150879
	Iteration 58Q: 3 clusters Score -368252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -368253.968750 Penalty: 2603.150879
	Iteration 59Q: 3 clusters Score -368254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -368255.312500 Penalty: 2603.150879
	Iteration 60F: 3 clusters Score -368255.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -368256.031250 Penalty: 2603.150879
	Iteration 61Q: 3 clusters Score -368256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -368258.218750 Penalty: 2603.150879
	Iteration 62Q: 3 clusters Score -368258.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -368261.000000 Penalty: 2603.150879
	Iteration 63Q: 3 clusters Score -368261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -368262.343750 Penalty: 2603.150879
	Iteration 64Q: 3 clusters Score -368262.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -368262.531250 Penalty: 2603.150879
	Iteration 65Q: 3 clusters Score -368262.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -368262.531250 Penalty: 2603.150879
	Iteration 66F: 3 clusters Score -368262.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Entering Unmasked Estep 
Score: -1196482.875000 Penalty: 1487.711060
	Iteration 0F: 2 clusters Score -1196483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1189683.750000 Penalty: 2975.422119
	Iteration 0F: 3 clusters Score -1189684 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1191823.375000 Penalty: 2975.422119
	Iteration 1F: 3 clusters Score -1191823 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1192026.250000 Penalty: 2975.422119
	Iteration 2F: 3 clusters Score -1192026 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1192164.000000 Penalty: 2975.422119
	Iteration 3Q: 3 clusters Score -1192164 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1192254.125000 Penalty: 2975.422119
	Iteration 4Q: 3 clusters Score -1192254 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1192320.250000 Penalty: 2975.422119
	Iteration 5Q: 3 clusters Score -1192320 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1192388.000000 Penalty: 2975.422119
	Iteration 6Q: 3 clusters Score -1192388 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1192457.625000 Penalty: 2975.422119
	Iteration 7Q: 3 clusters Score -1192458 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1192524.125000 Penalty: 2975.422119
	Iteration 8Q: 3 clusters Score -1192524 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1192590.875000 Penalty: 2975.422119
	Iteration 9Q: 3 clusters Score -1192591 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1192669.875000 Penalty: 2975.422119
	Iteration 10Q: 3 clusters Score -1192670 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1192761.625000 Penalty: 2975.422119
	Iteration 11Q: 3 clusters Score -1192762 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1192862.375000 Penalty: 2975.422119
	Iteration 12Q: 3 clusters Score -1192862 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1192956.750000 Penalty: 2975.422119
	Iteration 13Q: 3 clusters Score -1192957 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1193071.625000 Penalty: 2975.422119
	Iteration 14Q: 3 clusters Score -1193072 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1193198.875000 Penalty: 2975.422119
	Iteration 15Q: 3 clusters Score -1193199 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1193379.875000 Penalty: 2975.422119
	Iteration 16Q: 3 clusters Score -1193380 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1193608.500000 Penalty: 2975.422119
	Iteration 17Q: 3 clusters Score -1193608 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1193870.250000 Penalty: 2975.422119
	Iteration 18Q: 3 clusters Score -1193870 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1194092.625000 Penalty: 2975.422119
	Iteration 19Q: 3 clusters Score -1194093 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1194256.000000 Penalty: 2975.422119
	Iteration 20F: 3 clusters Score -1194256 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1194364.250000 Penalty: 2975.422119
	Iteration 21Q: 3 clusters Score -1194364 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1194437.375000 Penalty: 2975.422119
	Iteration 22Q: 3 clusters Score -1194437 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1194488.625000 Penalty: 2975.422119
	Iteration 23Q: 3 clusters Score -1194489 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1194537.500000 Penalty: 2975.422119
	Iteration 24Q: 3 clusters Score -1194538 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1194573.500000 Penalty: 2975.422119
	Iteration 25Q: 3 clusters Score -1194574 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1194596.750000 Penalty: 2975.422119
	Iteration 26Q: 3 clusters Score -1194597 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1194625.500000 Penalty: 2975.422119
	Iteration 27Q: 3 clusters Score -1194626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1194648.250000 Penalty: 2975.422119
	Iteration 28Q: 3 clusters Score -1194648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1194666.000000 Penalty: 2975.422119
	Iteration 29Q: 3 clusters Score -1194666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1194679.625000 Penalty: 2975.422119
	Iteration 30Q: 3 clusters Score -1194680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1194698.625000 Penalty: 2975.422119
	Iteration 31Q: 3 clusters Score -1194699 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1194717.875000 Penalty: 2975.422119
	Iteration 32Q: 3 clusters Score -1194718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1194739.000000 Penalty: 2975.422119
	Iteration 33Q: 3 clusters Score -1194739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1194755.375000 Penalty: 2975.422119
	Iteration 34Q: 3 clusters Score -1194755 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1194767.500000 Penalty: 2975.422119
	Iteration 35Q: 3 clusters Score -1194768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1194791.000000 Penalty: 2975.422119
	Iteration 36Q: 3 clusters Score -1194791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1194808.375000 Penalty: 2975.422119
	Iteration 37Q: 3 clusters Score -1194808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1194822.500000 Penalty: 2975.422119
	Iteration 38Q: 3 clusters Score -1194822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1194842.625000 Penalty: 2975.422119
	Iteration 39Q: 3 clusters Score -1194843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1194857.750000 Penalty: 2975.422119
	Iteration 40F: 3 clusters Score -1194858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1194877.375000 Penalty: 2975.422119
	Iteration 41Q: 3 clusters Score -1194877 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1194891.500000 Penalty: 2975.422119
	Iteration 42Q: 3 clusters Score -1194892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1194906.625000 Penalty: 2975.422119
	Iteration 43Q: 3 clusters Score -1194907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1194921.500000 Penalty: 2975.422119
	Iteration 44Q: 3 clusters Score -1194922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1194931.000000 Penalty: 2975.422119
	Iteration 45Q: 3 clusters Score -1194931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1194938.750000 Penalty: 2975.422119
	Iteration 46Q: 3 clusters Score -1194939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1194944.000000 Penalty: 2975.422119
	Iteration 47Q: 3 clusters Score -1194944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1194946.500000 Penalty: 2975.422119
	Iteration 48Q: 3 clusters Score -1194946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1194952.625000 Penalty: 2975.422119
	Iteration 49Q: 3 clusters Score -1194953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1194956.250000 Penalty: 2975.422119
	Iteration 50Q: 3 clusters Score -1194956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1194958.625000 Penalty: 2975.422119
	Iteration 51Q: 3 clusters Score -1194959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1194963.750000 Penalty: 2975.422119
	Iteration 52Q: 3 clusters Score -1194964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1194972.000000 Penalty: 2975.422119
	Iteration 53Q: 3 clusters Score -1194972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1194976.375000 Penalty: 2975.422119
	Iteration 54Q: 3 clusters Score -1194976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1194980.625000 Penalty: 2975.422119
	Iteration 55Q: 3 clusters Score -1194981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1194987.000000 Penalty: 2975.422119
	Iteration 56Q: 3 clusters Score -1194987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1194992.750000 Penalty: 2975.422119
	Iteration 57Q: 3 clusters Score -1194993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1195001.375000 Penalty: 2975.422119
	Iteration 58Q: 3 clusters Score -1195001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1195014.500000 Penalty: 2975.422119
	Iteration 59Q: 3 clusters Score -1195014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1195030.500000 Penalty: 2975.422119
	Iteration 60F: 3 clusters Score -1195030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1195042.250000 Penalty: 2975.422119
	Iteration 61Q: 3 clusters Score -1195042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1195058.500000 Penalty: 2975.422119
	Iteration 62Q: 3 clusters Score -1195058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1195073.250000 Penalty: 2975.422119
	Iteration 63Q: 3 clusters Score -1195073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1195091.000000 Penalty: 2975.422119
	Iteration 64Q: 3 clusters Score -1195091 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1195100.750000 Penalty: 2975.422119
	Iteration 65Q: 3 clusters Score -1195101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1195113.250000 Penalty: 2975.422119
	Iteration 66Q: 3 clusters Score -1195113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1195120.375000 Penalty: 2975.422119
	Iteration 67Q: 3 clusters Score -1195120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1195124.625000 Penalty: 2975.422119
	Iteration 68Q: 3 clusters Score -1195125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1195125.875000 Penalty: 2975.422119
	Iteration 69Q: 3 clusters Score -1195126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1195126.875000 Penalty: 2975.422119
	Iteration 70Q: 3 clusters Score -1195127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1195129.375000 Penalty: 2975.422119
	Iteration 71Q: 3 clusters Score -1195129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1195135.500000 Penalty: 2975.422119
	Iteration 72Q: 3 clusters Score -1195136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1195137.125000 Penalty: 2975.422119
	Iteration 73Q: 3 clusters Score -1195137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1195144.250000 Penalty: 2975.422119
	Iteration 74Q: 3 clusters Score -1195144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1195150.500000 Penalty: 2975.422119
	Iteration 75Q: 3 clusters Score -1195150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1195151.000000 Penalty: 2975.422119
	Iteration 76Q: 3 clusters Score -1195151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1195153.875000 Penalty: 2975.422119
	Iteration 77Q: 3 clusters Score -1195154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1195154.125000 Penalty: 2975.422119
	Iteration 78Q: 3 clusters Score -1195154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1195157.375000 Penalty: 2975.422119
	Iteration 79Q: 3 clusters Score -1195157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1195159.250000 Penalty: 2975.422119
	Iteration 80F: 3 clusters Score -1195159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1195157.625000 Penalty: 2975.422119
	Iteration 81Q: 3 clusters Score -1195158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1195158.875000 Penalty: 2975.422119
	Iteration 82Q: 3 clusters Score -1195159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1195162.125000 Penalty: 2975.422119
	Iteration 83Q: 3 clusters Score -1195162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1195163.000000 Penalty: 2975.422119
	Iteration 84Q: 3 clusters Score -1195163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1195163.875000 Penalty: 2975.422119
	Iteration 85Q: 3 clusters Score -1195164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1195166.125000 Penalty: 2975.422119
	Iteration 86Q: 3 clusters Score -1195166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1195169.875000 Penalty: 2975.422119
	Iteration 87Q: 3 clusters Score -1195170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1195172.625000 Penalty: 2975.422119
	Iteration 88Q: 3 clusters Score -1195173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1195172.000000 Penalty: 2975.422119
	Iteration 89Q: 3 clusters Score -1195172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1195172.375000 Penalty: 2975.422119
	Iteration 90Q: 3 clusters Score -1195172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1195172.375000 Penalty: 2975.422119
	Iteration 91F: 3 clusters Score -1195172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -592406.250000 Penalty: 1384.886719
	Iteration 0F: 2 clusters Score -592406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -588410.062500 Penalty: 2769.773438
	Iteration 0F: 3 clusters Score -588410.1 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -589537.187500 Penalty: 2769.773438
	Iteration 1F: 3 clusters Score -589537.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -589726.750000 Penalty: 2769.773438
	Iteration 2F: 3 clusters Score -589726.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -589844.187500 Penalty: 2769.773438
	Iteration 3F: 3 clusters Score -589844.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -589932.437500 Penalty: 2769.773438
	Iteration 4Q: 3 clusters Score -589932.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -589995.625000 Penalty: 2769.773438
	Iteration 5Q: 3 clusters Score -589995.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -590050.562500 Penalty: 2769.773438
	Iteration 6Q: 3 clusters Score -590050.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -590098.687500 Penalty: 2769.773438
	Iteration 7Q: 3 clusters Score -590098.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -590137.187500 Penalty: 2769.773438
	Iteration 8Q: 3 clusters Score -590137.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -590168.125000 Penalty: 2769.773438
	Iteration 9Q: 3 clusters Score -590168.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -590209.375000 Penalty: 2769.773438
	Iteration 10Q: 3 clusters Score -590209.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -590247.562500 Penalty: 2769.773438
	Iteration 11Q: 3 clusters Score -590247.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -590284.187500 Penalty: 2769.773438
	Iteration 12Q: 3 clusters Score -590284.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -590326.125000 Penalty: 2769.773438
	Iteration 13Q: 3 clusters Score -590326.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -590369.687500 Penalty: 2769.773438
	Iteration 14Q: 3 clusters Score -590369.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -590397.812500 Penalty: 2769.773438
	Iteration 15Q: 3 clusters Score -590397.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -590427.187500 Penalty: 2769.773438
	Iteration 16Q: 3 clusters Score -590427.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -590462.375000 Penalty: 2769.773438
	Iteration 17Q: 3 clusters Score -590462.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -590499.562500 Penalty: 2769.773438
	Iteration 18Q: 3 clusters Score -590499.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -590532.875000 Penalty: 2769.773438
	Iteration 19Q: 3 clusters Score -590532.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -590581.375000 Penalty: 2769.773438
	Iteration 20F: 3 clusters Score -590581.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -590630.437500 Penalty: 2769.773438
	Iteration 21Q: 3 clusters Score -590630.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -590684.875000 Penalty: 2769.773438
	Iteration 22Q: 3 clusters Score -590684.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -590742.125000 Penalty: 2769.773438
	Iteration 23Q: 3 clusters Score -590742.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -590801.750000 Penalty: 2769.773438
	Iteration 24Q: 3 clusters Score -590801.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -590848.687500 Penalty: 2769.773438
	Iteration 25Q: 3 clusters Score -590848.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -590909.000000 Penalty: 2769.773438
	Iteration 26Q: 3 clusters Score -590909 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -590973.375000 Penalty: 2769.773438
	Iteration 27Q: 3 clusters Score -590973.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -591029.875000 Penalty: 2769.773438
	Iteration 28Q: 3 clusters Score -591029.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -591087.375000 Penalty: 2769.773438
	Iteration 29Q: 3 clusters Score -591087.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -591129.625000 Penalty: 2769.773438
	Iteration 30Q: 3 clusters Score -591129.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -591153.750000 Penalty: 2769.773438
	Iteration 31Q: 3 clusters Score -591153.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -591174.062500 Penalty: 2769.773438
	Iteration 32Q: 3 clusters Score -591174.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -591188.312500 Penalty: 2769.773438
	Iteration 33Q: 3 clusters Score -591188.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -591195.562500 Penalty: 2769.773438
	Iteration 34Q: 3 clusters Score -591195.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -591202.375000 Penalty: 2769.773438
	Iteration 35Q: 3 clusters Score -591202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -591207.062500 Penalty: 2769.773438
	Iteration 36Q: 3 clusters Score -591207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -591210.750000 Penalty: 2769.773438
	Iteration 37Q: 3 clusters Score -591210.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -591214.812500 Penalty: 2769.773438
	Iteration 38Q: 3 clusters Score -591214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -591219.437500 Penalty: 2769.773438
	Iteration 39Q: 3 clusters Score -591219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -591221.000000 Penalty: 2769.773438
	Iteration 40F: 3 clusters Score -591221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -591226.250000 Penalty: 2769.773438
	Iteration 41Q: 3 clusters Score -591226.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -591226.812500 Penalty: 2769.773438
	Iteration 42Q: 3 clusters Score -591226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -591229.062500 Penalty: 2769.773438
	Iteration 43Q: 3 clusters Score -591229.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -591229.062500 Penalty: 2769.773438
	Iteration 44F: 3 clusters Score -591229.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Entering Unmasked Estep 
Score: -395299.656250 Penalty: 1311.725220
	Iteration 0F: 2 clusters Score -395299.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -392493.187500 Penalty: 2623.450439
	Iteration 0F: 3 clusters Score -392493.2 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -393207.343750 Penalty: 2623.450439
	Iteration 1F: 3 clusters Score -393207.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -393347.437500 Penalty: 2623.450439
	Iteration 2F: 3 clusters Score -393347.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -393441.218750 Penalty: 2623.450439
	Iteration 3F: 3 clusters Score -393441.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -393496.031250 Penalty: 2623.450439
	Iteration 4Q: 3 clusters Score -393496 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -393541.968750 Penalty: 2623.450439
	Iteration 5Q: 3 clusters Score -393542 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -393582.968750 Penalty: 2623.450439
	Iteration 6Q: 3 clusters Score -393583 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -393618.000000 Penalty: 2623.450439
	Iteration 7Q: 3 clusters Score -393618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -393653.875000 Penalty: 2623.450439
	Iteration 8Q: 3 clusters Score -393653.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -393689.656250 Penalty: 2623.450439
	Iteration 9Q: 3 clusters Score -393689.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -393728.250000 Penalty: 2623.450439
	Iteration 10Q: 3 clusters Score -393728.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -393765.375000 Penalty: 2623.450439
	Iteration 11Q: 3 clusters Score -393765.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -393797.937500 Penalty: 2623.450439
	Iteration 12Q: 3 clusters Score -393797.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -393829.875000 Penalty: 2623.450439
	Iteration 13Q: 3 clusters Score -393829.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -393855.656250 Penalty: 2623.450439
	Iteration 14Q: 3 clusters Score -393855.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -393874.468750 Penalty: 2623.450439
	Iteration 15Q: 3 clusters Score -393874.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -393888.718750 Penalty: 2623.450439
	Iteration 16Q: 3 clusters Score -393888.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -393895.875000 Penalty: 2623.450439
	Iteration 17Q: 3 clusters Score -393895.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -393910.468750 Penalty: 2623.450439
	Iteration 18Q: 3 clusters Score -393910.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -393922.312500 Penalty: 2623.450439
	Iteration 19Q: 3 clusters Score -393922.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -393933.125000 Penalty: 2623.450439
	Iteration 20F: 3 clusters Score -393933.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -393951.718750 Penalty: 2623.450439
	Iteration 21Q: 3 clusters Score -393951.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -393973.031250 Penalty: 2623.450439
	Iteration 22Q: 3 clusters Score -393973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -393989.750000 Penalty: 2623.450439
	Iteration 23Q: 3 clusters Score -393989.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -394004.593750 Penalty: 2623.450439
	Iteration 24Q: 3 clusters Score -394004.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -394022.468750 Penalty: 2623.450439
	Iteration 25Q: 3 clusters Score -394022.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -394037.937500 Penalty: 2623.450439
	Iteration 26Q: 3 clusters Score -394037.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -394053.843750 Penalty: 2623.450439
	Iteration 27Q: 3 clusters Score -394053.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -394075.718750 Penalty: 2623.450439
	Iteration 28Q: 3 clusters Score -394075.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -394091.718750 Penalty: 2623.450439
	Iteration 29Q: 3 clusters Score -394091.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -394094.031250 Penalty: 2623.450439
	Iteration 30Q: 3 clusters Score -394094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -394098.031250 Penalty: 2623.450439
	Iteration 31Q: 3 clusters Score -394098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -394101.906250 Penalty: 2623.450439
	Iteration 32Q: 3 clusters Score -394101.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -394102.250000 Penalty: 2623.450439
	Iteration 33Q: 3 clusters Score -394102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -394102.656250 Penalty: 2623.450439
	Iteration 34Q: 3 clusters Score -394102.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -394103.125000 Penalty: 2623.450439
	Iteration 35Q: 3 clusters Score -394103.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -394103.125000 Penalty: 2623.450439
	Iteration 36F: 3 clusters Score -394103.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Entering Unmasked Estep 
Score: -427304.406250 Penalty: 1328.022705
	Iteration 0F: 2 clusters Score -427304.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -424220.437500 Penalty: 2656.045410
	Iteration 0F: 3 clusters Score -424220.4 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -424958.093750 Penalty: 2656.045410
	Iteration 1F: 3 clusters Score -424958.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -425099.562500 Penalty: 2656.045410
	Iteration 2F: 3 clusters Score -425099.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -425215.906250 Penalty: 2656.045410
	Iteration 3F: 3 clusters Score -425215.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -425306.843750 Penalty: 2656.045410
	Iteration 4Q: 3 clusters Score -425306.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -425367.718750 Penalty: 2656.045410
	Iteration 5Q: 3 clusters Score -425367.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -425420.156250 Penalty: 2656.045410
	Iteration 6Q: 3 clusters Score -425420.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -425457.625000 Penalty: 2656.045410
	Iteration 7Q: 3 clusters Score -425457.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -425490.531250 Penalty: 2656.045410
	Iteration 8Q: 3 clusters Score -425490.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -425516.781250 Penalty: 2656.045410
	Iteration 9Q: 3 clusters Score -425516.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -425556.000000 Penalty: 2656.045410
	Iteration 10Q: 3 clusters Score -425556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -425592.718750 Penalty: 2656.045410
	Iteration 11Q: 3 clusters Score -425592.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -425624.281250 Penalty: 2656.045410
	Iteration 12Q: 3 clusters Score -425624.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -425650.593750 Penalty: 2656.045410
	Iteration 13Q: 3 clusters Score -425650.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -425677.218750 Penalty: 2656.045410
	Iteration 14Q: 3 clusters Score -425677.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -425704.593750 Penalty: 2656.045410
	Iteration 15Q: 3 clusters Score -425704.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -425734.343750 Penalty: 2656.045410
	Iteration 16Q: 3 clusters Score -425734.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -425759.062500 Penalty: 2656.045410
	Iteration 17Q: 3 clusters Score -425759.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -425777.593750 Penalty: 2656.045410
	Iteration 18Q: 3 clusters Score -425777.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -425788.375000 Penalty: 2656.045410
	Iteration 19Q: 3 clusters Score -425788.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -425797.968750 Penalty: 2656.045410
	Iteration 20F: 3 clusters Score -425798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -425807.343750 Penalty: 2656.045410
	Iteration 21Q: 3 clusters Score -425807.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -425815.750000 Penalty: 2656.045410
	Iteration 22Q: 3 clusters Score -425815.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -425822.937500 Penalty: 2656.045410
	Iteration 23Q: 3 clusters Score -425822.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -425830.968750 Penalty: 2656.045410
	Iteration 24Q: 3 clusters Score -425831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -425838.187500 Penalty: 2656.045410
	Iteration 25Q: 3 clusters Score -425838.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -425840.687500 Penalty: 2656.045410
	Iteration 26Q: 3 clusters Score -425840.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -425846.468750 Penalty: 2656.045410
	Iteration 27Q: 3 clusters Score -425846.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -425851.218750 Penalty: 2656.045410
	Iteration 28Q: 3 clusters Score -425851.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -425856.125000 Penalty: 2656.045410
	Iteration 29Q: 3 clusters Score -425856.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -425861.250000 Penalty: 2656.045410
	Iteration 30Q: 3 clusters Score -425861.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -425866.656250 Penalty: 2656.045410
	Iteration 31Q: 3 clusters Score -425866.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -425873.937500 Penalty: 2656.045410
	Iteration 32Q: 3 clusters Score -425873.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -425880.375000 Penalty: 2656.045410
	Iteration 33Q: 3 clusters Score -425880.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -425884.656250 Penalty: 2656.045410
	Iteration 34Q: 3 clusters Score -425884.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -425888.750000 Penalty: 2656.045410
	Iteration 35Q: 3 clusters Score -425888.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -425892.187500 Penalty: 2656.045410
	Iteration 36Q: 3 clusters Score -425892.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -425894.437500 Penalty: 2656.045410
	Iteration 37Q: 3 clusters Score -425894.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -425897.187500 Penalty: 2656.045410
	Iteration 38Q: 3 clusters Score -425897.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -425901.000000 Penalty: 2656.045410
	Iteration 39Q: 3 clusters Score -425901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -425904.468750 Penalty: 2656.045410
	Iteration 40F: 3 clusters Score -425904.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -425909.656250 Penalty: 2656.045410
	Iteration 41Q: 3 clusters Score -425909.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -425914.968750 Penalty: 2656.045410
	Iteration 42Q: 3 clusters Score -425915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -425917.375000 Penalty: 2656.045410
	Iteration 43Q: 3 clusters Score -425917.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -425919.343750 Penalty: 2656.045410
	Iteration 44Q: 3 clusters Score -425919.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -425920.562500 Penalty: 2656.045410
	Iteration 45Q: 3 clusters Score -425920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -425921.656250 Penalty: 2656.045410
	Iteration 46Q: 3 clusters Score -425921.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -425922.781250 Penalty: 2656.045410
	Iteration 47Q: 3 clusters Score -425922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -425922.937500 Penalty: 2656.045410
	Iteration 48Q: 3 clusters Score -425922.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -425924.062500 Penalty: 2656.045410
	Iteration 49Q: 3 clusters Score -425924.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -425924.062500 Penalty: 2656.045410
	Iteration 50F: 3 clusters Score -425924.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Entering Unmasked Estep 
Score: -1236234.000000 Penalty: 1496.289795
	Iteration 0F: 2 clusters Score -1236234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1229053.000000 Penalty: 2992.579590
	Iteration 0F: 3 clusters Score -1229053 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1231536.750000 Penalty: 2992.579590
	Iteration 1F: 3 clusters Score -1231537 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1231837.875000 Penalty: 2992.579590
	Iteration 2F: 3 clusters Score -1231838 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1232069.125000 Penalty: 2992.579590
	Iteration 3F: 3 clusters Score -1232069 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1232243.250000 Penalty: 2992.579590
	Iteration 4Q: 3 clusters Score -1232243 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1232423.125000 Penalty: 2992.579590
	Iteration 5Q: 3 clusters Score -1232423 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1232590.375000 Penalty: 2992.579590
	Iteration 6Q: 3 clusters Score -1232590 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1232779.500000 Penalty: 2992.579590
	Iteration 7Q: 3 clusters Score -1232780 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1233023.625000 Penalty: 2992.579590
	Iteration 8Q: 3 clusters Score -1233024 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1233231.125000 Penalty: 2992.579590
	Iteration 9Q: 3 clusters Score -1233231 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1233399.000000 Penalty: 2992.579590
	Iteration 10Q: 3 clusters Score -1233399 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1233566.875000 Penalty: 2992.579590
	Iteration 11Q: 3 clusters Score -1233567 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1233726.500000 Penalty: 2992.579590
	Iteration 12Q: 3 clusters Score -1233726 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1233842.125000 Penalty: 2992.579590
	Iteration 13Q: 3 clusters Score -1233842 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1233920.875000 Penalty: 2992.579590
	Iteration 14Q: 3 clusters Score -1233921 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1233978.500000 Penalty: 2992.579590
	Iteration 15Q: 3 clusters Score -1233978 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1234018.250000 Penalty: 2992.579590
	Iteration 16Q: 3 clusters Score -1234018 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1234059.625000 Penalty: 2992.579590
	Iteration 17Q: 3 clusters Score -1234060 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1234101.625000 Penalty: 2992.579590
	Iteration 18Q: 3 clusters Score -1234102 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1234129.000000 Penalty: 2992.579590
	Iteration 19Q: 3 clusters Score -1234129 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1234159.625000 Penalty: 2992.579590
	Iteration 20F: 3 clusters Score -1234160 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1234194.375000 Penalty: 2992.579590
	Iteration 21Q: 3 clusters Score -1234194 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1234232.500000 Penalty: 2992.579590
	Iteration 22Q: 3 clusters Score -1234232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1234263.125000 Penalty: 2992.579590
	Iteration 23Q: 3 clusters Score -1234263 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1234292.375000 Penalty: 2992.579590
	Iteration 24Q: 3 clusters Score -1234292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1234330.875000 Penalty: 2992.579590
	Iteration 25Q: 3 clusters Score -1234331 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1234380.250000 Penalty: 2992.579590
	Iteration 26Q: 3 clusters Score -1234380 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1234427.500000 Penalty: 2992.579590
	Iteration 27Q: 3 clusters Score -1234428 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1234469.500000 Penalty: 2992.579590
	Iteration 28Q: 3 clusters Score -1234470 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1234527.250000 Penalty: 2992.579590
	Iteration 29Q: 3 clusters Score -1234527 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1234593.000000 Penalty: 2992.579590
	Iteration 30Q: 3 clusters Score -1234593 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1234646.750000 Penalty: 2992.579590
	Iteration 31Q: 3 clusters Score -1234647 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1234701.625000 Penalty: 2992.579590
	Iteration 32Q: 3 clusters Score -1234702 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1234759.625000 Penalty: 2992.579590
	Iteration 33Q: 3 clusters Score -1234760 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1234814.625000 Penalty: 2992.579590
	Iteration 34Q: 3 clusters Score -1234815 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1234864.125000 Penalty: 2992.579590
	Iteration 35Q: 3 clusters Score -1234864 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1234918.375000 Penalty: 2992.579590
	Iteration 36Q: 3 clusters Score -1234918 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1234961.500000 Penalty: 2992.579590
	Iteration 37Q: 3 clusters Score -1234962 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1234998.125000 Penalty: 2992.579590
	Iteration 38Q: 3 clusters Score -1234998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1235026.875000 Penalty: 2992.579590
	Iteration 39Q: 3 clusters Score -1235027 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1235050.500000 Penalty: 2992.579590
	Iteration 40F: 3 clusters Score -1235050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1235071.875000 Penalty: 2992.579590
	Iteration 41Q: 3 clusters Score -1235072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1235088.000000 Penalty: 2992.579590
	Iteration 42Q: 3 clusters Score -1235088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1235102.500000 Penalty: 2992.579590
	Iteration 43Q: 3 clusters Score -1235102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1235114.250000 Penalty: 2992.579590
	Iteration 44Q: 3 clusters Score -1235114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1235125.000000 Penalty: 2992.579590
	Iteration 45Q: 3 clusters Score -1235125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1235133.250000 Penalty: 2992.579590
	Iteration 46Q: 3 clusters Score -1235133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1235136.500000 Penalty: 2992.579590
	Iteration 47Q: 3 clusters Score -1235136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1235140.375000 Penalty: 2992.579590
	Iteration 48Q: 3 clusters Score -1235140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1235142.125000 Penalty: 2992.579590
	Iteration 49Q: 3 clusters Score -1235142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1235147.375000 Penalty: 2992.579590
	Iteration 50Q: 3 clusters Score -1235147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1235146.125000 Penalty: 2992.579590
	Iteration 51Q: 3 clusters Score -1235146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1235148.875000 Penalty: 2992.579590
	Iteration 52Q: 3 clusters Score -1235149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1235148.625000 Penalty: 2992.579590
	Iteration 53Q: 3 clusters Score -1235149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1235149.125000 Penalty: 2992.579590
	Iteration 54Q: 3 clusters Score -1235149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1235147.625000 Penalty: 2992.579590
	Iteration 55Q: 3 clusters Score -1235148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1235147.750000 Penalty: 2992.579590
	Iteration 56Q: 3 clusters Score -1235148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1235149.875000 Penalty: 2992.579590
	Iteration 57Q: 3 clusters Score -1235150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1235146.750000 Penalty: 2992.579590
	Iteration 58Q: 3 clusters Score -1235147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1235149.625000 Penalty: 2992.579590
	Iteration 59Q: 3 clusters Score -1235150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1235149.625000 Penalty: 2992.579590
	Iteration 60F: 3 clusters Score -1235150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Entering Unmasked Estep 
Score: -501693.875000 Penalty: 1349.801636
	Iteration 0F: 2 clusters Score -501693.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -498331.781250 Penalty: 2699.603271
	Iteration 0F: 3 clusters Score -498331.8 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -499188.000000 Penalty: 2699.603271
	Iteration 1F: 3 clusters Score -499188 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -499333.812500 Penalty: 2699.603271
	Iteration 2F: 3 clusters Score -499333.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -499424.187500 Penalty: 2699.603271
	Iteration 3Q: 3 clusters Score -499424.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -499502.687500 Penalty: 2699.603271
	Iteration 4Q: 3 clusters Score -499502.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -499553.781250 Penalty: 2699.603271
	Iteration 5Q: 3 clusters Score -499553.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -499589.906250 Penalty: 2699.603271
	Iteration 6Q: 3 clusters Score -499589.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -499627.906250 Penalty: 2699.603271
	Iteration 7Q: 3 clusters Score -499627.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -499662.531250 Penalty: 2699.603271
	Iteration 8Q: 3 clusters Score -499662.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -499691.343750 Penalty: 2699.603271
	Iteration 9Q: 3 clusters Score -499691.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -499715.906250 Penalty: 2699.603271
	Iteration 10Q: 3 clusters Score -499715.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -499744.562500 Penalty: 2699.603271
	Iteration 11Q: 3 clusters Score -499744.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -499769.718750 Penalty: 2699.603271
	Iteration 12Q: 3 clusters Score -499769.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -499790.468750 Penalty: 2699.603271
	Iteration 13Q: 3 clusters Score -499790.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -499809.406250 Penalty: 2699.603271
	Iteration 14Q: 3 clusters Score -499809.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -499830.000000 Penalty: 2699.603271
	Iteration 15Q: 3 clusters Score -499830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -499862.031250 Penalty: 2699.603271
	Iteration 16Q: 3 clusters Score -499862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -499892.156250 Penalty: 2699.603271
	Iteration 17Q: 3 clusters Score -499892.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -499919.031250 Penalty: 2699.603271
	Iteration 18Q: 3 clusters Score -499919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -499940.656250 Penalty: 2699.603271
	Iteration 19Q: 3 clusters Score -499940.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -499955.812500 Penalty: 2699.603271
	Iteration 20F: 3 clusters Score -499955.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -499970.625000 Penalty: 2699.603271
	Iteration 21Q: 3 clusters Score -499970.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -499987.843750 Penalty: 2699.603271
	Iteration 22Q: 3 clusters Score -499987.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -500016.281250 Penalty: 2699.603271
	Iteration 23Q: 3 clusters Score -500016.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -500040.875000 Penalty: 2699.603271
	Iteration 24Q: 3 clusters Score -500040.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -500064.343750 Penalty: 2699.603271
	Iteration 25Q: 3 clusters Score -500064.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -500086.968750 Penalty: 2699.603271
	Iteration 26Q: 3 clusters Score -500087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -500115.687500 Penalty: 2699.603271
	Iteration 27Q: 3 clusters Score -500115.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -500138.968750 Penalty: 2699.603271
	Iteration 28Q: 3 clusters Score -500139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -500160.593750 Penalty: 2699.603271
	Iteration 29Q: 3 clusters Score -500160.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -500176.875000 Penalty: 2699.603271
	Iteration 30Q: 3 clusters Score -500176.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -500196.375000 Penalty: 2699.603271
	Iteration 31Q: 3 clusters Score -500196.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -500211.968750 Penalty: 2699.603271
	Iteration 32Q: 3 clusters Score -500212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -500226.656250 Penalty: 2699.603271
	Iteration 33Q: 3 clusters Score -500226.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -500239.750000 Penalty: 2699.603271
	Iteration 34Q: 3 clusters Score -500239.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -500256.218750 Penalty: 2699.603271
	Iteration 35Q: 3 clusters Score -500256.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -500271.187500 Penalty: 2699.603271
	Iteration 36Q: 3 clusters Score -500271.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -500286.531250 Penalty: 2699.603271
	Iteration 37Q: 3 clusters Score -500286.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -500304.687500 Penalty: 2699.603271
	Iteration 38Q: 3 clusters Score -500304.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -500320.375000 Penalty: 2699.603271
	Iteration 39Q: 3 clusters Score -500320.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -500332.187500 Penalty: 2699.603271
	Iteration 40F: 3 clusters Score -500332.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -500341.062500 Penalty: 2699.603271
	Iteration 41Q: 3 clusters Score -500341.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -500351.875000 Penalty: 2699.603271
	Iteration 42Q: 3 clusters Score -500351.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -500362.250000 Penalty: 2699.603271
	Iteration 43Q: 3 clusters Score -500362.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -500372.156250 Penalty: 2699.603271
	Iteration 44Q: 3 clusters Score -500372.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -500384.312500 Penalty: 2699.603271
	Iteration 45Q: 3 clusters Score -500384.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -500400.031250 Penalty: 2699.603271
	Iteration 46Q: 3 clusters Score -500400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -500416.968750 Penalty: 2699.603271
	Iteration 47Q: 3 clusters Score -500417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -500427.968750 Penalty: 2699.603271
	Iteration 48Q: 3 clusters Score -500428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -500436.187500 Penalty: 2699.603271
	Iteration 49Q: 3 clusters Score -500436.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -500441.968750 Penalty: 2699.603271
	Iteration 50Q: 3 clusters Score -500442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -500448.031250 Penalty: 2699.603271
	Iteration 51Q: 3 clusters Score -500448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -500454.500000 Penalty: 2699.603271
	Iteration 52Q: 3 clusters Score -500454.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -500459.062500 Penalty: 2699.603271
	Iteration 53Q: 3 clusters Score -500459.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -500464.187500 Penalty: 2699.603271
	Iteration 54Q: 3 clusters Score -500464.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -500465.156250 Penalty: 2699.603271
	Iteration 55Q: 3 clusters Score -500465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -500466.156250 Penalty: 2699.603271
	Iteration 56Q: 3 clusters Score -500466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -500466.937500 Penalty: 2699.603271
	Iteration 57Q: 3 clusters Score -500466.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -500467.781250 Penalty: 2699.603271
	Iteration 58Q: 3 clusters Score -500467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -500477.093750 Penalty: 2699.603271
	Iteration 59Q: 3 clusters Score -500477.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -500487.125000 Penalty: 2699.603271
	Iteration 60F: 3 clusters Score -500487.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -500491.718750 Penalty: 2699.603271
	Iteration 61Q: 3 clusters Score -500491.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -500497.687500 Penalty: 2699.603271
	Iteration 62Q: 3 clusters Score -500497.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -500500.000000 Penalty: 2699.603271
	Iteration 63Q: 3 clusters Score -500500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -500502.156250 Penalty: 2699.603271
	Iteration 64Q: 3 clusters Score -500502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -500503.343750 Penalty: 2699.603271
	Iteration 65Q: 3 clusters Score -500503.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -500504.718750 Penalty: 2699.603271
	Iteration 66Q: 3 clusters Score -500504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -500504.656250 Penalty: 2699.603271
	Iteration 67Q: 3 clusters Score -500504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -500505.468750 Penalty: 2699.603271
	Iteration 68Q: 3 clusters Score -500505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -500505.656250 Penalty: 2699.603271
	Iteration 69Q: 3 clusters Score -500505.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -500508.500000 Penalty: 2699.603271
	Iteration 70Q: 3 clusters Score -500508.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -500509.593750 Penalty: 2699.603271
	Iteration 71Q: 3 clusters Score -500509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -500509.937500 Penalty: 2699.603271
	Iteration 72Q: 3 clusters Score -500509.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -500509.937500 Penalty: 2699.603271
	Iteration 73F: 3 clusters Score -500509.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Entering Unmasked Estep 
Score: -2579916.000000 Penalty: 1615.385010
	Iteration 0F: 2 clusters Score -2579916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2565807.250000 Penalty: 3230.770020
	Iteration 0F: 3 clusters Score -2565807 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2570860.000000 Penalty: 3230.770020
	Iteration 1F: 3 clusters Score -2570860 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2571161.750000 Penalty: 3230.770020
	Iteration 2Q: 3 clusters Score -2571162 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2571409.500000 Penalty: 3230.770020
	Iteration 3Q: 3 clusters Score -2571410 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2571626.500000 Penalty: 3230.770020
	Iteration 4Q: 3 clusters Score -2571626 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2571819.500000 Penalty: 3230.770020
	Iteration 5Q: 3 clusters Score -2571820 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2572029.000000 Penalty: 3230.770020
	Iteration 6Q: 3 clusters Score -2572029 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2572257.250000 Penalty: 3230.770020
	Iteration 7Q: 3 clusters Score -2572257 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2572513.500000 Penalty: 3230.770020
	Iteration 8Q: 3 clusters Score -2572514 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2572833.250000 Penalty: 3230.770020
	Iteration 9Q: 3 clusters Score -2572833 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2573222.750000 Penalty: 3230.770020
	Iteration 10Q: 3 clusters Score -2573223 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2573729.250000 Penalty: 3230.770020
	Iteration 11Q: 3 clusters Score -2573729 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2574272.500000 Penalty: 3230.770020
	Iteration 12F: 3 clusters Score -2574272 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2574877.000000 Penalty: 3230.770020
	Iteration 13Q: 3 clusters Score -2574877 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2575572.500000 Penalty: 3230.770020
	Iteration 14F: 3 clusters Score -2575572 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2576299.500000 Penalty: 3230.770020
	Iteration 15Q: 3 clusters Score -2576300 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2576988.500000 Penalty: 3230.770020
	Iteration 16Q: 3 clusters Score -2576988 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2577558.000000 Penalty: 3230.770020
	Iteration 17Q: 3 clusters Score -2577558 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2577943.250000 Penalty: 3230.770020
	Iteration 18Q: 3 clusters Score -2577943 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2578154.750000 Penalty: 3230.770020
	Iteration 19Q: 3 clusters Score -2578155 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2578293.250000 Penalty: 3230.770020
	Iteration 20F: 3 clusters Score -2578293 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2578370.750000 Penalty: 3230.770020
	Iteration 21Q: 3 clusters Score -2578371 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2578426.250000 Penalty: 3230.770020
	Iteration 22Q: 3 clusters Score -2578426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2578451.750000 Penalty: 3230.770020
	Iteration 23Q: 3 clusters Score -2578452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2578467.250000 Penalty: 3230.770020
	Iteration 24Q: 3 clusters Score -2578467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2578478.500000 Penalty: 3230.770020
	Iteration 25Q: 3 clusters Score -2578478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2578483.750000 Penalty: 3230.770020
	Iteration 26Q: 3 clusters Score -2578484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2578493.750000 Penalty: 3230.770020
	Iteration 27Q: 3 clusters Score -2578494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2578499.000000 Penalty: 3230.770020
	Iteration 28Q: 3 clusters Score -2578499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2578499.500000 Penalty: 3230.770020
	Iteration 29Q: 3 clusters Score -2578500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2578506.250000 Penalty: 3230.770020
	Iteration 30Q: 3 clusters Score -2578506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2578509.500000 Penalty: 3230.770020
	Iteration 31Q: 3 clusters Score -2578510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2578512.000000 Penalty: 3230.770020
	Iteration 32Q: 3 clusters Score -2578512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2578510.500000 Penalty: 3230.770020
	Iteration 33Q: 3 clusters Score -2578510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2578512.750000 Penalty: 3230.770020
	Iteration 34Q: 3 clusters Score -2578513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2578517.500000 Penalty: 3230.770020
	Iteration 35Q: 3 clusters Score -2578518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2578525.500000 Penalty: 3230.770020
	Iteration 36Q: 3 clusters Score -2578526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2578525.750000 Penalty: 3230.770020
	Iteration 37Q: 3 clusters Score -2578526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2578526.000000 Penalty: 3230.770020
	Iteration 38Q: 3 clusters Score -2578526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2578527.500000 Penalty: 3230.770020
	Iteration 39Q: 3 clusters Score -2578528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2578529.250000 Penalty: 3230.770020
	Iteration 40F: 3 clusters Score -2578529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2578531.750000 Penalty: 3230.770020
	Iteration 41Q: 3 clusters Score -2578532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2578531.750000 Penalty: 3230.770020
	Iteration 42F: 3 clusters Score -2578532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (75146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Entering Unmasked Estep 
Score: -9359987.000000 Penalty: 1824.418091
	Iteration 0F: 2 clusters Score -9359987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -9312736.000000 Penalty: 3648.836182
	Iteration 0F: 3 clusters Score -9312736 nChanged 35723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -9333084.000000 Penalty: 3648.836182
	Iteration 1F: 3 clusters Score -9333084 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -9333551.000000 Penalty: 3648.836182
	Iteration 2Q: 3 clusters Score -9333551 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -9333994.000000 Penalty: 3648.836182
	Iteration 3Q: 3 clusters Score -9333994 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -9334437.000000 Penalty: 3648.836182
	Iteration 4Q: 3 clusters Score -9334437 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -9334912.000000 Penalty: 3648.836182
	Iteration 5Q: 3 clusters Score -9334912 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -9335405.000000 Penalty: 3648.836182
	Iteration 6Q: 3 clusters Score -9335405 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -9336109.000000 Penalty: 3648.836182
	Iteration 7Q: 3 clusters Score -9336109 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -9337023.000000 Penalty: 3648.836182
	Iteration 8Q: 3 clusters Score -9337023 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -9338310.000000 Penalty: 3648.836182
	Iteration 9Q: 3 clusters Score -9338310 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -9339931.000000 Penalty: 3648.836182
	Iteration 10Q: 3 clusters Score -9339931 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -9342140.000000 Penalty: 3648.836182
	Iteration 11F: 3 clusters Score -9342140 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -9344662.000000 Penalty: 3648.836182
	Iteration 12F: 3 clusters Score -9344662 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -9347558.000000 Penalty: 3648.836182
	Iteration 13F: 3 clusters Score -9347558 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -9350270.000000 Penalty: 3648.836182
	Iteration 14F: 3 clusters Score -9350270 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -9352673.000000 Penalty: 3648.836182
	Iteration 15F: 3 clusters Score -9352673 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 68586 members 
Entering Unmasked Estep 
Score: -9354723.000000 Penalty: 3648.836182
	Iteration 16Q: 3 clusters Score -9354723 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -9356325.000000 Penalty: 3648.836182
	Iteration 17Q: 3 clusters Score -9356325 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -9357221.000000 Penalty: 3648.836182
	Iteration 18Q: 3 clusters Score -9357221 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -9357739.000000 Penalty: 3648.836182
	Iteration 19Q: 3 clusters Score -9357739 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -9358074.000000 Penalty: 3648.836182
	Iteration 20F: 3 clusters Score -9358074 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -9358271.000000 Penalty: 3648.836182
	Iteration 21Q: 3 clusters Score -9358271 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -9358413.000000 Penalty: 3648.836182
	Iteration 22Q: 3 clusters Score -9358413 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 74433 members 
Entering Unmasked Estep 
Score: -9358497.000000 Penalty: 3648.836182
	Iteration 23Q: 3 clusters Score -9358497 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -9358576.000000 Penalty: 3648.836182
	Iteration 24Q: 3 clusters Score -9358576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -9358588.000000 Penalty: 3648.836182
	Iteration 25Q: 3 clusters Score -9358588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
Score: -9358606.000000 Penalty: 3648.836182
	Iteration 26Q: 3 clusters Score -9358606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -9358617.000000 Penalty: 3648.836182
	Iteration 27Q: 3 clusters Score -9358617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 74668 members 
Entering Unmasked Estep 
Score: -9358622.000000 Penalty: 3648.836182
	Iteration 28Q: 3 clusters Score -9358622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 74682 members 
Entering Unmasked Estep 
Score: -9358641.000000 Penalty: 3648.836182
	Iteration 29Q: 3 clusters Score -9358641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 74696 members 
Entering Unmasked Estep 
Score: -9358652.000000 Penalty: 3648.836182
	Iteration 30Q: 3 clusters Score -9358652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -9358662.000000 Penalty: 3648.836182
	Iteration 31Q: 3 clusters Score -9358662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 74722 members 
Entering Unmasked Estep 
Score: -9358670.000000 Penalty: 3648.836182
	Iteration 32Q: 3 clusters Score -9358670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -9358692.000000 Penalty: 3648.836182
	Iteration 33Q: 3 clusters Score -9358692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -9358705.000000 Penalty: 3648.836182
	Iteration 34Q: 3 clusters Score -9358705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -9358701.000000 Penalty: 3648.836182
	Iteration 35Q: 3 clusters Score -9358701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 74743 members 
Entering Unmasked Estep 
Score: -9358714.000000 Penalty: 3648.836182
	Iteration 36Q: 3 clusters Score -9358714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -9358709.000000 Penalty: 3648.836182
	Iteration 37Q: 3 clusters Score -9358709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -9358708.000000 Penalty: 3648.836182
	Iteration 38Q: 3 clusters Score -9358708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -9358705.000000 Penalty: 3648.836182
	Iteration 39Q: 3 clusters Score -9358705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -9358710.000000 Penalty: 3648.836182
	Iteration 40F: 3 clusters Score -9358710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -9358715.000000 Penalty: 3648.836182
	Iteration 41Q: 3 clusters Score -9358715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 74755 members 
Entering Unmasked Estep 
Score: -9358720.000000 Penalty: 3648.836182
	Iteration 42Q: 3 clusters Score -9358720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -9358721.000000 Penalty: 3648.836182
	Iteration 43Q: 3 clusters Score -9358721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -9358727.000000 Penalty: 3648.836182
	Iteration 44Q: 3 clusters Score -9358727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -9358727.000000 Penalty: 3648.836182
	Iteration 45F: 3 clusters Score -9358727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -36944.214844 Penalty: 966.130859
	Iteration 0F: 2 clusters Score -36944.21 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 173 members 
Entering Unmasked Estep 
Score: -36028.585938 Penalty: 1932.261719
	Iteration 0F: 3 clusters Score -36028.59 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36165.843750 Penalty: 1932.261719
	Iteration 1F: 3 clusters Score -36165.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36233.046875 Penalty: 1932.261719
	Iteration 2F: 3 clusters Score -36233.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36327.238281 Penalty: 1932.261719
	Iteration 3F: 3 clusters Score -36327.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36447.136719 Penalty: 1932.261719
	Iteration 4F: 3 clusters Score -36447.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36565.949219 Penalty: 1932.261719
	Iteration 5F: 3 clusters Score -36565.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36735.984375 Penalty: 1932.261719
	Iteration 6F: 3 clusters Score -36735.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36780.742188 Penalty: 1932.261719
	Iteration 7Q: 3 clusters Score -36780.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36804.117188 Penalty: 1932.261719
	Iteration 8Q: 3 clusters Score -36804.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36806.871094 Penalty: 1932.261719
	Iteration 9Q: 3 clusters Score -36806.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36808.601562 Penalty: 1932.261719
	Iteration 10Q: 3 clusters Score -36808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -36810.871094 Penalty: 1932.261719
	Iteration 11Q: 3 clusters Score -36810.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36815.914062 Penalty: 1932.261719
	Iteration 12Q: 3 clusters Score -36815.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36821.476562 Penalty: 1932.261719
	Iteration 13Q: 3 clusters Score -36821.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36823.132812 Penalty: 1932.261719
	Iteration 14Q: 3 clusters Score -36823.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36823.132812 Penalty: 1932.261719
	Iteration 15F: 3 clusters Score -36823.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -15554.811523 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -15554.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15161.637695 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -15161.64 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15381.729492 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -15381.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15439.110352 Penalty: 1689.511475
	Iteration 2Q: 3 clusters Score -15439.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15447.262695 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -15447.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15456.364258 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -15456.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15467.091797 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -15467.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15469.724609 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -15469.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15469.724609 Penalty: 1689.511475
	Iteration 7F: 3 clusters Score -15469.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -772741.000000 Penalty: 1422.832886
	Iteration 0F: 2 clusters Score -772741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -767849.062500 Penalty: 2845.665771
	Iteration 0F: 3 clusters Score -767849.1 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -769236.312500 Penalty: 2845.665771
	Iteration 1F: 3 clusters Score -769236.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -769416.625000 Penalty: 2845.665771
	Iteration 2F: 3 clusters Score -769416.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -769540.562500 Penalty: 2845.665771
	Iteration 3Q: 3 clusters Score -769540.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -769637.187500 Penalty: 2845.665771
	Iteration 4Q: 3 clusters Score -769637.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -769713.250000 Penalty: 2845.665771
	Iteration 5Q: 3 clusters Score -769713.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -769779.937500 Penalty: 2845.665771
	Iteration 6Q: 3 clusters Score -769779.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -769846.937500 Penalty: 2845.665771
	Iteration 7Q: 3 clusters Score -769846.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -769922.812500 Penalty: 2845.665771
	Iteration 8Q: 3 clusters Score -769922.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -770009.187500 Penalty: 2845.665771
	Iteration 9Q: 3 clusters Score -770009.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -770107.875000 Penalty: 2845.665771
	Iteration 10Q: 3 clusters Score -770107.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -770217.500000 Penalty: 2845.665771
	Iteration 11Q: 3 clusters Score -770217.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -770330.562500 Penalty: 2845.665771
	Iteration 12Q: 3 clusters Score -770330.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -770488.500000 Penalty: 2845.665771
	Iteration 13Q: 3 clusters Score -770488.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -770653.750000 Penalty: 2845.665771
	Iteration 14Q: 3 clusters Score -770653.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -770812.687500 Penalty: 2845.665771
	Iteration 15Q: 3 clusters Score -770812.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -770977.937500 Penalty: 2845.665771
	Iteration 16Q: 3 clusters Score -770977.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -771113.562500 Penalty: 2845.665771
	Iteration 17Q: 3 clusters Score -771113.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -771225.187500 Penalty: 2845.665771
	Iteration 18Q: 3 clusters Score -771225.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -771305.625000 Penalty: 2845.665771
	Iteration 19Q: 3 clusters Score -771305.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -771361.000000 Penalty: 2845.665771
	Iteration 20F: 3 clusters Score -771361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -771397.937500 Penalty: 2845.665771
	Iteration 21Q: 3 clusters Score -771397.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -771422.437500 Penalty: 2845.665771
	Iteration 22Q: 3 clusters Score -771422.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -771435.687500 Penalty: 2845.665771
	Iteration 23Q: 3 clusters Score -771435.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -771451.750000 Penalty: 2845.665771
	Iteration 24Q: 3 clusters Score -771451.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -771466.750000 Penalty: 2845.665771
	Iteration 25Q: 3 clusters Score -771466.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -771471.062500 Penalty: 2845.665771
	Iteration 26Q: 3 clusters Score -771471.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -771476.625000 Penalty: 2845.665771
	Iteration 27Q: 3 clusters Score -771476.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -771479.375000 Penalty: 2845.665771
	Iteration 28Q: 3 clusters Score -771479.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -771483.187500 Penalty: 2845.665771
	Iteration 29Q: 3 clusters Score -771483.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -771486.875000 Penalty: 2845.665771
	Iteration 30Q: 3 clusters Score -771486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -771490.750000 Penalty: 2845.665771
	Iteration 31Q: 3 clusters Score -771490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -771493.625000 Penalty: 2845.665771
	Iteration 32Q: 3 clusters Score -771493.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -771493.062500 Penalty: 2845.665771
	Iteration 33Q: 3 clusters Score -771493.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -771493.062500 Penalty: 2845.665771
	Iteration 34F: 3 clusters Score -771493.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Entering Unmasked Estep 
Score: -7386707.000000 Penalty: 1786.087524
	Iteration 0F: 2 clusters Score -7386707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -7347476.000000 Penalty: 3572.175049
	Iteration 0F: 3 clusters Score -7347476 nChanged 28130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -7363389.000000 Penalty: 3572.175049
	Iteration 1F: 3 clusters Score -7363389 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -7363942.500000 Penalty: 3572.175049
	Iteration 2Q: 3 clusters Score -7363942 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -7364545.500000 Penalty: 3572.175049
	Iteration 3Q: 3 clusters Score -7364546 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -7365280.000000 Penalty: 3572.175049
	Iteration 4Q: 3 clusters Score -7365280 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -7366289.000000 Penalty: 3572.175049
	Iteration 5Q: 3 clusters Score -7366289 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -7367667.000000 Penalty: 3572.175049
	Iteration 6Q: 3 clusters Score -7367667 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -7369680.500000 Penalty: 3572.175049
	Iteration 7Q: 3 clusters Score -7369680 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -7372126.500000 Penalty: 3572.175049
	Iteration 8F: 3 clusters Score -7372126 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -7374504.000000 Penalty: 3572.175049
	Iteration 9F: 3 clusters Score -7374504 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -7376243.500000 Penalty: 3572.175049
	Iteration 10Q: 3 clusters Score -7376244 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -7377337.000000 Penalty: 3572.175049
	Iteration 11Q: 3 clusters Score -7377337 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -7378050.500000 Penalty: 3572.175049
	Iteration 12Q: 3 clusters Score -7378050 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -7378612.500000 Penalty: 3572.175049
	Iteration 13Q: 3 clusters Score -7378612 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -7379136.500000 Penalty: 3572.175049
	Iteration 14Q: 3 clusters Score -7379136 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -7379645.000000 Penalty: 3572.175049
	Iteration 15Q: 3 clusters Score -7379645 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -7380213.500000 Penalty: 3572.175049
	Iteration 16Q: 3 clusters Score -7380214 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -7380787.500000 Penalty: 3572.175049
	Iteration 17Q: 3 clusters Score -7380788 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -7381331.500000 Penalty: 3572.175049
	Iteration 18Q: 3 clusters Score -7381332 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -7381842.500000 Penalty: 3572.175049
	Iteration 19Q: 3 clusters Score -7381842 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -7382371.000000 Penalty: 3572.175049
	Iteration 20F: 3 clusters Score -7382371 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -7382872.000000 Penalty: 3572.175049
	Iteration 21Q: 3 clusters Score -7382872 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -7383375.500000 Penalty: 3572.175049
	Iteration 22Q: 3 clusters Score -7383376 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -7383845.500000 Penalty: 3572.175049
	Iteration 23Q: 3 clusters Score -7383846 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -7384156.500000 Penalty: 3572.175049
	Iteration 24Q: 3 clusters Score -7384156 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -7384447.000000 Penalty: 3572.175049
	Iteration 25Q: 3 clusters Score -7384447 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -7384669.500000 Penalty: 3572.175049
	Iteration 26Q: 3 clusters Score -7384670 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7384842.000000 Penalty: 3572.175049
	Iteration 27Q: 3 clusters Score -7384842 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57334 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7384956.000000 Penalty: 3572.175049
	Iteration 28Q: 3 clusters Score -7384956 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7385039.000000 Penalty: 3572.175049
	Iteration 29Q: 3 clusters Score -7385039 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7385113.500000 Penalty: 3572.175049
	Iteration 30Q: 3 clusters Score -7385114 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7385162.500000 Penalty: 3572.175049
	Iteration 31Q: 3 clusters Score -7385162 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7385203.500000 Penalty: 3572.175049
	Iteration 32Q: 3 clusters Score -7385204 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7385237.500000 Penalty: 3572.175049
	Iteration 33Q: 3 clusters Score -7385238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7385267.500000 Penalty: 3572.175049
	Iteration 34Q: 3 clusters Score -7385268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7385299.500000 Penalty: 3572.175049
	Iteration 35Q: 3 clusters Score -7385300 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7385342.500000 Penalty: 3572.175049
	Iteration 36Q: 3 clusters Score -7385342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7385389.000000 Penalty: 3572.175049
	Iteration 37Q: 3 clusters Score -7385389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7385414.500000 Penalty: 3572.175049
	Iteration 38Q: 3 clusters Score -7385414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7385438.500000 Penalty: 3572.175049
	Iteration 39Q: 3 clusters Score -7385438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7385452.500000 Penalty: 3572.175049
	Iteration 40F: 3 clusters Score -7385452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7385468.000000 Penalty: 3572.175049
	Iteration 41Q: 3 clusters Score -7385468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7385472.500000 Penalty: 3572.175049
	Iteration 42Q: 3 clusters Score -7385472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7385484.000000 Penalty: 3572.175049
	Iteration 43Q: 3 clusters Score -7385484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7385496.500000 Penalty: 3572.175049
	Iteration 44Q: 3 clusters Score -7385496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7385517.000000 Penalty: 3572.175049
	Iteration 45Q: 3 clusters Score -7385517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7385523.500000 Penalty: 3572.175049
	Iteration 46Q: 3 clusters Score -7385524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7385544.500000 Penalty: 3572.175049
	Iteration 47Q: 3 clusters Score -7385544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7385529.000000 Penalty: 3572.175049
	Iteration 48Q: 3 clusters Score -7385529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7385532.000000 Penalty: 3572.175049
	Iteration 49Q: 3 clusters Score -7385532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7385534.500000 Penalty: 3572.175049
	Iteration 50Q: 3 clusters Score -7385534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7385532.000000 Penalty: 3572.175049
	Iteration 51Q: 3 clusters Score -7385532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7385535.000000 Penalty: 3572.175049
	Iteration 52Q: 3 clusters Score -7385535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7385536.500000 Penalty: 3572.175049
	Iteration 53Q: 3 clusters Score -7385536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7385536.000000 Penalty: 3572.175049
	Iteration 54Q: 3 clusters Score -7385536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7385530.000000 Penalty: 3572.175049
	Iteration 55Q: 3 clusters Score -7385530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7385533.500000 Penalty: 3572.175049
	Iteration 56Q: 3 clusters Score -7385534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7385534.000000 Penalty: 3572.175049
	Iteration 57Q: 3 clusters Score -7385534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7385534.000000 Penalty: 3572.175049
	Iteration 58F: 3 clusters Score -7385534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Entering Unmasked Estep 
Score: -1675213.125000 Penalty: 1551.264160
	Iteration 0F: 2 clusters Score -1675213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1665519.625000 Penalty: 3102.528320
	Iteration 0F: 3 clusters Score -1665520 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1668937.625000 Penalty: 3102.528320
	Iteration 1F: 3 clusters Score -1668938 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1669411.000000 Penalty: 3102.528320
	Iteration 2F: 3 clusters Score -1669411 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1669946.250000 Penalty: 3102.528320
	Iteration 3F: 3 clusters Score -1669946 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1670626.125000 Penalty: 3102.528320
	Iteration 4F: 3 clusters Score -1670626 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1671492.375000 Penalty: 3102.528320
	Iteration 5F: 3 clusters Score -1671492 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1672348.250000 Penalty: 3102.528320
	Iteration 6F: 3 clusters Score -1672348 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1673137.125000 Penalty: 3102.528320
	Iteration 7F: 3 clusters Score -1673137 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1673676.375000 Penalty: 3102.528320
	Iteration 8Q: 3 clusters Score -1673676 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1673905.625000 Penalty: 3102.528320
	Iteration 9Q: 3 clusters Score -1673906 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1673999.250000 Penalty: 3102.528320
	Iteration 10Q: 3 clusters Score -1673999 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1674075.000000 Penalty: 3102.528320
	Iteration 11Q: 3 clusters Score -1674075 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1674117.375000 Penalty: 3102.528320
	Iteration 12Q: 3 clusters Score -1674117 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1674143.750000 Penalty: 3102.528320
	Iteration 13Q: 3 clusters Score -1674144 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1674169.875000 Penalty: 3102.528320
	Iteration 14Q: 3 clusters Score -1674170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1674181.750000 Penalty: 3102.528320
	Iteration 15Q: 3 clusters Score -1674182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1674196.875000 Penalty: 3102.528320
	Iteration 16Q: 3 clusters Score -1674197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1674210.375000 Penalty: 3102.528320
	Iteration 17Q: 3 clusters Score -1674210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1674223.500000 Penalty: 3102.528320
	Iteration 18Q: 3 clusters Score -1674224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1674237.375000 Penalty: 3102.528320
	Iteration 19Q: 3 clusters Score -1674237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1674249.500000 Penalty: 3102.528320
	Iteration 20F: 3 clusters Score -1674250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1674260.625000 Penalty: 3102.528320
	Iteration 21Q: 3 clusters Score -1674261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1674270.625000 Penalty: 3102.528320
	Iteration 22Q: 3 clusters Score -1674271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1674268.500000 Penalty: 3102.528320
	Iteration 23Q: 3 clusters Score -1674268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1674271.375000 Penalty: 3102.528320
	Iteration 24Q: 3 clusters Score -1674271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1674274.750000 Penalty: 3102.528320
	Iteration 25Q: 3 clusters Score -1674275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1674275.625000 Penalty: 3102.528320
	Iteration 26Q: 3 clusters Score -1674276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1674280.750000 Penalty: 3102.528320
	Iteration 27Q: 3 clusters Score -1674281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1674282.750000 Penalty: 3102.528320
	Iteration 28Q: 3 clusters Score -1674283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1674281.875000 Penalty: 3102.528320
	Iteration 29Q: 3 clusters Score -1674282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1674278.125000 Penalty: 3102.528320
	Iteration 30Q: 3 clusters Score -1674278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1674279.875000 Penalty: 3102.528320
	Iteration 31Q: 3 clusters Score -1674280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1674283.000000 Penalty: 3102.528320
	Iteration 32Q: 3 clusters Score -1674283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1674282.750000 Penalty: 3102.528320
	Iteration 33Q: 3 clusters Score -1674283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1674283.500000 Penalty: 3102.528320
	Iteration 34Q: 3 clusters Score -1674284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1674282.375000 Penalty: 3102.528320
	Iteration 35Q: 3 clusters Score -1674282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1674284.875000 Penalty: 3102.528320
	Iteration 36Q: 3 clusters Score -1674285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1674287.000000 Penalty: 3102.528320
	Iteration 37Q: 3 clusters Score -1674287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1674287.000000 Penalty: 3102.528320
	Iteration 38F: 3 clusters Score -1674287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -286665.875000 Penalty: 1275.070923
	Iteration 0F: 2 clusters Score -286665.9 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 1292 members 
Entering Unmasked Estep 
Score: -284248.968750 Penalty: 2550.141846
	Iteration 0F: 3 clusters Score -284249 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -284923.781250 Penalty: 2550.141846
	Iteration 1F: 3 clusters Score -284923.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -285145.281250 Penalty: 2550.141846
	Iteration 2F: 3 clusters Score -285145.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -285381.218750 Penalty: 2550.141846
	Iteration 3F: 3 clusters Score -285381.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -285629.468750 Penalty: 2550.141846
	Iteration 4F: 3 clusters Score -285629.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -285872.437500 Penalty: 2550.141846
	Iteration 5F: 3 clusters Score -285872.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -286061.937500 Penalty: 2550.141846
	Iteration 6F: 3 clusters Score -286061.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -286194.031250 Penalty: 2550.141846
	Iteration 7Q: 3 clusters Score -286194 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -286281.312500 Penalty: 2550.141846
	Iteration 8Q: 3 clusters Score -286281.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -286341.187500 Penalty: 2550.141846
	Iteration 9Q: 3 clusters Score -286341.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -286390.812500 Penalty: 2550.141846
	Iteration 10Q: 3 clusters Score -286390.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -286418.343750 Penalty: 2550.141846
	Iteration 11Q: 3 clusters Score -286418.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -286436.500000 Penalty: 2550.141846
	Iteration 12Q: 3 clusters Score -286436.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -286452.875000 Penalty: 2550.141846
	Iteration 13Q: 3 clusters Score -286452.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -286468.625000 Penalty: 2550.141846
	Iteration 14Q: 3 clusters Score -286468.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -286477.031250 Penalty: 2550.141846
	Iteration 15Q: 3 clusters Score -286477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -286489.937500 Penalty: 2550.141846
	Iteration 16Q: 3 clusters Score -286489.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -286501.093750 Penalty: 2550.141846
	Iteration 17Q: 3 clusters Score -286501.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -286513.968750 Penalty: 2550.141846
	Iteration 18Q: 3 clusters Score -286514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -286524.781250 Penalty: 2550.141846
	Iteration 19Q: 3 clusters Score -286524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -286528.156250 Penalty: 2550.141846
	Iteration 20F: 3 clusters Score -286528.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -286533.593750 Penalty: 2550.141846
	Iteration 21Q: 3 clusters Score -286533.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -286538.218750 Penalty: 2550.141846
	Iteration 22Q: 3 clusters Score -286538.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -286543.812500 Penalty: 2550.141846
	Iteration 23Q: 3 clusters Score -286543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -286547.156250 Penalty: 2550.141846
	Iteration 24Q: 3 clusters Score -286547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -286548.500000 Penalty: 2550.141846
	Iteration 25Q: 3 clusters Score -286548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -286549.718750 Penalty: 2550.141846
	Iteration 26Q: 3 clusters Score -286549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -286550.187500 Penalty: 2550.141846
	Iteration 27Q: 3 clusters Score -286550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -286551.062500 Penalty: 2550.141846
	Iteration 28Q: 3 clusters Score -286551.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -286552.312500 Penalty: 2550.141846
	Iteration 29Q: 3 clusters Score -286552.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -286554.250000 Penalty: 2550.141846
	Iteration 30Q: 3 clusters Score -286554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -286555.156250 Penalty: 2550.141846
	Iteration 31Q: 3 clusters Score -286555.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -286555.156250 Penalty: 2550.141846
	Iteration 32F: 3 clusters Score -286555.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Entering Unmasked Estep 
Score: -1017701.500000 Penalty: 1460.865845
	Iteration 0F: 2 clusters Score -1017702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1011761.625000 Penalty: 2921.731689
	Iteration 0F: 3 clusters Score -1011762 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1013660.500000 Penalty: 2921.731689
	Iteration 1F: 3 clusters Score -1013660 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1013970.375000 Penalty: 2921.731689
	Iteration 2F: 3 clusters Score -1013970 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1014214.750000 Penalty: 2921.731689
	Iteration 3F: 3 clusters Score -1014215 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1014385.437500 Penalty: 2921.731689
	Iteration 4Q: 3 clusters Score -1014385 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1014548.250000 Penalty: 2921.731689
	Iteration 5Q: 3 clusters Score -1014548 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1014729.937500 Penalty: 2921.731689
	Iteration 6Q: 3 clusters Score -1014730 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1014909.375000 Penalty: 2921.731689
	Iteration 7Q: 3 clusters Score -1014909 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1015113.750000 Penalty: 2921.731689
	Iteration 8Q: 3 clusters Score -1015114 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1015312.375000 Penalty: 2921.731689
	Iteration 9Q: 3 clusters Score -1015312 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1015496.875000 Penalty: 2921.731689
	Iteration 10Q: 3 clusters Score -1015497 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1015656.062500 Penalty: 2921.731689
	Iteration 11Q: 3 clusters Score -1015656 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1015776.562500 Penalty: 2921.731689
	Iteration 12Q: 3 clusters Score -1015777 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1015905.937500 Penalty: 2921.731689
	Iteration 13Q: 3 clusters Score -1015906 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1016026.437500 Penalty: 2921.731689
	Iteration 14Q: 3 clusters Score -1016026 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1016135.687500 Penalty: 2921.731689
	Iteration 15Q: 3 clusters Score -1016136 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1016227.375000 Penalty: 2921.731689
	Iteration 16Q: 3 clusters Score -1016227 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1016307.000000 Penalty: 2921.731689
	Iteration 17Q: 3 clusters Score -1016307 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1016364.062500 Penalty: 2921.731689
	Iteration 18Q: 3 clusters Score -1016364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1016415.687500 Penalty: 2921.731689
	Iteration 19Q: 3 clusters Score -1016416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1016458.687500 Penalty: 2921.731689
	Iteration 20F: 3 clusters Score -1016459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1016482.500000 Penalty: 2921.731689
	Iteration 21Q: 3 clusters Score -1016482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1016502.812500 Penalty: 2921.731689
	Iteration 22Q: 3 clusters Score -1016503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1016511.875000 Penalty: 2921.731689
	Iteration 23Q: 3 clusters Score -1016512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1016511.750000 Penalty: 2921.731689
	Iteration 24Q: 3 clusters Score -1016512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1016515.562500 Penalty: 2921.731689
	Iteration 25Q: 3 clusters Score -1016516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1016519.687500 Penalty: 2921.731689
	Iteration 26Q: 3 clusters Score -1016520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1016521.000000 Penalty: 2921.731689
	Iteration 27Q: 3 clusters Score -1016521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1016522.250000 Penalty: 2921.731689
	Iteration 28Q: 3 clusters Score -1016522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1016524.187500 Penalty: 2921.731689
	Iteration 29Q: 3 clusters Score -1016524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1016524.625000 Penalty: 2921.731689
	Iteration 30Q: 3 clusters Score -1016525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1016525.500000 Penalty: 2921.731689
	Iteration 31Q: 3 clusters Score -1016526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1016525.500000 Penalty: 2921.731689
	Iteration 32F: 3 clusters Score -1016526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Entering Unmasked Estep 
Score: -1800405.875000 Penalty: 1553.490356
	Iteration 0F: 2 clusters Score -1800406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1790554.375000 Penalty: 3106.980713
	Iteration 0F: 3 clusters Score -1790554 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1793854.625000 Penalty: 3106.980713
	Iteration 1F: 3 clusters Score -1793855 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1794145.500000 Penalty: 3106.980713
	Iteration 2F: 3 clusters Score -1794146 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1794380.250000 Penalty: 3106.980713
	Iteration 3Q: 3 clusters Score -1794380 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1794558.375000 Penalty: 3106.980713
	Iteration 4Q: 3 clusters Score -1794558 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1794701.125000 Penalty: 3106.980713
	Iteration 5Q: 3 clusters Score -1794701 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1794847.625000 Penalty: 3106.980713
	Iteration 6Q: 3 clusters Score -1794848 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1794986.750000 Penalty: 3106.980713
	Iteration 7Q: 3 clusters Score -1794987 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1795119.125000 Penalty: 3106.980713
	Iteration 8Q: 3 clusters Score -1795119 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1795290.000000 Penalty: 3106.980713
	Iteration 9Q: 3 clusters Score -1795290 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1795492.250000 Penalty: 3106.980713
	Iteration 10Q: 3 clusters Score -1795492 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1795728.250000 Penalty: 3106.980713
	Iteration 11Q: 3 clusters Score -1795728 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1795991.875000 Penalty: 3106.980713
	Iteration 12Q: 3 clusters Score -1795992 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1796268.125000 Penalty: 3106.980713
	Iteration 13Q: 3 clusters Score -1796268 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1796510.875000 Penalty: 3106.980713
	Iteration 14Q: 3 clusters Score -1796511 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1796665.375000 Penalty: 3106.980713
	Iteration 15Q: 3 clusters Score -1796665 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1796764.500000 Penalty: 3106.980713
	Iteration 16Q: 3 clusters Score -1796764 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1796821.625000 Penalty: 3106.980713
	Iteration 17Q: 3 clusters Score -1796822 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1796873.125000 Penalty: 3106.980713
	Iteration 18Q: 3 clusters Score -1796873 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1796917.375000 Penalty: 3106.980713
	Iteration 19Q: 3 clusters Score -1796917 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1796949.875000 Penalty: 3106.980713
	Iteration 20F: 3 clusters Score -1796950 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1796977.500000 Penalty: 3106.980713
	Iteration 21Q: 3 clusters Score -1796978 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1796999.500000 Penalty: 3106.980713
	Iteration 22Q: 3 clusters Score -1797000 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1797030.750000 Penalty: 3106.980713
	Iteration 23Q: 3 clusters Score -1797031 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1797063.250000 Penalty: 3106.980713
	Iteration 24Q: 3 clusters Score -1797063 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1797085.500000 Penalty: 3106.980713
	Iteration 25Q: 3 clusters Score -1797086 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1797108.500000 Penalty: 3106.980713
	Iteration 26Q: 3 clusters Score -1797108 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1797128.000000 Penalty: 3106.980713
	Iteration 27Q: 3 clusters Score -1797128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1797145.750000 Penalty: 3106.980713
	Iteration 28Q: 3 clusters Score -1797146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1797160.500000 Penalty: 3106.980713
	Iteration 29Q: 3 clusters Score -1797160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1797176.875000 Penalty: 3106.980713
	Iteration 30Q: 3 clusters Score -1797177 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1797205.000000 Penalty: 3106.980713
	Iteration 31Q: 3 clusters Score -1797205 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1797236.750000 Penalty: 3106.980713
	Iteration 32Q: 3 clusters Score -1797237 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1797254.625000 Penalty: 3106.980713
	Iteration 33Q: 3 clusters Score -1797255 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1797279.750000 Penalty: 3106.980713
	Iteration 34Q: 3 clusters Score -1797280 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1797304.750000 Penalty: 3106.980713
	Iteration 35Q: 3 clusters Score -1797305 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1797345.875000 Penalty: 3106.980713
	Iteration 36Q: 3 clusters Score -1797346 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1797370.500000 Penalty: 3106.980713
	Iteration 37Q: 3 clusters Score -1797370 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1797406.750000 Penalty: 3106.980713
	Iteration 38Q: 3 clusters Score -1797407 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1797436.125000 Penalty: 3106.980713
	Iteration 39Q: 3 clusters Score -1797436 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1797451.250000 Penalty: 3106.980713
	Iteration 40F: 3 clusters Score -1797451 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1797489.500000 Penalty: 3106.980713
	Iteration 41Q: 3 clusters Score -1797490 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1797530.750000 Penalty: 3106.980713
	Iteration 42Q: 3 clusters Score -1797531 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1797575.750000 Penalty: 3106.980713
	Iteration 43Q: 3 clusters Score -1797576 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1797621.125000 Penalty: 3106.980713
	Iteration 44Q: 3 clusters Score -1797621 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1797687.125000 Penalty: 3106.980713
	Iteration 45Q: 3 clusters Score -1797687 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1797742.250000 Penalty: 3106.980713
	Iteration 46Q: 3 clusters Score -1797742 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1797796.750000 Penalty: 3106.980713
	Iteration 47Q: 3 clusters Score -1797797 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1797853.875000 Penalty: 3106.980713
	Iteration 48Q: 3 clusters Score -1797854 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1797930.125000 Penalty: 3106.980713
	Iteration 49Q: 3 clusters Score -1797930 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1798027.000000 Penalty: 3106.980713
	Iteration 50Q: 3 clusters Score -1798027 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1798115.875000 Penalty: 3106.980713
	Iteration 51Q: 3 clusters Score -1798116 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1798195.000000 Penalty: 3106.980713
	Iteration 52Q: 3 clusters Score -1798195 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1798285.000000 Penalty: 3106.980713
	Iteration 53Q: 3 clusters Score -1798285 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1798363.750000 Penalty: 3106.980713
	Iteration 54Q: 3 clusters Score -1798364 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1798432.375000 Penalty: 3106.980713
	Iteration 55Q: 3 clusters Score -1798432 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1798498.125000 Penalty: 3106.980713
	Iteration 56Q: 3 clusters Score -1798498 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1798564.625000 Penalty: 3106.980713
	Iteration 57Q: 3 clusters Score -1798565 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1798625.125000 Penalty: 3106.980713
	Iteration 58Q: 3 clusters Score -1798625 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1798668.500000 Penalty: 3106.980713
	Iteration 59Q: 3 clusters Score -1798668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1798699.500000 Penalty: 3106.980713
	Iteration 60F: 3 clusters Score -1798700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1798735.875000 Penalty: 3106.980713
	Iteration 61Q: 3 clusters Score -1798736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1798766.750000 Penalty: 3106.980713
	Iteration 62Q: 3 clusters Score -1798767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1798787.375000 Penalty: 3106.980713
	Iteration 63Q: 3 clusters Score -1798787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1798810.750000 Penalty: 3106.980713
	Iteration 64Q: 3 clusters Score -1798811 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1798832.375000 Penalty: 3106.980713
	Iteration 65Q: 3 clusters Score -1798832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1798849.875000 Penalty: 3106.980713
	Iteration 66Q: 3 clusters Score -1798850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1798867.125000 Penalty: 3106.980713
	Iteration 67Q: 3 clusters Score -1798867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1798884.125000 Penalty: 3106.980713
	Iteration 68Q: 3 clusters Score -1798884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1798899.750000 Penalty: 3106.980713
	Iteration 69Q: 3 clusters Score -1798900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1798914.000000 Penalty: 3106.980713
	Iteration 70Q: 3 clusters Score -1798914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1798924.250000 Penalty: 3106.980713
	Iteration 71Q: 3 clusters Score -1798924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1798945.375000 Penalty: 3106.980713
	Iteration 72Q: 3 clusters Score -1798945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1798962.875000 Penalty: 3106.980713
	Iteration 73Q: 3 clusters Score -1798963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1798980.750000 Penalty: 3106.980713
	Iteration 74Q: 3 clusters Score -1798981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1798994.000000 Penalty: 3106.980713
	Iteration 75Q: 3 clusters Score -1798994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1799007.500000 Penalty: 3106.980713
	Iteration 76Q: 3 clusters Score -1799008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1799020.750000 Penalty: 3106.980713
	Iteration 77Q: 3 clusters Score -1799021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1799039.125000 Penalty: 3106.980713
	Iteration 78Q: 3 clusters Score -1799039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1799056.625000 Penalty: 3106.980713
	Iteration 79Q: 3 clusters Score -1799057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1799069.125000 Penalty: 3106.980713
	Iteration 80F: 3 clusters Score -1799069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1799081.125000 Penalty: 3106.980713
	Iteration 81Q: 3 clusters Score -1799081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1799092.625000 Penalty: 3106.980713
	Iteration 82Q: 3 clusters Score -1799093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1799093.500000 Penalty: 3106.980713
	Iteration 83Q: 3 clusters Score -1799094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1799097.375000 Penalty: 3106.980713
	Iteration 84Q: 3 clusters Score -1799097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1799095.625000 Penalty: 3106.980713
	Iteration 85Q: 3 clusters Score -1799096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1799097.125000 Penalty: 3106.980713
	Iteration 86Q: 3 clusters Score -1799097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1799098.500000 Penalty: 3106.980713
	Iteration 87Q: 3 clusters Score -1799098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1799098.750000 Penalty: 3106.980713
	Iteration 88Q: 3 clusters Score -1799099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1799101.000000 Penalty: 3106.980713
	Iteration 89Q: 3 clusters Score -1799101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1799101.750000 Penalty: 3106.980713
	Iteration 90Q: 3 clusters Score -1799102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1799101.250000 Penalty: 3106.980713
	Iteration 91Q: 3 clusters Score -1799101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1799101.250000 Penalty: 3106.980713
	Iteration 92F: 3 clusters Score -1799101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Entering Unmasked Estep 
Score: -5373752.000000 Penalty: 1734.169434
	Iteration 0F: 2 clusters Score -5373752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -5345055.000000 Penalty: 3468.338867
	Iteration 0F: 3 clusters Score -5345055 nChanged 19907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -5356169.500000 Penalty: 3468.338867
	Iteration 1F: 3 clusters Score -5356170 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5356567.000000 Penalty: 3468.338867
	Iteration 2Q: 3 clusters Score -5356567 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -5357056.500000 Penalty: 3468.338867
	Iteration 3Q: 3 clusters Score -5357056 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -5357554.000000 Penalty: 3468.338867
	Iteration 4Q: 3 clusters Score -5357554 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -5358268.500000 Penalty: 3468.338867
	Iteration 5Q: 3 clusters Score -5358268 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -5359434.500000 Penalty: 3468.338867
	Iteration 6F: 3 clusters Score -5359434 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -5361173.000000 Penalty: 3468.338867
	Iteration 7F: 3 clusters Score -5361173 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -5363533.500000 Penalty: 3468.338867
	Iteration 8F: 3 clusters Score -5363534 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -5366185.500000 Penalty: 3468.338867
	Iteration 9F: 3 clusters Score -5366186 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -5368405.500000 Penalty: 3468.338867
	Iteration 10F: 3 clusters Score -5368406 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -5369954.000000 Penalty: 3468.338867
	Iteration 11Q: 3 clusters Score -5369954 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -5370987.500000 Penalty: 3468.338867
	Iteration 12Q: 3 clusters Score -5370988 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -5371592.500000 Penalty: 3468.338867
	Iteration 13Q: 3 clusters Score -5371592 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -5371919.000000 Penalty: 3468.338867
	Iteration 14Q: 3 clusters Score -5371919 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -5372083.500000 Penalty: 3468.338867
	Iteration 15Q: 3 clusters Score -5372084 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -5372180.000000 Penalty: 3468.338867
	Iteration 16Q: 3 clusters Score -5372180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -5372249.500000 Penalty: 3468.338867
	Iteration 17Q: 3 clusters Score -5372250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -5372274.000000 Penalty: 3468.338867
	Iteration 18Q: 3 clusters Score -5372274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -5372298.500000 Penalty: 3468.338867
	Iteration 19Q: 3 clusters Score -5372298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -5372322.500000 Penalty: 3468.338867
	Iteration 20F: 3 clusters Score -5372322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -5372340.000000 Penalty: 3468.338867
	Iteration 21Q: 3 clusters Score -5372340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -5372346.500000 Penalty: 3468.338867
	Iteration 22Q: 3 clusters Score -5372346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -5372358.500000 Penalty: 3468.338867
	Iteration 23Q: 3 clusters Score -5372358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -5372368.500000 Penalty: 3468.338867
	Iteration 24Q: 3 clusters Score -5372368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -5372373.000000 Penalty: 3468.338867
	Iteration 25Q: 3 clusters Score -5372373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -5372379.500000 Penalty: 3468.338867
	Iteration 26Q: 3 clusters Score -5372380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -5372380.500000 Penalty: 3468.338867
	Iteration 27Q: 3 clusters Score -5372380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -5372381.500000 Penalty: 3468.338867
	Iteration 28Q: 3 clusters Score -5372382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -5372380.000000 Penalty: 3468.338867
	Iteration 29Q: 3 clusters Score -5372380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -5372395.500000 Penalty: 3468.338867
	Iteration 30Q: 3 clusters Score -5372396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -5372403.500000 Penalty: 3468.338867
	Iteration 31Q: 3 clusters Score -5372404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -5372406.000000 Penalty: 3468.338867
	Iteration 32Q: 3 clusters Score -5372406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -5372405.500000 Penalty: 3468.338867
	Iteration 33Q: 3 clusters Score -5372406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -5372413.500000 Penalty: 3468.338867
	Iteration 34Q: 3 clusters Score -5372414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -5372405.000000 Penalty: 3468.338867
	Iteration 35Q: 3 clusters Score -5372405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -5372407.000000 Penalty: 3468.338867
	Iteration 36Q: 3 clusters Score -5372407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -5372407.000000 Penalty: 3468.338867
	Iteration 37Q: 3 clusters Score -5372407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -5372410.000000 Penalty: 3468.338867
	Iteration 38Q: 3 clusters Score -5372410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -5372407.000000 Penalty: 3468.338867
	Iteration 39Q: 3 clusters Score -5372407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -5372407.000000 Penalty: 3468.338867
	Iteration 40F: 3 clusters Score -5372407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Entering Unmasked Estep 
Score: -5506341.000000 Penalty: 1735.647461
	Iteration 0F: 2 clusters Score -5506341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -5477318.000000 Penalty: 3471.294922
	Iteration 0F: 3 clusters Score -5477318 nChanged 20223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5488447.000000 Penalty: 3471.294922
	Iteration 1F: 3 clusters Score -5488447 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -5488780.000000 Penalty: 3471.294922
	Iteration 2Q: 3 clusters Score -5488780 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -5489078.500000 Penalty: 3471.294922
	Iteration 3Q: 3 clusters Score -5489078 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -5489387.000000 Penalty: 3471.294922
	Iteration 4Q: 3 clusters Score -5489387 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5489699.000000 Penalty: 3471.294922
	Iteration 5Q: 3 clusters Score -5489699 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -5490007.500000 Penalty: 3471.294922
	Iteration 6Q: 3 clusters Score -5490008 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -5490343.500000 Penalty: 3471.294922
	Iteration 7Q: 3 clusters Score -5490344 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -5490722.000000 Penalty: 3471.294922
	Iteration 8Q: 3 clusters Score -5490722 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -5491170.000000 Penalty: 3471.294922
	Iteration 9Q: 3 clusters Score -5491170 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -5491807.000000 Penalty: 3471.294922
	Iteration 10Q: 3 clusters Score -5491807 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -5492706.500000 Penalty: 3471.294922
	Iteration 11Q: 3 clusters Score -5492706 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -5493930.500000 Penalty: 3471.294922
	Iteration 12Q: 3 clusters Score -5493930 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -5495415.000000 Penalty: 3471.294922
	Iteration 13F: 3 clusters Score -5495415 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -5496435.000000 Penalty: 3471.294922
	Iteration 14Q: 3 clusters Score -5496435 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -5496861.500000 Penalty: 3471.294922
	Iteration 15Q: 3 clusters Score -5496862 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -5497072.000000 Penalty: 3471.294922
	Iteration 16Q: 3 clusters Score -5497072 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -5497124.500000 Penalty: 3471.294922
	Iteration 17Q: 3 clusters Score -5497124 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -5497186.000000 Penalty: 3471.294922
	Iteration 18Q: 3 clusters Score -5497186 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -5497223.500000 Penalty: 3471.294922
	Iteration 19Q: 3 clusters Score -5497224 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -5497261.500000 Penalty: 3471.294922
	Iteration 20F: 3 clusters Score -5497262 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -5497333.500000 Penalty: 3471.294922
	Iteration 21Q: 3 clusters Score -5497334 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -5497394.000000 Penalty: 3471.294922
	Iteration 22Q: 3 clusters Score -5497394 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -5497484.500000 Penalty: 3471.294922
	Iteration 23Q: 3 clusters Score -5497484 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -5497543.500000 Penalty: 3471.294922
	Iteration 24Q: 3 clusters Score -5497544 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -5497598.000000 Penalty: 3471.294922
	Iteration 25Q: 3 clusters Score -5497598 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -5497696.500000 Penalty: 3471.294922
	Iteration 26Q: 3 clusters Score -5497696 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -5497808.000000 Penalty: 3471.294922
	Iteration 27Q: 3 clusters Score -5497808 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -5497944.500000 Penalty: 3471.294922
	Iteration 28Q: 3 clusters Score -5497944 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -5498089.500000 Penalty: 3471.294922
	Iteration 29Q: 3 clusters Score -5498090 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -5498286.500000 Penalty: 3471.294922
	Iteration 30Q: 3 clusters Score -5498286 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -5498469.500000 Penalty: 3471.294922
	Iteration 31Q: 3 clusters Score -5498470 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -5498716.500000 Penalty: 3471.294922
	Iteration 32Q: 3 clusters Score -5498716 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -5499012.500000 Penalty: 3471.294922
	Iteration 33Q: 3 clusters Score -5499012 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -5499324.000000 Penalty: 3471.294922
	Iteration 34Q: 3 clusters Score -5499324 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -5499662.000000 Penalty: 3471.294922
	Iteration 35Q: 3 clusters Score -5499662 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -5500084.500000 Penalty: 3471.294922
	Iteration 36Q: 3 clusters Score -5500084 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -5500531.500000 Penalty: 3471.294922
	Iteration 37Q: 3 clusters Score -5500532 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -5501050.500000 Penalty: 3471.294922
	Iteration 38Q: 3 clusters Score -5501050 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -5501607.500000 Penalty: 3471.294922
	Iteration 39Q: 3 clusters Score -5501608 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -5502167.500000 Penalty: 3471.294922
	Iteration 40F: 3 clusters Score -5502168 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -5502732.000000 Penalty: 3471.294922
	Iteration 41Q: 3 clusters Score -5502732 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -5503249.000000 Penalty: 3471.294922
	Iteration 42Q: 3 clusters Score -5503249 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -5503723.500000 Penalty: 3471.294922
	Iteration 43Q: 3 clusters Score -5503724 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -5504167.500000 Penalty: 3471.294922
	Iteration 44Q: 3 clusters Score -5504168 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -5504493.000000 Penalty: 3471.294922
	Iteration 45Q: 3 clusters Score -5504493 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -5504733.000000 Penalty: 3471.294922
	Iteration 46Q: 3 clusters Score -5504733 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -5504869.500000 Penalty: 3471.294922
	Iteration 47Q: 3 clusters Score -5504870 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -5504977.000000 Penalty: 3471.294922
	Iteration 48Q: 3 clusters Score -5504977 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -5505017.500000 Penalty: 3471.294922
	Iteration 49Q: 3 clusters Score -5505018 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -5505033.500000 Penalty: 3471.294922
	Iteration 50Q: 3 clusters Score -5505034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -5505048.500000 Penalty: 3471.294922
	Iteration 51Q: 3 clusters Score -5505048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -5505080.000000 Penalty: 3471.294922
	Iteration 52Q: 3 clusters Score -5505080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -5505091.500000 Penalty: 3471.294922
	Iteration 53Q: 3 clusters Score -5505092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -5505097.500000 Penalty: 3471.294922
	Iteration 54Q: 3 clusters Score -5505098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -5505100.000000 Penalty: 3471.294922
	Iteration 55Q: 3 clusters Score -5505100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -5505102.500000 Penalty: 3471.294922
	Iteration 56Q: 3 clusters Score -5505102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -5505105.500000 Penalty: 3471.294922
	Iteration 57Q: 3 clusters Score -5505106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -5505106.500000 Penalty: 3471.294922
	Iteration 58Q: 3 clusters Score -5505106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -5505115.000000 Penalty: 3471.294922
	Iteration 59Q: 3 clusters Score -5505115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -5505117.500000 Penalty: 3471.294922
	Iteration 60F: 3 clusters Score -5505118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -5505126.500000 Penalty: 3471.294922
	Iteration 61Q: 3 clusters Score -5505126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -5505130.000000 Penalty: 3471.294922
	Iteration 62Q: 3 clusters Score -5505130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -5505126.500000 Penalty: 3471.294922
	Iteration 63Q: 3 clusters Score -5505126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -5505126.000000 Penalty: 3471.294922
	Iteration 64Q: 3 clusters Score -5505126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -5505123.000000 Penalty: 3471.294922
	Iteration 65Q: 3 clusters Score -5505123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -5505127.000000 Penalty: 3471.294922
	Iteration 66Q: 3 clusters Score -5505127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -5505132.500000 Penalty: 3471.294922
	Iteration 67Q: 3 clusters Score -5505132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -5505131.500000 Penalty: 3471.294922
	Iteration 68Q: 3 clusters Score -5505132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -5505133.500000 Penalty: 3471.294922
	Iteration 69Q: 3 clusters Score -5505134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -5505133.500000 Penalty: 3471.294922
	Iteration 70Q: 3 clusters Score -5505134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -5505128.000000 Penalty: 3471.294922
	Iteration 71Q: 3 clusters Score -5505128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -5505132.500000 Penalty: 3471.294922
	Iteration 72Q: 3 clusters Score -5505132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -5505132.000000 Penalty: 3471.294922
	Iteration 73Q: 3 clusters Score -5505132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -5505131.000000 Penalty: 3471.294922
	Iteration 74Q: 3 clusters Score -5505131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -5505131.000000 Penalty: 3471.294922
	Iteration 75F: 3 clusters Score -5505131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26505 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 36971 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3010 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3204 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 9976 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 20761 members 
Mstep: Class 16 contains 75146 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 59356 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8022 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43123 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657528.000000 Penalty: 55564.910156
Iteration 319Q: 27 clusters Score -6.265753e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 3860 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26503 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 36969 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3013 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 9945 members 
Mstep: Class 14 contains 4048 members 
Mstep: Class 15 contains 20738 members 
Mstep: Class 16 contains 75148 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 59404 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8022 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43125 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657516.000000 Penalty: 55564.910156
Iteration 320F: 27 clusters Score -6.265752e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 3858 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26502 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 36962 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3013 members 
Mstep: Class 9 contains 9464 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 3209 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 9915 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 20723 members 
Mstep: Class 16 contains 75149 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 59449 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8023 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43129 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657520.000000 Penalty: 55564.910156
Iteration 321Q: 27 clusters Score -6.265752e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26501 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 36956 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3014 members 
Mstep: Class 9 contains 9467 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 3210 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 9884 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 20712 members 
Mstep: Class 16 contains 75152 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 59487 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8022 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43133 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657516.000000 Penalty: 55564.910156
Iteration 322Q: 27 clusters Score -6.265752e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 3864 members 
Mstep: Class 3 contains 30292 members 
Mstep: Class 4 contains 26499 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 36956 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 9468 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 3212 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 9847 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 20700 members 
Mstep: Class 16 contains 75153 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 59522 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43135 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657576.000000 Penalty: 55564.910156
Iteration 323Q: 27 clusters Score -6.265758e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 3868 members 
Mstep: Class 3 contains 30292 members 
Mstep: Class 4 contains 26498 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 36956 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 9468 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 3212 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 9816 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 20694 members 
Mstep: Class 16 contains 75152 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 59550 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8020 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43139 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657528.000000 Penalty: 55564.910156
Iteration 324Q: 27 clusters Score -6.265753e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 3868 members 
Mstep: Class 3 contains 30292 members 
Mstep: Class 4 contains 26498 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 36957 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 9788 members 
Mstep: Class 14 contains 4048 members 
Mstep: Class 15 contains 20684 members 
Mstep: Class 16 contains 75152 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 59581 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8020 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43142 members 
Mstep: Class 26 contains 43516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657520.000000 Penalty: 55564.910156
Iteration 325Q: 27 clusters Score -6.265752e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 3866 members 
Mstep: Class 3 contains 30291 members 
Mstep: Class 4 contains 26498 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 36955 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3026 members 
Mstep: Class 9 contains 9473 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 9759 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 20672 members 
Mstep: Class 16 contains 75152 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 59613 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8020 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43149 members 
Mstep: Class 26 contains 43516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657540.000000 Penalty: 55564.910156
Iteration 326Q: 27 clusters Score -6.265754e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 3865 members 
Mstep: Class 3 contains 30289 members 
Mstep: Class 4 contains 26499 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 36957 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 9475 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 9728 members 
Mstep: Class 14 contains 4054 members 
Mstep: Class 15 contains 20656 members 
Mstep: Class 16 contains 75152 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 59648 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8018 members 
Mstep: Class 24 contains 14186 members 
Mstep: Class 25 contains 43154 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657452.000000 Penalty: 55564.910156
Iteration 327Q: 27 clusters Score -6.265745e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 3867 members 
Mstep: Class 3 contains 30289 members 
Mstep: Class 4 contains 26497 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 36957 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 9474 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 3215 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 9700 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 20642 members 
Mstep: Class 16 contains 75152 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 59696 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8018 members 
Mstep: Class 24 contains 14186 members 
Mstep: Class 25 contains 43153 members 
Mstep: Class 26 contains 43515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657524.000000 Penalty: 55564.910156
Iteration 328Q: 27 clusters Score -6.265752e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 3867 members 
Mstep: Class 3 contains 30289 members 
Mstep: Class 4 contains 26497 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 36958 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3026 members 
Mstep: Class 9 contains 9475 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 3216 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 20633 members 
Mstep: Class 16 contains 75153 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 59729 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8018 members 
Mstep: Class 24 contains 14186 members 
Mstep: Class 25 contains 43156 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657520.000000 Penalty: 55564.910156
Iteration 329Q: 27 clusters Score -6.265752e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83238 members 
Mstep: Class 2 contains 3868 members 
Mstep: Class 3 contains 30291 members 
Mstep: Class 4 contains 26497 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 36961 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 9474 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 3217 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 9646 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 20626 members 
Mstep: Class 16 contains 75155 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 59752 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8017 members 
Mstep: Class 24 contains 14186 members 
Mstep: Class 25 contains 43159 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657496.000000 Penalty: 55564.910156
Iteration 330Q: 27 clusters Score -6.26575e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 3870 members 
Mstep: Class 3 contains 30290 members 
Mstep: Class 4 contains 26495 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 36965 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3031 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 3218 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9613 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 20611 members 
Mstep: Class 16 contains 75158 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 59787 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43157 members 
Mstep: Class 26 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657508.000000 Penalty: 55564.910156
Iteration 331Q: 27 clusters Score -6.265751e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83238 members 
Mstep: Class 2 contains 3872 members 
Mstep: Class 3 contains 30292 members 
Mstep: Class 4 contains 26493 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 36969 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3036 members 
Mstep: Class 9 contains 9468 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 11 contains 3218 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9579 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 20599 members 
Mstep: Class 16 contains 75166 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 59815 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8015 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43157 members 
Mstep: Class 26 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657560.000000 Penalty: 55564.910156
Iteration 332Q: 27 clusters Score -6.265756e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 3875 members 
Mstep: Class 3 contains 30291 members 
Mstep: Class 4 contains 26492 members 
Mstep: Class 5 contains 6391 members 
Mstep: Class 6 contains 36968 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3042 members 
Mstep: Class 9 contains 9465 members 
Mstep: Class 10 contains 5040 members 
Mstep: Class 11 contains 3217 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9549 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 20588 members 
Mstep: Class 16 contains 75170 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 59849 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8015 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43161 members 
Mstep: Class 26 contains 43519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657504.000000 Penalty: 55564.910156
Iteration 333Q: 27 clusters Score -6.26575e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 3876 members 
Mstep: Class 3 contains 30288 members 
Mstep: Class 4 contains 26489 members 
Mstep: Class 5 contains 6391 members 
Mstep: Class 6 contains 36973 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 9465 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 3219 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9517 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 20572 members 
Mstep: Class 16 contains 75178 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 59876 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8014 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43169 members 
Mstep: Class 26 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657416.000000 Penalty: 55564.910156
Iteration 334Q: 27 clusters Score -6.265742e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 3875 members 
Mstep: Class 3 contains 30288 members 
Mstep: Class 4 contains 26490 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 36972 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 9466 members 
Mstep: Class 10 contains 5041 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9480 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 20564 members 
Mstep: Class 16 contains 75179 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 59914 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8014 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43172 members 
Mstep: Class 26 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657456.000000 Penalty: 55564.910156
Iteration 335Q: 27 clusters Score -6.265746e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83237 members 
Mstep: Class 2 contains 3875 members 
Mstep: Class 3 contains 30289 members 
Mstep: Class 4 contains 26491 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 36973 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 9466 members 
Mstep: Class 10 contains 5040 members 
Mstep: Class 11 contains 3224 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9436 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 20547 members 
Mstep: Class 16 contains 75187 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 59953 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8014 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43179 members 
Mstep: Class 26 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657436.000000 Penalty: 55564.910156
Iteration 336Q: 27 clusters Score -6.265744e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 3873 members 
Mstep: Class 3 contains 30290 members 
Mstep: Class 4 contains 26490 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 36978 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 9466 members 
Mstep: Class 10 contains 5041 members 
Mstep: Class 11 contains 3228 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9390 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 20529 members 
Mstep: Class 16 contains 75193 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 60001 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 14184 members 
Mstep: Class 25 contains 43184 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657472.000000 Penalty: 55564.910156
Iteration 337Q: 27 clusters Score -6.265747e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 3873 members 
Mstep: Class 3 contains 30291 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 6391 members 
Mstep: Class 6 contains 36981 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3050 members 
Mstep: Class 9 contains 9466 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 3233 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9342 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 20510 members 
Mstep: Class 16 contains 75196 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 60054 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43184 members 
Mstep: Class 26 contains 43516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657500.000000 Penalty: 55564.910156
Iteration 338Q: 27 clusters Score -6.26575e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 3874 members 
Mstep: Class 3 contains 30288 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 36983 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3055 members 
Mstep: Class 9 contains 9467 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 3234 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9295 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 20495 members 
Mstep: Class 16 contains 75195 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6347 members 
Mstep: Class 20 contains 60110 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43183 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657548.000000 Penalty: 55564.910156
Iteration 339Q: 27 clusters Score -6.265755e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 3873 members 
Mstep: Class 3 contains 30288 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 6391 members 
Mstep: Class 6 contains 36984 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 9467 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 3234 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9242 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 20480 members 
Mstep: Class 16 contains 75203 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6347 members 
Mstep: Class 20 contains 60160 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43181 members 
Mstep: Class 26 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657536.000000 Penalty: 55564.910156
Iteration 340F: 27 clusters Score -6.265754e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 3873 members 
Mstep: Class 3 contains 30289 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 6391 members 
Mstep: Class 6 contains 36984 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3071 members 
Mstep: Class 9 contains 9466 members 
Mstep: Class 10 contains 5041 members 
Mstep: Class 11 contains 3234 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9187 members 
Mstep: Class 14 contains 4057 members 
Mstep: Class 15 contains 20466 members 
Mstep: Class 16 contains 75207 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6347 members 
Mstep: Class 20 contains 60213 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43183 members 
Mstep: Class 26 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657532.000000 Penalty: 55564.910156
Iteration 341Q: 27 clusters Score -6.265753e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 3874 members 
Mstep: Class 3 contains 30289 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 6390 members 
Mstep: Class 6 contains 36986 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3081 members 
Mstep: Class 9 contains 9466 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 3233 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9136 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 20459 members 
Mstep: Class 16 contains 75209 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6346 members 
Mstep: Class 20 contains 60250 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43189 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657480.000000 Penalty: 55564.910156
Iteration 342Q: 27 clusters Score -6.265748e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 3875 members 
Mstep: Class 3 contains 30286 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 6387 members 
Mstep: Class 6 contains 36994 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3086 members 
Mstep: Class 9 contains 9466 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3233 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9098 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 20449 members 
Mstep: Class 16 contains 75216 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6346 members 
Mstep: Class 20 contains 60274 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8012 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43197 members 
Mstep: Class 26 contains 43519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657456.000000 Penalty: 55564.910156
Iteration 343Q: 27 clusters Score -6.265746e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 3874 members 
Mstep: Class 3 contains 30287 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 6388 members 
Mstep: Class 6 contains 36994 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3093 members 
Mstep: Class 9 contains 9467 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3234 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9063 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 20436 members 
Mstep: Class 16 contains 75223 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6346 members 
Mstep: Class 20 contains 60304 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 43200 members 
Mstep: Class 26 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657476.000000 Penalty: 55564.910156
Iteration 344Q: 27 clusters Score -6.265748e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 3873 members 
Mstep: Class 3 contains 30288 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 6388 members 
Mstep: Class 6 contains 36996 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3101 members 
Mstep: Class 9 contains 9466 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3235 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 9030 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 20425 members 
Mstep: Class 16 contains 75228 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6346 members 
Mstep: Class 20 contains 60330 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 14186 members 
Mstep: Class 25 contains 43203 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657528.000000 Penalty: 55564.910156
Iteration 345Q: 27 clusters Score -6.265753e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 3873 members 
Mstep: Class 3 contains 30289 members 
Mstep: Class 4 contains 26487 members 
Mstep: Class 5 contains 6389 members 
Mstep: Class 6 contains 36996 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 9465 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3237 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 8985 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 20414 members 
Mstep: Class 16 contains 75229 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6345 members 
Mstep: Class 20 contains 60368 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43210 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657576.000000 Penalty: 55564.910156
Iteration 346Q: 27 clusters Score -6.265758e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 3875 members 
Mstep: Class 3 contains 30288 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 6390 members 
Mstep: Class 6 contains 36999 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3111 members 
Mstep: Class 9 contains 9466 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3238 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 8930 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 20407 members 
Mstep: Class 16 contains 75236 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6345 members 
Mstep: Class 20 contains 60424 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 14184 members 
Mstep: Class 25 contains 43203 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657572.000000 Penalty: 55564.910156
Iteration 347Q: 27 clusters Score -6.265757e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 3876 members 
Mstep: Class 3 contains 30288 members 
Mstep: Class 4 contains 26487 members 
Mstep: Class 5 contains 6390 members 
Mstep: Class 6 contains 37004 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3118 members 
Mstep: Class 9 contains 9464 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3239 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 8875 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 20395 members 
Mstep: Class 16 contains 75245 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6344 members 
Mstep: Class 20 contains 60476 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43198 members 
Mstep: Class 26 contains 43516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657532.000000 Penalty: 55564.910156
Iteration 348Q: 27 clusters Score -6.265753e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 30288 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 6389 members 
Mstep: Class 6 contains 37006 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3130 members 
Mstep: Class 9 contains 9464 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3240 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 8825 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 20380 members 
Mstep: Class 16 contains 75259 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 60525 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43188 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657468.000000 Penalty: 55564.910156
Iteration 349Q: 27 clusters Score -6.265747e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 3878 members 
Mstep: Class 3 contains 30289 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 6388 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3142 members 
Mstep: Class 9 contains 9464 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3242 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 8781 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 20366 members 
Mstep: Class 16 contains 75266 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 60579 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43177 members 
Mstep: Class 26 contains 43515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657464.000000 Penalty: 55564.910156
Iteration 350Q: 27 clusters Score -6.265746e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 30289 members 
Mstep: Class 4 contains 26481 members 
Mstep: Class 5 contains 6390 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3154 members 
Mstep: Class 9 contains 9464 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 3247 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 20348 members 
Mstep: Class 16 contains 75276 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 60634 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43168 members 
Mstep: Class 26 contains 43516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657508.000000 Penalty: 55564.910156
Iteration 351Q: 27 clusters Score -6.265751e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 3880 members 
Mstep: Class 3 contains 30289 members 
Mstep: Class 4 contains 26481 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 37004 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3165 members 
Mstep: Class 9 contains 9464 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3248 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 8670 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 20337 members 
Mstep: Class 16 contains 75289 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 60677 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43155 members 
Mstep: Class 26 contains 43516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657560.000000 Penalty: 55564.910156
Iteration 352Q: 27 clusters Score -6.265756e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 3880 members 
Mstep: Class 3 contains 30285 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 6391 members 
Mstep: Class 6 contains 37007 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 9464 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 3250 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 8612 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 20325 members 
Mstep: Class 16 contains 75299 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 60726 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 14186 members 
Mstep: Class 25 contains 43151 members 
Mstep: Class 26 contains 43516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657500.000000 Penalty: 55564.910156
Iteration 353Q: 27 clusters Score -6.26575e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 30285 members 
Mstep: Class 4 contains 26489 members 
Mstep: Class 5 contains 6389 members 
Mstep: Class 6 contains 37009 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3187 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 8553 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 20318 members 
Mstep: Class 16 contains 75303 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 60781 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 14188 members 
Mstep: Class 25 contains 43147 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657468.000000 Penalty: 55564.910156
Iteration 354Q: 27 clusters Score -6.265747e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 30284 members 
Mstep: Class 4 contains 26491 members 
Mstep: Class 5 contains 6390 members 
Mstep: Class 6 contains 37008 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3196 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 8500 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 20314 members 
Mstep: Class 16 contains 75306 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 60825 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 14189 members 
Mstep: Class 25 contains 43148 members 
Mstep: Class 26 contains 43516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657504.000000 Penalty: 55564.910156
Iteration 355Q: 27 clusters Score -6.26575e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 30285 members 
Mstep: Class 4 contains 26492 members 
Mstep: Class 5 contains 6390 members 
Mstep: Class 6 contains 37009 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 9462 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 20312 members 
Mstep: Class 16 contains 75311 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 60868 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 14188 members 
Mstep: Class 25 contains 43149 members 
Mstep: Class 26 contains 43513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657464.000000 Penalty: 55564.910156
Iteration 356Q: 27 clusters Score -6.265746e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83238 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 30286 members 
Mstep: Class 4 contains 26495 members 
Mstep: Class 5 contains 6388 members 
Mstep: Class 6 contains 37014 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3217 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 8383 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 20311 members 
Mstep: Class 16 contains 75316 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 60909 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8009 members 
Mstep: Class 24 contains 14188 members 
Mstep: Class 25 contains 43146 members 
Mstep: Class 26 contains 43515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657504.000000 Penalty: 55564.910156
Iteration 357Q: 27 clusters Score -6.26575e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83235 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 30286 members 
Mstep: Class 4 contains 26498 members 
Mstep: Class 5 contains 6389 members 
Mstep: Class 6 contains 37022 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 9462 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 8326 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 20306 members 
Mstep: Class 16 contains 75323 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6342 members 
Mstep: Class 20 contains 60946 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8008 members 
Mstep: Class 24 contains 14188 members 
Mstep: Class 25 contains 43149 members 
Mstep: Class 26 contains 43515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657536.000000 Penalty: 55564.910156
Iteration 358Q: 27 clusters Score -6.265754e+07 nChanged 110
Entering ConstructFrom: 
Score: -62657536.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (83233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Entering Unmasked Estep 
Score: -10283637.000000 Penalty: 1841.027344
	Iteration 0F: 2 clusters Score -1.028364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -10232076.000000 Penalty: 3682.054688
	Iteration 0F: 3 clusters Score -1.023208e+07 nChanged 39766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -10255456.000000 Penalty: 3682.054688
	Iteration 1F: 3 clusters Score -1.025546e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -10257050.000000 Penalty: 3682.054688
	Iteration 2Q: 3 clusters Score -1.025705e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -10259758.000000 Penalty: 3682.054688
	Iteration 3F: 3 clusters Score -1.025976e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -10264088.000000 Penalty: 3682.054688
	Iteration 4F: 3 clusters Score -1.026409e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -10269932.000000 Penalty: 3682.054688
	Iteration 5F: 3 clusters Score -1.026993e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -10275129.000000 Penalty: 3682.054688
	Iteration 6F: 3 clusters Score -1.027513e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -10278782.000000 Penalty: 3682.054688
	Iteration 7Q: 3 clusters Score -1.027878e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81933 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -10280761.000000 Penalty: 3682.054688
	Iteration 8Q: 3 clusters Score -1.028076e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10281564.000000 Penalty: 3682.054688
	Iteration 9Q: 3 clusters Score -1.028156e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10281844.000000 Penalty: 3682.054688
	Iteration 10Q: 3 clusters Score -1.028184e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82957 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10281970.000000 Penalty: 3682.054688
	Iteration 11Q: 3 clusters Score -1.028197e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82981 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10282021.000000 Penalty: 3682.054688
	Iteration 12Q: 3 clusters Score -1.028202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10282051.000000 Penalty: 3682.054688
	Iteration 13Q: 3 clusters Score -1.028205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82997 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10282066.000000 Penalty: 3682.054688
	Iteration 14Q: 3 clusters Score -1.028207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10282077.000000 Penalty: 3682.054688
	Iteration 15Q: 3 clusters Score -1.028208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10282090.000000 Penalty: 3682.054688
	Iteration 16Q: 3 clusters Score -1.028209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10282095.000000 Penalty: 3682.054688
	Iteration 17Q: 3 clusters Score -1.02821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83009 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10282095.000000 Penalty: 3682.054688
	Iteration 18Q: 3 clusters Score -1.02821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83009 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10282096.000000 Penalty: 3682.054688
	Iteration 19Q: 3 clusters Score -1.02821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83009 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10282097.000000 Penalty: 3682.054688
	Iteration 20F: 3 clusters Score -1.02821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10282099.000000 Penalty: 3682.054688
	Iteration 21Q: 3 clusters Score -1.02821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10282104.000000 Penalty: 3682.054688
	Iteration 22Q: 3 clusters Score -1.02821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10282110.000000 Penalty: 3682.054688
	Iteration 23Q: 3 clusters Score -1.028211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10282119.000000 Penalty: 3682.054688
	Iteration 24Q: 3 clusters Score -1.028212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10282122.000000 Penalty: 3682.054688
	Iteration 25Q: 3 clusters Score -1.028212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10282123.000000 Penalty: 3682.054688
	Iteration 26Q: 3 clusters Score -1.028212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10282123.000000 Penalty: 3682.054688
	Iteration 27Q: 3 clusters Score -1.028212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10282133.000000 Penalty: 3682.054688
	Iteration 28Q: 3 clusters Score -1.028213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10282134.000000 Penalty: 3682.054688
	Iteration 29Q: 3 clusters Score -1.028213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10282136.000000 Penalty: 3682.054688
	Iteration 30Q: 3 clusters Score -1.028214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10282140.000000 Penalty: 3682.054688
	Iteration 31Q: 3 clusters Score -1.028214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83017 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10282135.000000 Penalty: 3682.054688
	Iteration 32Q: 3 clusters Score -1.028214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83014 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10282134.000000 Penalty: 3682.054688
	Iteration 33Q: 3 clusters Score -1.028213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10282148.000000 Penalty: 3682.054688
	Iteration 34Q: 3 clusters Score -1.028215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10282150.000000 Penalty: 3682.054688
	Iteration 35Q: 3 clusters Score -1.028215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10282145.000000 Penalty: 3682.054688
	Iteration 36Q: 3 clusters Score -1.028214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10282145.000000 Penalty: 3682.054688
	Iteration 37F: 3 clusters Score -1.028214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -481581.312500 Penalty: 1342.917236
	Iteration 0F: 2 clusters Score -481581.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -478323.875000 Penalty: 2685.834473
	Iteration 0F: 3 clusters Score -478323.9 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -479167.093750 Penalty: 2685.834473
	Iteration 1F: 3 clusters Score -479167.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -479307.437500 Penalty: 2685.834473
	Iteration 2F: 3 clusters Score -479307.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -479392.312500 Penalty: 2685.834473
	Iteration 3Q: 3 clusters Score -479392.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -479438.281250 Penalty: 2685.834473
	Iteration 4Q: 3 clusters Score -479438.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -479475.625000 Penalty: 2685.834473
	Iteration 5Q: 3 clusters Score -479475.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -479505.406250 Penalty: 2685.834473
	Iteration 6Q: 3 clusters Score -479505.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -479529.437500 Penalty: 2685.834473
	Iteration 7Q: 3 clusters Score -479529.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -479550.093750 Penalty: 2685.834473
	Iteration 8Q: 3 clusters Score -479550.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -479567.468750 Penalty: 2685.834473
	Iteration 9Q: 3 clusters Score -479567.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -479588.968750 Penalty: 2685.834473
	Iteration 10Q: 3 clusters Score -479589 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -479611.781250 Penalty: 2685.834473
	Iteration 11Q: 3 clusters Score -479611.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -479627.312500 Penalty: 2685.834473
	Iteration 12Q: 3 clusters Score -479627.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -479643.312500 Penalty: 2685.834473
	Iteration 13Q: 3 clusters Score -479643.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -479670.875000 Penalty: 2685.834473
	Iteration 14Q: 3 clusters Score -479670.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -479693.718750 Penalty: 2685.834473
	Iteration 15Q: 3 clusters Score -479693.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -479709.406250 Penalty: 2685.834473
	Iteration 16Q: 3 clusters Score -479709.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -479724.656250 Penalty: 2685.834473
	Iteration 17Q: 3 clusters Score -479724.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -479739.187500 Penalty: 2685.834473
	Iteration 18Q: 3 clusters Score -479739.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -479749.625000 Penalty: 2685.834473
	Iteration 19Q: 3 clusters Score -479749.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -479764.687500 Penalty: 2685.834473
	Iteration 20F: 3 clusters Score -479764.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -479781.375000 Penalty: 2685.834473
	Iteration 21Q: 3 clusters Score -479781.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -479797.312500 Penalty: 2685.834473
	Iteration 22Q: 3 clusters Score -479797.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -479814.937500 Penalty: 2685.834473
	Iteration 23Q: 3 clusters Score -479814.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -479830.156250 Penalty: 2685.834473
	Iteration 24Q: 3 clusters Score -479830.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -479852.468750 Penalty: 2685.834473
	Iteration 25Q: 3 clusters Score -479852.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -479877.468750 Penalty: 2685.834473
	Iteration 26Q: 3 clusters Score -479877.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -479907.625000 Penalty: 2685.834473
	Iteration 27Q: 3 clusters Score -479907.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -479942.625000 Penalty: 2685.834473
	Iteration 28Q: 3 clusters Score -479942.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -479989.250000 Penalty: 2685.834473
	Iteration 29Q: 3 clusters Score -479989.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -480029.500000 Penalty: 2685.834473
	Iteration 30Q: 3 clusters Score -480029.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -480065.218750 Penalty: 2685.834473
	Iteration 31Q: 3 clusters Score -480065.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -480104.625000 Penalty: 2685.834473
	Iteration 32Q: 3 clusters Score -480104.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -480134.718750 Penalty: 2685.834473
	Iteration 33Q: 3 clusters Score -480134.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -480175.843750 Penalty: 2685.834473
	Iteration 34Q: 3 clusters Score -480175.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -480222.718750 Penalty: 2685.834473
	Iteration 35Q: 3 clusters Score -480222.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -480264.343750 Penalty: 2685.834473
	Iteration 36Q: 3 clusters Score -480264.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -480294.625000 Penalty: 2685.834473
	Iteration 37Q: 3 clusters Score -480294.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -480314.312500 Penalty: 2685.834473
	Iteration 38Q: 3 clusters Score -480314.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -480330.781250 Penalty: 2685.834473
	Iteration 39Q: 3 clusters Score -480330.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -480346.843750 Penalty: 2685.834473
	Iteration 40F: 3 clusters Score -480346.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -480366.812500 Penalty: 2685.834473
	Iteration 41Q: 3 clusters Score -480366.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -480384.718750 Penalty: 2685.834473
	Iteration 42Q: 3 clusters Score -480384.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -480398.500000 Penalty: 2685.834473
	Iteration 43Q: 3 clusters Score -480398.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -480405.250000 Penalty: 2685.834473
	Iteration 44Q: 3 clusters Score -480405.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -480413.781250 Penalty: 2685.834473
	Iteration 45Q: 3 clusters Score -480413.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -480420.906250 Penalty: 2685.834473
	Iteration 46Q: 3 clusters Score -480420.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -480422.843750 Penalty: 2685.834473
	Iteration 47Q: 3 clusters Score -480422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -480423.437500 Penalty: 2685.834473
	Iteration 48Q: 3 clusters Score -480423.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -480423.437500 Penalty: 2685.834473
	Iteration 49F: 3 clusters Score -480423.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Entering Unmasked Estep 
Score: -3780414.000000 Penalty: 1676.741333
	Iteration 0F: 2 clusters Score -3780414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -3759946.750000 Penalty: 3353.482666
	Iteration 0F: 3 clusters Score -3759947 nChanged 14082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3767638.500000 Penalty: 3353.482666
	Iteration 1F: 3 clusters Score -3767638 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3768025.250000 Penalty: 3353.482666
	Iteration 2Q: 3 clusters Score -3768025 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3768365.000000 Penalty: 3353.482666
	Iteration 3Q: 3 clusters Score -3768365 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3768736.250000 Penalty: 3353.482666
	Iteration 4Q: 3 clusters Score -3768736 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3769116.000000 Penalty: 3353.482666
	Iteration 5Q: 3 clusters Score -3769116 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3769600.250000 Penalty: 3353.482666
	Iteration 6Q: 3 clusters Score -3769600 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3770311.500000 Penalty: 3353.482666
	Iteration 7Q: 3 clusters Score -3770312 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3771334.750000 Penalty: 3353.482666
	Iteration 8F: 3 clusters Score -3771335 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3772732.750000 Penalty: 3353.482666
	Iteration 9F: 3 clusters Score -3772733 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3774384.500000 Penalty: 3353.482666
	Iteration 10F: 3 clusters Score -3774384 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3776032.000000 Penalty: 3353.482666
	Iteration 11F: 3 clusters Score -3776032 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3777393.250000 Penalty: 3353.482666
	Iteration 12F: 3 clusters Score -3777393 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3778150.500000 Penalty: 3353.482666
	Iteration 13Q: 3 clusters Score -3778150 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3778540.750000 Penalty: 3353.482666
	Iteration 14Q: 3 clusters Score -3778541 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3778701.000000 Penalty: 3353.482666
	Iteration 15Q: 3 clusters Score -3778701 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3778787.250000 Penalty: 3353.482666
	Iteration 16Q: 3 clusters Score -3778787 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3778850.250000 Penalty: 3353.482666
	Iteration 17Q: 3 clusters Score -3778850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3778883.250000 Penalty: 3353.482666
	Iteration 18Q: 3 clusters Score -3778883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3778898.000000 Penalty: 3353.482666
	Iteration 19Q: 3 clusters Score -3778898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3778914.000000 Penalty: 3353.482666
	Iteration 20F: 3 clusters Score -3778914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3778914.750000 Penalty: 3353.482666
	Iteration 21Q: 3 clusters Score -3778915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3778921.750000 Penalty: 3353.482666
	Iteration 22Q: 3 clusters Score -3778922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3778928.000000 Penalty: 3353.482666
	Iteration 23Q: 3 clusters Score -3778928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3778928.500000 Penalty: 3353.482666
	Iteration 24Q: 3 clusters Score -3778928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3778928.000000 Penalty: 3353.482666
	Iteration 25Q: 3 clusters Score -3778928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3778929.250000 Penalty: 3353.482666
	Iteration 26Q: 3 clusters Score -3778929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3778932.500000 Penalty: 3353.482666
	Iteration 27Q: 3 clusters Score -3778932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3778932.500000 Penalty: 3353.482666
	Iteration 28F: 3 clusters Score -3778932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Entering Unmasked Estep 
Score: -3326041.250000 Penalty: 1655.058594
	Iteration 0F: 2 clusters Score -3326041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3308169.000000 Penalty: 3310.117188
	Iteration 0F: 3 clusters Score -3308169 nChanged 12120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3314788.750000 Penalty: 3310.117188
	Iteration 1F: 3 clusters Score -3314789 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -3315041.500000 Penalty: 3310.117188
	Iteration 2Q: 3 clusters Score -3315042 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3315287.000000 Penalty: 3310.117188
	Iteration 3Q: 3 clusters Score -3315287 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3315524.250000 Penalty: 3310.117188
	Iteration 4Q: 3 clusters Score -3315524 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3315764.000000 Penalty: 3310.117188
	Iteration 5Q: 3 clusters Score -3315764 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3316130.750000 Penalty: 3310.117188
	Iteration 6Q: 3 clusters Score -3316131 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3316636.250000 Penalty: 3310.117188
	Iteration 7Q: 3 clusters Score -3316636 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3317445.750000 Penalty: 3310.117188
	Iteration 8F: 3 clusters Score -3317446 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -3318712.250000 Penalty: 3310.117188
	Iteration 9F: 3 clusters Score -3318712 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3320336.500000 Penalty: 3310.117188
	Iteration 10F: 3 clusters Score -3320336 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3322040.500000 Penalty: 3310.117188
	Iteration 11F: 3 clusters Score -3322040 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3323338.500000 Penalty: 3310.117188
	Iteration 12F: 3 clusters Score -3323338 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3323987.500000 Penalty: 3310.117188
	Iteration 13Q: 3 clusters Score -3323988 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3324309.250000 Penalty: 3310.117188
	Iteration 14Q: 3 clusters Score -3324309 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3324460.500000 Penalty: 3310.117188
	Iteration 15Q: 3 clusters Score -3324460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3324521.750000 Penalty: 3310.117188
	Iteration 16Q: 3 clusters Score -3324522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3324542.000000 Penalty: 3310.117188
	Iteration 17Q: 3 clusters Score -3324542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3324556.250000 Penalty: 3310.117188
	Iteration 18Q: 3 clusters Score -3324556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3324574.000000 Penalty: 3310.117188
	Iteration 19Q: 3 clusters Score -3324574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3324579.500000 Penalty: 3310.117188
	Iteration 20F: 3 clusters Score -3324580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3324584.500000 Penalty: 3310.117188
	Iteration 21Q: 3 clusters Score -3324584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3324586.250000 Penalty: 3310.117188
	Iteration 22Q: 3 clusters Score -3324586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3324589.750000 Penalty: 3310.117188
	Iteration 23Q: 3 clusters Score -3324590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3324590.250000 Penalty: 3310.117188
	Iteration 24Q: 3 clusters Score -3324590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3324597.250000 Penalty: 3310.117188
	Iteration 25Q: 3 clusters Score -3324597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3324597.250000 Penalty: 3310.117188
	Iteration 26F: 3 clusters Score -3324597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Entering Unmasked Estep 
Score: -753430.125000 Penalty: 1423.879150
	Iteration 0F: 2 clusters Score -753430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -748534.625000 Penalty: 2847.758301
	Iteration 0F: 3 clusters Score -748534.6 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -749949.437500 Penalty: 2847.758301
	Iteration 1F: 3 clusters Score -749949.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -750159.000000 Penalty: 2847.758301
	Iteration 2F: 3 clusters Score -750159 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -750330.125000 Penalty: 2847.758301
	Iteration 3F: 3 clusters Score -750330.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -750463.125000 Penalty: 2847.758301
	Iteration 4Q: 3 clusters Score -750463.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -750577.937500 Penalty: 2847.758301
	Iteration 5Q: 3 clusters Score -750577.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -750682.312500 Penalty: 2847.758301
	Iteration 6Q: 3 clusters Score -750682.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -750791.187500 Penalty: 2847.758301
	Iteration 7Q: 3 clusters Score -750791.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -750945.062500 Penalty: 2847.758301
	Iteration 8Q: 3 clusters Score -750945.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -751098.062500 Penalty: 2847.758301
	Iteration 9Q: 3 clusters Score -751098.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -751246.000000 Penalty: 2847.758301
	Iteration 10Q: 3 clusters Score -751246 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -751372.750000 Penalty: 2847.758301
	Iteration 11Q: 3 clusters Score -751372.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -751488.250000 Penalty: 2847.758301
	Iteration 12Q: 3 clusters Score -751488.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -751595.125000 Penalty: 2847.758301
	Iteration 13Q: 3 clusters Score -751595.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -751693.375000 Penalty: 2847.758301
	Iteration 14Q: 3 clusters Score -751693.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -751769.875000 Penalty: 2847.758301
	Iteration 15Q: 3 clusters Score -751769.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -751853.812500 Penalty: 2847.758301
	Iteration 16Q: 3 clusters Score -751853.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -751939.625000 Penalty: 2847.758301
	Iteration 17Q: 3 clusters Score -751939.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -752003.187500 Penalty: 2847.758301
	Iteration 18Q: 3 clusters Score -752003.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -752050.812500 Penalty: 2847.758301
	Iteration 19Q: 3 clusters Score -752050.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -752081.187500 Penalty: 2847.758301
	Iteration 20F: 3 clusters Score -752081.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -752107.812500 Penalty: 2847.758301
	Iteration 21Q: 3 clusters Score -752107.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -752126.000000 Penalty: 2847.758301
	Iteration 22Q: 3 clusters Score -752126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -752142.625000 Penalty: 2847.758301
	Iteration 23Q: 3 clusters Score -752142.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -752151.062500 Penalty: 2847.758301
	Iteration 24Q: 3 clusters Score -752151.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -752157.250000 Penalty: 2847.758301
	Iteration 25Q: 3 clusters Score -752157.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -752163.250000 Penalty: 2847.758301
	Iteration 26Q: 3 clusters Score -752163.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -752167.437500 Penalty: 2847.758301
	Iteration 27Q: 3 clusters Score -752167.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -752172.000000 Penalty: 2847.758301
	Iteration 28Q: 3 clusters Score -752172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -752179.000000 Penalty: 2847.758301
	Iteration 29Q: 3 clusters Score -752179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -752185.062500 Penalty: 2847.758301
	Iteration 30Q: 3 clusters Score -752185.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -752192.500000 Penalty: 2847.758301
	Iteration 31Q: 3 clusters Score -752192.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -752198.187500 Penalty: 2847.758301
	Iteration 32Q: 3 clusters Score -752198.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -752204.187500 Penalty: 2847.758301
	Iteration 33Q: 3 clusters Score -752204.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -752208.500000 Penalty: 2847.758301
	Iteration 34Q: 3 clusters Score -752208.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -752215.687500 Penalty: 2847.758301
	Iteration 35Q: 3 clusters Score -752215.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -752222.187500 Penalty: 2847.758301
	Iteration 36Q: 3 clusters Score -752222.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -752227.750000 Penalty: 2847.758301
	Iteration 37Q: 3 clusters Score -752227.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -752229.312500 Penalty: 2847.758301
	Iteration 38Q: 3 clusters Score -752229.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -752232.187500 Penalty: 2847.758301
	Iteration 39Q: 3 clusters Score -752232.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -752239.125000 Penalty: 2847.758301
	Iteration 40F: 3 clusters Score -752239.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -752247.187500 Penalty: 2847.758301
	Iteration 41Q: 3 clusters Score -752247.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -752255.500000 Penalty: 2847.758301
	Iteration 42Q: 3 clusters Score -752255.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -752261.750000 Penalty: 2847.758301
	Iteration 43Q: 3 clusters Score -752261.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -752267.062500 Penalty: 2847.758301
	Iteration 44Q: 3 clusters Score -752267.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -752271.187500 Penalty: 2847.758301
	Iteration 45Q: 3 clusters Score -752271.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -752273.500000 Penalty: 2847.758301
	Iteration 46Q: 3 clusters Score -752273.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -752274.875000 Penalty: 2847.758301
	Iteration 47Q: 3 clusters Score -752274.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -752275.437500 Penalty: 2847.758301
	Iteration 48Q: 3 clusters Score -752275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -752276.125000 Penalty: 2847.758301
	Iteration 49Q: 3 clusters Score -752276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -752275.375000 Penalty: 2847.758301
	Iteration 50Q: 3 clusters Score -752275.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -752277.437500 Penalty: 2847.758301
	Iteration 51Q: 3 clusters Score -752277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -752277.500000 Penalty: 2847.758301
	Iteration 52Q: 3 clusters Score -752277.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -752277.500000 Penalty: 2847.758301
	Iteration 53F: 3 clusters Score -752277.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Entering Unmasked Estep 
Score: -4702570.000000 Penalty: 1709.394287
	Iteration 0F: 2 clusters Score -4702570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -4677813.000000 Penalty: 3418.788574
	Iteration 0F: 3 clusters Score -4677813 nChanged 17115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4687080.500000 Penalty: 3418.788574
	Iteration 1F: 3 clusters Score -4687080 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4687435.000000 Penalty: 3418.788574
	Iteration 2Q: 3 clusters Score -4687435 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4687748.500000 Penalty: 3418.788574
	Iteration 3Q: 3 clusters Score -4687748 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -4688133.000000 Penalty: 3418.788574
	Iteration 4Q: 3 clusters Score -4688133 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -4688609.000000 Penalty: 3418.788574
	Iteration 5Q: 3 clusters Score -4688609 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -4689292.000000 Penalty: 3418.788574
	Iteration 6Q: 3 clusters Score -4689292 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -4690369.000000 Penalty: 3418.788574
	Iteration 7F: 3 clusters Score -4690369 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -4692016.500000 Penalty: 3418.788574
	Iteration 8F: 3 clusters Score -4692016 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4694087.500000 Penalty: 3418.788574
	Iteration 9F: 3 clusters Score -4694088 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -4696395.500000 Penalty: 3418.788574
	Iteration 10F: 3 clusters Score -4696396 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4698343.500000 Penalty: 3418.788574
	Iteration 11F: 3 clusters Score -4698344 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4699706.000000 Penalty: 3418.788574
	Iteration 12Q: 3 clusters Score -4699706 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4700412.000000 Penalty: 3418.788574
	Iteration 13Q: 3 clusters Score -4700412 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4700724.500000 Penalty: 3418.788574
	Iteration 14Q: 3 clusters Score -4700724 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4700899.000000 Penalty: 3418.788574
	Iteration 15Q: 3 clusters Score -4700899 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4700977.500000 Penalty: 3418.788574
	Iteration 16Q: 3 clusters Score -4700978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4701015.000000 Penalty: 3418.788574
	Iteration 17Q: 3 clusters Score -4701015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4701049.000000 Penalty: 3418.788574
	Iteration 18Q: 3 clusters Score -4701049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4701073.000000 Penalty: 3418.788574
	Iteration 19Q: 3 clusters Score -4701073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4701101.000000 Penalty: 3418.788574
	Iteration 20F: 3 clusters Score -4701101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4701119.000000 Penalty: 3418.788574
	Iteration 21Q: 3 clusters Score -4701119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4701125.500000 Penalty: 3418.788574
	Iteration 22Q: 3 clusters Score -4701126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4701131.000000 Penalty: 3418.788574
	Iteration 23Q: 3 clusters Score -4701131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4701135.500000 Penalty: 3418.788574
	Iteration 24Q: 3 clusters Score -4701136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4701135.500000 Penalty: 3418.788574
	Iteration 25F: 3 clusters Score -4701136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -195788.234375 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -195788.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -193948.296875 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -193948.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -194282.125000 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -194282.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -194360.718750 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -194360.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -194406.406250 Penalty: 2399.190430
	Iteration 3Q: 3 clusters Score -194406.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -194431.984375 Penalty: 2399.190430
	Iteration 4Q: 3 clusters Score -194432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -194451.468750 Penalty: 2399.190430
	Iteration 5Q: 3 clusters Score -194451.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -194466.437500 Penalty: 2399.190430
	Iteration 6Q: 3 clusters Score -194466.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -194482.484375 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -194482.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -194492.234375 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -194492.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -194499.593750 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -194499.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -194501.859375 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -194501.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -194506.187500 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -194506.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -194511.406250 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -194511.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -194517.046875 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -194517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -194523.078125 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -194523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -194527.031250 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -194527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -194532.734375 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -194532.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -194537.984375 Penalty: 2399.190430
	Iteration 17Q: 3 clusters Score -194538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -194542.406250 Penalty: 2399.190430
	Iteration 18Q: 3 clusters Score -194542.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -194547.703125 Penalty: 2399.190430
	Iteration 19Q: 3 clusters Score -194547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -194551.765625 Penalty: 2399.190430
	Iteration 20F: 3 clusters Score -194551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -194554.343750 Penalty: 2399.190430
	Iteration 21Q: 3 clusters Score -194554.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -194556.343750 Penalty: 2399.190430
	Iteration 22Q: 3 clusters Score -194556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -194558.593750 Penalty: 2399.190430
	Iteration 23Q: 3 clusters Score -194558.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -194558.953125 Penalty: 2399.190430
	Iteration 24Q: 3 clusters Score -194559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -194558.953125 Penalty: 2399.190430
	Iteration 25F: 3 clusters Score -194559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -395874.031250 Penalty: 1312.887573
	Iteration 0F: 2 clusters Score -395874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -393002.093750 Penalty: 2625.775146
	Iteration 0F: 3 clusters Score -393002.1 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -393752.312500 Penalty: 2625.775146
	Iteration 1F: 3 clusters Score -393752.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -393939.093750 Penalty: 2625.775146
	Iteration 2F: 3 clusters Score -393939.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -394080.656250 Penalty: 2625.775146
	Iteration 3F: 3 clusters Score -394080.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -394218.781250 Penalty: 2625.775146
	Iteration 4Q: 3 clusters Score -394218.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -394371.687500 Penalty: 2625.775146
	Iteration 5F: 3 clusters Score -394371.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -394506.406250 Penalty: 2625.775146
	Iteration 6Q: 3 clusters Score -394506.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -394647.281250 Penalty: 2625.775146
	Iteration 7F: 3 clusters Score -394647.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -394793.156250 Penalty: 2625.775146
	Iteration 8Q: 3 clusters Score -394793.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -394922.156250 Penalty: 2625.775146
	Iteration 9Q: 3 clusters Score -394922.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -395025.031250 Penalty: 2625.775146
	Iteration 10Q: 3 clusters Score -395025 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -395110.281250 Penalty: 2625.775146
	Iteration 11Q: 3 clusters Score -395110.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -395165.593750 Penalty: 2625.775146
	Iteration 12Q: 3 clusters Score -395165.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -395207.500000 Penalty: 2625.775146
	Iteration 13Q: 3 clusters Score -395207.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -395241.218750 Penalty: 2625.775146
	Iteration 14Q: 3 clusters Score -395241.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -395264.750000 Penalty: 2625.775146
	Iteration 15Q: 3 clusters Score -395264.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -395279.625000 Penalty: 2625.775146
	Iteration 16Q: 3 clusters Score -395279.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -395288.500000 Penalty: 2625.775146
	Iteration 17Q: 3 clusters Score -395288.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -395293.218750 Penalty: 2625.775146
	Iteration 18Q: 3 clusters Score -395293.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -395295.218750 Penalty: 2625.775146
	Iteration 19Q: 3 clusters Score -395295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -395295.656250 Penalty: 2625.775146
	Iteration 20F: 3 clusters Score -395295.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -395297.968750 Penalty: 2625.775146
	Iteration 21Q: 3 clusters Score -395298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -395298.218750 Penalty: 2625.775146
	Iteration 22Q: 3 clusters Score -395298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -395298.968750 Penalty: 2625.775146
	Iteration 23Q: 3 clusters Score -395299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -395298.968750 Penalty: 2625.775146
	Iteration 24F: 3 clusters Score -395299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Entering Unmasked Estep 
Score: -1196333.875000 Penalty: 1487.693848
	Iteration 0F: 2 clusters Score -1196334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1189508.125000 Penalty: 2975.387695
	Iteration 0F: 3 clusters Score -1189508 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1191691.250000 Penalty: 2975.387695
	Iteration 1F: 3 clusters Score -1191691 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1191906.750000 Penalty: 2975.387695
	Iteration 2F: 3 clusters Score -1191907 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1192087.125000 Penalty: 2975.387695
	Iteration 3Q: 3 clusters Score -1192087 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1192252.125000 Penalty: 2975.387695
	Iteration 4Q: 3 clusters Score -1192252 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1192412.125000 Penalty: 2975.387695
	Iteration 5Q: 3 clusters Score -1192412 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1192626.375000 Penalty: 2975.387695
	Iteration 6Q: 3 clusters Score -1192626 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1192869.250000 Penalty: 2975.387695
	Iteration 7Q: 3 clusters Score -1192869 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1193188.125000 Penalty: 2975.387695
	Iteration 8F: 3 clusters Score -1193188 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1193547.750000 Penalty: 2975.387695
	Iteration 9F: 3 clusters Score -1193548 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1193920.500000 Penalty: 2975.387695
	Iteration 10F: 3 clusters Score -1193920 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1194247.375000 Penalty: 2975.387695
	Iteration 11Q: 3 clusters Score -1194247 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1194478.250000 Penalty: 2975.387695
	Iteration 12Q: 3 clusters Score -1194478 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1194637.875000 Penalty: 2975.387695
	Iteration 13Q: 3 clusters Score -1194638 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1194754.625000 Penalty: 2975.387695
	Iteration 14Q: 3 clusters Score -1194755 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1194838.750000 Penalty: 2975.387695
	Iteration 15Q: 3 clusters Score -1194839 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1194894.000000 Penalty: 2975.387695
	Iteration 16Q: 3 clusters Score -1194894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1194927.875000 Penalty: 2975.387695
	Iteration 17Q: 3 clusters Score -1194928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1194948.750000 Penalty: 2975.387695
	Iteration 18Q: 3 clusters Score -1194949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1194961.750000 Penalty: 2975.387695
	Iteration 19Q: 3 clusters Score -1194962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1194972.375000 Penalty: 2975.387695
	Iteration 20F: 3 clusters Score -1194972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1194992.375000 Penalty: 2975.387695
	Iteration 21Q: 3 clusters Score -1194992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1195004.250000 Penalty: 2975.387695
	Iteration 22Q: 3 clusters Score -1195004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1195012.375000 Penalty: 2975.387695
	Iteration 23Q: 3 clusters Score -1195012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1195016.000000 Penalty: 2975.387695
	Iteration 24Q: 3 clusters Score -1195016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1195022.125000 Penalty: 2975.387695
	Iteration 25Q: 3 clusters Score -1195022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1195020.250000 Penalty: 2975.387695
	Iteration 26Q: 3 clusters Score -1195020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1195024.125000 Penalty: 2975.387695
	Iteration 27Q: 3 clusters Score -1195024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1195023.125000 Penalty: 2975.387695
	Iteration 28Q: 3 clusters Score -1195023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1195024.000000 Penalty: 2975.387695
	Iteration 29Q: 3 clusters Score -1195024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1195023.875000 Penalty: 2975.387695
	Iteration 30Q: 3 clusters Score -1195024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1195024.125000 Penalty: 2975.387695
	Iteration 31Q: 3 clusters Score -1195024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1195023.125000 Penalty: 2975.387695
	Iteration 32Q: 3 clusters Score -1195023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1195025.250000 Penalty: 2975.387695
	Iteration 33Q: 3 clusters Score -1195025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1195029.375000 Penalty: 2975.387695
	Iteration 34Q: 3 clusters Score -1195029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1195030.875000 Penalty: 2975.387695
	Iteration 35Q: 3 clusters Score -1195031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1195030.500000 Penalty: 2975.387695
	Iteration 36Q: 3 clusters Score -1195030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1195032.000000 Penalty: 2975.387695
	Iteration 37Q: 3 clusters Score -1195032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1195032.000000 Penalty: 2975.387695
	Iteration 38Q: 3 clusters Score -1195032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1195032.000000 Penalty: 2975.387695
	Iteration 39F: 3 clusters Score -1195032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Entering Unmasked Estep 
Score: -594382.250000 Penalty: 1385.435547
	Iteration 0F: 2 clusters Score -594382.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -590352.437500 Penalty: 2770.871094
	Iteration 0F: 3 clusters Score -590352.4 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -591511.437500 Penalty: 2770.871094
	Iteration 1F: 3 clusters Score -591511.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -591699.687500 Penalty: 2770.871094
	Iteration 2F: 3 clusters Score -591699.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -591806.812500 Penalty: 2770.871094
	Iteration 3Q: 3 clusters Score -591806.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -591864.375000 Penalty: 2770.871094
	Iteration 4Q: 3 clusters Score -591864.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -591901.437500 Penalty: 2770.871094
	Iteration 5Q: 3 clusters Score -591901.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -591930.875000 Penalty: 2770.871094
	Iteration 6Q: 3 clusters Score -591930.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -591951.500000 Penalty: 2770.871094
	Iteration 7Q: 3 clusters Score -591951.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -591969.187500 Penalty: 2770.871094
	Iteration 8Q: 3 clusters Score -591969.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -591987.312500 Penalty: 2770.871094
	Iteration 9Q: 3 clusters Score -591987.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -592006.000000 Penalty: 2770.871094
	Iteration 10Q: 3 clusters Score -592006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -592026.125000 Penalty: 2770.871094
	Iteration 11Q: 3 clusters Score -592026.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -592046.937500 Penalty: 2770.871094
	Iteration 12Q: 3 clusters Score -592046.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -592073.062500 Penalty: 2770.871094
	Iteration 13Q: 3 clusters Score -592073.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -592100.562500 Penalty: 2770.871094
	Iteration 14Q: 3 clusters Score -592100.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -592132.812500 Penalty: 2770.871094
	Iteration 15Q: 3 clusters Score -592132.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -592166.875000 Penalty: 2770.871094
	Iteration 16Q: 3 clusters Score -592166.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -592199.312500 Penalty: 2770.871094
	Iteration 17Q: 3 clusters Score -592199.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -592233.875000 Penalty: 2770.871094
	Iteration 18Q: 3 clusters Score -592233.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -592259.687500 Penalty: 2770.871094
	Iteration 19Q: 3 clusters Score -592259.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -592285.125000 Penalty: 2770.871094
	Iteration 20F: 3 clusters Score -592285.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -592315.187500 Penalty: 2770.871094
	Iteration 21Q: 3 clusters Score -592315.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -592347.687500 Penalty: 2770.871094
	Iteration 22Q: 3 clusters Score -592347.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -592382.687500 Penalty: 2770.871094
	Iteration 23Q: 3 clusters Score -592382.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -592415.937500 Penalty: 2770.871094
	Iteration 24Q: 3 clusters Score -592415.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -592458.375000 Penalty: 2770.871094
	Iteration 25Q: 3 clusters Score -592458.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -592502.125000 Penalty: 2770.871094
	Iteration 26Q: 3 clusters Score -592502.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -592546.437500 Penalty: 2770.871094
	Iteration 27Q: 3 clusters Score -592546.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -592599.062500 Penalty: 2770.871094
	Iteration 28Q: 3 clusters Score -592599.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -592665.250000 Penalty: 2770.871094
	Iteration 29Q: 3 clusters Score -592665.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -592738.250000 Penalty: 2770.871094
	Iteration 30Q: 3 clusters Score -592738.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -592824.562500 Penalty: 2770.871094
	Iteration 31Q: 3 clusters Score -592824.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -592906.125000 Penalty: 2770.871094
	Iteration 32Q: 3 clusters Score -592906.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -592982.562500 Penalty: 2770.871094
	Iteration 33Q: 3 clusters Score -592982.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -593067.750000 Penalty: 2770.871094
	Iteration 34Q: 3 clusters Score -593067.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -593134.000000 Penalty: 2770.871094
	Iteration 35Q: 3 clusters Score -593134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -593183.687500 Penalty: 2770.871094
	Iteration 36Q: 3 clusters Score -593183.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -593209.812500 Penalty: 2770.871094
	Iteration 37Q: 3 clusters Score -593209.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -593231.937500 Penalty: 2770.871094
	Iteration 38Q: 3 clusters Score -593231.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -593250.125000 Penalty: 2770.871094
	Iteration 39Q: 3 clusters Score -593250.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -593259.625000 Penalty: 2770.871094
	Iteration 40F: 3 clusters Score -593259.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -593264.562500 Penalty: 2770.871094
	Iteration 41Q: 3 clusters Score -593264.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -593270.750000 Penalty: 2770.871094
	Iteration 42Q: 3 clusters Score -593270.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -593274.875000 Penalty: 2770.871094
	Iteration 43Q: 3 clusters Score -593274.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -593277.750000 Penalty: 2770.871094
	Iteration 44Q: 3 clusters Score -593277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -593282.000000 Penalty: 2770.871094
	Iteration 45Q: 3 clusters Score -593282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -593283.750000 Penalty: 2770.871094
	Iteration 46Q: 3 clusters Score -593283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -593286.250000 Penalty: 2770.871094
	Iteration 47Q: 3 clusters Score -593286.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -593290.625000 Penalty: 2770.871094
	Iteration 48Q: 3 clusters Score -593290.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -593296.437500 Penalty: 2770.871094
	Iteration 49Q: 3 clusters Score -593296.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -593308.375000 Penalty: 2770.871094
	Iteration 50Q: 3 clusters Score -593308.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -593313.937500 Penalty: 2770.871094
	Iteration 51Q: 3 clusters Score -593313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -593323.000000 Penalty: 2770.871094
	Iteration 52Q: 3 clusters Score -593323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -593327.750000 Penalty: 2770.871094
	Iteration 53Q: 3 clusters Score -593327.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -593330.312500 Penalty: 2770.871094
	Iteration 54Q: 3 clusters Score -593330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -593332.500000 Penalty: 2770.871094
	Iteration 55Q: 3 clusters Score -593332.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -593334.500000 Penalty: 2770.871094
	Iteration 56Q: 3 clusters Score -593334.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -593339.500000 Penalty: 2770.871094
	Iteration 57Q: 3 clusters Score -593339.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -593343.625000 Penalty: 2770.871094
	Iteration 58Q: 3 clusters Score -593343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -593344.000000 Penalty: 2770.871094
	Iteration 59Q: 3 clusters Score -593344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -593343.750000 Penalty: 2770.871094
	Iteration 60F: 3 clusters Score -593343.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Entering Unmasked Estep 
Score: -401433.312500 Penalty: 1314.241577
	Iteration 0F: 2 clusters Score -401433.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -398551.187500 Penalty: 2628.483154
	Iteration 0F: 3 clusters Score -398551.2 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -399264.625000 Penalty: 2628.483154
	Iteration 1F: 3 clusters Score -399264.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -399412.500000 Penalty: 2628.483154
	Iteration 2F: 3 clusters Score -399412.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -399497.250000 Penalty: 2628.483154
	Iteration 3F: 3 clusters Score -399497.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -399561.343750 Penalty: 2628.483154
	Iteration 4Q: 3 clusters Score -399561.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -399614.468750 Penalty: 2628.483154
	Iteration 5Q: 3 clusters Score -399614.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -399659.906250 Penalty: 2628.483154
	Iteration 6Q: 3 clusters Score -399659.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -399690.000000 Penalty: 2628.483154
	Iteration 7Q: 3 clusters Score -399690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -399715.531250 Penalty: 2628.483154
	Iteration 8Q: 3 clusters Score -399715.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -399739.406250 Penalty: 2628.483154
	Iteration 9Q: 3 clusters Score -399739.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -399766.843750 Penalty: 2628.483154
	Iteration 10Q: 3 clusters Score -399766.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -399800.031250 Penalty: 2628.483154
	Iteration 11Q: 3 clusters Score -399800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -399834.906250 Penalty: 2628.483154
	Iteration 12Q: 3 clusters Score -399834.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -399880.000000 Penalty: 2628.483154
	Iteration 13Q: 3 clusters Score -399880 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -399917.125000 Penalty: 2628.483154
	Iteration 14Q: 3 clusters Score -399917.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -399951.968750 Penalty: 2628.483154
	Iteration 15Q: 3 clusters Score -399952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -399986.875000 Penalty: 2628.483154
	Iteration 16Q: 3 clusters Score -399986.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -400021.343750 Penalty: 2628.483154
	Iteration 17Q: 3 clusters Score -400021.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -400052.500000 Penalty: 2628.483154
	Iteration 18Q: 3 clusters Score -400052.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -400082.718750 Penalty: 2628.483154
	Iteration 19Q: 3 clusters Score -400082.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -400120.093750 Penalty: 2628.483154
	Iteration 20F: 3 clusters Score -400120.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -400157.968750 Penalty: 2628.483154
	Iteration 21Q: 3 clusters Score -400158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -400207.437500 Penalty: 2628.483154
	Iteration 22Q: 3 clusters Score -400207.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -400251.812500 Penalty: 2628.483154
	Iteration 23Q: 3 clusters Score -400251.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -400279.812500 Penalty: 2628.483154
	Iteration 24Q: 3 clusters Score -400279.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -400305.125000 Penalty: 2628.483154
	Iteration 25Q: 3 clusters Score -400305.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -400321.531250 Penalty: 2628.483154
	Iteration 26Q: 3 clusters Score -400321.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -400339.031250 Penalty: 2628.483154
	Iteration 27Q: 3 clusters Score -400339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -400355.937500 Penalty: 2628.483154
	Iteration 28Q: 3 clusters Score -400355.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -400365.125000 Penalty: 2628.483154
	Iteration 29Q: 3 clusters Score -400365.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -400375.875000 Penalty: 2628.483154
	Iteration 30Q: 3 clusters Score -400375.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -400387.937500 Penalty: 2628.483154
	Iteration 31Q: 3 clusters Score -400387.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -400397.156250 Penalty: 2628.483154
	Iteration 32Q: 3 clusters Score -400397.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -400403.531250 Penalty: 2628.483154
	Iteration 33Q: 3 clusters Score -400403.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -400410.187500 Penalty: 2628.483154
	Iteration 34Q: 3 clusters Score -400410.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -400416.562500 Penalty: 2628.483154
	Iteration 35Q: 3 clusters Score -400416.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -400421.687500 Penalty: 2628.483154
	Iteration 36Q: 3 clusters Score -400421.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -400426.750000 Penalty: 2628.483154
	Iteration 37Q: 3 clusters Score -400426.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -400428.218750 Penalty: 2628.483154
	Iteration 38Q: 3 clusters Score -400428.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -400431.531250 Penalty: 2628.483154
	Iteration 39Q: 3 clusters Score -400431.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -400436.750000 Penalty: 2628.483154
	Iteration 40F: 3 clusters Score -400436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -400441.625000 Penalty: 2628.483154
	Iteration 41Q: 3 clusters Score -400441.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -400448.000000 Penalty: 2628.483154
	Iteration 42Q: 3 clusters Score -400448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -400461.656250 Penalty: 2628.483154
	Iteration 43Q: 3 clusters Score -400461.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -400475.062500 Penalty: 2628.483154
	Iteration 44Q: 3 clusters Score -400475.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -400491.187500 Penalty: 2628.483154
	Iteration 45Q: 3 clusters Score -400491.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -400501.218750 Penalty: 2628.483154
	Iteration 46Q: 3 clusters Score -400501.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -400511.656250 Penalty: 2628.483154
	Iteration 47Q: 3 clusters Score -400511.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -400519.500000 Penalty: 2628.483154
	Iteration 48Q: 3 clusters Score -400519.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -400525.156250 Penalty: 2628.483154
	Iteration 49Q: 3 clusters Score -400525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -400527.656250 Penalty: 2628.483154
	Iteration 50Q: 3 clusters Score -400527.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -400528.312500 Penalty: 2628.483154
	Iteration 51Q: 3 clusters Score -400528.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -400529.843750 Penalty: 2628.483154
	Iteration 52Q: 3 clusters Score -400529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -400530.968750 Penalty: 2628.483154
	Iteration 53Q: 3 clusters Score -400531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -400531.781250 Penalty: 2628.483154
	Iteration 54Q: 3 clusters Score -400531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -400532.218750 Penalty: 2628.483154
	Iteration 55Q: 3 clusters Score -400532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -400535.468750 Penalty: 2628.483154
	Iteration 56Q: 3 clusters Score -400535.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -400540.125000 Penalty: 2628.483154
	Iteration 57Q: 3 clusters Score -400540.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -400543.562500 Penalty: 2628.483154
	Iteration 58Q: 3 clusters Score -400543.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -400547.218750 Penalty: 2628.483154
	Iteration 59Q: 3 clusters Score -400547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -400550.218750 Penalty: 2628.483154
	Iteration 60F: 3 clusters Score -400550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -400552.437500 Penalty: 2628.483154
	Iteration 61Q: 3 clusters Score -400552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -400553.437500 Penalty: 2628.483154
	Iteration 62Q: 3 clusters Score -400553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -400557.843750 Penalty: 2628.483154
	Iteration 63Q: 3 clusters Score -400557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -400558.343750 Penalty: 2628.483154
	Iteration 64Q: 3 clusters Score -400558.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -400558.343750 Penalty: 2628.483154
	Iteration 65F: 3 clusters Score -400558.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Entering Unmasked Estep 
Score: -427311.250000 Penalty: 1328.022705
	Iteration 0F: 2 clusters Score -427311.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -424210.750000 Penalty: 2656.045410
	Iteration 0F: 3 clusters Score -424210.8 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -424951.156250 Penalty: 2656.045410
	Iteration 1F: 3 clusters Score -424951.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -425108.750000 Penalty: 2656.045410
	Iteration 2F: 3 clusters Score -425108.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -425214.343750 Penalty: 2656.045410
	Iteration 3F: 3 clusters Score -425214.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -425274.875000 Penalty: 2656.045410
	Iteration 4Q: 3 clusters Score -425274.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -425319.156250 Penalty: 2656.045410
	Iteration 5Q: 3 clusters Score -425319.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -425357.718750 Penalty: 2656.045410
	Iteration 6Q: 3 clusters Score -425357.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -425388.625000 Penalty: 2656.045410
	Iteration 7Q: 3 clusters Score -425388.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -425417.250000 Penalty: 2656.045410
	Iteration 8Q: 3 clusters Score -425417.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -425441.218750 Penalty: 2656.045410
	Iteration 9Q: 3 clusters Score -425441.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -425468.843750 Penalty: 2656.045410
	Iteration 10Q: 3 clusters Score -425468.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -425504.562500 Penalty: 2656.045410
	Iteration 11Q: 3 clusters Score -425504.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -425541.625000 Penalty: 2656.045410
	Iteration 12Q: 3 clusters Score -425541.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -425588.750000 Penalty: 2656.045410
	Iteration 13Q: 3 clusters Score -425588.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -425639.031250 Penalty: 2656.045410
	Iteration 14Q: 3 clusters Score -425639 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -425698.093750 Penalty: 2656.045410
	Iteration 15Q: 3 clusters Score -425698.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -425764.281250 Penalty: 2656.045410
	Iteration 16Q: 3 clusters Score -425764.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -425825.406250 Penalty: 2656.045410
	Iteration 17Q: 3 clusters Score -425825.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -425894.812500 Penalty: 2656.045410
	Iteration 18Q: 3 clusters Score -425894.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -425965.968750 Penalty: 2656.045410
	Iteration 19Q: 3 clusters Score -425966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -426011.437500 Penalty: 2656.045410
	Iteration 20F: 3 clusters Score -426011.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -426057.375000 Penalty: 2656.045410
	Iteration 21Q: 3 clusters Score -426057.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -426094.031250 Penalty: 2656.045410
	Iteration 22Q: 3 clusters Score -426094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -426122.250000 Penalty: 2656.045410
	Iteration 23Q: 3 clusters Score -426122.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -426137.718750 Penalty: 2656.045410
	Iteration 24Q: 3 clusters Score -426137.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -426152.812500 Penalty: 2656.045410
	Iteration 25Q: 3 clusters Score -426152.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -426165.093750 Penalty: 2656.045410
	Iteration 26Q: 3 clusters Score -426165.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -426178.406250 Penalty: 2656.045410
	Iteration 27Q: 3 clusters Score -426178.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -426185.750000 Penalty: 2656.045410
	Iteration 28Q: 3 clusters Score -426185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -426192.812500 Penalty: 2656.045410
	Iteration 29Q: 3 clusters Score -426192.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -426196.406250 Penalty: 2656.045410
	Iteration 30Q: 3 clusters Score -426196.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -426197.000000 Penalty: 2656.045410
	Iteration 31Q: 3 clusters Score -426197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -426198.687500 Penalty: 2656.045410
	Iteration 32Q: 3 clusters Score -426198.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -426199.531250 Penalty: 2656.045410
	Iteration 33Q: 3 clusters Score -426199.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -426199.625000 Penalty: 2656.045410
	Iteration 34Q: 3 clusters Score -426199.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -426199.625000 Penalty: 2656.045410
	Iteration 35F: 3 clusters Score -426199.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Entering Unmasked Estep 
Score: -1025887.000000 Penalty: 1465.891846
	Iteration 0F: 2 clusters Score -1025887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1019904.562500 Penalty: 2931.783691
	Iteration 0F: 3 clusters Score -1019905 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1021749.250000 Penalty: 2931.783691
	Iteration 1F: 3 clusters Score -1021749 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1021984.687500 Penalty: 2931.783691
	Iteration 2F: 3 clusters Score -1021985 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1022206.000000 Penalty: 2931.783691
	Iteration 3Q: 3 clusters Score -1022206 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1022435.375000 Penalty: 2931.783691
	Iteration 4F: 3 clusters Score -1022435 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1022678.625000 Penalty: 2931.783691
	Iteration 5Q: 3 clusters Score -1022679 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1022971.250000 Penalty: 2931.783691
	Iteration 6Q: 3 clusters Score -1022971 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1023265.750000 Penalty: 2931.783691
	Iteration 7Q: 3 clusters Score -1023266 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1023538.500000 Penalty: 2931.783691
	Iteration 8Q: 3 clusters Score -1023538 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1023787.625000 Penalty: 2931.783691
	Iteration 9Q: 3 clusters Score -1023788 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1024003.062500 Penalty: 2931.783691
	Iteration 10Q: 3 clusters Score -1024003 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1024178.625000 Penalty: 2931.783691
	Iteration 11Q: 3 clusters Score -1024179 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1024333.500000 Penalty: 2931.783691
	Iteration 12Q: 3 clusters Score -1024334 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1024477.562500 Penalty: 2931.783691
	Iteration 13Q: 3 clusters Score -1024478 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1024579.625000 Penalty: 2931.783691
	Iteration 14Q: 3 clusters Score -1024580 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1024658.250000 Penalty: 2931.783691
	Iteration 15Q: 3 clusters Score -1024658 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1024703.625000 Penalty: 2931.783691
	Iteration 16Q: 3 clusters Score -1024704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1024745.750000 Penalty: 2931.783691
	Iteration 17Q: 3 clusters Score -1024746 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1024794.437500 Penalty: 2931.783691
	Iteration 18Q: 3 clusters Score -1024794 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1024826.625000 Penalty: 2931.783691
	Iteration 19Q: 3 clusters Score -1024827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1024851.750000 Penalty: 2931.783691
	Iteration 20F: 3 clusters Score -1024852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1024873.312500 Penalty: 2931.783691
	Iteration 21Q: 3 clusters Score -1024873 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1024896.750000 Penalty: 2931.783691
	Iteration 22Q: 3 clusters Score -1024897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1024918.312500 Penalty: 2931.783691
	Iteration 23Q: 3 clusters Score -1024918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1024941.000000 Penalty: 2931.783691
	Iteration 24Q: 3 clusters Score -1024941 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1024955.250000 Penalty: 2931.783691
	Iteration 25Q: 3 clusters Score -1024955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1024966.187500 Penalty: 2931.783691
	Iteration 26Q: 3 clusters Score -1024966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1024973.250000 Penalty: 2931.783691
	Iteration 27Q: 3 clusters Score -1024973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1024973.687500 Penalty: 2931.783691
	Iteration 28Q: 3 clusters Score -1024974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1024979.750000 Penalty: 2931.783691
	Iteration 29Q: 3 clusters Score -1024980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1024987.562500 Penalty: 2931.783691
	Iteration 30Q: 3 clusters Score -1024988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1024993.437500 Penalty: 2931.783691
	Iteration 31Q: 3 clusters Score -1024993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1024994.750000 Penalty: 2931.783691
	Iteration 32Q: 3 clusters Score -1024995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1024998.812500 Penalty: 2931.783691
	Iteration 33Q: 3 clusters Score -1024999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1025001.750000 Penalty: 2931.783691
	Iteration 34Q: 3 clusters Score -1025002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1025002.250000 Penalty: 2931.783691
	Iteration 35Q: 3 clusters Score -1025002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1025003.187500 Penalty: 2931.783691
	Iteration 36Q: 3 clusters Score -1025003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1025003.500000 Penalty: 2931.783691
	Iteration 37Q: 3 clusters Score -1025004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1025006.562500 Penalty: 2931.783691
	Iteration 38Q: 3 clusters Score -1025007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1025008.062500 Penalty: 2931.783691
	Iteration 39Q: 3 clusters Score -1025008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1025007.687500 Penalty: 2931.783691
	Iteration 40F: 3 clusters Score -1025008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1025008.000000 Penalty: 2931.783691
	Iteration 41Q: 3 clusters Score -1025008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1025008.000000 Penalty: 2931.783691
	Iteration 42F: 3 clusters Score -1025008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -502715.968750 Penalty: 1350.122437
	Iteration 0F: 2 clusters Score -502716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -499297.593750 Penalty: 2700.244873
	Iteration 0F: 3 clusters Score -499297.6 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -500136.718750 Penalty: 2700.244873
	Iteration 1F: 3 clusters Score -500136.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -500254.281250 Penalty: 2700.244873
	Iteration 2F: 3 clusters Score -500254.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -500330.406250 Penalty: 2700.244873
	Iteration 3Q: 3 clusters Score -500330.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -500400.500000 Penalty: 2700.244873
	Iteration 4Q: 3 clusters Score -500400.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -500468.187500 Penalty: 2700.244873
	Iteration 5Q: 3 clusters Score -500468.2 nChanged 105
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: -500508.406250 Penalty: 2700.244873
	Iteration 6Q: 3 clusters Score -500508.4 nChanged 82
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: -500537.031250 Penalty: 2700.244873
	Iteration 7Q: 3 clusters Score -500537 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -500564.406250 Penalty: 2700.244873
	Iteration 8Q: 3 clusters Score -500564.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -500581.750000 Penalty: 2700.244873
	Iteration 9Q: 3 clusters Score -500581.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -500599.625000 Penalty: 2700.244873
	Iteration 10Q: 3 clusters Score -500599.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -500613.968750 Penalty: 2700.244873
	Iteration 11Q: 3 clusters Score -500614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -500621.062500 Penalty: 2700.244873
	Iteration 12Q: 3 clusters Score -500621.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -500628.468750 Penalty: 2700.244873
	Iteration 13Q: 3 clusters Score -500628.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -500637.656250 Penalty: 2700.244873
	Iteration 14Q: 3 clusters Score -500637.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -500648.875000 Penalty: 2700.244873
	Iteration 15Q: 3 clusters Score -500648.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -500660.843750 Penalty: 2700.244873
	Iteration 16Q: 3 clusters Score -500660.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -500667.625000 Penalty: 2700.244873
	Iteration 17Q: 3 clusters Score -500667.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -500674.093750 Penalty: 2700.244873
	Iteration 18Q: 3 clusters Score -500674.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -500678.812500 Penalty: 2700.244873
	Iteration 19Q: 3 clusters Score -500678.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -500686.062500 Penalty: 2700.244873
	Iteration 20F: 3 clusters Score -500686.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -500690.468750 Penalty: 2700.244873
	Iteration 21Q: 3 clusters Score -500690.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -500694.718750 Penalty: 2700.244873
	Iteration 22Q: 3 clusters Score -500694.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -500697.281250 Penalty: 2700.244873
	Iteration 23Q: 3 clusters Score -500697.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -500698.031250 Penalty: 2700.244873
	Iteration 24Q: 3 clusters Score -500698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -500700.843750 Penalty: 2700.244873
	Iteration 25Q: 3 clusters Score -500700.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -500703.468750 Penalty: 2700.244873
	Iteration 26Q: 3 clusters Score -500703.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -500705.468750 Penalty: 2700.244873
	Iteration 27Q: 3 clusters Score -500705.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -500706.312500 Penalty: 2700.244873
	Iteration 28Q: 3 clusters Score -500706.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -500708.312500 Penalty: 2700.244873
	Iteration 29Q: 3 clusters Score -500708.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -500708.687500 Penalty: 2700.244873
	Iteration 30Q: 3 clusters Score -500708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -500709.875000 Penalty: 2700.244873
	Iteration 31Q: 3 clusters Score -500709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -500709.343750 Penalty: 2700.244873
	Iteration 32Q: 3 clusters Score -500709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -500710.031250 Penalty: 2700.244873
	Iteration 33Q: 3 clusters Score -500710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -500709.906250 Penalty: 2700.244873
	Iteration 34Q: 3 clusters Score -500709.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -500711.312500 Penalty: 2700.244873
	Iteration 35Q: 3 clusters Score -500711.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -500713.156250 Penalty: 2700.244873
	Iteration 36Q: 3 clusters Score -500713.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -500715.656250 Penalty: 2700.244873
	Iteration 37Q: 3 clusters Score -500715.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -500718.562500 Penalty: 2700.244873
	Iteration 38Q: 3 clusters Score -500718.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -500721.906250 Penalty: 2700.244873
	Iteration 39Q: 3 clusters Score -500721.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -500724.562500 Penalty: 2700.244873
	Iteration 40F: 3 clusters Score -500724.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -500727.250000 Penalty: 2700.244873
	Iteration 41Q: 3 clusters Score -500727.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -500731.250000 Penalty: 2700.244873
	Iteration 42Q: 3 clusters Score -500731.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -500736.062500 Penalty: 2700.244873
	Iteration 43Q: 3 clusters Score -500736.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -500741.812500 Penalty: 2700.244873
	Iteration 44Q: 3 clusters Score -500741.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -500751.937500 Penalty: 2700.244873
	Iteration 45Q: 3 clusters Score -500751.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -500763.187500 Penalty: 2700.244873
	Iteration 46Q: 3 clusters Score -500763.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -500771.625000 Penalty: 2700.244873
	Iteration 47Q: 3 clusters Score -500771.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -500785.875000 Penalty: 2700.244873
	Iteration 48Q: 3 clusters Score -500785.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -500797.843750 Penalty: 2700.244873
	Iteration 49Q: 3 clusters Score -500797.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -500808.906250 Penalty: 2700.244873
	Iteration 50Q: 3 clusters Score -500808.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -500816.781250 Penalty: 2700.244873
	Iteration 51Q: 3 clusters Score -500816.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -500824.437500 Penalty: 2700.244873
	Iteration 52Q: 3 clusters Score -500824.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -500829.875000 Penalty: 2700.244873
	Iteration 53Q: 3 clusters Score -500829.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -500838.187500 Penalty: 2700.244873
	Iteration 54Q: 3 clusters Score -500838.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -500842.875000 Penalty: 2700.244873
	Iteration 55Q: 3 clusters Score -500842.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -500846.812500 Penalty: 2700.244873
	Iteration 56Q: 3 clusters Score -500846.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -500853.281250 Penalty: 2700.244873
	Iteration 57Q: 3 clusters Score -500853.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -500862.125000 Penalty: 2700.244873
	Iteration 58Q: 3 clusters Score -500862.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -500874.218750 Penalty: 2700.244873
	Iteration 59Q: 3 clusters Score -500874.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -500887.250000 Penalty: 2700.244873
	Iteration 60F: 3 clusters Score -500887.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -500900.968750 Penalty: 2700.244873
	Iteration 61Q: 3 clusters Score -500901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -500916.937500 Penalty: 2700.244873
	Iteration 62Q: 3 clusters Score -500916.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -500938.000000 Penalty: 2700.244873
	Iteration 63Q: 3 clusters Score -500938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -500954.156250 Penalty: 2700.244873
	Iteration 64Q: 3 clusters Score -500954.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -500972.125000 Penalty: 2700.244873
	Iteration 65Q: 3 clusters Score -500972.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -500997.593750 Penalty: 2700.244873
	Iteration 66Q: 3 clusters Score -500997.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -501016.750000 Penalty: 2700.244873
	Iteration 67Q: 3 clusters Score -501016.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -501034.906250 Penalty: 2700.244873
	Iteration 68Q: 3 clusters Score -501034.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -501057.093750 Penalty: 2700.244873
	Iteration 69Q: 3 clusters Score -501057.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -501072.281250 Penalty: 2700.244873
	Iteration 70Q: 3 clusters Score -501072.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -501086.125000 Penalty: 2700.244873
	Iteration 71Q: 3 clusters Score -501086.1 nChanged 35
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: -501098.406250 Penalty: 2700.244873
	Iteration 72Q: 3 clusters Score -501098.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -501113.687500 Penalty: 2700.244873
	Iteration 73Q: 3 clusters Score -501113.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -501131.312500 Penalty: 2700.244873
	Iteration 74Q: 3 clusters Score -501131.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -501146.218750 Penalty: 2700.244873
	Iteration 75Q: 3 clusters Score -501146.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -501158.156250 Penalty: 2700.244873
	Iteration 76Q: 3 clusters Score -501158.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -501170.750000 Penalty: 2700.244873
	Iteration 77Q: 3 clusters Score -501170.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -501181.750000 Penalty: 2700.244873
	Iteration 78Q: 3 clusters Score -501181.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -501200.781250 Penalty: 2700.244873
	Iteration 79Q: 3 clusters Score -501200.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -501212.875000 Penalty: 2700.244873
	Iteration 80F: 3 clusters Score -501212.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -501221.968750 Penalty: 2700.244873
	Iteration 81Q: 3 clusters Score -501222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -501236.500000 Penalty: 2700.244873
	Iteration 82Q: 3 clusters Score -501236.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -501246.250000 Penalty: 2700.244873
	Iteration 83Q: 3 clusters Score -501246.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -501259.656250 Penalty: 2700.244873
	Iteration 84Q: 3 clusters Score -501259.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -501270.500000 Penalty: 2700.244873
	Iteration 85Q: 3 clusters Score -501270.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -501281.062500 Penalty: 2700.244873
	Iteration 86Q: 3 clusters Score -501281.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -501292.125000 Penalty: 2700.244873
	Iteration 87Q: 3 clusters Score -501292.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -501300.187500 Penalty: 2700.244873
	Iteration 88Q: 3 clusters Score -501300.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -501308.468750 Penalty: 2700.244873
	Iteration 89Q: 3 clusters Score -501308.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -501318.000000 Penalty: 2700.244873
	Iteration 90Q: 3 clusters Score -501318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -501326.531250 Penalty: 2700.244873
	Iteration 91Q: 3 clusters Score -501326.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -501332.875000 Penalty: 2700.244873
	Iteration 92Q: 3 clusters Score -501332.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -501339.875000 Penalty: 2700.244873
	Iteration 93Q: 3 clusters Score -501339.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -501345.562500 Penalty: 2700.244873
	Iteration 94Q: 3 clusters Score -501345.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -501355.093750 Penalty: 2700.244873
	Iteration 95Q: 3 clusters Score -501355.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -501364.750000 Penalty: 2700.244873
	Iteration 96Q: 3 clusters Score -501364.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -501375.000000 Penalty: 2700.244873
	Iteration 97Q: 3 clusters Score -501375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -501378.531250 Penalty: 2700.244873
	Iteration 98Q: 3 clusters Score -501378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -501381.000000 Penalty: 2700.244873
	Iteration 99Q: 3 clusters Score -501381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -501381.656250 Penalty: 2700.244873
	Iteration 100F: 3 clusters Score -501381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -501382.156250 Penalty: 2700.244873
	Iteration 101Q: 3 clusters Score -501382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -501382.562500 Penalty: 2700.244873
	Iteration 102Q: 3 clusters Score -501382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -501383.437500 Penalty: 2700.244873
	Iteration 103Q: 3 clusters Score -501383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -501383.375000 Penalty: 2700.244873
	Iteration 104Q: 3 clusters Score -501383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -501384.937500 Penalty: 2700.244873
	Iteration 105Q: 3 clusters Score -501384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -501387.312500 Penalty: 2700.244873
	Iteration 106Q: 3 clusters Score -501387.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -501389.031250 Penalty: 2700.244873
	Iteration 107Q: 3 clusters Score -501389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -501390.312500 Penalty: 2700.244873
	Iteration 108Q: 3 clusters Score -501390.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -501390.531250 Penalty: 2700.244873
	Iteration 109Q: 3 clusters Score -501390.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -501391.156250 Penalty: 2700.244873
	Iteration 110Q: 3 clusters Score -501391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -501392.000000 Penalty: 2700.244873
	Iteration 111Q: 3 clusters Score -501392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -501392.031250 Penalty: 2700.244873
	Iteration 112Q: 3 clusters Score -501392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -501392.031250 Penalty: 2700.244873
	Iteration 113F: 3 clusters Score -501392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Entering Unmasked Estep 
Score: -2523621.500000 Penalty: 1611.784180
	Iteration 0F: 2 clusters Score -2523622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2509737.750000 Penalty: 3223.568359
	Iteration 0F: 3 clusters Score -2509738 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2514787.500000 Penalty: 3223.568359
	Iteration 1F: 3 clusters Score -2514788 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2515229.500000 Penalty: 3223.568359
	Iteration 2F: 3 clusters Score -2515230 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2515716.750000 Penalty: 3223.568359
	Iteration 3F: 3 clusters Score -2515717 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2516272.500000 Penalty: 3223.568359
	Iteration 4F: 3 clusters Score -2516272 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2517010.250000 Penalty: 3223.568359
	Iteration 5F: 3 clusters Score -2517010 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2517810.500000 Penalty: 3223.568359
	Iteration 6F: 3 clusters Score -2517810 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2518739.500000 Penalty: 3223.568359
	Iteration 7F: 3 clusters Score -2518740 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2519635.500000 Penalty: 3223.568359
	Iteration 8F: 3 clusters Score -2519636 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2520391.250000 Penalty: 3223.568359
	Iteration 9Q: 3 clusters Score -2520391 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2520980.750000 Penalty: 3223.568359
	Iteration 10Q: 3 clusters Score -2520981 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2521393.500000 Penalty: 3223.568359
	Iteration 11Q: 3 clusters Score -2521394 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2521681.500000 Penalty: 3223.568359
	Iteration 12Q: 3 clusters Score -2521682 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2521901.000000 Penalty: 3223.568359
	Iteration 13Q: 3 clusters Score -2521901 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2522072.750000 Penalty: 3223.568359
	Iteration 14Q: 3 clusters Score -2522073 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2522177.750000 Penalty: 3223.568359
	Iteration 15Q: 3 clusters Score -2522178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2522239.250000 Penalty: 3223.568359
	Iteration 16Q: 3 clusters Score -2522239 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2522285.250000 Penalty: 3223.568359
	Iteration 17Q: 3 clusters Score -2522285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2522310.500000 Penalty: 3223.568359
	Iteration 18Q: 3 clusters Score -2522310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2522328.250000 Penalty: 3223.568359
	Iteration 19Q: 3 clusters Score -2522328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2522343.250000 Penalty: 3223.568359
	Iteration 20F: 3 clusters Score -2522343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2522354.250000 Penalty: 3223.568359
	Iteration 21Q: 3 clusters Score -2522354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2522373.500000 Penalty: 3223.568359
	Iteration 22Q: 3 clusters Score -2522374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2522386.250000 Penalty: 3223.568359
	Iteration 23Q: 3 clusters Score -2522386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2522401.500000 Penalty: 3223.568359
	Iteration 24Q: 3 clusters Score -2522402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2522425.000000 Penalty: 3223.568359
	Iteration 25Q: 3 clusters Score -2522425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2522448.750000 Penalty: 3223.568359
	Iteration 26Q: 3 clusters Score -2522449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2522472.750000 Penalty: 3223.568359
	Iteration 27Q: 3 clusters Score -2522473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2522488.500000 Penalty: 3223.568359
	Iteration 28Q: 3 clusters Score -2522488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2522505.250000 Penalty: 3223.568359
	Iteration 29Q: 3 clusters Score -2522505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2522514.250000 Penalty: 3223.568359
	Iteration 30Q: 3 clusters Score -2522514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2522522.250000 Penalty: 3223.568359
	Iteration 31Q: 3 clusters Score -2522522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2522525.250000 Penalty: 3223.568359
	Iteration 32Q: 3 clusters Score -2522525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2522530.000000 Penalty: 3223.568359
	Iteration 33Q: 3 clusters Score -2522530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2522528.750000 Penalty: 3223.568359
	Iteration 34Q: 3 clusters Score -2522529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2522530.500000 Penalty: 3223.568359
	Iteration 35Q: 3 clusters Score -2522530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2522535.000000 Penalty: 3223.568359
	Iteration 36Q: 3 clusters Score -2522535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2522537.000000 Penalty: 3223.568359
	Iteration 37Q: 3 clusters Score -2522537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2522538.500000 Penalty: 3223.568359
	Iteration 38Q: 3 clusters Score -2522538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2522541.500000 Penalty: 3223.568359
	Iteration 39Q: 3 clusters Score -2522542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2522541.750000 Penalty: 3223.568359
	Iteration 40F: 3 clusters Score -2522542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2522543.000000 Penalty: 3223.568359
	Iteration 41Q: 3 clusters Score -2522543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2522548.750000 Penalty: 3223.568359
	Iteration 42Q: 3 clusters Score -2522549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2522549.000000 Penalty: 3223.568359
	Iteration 43Q: 3 clusters Score -2522549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2522553.750000 Penalty: 3223.568359
	Iteration 44Q: 3 clusters Score -2522554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2522556.750000 Penalty: 3223.568359
	Iteration 45Q: 3 clusters Score -2522557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2522556.500000 Penalty: 3223.568359
	Iteration 46Q: 3 clusters Score -2522556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2522557.500000 Penalty: 3223.568359
	Iteration 47Q: 3 clusters Score -2522558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2522562.250000 Penalty: 3223.568359
	Iteration 48Q: 3 clusters Score -2522562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2522562.250000 Penalty: 3223.568359
	Iteration 49F: 3 clusters Score -2522562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (75330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Entering Unmasked Estep 
Score: -9382797.000000 Penalty: 1824.815430
	Iteration 0F: 2 clusters Score -9382797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -9335277.000000 Penalty: 3649.630859
	Iteration 0F: 3 clusters Score -9335277 nChanged 35731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -9356303.000000 Penalty: 3649.630859
	Iteration 1F: 3 clusters Score -9356303 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -9357321.000000 Penalty: 3649.630859
	Iteration 2Q: 3 clusters Score -9357321 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -9358787.000000 Penalty: 3649.630859
	Iteration 3Q: 3 clusters Score -9358787 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -9360934.000000 Penalty: 3649.630859
	Iteration 4F: 3 clusters Score -9360934 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -9364230.000000 Penalty: 3649.630859
	Iteration 5F: 3 clusters Score -9364230 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -9368878.000000 Penalty: 3649.630859
	Iteration 6F: 3 clusters Score -9368878 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -9373652.000000 Penalty: 3649.630859
	Iteration 7F: 3 clusters Score -9373652 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69134 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -9377298.000000 Penalty: 3649.630859
	Iteration 8F: 3 clusters Score -9377298 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -9379369.000000 Penalty: 3649.630859
	Iteration 9Q: 3 clusters Score -9379369 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -9380376.000000 Penalty: 3649.630859
	Iteration 10Q: 3 clusters Score -9380376 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74358 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9380811.000000 Penalty: 3649.630859
	Iteration 11Q: 3 clusters Score -9380811 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9381005.000000 Penalty: 3649.630859
	Iteration 12Q: 3 clusters Score -9381005 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9381091.000000 Penalty: 3649.630859
	Iteration 13Q: 3 clusters Score -9381091 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9381145.000000 Penalty: 3649.630859
	Iteration 14Q: 3 clusters Score -9381145 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9381198.000000 Penalty: 3649.630859
	Iteration 15Q: 3 clusters Score -9381198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9381236.000000 Penalty: 3649.630859
	Iteration 16Q: 3 clusters Score -9381236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74951 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9381240.000000 Penalty: 3649.630859
	Iteration 17Q: 3 clusters Score -9381240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74964 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9381249.000000 Penalty: 3649.630859
	Iteration 18Q: 3 clusters Score -9381249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9381252.000000 Penalty: 3649.630859
	Iteration 19Q: 3 clusters Score -9381252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9381260.000000 Penalty: 3649.630859
	Iteration 20F: 3 clusters Score -9381260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9381253.000000 Penalty: 3649.630859
	Iteration 21Q: 3 clusters Score -9381253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74985 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9381268.000000 Penalty: 3649.630859
	Iteration 22Q: 3 clusters Score -9381268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74989 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9381266.000000 Penalty: 3649.630859
	Iteration 23Q: 3 clusters Score -9381266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9381282.000000 Penalty: 3649.630859
	Iteration 24Q: 3 clusters Score -9381282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9381281.000000 Penalty: 3649.630859
	Iteration 25Q: 3 clusters Score -9381281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9381284.000000 Penalty: 3649.630859
	Iteration 26Q: 3 clusters Score -9381284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9381286.000000 Penalty: 3649.630859
	Iteration 27Q: 3 clusters Score -9381286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9381288.000000 Penalty: 3649.630859
	Iteration 28Q: 3 clusters Score -9381288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9381288.000000 Penalty: 3649.630859
	Iteration 29F: 3 clusters Score -9381288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -36944.214844 Penalty: 966.130859
	Iteration 0F: 2 clusters Score -36944.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36061.980469 Penalty: 1932.261719
	Iteration 0F: 3 clusters Score -36061.98 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36240.968750 Penalty: 1932.261719
	Iteration 1F: 3 clusters Score -36240.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36277.160156 Penalty: 1932.261719
	Iteration 2Q: 3 clusters Score -36277.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36292.039062 Penalty: 1932.261719
	Iteration 3Q: 3 clusters Score -36292.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36294.671875 Penalty: 1932.261719
	Iteration 4Q: 3 clusters Score -36294.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36295.457031 Penalty: 1932.261719
	Iteration 5Q: 3 clusters Score -36295.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36296.238281 Penalty: 1932.261719
	Iteration 6Q: 3 clusters Score -36296.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36296.238281 Penalty: 1932.261719
	Iteration 7F: 3 clusters Score -36296.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -15554.811523 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -15554.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15081.064453 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -15081.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15229.698242 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -15229.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15288.701172 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -15288.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15369.688477 Penalty: 1689.511475
	Iteration 3F: 3 clusters Score -15369.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15413.238281 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -15413.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15611.549805 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -15611.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15616.378906 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -15616.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15619.320312 Penalty: 1689.511475
	Iteration 7Q: 3 clusters Score -15619.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15619.320312 Penalty: 1689.511475
	Iteration 8F: 3 clusters Score -15619.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 30285 members 
Mstep: Class 4 contains 26502 members 
Mstep: Class 5 contains 6389 members 
Mstep: Class 6 contains 37025 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 9462 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 8274 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 20306 members 
Mstep: Class 16 contains 75330 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 38 members 
Mstep: Class 19 contains 6341 members 
Mstep: Class 20 contains 60981 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8007 members 
Mstep: Class 24 contains 14189 members 
Mstep: Class 25 contains 43154 members 
Mstep: Class 26 contains 43515 members 
Mstep: Class 27 contains 143 members 
Entering Unmasked Estep 
Score: -62656392.000000 Penalty: 57702.019531
Splitting cluster 18 changes total score from -62657536.000000 to -62656392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (6341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Entering Unmasked Estep 
Score: -771860.250000 Penalty: 1422.653687
	Iteration 0F: 2 clusters Score -771860.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -767005.437500 Penalty: 2845.307373
	Iteration 0F: 3 clusters Score -767005.4 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -768441.312500 Penalty: 2845.307373
	Iteration 1F: 3 clusters Score -768441.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -768633.250000 Penalty: 2845.307373
	Iteration 2F: 3 clusters Score -768633.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -768733.375000 Penalty: 2845.307373
	Iteration 3Q: 3 clusters Score -768733.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -768795.875000 Penalty: 2845.307373
	Iteration 4Q: 3 clusters Score -768795.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -768858.562500 Penalty: 2845.307373
	Iteration 5Q: 3 clusters Score -768858.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -768910.187500 Penalty: 2845.307373
	Iteration 6Q: 3 clusters Score -768910.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -768970.187500 Penalty: 2845.307373
	Iteration 7Q: 3 clusters Score -768970.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -769017.000000 Penalty: 2845.307373
	Iteration 8Q: 3 clusters Score -769017 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -769057.687500 Penalty: 2845.307373
	Iteration 9Q: 3 clusters Score -769057.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -769090.062500 Penalty: 2845.307373
	Iteration 10Q: 3 clusters Score -769090.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -769125.187500 Penalty: 2845.307373
	Iteration 11Q: 3 clusters Score -769125.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -769163.812500 Penalty: 2845.307373
	Iteration 12Q: 3 clusters Score -769163.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -769214.312500 Penalty: 2845.307373
	Iteration 13Q: 3 clusters Score -769214.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -769269.937500 Penalty: 2845.307373
	Iteration 14Q: 3 clusters Score -769269.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -769334.500000 Penalty: 2845.307373
	Iteration 15Q: 3 clusters Score -769334.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -769418.937500 Penalty: 2845.307373
	Iteration 16Q: 3 clusters Score -769418.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -769546.187500 Penalty: 2845.307373
	Iteration 17Q: 3 clusters Score -769546.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -769693.312500 Penalty: 2845.307373
	Iteration 18Q: 3 clusters Score -769693.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -769855.375000 Penalty: 2845.307373
	Iteration 19Q: 3 clusters Score -769855.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -770044.500000 Penalty: 2845.307373
	Iteration 20F: 3 clusters Score -770044.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -770208.875000 Penalty: 2845.307373
	Iteration 21Q: 3 clusters Score -770208.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -770320.125000 Penalty: 2845.307373
	Iteration 22Q: 3 clusters Score -770320.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -770406.937500 Penalty: 2845.307373
	Iteration 23Q: 3 clusters Score -770406.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -770463.937500 Penalty: 2845.307373
	Iteration 24Q: 3 clusters Score -770463.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -770498.625000 Penalty: 2845.307373
	Iteration 25Q: 3 clusters Score -770498.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -770535.062500 Penalty: 2845.307373
	Iteration 26Q: 3 clusters Score -770535.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -770558.312500 Penalty: 2845.307373
	Iteration 27Q: 3 clusters Score -770558.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -770573.875000 Penalty: 2845.307373
	Iteration 28Q: 3 clusters Score -770573.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -770582.937500 Penalty: 2845.307373
	Iteration 29Q: 3 clusters Score -770582.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -770593.187500 Penalty: 2845.307373
	Iteration 30Q: 3 clusters Score -770593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -770596.000000 Penalty: 2845.307373
	Iteration 31Q: 3 clusters Score -770596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -770600.062500 Penalty: 2845.307373
	Iteration 32Q: 3 clusters Score -770600.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -770602.687500 Penalty: 2845.307373
	Iteration 33Q: 3 clusters Score -770602.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -770605.625000 Penalty: 2845.307373
	Iteration 34Q: 3 clusters Score -770605.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -770605.625000 Penalty: 2845.307373
	Iteration 35F: 3 clusters Score -770605.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Entering Unmasked Estep 
Score: -7584537.000000 Penalty: 1790.476562
	Iteration 0F: 2 clusters Score -7584537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -7544527.000000 Penalty: 3580.953125
	Iteration 0F: 3 clusters Score -7544527 nChanged 28710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -7561215.000000 Penalty: 3580.953125
	Iteration 1F: 3 clusters Score -7561215 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -7561921.500000 Penalty: 3580.953125
	Iteration 2Q: 3 clusters Score -7561922 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -7562888.500000 Penalty: 3580.953125
	Iteration 3Q: 3 clusters Score -7562888 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -7564295.500000 Penalty: 3580.953125
	Iteration 4F: 3 clusters Score -7564296 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -7566146.000000 Penalty: 3580.953125
	Iteration 5F: 3 clusters Score -7566146 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -7568677.500000 Penalty: 3580.953125
	Iteration 6F: 3 clusters Score -7568678 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -7571612.500000 Penalty: 3580.953125
	Iteration 7F: 3 clusters Score -7571612 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -7574644.500000 Penalty: 3580.953125
	Iteration 8F: 3 clusters Score -7574644 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -7577496.500000 Penalty: 3580.953125
	Iteration 9F: 3 clusters Score -7577496 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -7579770.500000 Penalty: 3580.953125
	Iteration 10Q: 3 clusters Score -7579770 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7581397.500000 Penalty: 3580.953125
	Iteration 11Q: 3 clusters Score -7581398 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7582323.000000 Penalty: 3580.953125
	Iteration 12Q: 3 clusters Score -7582323 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7582817.000000 Penalty: 3580.953125
	Iteration 13Q: 3 clusters Score -7582817 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7583057.000000 Penalty: 3580.953125
	Iteration 14Q: 3 clusters Score -7583057 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7583188.000000 Penalty: 3580.953125
	Iteration 15Q: 3 clusters Score -7583188 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7583281.000000 Penalty: 3580.953125
	Iteration 16Q: 3 clusters Score -7583281 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60448 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7583331.000000 Penalty: 3580.953125
	Iteration 17Q: 3 clusters Score -7583331 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7583400.500000 Penalty: 3580.953125
	Iteration 18Q: 3 clusters Score -7583400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7583448.000000 Penalty: 3580.953125
	Iteration 19Q: 3 clusters Score -7583448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7583486.500000 Penalty: 3580.953125
	Iteration 20F: 3 clusters Score -7583486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7583510.500000 Penalty: 3580.953125
	Iteration 21Q: 3 clusters Score -7583510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60542 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7583515.500000 Penalty: 3580.953125
	Iteration 22Q: 3 clusters Score -7583516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7583519.500000 Penalty: 3580.953125
	Iteration 23Q: 3 clusters Score -7583520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7583535.000000 Penalty: 3580.953125
	Iteration 24Q: 3 clusters Score -7583535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7583548.000000 Penalty: 3580.953125
	Iteration 25Q: 3 clusters Score -7583548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7583548.500000 Penalty: 3580.953125
	Iteration 26Q: 3 clusters Score -7583548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7583552.500000 Penalty: 3580.953125
	Iteration 27Q: 3 clusters Score -7583552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7583547.000000 Penalty: 3580.953125
	Iteration 28Q: 3 clusters Score -7583547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7583549.500000 Penalty: 3580.953125
	Iteration 29Q: 3 clusters Score -7583550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7583549.500000 Penalty: 3580.953125
	Iteration 30F: 3 clusters Score -7583550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Entering Unmasked Estep 
Score: -1675324.000000 Penalty: 1551.275757
	Iteration 0F: 2 clusters Score -1675324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1665558.250000 Penalty: 3102.551514
	Iteration 0F: 3 clusters Score -1665558 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1669100.125000 Penalty: 3102.551514
	Iteration 1F: 3 clusters Score -1669100 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1669546.000000 Penalty: 3102.551514
	Iteration 2F: 3 clusters Score -1669546 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1669936.250000 Penalty: 3102.551514
	Iteration 3F: 3 clusters Score -1669936 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1670313.250000 Penalty: 3102.551514
	Iteration 4F: 3 clusters Score -1670313 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1670671.625000 Penalty: 3102.551514
	Iteration 5F: 3 clusters Score -1670672 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1670997.250000 Penalty: 3102.551514
	Iteration 6Q: 3 clusters Score -1670997 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1671322.375000 Penalty: 3102.551514
	Iteration 7Q: 3 clusters Score -1671322 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1671695.875000 Penalty: 3102.551514
	Iteration 8Q: 3 clusters Score -1671696 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1672169.750000 Penalty: 3102.551514
	Iteration 9Q: 3 clusters Score -1672170 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1672610.125000 Penalty: 3102.551514
	Iteration 10Q: 3 clusters Score -1672610 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1672899.625000 Penalty: 3102.551514
	Iteration 11Q: 3 clusters Score -1672900 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1673058.000000 Penalty: 3102.551514
	Iteration 12Q: 3 clusters Score -1673058 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1673167.000000 Penalty: 3102.551514
	Iteration 13Q: 3 clusters Score -1673167 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1673244.000000 Penalty: 3102.551514
	Iteration 14Q: 3 clusters Score -1673244 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1673296.125000 Penalty: 3102.551514
	Iteration 15Q: 3 clusters Score -1673296 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1673328.500000 Penalty: 3102.551514
	Iteration 16Q: 3 clusters Score -1673328 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1673361.625000 Penalty: 3102.551514
	Iteration 17Q: 3 clusters Score -1673362 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1673389.125000 Penalty: 3102.551514
	Iteration 18Q: 3 clusters Score -1673389 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1673418.875000 Penalty: 3102.551514
	Iteration 19Q: 3 clusters Score -1673419 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1673438.875000 Penalty: 3102.551514
	Iteration 20F: 3 clusters Score -1673439 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1673471.000000 Penalty: 3102.551514
	Iteration 21Q: 3 clusters Score -1673471 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1673513.875000 Penalty: 3102.551514
	Iteration 22Q: 3 clusters Score -1673514 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1673547.125000 Penalty: 3102.551514
	Iteration 23Q: 3 clusters Score -1673547 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1673573.250000 Penalty: 3102.551514
	Iteration 24Q: 3 clusters Score -1673573 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1673601.125000 Penalty: 3102.551514
	Iteration 25Q: 3 clusters Score -1673601 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1673632.000000 Penalty: 3102.551514
	Iteration 26Q: 3 clusters Score -1673632 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1673665.125000 Penalty: 3102.551514
	Iteration 27Q: 3 clusters Score -1673665 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1673719.625000 Penalty: 3102.551514
	Iteration 28Q: 3 clusters Score -1673720 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1673759.500000 Penalty: 3102.551514
	Iteration 29Q: 3 clusters Score -1673760 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1673798.875000 Penalty: 3102.551514
	Iteration 30Q: 3 clusters Score -1673799 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1673847.750000 Penalty: 3102.551514
	Iteration 31Q: 3 clusters Score -1673848 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1673890.250000 Penalty: 3102.551514
	Iteration 32Q: 3 clusters Score -1673890 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1673949.500000 Penalty: 3102.551514
	Iteration 33Q: 3 clusters Score -1673950 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1674000.250000 Penalty: 3102.551514
	Iteration 34Q: 3 clusters Score -1674000 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1674041.000000 Penalty: 3102.551514
	Iteration 35Q: 3 clusters Score -1674041 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1674080.625000 Penalty: 3102.551514
	Iteration 36Q: 3 clusters Score -1674081 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1674111.750000 Penalty: 3102.551514
	Iteration 37Q: 3 clusters Score -1674112 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1674143.000000 Penalty: 3102.551514
	Iteration 38Q: 3 clusters Score -1674143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1674174.125000 Penalty: 3102.551514
	Iteration 39Q: 3 clusters Score -1674174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1674195.625000 Penalty: 3102.551514
	Iteration 40F: 3 clusters Score -1674196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1674210.250000 Penalty: 3102.551514
	Iteration 41Q: 3 clusters Score -1674210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1674219.500000 Penalty: 3102.551514
	Iteration 42Q: 3 clusters Score -1674220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1674225.500000 Penalty: 3102.551514
	Iteration 43Q: 3 clusters Score -1674226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1674237.125000 Penalty: 3102.551514
	Iteration 44Q: 3 clusters Score -1674237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1674237.000000 Penalty: 3102.551514
	Iteration 45Q: 3 clusters Score -1674237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1674242.250000 Penalty: 3102.551514
	Iteration 46Q: 3 clusters Score -1674242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1674243.875000 Penalty: 3102.551514
	Iteration 47Q: 3 clusters Score -1674244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1674245.875000 Penalty: 3102.551514
	Iteration 48Q: 3 clusters Score -1674246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1674253.500000 Penalty: 3102.551514
	Iteration 49Q: 3 clusters Score -1674254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1674260.375000 Penalty: 3102.551514
	Iteration 50Q: 3 clusters Score -1674260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1674269.500000 Penalty: 3102.551514
	Iteration 51Q: 3 clusters Score -1674270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1674271.750000 Penalty: 3102.551514
	Iteration 52Q: 3 clusters Score -1674272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1674277.125000 Penalty: 3102.551514
	Iteration 53Q: 3 clusters Score -1674277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1674278.125000 Penalty: 3102.551514
	Iteration 54Q: 3 clusters Score -1674278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1674285.875000 Penalty: 3102.551514
	Iteration 55Q: 3 clusters Score -1674286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1674289.375000 Penalty: 3102.551514
	Iteration 56Q: 3 clusters Score -1674289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1674292.125000 Penalty: 3102.551514
	Iteration 57Q: 3 clusters Score -1674292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1674291.375000 Penalty: 3102.551514
	Iteration 58Q: 3 clusters Score -1674291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1674291.500000 Penalty: 3102.551514
	Iteration 59Q: 3 clusters Score -1674292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1674296.750000 Penalty: 3102.551514
	Iteration 60F: 3 clusters Score -1674297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1674299.500000 Penalty: 3102.551514
	Iteration 61Q: 3 clusters Score -1674300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1674304.500000 Penalty: 3102.551514
	Iteration 62Q: 3 clusters Score -1674304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1674307.125000 Penalty: 3102.551514
	Iteration 63Q: 3 clusters Score -1674307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1674308.375000 Penalty: 3102.551514
	Iteration 64Q: 3 clusters Score -1674308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1674310.500000 Penalty: 3102.551514
	Iteration 65Q: 3 clusters Score -1674310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1674313.500000 Penalty: 3102.551514
	Iteration 66Q: 3 clusters Score -1674314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1674310.375000 Penalty: 3102.551514
	Iteration 67Q: 3 clusters Score -1674310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1674310.500000 Penalty: 3102.551514
	Iteration 68Q: 3 clusters Score -1674310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1674311.375000 Penalty: 3102.551514
	Iteration 69Q: 3 clusters Score -1674311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1674311.750000 Penalty: 3102.551514
	Iteration 70Q: 3 clusters Score -1674312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1674310.875000 Penalty: 3102.551514
	Iteration 71Q: 3 clusters Score -1674311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1674313.000000 Penalty: 3102.551514
	Iteration 72Q: 3 clusters Score -1674313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1674313.000000 Penalty: 3102.551514
	Iteration 73Q: 3 clusters Score -1674313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1674314.625000 Penalty: 3102.551514
	Iteration 74Q: 3 clusters Score -1674315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1674312.125000 Penalty: 3102.551514
	Iteration 75Q: 3 clusters Score -1674312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1674312.875000 Penalty: 3102.551514
	Iteration 76Q: 3 clusters Score -1674313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1674316.750000 Penalty: 3102.551514
	Iteration 77Q: 3 clusters Score -1674317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1674316.250000 Penalty: 3102.551514
	Iteration 78Q: 3 clusters Score -1674316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1674316.625000 Penalty: 3102.551514
	Iteration 79Q: 3 clusters Score -1674317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1674317.375000 Penalty: 3102.551514
	Iteration 80F: 3 clusters Score -1674317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1674320.250000 Penalty: 3102.551514
	Iteration 81Q: 3 clusters Score -1674320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1674319.125000 Penalty: 3102.551514
	Iteration 82Q: 3 clusters Score -1674319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1674318.750000 Penalty: 3102.551514
	Iteration 83Q: 3 clusters Score -1674319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1674319.625000 Penalty: 3102.551514
	Iteration 84Q: 3 clusters Score -1674320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1674317.750000 Penalty: 3102.551514
	Iteration 85Q: 3 clusters Score -1674318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1674320.500000 Penalty: 3102.551514
	Iteration 86Q: 3 clusters Score -1674320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1674319.000000 Penalty: 3102.551514
	Iteration 87Q: 3 clusters Score -1674319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1674319.000000 Penalty: 3102.551514
	Iteration 88F: 3 clusters Score -1674319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -286440.031250 Penalty: 1274.943726
	Iteration 0F: 2 clusters Score -286440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -284003.093750 Penalty: 2549.887451
	Iteration 0F: 3 clusters Score -284003.1 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -284616.562500 Penalty: 2549.887451
	Iteration 1F: 3 clusters Score -284616.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -284826.937500 Penalty: 2549.887451
	Iteration 2F: 3 clusters Score -284826.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -284983.781250 Penalty: 2549.887451
	Iteration 3F: 3 clusters Score -284983.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -285097.593750 Penalty: 2549.887451
	Iteration 4F: 3 clusters Score -285097.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -285176.718750 Penalty: 2549.887451
	Iteration 5Q: 3 clusters Score -285176.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -285243.875000 Penalty: 2549.887451
	Iteration 6Q: 3 clusters Score -285243.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -285299.968750 Penalty: 2549.887451
	Iteration 7Q: 3 clusters Score -285300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -285342.656250 Penalty: 2549.887451
	Iteration 8Q: 3 clusters Score -285342.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -285372.406250 Penalty: 2549.887451
	Iteration 9Q: 3 clusters Score -285372.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -285398.125000 Penalty: 2549.887451
	Iteration 10Q: 3 clusters Score -285398.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -285416.187500 Penalty: 2549.887451
	Iteration 11Q: 3 clusters Score -285416.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -285428.843750 Penalty: 2549.887451
	Iteration 12Q: 3 clusters Score -285428.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -285439.281250 Penalty: 2549.887451
	Iteration 13Q: 3 clusters Score -285439.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -285447.562500 Penalty: 2549.887451
	Iteration 14Q: 3 clusters Score -285447.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -285450.687500 Penalty: 2549.887451
	Iteration 15Q: 3 clusters Score -285450.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -285452.375000 Penalty: 2549.887451
	Iteration 16Q: 3 clusters Score -285452.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -285455.156250 Penalty: 2549.887451
	Iteration 17Q: 3 clusters Score -285455.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -285458.843750 Penalty: 2549.887451
	Iteration 18Q: 3 clusters Score -285458.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -285464.437500 Penalty: 2549.887451
	Iteration 19Q: 3 clusters Score -285464.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -285467.562500 Penalty: 2549.887451
	Iteration 20F: 3 clusters Score -285467.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -285470.187500 Penalty: 2549.887451
	Iteration 21Q: 3 clusters Score -285470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -285472.125000 Penalty: 2549.887451
	Iteration 22Q: 3 clusters Score -285472.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -285475.437500 Penalty: 2549.887451
	Iteration 23Q: 3 clusters Score -285475.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -285476.656250 Penalty: 2549.887451
	Iteration 24Q: 3 clusters Score -285476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -285477.187500 Penalty: 2549.887451
	Iteration 25Q: 3 clusters Score -285477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -285477.187500 Penalty: 2549.887451
	Iteration 26F: 3 clusters Score -285477.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Entering Unmasked Estep 
Score: -1015836.937500 Penalty: 1460.561646
	Iteration 0F: 2 clusters Score -1015837 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 4062 members 
Entering Unmasked Estep 
Score: -1009951.375000 Penalty: 2921.123291
	Iteration 0F: 3 clusters Score -1009951 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1011748.562500 Penalty: 2921.123291
	Iteration 1F: 3 clusters Score -1011749 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1011941.500000 Penalty: 2921.123291
	Iteration 2F: 3 clusters Score -1011942 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1012107.375000 Penalty: 2921.123291
	Iteration 3F: 3 clusters Score -1012107 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1012263.687500 Penalty: 2921.123291
	Iteration 4Q: 3 clusters Score -1012264 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1012425.437500 Penalty: 2921.123291
	Iteration 5Q: 3 clusters Score -1012425 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1012612.125000 Penalty: 2921.123291
	Iteration 6Q: 3 clusters Score -1012612 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1012857.812500 Penalty: 2921.123291
	Iteration 7Q: 3 clusters Score -1012858 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1013156.062500 Penalty: 2921.123291
	Iteration 8F: 3 clusters Score -1013156 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1013548.562500 Penalty: 2921.123291
	Iteration 9F: 3 clusters Score -1013549 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1013912.625000 Penalty: 2921.123291
	Iteration 10F: 3 clusters Score -1013913 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1014210.500000 Penalty: 2921.123291
	Iteration 11Q: 3 clusters Score -1014210 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1014413.812500 Penalty: 2921.123291
	Iteration 12Q: 3 clusters Score -1014414 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1014518.625000 Penalty: 2921.123291
	Iteration 13Q: 3 clusters Score -1014519 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1014589.875000 Penalty: 2921.123291
	Iteration 14Q: 3 clusters Score -1014590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1014625.125000 Penalty: 2921.123291
	Iteration 15Q: 3 clusters Score -1014625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1014637.750000 Penalty: 2921.123291
	Iteration 16Q: 3 clusters Score -1014638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1014653.062500 Penalty: 2921.123291
	Iteration 17Q: 3 clusters Score -1014653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1014665.312500 Penalty: 2921.123291
	Iteration 18Q: 3 clusters Score -1014665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1014674.375000 Penalty: 2921.123291
	Iteration 19Q: 3 clusters Score -1014674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1014681.187500 Penalty: 2921.123291
	Iteration 20F: 3 clusters Score -1014681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1014687.937500 Penalty: 2921.123291
	Iteration 21Q: 3 clusters Score -1014688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1014692.062500 Penalty: 2921.123291
	Iteration 22Q: 3 clusters Score -1014692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1014695.000000 Penalty: 2921.123291
	Iteration 23Q: 3 clusters Score -1014695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1014695.000000 Penalty: 2921.123291
	Iteration 24F: 3 clusters Score -1014695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Entering Unmasked Estep 
Score: -1800898.250000 Penalty: 1553.536133
	Iteration 0F: 2 clusters Score -1800898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1791030.500000 Penalty: 3107.072266
	Iteration 0F: 3 clusters Score -1791030 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1794339.750000 Penalty: 3107.072266
	Iteration 1F: 3 clusters Score -1794340 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1794592.875000 Penalty: 3107.072266
	Iteration 2F: 3 clusters Score -1794593 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1794788.000000 Penalty: 3107.072266
	Iteration 3Q: 3 clusters Score -1794788 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1794958.000000 Penalty: 3107.072266
	Iteration 4Q: 3 clusters Score -1794958 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1795116.250000 Penalty: 3107.072266
	Iteration 5Q: 3 clusters Score -1795116 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1795249.000000 Penalty: 3107.072266
	Iteration 6Q: 3 clusters Score -1795249 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1795392.625000 Penalty: 3107.072266
	Iteration 7Q: 3 clusters Score -1795393 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1795580.500000 Penalty: 3107.072266
	Iteration 8Q: 3 clusters Score -1795580 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1795777.625000 Penalty: 3107.072266
	Iteration 9Q: 3 clusters Score -1795778 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1796013.500000 Penalty: 3107.072266
	Iteration 10Q: 3 clusters Score -1796014 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1796306.250000 Penalty: 3107.072266
	Iteration 11Q: 3 clusters Score -1796306 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1796645.875000 Penalty: 3107.072266
	Iteration 12Q: 3 clusters Score -1796646 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1796953.375000 Penalty: 3107.072266
	Iteration 13Q: 3 clusters Score -1796953 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1797204.875000 Penalty: 3107.072266
	Iteration 14Q: 3 clusters Score -1797205 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1797413.125000 Penalty: 3107.072266
	Iteration 15Q: 3 clusters Score -1797413 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1797557.625000 Penalty: 3107.072266
	Iteration 16Q: 3 clusters Score -1797558 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1797668.000000 Penalty: 3107.072266
	Iteration 17Q: 3 clusters Score -1797668 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1797769.375000 Penalty: 3107.072266
	Iteration 18Q: 3 clusters Score -1797769 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1797849.875000 Penalty: 3107.072266
	Iteration 19Q: 3 clusters Score -1797850 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1797909.375000 Penalty: 3107.072266
	Iteration 20F: 3 clusters Score -1797909 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1797959.750000 Penalty: 3107.072266
	Iteration 21Q: 3 clusters Score -1797960 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1798004.625000 Penalty: 3107.072266
	Iteration 22Q: 3 clusters Score -1798005 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1798050.000000 Penalty: 3107.072266
	Iteration 23Q: 3 clusters Score -1798050 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1798116.500000 Penalty: 3107.072266
	Iteration 24Q: 3 clusters Score -1798116 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1798183.625000 Penalty: 3107.072266
	Iteration 25Q: 3 clusters Score -1798184 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1798256.375000 Penalty: 3107.072266
	Iteration 26Q: 3 clusters Score -1798256 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1798321.125000 Penalty: 3107.072266
	Iteration 27Q: 3 clusters Score -1798321 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1798376.500000 Penalty: 3107.072266
	Iteration 28Q: 3 clusters Score -1798376 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1798430.250000 Penalty: 3107.072266
	Iteration 29Q: 3 clusters Score -1798430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1798493.000000 Penalty: 3107.072266
	Iteration 30Q: 3 clusters Score -1798493 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1798576.500000 Penalty: 3107.072266
	Iteration 31Q: 3 clusters Score -1798576 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1798646.500000 Penalty: 3107.072266
	Iteration 32Q: 3 clusters Score -1798646 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1798718.375000 Penalty: 3107.072266
	Iteration 33Q: 3 clusters Score -1798718 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1798793.125000 Penalty: 3107.072266
	Iteration 34Q: 3 clusters Score -1798793 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1798851.375000 Penalty: 3107.072266
	Iteration 35Q: 3 clusters Score -1798851 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1798922.250000 Penalty: 3107.072266
	Iteration 36Q: 3 clusters Score -1798922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1798989.125000 Penalty: 3107.072266
	Iteration 37Q: 3 clusters Score -1798989 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1799048.625000 Penalty: 3107.072266
	Iteration 38Q: 3 clusters Score -1799049 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1799086.875000 Penalty: 3107.072266
	Iteration 39Q: 3 clusters Score -1799087 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1799121.625000 Penalty: 3107.072266
	Iteration 40F: 3 clusters Score -1799122 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1799150.625000 Penalty: 3107.072266
	Iteration 41Q: 3 clusters Score -1799151 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1799182.000000 Penalty: 3107.072266
	Iteration 42Q: 3 clusters Score -1799182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1799204.750000 Penalty: 3107.072266
	Iteration 43Q: 3 clusters Score -1799205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1799229.625000 Penalty: 3107.072266
	Iteration 44Q: 3 clusters Score -1799230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1799250.750000 Penalty: 3107.072266
	Iteration 45Q: 3 clusters Score -1799251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1799258.875000 Penalty: 3107.072266
	Iteration 46Q: 3 clusters Score -1799259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1799264.500000 Penalty: 3107.072266
	Iteration 47Q: 3 clusters Score -1799264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1799272.250000 Penalty: 3107.072266
	Iteration 48Q: 3 clusters Score -1799272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1799281.500000 Penalty: 3107.072266
	Iteration 49Q: 3 clusters Score -1799282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1799286.375000 Penalty: 3107.072266
	Iteration 50Q: 3 clusters Score -1799286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1799297.750000 Penalty: 3107.072266
	Iteration 51Q: 3 clusters Score -1799298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1799303.875000 Penalty: 3107.072266
	Iteration 52Q: 3 clusters Score -1799304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1799311.250000 Penalty: 3107.072266
	Iteration 53Q: 3 clusters Score -1799311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1799321.625000 Penalty: 3107.072266
	Iteration 54Q: 3 clusters Score -1799322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1799326.875000 Penalty: 3107.072266
	Iteration 55Q: 3 clusters Score -1799327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1799338.000000 Penalty: 3107.072266
	Iteration 56Q: 3 clusters Score -1799338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1799342.500000 Penalty: 3107.072266
	Iteration 57Q: 3 clusters Score -1799342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1799358.375000 Penalty: 3107.072266
	Iteration 58Q: 3 clusters Score -1799358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1799373.750000 Penalty: 3107.072266
	Iteration 59Q: 3 clusters Score -1799374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1799385.375000 Penalty: 3107.072266
	Iteration 60F: 3 clusters Score -1799385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1799393.625000 Penalty: 3107.072266
	Iteration 61Q: 3 clusters Score -1799394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1799400.625000 Penalty: 3107.072266
	Iteration 62Q: 3 clusters Score -1799401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1799400.125000 Penalty: 3107.072266
	Iteration 63Q: 3 clusters Score -1799400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1799402.750000 Penalty: 3107.072266
	Iteration 64Q: 3 clusters Score -1799403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1799408.625000 Penalty: 3107.072266
	Iteration 65Q: 3 clusters Score -1799409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1799410.250000 Penalty: 3107.072266
	Iteration 66Q: 3 clusters Score -1799410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1799415.000000 Penalty: 3107.072266
	Iteration 67Q: 3 clusters Score -1799415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1799417.375000 Penalty: 3107.072266
	Iteration 68Q: 3 clusters Score -1799417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1799418.000000 Penalty: 3107.072266
	Iteration 69Q: 3 clusters Score -1799418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1799417.125000 Penalty: 3107.072266
	Iteration 70Q: 3 clusters Score -1799417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1799417.000000 Penalty: 3107.072266
	Iteration 71Q: 3 clusters Score -1799417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1799417.250000 Penalty: 3107.072266
	Iteration 72Q: 3 clusters Score -1799417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1799418.125000 Penalty: 3107.072266
	Iteration 73Q: 3 clusters Score -1799418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1799416.750000 Penalty: 3107.072266
	Iteration 74Q: 3 clusters Score -1799417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1799419.250000 Penalty: 3107.072266
	Iteration 75Q: 3 clusters Score -1799419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1799420.625000 Penalty: 3107.072266
	Iteration 76Q: 3 clusters Score -1799421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1799424.750000 Penalty: 3107.072266
	Iteration 77Q: 3 clusters Score -1799425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1799428.250000 Penalty: 3107.072266
	Iteration 78Q: 3 clusters Score -1799428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1799427.500000 Penalty: 3107.072266
	Iteration 79Q: 3 clusters Score -1799428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1799425.875000 Penalty: 3107.072266
	Iteration 80F: 3 clusters Score -1799426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1799427.250000 Penalty: 3107.072266
	Iteration 81Q: 3 clusters Score -1799427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1799427.750000 Penalty: 3107.072266
	Iteration 82Q: 3 clusters Score -1799428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1799426.750000 Penalty: 3107.072266
	Iteration 83Q: 3 clusters Score -1799427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1799430.625000 Penalty: 3107.072266
	Iteration 84Q: 3 clusters Score -1799431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1799434.875000 Penalty: 3107.072266
	Iteration 85Q: 3 clusters Score -1799435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1799433.750000 Penalty: 3107.072266
	Iteration 86Q: 3 clusters Score -1799434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1799438.000000 Penalty: 3107.072266
	Iteration 87Q: 3 clusters Score -1799438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1799444.250000 Penalty: 3107.072266
	Iteration 88Q: 3 clusters Score -1799444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1799448.375000 Penalty: 3107.072266
	Iteration 89Q: 3 clusters Score -1799448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1799453.375000 Penalty: 3107.072266
	Iteration 90Q: 3 clusters Score -1799453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1799458.375000 Penalty: 3107.072266
	Iteration 91Q: 3 clusters Score -1799458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1799461.875000 Penalty: 3107.072266
	Iteration 92Q: 3 clusters Score -1799462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1799462.750000 Penalty: 3107.072266
	Iteration 93Q: 3 clusters Score -1799463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1799461.125000 Penalty: 3107.072266
	Iteration 94Q: 3 clusters Score -1799461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1799462.375000 Penalty: 3107.072266
	Iteration 95Q: 3 clusters Score -1799462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1799462.750000 Penalty: 3107.072266
	Iteration 96Q: 3 clusters Score -1799463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1799464.625000 Penalty: 3107.072266
	Iteration 97Q: 3 clusters Score -1799465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1799466.000000 Penalty: 3107.072266
	Iteration 98Q: 3 clusters Score -1799466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1799468.500000 Penalty: 3107.072266
	Iteration 99Q: 3 clusters Score -1799468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1799466.625000 Penalty: 3107.072266
	Iteration 100F: 3 clusters Score -1799467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1799468.250000 Penalty: 3107.072266
	Iteration 101Q: 3 clusters Score -1799468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1799469.625000 Penalty: 3107.072266
	Iteration 102Q: 3 clusters Score -1799470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1799472.000000 Penalty: 3107.072266
	Iteration 103Q: 3 clusters Score -1799472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1799473.000000 Penalty: 3107.072266
	Iteration 104Q: 3 clusters Score -1799473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1799475.750000 Penalty: 3107.072266
	Iteration 105Q: 3 clusters Score -1799476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1799475.625000 Penalty: 3107.072266
	Iteration 106Q: 3 clusters Score -1799476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1799475.500000 Penalty: 3107.072266
	Iteration 107Q: 3 clusters Score -1799476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1799480.125000 Penalty: 3107.072266
	Iteration 108Q: 3 clusters Score -1799480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1799481.750000 Penalty: 3107.072266
	Iteration 109Q: 3 clusters Score -1799482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1799483.500000 Penalty: 3107.072266
	Iteration 110Q: 3 clusters Score -1799484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1799485.875000 Penalty: 3107.072266
	Iteration 111Q: 3 clusters Score -1799486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1799487.000000 Penalty: 3107.072266
	Iteration 112Q: 3 clusters Score -1799487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1799491.000000 Penalty: 3107.072266
	Iteration 113Q: 3 clusters Score -1799491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1799493.125000 Penalty: 3107.072266
	Iteration 114Q: 3 clusters Score -1799493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1799491.750000 Penalty: 3107.072266
	Iteration 115Q: 3 clusters Score -1799492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1799494.750000 Penalty: 3107.072266
	Iteration 116Q: 3 clusters Score -1799495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1799496.000000 Penalty: 3107.072266
	Iteration 117Q: 3 clusters Score -1799496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1799496.000000 Penalty: 3107.072266
	Iteration 118F: 3 clusters Score -1799496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Entering Unmasked Estep 
Score: -5377936.500000 Penalty: 1734.286133
	Iteration 0F: 2 clusters Score -5377936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -5348850.500000 Penalty: 3468.572266
	Iteration 0F: 3 clusters Score -5348850 nChanged 20280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -5360233.000000 Penalty: 3468.572266
	Iteration 1F: 3 clusters Score -5360233 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -5360615.000000 Penalty: 3468.572266
	Iteration 2Q: 3 clusters Score -5360615 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -5360981.500000 Penalty: 3468.572266
	Iteration 3Q: 3 clusters Score -5360982 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -5361452.500000 Penalty: 3468.572266
	Iteration 4Q: 3 clusters Score -5361452 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -5361956.500000 Penalty: 3468.572266
	Iteration 5Q: 3 clusters Score -5361956 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -5362511.500000 Penalty: 3468.572266
	Iteration 6Q: 3 clusters Score -5362512 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -5363062.000000 Penalty: 3468.572266
	Iteration 7Q: 3 clusters Score -5363062 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -5363775.500000 Penalty: 3468.572266
	Iteration 8Q: 3 clusters Score -5363776 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -5364544.500000 Penalty: 3468.572266
	Iteration 9Q: 3 clusters Score -5364544 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -5365219.500000 Penalty: 3468.572266
	Iteration 10Q: 3 clusters Score -5365220 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -5365875.500000 Penalty: 3468.572266
	Iteration 11Q: 3 clusters Score -5365876 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -5366418.500000 Penalty: 3468.572266
	Iteration 12Q: 3 clusters Score -5366418 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5366905.000000 Penalty: 3468.572266
	Iteration 13Q: 3 clusters Score -5366905 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -5367346.500000 Penalty: 3468.572266
	Iteration 14Q: 3 clusters Score -5367346 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -5367751.000000 Penalty: 3468.572266
	Iteration 15Q: 3 clusters Score -5367751 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -5368196.500000 Penalty: 3468.572266
	Iteration 16Q: 3 clusters Score -5368196 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -5368647.000000 Penalty: 3468.572266
	Iteration 17Q: 3 clusters Score -5368647 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -5369101.500000 Penalty: 3468.572266
	Iteration 18Q: 3 clusters Score -5369102 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -5369544.500000 Penalty: 3468.572266
	Iteration 19Q: 3 clusters Score -5369544 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -5369891.000000 Penalty: 3468.572266
	Iteration 20F: 3 clusters Score -5369891 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -5370281.500000 Penalty: 3468.572266
	Iteration 21Q: 3 clusters Score -5370282 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -5370627.000000 Penalty: 3468.572266
	Iteration 22Q: 3 clusters Score -5370627 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -5370978.000000 Penalty: 3468.572266
	Iteration 23Q: 3 clusters Score -5370978 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -5371253.500000 Penalty: 3468.572266
	Iteration 24Q: 3 clusters Score -5371254 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -5371577.000000 Penalty: 3468.572266
	Iteration 25Q: 3 clusters Score -5371577 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -5371872.000000 Penalty: 3468.572266
	Iteration 26Q: 3 clusters Score -5371872 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -5372155.000000 Penalty: 3468.572266
	Iteration 27Q: 3 clusters Score -5372155 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -5372486.500000 Penalty: 3468.572266
	Iteration 28Q: 3 clusters Score -5372486 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -5372802.000000 Penalty: 3468.572266
	Iteration 29Q: 3 clusters Score -5372802 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -5373113.000000 Penalty: 3468.572266
	Iteration 30Q: 3 clusters Score -5373113 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -5373499.500000 Penalty: 3468.572266
	Iteration 31Q: 3 clusters Score -5373500 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -5373880.000000 Penalty: 3468.572266
	Iteration 32Q: 3 clusters Score -5373880 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -5374224.500000 Penalty: 3468.572266
	Iteration 33Q: 3 clusters Score -5374224 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -5374532.500000 Penalty: 3468.572266
	Iteration 34Q: 3 clusters Score -5374532 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5374823.500000 Penalty: 3468.572266
	Iteration 35Q: 3 clusters Score -5374824 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5375098.500000 Penalty: 3468.572266
	Iteration 36Q: 3 clusters Score -5375098 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5375334.500000 Penalty: 3468.572266
	Iteration 37Q: 3 clusters Score -5375334 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5375529.000000 Penalty: 3468.572266
	Iteration 38Q: 3 clusters Score -5375529 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5375697.500000 Penalty: 3468.572266
	Iteration 39Q: 3 clusters Score -5375698 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5375858.500000 Penalty: 3468.572266
	Iteration 40F: 3 clusters Score -5375858 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5375957.000000 Penalty: 3468.572266
	Iteration 41Q: 3 clusters Score -5375957 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5376045.000000 Penalty: 3468.572266
	Iteration 42Q: 3 clusters Score -5376045 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5376117.500000 Penalty: 3468.572266
	Iteration 43Q: 3 clusters Score -5376118 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5376181.500000 Penalty: 3468.572266
	Iteration 44Q: 3 clusters Score -5376182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5376228.500000 Penalty: 3468.572266
	Iteration 45Q: 3 clusters Score -5376228 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5376269.500000 Penalty: 3468.572266
	Iteration 46Q: 3 clusters Score -5376270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5376285.000000 Penalty: 3468.572266
	Iteration 47Q: 3 clusters Score -5376285 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5376310.000000 Penalty: 3468.572266
	Iteration 48Q: 3 clusters Score -5376310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5376323.500000 Penalty: 3468.572266
	Iteration 49Q: 3 clusters Score -5376324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5376349.500000 Penalty: 3468.572266
	Iteration 50Q: 3 clusters Score -5376350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5376363.500000 Penalty: 3468.572266
	Iteration 51Q: 3 clusters Score -5376364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5376372.000000 Penalty: 3468.572266
	Iteration 52Q: 3 clusters Score -5376372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5376390.000000 Penalty: 3468.572266
	Iteration 53Q: 3 clusters Score -5376390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5376392.000000 Penalty: 3468.572266
	Iteration 54Q: 3 clusters Score -5376392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5376403.000000 Penalty: 3468.572266
	Iteration 55Q: 3 clusters Score -5376403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5376411.000000 Penalty: 3468.572266
	Iteration 56Q: 3 clusters Score -5376411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5376421.500000 Penalty: 3468.572266
	Iteration 57Q: 3 clusters Score -5376422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5376425.000000 Penalty: 3468.572266
	Iteration 58Q: 3 clusters Score -5376425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5376430.000000 Penalty: 3468.572266
	Iteration 59Q: 3 clusters Score -5376430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5376428.500000 Penalty: 3468.572266
	Iteration 60F: 3 clusters Score -5376428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5376433.000000 Penalty: 3468.572266
	Iteration 61Q: 3 clusters Score -5376433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5376435.000000 Penalty: 3468.572266
	Iteration 62Q: 3 clusters Score -5376435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5376443.000000 Penalty: 3468.572266
	Iteration 63Q: 3 clusters Score -5376443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5376453.000000 Penalty: 3468.572266
	Iteration 64Q: 3 clusters Score -5376453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5376463.500000 Penalty: 3468.572266
	Iteration 65Q: 3 clusters Score -5376464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5376461.500000 Penalty: 3468.572266
	Iteration 66Q: 3 clusters Score -5376462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5376466.500000 Penalty: 3468.572266
	Iteration 67Q: 3 clusters Score -5376466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5376467.000000 Penalty: 3468.572266
	Iteration 68Q: 3 clusters Score -5376467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5376470.500000 Penalty: 3468.572266
	Iteration 69Q: 3 clusters Score -5376470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5376467.500000 Penalty: 3468.572266
	Iteration 70Q: 3 clusters Score -5376468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5376468.000000 Penalty: 3468.572266
	Iteration 71Q: 3 clusters Score -5376468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5376468.500000 Penalty: 3468.572266
	Iteration 72Q: 3 clusters Score -5376468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5376477.500000 Penalty: 3468.572266
	Iteration 73Q: 3 clusters Score -5376478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5376477.500000 Penalty: 3468.572266
	Iteration 74Q: 3 clusters Score -5376478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5376477.500000 Penalty: 3468.572266
	Iteration 75F: 3 clusters Score -5376478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Entering Unmasked Estep 
Score: -5506119.500000 Penalty: 1735.639893
	Iteration 0F: 2 clusters Score -5506120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -5477030.000000 Penalty: 3471.279785
	Iteration 0F: 3 clusters Score -5477030 nChanged 20341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -5488344.000000 Penalty: 3471.279785
	Iteration 1F: 3 clusters Score -5488344 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -5488858.500000 Penalty: 3471.279785
	Iteration 2Q: 3 clusters Score -5488858 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -5489656.500000 Penalty: 3471.279785
	Iteration 3Q: 3 clusters Score -5489656 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -5491023.000000 Penalty: 3471.279785
	Iteration 4F: 3 clusters Score -5491023 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -5493511.500000 Penalty: 3471.279785
	Iteration 5F: 3 clusters Score -5493512 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -5497195.000000 Penalty: 3471.279785
	Iteration 6F: 3 clusters Score -5497195 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -5501026.000000 Penalty: 3471.279785
	Iteration 7F: 3 clusters Score -5501026 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -5503349.000000 Penalty: 3471.279785
	Iteration 8F: 3 clusters Score -5503349 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -5504203.000000 Penalty: 3471.279785
	Iteration 9Q: 3 clusters Score -5504203 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -5504427.000000 Penalty: 3471.279785
	Iteration 10Q: 3 clusters Score -5504427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -5504494.000000 Penalty: 3471.279785
	Iteration 11Q: 3 clusters Score -5504494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -5504527.500000 Penalty: 3471.279785
	Iteration 12Q: 3 clusters Score -5504528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -5504544.000000 Penalty: 3471.279785
	Iteration 13Q: 3 clusters Score -5504544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -5504564.500000 Penalty: 3471.279785
	Iteration 14Q: 3 clusters Score -5504564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -5504575.000000 Penalty: 3471.279785
	Iteration 15Q: 3 clusters Score -5504575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -5504583.000000 Penalty: 3471.279785
	Iteration 16Q: 3 clusters Score -5504583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -5504588.500000 Penalty: 3471.279785
	Iteration 17Q: 3 clusters Score -5504588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -5504596.500000 Penalty: 3471.279785
	Iteration 18Q: 3 clusters Score -5504596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -5504596.500000 Penalty: 3471.279785
	Iteration 19F: 3 clusters Score -5504596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 30285 members 
Mstep: Class 4 contains 26502 members 
Mstep: Class 5 contains 6389 members 
Mstep: Class 6 contains 37025 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 9462 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 8274 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 20306 members 
Mstep: Class 16 contains 75330 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6341 members 
Mstep: Class 20 contains 60981 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8007 members 
Mstep: Class 24 contains 14189 members 
Mstep: Class 25 contains 43154 members 
Mstep: Class 26 contains 43515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657616.000000 Penalty: 55564.910156
Iteration 359Q: 27 clusters Score -6.265762e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 30282 members 
Mstep: Class 4 contains 26501 members 
Mstep: Class 5 contains 6385 members 
Mstep: Class 6 contains 37025 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 9465 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 8233 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 20306 members 
Mstep: Class 16 contains 75341 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6342 members 
Mstep: Class 20 contains 60998 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8006 members 
Mstep: Class 24 contains 14188 members 
Mstep: Class 25 contains 43165 members 
Mstep: Class 26 contains 43514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657596.000000 Penalty: 55564.910156
Iteration 360F: 27 clusters Score -6.26576e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3878 members 
Mstep: Class 3 contains 30283 members 
Mstep: Class 4 contains 26503 members 
Mstep: Class 5 contains 6386 members 
Mstep: Class 6 contains 37025 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 9465 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 8196 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 20302 members 
Mstep: Class 16 contains 75352 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 61016 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8006 members 
Mstep: Class 24 contains 14186 members 
Mstep: Class 25 contains 43172 members 
Mstep: Class 26 contains 43514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657636.000000 Penalty: 55564.910156
Iteration 361Q: 27 clusters Score -6.265764e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3878 members 
Mstep: Class 3 contains 30284 members 
Mstep: Class 4 contains 26505 members 
Mstep: Class 5 contains 6385 members 
Mstep: Class 6 contains 37027 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3247 members 
Mstep: Class 9 contains 9464 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 8162 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 20298 members 
Mstep: Class 16 contains 75352 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6344 members 
Mstep: Class 20 contains 61042 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8006 members 
Mstep: Class 24 contains 14186 members 
Mstep: Class 25 contains 43175 members 
Mstep: Class 26 contains 43514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657616.000000 Penalty: 55564.910156
Iteration 362Q: 27 clusters Score -6.265762e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3880 members 
Mstep: Class 3 contains 30282 members 
Mstep: Class 4 contains 26507 members 
Mstep: Class 5 contains 6384 members 
Mstep: Class 6 contains 37032 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3250 members 
Mstep: Class 9 contains 9462 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 8126 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 20295 members 
Mstep: Class 16 contains 75357 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 61070 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8006 members 
Mstep: Class 24 contains 14186 members 
Mstep: Class 25 contains 43177 members 
Mstep: Class 26 contains 43513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657688.000000 Penalty: 55564.910156
Iteration 363Q: 27 clusters Score -6.265769e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3880 members 
Mstep: Class 3 contains 30282 members 
Mstep: Class 4 contains 26508 members 
Mstep: Class 5 contains 6384 members 
Mstep: Class 6 contains 37034 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3253 members 
Mstep: Class 9 contains 9460 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 8100 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 20293 members 
Mstep: Class 16 contains 75359 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 61085 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8006 members 
Mstep: Class 24 contains 14186 members 
Mstep: Class 25 contains 43185 members 
Mstep: Class 26 contains 43513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657588.000000 Penalty: 55564.910156
Iteration 364Q: 27 clusters Score -6.265759e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 30280 members 
Mstep: Class 4 contains 26509 members 
Mstep: Class 5 contains 6380 members 
Mstep: Class 6 contains 37036 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 9462 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 8057 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 20288 members 
Mstep: Class 16 contains 75363 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 61124 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8006 members 
Mstep: Class 24 contains 14186 members 
Mstep: Class 25 contains 43183 members 
Mstep: Class 26 contains 43512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657604.000000 Penalty: 55564.910156
Iteration 365Q: 27 clusters Score -6.26576e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3878 members 
Mstep: Class 3 contains 30281 members 
Mstep: Class 4 contains 26508 members 
Mstep: Class 5 contains 6375 members 
Mstep: Class 6 contains 37036 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3262 members 
Mstep: Class 9 contains 9464 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 3255 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 8012 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 20283 members 
Mstep: Class 16 contains 75374 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 61166 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8005 members 
Mstep: Class 24 contains 14186 members 
Mstep: Class 25 contains 43178 members 
Mstep: Class 26 contains 43512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657736.000000 Penalty: 55564.910156
Iteration 366Q: 27 clusters Score -6.265774e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 30281 members 
Mstep: Class 4 contains 26508 members 
Mstep: Class 5 contains 6375 members 
Mstep: Class 6 contains 37039 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3267 members 
Mstep: Class 9 contains 9466 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 3256 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 7962 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 20277 members 
Mstep: Class 16 contains 75382 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 61209 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8004 members 
Mstep: Class 24 contains 14186 members 
Mstep: Class 25 contains 43172 members 
Mstep: Class 26 contains 43512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657716.000000 Penalty: 55564.910156
Iteration 367Q: 27 clusters Score -6.265772e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83232 members 
Mstep: Class 2 contains 3876 members 
Mstep: Class 3 contains 30281 members 
Mstep: Class 4 contains 26508 members 
Mstep: Class 5 contains 6374 members 
Mstep: Class 6 contains 37048 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3269 members 
Mstep: Class 9 contains 9467 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 3256 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 7892 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 75383 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6342 members 
Mstep: Class 20 contains 61270 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8004 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 43176 members 
Mstep: Class 26 contains 43514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657704.000000 Penalty: 55564.910156
Iteration 368Q: 27 clusters Score -6.26577e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3876 members 
Mstep: Class 3 contains 30281 members 
Mstep: Class 4 contains 26508 members 
Mstep: Class 5 contains 6373 members 
Mstep: Class 6 contains 37051 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3274 members 
Mstep: Class 9 contains 9468 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 3256 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 7829 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 20262 members 
Mstep: Class 16 contains 75387 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6341 members 
Mstep: Class 20 contains 61318 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8003 members 
Mstep: Class 24 contains 14184 members 
Mstep: Class 25 contains 43182 members 
Mstep: Class 26 contains 43515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657700.000000 Penalty: 55564.910156
Iteration 369Q: 27 clusters Score -6.26577e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3876 members 
Mstep: Class 3 contains 30281 members 
Mstep: Class 4 contains 26509 members 
Mstep: Class 5 contains 6373 members 
Mstep: Class 6 contains 37052 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3278 members 
Mstep: Class 9 contains 9469 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 7769 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 20263 members 
Mstep: Class 16 contains 75393 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6340 members 
Mstep: Class 20 contains 61359 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8002 members 
Mstep: Class 24 contains 14183 members 
Mstep: Class 25 contains 43188 members 
Mstep: Class 26 contains 43514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657680.000000 Penalty: 55564.910156
Iteration 370Q: 27 clusters Score -6.265768e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 30282 members 
Mstep: Class 4 contains 26509 members 
Mstep: Class 5 contains 6372 members 
Mstep: Class 6 contains 37060 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3283 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 3258 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 7718 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 20264 members 
Mstep: Class 16 contains 75396 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6340 members 
Mstep: Class 20 contains 61388 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8001 members 
Mstep: Class 24 contains 14184 members 
Mstep: Class 25 contains 43191 members 
Mstep: Class 26 contains 43513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657732.000000 Penalty: 55564.910156
Iteration 371Q: 27 clusters Score -6.265773e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3878 members 
Mstep: Class 3 contains 30282 members 
Mstep: Class 4 contains 26509 members 
Mstep: Class 5 contains 6373 members 
Mstep: Class 6 contains 37062 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3287 members 
Mstep: Class 9 contains 9472 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 3258 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 4074 members 
Mstep: Class 15 contains 20263 members 
Mstep: Class 16 contains 75399 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6340 members 
Mstep: Class 20 contains 61430 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8000 members 
Mstep: Class 24 contains 14184 members 
Mstep: Class 25 contains 43191 members 
Mstep: Class 26 contains 43514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657684.000000 Penalty: 55564.910156
Iteration 372Q: 27 clusters Score -6.265768e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83232 members 
Mstep: Class 2 contains 3880 members 
Mstep: Class 3 contains 30280 members 
Mstep: Class 4 contains 26509 members 
Mstep: Class 5 contains 6372 members 
Mstep: Class 6 contains 37061 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3290 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 3258 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 4075 members 
Mstep: Class 15 contains 20262 members 
Mstep: Class 16 contains 75405 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6339 members 
Mstep: Class 20 contains 61474 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8000 members 
Mstep: Class 24 contains 14184 members 
Mstep: Class 25 contains 43189 members 
Mstep: Class 26 contains 43515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657680.000000 Penalty: 55564.910156
Iteration 373Q: 27 clusters Score -6.265768e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 3880 members 
Mstep: Class 3 contains 30281 members 
Mstep: Class 4 contains 26510 members 
Mstep: Class 5 contains 6370 members 
Mstep: Class 6 contains 37058 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 7565 members 
Mstep: Class 14 contains 4077 members 
Mstep: Class 15 contains 20260 members 
Mstep: Class 16 contains 75412 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6339 members 
Mstep: Class 20 contains 61513 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8000 members 
Mstep: Class 24 contains 14184 members 
Mstep: Class 25 contains 43188 members 
Mstep: Class 26 contains 43515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657692.000000 Penalty: 55564.910156
Iteration 374Q: 27 clusters Score -6.265769e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 30283 members 
Mstep: Class 4 contains 26512 members 
Mstep: Class 5 contains 6372 members 
Mstep: Class 6 contains 37057 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3303 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 3258 members 
Mstep: Class 12 contains 3544 members 
Mstep: Class 13 contains 7503 members 
Mstep: Class 14 contains 4077 members 
Mstep: Class 15 contains 20263 members 
Mstep: Class 16 contains 75417 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6339 members 
Mstep: Class 20 contains 61556 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8000 members 
Mstep: Class 24 contains 14183 members 
Mstep: Class 25 contains 43189 members 
Mstep: Class 26 contains 43517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657792.000000 Penalty: 55564.910156
Iteration 375Q: 27 clusters Score -6.265779e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 3875 members 
Mstep: Class 3 contains 30286 members 
Mstep: Class 4 contains 26511 members 
Mstep: Class 5 contains 6377 members 
Mstep: Class 6 contains 37060 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3313 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 7444 members 
Mstep: Class 14 contains 4080 members 
Mstep: Class 15 contains 20263 members 
Mstep: Class 16 contains 75424 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6339 members 
Mstep: Class 20 contains 61586 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 8000 members 
Mstep: Class 24 contains 14181 members 
Mstep: Class 25 contains 43189 members 
Mstep: Class 26 contains 43518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657728.000000 Penalty: 55564.910156
Iteration 376Q: 27 clusters Score -6.265773e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 3878 members 
Mstep: Class 3 contains 30288 members 
Mstep: Class 4 contains 26511 members 
Mstep: Class 5 contains 6378 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 4080 members 
Mstep: Class 15 contains 20262 members 
Mstep: Class 16 contains 75433 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6339 members 
Mstep: Class 20 contains 61623 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 7999 members 
Mstep: Class 24 contains 14179 members 
Mstep: Class 25 contains 43183 members 
Mstep: Class 26 contains 43519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657820.000000 Penalty: 55564.910156
Iteration 377Q: 27 clusters Score -6.265782e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 30289 members 
Mstep: Class 4 contains 26512 members 
Mstep: Class 5 contains 6379 members 
Mstep: Class 6 contains 37061 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3333 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 3265 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 7323 members 
Mstep: Class 14 contains 4083 members 
Mstep: Class 15 contains 20256 members 
Mstep: Class 16 contains 75440 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6339 members 
Mstep: Class 20 contains 61660 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 14182 members 
Mstep: Class 25 contains 43185 members 
Mstep: Class 26 contains 43520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657852.000000 Penalty: 55564.910156
Iteration 378Q: 27 clusters Score -6.265785e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 3880 members 
Mstep: Class 3 contains 30288 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 9472 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 3268 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 7262 members 
Mstep: Class 14 contains 4085 members 
Mstep: Class 15 contains 20248 members 
Mstep: Class 16 contains 75447 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6339 members 
Mstep: Class 20 contains 61701 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 14182 members 
Mstep: Class 25 contains 43184 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657840.000000 Penalty: 55564.910156
Iteration 379Q: 27 clusters Score -6.265784e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 30288 members 
Mstep: Class 4 contains 26515 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 37070 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 3269 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 7218 members 
Mstep: Class 14 contains 4087 members 
Mstep: Class 15 contains 20245 members 
Mstep: Class 16 contains 75452 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6339 members 
Mstep: Class 20 contains 61726 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 14182 members 
Mstep: Class 25 contains 43187 members 
Mstep: Class 26 contains 43523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657840.000000 Penalty: 55564.910156
Iteration 380F: 27 clusters Score -6.265784e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 30292 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6380 members 
Mstep: Class 6 contains 37070 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3344 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 4089 members 
Mstep: Class 15 contains 20244 members 
Mstep: Class 16 contains 75459 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6339 members 
Mstep: Class 20 contains 61757 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 14183 members 
Mstep: Class 25 contains 43181 members 
Mstep: Class 26 contains 43523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657784.000000 Penalty: 55564.910156
Iteration 381Q: 27 clusters Score -6.265778e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83232 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 30292 members 
Mstep: Class 4 contains 26513 members 
Mstep: Class 5 contains 6377 members 
Mstep: Class 6 contains 37069 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3349 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 7134 members 
Mstep: Class 14 contains 4088 members 
Mstep: Class 15 contains 20238 members 
Mstep: Class 16 contains 75463 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6339 members 
Mstep: Class 20 contains 61802 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 14183 members 
Mstep: Class 25 contains 43180 members 
Mstep: Class 26 contains 43525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657824.000000 Penalty: 55564.910156
Iteration 382Q: 27 clusters Score -6.265782e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 30292 members 
Mstep: Class 4 contains 26512 members 
Mstep: Class 5 contains 6374 members 
Mstep: Class 6 contains 37072 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3270 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 7085 members 
Mstep: Class 14 contains 4088 members 
Mstep: Class 15 contains 20226 members 
Mstep: Class 16 contains 75469 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6339 members 
Mstep: Class 20 contains 61861 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 14182 members 
Mstep: Class 25 contains 43172 members 
Mstep: Class 26 contains 43525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657800.000000 Penalty: 55564.910156
Iteration 383Q: 27 clusters Score -6.26578e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 30291 members 
Mstep: Class 4 contains 26511 members 
Mstep: Class 5 contains 6374 members 
Mstep: Class 6 contains 37068 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3270 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 7048 members 
Mstep: Class 14 contains 4090 members 
Mstep: Class 15 contains 20219 members 
Mstep: Class 16 contains 75476 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6338 members 
Mstep: Class 20 contains 61911 members 
Mstep: Class 21 contains 13991 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 14181 members 
Mstep: Class 25 contains 43164 members 
Mstep: Class 26 contains 43524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657768.000000 Penalty: 55564.910156
Iteration 384Q: 27 clusters Score -6.265777e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83232 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 30287 members 
Mstep: Class 4 contains 26516 members 
Mstep: Class 5 contains 6374 members 
Mstep: Class 6 contains 37068 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3353 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 3270 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 7002 members 
Mstep: Class 14 contains 4093 members 
Mstep: Class 15 contains 20210 members 
Mstep: Class 16 contains 75490 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 61964 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 14180 members 
Mstep: Class 25 contains 43150 members 
Mstep: Class 26 contains 43526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657724.000000 Penalty: 55564.910156
Iteration 385Q: 27 clusters Score -6.265772e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83232 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 30284 members 
Mstep: Class 4 contains 26518 members 
Mstep: Class 5 contains 6377 members 
Mstep: Class 6 contains 37069 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3270 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 6955 members 
Mstep: Class 14 contains 4096 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 75498 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62011 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 14180 members 
Mstep: Class 25 contains 43139 members 
Mstep: Class 26 contains 43526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657700.000000 Penalty: 55564.910156
Iteration 386Q: 27 clusters Score -6.26577e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 30284 members 
Mstep: Class 4 contains 26520 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 37069 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3354 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3269 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 6923 members 
Mstep: Class 14 contains 4099 members 
Mstep: Class 15 contains 20200 members 
Mstep: Class 16 contains 75506 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62043 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 14180 members 
Mstep: Class 25 contains 43129 members 
Mstep: Class 26 contains 43527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657764.000000 Penalty: 55564.910156
Iteration 387Q: 27 clusters Score -6.265776e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 30286 members 
Mstep: Class 4 contains 26519 members 
Mstep: Class 5 contains 6384 members 
Mstep: Class 6 contains 37071 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3357 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 6880 members 
Mstep: Class 14 contains 4099 members 
Mstep: Class 15 contains 20197 members 
Mstep: Class 16 contains 75508 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62085 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 14180 members 
Mstep: Class 25 contains 43120 members 
Mstep: Class 26 contains 43528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657776.000000 Penalty: 55564.910156
Iteration 388Q: 27 clusters Score -6.265778e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83224 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 30289 members 
Mstep: Class 4 contains 26520 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 37069 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3362 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 6848 members 
Mstep: Class 14 contains 4103 members 
Mstep: Class 15 contains 20191 members 
Mstep: Class 16 contains 75513 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62113 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 14180 members 
Mstep: Class 25 contains 43119 members 
Mstep: Class 26 contains 43528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657772.000000 Penalty: 55564.910156
Iteration 389Q: 27 clusters Score -6.265777e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 30292 members 
Mstep: Class 4 contains 26520 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 37061 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3364 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 3272 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 6817 members 
Mstep: Class 14 contains 4104 members 
Mstep: Class 15 contains 20185 members 
Mstep: Class 16 contains 75516 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62149 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 14181 members 
Mstep: Class 25 contains 43117 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657764.000000 Penalty: 55564.910156
Iteration 390Q: 27 clusters Score -6.265776e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83224 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 30293 members 
Mstep: Class 4 contains 26518 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 6795 members 
Mstep: Class 14 contains 4104 members 
Mstep: Class 15 contains 20179 members 
Mstep: Class 16 contains 75523 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62177 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 14181 members 
Mstep: Class 25 contains 43116 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657820.000000 Penalty: 55564.910156
Iteration 391Q: 27 clusters Score -6.265782e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26516 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 37052 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 3547 members 
Mstep: Class 13 contains 6766 members 
Mstep: Class 14 contains 4103 members 
Mstep: Class 15 contains 20166 members 
Mstep: Class 16 contains 75525 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62216 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 14181 members 
Mstep: Class 25 contains 43116 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657820.000000 Penalty: 55564.910156
Iteration 392Q: 27 clusters Score -6.265782e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26513 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 37051 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3368 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3274 members 
Mstep: Class 12 contains 3548 members 
Mstep: Class 13 contains 6749 members 
Mstep: Class 14 contains 4104 members 
Mstep: Class 15 contains 20151 members 
Mstep: Class 16 contains 75531 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6338 members 
Mstep: Class 20 contains 62243 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 14181 members 
Mstep: Class 25 contains 43115 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657812.000000 Penalty: 55564.910156
Iteration 393Q: 27 clusters Score -6.265781e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26511 members 
Mstep: Class 5 contains 6379 members 
Mstep: Class 6 contains 37051 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3276 members 
Mstep: Class 12 contains 3549 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 4104 members 
Mstep: Class 15 contains 20135 members 
Mstep: Class 16 contains 75536 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6338 members 
Mstep: Class 20 contains 62267 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 14181 members 
Mstep: Class 25 contains 43120 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657820.000000 Penalty: 55564.910156
Iteration 394Q: 27 clusters Score -6.265782e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26511 members 
Mstep: Class 5 contains 6380 members 
Mstep: Class 6 contains 37050 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 9472 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 3550 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 4105 members 
Mstep: Class 15 contains 20124 members 
Mstep: Class 16 contains 75538 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6338 members 
Mstep: Class 20 contains 62285 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 14179 members 
Mstep: Class 25 contains 43120 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657864.000000 Penalty: 55564.910156
Iteration 395Q: 27 clusters Score -6.265786e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26512 members 
Mstep: Class 5 contains 6379 members 
Mstep: Class 6 contains 37048 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3368 members 
Mstep: Class 9 contains 9472 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 3550 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 4104 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 75539 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62309 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43122 members 
Mstep: Class 26 contains 43529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657888.000000 Penalty: 55564.910156
Iteration 396Q: 27 clusters Score -6.265789e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26513 members 
Mstep: Class 5 contains 6379 members 
Mstep: Class 6 contains 37047 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3369 members 
Mstep: Class 9 contains 9472 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 3550 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 4105 members 
Mstep: Class 15 contains 20110 members 
Mstep: Class 16 contains 75540 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62324 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43125 members 
Mstep: Class 26 contains 43529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657932.000000 Penalty: 55564.910156
Iteration 397Q: 27 clusters Score -6.265793e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26513 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 37051 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3369 members 
Mstep: Class 9 contains 9472 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 3550 members 
Mstep: Class 13 contains 6679 members 
Mstep: Class 14 contains 4105 members 
Mstep: Class 15 contains 20099 members 
Mstep: Class 16 contains 75543 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62336 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43129 members 
Mstep: Class 26 contains 43529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657872.000000 Penalty: 55564.910156
Iteration 398Q: 27 clusters Score -6.265787e+07 nChanged 47
Entering ConstructFrom: 
Score: -62657872.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (83226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Entering Unmasked Estep 
Score: -10282806.000000 Penalty: 1841.013672
	Iteration 0F: 2 clusters Score -1.028281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -10231405.000000 Penalty: 3682.027344
	Iteration 0F: 3 clusters Score -1.02314e+07 nChanged 39509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -10254379.000000 Penalty: 3682.027344
	Iteration 1F: 3 clusters Score -1.025438e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -10255016.000000 Penalty: 3682.027344
	Iteration 2Q: 3 clusters Score -1.025502e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -10255594.000000 Penalty: 3682.027344
	Iteration 3Q: 3 clusters Score -1.025559e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -10256302.000000 Penalty: 3682.027344
	Iteration 4Q: 3 clusters Score -1.02563e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -10257052.000000 Penalty: 3682.027344
	Iteration 5Q: 3 clusters Score -1.025705e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -10257929.000000 Penalty: 3682.027344
	Iteration 6Q: 3 clusters Score -1.025793e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -10259127.000000 Penalty: 3682.027344
	Iteration 7Q: 3 clusters Score -1.025913e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -10260794.000000 Penalty: 3682.027344
	Iteration 8Q: 3 clusters Score -1.026079e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -10263455.000000 Penalty: 3682.027344
	Iteration 9F: 3 clusters Score -1.026346e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -10267291.000000 Penalty: 3682.027344
	Iteration 10F: 3 clusters Score -1.026729e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69588 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -10271611.000000 Penalty: 3682.027344
	Iteration 11F: 3 clusters Score -1.027161e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -10275515.000000 Penalty: 3682.027344
	Iteration 12F: 3 clusters Score -1.027552e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -10278143.000000 Penalty: 3682.027344
	Iteration 13Q: 3 clusters Score -1.027814e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -10279653.000000 Penalty: 3682.027344
	Iteration 14Q: 3 clusters Score -1.027965e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82113 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -10280431.000000 Penalty: 3682.027344
	Iteration 15Q: 3 clusters Score -1.028043e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82540 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10280750.000000 Penalty: 3682.027344
	Iteration 16Q: 3 clusters Score -1.028075e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10280887.000000 Penalty: 3682.027344
	Iteration 17Q: 3 clusters Score -1.028089e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82814 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10280990.000000 Penalty: 3682.027344
	Iteration 18Q: 3 clusters Score -1.028099e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10281061.000000 Penalty: 3682.027344
	Iteration 19Q: 3 clusters Score -1.028106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10281095.000000 Penalty: 3682.027344
	Iteration 20F: 3 clusters Score -1.02811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10281114.000000 Penalty: 3682.027344
	Iteration 21Q: 3 clusters Score -1.028111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82909 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10281125.000000 Penalty: 3682.027344
	Iteration 22Q: 3 clusters Score -1.028112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10281141.000000 Penalty: 3682.027344
	Iteration 23Q: 3 clusters Score -1.028114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10281164.000000 Penalty: 3682.027344
	Iteration 24Q: 3 clusters Score -1.028116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10281179.000000 Penalty: 3682.027344
	Iteration 25Q: 3 clusters Score -1.028118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82947 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10281180.000000 Penalty: 3682.027344
	Iteration 26Q: 3 clusters Score -1.028118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82950 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10281181.000000 Penalty: 3682.027344
	Iteration 27Q: 3 clusters Score -1.028118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10281185.000000 Penalty: 3682.027344
	Iteration 28Q: 3 clusters Score -1.028118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10281188.000000 Penalty: 3682.027344
	Iteration 29Q: 3 clusters Score -1.028119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10281188.000000 Penalty: 3682.027344
	Iteration 30F: 3 clusters Score -1.028119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -481750.000000 Penalty: 1342.958984
	Iteration 0F: 2 clusters Score -481750 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 1945 members 
Entering Unmasked Estep 
Score: -478524.937500 Penalty: 2685.917969
	Iteration 0F: 3 clusters Score -478524.9 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -479396.000000 Penalty: 2685.917969
	Iteration 1F: 3 clusters Score -479396 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -479524.375000 Penalty: 2685.917969
	Iteration 2F: 3 clusters Score -479524.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -479601.343750 Penalty: 2685.917969
	Iteration 3Q: 3 clusters Score -479601.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -479655.656250 Penalty: 2685.917969
	Iteration 4Q: 3 clusters Score -479655.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -479696.187500 Penalty: 2685.917969
	Iteration 5Q: 3 clusters Score -479696.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -479729.781250 Penalty: 2685.917969
	Iteration 6Q: 3 clusters Score -479729.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -479766.562500 Penalty: 2685.917969
	Iteration 7Q: 3 clusters Score -479766.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -479802.218750 Penalty: 2685.917969
	Iteration 8Q: 3 clusters Score -479802.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -479824.687500 Penalty: 2685.917969
	Iteration 9Q: 3 clusters Score -479824.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -479839.500000 Penalty: 2685.917969
	Iteration 10Q: 3 clusters Score -479839.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -479855.562500 Penalty: 2685.917969
	Iteration 11Q: 3 clusters Score -479855.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -479866.906250 Penalty: 2685.917969
	Iteration 12Q: 3 clusters Score -479866.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -479876.812500 Penalty: 2685.917969
	Iteration 13Q: 3 clusters Score -479876.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -479889.812500 Penalty: 2685.917969
	Iteration 14Q: 3 clusters Score -479889.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -479894.781250 Penalty: 2685.917969
	Iteration 15Q: 3 clusters Score -479894.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -479901.781250 Penalty: 2685.917969
	Iteration 16Q: 3 clusters Score -479901.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -479906.812500 Penalty: 2685.917969
	Iteration 17Q: 3 clusters Score -479906.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -479914.312500 Penalty: 2685.917969
	Iteration 18Q: 3 clusters Score -479914.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -479921.000000 Penalty: 2685.917969
	Iteration 19Q: 3 clusters Score -479921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -479927.000000 Penalty: 2685.917969
	Iteration 20F: 3 clusters Score -479927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -479932.843750 Penalty: 2685.917969
	Iteration 21Q: 3 clusters Score -479932.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -479935.281250 Penalty: 2685.917969
	Iteration 22Q: 3 clusters Score -479935.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -479936.968750 Penalty: 2685.917969
	Iteration 23Q: 3 clusters Score -479937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -479937.781250 Penalty: 2685.917969
	Iteration 24Q: 3 clusters Score -479937.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -479940.562500 Penalty: 2685.917969
	Iteration 25Q: 3 clusters Score -479940.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -479942.656250 Penalty: 2685.917969
	Iteration 26Q: 3 clusters Score -479942.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -479944.000000 Penalty: 2685.917969
	Iteration 27Q: 3 clusters Score -479944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -479944.593750 Penalty: 2685.917969
	Iteration 28Q: 3 clusters Score -479944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -479946.875000 Penalty: 2685.917969
	Iteration 29Q: 3 clusters Score -479946.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -479949.593750 Penalty: 2685.917969
	Iteration 30Q: 3 clusters Score -479949.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -479953.031250 Penalty: 2685.917969
	Iteration 31Q: 3 clusters Score -479953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -479956.687500 Penalty: 2685.917969
	Iteration 32Q: 3 clusters Score -479956.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -479958.781250 Penalty: 2685.917969
	Iteration 33Q: 3 clusters Score -479958.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -479960.156250 Penalty: 2685.917969
	Iteration 34Q: 3 clusters Score -479960.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -479961.906250 Penalty: 2685.917969
	Iteration 35Q: 3 clusters Score -479961.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -479966.000000 Penalty: 2685.917969
	Iteration 36Q: 3 clusters Score -479966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -479970.656250 Penalty: 2685.917969
	Iteration 37Q: 3 clusters Score -479970.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -479973.812500 Penalty: 2685.917969
	Iteration 38Q: 3 clusters Score -479973.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -479974.843750 Penalty: 2685.917969
	Iteration 39Q: 3 clusters Score -479974.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -479976.500000 Penalty: 2685.917969
	Iteration 40F: 3 clusters Score -479976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -479977.437500 Penalty: 2685.917969
	Iteration 41Q: 3 clusters Score -479977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -479977.468750 Penalty: 2685.917969
	Iteration 42Q: 3 clusters Score -479977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -479978.156250 Penalty: 2685.917969
	Iteration 43Q: 3 clusters Score -479978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -479978.468750 Penalty: 2685.917969
	Iteration 44Q: 3 clusters Score -479978.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -479979.375000 Penalty: 2685.917969
	Iteration 45Q: 3 clusters Score -479979.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -479980.906250 Penalty: 2685.917969
	Iteration 46Q: 3 clusters Score -479980.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -479982.937500 Penalty: 2685.917969
	Iteration 47Q: 3 clusters Score -479982.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -479983.968750 Penalty: 2685.917969
	Iteration 48Q: 3 clusters Score -479984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -479984.812500 Penalty: 2685.917969
	Iteration 49Q: 3 clusters Score -479984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -479984.812500 Penalty: 2685.917969
	Iteration 50F: 3 clusters Score -479984.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Entering Unmasked Estep 
Score: -3781502.750000 Penalty: 1676.789551
	Iteration 0F: 2 clusters Score -3781503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3761107.000000 Penalty: 3353.579102
	Iteration 0F: 3 clusters Score -3761107 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3768667.750000 Penalty: 3353.579102
	Iteration 1F: 3 clusters Score -3768668 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3768956.750000 Penalty: 3353.579102
	Iteration 2Q: 3 clusters Score -3768957 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3769187.000000 Penalty: 3353.579102
	Iteration 3Q: 3 clusters Score -3769187 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3769380.500000 Penalty: 3353.579102
	Iteration 4Q: 3 clusters Score -3769380 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -3769573.750000 Penalty: 3353.579102
	Iteration 5Q: 3 clusters Score -3769574 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3769743.750000 Penalty: 3353.579102
	Iteration 6Q: 3 clusters Score -3769744 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3769918.750000 Penalty: 3353.579102
	Iteration 7Q: 3 clusters Score -3769919 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3770105.250000 Penalty: 3353.579102
	Iteration 8Q: 3 clusters Score -3770105 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3770357.500000 Penalty: 3353.579102
	Iteration 9Q: 3 clusters Score -3770358 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -3770671.250000 Penalty: 3353.579102
	Iteration 10Q: 3 clusters Score -3770671 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -3771158.000000 Penalty: 3353.579102
	Iteration 11Q: 3 clusters Score -3771158 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3771855.250000 Penalty: 3353.579102
	Iteration 12Q: 3 clusters Score -3771855 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -3772848.500000 Penalty: 3353.579102
	Iteration 13F: 3 clusters Score -3772848 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3774048.250000 Penalty: 3353.579102
	Iteration 14F: 3 clusters Score -3774048 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3775384.750000 Penalty: 3353.579102
	Iteration 15F: 3 clusters Score -3775385 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3776493.500000 Penalty: 3353.579102
	Iteration 16Q: 3 clusters Score -3776494 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3777330.250000 Penalty: 3353.579102
	Iteration 17Q: 3 clusters Score -3777330 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3777971.000000 Penalty: 3353.579102
	Iteration 18Q: 3 clusters Score -3777971 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -3778479.500000 Penalty: 3353.579102
	Iteration 19Q: 3 clusters Score -3778480 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -3778847.250000 Penalty: 3353.579102
	Iteration 20F: 3 clusters Score -3778847 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -3779144.500000 Penalty: 3353.579102
	Iteration 21Q: 3 clusters Score -3779144 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3779394.000000 Penalty: 3353.579102
	Iteration 22Q: 3 clusters Score -3779394 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -3779568.250000 Penalty: 3353.579102
	Iteration 23Q: 3 clusters Score -3779568 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -3779680.500000 Penalty: 3353.579102
	Iteration 24Q: 3 clusters Score -3779680 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3779795.000000 Penalty: 3353.579102
	Iteration 25Q: 3 clusters Score -3779795 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3779873.000000 Penalty: 3353.579102
	Iteration 26Q: 3 clusters Score -3779873 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -3779911.000000 Penalty: 3353.579102
	Iteration 27Q: 3 clusters Score -3779911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -3779931.750000 Penalty: 3353.579102
	Iteration 28Q: 3 clusters Score -3779932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -3779947.500000 Penalty: 3353.579102
	Iteration 29Q: 3 clusters Score -3779948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -3779963.000000 Penalty: 3353.579102
	Iteration 30Q: 3 clusters Score -3779963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -3779976.250000 Penalty: 3353.579102
	Iteration 31Q: 3 clusters Score -3779976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3779987.000000 Penalty: 3353.579102
	Iteration 32Q: 3 clusters Score -3779987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -3779991.750000 Penalty: 3353.579102
	Iteration 33Q: 3 clusters Score -3779992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -3780000.250000 Penalty: 3353.579102
	Iteration 34Q: 3 clusters Score -3780000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -3780003.500000 Penalty: 3353.579102
	Iteration 35Q: 3 clusters Score -3780004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -3780007.000000 Penalty: 3353.579102
	Iteration 36Q: 3 clusters Score -3780007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -3780005.000000 Penalty: 3353.579102
	Iteration 37Q: 3 clusters Score -3780005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -3780008.750000 Penalty: 3353.579102
	Iteration 38Q: 3 clusters Score -3780009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -3780010.500000 Penalty: 3353.579102
	Iteration 39Q: 3 clusters Score -3780010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -3780013.000000 Penalty: 3353.579102
	Iteration 40F: 3 clusters Score -3780013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Entering Unmasked Estep 
Score: -3327469.750000 Penalty: 1655.125977
	Iteration 0F: 2 clusters Score -3327470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3309567.500000 Penalty: 3310.251953
	Iteration 0F: 3 clusters Score -3309568 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3316121.250000 Penalty: 3310.251953
	Iteration 1F: 3 clusters Score -3316121 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3316530.750000 Penalty: 3310.251953
	Iteration 2Q: 3 clusters Score -3316531 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3316954.000000 Penalty: 3310.251953
	Iteration 3Q: 3 clusters Score -3316954 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3317531.750000 Penalty: 3310.251953
	Iteration 4Q: 3 clusters Score -3317532 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3318376.750000 Penalty: 3310.251953
	Iteration 5F: 3 clusters Score -3318377 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3319719.750000 Penalty: 3310.251953
	Iteration 6F: 3 clusters Score -3319720 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3321648.750000 Penalty: 3310.251953
	Iteration 7F: 3 clusters Score -3321649 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3323633.000000 Penalty: 3310.251953
	Iteration 8F: 3 clusters Score -3323633 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3324963.000000 Penalty: 3310.251953
	Iteration 9F: 3 clusters Score -3324963 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3325574.750000 Penalty: 3310.251953
	Iteration 10Q: 3 clusters Score -3325575 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3325824.500000 Penalty: 3310.251953
	Iteration 11Q: 3 clusters Score -3325824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3325892.500000 Penalty: 3310.251953
	Iteration 12Q: 3 clusters Score -3325892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3325936.000000 Penalty: 3310.251953
	Iteration 13Q: 3 clusters Score -3325936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3325969.000000 Penalty: 3310.251953
	Iteration 14Q: 3 clusters Score -3325969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3325987.000000 Penalty: 3310.251953
	Iteration 15Q: 3 clusters Score -3325987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3325990.000000 Penalty: 3310.251953
	Iteration 16Q: 3 clusters Score -3325990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3325991.000000 Penalty: 3310.251953
	Iteration 17Q: 3 clusters Score -3325991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3325991.000000 Penalty: 3310.251953
	Iteration 18F: 3 clusters Score -3325991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Entering Unmasked Estep 
Score: -752615.750000 Penalty: 1423.726440
	Iteration 0F: 2 clusters Score -752615.8 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 3173 members 
Entering Unmasked Estep 
Score: -747747.500000 Penalty: 2847.452881
	Iteration 0F: 3 clusters Score -747747.5 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -749125.000000 Penalty: 2847.452881
	Iteration 1F: 3 clusters Score -749125 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -749342.250000 Penalty: 2847.452881
	Iteration 2F: 3 clusters Score -749342.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -749507.437500 Penalty: 2847.452881
	Iteration 3F: 3 clusters Score -749507.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -749637.125000 Penalty: 2847.452881
	Iteration 4Q: 3 clusters Score -749637.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -749742.375000 Penalty: 2847.452881
	Iteration 5Q: 3 clusters Score -749742.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -749809.687500 Penalty: 2847.452881
	Iteration 6Q: 3 clusters Score -749809.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -749864.500000 Penalty: 2847.452881
	Iteration 7Q: 3 clusters Score -749864.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -749916.687500 Penalty: 2847.452881
	Iteration 8Q: 3 clusters Score -749916.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -749951.375000 Penalty: 2847.452881
	Iteration 9Q: 3 clusters Score -749951.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -749989.625000 Penalty: 2847.452881
	Iteration 10Q: 3 clusters Score -749989.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -750024.250000 Penalty: 2847.452881
	Iteration 11Q: 3 clusters Score -750024.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -750056.812500 Penalty: 2847.452881
	Iteration 12Q: 3 clusters Score -750056.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -750096.312500 Penalty: 2847.452881
	Iteration 13Q: 3 clusters Score -750096.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -750133.062500 Penalty: 2847.452881
	Iteration 14Q: 3 clusters Score -750133.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -750167.875000 Penalty: 2847.452881
	Iteration 15Q: 3 clusters Score -750167.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -750205.687500 Penalty: 2847.452881
	Iteration 16Q: 3 clusters Score -750205.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -750254.187500 Penalty: 2847.452881
	Iteration 17Q: 3 clusters Score -750254.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -750309.062500 Penalty: 2847.452881
	Iteration 18Q: 3 clusters Score -750309.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -750366.687500 Penalty: 2847.452881
	Iteration 19Q: 3 clusters Score -750366.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -750454.375000 Penalty: 2847.452881
	Iteration 20F: 3 clusters Score -750454.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -750541.000000 Penalty: 2847.452881
	Iteration 21Q: 3 clusters Score -750541 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -750622.687500 Penalty: 2847.452881
	Iteration 22Q: 3 clusters Score -750622.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -750693.937500 Penalty: 2847.452881
	Iteration 23Q: 3 clusters Score -750693.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -750770.375000 Penalty: 2847.452881
	Iteration 24Q: 3 clusters Score -750770.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -750821.750000 Penalty: 2847.452881
	Iteration 25Q: 3 clusters Score -750821.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -750863.062500 Penalty: 2847.452881
	Iteration 26Q: 3 clusters Score -750863.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -750892.187500 Penalty: 2847.452881
	Iteration 27Q: 3 clusters Score -750892.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -750917.375000 Penalty: 2847.452881
	Iteration 28Q: 3 clusters Score -750917.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -750947.687500 Penalty: 2847.452881
	Iteration 29Q: 3 clusters Score -750947.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -750975.750000 Penalty: 2847.452881
	Iteration 30Q: 3 clusters Score -750975.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -750995.625000 Penalty: 2847.452881
	Iteration 31Q: 3 clusters Score -750995.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -751004.937500 Penalty: 2847.452881
	Iteration 32Q: 3 clusters Score -751004.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -751015.125000 Penalty: 2847.452881
	Iteration 33Q: 3 clusters Score -751015.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -751023.187500 Penalty: 2847.452881
	Iteration 34Q: 3 clusters Score -751023.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -751026.375000 Penalty: 2847.452881
	Iteration 35Q: 3 clusters Score -751026.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -751029.312500 Penalty: 2847.452881
	Iteration 36Q: 3 clusters Score -751029.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -751031.250000 Penalty: 2847.452881
	Iteration 37Q: 3 clusters Score -751031.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -751034.750000 Penalty: 2847.452881
	Iteration 38Q: 3 clusters Score -751034.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -751034.000000 Penalty: 2847.452881
	Iteration 39Q: 3 clusters Score -751034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -751034.625000 Penalty: 2847.452881
	Iteration 40F: 3 clusters Score -751034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -751036.125000 Penalty: 2847.452881
	Iteration 41Q: 3 clusters Score -751036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -751036.125000 Penalty: 2847.452881
	Iteration 42Q: 3 clusters Score -751036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -751037.687500 Penalty: 2847.452881
	Iteration 43Q: 3 clusters Score -751037.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -751037.750000 Penalty: 2847.452881
	Iteration 44Q: 3 clusters Score -751037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -751037.562500 Penalty: 2847.452881
	Iteration 45Q: 3 clusters Score -751037.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -751038.625000 Penalty: 2847.452881
	Iteration 46Q: 3 clusters Score -751038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -751040.187500 Penalty: 2847.452881
	Iteration 47Q: 3 clusters Score -751040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -751041.000000 Penalty: 2847.452881
	Iteration 48Q: 3 clusters Score -751041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -751042.812500 Penalty: 2847.452881
	Iteration 49Q: 3 clusters Score -751042.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -751042.750000 Penalty: 2847.452881
	Iteration 50Q: 3 clusters Score -751042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -751043.312500 Penalty: 2847.452881
	Iteration 51Q: 3 clusters Score -751043.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -751045.062500 Penalty: 2847.452881
	Iteration 52Q: 3 clusters Score -751045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -751045.500000 Penalty: 2847.452881
	Iteration 53Q: 3 clusters Score -751045.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -751045.062500 Penalty: 2847.452881
	Iteration 54Q: 3 clusters Score -751045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -751046.250000 Penalty: 2847.452881
	Iteration 55Q: 3 clusters Score -751046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -751047.437500 Penalty: 2847.452881
	Iteration 56Q: 3 clusters Score -751047.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -751047.687500 Penalty: 2847.452881
	Iteration 57Q: 3 clusters Score -751047.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -751049.125000 Penalty: 2847.452881
	Iteration 58Q: 3 clusters Score -751049.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -751051.187500 Penalty: 2847.452881
	Iteration 59Q: 3 clusters Score -751051.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -751052.250000 Penalty: 2847.452881
	Iteration 60F: 3 clusters Score -751052.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -751054.625000 Penalty: 2847.452881
	Iteration 61Q: 3 clusters Score -751054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -751054.812500 Penalty: 2847.452881
	Iteration 62Q: 3 clusters Score -751054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -751057.562500 Penalty: 2847.452881
	Iteration 63Q: 3 clusters Score -751057.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -751057.750000 Penalty: 2847.452881
	Iteration 64Q: 3 clusters Score -751057.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -751059.812500 Penalty: 2847.452881
	Iteration 65Q: 3 clusters Score -751059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -751059.562500 Penalty: 2847.452881
	Iteration 66Q: 3 clusters Score -751059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -751061.812500 Penalty: 2847.452881
	Iteration 67Q: 3 clusters Score -751061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -751063.250000 Penalty: 2847.452881
	Iteration 68Q: 3 clusters Score -751063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -751062.000000 Penalty: 2847.452881
	Iteration 69Q: 3 clusters Score -751062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -751064.000000 Penalty: 2847.452881
	Iteration 70Q: 3 clusters Score -751064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -751063.125000 Penalty: 2847.452881
	Iteration 71Q: 3 clusters Score -751063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -751065.125000 Penalty: 2847.452881
	Iteration 72Q: 3 clusters Score -751065.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -751066.437500 Penalty: 2847.452881
	Iteration 73Q: 3 clusters Score -751066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -751067.312500 Penalty: 2847.452881
	Iteration 74Q: 3 clusters Score -751067.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -751068.437500 Penalty: 2847.452881
	Iteration 75Q: 3 clusters Score -751068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -751067.437500 Penalty: 2847.452881
	Iteration 76Q: 3 clusters Score -751067.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -751069.687500 Penalty: 2847.452881
	Iteration 77Q: 3 clusters Score -751069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -751070.625000 Penalty: 2847.452881
	Iteration 78Q: 3 clusters Score -751070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -751071.500000 Penalty: 2847.452881
	Iteration 79Q: 3 clusters Score -751071.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -751071.500000 Penalty: 2847.452881
	Iteration 80F: 3 clusters Score -751071.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Entering Unmasked Estep 
Score: -4705044.500000 Penalty: 1709.490601
	Iteration 0F: 2 clusters Score -4705044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4680097.000000 Penalty: 3418.981201
	Iteration 0F: 3 clusters Score -4680097 nChanged 17178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -4689735.000000 Penalty: 3418.981201
	Iteration 1F: 3 clusters Score -4689735 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -4690199.000000 Penalty: 3418.981201
	Iteration 2Q: 3 clusters Score -4690199 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -4690844.000000 Penalty: 3418.981201
	Iteration 3Q: 3 clusters Score -4690844 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -4692004.000000 Penalty: 3418.981201
	Iteration 4F: 3 clusters Score -4692004 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -4693876.500000 Penalty: 3418.981201
	Iteration 5F: 3 clusters Score -4693876 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -4696656.000000 Penalty: 3418.981201
	Iteration 6F: 3 clusters Score -4696656 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4699869.000000 Penalty: 3418.981201
	Iteration 7F: 3 clusters Score -4699869 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4702097.500000 Penalty: 3418.981201
	Iteration 8F: 3 clusters Score -4702098 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4703032.000000 Penalty: 3418.981201
	Iteration 9Q: 3 clusters Score -4703032 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4703388.500000 Penalty: 3418.981201
	Iteration 10Q: 3 clusters Score -4703388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4703470.500000 Penalty: 3418.981201
	Iteration 11Q: 3 clusters Score -4703470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4703521.500000 Penalty: 3418.981201
	Iteration 12Q: 3 clusters Score -4703522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4703542.500000 Penalty: 3418.981201
	Iteration 13Q: 3 clusters Score -4703542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4703547.500000 Penalty: 3418.981201
	Iteration 14Q: 3 clusters Score -4703548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4703563.500000 Penalty: 3418.981201
	Iteration 15Q: 3 clusters Score -4703564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -4703567.000000 Penalty: 3418.981201
	Iteration 16Q: 3 clusters Score -4703567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -4703578.500000 Penalty: 3418.981201
	Iteration 17Q: 3 clusters Score -4703578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -4703578.500000 Penalty: 3418.981201
	Iteration 18Q: 3 clusters Score -4703578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -4703577.500000 Penalty: 3418.981201
	Iteration 19Q: 3 clusters Score -4703578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -4703582.500000 Penalty: 3418.981201
	Iteration 20F: 3 clusters Score -4703582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -195788.234375 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -195788.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -193963.890625 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -193963.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -194333.593750 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -194333.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -194430.812500 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -194430.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -194488.828125 Penalty: 2399.190430
	Iteration 3Q: 3 clusters Score -194488.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -194517.437500 Penalty: 2399.190430
	Iteration 4Q: 3 clusters Score -194517.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -194536.062500 Penalty: 2399.190430
	Iteration 5Q: 3 clusters Score -194536.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -194550.859375 Penalty: 2399.190430
	Iteration 6Q: 3 clusters Score -194550.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -194564.937500 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -194564.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -194574.890625 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -194574.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -194580.937500 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -194580.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -194587.234375 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -194587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -194592.859375 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -194592.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -194596.468750 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -194596.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -194598.437500 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -194598.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -194600.875000 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -194600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -194602.109375 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -194602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -194602.375000 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -194602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -194603.609375 Penalty: 2399.190430
	Iteration 17Q: 3 clusters Score -194603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -194605.078125 Penalty: 2399.190430
	Iteration 18Q: 3 clusters Score -194605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -194605.875000 Penalty: 2399.190430
	Iteration 19Q: 3 clusters Score -194605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -194606.687500 Penalty: 2399.190430
	Iteration 20F: 3 clusters Score -194606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -194606.718750 Penalty: 2399.190430
	Iteration 21Q: 3 clusters Score -194606.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -194606.718750 Penalty: 2399.190430
	Iteration 22F: 3 clusters Score -194606.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Entering Unmasked Estep 
Score: -413090.875000 Penalty: 1319.885376
	Iteration 0F: 2 clusters Score -413090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -410218.687500 Penalty: 2639.770752
	Iteration 0F: 3 clusters Score -410218.7 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -410852.031250 Penalty: 2639.770752
	Iteration 1F: 3 clusters Score -410852 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -410996.812500 Penalty: 2639.770752
	Iteration 2F: 3 clusters Score -410996.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -411172.031250 Penalty: 2639.770752
	Iteration 3F: 3 clusters Score -411172 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -411385.812500 Penalty: 2639.770752
	Iteration 4F: 3 clusters Score -411385.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -411552.437500 Penalty: 2639.770752
	Iteration 5F: 3 clusters Score -411552.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -411704.812500 Penalty: 2639.770752
	Iteration 6F: 3 clusters Score -411704.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -411852.625000 Penalty: 2639.770752
	Iteration 7Q: 3 clusters Score -411852.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -412017.281250 Penalty: 2639.770752
	Iteration 8F: 3 clusters Score -412017.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -412177.812500 Penalty: 2639.770752
	Iteration 9Q: 3 clusters Score -412177.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -412323.437500 Penalty: 2639.770752
	Iteration 10Q: 3 clusters Score -412323.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -412429.968750 Penalty: 2639.770752
	Iteration 11Q: 3 clusters Score -412430 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -412490.468750 Penalty: 2639.770752
	Iteration 12Q: 3 clusters Score -412490.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -412521.218750 Penalty: 2639.770752
	Iteration 13Q: 3 clusters Score -412521.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -412539.531250 Penalty: 2639.770752
	Iteration 14Q: 3 clusters Score -412539.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -412551.312500 Penalty: 2639.770752
	Iteration 15Q: 3 clusters Score -412551.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -412557.218750 Penalty: 2639.770752
	Iteration 16Q: 3 clusters Score -412557.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -412558.000000 Penalty: 2639.770752
	Iteration 17Q: 3 clusters Score -412558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -412558.781250 Penalty: 2639.770752
	Iteration 18Q: 3 clusters Score -412558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -412559.718750 Penalty: 2639.770752
	Iteration 19Q: 3 clusters Score -412559.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -412560.437500 Penalty: 2639.770752
	Iteration 20F: 3 clusters Score -412560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -412560.656250 Penalty: 2639.770752
	Iteration 21Q: 3 clusters Score -412560.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -412560.937500 Penalty: 2639.770752
	Iteration 22Q: 3 clusters Score -412560.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -412560.937500 Penalty: 2639.770752
	Iteration 23F: 3 clusters Score -412560.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Entering Unmasked Estep 
Score: -1197573.375000 Penalty: 1487.865479
	Iteration 0F: 2 clusters Score -1197573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1190672.000000 Penalty: 2975.730957
	Iteration 0F: 3 clusters Score -1190672 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1192870.750000 Penalty: 2975.730957
	Iteration 1F: 3 clusters Score -1192871 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1193157.000000 Penalty: 2975.730957
	Iteration 2F: 3 clusters Score -1193157 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1193390.625000 Penalty: 2975.730957
	Iteration 3F: 3 clusters Score -1193391 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1193547.875000 Penalty: 2975.730957
	Iteration 4Q: 3 clusters Score -1193548 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1193666.000000 Penalty: 2975.730957
	Iteration 5Q: 3 clusters Score -1193666 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1193786.750000 Penalty: 2975.730957
	Iteration 6Q: 3 clusters Score -1193787 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1193923.375000 Penalty: 2975.730957
	Iteration 7Q: 3 clusters Score -1193923 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1194076.625000 Penalty: 2975.730957
	Iteration 8Q: 3 clusters Score -1194077 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1194236.625000 Penalty: 2975.730957
	Iteration 9Q: 3 clusters Score -1194237 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1194412.625000 Penalty: 2975.730957
	Iteration 10Q: 3 clusters Score -1194413 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1194619.125000 Penalty: 2975.730957
	Iteration 11Q: 3 clusters Score -1194619 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1194847.250000 Penalty: 2975.730957
	Iteration 12Q: 3 clusters Score -1194847 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1195099.375000 Penalty: 2975.730957
	Iteration 13Q: 3 clusters Score -1195099 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1195340.125000 Penalty: 2975.730957
	Iteration 14Q: 3 clusters Score -1195340 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1195571.125000 Penalty: 2975.730957
	Iteration 15Q: 3 clusters Score -1195571 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1195747.375000 Penalty: 2975.730957
	Iteration 16Q: 3 clusters Score -1195747 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1195886.625000 Penalty: 2975.730957
	Iteration 17Q: 3 clusters Score -1195887 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1195994.875000 Penalty: 2975.730957
	Iteration 18Q: 3 clusters Score -1195995 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1196063.500000 Penalty: 2975.730957
	Iteration 19Q: 3 clusters Score -1196064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1196115.875000 Penalty: 2975.730957
	Iteration 20F: 3 clusters Score -1196116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1196152.875000 Penalty: 2975.730957
	Iteration 21Q: 3 clusters Score -1196153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1196174.750000 Penalty: 2975.730957
	Iteration 22Q: 3 clusters Score -1196175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1196194.625000 Penalty: 2975.730957
	Iteration 23Q: 3 clusters Score -1196195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1196213.000000 Penalty: 2975.730957
	Iteration 24Q: 3 clusters Score -1196213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1196227.750000 Penalty: 2975.730957
	Iteration 25Q: 3 clusters Score -1196228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1196237.625000 Penalty: 2975.730957
	Iteration 26Q: 3 clusters Score -1196238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1196241.500000 Penalty: 2975.730957
	Iteration 27Q: 3 clusters Score -1196242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1196241.250000 Penalty: 2975.730957
	Iteration 28Q: 3 clusters Score -1196241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1196241.000000 Penalty: 2975.730957
	Iteration 29Q: 3 clusters Score -1196241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1196241.750000 Penalty: 2975.730957
	Iteration 30Q: 3 clusters Score -1196242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1196241.250000 Penalty: 2975.730957
	Iteration 31Q: 3 clusters Score -1196241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1196241.250000 Penalty: 2975.730957
	Iteration 32F: 3 clusters Score -1196241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Entering Unmasked Estep 
Score: -595325.437500 Penalty: 1385.692993
	Iteration 0F: 2 clusters Score -595325.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -591323.687500 Penalty: 2771.385986
	Iteration 0F: 3 clusters Score -591323.7 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -592462.750000 Penalty: 2771.385986
	Iteration 1F: 3 clusters Score -592462.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -592634.687500 Penalty: 2771.385986
	Iteration 2F: 3 clusters Score -592634.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -592745.562500 Penalty: 2771.385986
	Iteration 3F: 3 clusters Score -592745.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -592814.437500 Penalty: 2771.385986
	Iteration 4Q: 3 clusters Score -592814.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -592862.437500 Penalty: 2771.385986
	Iteration 5Q: 3 clusters Score -592862.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -592896.125000 Penalty: 2771.385986
	Iteration 6Q: 3 clusters Score -592896.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -592925.875000 Penalty: 2771.385986
	Iteration 7Q: 3 clusters Score -592925.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -592951.875000 Penalty: 2771.385986
	Iteration 8Q: 3 clusters Score -592951.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -592974.562500 Penalty: 2771.385986
	Iteration 9Q: 3 clusters Score -592974.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -592999.000000 Penalty: 2771.385986
	Iteration 10Q: 3 clusters Score -592999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -593022.187500 Penalty: 2771.385986
	Iteration 11Q: 3 clusters Score -593022.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -593037.750000 Penalty: 2771.385986
	Iteration 12Q: 3 clusters Score -593037.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -593048.375000 Penalty: 2771.385986
	Iteration 13Q: 3 clusters Score -593048.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -593062.500000 Penalty: 2771.385986
	Iteration 14Q: 3 clusters Score -593062.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -593071.125000 Penalty: 2771.385986
	Iteration 15Q: 3 clusters Score -593071.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -593079.625000 Penalty: 2771.385986
	Iteration 16Q: 3 clusters Score -593079.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -593085.562500 Penalty: 2771.385986
	Iteration 17Q: 3 clusters Score -593085.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -593091.437500 Penalty: 2771.385986
	Iteration 18Q: 3 clusters Score -593091.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -593093.500000 Penalty: 2771.385986
	Iteration 19Q: 3 clusters Score -593093.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -593097.750000 Penalty: 2771.385986
	Iteration 20F: 3 clusters Score -593097.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -593101.375000 Penalty: 2771.385986
	Iteration 21Q: 3 clusters Score -593101.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -593104.062500 Penalty: 2771.385986
	Iteration 22Q: 3 clusters Score -593104.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -593111.000000 Penalty: 2771.385986
	Iteration 23Q: 3 clusters Score -593111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -593116.437500 Penalty: 2771.385986
	Iteration 24Q: 3 clusters Score -593116.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -593121.625000 Penalty: 2771.385986
	Iteration 25Q: 3 clusters Score -593121.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -593124.062500 Penalty: 2771.385986
	Iteration 26Q: 3 clusters Score -593124.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -593124.437500 Penalty: 2771.385986
	Iteration 27Q: 3 clusters Score -593124.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -593128.500000 Penalty: 2771.385986
	Iteration 28Q: 3 clusters Score -593128.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -593129.937500 Penalty: 2771.385986
	Iteration 29Q: 3 clusters Score -593129.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -593133.125000 Penalty: 2771.385986
	Iteration 30Q: 3 clusters Score -593133.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -593135.187500 Penalty: 2771.385986
	Iteration 31Q: 3 clusters Score -593135.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -593138.437500 Penalty: 2771.385986
	Iteration 32Q: 3 clusters Score -593138.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -593141.187500 Penalty: 2771.385986
	Iteration 33Q: 3 clusters Score -593141.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -593142.000000 Penalty: 2771.385986
	Iteration 34Q: 3 clusters Score -593142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -593144.500000 Penalty: 2771.385986
	Iteration 35Q: 3 clusters Score -593144.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -593147.437500 Penalty: 2771.385986
	Iteration 36Q: 3 clusters Score -593147.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -593149.000000 Penalty: 2771.385986
	Iteration 37Q: 3 clusters Score -593149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -593152.312500 Penalty: 2771.385986
	Iteration 38Q: 3 clusters Score -593152.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -593156.000000 Penalty: 2771.385986
	Iteration 39Q: 3 clusters Score -593156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -593160.000000 Penalty: 2771.385986
	Iteration 40F: 3 clusters Score -593160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -593162.250000 Penalty: 2771.385986
	Iteration 41Q: 3 clusters Score -593162.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -593166.625000 Penalty: 2771.385986
	Iteration 42Q: 3 clusters Score -593166.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -593169.625000 Penalty: 2771.385986
	Iteration 43Q: 3 clusters Score -593169.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -593172.687500 Penalty: 2771.385986
	Iteration 44Q: 3 clusters Score -593172.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -593176.125000 Penalty: 2771.385986
	Iteration 45Q: 3 clusters Score -593176.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -593178.125000 Penalty: 2771.385986
	Iteration 46Q: 3 clusters Score -593178.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -593182.500000 Penalty: 2771.385986
	Iteration 47Q: 3 clusters Score -593182.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -593186.750000 Penalty: 2771.385986
	Iteration 48Q: 3 clusters Score -593186.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -593191.250000 Penalty: 2771.385986
	Iteration 49Q: 3 clusters Score -593191.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -593198.125000 Penalty: 2771.385986
	Iteration 50Q: 3 clusters Score -593198.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -593204.562500 Penalty: 2771.385986
	Iteration 51Q: 3 clusters Score -593204.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -593210.187500 Penalty: 2771.385986
	Iteration 52Q: 3 clusters Score -593210.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -593215.062500 Penalty: 2771.385986
	Iteration 53Q: 3 clusters Score -593215.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -593218.437500 Penalty: 2771.385986
	Iteration 54Q: 3 clusters Score -593218.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -593225.937500 Penalty: 2771.385986
	Iteration 55Q: 3 clusters Score -593225.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -593232.812500 Penalty: 2771.385986
	Iteration 56Q: 3 clusters Score -593232.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -593240.937500 Penalty: 2771.385986
	Iteration 57Q: 3 clusters Score -593240.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -593247.812500 Penalty: 2771.385986
	Iteration 58Q: 3 clusters Score -593247.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -593257.750000 Penalty: 2771.385986
	Iteration 59Q: 3 clusters Score -593257.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -593271.375000 Penalty: 2771.385986
	Iteration 60F: 3 clusters Score -593271.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -593285.875000 Penalty: 2771.385986
	Iteration 61Q: 3 clusters Score -593285.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -593306.500000 Penalty: 2771.385986
	Iteration 62Q: 3 clusters Score -593306.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -593329.625000 Penalty: 2771.385986
	Iteration 63Q: 3 clusters Score -593329.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -593353.312500 Penalty: 2771.385986
	Iteration 64Q: 3 clusters Score -593353.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -593381.187500 Penalty: 2771.385986
	Iteration 65Q: 3 clusters Score -593381.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -593412.750000 Penalty: 2771.385986
	Iteration 66Q: 3 clusters Score -593412.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -593443.500000 Penalty: 2771.385986
	Iteration 67Q: 3 clusters Score -593443.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -593468.500000 Penalty: 2771.385986
	Iteration 68Q: 3 clusters Score -593468.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -593491.187500 Penalty: 2771.385986
	Iteration 69Q: 3 clusters Score -593491.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -593513.687500 Penalty: 2771.385986
	Iteration 70Q: 3 clusters Score -593513.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -593538.562500 Penalty: 2771.385986
	Iteration 71Q: 3 clusters Score -593538.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -593564.500000 Penalty: 2771.385986
	Iteration 72Q: 3 clusters Score -593564.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -593599.812500 Penalty: 2771.385986
	Iteration 73Q: 3 clusters Score -593599.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -593637.187500 Penalty: 2771.385986
	Iteration 74Q: 3 clusters Score -593637.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -593675.312500 Penalty: 2771.385986
	Iteration 75Q: 3 clusters Score -593675.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -593717.750000 Penalty: 2771.385986
	Iteration 76Q: 3 clusters Score -593717.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -593767.375000 Penalty: 2771.385986
	Iteration 77Q: 3 clusters Score -593767.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -593808.812500 Penalty: 2771.385986
	Iteration 78Q: 3 clusters Score -593808.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -593844.687500 Penalty: 2771.385986
	Iteration 79Q: 3 clusters Score -593844.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -593875.500000 Penalty: 2771.385986
	Iteration 80F: 3 clusters Score -593875.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -593899.875000 Penalty: 2771.385986
	Iteration 81Q: 3 clusters Score -593899.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -593926.000000 Penalty: 2771.385986
	Iteration 82Q: 3 clusters Score -593926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -593952.437500 Penalty: 2771.385986
	Iteration 83Q: 3 clusters Score -593952.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -593972.687500 Penalty: 2771.385986
	Iteration 84Q: 3 clusters Score -593972.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -593987.250000 Penalty: 2771.385986
	Iteration 85Q: 3 clusters Score -593987.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -593998.062500 Penalty: 2771.385986
	Iteration 86Q: 3 clusters Score -593998.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -594006.125000 Penalty: 2771.385986
	Iteration 87Q: 3 clusters Score -594006.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -594016.625000 Penalty: 2771.385986
	Iteration 88Q: 3 clusters Score -594016.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -594028.375000 Penalty: 2771.385986
	Iteration 89Q: 3 clusters Score -594028.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -594036.062500 Penalty: 2771.385986
	Iteration 90Q: 3 clusters Score -594036.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -594042.625000 Penalty: 2771.385986
	Iteration 91Q: 3 clusters Score -594042.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -594050.062500 Penalty: 2771.385986
	Iteration 92Q: 3 clusters Score -594050.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -594060.750000 Penalty: 2771.385986
	Iteration 93Q: 3 clusters Score -594060.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -594072.250000 Penalty: 2771.385986
	Iteration 94Q: 3 clusters Score -594072.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -594082.500000 Penalty: 2771.385986
	Iteration 95Q: 3 clusters Score -594082.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -594092.000000 Penalty: 2771.385986
	Iteration 96Q: 3 clusters Score -594092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -594099.625000 Penalty: 2771.385986
	Iteration 97Q: 3 clusters Score -594099.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -594108.625000 Penalty: 2771.385986
	Iteration 98Q: 3 clusters Score -594108.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -594120.937500 Penalty: 2771.385986
	Iteration 99Q: 3 clusters Score -594120.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -594138.062500 Penalty: 2771.385986
	Iteration 100F: 3 clusters Score -594138.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -594154.187500 Penalty: 2771.385986
	Iteration 101Q: 3 clusters Score -594154.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -594165.687500 Penalty: 2771.385986
	Iteration 102Q: 3 clusters Score -594165.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -594176.375000 Penalty: 2771.385986
	Iteration 103Q: 3 clusters Score -594176.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -594190.937500 Penalty: 2771.385986
	Iteration 104Q: 3 clusters Score -594190.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -594204.937500 Penalty: 2771.385986
	Iteration 105Q: 3 clusters Score -594204.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -594216.750000 Penalty: 2771.385986
	Iteration 106Q: 3 clusters Score -594216.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -594232.312500 Penalty: 2771.385986
	Iteration 107Q: 3 clusters Score -594232.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -594238.937500 Penalty: 2771.385986
	Iteration 108Q: 3 clusters Score -594238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -594241.125000 Penalty: 2771.385986
	Iteration 109Q: 3 clusters Score -594241.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -594244.625000 Penalty: 2771.385986
	Iteration 110Q: 3 clusters Score -594244.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -594247.875000 Penalty: 2771.385986
	Iteration 111Q: 3 clusters Score -594247.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -594251.687500 Penalty: 2771.385986
	Iteration 112Q: 3 clusters Score -594251.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -594254.250000 Penalty: 2771.385986
	Iteration 113Q: 3 clusters Score -594254.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -594255.187500 Penalty: 2771.385986
	Iteration 114Q: 3 clusters Score -594255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -594256.562500 Penalty: 2771.385986
	Iteration 115Q: 3 clusters Score -594256.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -594256.562500 Penalty: 2771.385986
	Iteration 116F: 3 clusters Score -594256.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -404590.593750 Penalty: 1315.534668
	Iteration 0F: 2 clusters Score -404590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -401676.562500 Penalty: 2631.069336
	Iteration 0F: 3 clusters Score -401676.6 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -402415.468750 Penalty: 2631.069336
	Iteration 1F: 3 clusters Score -402415.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -402558.500000 Penalty: 2631.069336
	Iteration 2F: 3 clusters Score -402558.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -402637.437500 Penalty: 2631.069336
	Iteration 3Q: 3 clusters Score -402637.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -402694.656250 Penalty: 2631.069336
	Iteration 4Q: 3 clusters Score -402694.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -402745.968750 Penalty: 2631.069336
	Iteration 5Q: 3 clusters Score -402746 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -402799.062500 Penalty: 2631.069336
	Iteration 6Q: 3 clusters Score -402799.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -402853.218750 Penalty: 2631.069336
	Iteration 7Q: 3 clusters Score -402853.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -402898.468750 Penalty: 2631.069336
	Iteration 8Q: 3 clusters Score -402898.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -402940.437500 Penalty: 2631.069336
	Iteration 9Q: 3 clusters Score -402940.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -402978.781250 Penalty: 2631.069336
	Iteration 10Q: 3 clusters Score -402978.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -403009.750000 Penalty: 2631.069336
	Iteration 11Q: 3 clusters Score -403009.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -403038.375000 Penalty: 2631.069336
	Iteration 12Q: 3 clusters Score -403038.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -403065.750000 Penalty: 2631.069336
	Iteration 13Q: 3 clusters Score -403065.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -403081.593750 Penalty: 2631.069336
	Iteration 14Q: 3 clusters Score -403081.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -403093.500000 Penalty: 2631.069336
	Iteration 15Q: 3 clusters Score -403093.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -403107.406250 Penalty: 2631.069336
	Iteration 16Q: 3 clusters Score -403107.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -403121.437500 Penalty: 2631.069336
	Iteration 17Q: 3 clusters Score -403121.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -403133.437500 Penalty: 2631.069336
	Iteration 18Q: 3 clusters Score -403133.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -403149.187500 Penalty: 2631.069336
	Iteration 19Q: 3 clusters Score -403149.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -403167.718750 Penalty: 2631.069336
	Iteration 20F: 3 clusters Score -403167.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -403180.218750 Penalty: 2631.069336
	Iteration 21Q: 3 clusters Score -403180.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -403193.593750 Penalty: 2631.069336
	Iteration 22Q: 3 clusters Score -403193.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -403212.281250 Penalty: 2631.069336
	Iteration 23Q: 3 clusters Score -403212.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -403227.312500 Penalty: 2631.069336
	Iteration 24Q: 3 clusters Score -403227.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -403244.468750 Penalty: 2631.069336
	Iteration 25Q: 3 clusters Score -403244.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -403257.031250 Penalty: 2631.069336
	Iteration 26Q: 3 clusters Score -403257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -403269.031250 Penalty: 2631.069336
	Iteration 27Q: 3 clusters Score -403269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -403281.406250 Penalty: 2631.069336
	Iteration 28Q: 3 clusters Score -403281.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -403292.375000 Penalty: 2631.069336
	Iteration 29Q: 3 clusters Score -403292.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -403301.312500 Penalty: 2631.069336
	Iteration 30Q: 3 clusters Score -403301.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -403304.968750 Penalty: 2631.069336
	Iteration 31Q: 3 clusters Score -403305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -403310.531250 Penalty: 2631.069336
	Iteration 32Q: 3 clusters Score -403310.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -403313.562500 Penalty: 2631.069336
	Iteration 33Q: 3 clusters Score -403313.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -403315.718750 Penalty: 2631.069336
	Iteration 34Q: 3 clusters Score -403315.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -403316.812500 Penalty: 2631.069336
	Iteration 35Q: 3 clusters Score -403316.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -403318.968750 Penalty: 2631.069336
	Iteration 36Q: 3 clusters Score -403319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -403321.781250 Penalty: 2631.069336
	Iteration 37Q: 3 clusters Score -403321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -403324.437500 Penalty: 2631.069336
	Iteration 38Q: 3 clusters Score -403324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -403325.218750 Penalty: 2631.069336
	Iteration 39Q: 3 clusters Score -403325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -403324.718750 Penalty: 2631.069336
	Iteration 40F: 3 clusters Score -403324.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -403325.468750 Penalty: 2631.069336
	Iteration 41Q: 3 clusters Score -403325.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -403325.625000 Penalty: 2631.069336
	Iteration 42Q: 3 clusters Score -403325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -403325.625000 Penalty: 2631.069336
	Iteration 43F: 3 clusters Score -403325.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -428269.375000 Penalty: 1328.389160
	Iteration 0F: 2 clusters Score -428269.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -425235.281250 Penalty: 2656.778320
	Iteration 0F: 3 clusters Score -425235.3 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -426011.031250 Penalty: 2656.778320
	Iteration 1F: 3 clusters Score -426011 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -426152.500000 Penalty: 2656.778320
	Iteration 2F: 3 clusters Score -426152.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -426242.031250 Penalty: 2656.778320
	Iteration 3Q: 3 clusters Score -426242 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -426302.375000 Penalty: 2656.778320
	Iteration 4Q: 3 clusters Score -426302.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -426357.312500 Penalty: 2656.778320
	Iteration 5Q: 3 clusters Score -426357.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -426395.906250 Penalty: 2656.778320
	Iteration 6Q: 3 clusters Score -426395.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -426432.250000 Penalty: 2656.778320
	Iteration 7Q: 3 clusters Score -426432.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -426466.625000 Penalty: 2656.778320
	Iteration 8Q: 3 clusters Score -426466.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -426507.406250 Penalty: 2656.778320
	Iteration 9Q: 3 clusters Score -426507.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -426537.812500 Penalty: 2656.778320
	Iteration 10Q: 3 clusters Score -426537.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -426559.843750 Penalty: 2656.778320
	Iteration 11Q: 3 clusters Score -426559.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -426581.843750 Penalty: 2656.778320
	Iteration 12Q: 3 clusters Score -426581.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -426608.031250 Penalty: 2656.778320
	Iteration 13Q: 3 clusters Score -426608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -426637.125000 Penalty: 2656.778320
	Iteration 14Q: 3 clusters Score -426637.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -426665.781250 Penalty: 2656.778320
	Iteration 15Q: 3 clusters Score -426665.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -426701.250000 Penalty: 2656.778320
	Iteration 16Q: 3 clusters Score -426701.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -426734.125000 Penalty: 2656.778320
	Iteration 17Q: 3 clusters Score -426734.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -426762.500000 Penalty: 2656.778320
	Iteration 18Q: 3 clusters Score -426762.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -426792.093750 Penalty: 2656.778320
	Iteration 19Q: 3 clusters Score -426792.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -426826.718750 Penalty: 2656.778320
	Iteration 20F: 3 clusters Score -426826.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -426855.031250 Penalty: 2656.778320
	Iteration 21Q: 3 clusters Score -426855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -426890.718750 Penalty: 2656.778320
	Iteration 22Q: 3 clusters Score -426890.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -426944.406250 Penalty: 2656.778320
	Iteration 23Q: 3 clusters Score -426944.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -426992.968750 Penalty: 2656.778320
	Iteration 24Q: 3 clusters Score -426993 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -427037.125000 Penalty: 2656.778320
	Iteration 25Q: 3 clusters Score -427037.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -427063.062500 Penalty: 2656.778320
	Iteration 26Q: 3 clusters Score -427063.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -427078.812500 Penalty: 2656.778320
	Iteration 27Q: 3 clusters Score -427078.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -427096.687500 Penalty: 2656.778320
	Iteration 28Q: 3 clusters Score -427096.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -427110.343750 Penalty: 2656.778320
	Iteration 29Q: 3 clusters Score -427110.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -427126.937500 Penalty: 2656.778320
	Iteration 30Q: 3 clusters Score -427126.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -427139.625000 Penalty: 2656.778320
	Iteration 31Q: 3 clusters Score -427139.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -427146.562500 Penalty: 2656.778320
	Iteration 32Q: 3 clusters Score -427146.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -427153.125000 Penalty: 2656.778320
	Iteration 33Q: 3 clusters Score -427153.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -427163.500000 Penalty: 2656.778320
	Iteration 34Q: 3 clusters Score -427163.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -427165.843750 Penalty: 2656.778320
	Iteration 35Q: 3 clusters Score -427165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -427168.687500 Penalty: 2656.778320
	Iteration 36Q: 3 clusters Score -427168.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -427171.250000 Penalty: 2656.778320
	Iteration 37Q: 3 clusters Score -427171.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -427172.156250 Penalty: 2656.778320
	Iteration 38Q: 3 clusters Score -427172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -427171.843750 Penalty: 2656.778320
	Iteration 39Q: 3 clusters Score -427171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -427171.843750 Penalty: 2656.778320
	Iteration 40F: 3 clusters Score -427171.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Entering Unmasked Estep 
Score: -827190.437500 Penalty: 1430.776001
	Iteration 0F: 2 clusters Score -827190.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -822113.937500 Penalty: 2861.552002
	Iteration 0F: 3 clusters Score -822113.9 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -823611.687500 Penalty: 2861.552002
	Iteration 1F: 3 clusters Score -823611.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -823815.812500 Penalty: 2861.552002
	Iteration 2F: 3 clusters Score -823815.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -823954.625000 Penalty: 2861.552002
	Iteration 3F: 3 clusters Score -823954.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -824050.250000 Penalty: 2861.552002
	Iteration 4Q: 3 clusters Score -824050.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -824124.625000 Penalty: 2861.552002
	Iteration 5Q: 3 clusters Score -824124.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -824198.125000 Penalty: 2861.552002
	Iteration 6Q: 3 clusters Score -824198.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -824277.875000 Penalty: 2861.552002
	Iteration 7Q: 3 clusters Score -824277.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -824363.000000 Penalty: 2861.552002
	Iteration 8Q: 3 clusters Score -824363 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -824459.375000 Penalty: 2861.552002
	Iteration 9Q: 3 clusters Score -824459.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -824562.812500 Penalty: 2861.552002
	Iteration 10Q: 3 clusters Score -824562.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -824685.000000 Penalty: 2861.552002
	Iteration 11Q: 3 clusters Score -824685 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -824817.500000 Penalty: 2861.552002
	Iteration 12Q: 3 clusters Score -824817.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -824973.125000 Penalty: 2861.552002
	Iteration 13Q: 3 clusters Score -824973.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -825106.125000 Penalty: 2861.552002
	Iteration 14Q: 3 clusters Score -825106.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -825249.375000 Penalty: 2861.552002
	Iteration 15Q: 3 clusters Score -825249.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -825402.125000 Penalty: 2861.552002
	Iteration 16Q: 3 clusters Score -825402.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -825532.625000 Penalty: 2861.552002
	Iteration 17Q: 3 clusters Score -825532.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -825656.125000 Penalty: 2861.552002
	Iteration 18Q: 3 clusters Score -825656.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -825740.562500 Penalty: 2861.552002
	Iteration 19Q: 3 clusters Score -825740.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -825813.375000 Penalty: 2861.552002
	Iteration 20F: 3 clusters Score -825813.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -825861.375000 Penalty: 2861.552002
	Iteration 21Q: 3 clusters Score -825861.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -825890.125000 Penalty: 2861.552002
	Iteration 22Q: 3 clusters Score -825890.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -825926.062500 Penalty: 2861.552002
	Iteration 23Q: 3 clusters Score -825926.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -825943.500000 Penalty: 2861.552002
	Iteration 24Q: 3 clusters Score -825943.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -825952.187500 Penalty: 2861.552002
	Iteration 25Q: 3 clusters Score -825952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -825957.937500 Penalty: 2861.552002
	Iteration 26Q: 3 clusters Score -825957.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -825962.125000 Penalty: 2861.552002
	Iteration 27Q: 3 clusters Score -825962.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -825967.625000 Penalty: 2861.552002
	Iteration 28Q: 3 clusters Score -825967.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -825981.437500 Penalty: 2861.552002
	Iteration 29Q: 3 clusters Score -825981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -825984.750000 Penalty: 2861.552002
	Iteration 30Q: 3 clusters Score -825984.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -825991.125000 Penalty: 2861.552002
	Iteration 31Q: 3 clusters Score -825991.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -825994.250000 Penalty: 2861.552002
	Iteration 32Q: 3 clusters Score -825994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -825996.562500 Penalty: 2861.552002
	Iteration 33Q: 3 clusters Score -825996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -825998.437500 Penalty: 2861.552002
	Iteration 34Q: 3 clusters Score -825998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -826004.750000 Penalty: 2861.552002
	Iteration 35Q: 3 clusters Score -826004.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -826006.562500 Penalty: 2861.552002
	Iteration 36Q: 3 clusters Score -826006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -826011.375000 Penalty: 2861.552002
	Iteration 37Q: 3 clusters Score -826011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -826014.125000 Penalty: 2861.552002
	Iteration 38Q: 3 clusters Score -826014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -826014.125000 Penalty: 2861.552002
	Iteration 39F: 3 clusters Score -826014.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Entering Unmasked Estep 
Score: -508634.468750 Penalty: 1352.033325
	Iteration 0F: 2 clusters Score -508634.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -505255.718750 Penalty: 2704.066650
	Iteration 0F: 3 clusters Score -505255.7 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -506191.031250 Penalty: 2704.066650
	Iteration 1F: 3 clusters Score -506191 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -506306.562500 Penalty: 2704.066650
	Iteration 2F: 3 clusters Score -506306.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -506375.156250 Penalty: 2704.066650
	Iteration 3Q: 3 clusters Score -506375.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -506430.312500 Penalty: 2704.066650
	Iteration 4Q: 3 clusters Score -506430.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -506478.531250 Penalty: 2704.066650
	Iteration 5Q: 3 clusters Score -506478.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -506514.125000 Penalty: 2704.066650
	Iteration 6Q: 3 clusters Score -506514.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -506539.406250 Penalty: 2704.066650
	Iteration 7Q: 3 clusters Score -506539.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -506562.031250 Penalty: 2704.066650
	Iteration 8Q: 3 clusters Score -506562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -506582.656250 Penalty: 2704.066650
	Iteration 9Q: 3 clusters Score -506582.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -506603.343750 Penalty: 2704.066650
	Iteration 10Q: 3 clusters Score -506603.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -506629.281250 Penalty: 2704.066650
	Iteration 11Q: 3 clusters Score -506629.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -506661.125000 Penalty: 2704.066650
	Iteration 12Q: 3 clusters Score -506661.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -506691.343750 Penalty: 2704.066650
	Iteration 13Q: 3 clusters Score -506691.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -506725.250000 Penalty: 2704.066650
	Iteration 14Q: 3 clusters Score -506725.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -506757.000000 Penalty: 2704.066650
	Iteration 15Q: 3 clusters Score -506757 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -506786.937500 Penalty: 2704.066650
	Iteration 16Q: 3 clusters Score -506786.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -506818.625000 Penalty: 2704.066650
	Iteration 17Q: 3 clusters Score -506818.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -506854.906250 Penalty: 2704.066650
	Iteration 18Q: 3 clusters Score -506854.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -506897.687500 Penalty: 2704.066650
	Iteration 19Q: 3 clusters Score -506897.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -506949.437500 Penalty: 2704.066650
	Iteration 20F: 3 clusters Score -506949.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -507006.062500 Penalty: 2704.066650
	Iteration 21Q: 3 clusters Score -507006.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -507057.812500 Penalty: 2704.066650
	Iteration 22Q: 3 clusters Score -507057.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -507101.562500 Penalty: 2704.066650
	Iteration 23Q: 3 clusters Score -507101.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -507146.656250 Penalty: 2704.066650
	Iteration 24Q: 3 clusters Score -507146.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -507195.156250 Penalty: 2704.066650
	Iteration 25Q: 3 clusters Score -507195.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -507241.031250 Penalty: 2704.066650
	Iteration 26Q: 3 clusters Score -507241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -507274.812500 Penalty: 2704.066650
	Iteration 27Q: 3 clusters Score -507274.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -507306.437500 Penalty: 2704.066650
	Iteration 28Q: 3 clusters Score -507306.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -507339.156250 Penalty: 2704.066650
	Iteration 29Q: 3 clusters Score -507339.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -507362.937500 Penalty: 2704.066650
	Iteration 30Q: 3 clusters Score -507362.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -507384.875000 Penalty: 2704.066650
	Iteration 31Q: 3 clusters Score -507384.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -507397.625000 Penalty: 2704.066650
	Iteration 32Q: 3 clusters Score -507397.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -507408.312500 Penalty: 2704.066650
	Iteration 33Q: 3 clusters Score -507408.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -507417.781250 Penalty: 2704.066650
	Iteration 34Q: 3 clusters Score -507417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -507425.281250 Penalty: 2704.066650
	Iteration 35Q: 3 clusters Score -507425.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -507433.718750 Penalty: 2704.066650
	Iteration 36Q: 3 clusters Score -507433.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -507440.156250 Penalty: 2704.066650
	Iteration 37Q: 3 clusters Score -507440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -507443.156250 Penalty: 2704.066650
	Iteration 38Q: 3 clusters Score -507443.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -507449.718750 Penalty: 2704.066650
	Iteration 39Q: 3 clusters Score -507449.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -507453.125000 Penalty: 2704.066650
	Iteration 40F: 3 clusters Score -507453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -507453.718750 Penalty: 2704.066650
	Iteration 41Q: 3 clusters Score -507453.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -507453.718750 Penalty: 2704.066650
	Iteration 42F: 3 clusters Score -507453.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Entering Unmasked Estep 
Score: -2497300.250000 Penalty: 1610.070557
	Iteration 0F: 2 clusters Score -2497300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2483771.750000 Penalty: 3220.141113
	Iteration 0F: 3 clusters Score -2483772 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2488619.250000 Penalty: 3220.141113
	Iteration 1F: 3 clusters Score -2488619 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2488950.500000 Penalty: 3220.141113
	Iteration 2Q: 3 clusters Score -2488950 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2489236.250000 Penalty: 3220.141113
	Iteration 3Q: 3 clusters Score -2489236 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2489500.750000 Penalty: 3220.141113
	Iteration 4Q: 3 clusters Score -2489501 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2489743.500000 Penalty: 3220.141113
	Iteration 5Q: 3 clusters Score -2489744 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2490005.000000 Penalty: 3220.141113
	Iteration 6Q: 3 clusters Score -2490005 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2490296.000000 Penalty: 3220.141113
	Iteration 7Q: 3 clusters Score -2490296 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2490622.000000 Penalty: 3220.141113
	Iteration 8Q: 3 clusters Score -2490622 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2490997.000000 Penalty: 3220.141113
	Iteration 9Q: 3 clusters Score -2490997 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2491352.500000 Penalty: 3220.141113
	Iteration 10Q: 3 clusters Score -2491352 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2491743.750000 Penalty: 3220.141113
	Iteration 11Q: 3 clusters Score -2491744 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2492225.750000 Penalty: 3220.141113
	Iteration 12Q: 3 clusters Score -2492226 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2492752.000000 Penalty: 3220.141113
	Iteration 13Q: 3 clusters Score -2492752 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2493473.000000 Penalty: 3220.141113
	Iteration 14Q: 3 clusters Score -2493473 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2494162.750000 Penalty: 3220.141113
	Iteration 15Q: 3 clusters Score -2494163 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2494587.250000 Penalty: 3220.141113
	Iteration 16Q: 3 clusters Score -2494587 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2494798.750000 Penalty: 3220.141113
	Iteration 17Q: 3 clusters Score -2494799 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2494915.250000 Penalty: 3220.141113
	Iteration 18Q: 3 clusters Score -2494915 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2495006.500000 Penalty: 3220.141113
	Iteration 19Q: 3 clusters Score -2495006 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2495070.250000 Penalty: 3220.141113
	Iteration 20F: 3 clusters Score -2495070 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2495154.750000 Penalty: 3220.141113
	Iteration 21Q: 3 clusters Score -2495155 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2495227.500000 Penalty: 3220.141113
	Iteration 22Q: 3 clusters Score -2495228 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2495288.250000 Penalty: 3220.141113
	Iteration 23Q: 3 clusters Score -2495288 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2495342.250000 Penalty: 3220.141113
	Iteration 24Q: 3 clusters Score -2495342 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2495382.500000 Penalty: 3220.141113
	Iteration 25Q: 3 clusters Score -2495382 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2495423.000000 Penalty: 3220.141113
	Iteration 26Q: 3 clusters Score -2495423 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2495453.750000 Penalty: 3220.141113
	Iteration 27Q: 3 clusters Score -2495454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2495488.500000 Penalty: 3220.141113
	Iteration 28Q: 3 clusters Score -2495488 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2495523.250000 Penalty: 3220.141113
	Iteration 29Q: 3 clusters Score -2495523 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2495562.750000 Penalty: 3220.141113
	Iteration 30Q: 3 clusters Score -2495563 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2495587.250000 Penalty: 3220.141113
	Iteration 31Q: 3 clusters Score -2495587 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2495614.250000 Penalty: 3220.141113
	Iteration 32Q: 3 clusters Score -2495614 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2495646.750000 Penalty: 3220.141113
	Iteration 33Q: 3 clusters Score -2495647 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2495679.750000 Penalty: 3220.141113
	Iteration 34Q: 3 clusters Score -2495680 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2495702.750000 Penalty: 3220.141113
	Iteration 35Q: 3 clusters Score -2495703 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2495729.500000 Penalty: 3220.141113
	Iteration 36Q: 3 clusters Score -2495730 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2495765.750000 Penalty: 3220.141113
	Iteration 37Q: 3 clusters Score -2495766 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2495784.250000 Penalty: 3220.141113
	Iteration 38Q: 3 clusters Score -2495784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2495799.500000 Penalty: 3220.141113
	Iteration 39Q: 3 clusters Score -2495800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2495813.000000 Penalty: 3220.141113
	Iteration 40F: 3 clusters Score -2495813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2495821.250000 Penalty: 3220.141113
	Iteration 41Q: 3 clusters Score -2495821 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2495840.250000 Penalty: 3220.141113
	Iteration 42Q: 3 clusters Score -2495840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2495851.750000 Penalty: 3220.141113
	Iteration 43Q: 3 clusters Score -2495852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2495867.500000 Penalty: 3220.141113
	Iteration 44Q: 3 clusters Score -2495868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2495881.250000 Penalty: 3220.141113
	Iteration 45Q: 3 clusters Score -2495881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2495883.750000 Penalty: 3220.141113
	Iteration 46Q: 3 clusters Score -2495884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2495896.250000 Penalty: 3220.141113
	Iteration 47Q: 3 clusters Score -2495896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2495919.500000 Penalty: 3220.141113
	Iteration 48Q: 3 clusters Score -2495920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2495917.000000 Penalty: 3220.141113
	Iteration 49Q: 3 clusters Score -2495917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2495925.750000 Penalty: 3220.141113
	Iteration 50Q: 3 clusters Score -2495926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2495939.500000 Penalty: 3220.141113
	Iteration 51Q: 3 clusters Score -2495940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2495944.750000 Penalty: 3220.141113
	Iteration 52Q: 3 clusters Score -2495945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2495951.750000 Penalty: 3220.141113
	Iteration 53Q: 3 clusters Score -2495952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2495961.250000 Penalty: 3220.141113
	Iteration 54Q: 3 clusters Score -2495961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2495963.250000 Penalty: 3220.141113
	Iteration 55Q: 3 clusters Score -2495963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2495967.750000 Penalty: 3220.141113
	Iteration 56Q: 3 clusters Score -2495968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2495968.250000 Penalty: 3220.141113
	Iteration 57Q: 3 clusters Score -2495968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2495970.500000 Penalty: 3220.141113
	Iteration 58Q: 3 clusters Score -2495970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2495976.750000 Penalty: 3220.141113
	Iteration 59Q: 3 clusters Score -2495977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2495979.500000 Penalty: 3220.141113
	Iteration 60F: 3 clusters Score -2495980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2495973.000000 Penalty: 3220.141113
	Iteration 61Q: 3 clusters Score -2495973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2495978.000000 Penalty: 3220.141113
	Iteration 62Q: 3 clusters Score -2495978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2495975.250000 Penalty: 3220.141113
	Iteration 63Q: 3 clusters Score -2495975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2495976.750000 Penalty: 3220.141113
	Iteration 64Q: 3 clusters Score -2495977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2495982.000000 Penalty: 3220.141113
	Iteration 65Q: 3 clusters Score -2495982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2495979.500000 Penalty: 3220.141113
	Iteration 66Q: 3 clusters Score -2495980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2495982.500000 Penalty: 3220.141113
	Iteration 67Q: 3 clusters Score -2495982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2495983.750000 Penalty: 3220.141113
	Iteration 68Q: 3 clusters Score -2495984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2495985.750000 Penalty: 3220.141113
	Iteration 69Q: 3 clusters Score -2495986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2495984.750000 Penalty: 3220.141113
	Iteration 70Q: 3 clusters Score -2495985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2495988.000000 Penalty: 3220.141113
	Iteration 71Q: 3 clusters Score -2495988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2495986.250000 Penalty: 3220.141113
	Iteration 72Q: 3 clusters Score -2495986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2495989.000000 Penalty: 3220.141113
	Iteration 73Q: 3 clusters Score -2495989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2495990.750000 Penalty: 3220.141113
	Iteration 74Q: 3 clusters Score -2495991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2495988.500000 Penalty: 3220.141113
	Iteration 75Q: 3 clusters Score -2495988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2495990.250000 Penalty: 3220.141113
	Iteration 76Q: 3 clusters Score -2495990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2495991.000000 Penalty: 3220.141113
	Iteration 77Q: 3 clusters Score -2495991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2495993.500000 Penalty: 3220.141113
	Iteration 78Q: 3 clusters Score -2495994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2495995.750000 Penalty: 3220.141113
	Iteration 79Q: 3 clusters Score -2495996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2495997.250000 Penalty: 3220.141113
	Iteration 80F: 3 clusters Score -2495997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2496003.250000 Penalty: 3220.141113
	Iteration 81Q: 3 clusters Score -2496003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2495999.750000 Penalty: 3220.141113
	Iteration 82Q: 3 clusters Score -2496000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2496005.000000 Penalty: 3220.141113
	Iteration 83Q: 3 clusters Score -2496005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2496003.500000 Penalty: 3220.141113
	Iteration 84Q: 3 clusters Score -2496004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2496003.250000 Penalty: 3220.141113
	Iteration 85Q: 3 clusters Score -2496003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2496002.500000 Penalty: 3220.141113
	Iteration 86Q: 3 clusters Score -2496002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2496006.250000 Penalty: 3220.141113
	Iteration 87Q: 3 clusters Score -2496006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2496005.000000 Penalty: 3220.141113
	Iteration 88Q: 3 clusters Score -2496005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2496008.250000 Penalty: 3220.141113
	Iteration 89Q: 3 clusters Score -2496008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2496008.000000 Penalty: 3220.141113
	Iteration 90Q: 3 clusters Score -2496008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2496008.750000 Penalty: 3220.141113
	Iteration 91Q: 3 clusters Score -2496009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2496007.500000 Penalty: 3220.141113
	Iteration 92Q: 3 clusters Score -2496008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2496007.500000 Penalty: 3220.141113
	Iteration 93F: 3 clusters Score -2496008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (75548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75548 members 
Entering Unmasked Estep 
Score: -9409724.000000 Penalty: 1825.285156
	Iteration 0F: 2 clusters Score -9409724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -9362306.000000 Penalty: 3650.570312
	Iteration 0F: 3 clusters Score -9362306 nChanged 35810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -9383048.000000 Penalty: 3650.570312
	Iteration 1F: 3 clusters Score -9383048 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -9383675.000000 Penalty: 3650.570312
	Iteration 2Q: 3 clusters Score -9383675 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -9384373.000000 Penalty: 3650.570312
	Iteration 3Q: 3 clusters Score -9384373 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -9385405.000000 Penalty: 3650.570312
	Iteration 4Q: 3 clusters Score -9385405 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -9387037.000000 Penalty: 3650.570312
	Iteration 5Q: 3 clusters Score -9387037 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -9389765.000000 Penalty: 3650.570312
	Iteration 6F: 3 clusters Score -9389765 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -9393602.000000 Penalty: 3650.570312
	Iteration 7F: 3 clusters Score -9393602 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -9397426.000000 Penalty: 3650.570312
	Iteration 8F: 3 clusters Score -9397426 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -9400740.000000 Penalty: 3650.570312
	Iteration 9F: 3 clusters Score -9400740 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -9403176.000000 Penalty: 3650.570312
	Iteration 10Q: 3 clusters Score -9403176 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -9404699.000000 Penalty: 3650.570312
	Iteration 11Q: 3 clusters Score -9404699 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 72377 members 
Entering Unmasked Estep 
Score: -9405753.000000 Penalty: 3650.570312
	Iteration 12Q: 3 clusters Score -9405753 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -9406366.000000 Penalty: 3650.570312
	Iteration 13Q: 3 clusters Score -9406366 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -9406831.000000 Penalty: 3650.570312
	Iteration 14Q: 3 clusters Score -9406831 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -9407207.000000 Penalty: 3650.570312
	Iteration 15Q: 3 clusters Score -9407207 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -9407462.000000 Penalty: 3650.570312
	Iteration 16Q: 3 clusters Score -9407462 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -9407622.000000 Penalty: 3650.570312
	Iteration 17Q: 3 clusters Score -9407622 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -9407740.000000 Penalty: 3650.570312
	Iteration 18Q: 3 clusters Score -9407740 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 74997 members 
Entering Unmasked Estep 
Score: -9407865.000000 Penalty: 3650.570312
	Iteration 19Q: 3 clusters Score -9407865 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 75061 members 
Entering Unmasked Estep 
Score: -9407934.000000 Penalty: 3650.570312
	Iteration 20F: 3 clusters Score -9407934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 75115 members 
Entering Unmasked Estep 
Score: -9407985.000000 Penalty: 3650.570312
	Iteration 21Q: 3 clusters Score -9407985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -9408026.000000 Penalty: 3650.570312
	Iteration 22Q: 3 clusters Score -9408026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -9408042.000000 Penalty: 3650.570312
	Iteration 23Q: 3 clusters Score -9408042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -9408060.000000 Penalty: 3650.570312
	Iteration 24Q: 3 clusters Score -9408060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -9408060.000000 Penalty: 3650.570312
	Iteration 25Q: 3 clusters Score -9408060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -9408067.000000 Penalty: 3650.570312
	Iteration 26Q: 3 clusters Score -9408067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 75194 members 
Entering Unmasked Estep 
Score: -9408075.000000 Penalty: 3650.570312
	Iteration 27Q: 3 clusters Score -9408075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -9408078.000000 Penalty: 3650.570312
	Iteration 28Q: 3 clusters Score -9408078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -9408078.000000 Penalty: 3650.570312
	Iteration 29Q: 3 clusters Score -9408078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -9408078.000000 Penalty: 3650.570312
	Iteration 30F: 3 clusters Score -9408078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -36944.214844 Penalty: 966.130859
	Iteration 0F: 2 clusters Score -36944.21 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 192 members 
Entering Unmasked Estep 
Score: -36050.027344 Penalty: 1932.261719
	Iteration 0F: 3 clusters Score -36050.03 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36179.007812 Penalty: 1932.261719
	Iteration 1F: 3 clusters Score -36179.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36208.675781 Penalty: 1932.261719
	Iteration 2Q: 3 clusters Score -36208.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36228.023438 Penalty: 1932.261719
	Iteration 3Q: 3 clusters Score -36228.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36235.957031 Penalty: 1932.261719
	Iteration 4Q: 3 clusters Score -36235.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36239.867188 Penalty: 1932.261719
	Iteration 5Q: 3 clusters Score -36239.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36244.128906 Penalty: 1932.261719
	Iteration 6Q: 3 clusters Score -36244.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36257.054688 Penalty: 1932.261719
	Iteration 7Q: 3 clusters Score -36257.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36274.375000 Penalty: 1932.261719
	Iteration 8Q: 3 clusters Score -36274.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36285.703125 Penalty: 1932.261719
	Iteration 9Q: 3 clusters Score -36285.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36302.718750 Penalty: 1932.261719
	Iteration 10Q: 3 clusters Score -36302.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36311.835938 Penalty: 1932.261719
	Iteration 11Q: 3 clusters Score -36311.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36318.335938 Penalty: 1932.261719
	Iteration 12Q: 3 clusters Score -36318.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36322.218750 Penalty: 1932.261719
	Iteration 13Q: 3 clusters Score -36322.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36324.394531 Penalty: 1932.261719
	Iteration 14Q: 3 clusters Score -36324.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36325.957031 Penalty: 1932.261719
	Iteration 15Q: 3 clusters Score -36325.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36346.593750 Penalty: 1932.261719
	Iteration 16Q: 3 clusters Score -36346.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36371.183594 Penalty: 1932.261719
	Iteration 17Q: 3 clusters Score -36371.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36380.097656 Penalty: 1932.261719
	Iteration 18Q: 3 clusters Score -36380.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36396.414062 Penalty: 1932.261719
	Iteration 19Q: 3 clusters Score -36396.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36409.285156 Penalty: 1932.261719
	Iteration 20F: 3 clusters Score -36409.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36421.058594 Penalty: 1932.261719
	Iteration 21Q: 3 clusters Score -36421.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -36427.972656 Penalty: 1932.261719
	Iteration 22Q: 3 clusters Score -36427.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36432.277344 Penalty: 1932.261719
	Iteration 23Q: 3 clusters Score -36432.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36432.277344 Penalty: 1932.261719
	Iteration 24F: 3 clusters Score -36432.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -15554.811523 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -15554.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15175.961914 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -15175.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15326.976562 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -15326.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15341.661133 Penalty: 1689.511475
	Iteration 2Q: 3 clusters Score -15341.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15363.280273 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -15363.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15382.767578 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -15382.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -15410.743164 Penalty: 1689.511475
	Iteration 5F: 3 clusters Score -15410.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -15446.563477 Penalty: 1689.511475
	Iteration 6F: 3 clusters Score -15446.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -15482.735352 Penalty: 1689.511475
	Iteration 7Q: 3 clusters Score -15482.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -15516.601562 Penalty: 1689.511475
	Iteration 8Q: 3 clusters Score -15516.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -15532.721680 Penalty: 1689.511475
	Iteration 9Q: 3 clusters Score -15532.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -15537.477539 Penalty: 1689.511475
	Iteration 10Q: 3 clusters Score -15537.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -15542.256836 Penalty: 1689.511475
	Iteration 11Q: 3 clusters Score -15542.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -15545.596680 Penalty: 1689.511475
	Iteration 12Q: 3 clusters Score -15545.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -15545.596680 Penalty: 1689.511475
	Iteration 13F: 3 clusters Score -15545.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Entering Unmasked Estep 
Score: -771376.562500 Penalty: 1422.551147
	Iteration 0F: 2 clusters Score -771376.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -766554.687500 Penalty: 2845.102295
	Iteration 0F: 3 clusters Score -766554.7 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -767966.375000 Penalty: 2845.102295
	Iteration 1F: 3 clusters Score -767966.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -768130.812500 Penalty: 2845.102295
	Iteration 2F: 3 clusters Score -768130.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -768207.187500 Penalty: 2845.102295
	Iteration 3Q: 3 clusters Score -768207.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -768275.000000 Penalty: 2845.102295
	Iteration 4Q: 3 clusters Score -768275 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -768324.500000 Penalty: 2845.102295
	Iteration 5Q: 3 clusters Score -768324.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -768363.812500 Penalty: 2845.102295
	Iteration 6Q: 3 clusters Score -768363.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -768400.250000 Penalty: 2845.102295
	Iteration 7Q: 3 clusters Score -768400.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -768445.500000 Penalty: 2845.102295
	Iteration 8Q: 3 clusters Score -768445.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -768478.812500 Penalty: 2845.102295
	Iteration 9Q: 3 clusters Score -768478.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -768503.625000 Penalty: 2845.102295
	Iteration 10Q: 3 clusters Score -768503.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -768538.625000 Penalty: 2845.102295
	Iteration 11Q: 3 clusters Score -768538.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -768569.562500 Penalty: 2845.102295
	Iteration 12Q: 3 clusters Score -768569.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -768603.562500 Penalty: 2845.102295
	Iteration 13Q: 3 clusters Score -768603.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -768632.562500 Penalty: 2845.102295
	Iteration 14Q: 3 clusters Score -768632.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -768662.500000 Penalty: 2845.102295
	Iteration 15Q: 3 clusters Score -768662.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -768701.562500 Penalty: 2845.102295
	Iteration 16Q: 3 clusters Score -768701.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -768741.875000 Penalty: 2845.102295
	Iteration 17Q: 3 clusters Score -768741.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -768786.437500 Penalty: 2845.102295
	Iteration 18Q: 3 clusters Score -768786.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -768848.187500 Penalty: 2845.102295
	Iteration 19Q: 3 clusters Score -768848.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -768937.187500 Penalty: 2845.102295
	Iteration 20F: 3 clusters Score -768937.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -769044.687500 Penalty: 2845.102295
	Iteration 21Q: 3 clusters Score -769044.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -769153.687500 Penalty: 2845.102295
	Iteration 22Q: 3 clusters Score -769153.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -769273.187500 Penalty: 2845.102295
	Iteration 23Q: 3 clusters Score -769273.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -769415.250000 Penalty: 2845.102295
	Iteration 24Q: 3 clusters Score -769415.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -769560.125000 Penalty: 2845.102295
	Iteration 25Q: 3 clusters Score -769560.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -769685.437500 Penalty: 2845.102295
	Iteration 26Q: 3 clusters Score -769685.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -769803.875000 Penalty: 2845.102295
	Iteration 27Q: 3 clusters Score -769803.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -769894.937500 Penalty: 2845.102295
	Iteration 28Q: 3 clusters Score -769894.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -769960.937500 Penalty: 2845.102295
	Iteration 29Q: 3 clusters Score -769960.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -770007.062500 Penalty: 2845.102295
	Iteration 30Q: 3 clusters Score -770007.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -770041.062500 Penalty: 2845.102295
	Iteration 31Q: 3 clusters Score -770041.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -770059.062500 Penalty: 2845.102295
	Iteration 32Q: 3 clusters Score -770059.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -770073.562500 Penalty: 2845.102295
	Iteration 33Q: 3 clusters Score -770073.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -770090.500000 Penalty: 2845.102295
	Iteration 34Q: 3 clusters Score -770090.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -770102.812500 Penalty: 2845.102295
	Iteration 35Q: 3 clusters Score -770102.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -770108.437500 Penalty: 2845.102295
	Iteration 36Q: 3 clusters Score -770108.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -770117.375000 Penalty: 2845.102295
	Iteration 37Q: 3 clusters Score -770117.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -770127.375000 Penalty: 2845.102295
	Iteration 38Q: 3 clusters Score -770127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -770127.187500 Penalty: 2845.102295
	Iteration 39Q: 3 clusters Score -770127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -770128.312500 Penalty: 2845.102295
	Iteration 40F: 3 clusters Score -770128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -770128.812500 Penalty: 2845.102295
	Iteration 41Q: 3 clusters Score -770128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -770131.812500 Penalty: 2845.102295
	Iteration 42Q: 3 clusters Score -770131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -770131.812500 Penalty: 2845.102295
	Iteration 43F: 3 clusters Score -770131.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (62347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Entering Unmasked Estep 
Score: -7751110.500000 Penalty: 1794.076538
	Iteration 0F: 2 clusters Score -7751110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -7710213.500000 Penalty: 3588.153076
	Iteration 0F: 3 clusters Score -7710214 nChanged 29452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -7727559.000000 Penalty: 3588.153076
	Iteration 1F: 3 clusters Score -7727559 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -7728360.500000 Penalty: 3588.153076
	Iteration 2Q: 3 clusters Score -7728360 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -7729423.000000 Penalty: 3588.153076
	Iteration 3Q: 3 clusters Score -7729423 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -7730855.000000 Penalty: 3588.153076
	Iteration 4Q: 3 clusters Score -7730855 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -7733073.500000 Penalty: 3588.153076
	Iteration 5F: 3 clusters Score -7733074 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -7736210.500000 Penalty: 3588.153076
	Iteration 6F: 3 clusters Score -7736210 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -7739991.000000 Penalty: 3588.153076
	Iteration 7F: 3 clusters Score -7739991 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -7743290.000000 Penalty: 3588.153076
	Iteration 8F: 3 clusters Score -7743290 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -7745183.500000 Penalty: 3588.153076
	Iteration 9Q: 3 clusters Score -7745184 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -7746233.000000 Penalty: 3588.153076
	Iteration 10Q: 3 clusters Score -7746233 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -7746873.500000 Penalty: 3588.153076
	Iteration 11Q: 3 clusters Score -7746874 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -7747334.000000 Penalty: 3588.153076
	Iteration 12Q: 3 clusters Score -7747334 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -7747715.000000 Penalty: 3588.153076
	Iteration 13Q: 3 clusters Score -7747715 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -7748027.000000 Penalty: 3588.153076
	Iteration 14Q: 3 clusters Score -7748027 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -7748264.000000 Penalty: 3588.153076
	Iteration 15Q: 3 clusters Score -7748264 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -7748416.500000 Penalty: 3588.153076
	Iteration 16Q: 3 clusters Score -7748416 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -7748573.000000 Penalty: 3588.153076
	Iteration 17Q: 3 clusters Score -7748573 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -7748637.000000 Penalty: 3588.153076
	Iteration 18Q: 3 clusters Score -7748637 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -7748733.500000 Penalty: 3588.153076
	Iteration 19Q: 3 clusters Score -7748734 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -7748800.500000 Penalty: 3588.153076
	Iteration 20F: 3 clusters Score -7748800 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -7748835.000000 Penalty: 3588.153076
	Iteration 21Q: 3 clusters Score -7748835 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -7748862.000000 Penalty: 3588.153076
	Iteration 22Q: 3 clusters Score -7748862 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -7748884.000000 Penalty: 3588.153076
	Iteration 23Q: 3 clusters Score -7748884 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -7748915.000000 Penalty: 3588.153076
	Iteration 24Q: 3 clusters Score -7748915 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -7748934.000000 Penalty: 3588.153076
	Iteration 25Q: 3 clusters Score -7748934 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -7748952.000000 Penalty: 3588.153076
	Iteration 26Q: 3 clusters Score -7748952 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -7749009.500000 Penalty: 3588.153076
	Iteration 27Q: 3 clusters Score -7749010 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -7749064.000000 Penalty: 3588.153076
	Iteration 28Q: 3 clusters Score -7749064 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -7749098.000000 Penalty: 3588.153076
	Iteration 29Q: 3 clusters Score -7749098 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -7749120.500000 Penalty: 3588.153076
	Iteration 30Q: 3 clusters Score -7749120 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -7749157.500000 Penalty: 3588.153076
	Iteration 31Q: 3 clusters Score -7749158 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -7749175.500000 Penalty: 3588.153076
	Iteration 32Q: 3 clusters Score -7749176 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -7749200.000000 Penalty: 3588.153076
	Iteration 33Q: 3 clusters Score -7749200 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -7749199.000000 Penalty: 3588.153076
	Iteration 34Q: 3 clusters Score -7749199 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -7749239.500000 Penalty: 3588.153076
	Iteration 35Q: 3 clusters Score -7749240 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -7749259.000000 Penalty: 3588.153076
	Iteration 36Q: 3 clusters Score -7749259 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -7749303.000000 Penalty: 3588.153076
	Iteration 37Q: 3 clusters Score -7749303 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -7749330.000000 Penalty: 3588.153076
	Iteration 38Q: 3 clusters Score -7749330 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7749351.500000 Penalty: 3588.153076
	Iteration 39Q: 3 clusters Score -7749352 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7749378.000000 Penalty: 3588.153076
	Iteration 40F: 3 clusters Score -7749378 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7749418.500000 Penalty: 3588.153076
	Iteration 41Q: 3 clusters Score -7749418 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7749448.500000 Penalty: 3588.153076
	Iteration 42Q: 3 clusters Score -7749448 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7749469.000000 Penalty: 3588.153076
	Iteration 43Q: 3 clusters Score -7749469 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7749511.000000 Penalty: 3588.153076
	Iteration 44Q: 3 clusters Score -7749511 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7749531.500000 Penalty: 3588.153076
	Iteration 45Q: 3 clusters Score -7749532 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7749597.000000 Penalty: 3588.153076
	Iteration 46Q: 3 clusters Score -7749597 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7749613.500000 Penalty: 3588.153076
	Iteration 47Q: 3 clusters Score -7749614 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7749658.000000 Penalty: 3588.153076
	Iteration 48Q: 3 clusters Score -7749658 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7749697.000000 Penalty: 3588.153076
	Iteration 49Q: 3 clusters Score -7749697 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7749718.000000 Penalty: 3588.153076
	Iteration 50Q: 3 clusters Score -7749718 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7749739.500000 Penalty: 3588.153076
	Iteration 51Q: 3 clusters Score -7749740 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7749758.000000 Penalty: 3588.153076
	Iteration 52Q: 3 clusters Score -7749758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7749768.000000 Penalty: 3588.153076
	Iteration 53Q: 3 clusters Score -7749768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7749789.000000 Penalty: 3588.153076
	Iteration 54Q: 3 clusters Score -7749789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7749802.500000 Penalty: 3588.153076
	Iteration 55Q: 3 clusters Score -7749802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7749824.500000 Penalty: 3588.153076
	Iteration 56Q: 3 clusters Score -7749824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7749839.000000 Penalty: 3588.153076
	Iteration 57Q: 3 clusters Score -7749839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7749845.000000 Penalty: 3588.153076
	Iteration 58Q: 3 clusters Score -7749845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7749857.500000 Penalty: 3588.153076
	Iteration 59Q: 3 clusters Score -7749858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7749873.500000 Penalty: 3588.153076
	Iteration 60F: 3 clusters Score -7749874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7749868.500000 Penalty: 3588.153076
	Iteration 61Q: 3 clusters Score -7749868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7749871.000000 Penalty: 3588.153076
	Iteration 62Q: 3 clusters Score -7749871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7749872.000000 Penalty: 3588.153076
	Iteration 63Q: 3 clusters Score -7749872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7749883.500000 Penalty: 3588.153076
	Iteration 64Q: 3 clusters Score -7749884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7749882.000000 Penalty: 3588.153076
	Iteration 65Q: 3 clusters Score -7749882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7749889.500000 Penalty: 3588.153076
	Iteration 66Q: 3 clusters Score -7749890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7749899.500000 Penalty: 3588.153076
	Iteration 67Q: 3 clusters Score -7749900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7749913.500000 Penalty: 3588.153076
	Iteration 68Q: 3 clusters Score -7749914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7749909.500000 Penalty: 3588.153076
	Iteration 69Q: 3 clusters Score -7749910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7749912.000000 Penalty: 3588.153076
	Iteration 70Q: 3 clusters Score -7749912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7749915.000000 Penalty: 3588.153076
	Iteration 71Q: 3 clusters Score -7749915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7749910.500000 Penalty: 3588.153076
	Iteration 72Q: 3 clusters Score -7749910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7749916.000000 Penalty: 3588.153076
	Iteration 73Q: 3 clusters Score -7749916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7749924.000000 Penalty: 3588.153076
	Iteration 74Q: 3 clusters Score -7749924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7749921.000000 Penalty: 3588.153076
	Iteration 75Q: 3 clusters Score -7749921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7749923.000000 Penalty: 3588.153076
	Iteration 76Q: 3 clusters Score -7749923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7749921.500000 Penalty: 3588.153076
	Iteration 77Q: 3 clusters Score -7749922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7749923.000000 Penalty: 3588.153076
	Iteration 78Q: 3 clusters Score -7749923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7749932.500000 Penalty: 3588.153076
	Iteration 79Q: 3 clusters Score -7749932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7749931.500000 Penalty: 3588.153076
	Iteration 80F: 3 clusters Score -7749932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7749937.500000 Penalty: 3588.153076
	Iteration 81Q: 3 clusters Score -7749938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7749935.000000 Penalty: 3588.153076
	Iteration 82Q: 3 clusters Score -7749935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7749936.500000 Penalty: 3588.153076
	Iteration 83Q: 3 clusters Score -7749936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7749930.500000 Penalty: 3588.153076
	Iteration 84Q: 3 clusters Score -7749930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7749934.000000 Penalty: 3588.153076
	Iteration 85Q: 3 clusters Score -7749934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7749937.500000 Penalty: 3588.153076
	Iteration 86Q: 3 clusters Score -7749938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7749938.000000 Penalty: 3588.153076
	Iteration 87Q: 3 clusters Score -7749938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7749936.500000 Penalty: 3588.153076
	Iteration 88Q: 3 clusters Score -7749936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7749945.000000 Penalty: 3588.153076
	Iteration 89Q: 3 clusters Score -7749945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7749940.500000 Penalty: 3588.153076
	Iteration 90Q: 3 clusters Score -7749940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7749938.500000 Penalty: 3588.153076
	Iteration 91Q: 3 clusters Score -7749938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7749943.000000 Penalty: 3588.153076
	Iteration 92Q: 3 clusters Score -7749943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7749944.500000 Penalty: 3588.153076
	Iteration 93Q: 3 clusters Score -7749944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7749941.500000 Penalty: 3588.153076
	Iteration 94Q: 3 clusters Score -7749942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7749941.500000 Penalty: 3588.153076
	Iteration 95F: 3 clusters Score -7749942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Entering Unmasked Estep 
Score: -1674986.750000 Penalty: 1551.240845
	Iteration 0F: 2 clusters Score -1674987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1665253.000000 Penalty: 3102.481689
	Iteration 0F: 3 clusters Score -1665253 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1668772.750000 Penalty: 3102.481689
	Iteration 1F: 3 clusters Score -1668773 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1669179.500000 Penalty: 3102.481689
	Iteration 2F: 3 clusters Score -1669180 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1669516.875000 Penalty: 3102.481689
	Iteration 3F: 3 clusters Score -1669517 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1669840.250000 Penalty: 3102.481689
	Iteration 4Q: 3 clusters Score -1669840 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1670180.000000 Penalty: 3102.481689
	Iteration 5Q: 3 clusters Score -1670180 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1670619.500000 Penalty: 3102.481689
	Iteration 6Q: 3 clusters Score -1670620 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1671147.125000 Penalty: 3102.481689
	Iteration 7F: 3 clusters Score -1671147 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1671736.375000 Penalty: 3102.481689
	Iteration 8F: 3 clusters Score -1671736 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1672354.250000 Penalty: 3102.481689
	Iteration 9F: 3 clusters Score -1672354 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1672861.000000 Penalty: 3102.481689
	Iteration 10Q: 3 clusters Score -1672861 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1673216.375000 Penalty: 3102.481689
	Iteration 11Q: 3 clusters Score -1673216 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1673424.625000 Penalty: 3102.481689
	Iteration 12Q: 3 clusters Score -1673425 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1673510.125000 Penalty: 3102.481689
	Iteration 13Q: 3 clusters Score -1673510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1673556.250000 Penalty: 3102.481689
	Iteration 14Q: 3 clusters Score -1673556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1673595.500000 Penalty: 3102.481689
	Iteration 15Q: 3 clusters Score -1673596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1673626.500000 Penalty: 3102.481689
	Iteration 16Q: 3 clusters Score -1673626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1673645.875000 Penalty: 3102.481689
	Iteration 17Q: 3 clusters Score -1673646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1673657.000000 Penalty: 3102.481689
	Iteration 18Q: 3 clusters Score -1673657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1673668.125000 Penalty: 3102.481689
	Iteration 19Q: 3 clusters Score -1673668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1673676.875000 Penalty: 3102.481689
	Iteration 20F: 3 clusters Score -1673677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1673680.750000 Penalty: 3102.481689
	Iteration 21Q: 3 clusters Score -1673681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1673680.875000 Penalty: 3102.481689
	Iteration 22Q: 3 clusters Score -1673681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1673680.750000 Penalty: 3102.481689
	Iteration 23Q: 3 clusters Score -1673681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1673688.625000 Penalty: 3102.481689
	Iteration 24Q: 3 clusters Score -1673689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1673694.500000 Penalty: 3102.481689
	Iteration 25Q: 3 clusters Score -1673694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1673696.625000 Penalty: 3102.481689
	Iteration 26Q: 3 clusters Score -1673697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1673703.125000 Penalty: 3102.481689
	Iteration 27Q: 3 clusters Score -1673703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1673705.625000 Penalty: 3102.481689
	Iteration 28Q: 3 clusters Score -1673706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1673714.000000 Penalty: 3102.481689
	Iteration 29Q: 3 clusters Score -1673714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1673714.000000 Penalty: 3102.481689
	Iteration 30F: 3 clusters Score -1673714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -286899.281250 Penalty: 1275.197998
	Iteration 0F: 2 clusters Score -286899.3 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 1300 members 
Entering Unmasked Estep 
Score: -284463.062500 Penalty: 2550.395996
	Iteration 0F: 3 clusters Score -284463.1 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -285222.718750 Penalty: 2550.395996
	Iteration 1F: 3 clusters Score -285222.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -285618.437500 Penalty: 2550.395996
	Iteration 2F: 3 clusters Score -285618.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -286008.125000 Penalty: 2550.395996
	Iteration 3F: 3 clusters Score -286008.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -286284.343750 Penalty: 2550.395996
	Iteration 4F: 3 clusters Score -286284.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -286439.343750 Penalty: 2550.395996
	Iteration 5F: 3 clusters Score -286439.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -286511.656250 Penalty: 2550.395996
	Iteration 6Q: 3 clusters Score -286511.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -286555.718750 Penalty: 2550.395996
	Iteration 7Q: 3 clusters Score -286555.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -286588.687500 Penalty: 2550.395996
	Iteration 8Q: 3 clusters Score -286588.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -286607.281250 Penalty: 2550.395996
	Iteration 9Q: 3 clusters Score -286607.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -286624.375000 Penalty: 2550.395996
	Iteration 10Q: 3 clusters Score -286624.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -286636.250000 Penalty: 2550.395996
	Iteration 11Q: 3 clusters Score -286636.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -286644.250000 Penalty: 2550.395996
	Iteration 12Q: 3 clusters Score -286644.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -286648.562500 Penalty: 2550.395996
	Iteration 13Q: 3 clusters Score -286648.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -286652.906250 Penalty: 2550.395996
	Iteration 14Q: 3 clusters Score -286652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -286653.406250 Penalty: 2550.395996
	Iteration 15Q: 3 clusters Score -286653.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -286654.281250 Penalty: 2550.395996
	Iteration 16Q: 3 clusters Score -286654.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -286655.031250 Penalty: 2550.395996
	Iteration 17Q: 3 clusters Score -286655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -286655.031250 Penalty: 2550.395996
	Iteration 18F: 3 clusters Score -286655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Entering Unmasked Estep 
Score: -1014462.187500 Penalty: 1460.338135
	Iteration 0F: 2 clusters Score -1014462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1008620.375000 Penalty: 2920.676270
	Iteration 0F: 3 clusters Score -1008620 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1010359.375000 Penalty: 2920.676270
	Iteration 1F: 3 clusters Score -1010359 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1010547.437500 Penalty: 2920.676270
	Iteration 2F: 3 clusters Score -1010547 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1010672.000000 Penalty: 2920.676270
	Iteration 3Q: 3 clusters Score -1010672 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1010766.750000 Penalty: 2920.676270
	Iteration 4Q: 3 clusters Score -1010767 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1010845.250000 Penalty: 2920.676270
	Iteration 5Q: 3 clusters Score -1010845 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1010904.187500 Penalty: 2920.676270
	Iteration 6Q: 3 clusters Score -1010904 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1010954.187500 Penalty: 2920.676270
	Iteration 7Q: 3 clusters Score -1010954 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1011009.812500 Penalty: 2920.676270
	Iteration 8Q: 3 clusters Score -1011010 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1011064.000000 Penalty: 2920.676270
	Iteration 9Q: 3 clusters Score -1011064 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1011139.750000 Penalty: 2920.676270
	Iteration 10Q: 3 clusters Score -1011140 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1011237.875000 Penalty: 2920.676270
	Iteration 11Q: 3 clusters Score -1011238 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1011368.312500 Penalty: 2920.676270
	Iteration 12Q: 3 clusters Score -1011368 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1011525.875000 Penalty: 2920.676270
	Iteration 13Q: 3 clusters Score -1011526 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1011699.437500 Penalty: 2920.676270
	Iteration 14Q: 3 clusters Score -1011699 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1011893.312500 Penalty: 2920.676270
	Iteration 15Q: 3 clusters Score -1011893 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1012126.437500 Penalty: 2920.676270
	Iteration 16Q: 3 clusters Score -1012126 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1012372.937500 Penalty: 2920.676270
	Iteration 17Q: 3 clusters Score -1012373 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1012581.312500 Penalty: 2920.676270
	Iteration 18Q: 3 clusters Score -1012581 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1012729.312500 Penalty: 2920.676270
	Iteration 19Q: 3 clusters Score -1012729 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1012856.687500 Penalty: 2920.676270
	Iteration 20F: 3 clusters Score -1012857 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1012961.312500 Penalty: 2920.676270
	Iteration 21Q: 3 clusters Score -1012961 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1013029.937500 Penalty: 2920.676270
	Iteration 22Q: 3 clusters Score -1013030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1013093.000000 Penalty: 2920.676270
	Iteration 23Q: 3 clusters Score -1013093 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1013144.750000 Penalty: 2920.676270
	Iteration 24Q: 3 clusters Score -1013145 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1013170.750000 Penalty: 2920.676270
	Iteration 25Q: 3 clusters Score -1013171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1013199.562500 Penalty: 2920.676270
	Iteration 26Q: 3 clusters Score -1013200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1013221.812500 Penalty: 2920.676270
	Iteration 27Q: 3 clusters Score -1013222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1013240.937500 Penalty: 2920.676270
	Iteration 28Q: 3 clusters Score -1013241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1013255.812500 Penalty: 2920.676270
	Iteration 29Q: 3 clusters Score -1013256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1013263.500000 Penalty: 2920.676270
	Iteration 30Q: 3 clusters Score -1013264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1013268.750000 Penalty: 2920.676270
	Iteration 31Q: 3 clusters Score -1013269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1013273.000000 Penalty: 2920.676270
	Iteration 32Q: 3 clusters Score -1013273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1013275.250000 Penalty: 2920.676270
	Iteration 33Q: 3 clusters Score -1013275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1013279.250000 Penalty: 2920.676270
	Iteration 34Q: 3 clusters Score -1013279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1013282.437500 Penalty: 2920.676270
	Iteration 35Q: 3 clusters Score -1013282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1013286.000000 Penalty: 2920.676270
	Iteration 36Q: 3 clusters Score -1013286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1013285.000000 Penalty: 2920.676270
	Iteration 37Q: 3 clusters Score -1013285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1013286.437500 Penalty: 2920.676270
	Iteration 38Q: 3 clusters Score -1013286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1013288.000000 Penalty: 2920.676270
	Iteration 39Q: 3 clusters Score -1013288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1013288.000000 Penalty: 2920.676270
	Iteration 40F: 3 clusters Score -1013288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Entering Unmasked Estep 
Score: -1799258.625000 Penalty: 1553.387085
	Iteration 0F: 2 clusters Score -1799259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1789398.875000 Penalty: 3106.774170
	Iteration 0F: 3 clusters Score -1789399 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1792717.500000 Penalty: 3106.774170
	Iteration 1F: 3 clusters Score -1792718 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1792952.750000 Penalty: 3106.774170
	Iteration 2F: 3 clusters Score -1792953 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1793153.625000 Penalty: 3106.774170
	Iteration 3Q: 3 clusters Score -1793154 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1793332.750000 Penalty: 3106.774170
	Iteration 4Q: 3 clusters Score -1793333 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1793519.500000 Penalty: 3106.774170
	Iteration 5Q: 3 clusters Score -1793520 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1793763.250000 Penalty: 3106.774170
	Iteration 6Q: 3 clusters Score -1793763 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1794120.125000 Penalty: 3106.774170
	Iteration 7Q: 3 clusters Score -1794120 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1794596.875000 Penalty: 3106.774170
	Iteration 8F: 3 clusters Score -1794597 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1795222.000000 Penalty: 3106.774170
	Iteration 9F: 3 clusters Score -1795222 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1795982.125000 Penalty: 3106.774170
	Iteration 10F: 3 clusters Score -1795982 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1796660.375000 Penalty: 3106.774170
	Iteration 11F: 3 clusters Score -1796660 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1797169.625000 Penalty: 3106.774170
	Iteration 12Q: 3 clusters Score -1797170 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1797482.125000 Penalty: 3106.774170
	Iteration 13Q: 3 clusters Score -1797482 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1797664.625000 Penalty: 3106.774170
	Iteration 14Q: 3 clusters Score -1797665 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1797783.000000 Penalty: 3106.774170
	Iteration 15Q: 3 clusters Score -1797783 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1797861.875000 Penalty: 3106.774170
	Iteration 16Q: 3 clusters Score -1797862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1797911.000000 Penalty: 3106.774170
	Iteration 17Q: 3 clusters Score -1797911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1797927.000000 Penalty: 3106.774170
	Iteration 18Q: 3 clusters Score -1797927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1797947.500000 Penalty: 3106.774170
	Iteration 19Q: 3 clusters Score -1797948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1797950.500000 Penalty: 3106.774170
	Iteration 20F: 3 clusters Score -1797950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1797953.750000 Penalty: 3106.774170
	Iteration 21Q: 3 clusters Score -1797954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1797963.000000 Penalty: 3106.774170
	Iteration 22Q: 3 clusters Score -1797963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1797969.125000 Penalty: 3106.774170
	Iteration 23Q: 3 clusters Score -1797969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1797969.625000 Penalty: 3106.774170
	Iteration 24Q: 3 clusters Score -1797970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1797971.125000 Penalty: 3106.774170
	Iteration 25Q: 3 clusters Score -1797971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1797973.875000 Penalty: 3106.774170
	Iteration 26Q: 3 clusters Score -1797974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1797975.625000 Penalty: 3106.774170
	Iteration 27Q: 3 clusters Score -1797976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1797979.875000 Penalty: 3106.774170
	Iteration 28Q: 3 clusters Score -1797980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1797980.000000 Penalty: 3106.774170
	Iteration 29Q: 3 clusters Score -1797980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1797979.750000 Penalty: 3106.774170
	Iteration 30Q: 3 clusters Score -1797980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1797979.750000 Penalty: 3106.774170
	Iteration 31F: 3 clusters Score -1797980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Entering Unmasked Estep 
Score: -5375178.500000 Penalty: 1734.199463
	Iteration 0F: 2 clusters Score -5375178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -5346431.500000 Penalty: 3468.398926
	Iteration 0F: 3 clusters Score -5346432 nChanged 20058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -5357604.500000 Penalty: 3468.398926
	Iteration 1F: 3 clusters Score -5357604 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -5358053.000000 Penalty: 3468.398926
	Iteration 2Q: 3 clusters Score -5358053 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -5358577.000000 Penalty: 3468.398926
	Iteration 3Q: 3 clusters Score -5358577 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -5359227.500000 Penalty: 3468.398926
	Iteration 4Q: 3 clusters Score -5359228 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -5360225.000000 Penalty: 3468.398926
	Iteration 5Q: 3 clusters Score -5360225 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -5361759.500000 Penalty: 3468.398926
	Iteration 6F: 3 clusters Score -5361760 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -5364191.500000 Penalty: 3468.398926
	Iteration 7F: 3 clusters Score -5364192 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -5367296.000000 Penalty: 3468.398926
	Iteration 8F: 3 clusters Score -5367296 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -5370126.500000 Penalty: 3468.398926
	Iteration 9F: 3 clusters Score -5370126 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -5371855.500000 Penalty: 3468.398926
	Iteration 10Q: 3 clusters Score -5371856 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -5372699.500000 Penalty: 3468.398926
	Iteration 11Q: 3 clusters Score -5372700 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -5373131.500000 Penalty: 3468.398926
	Iteration 12Q: 3 clusters Score -5373132 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -5373344.500000 Penalty: 3468.398926
	Iteration 13Q: 3 clusters Score -5373344 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -5373492.000000 Penalty: 3468.398926
	Iteration 14Q: 3 clusters Score -5373492 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -5373566.500000 Penalty: 3468.398926
	Iteration 15Q: 3 clusters Score -5373566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5373614.500000 Penalty: 3468.398926
	Iteration 16Q: 3 clusters Score -5373614 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -5373651.500000 Penalty: 3468.398926
	Iteration 17Q: 3 clusters Score -5373652 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -5373677.000000 Penalty: 3468.398926
	Iteration 18Q: 3 clusters Score -5373677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -5373678.000000 Penalty: 3468.398926
	Iteration 19Q: 3 clusters Score -5373678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -5373698.500000 Penalty: 3468.398926
	Iteration 20F: 3 clusters Score -5373698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -5373712.500000 Penalty: 3468.398926
	Iteration 21Q: 3 clusters Score -5373712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -5373736.500000 Penalty: 3468.398926
	Iteration 22Q: 3 clusters Score -5373736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -5373758.000000 Penalty: 3468.398926
	Iteration 23Q: 3 clusters Score -5373758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -5373769.500000 Penalty: 3468.398926
	Iteration 24Q: 3 clusters Score -5373770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -5373772.500000 Penalty: 3468.398926
	Iteration 25Q: 3 clusters Score -5373772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -5373779.500000 Penalty: 3468.398926
	Iteration 26Q: 3 clusters Score -5373780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -5373766.000000 Penalty: 3468.398926
	Iteration 27Q: 3 clusters Score -5373766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -5373774.500000 Penalty: 3468.398926
	Iteration 28Q: 3 clusters Score -5373774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -5373771.000000 Penalty: 3468.398926
	Iteration 29Q: 3 clusters Score -5373771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -5373778.000000 Penalty: 3468.398926
	Iteration 30Q: 3 clusters Score -5373778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -5373778.000000 Penalty: 3468.398926
	Iteration 31Q: 3 clusters Score -5373778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -5373780.500000 Penalty: 3468.398926
	Iteration 32Q: 3 clusters Score -5373780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -5373791.500000 Penalty: 3468.398926
	Iteration 33Q: 3 clusters Score -5373792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -5373802.000000 Penalty: 3468.398926
	Iteration 34Q: 3 clusters Score -5373802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -5373805.000000 Penalty: 3468.398926
	Iteration 35Q: 3 clusters Score -5373805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -5373810.000000 Penalty: 3468.398926
	Iteration 36Q: 3 clusters Score -5373810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -5373813.000000 Penalty: 3468.398926
	Iteration 37Q: 3 clusters Score -5373813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -5373814.500000 Penalty: 3468.398926
	Iteration 38Q: 3 clusters Score -5373814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -5373815.500000 Penalty: 3468.398926
	Iteration 39Q: 3 clusters Score -5373816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -5373818.000000 Penalty: 3468.398926
	Iteration 40F: 3 clusters Score -5373818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -5373824.500000 Penalty: 3468.398926
	Iteration 41Q: 3 clusters Score -5373824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -5373818.000000 Penalty: 3468.398926
	Iteration 42Q: 3 clusters Score -5373818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -5373822.500000 Penalty: 3468.398926
	Iteration 43Q: 3 clusters Score -5373822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -5373824.000000 Penalty: 3468.398926
	Iteration 44Q: 3 clusters Score -5373824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -5373820.500000 Penalty: 3468.398926
	Iteration 45Q: 3 clusters Score -5373820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -5373820.000000 Penalty: 3468.398926
	Iteration 46Q: 3 clusters Score -5373820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -5373820.000000 Penalty: 3468.398926
	Iteration 47F: 3 clusters Score -5373820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Entering Unmasked Estep 
Score: -5507964.500000 Penalty: 1735.695923
	Iteration 0F: 2 clusters Score -5507964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -5478787.000000 Penalty: 3471.391846
	Iteration 0F: 3 clusters Score -5478787 nChanged 20407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -5490144.500000 Penalty: 3471.391846
	Iteration 1F: 3 clusters Score -5490144 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -5490676.000000 Penalty: 3471.391846
	Iteration 2Q: 3 clusters Score -5490676 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -5491364.500000 Penalty: 3471.391846
	Iteration 3Q: 3 clusters Score -5491364 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -5492444.000000 Penalty: 3471.391846
	Iteration 4F: 3 clusters Score -5492444 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -5494427.500000 Penalty: 3471.391846
	Iteration 5F: 3 clusters Score -5494428 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -5497453.000000 Penalty: 3471.391846
	Iteration 6F: 3 clusters Score -5497453 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -5501106.000000 Penalty: 3471.391846
	Iteration 7F: 3 clusters Score -5501106 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5504013.500000 Penalty: 3471.391846
	Iteration 8F: 3 clusters Score -5504014 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5505570.000000 Penalty: 3471.391846
	Iteration 9Q: 3 clusters Score -5505570 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5506105.000000 Penalty: 3471.391846
	Iteration 10Q: 3 clusters Score -5506105 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5506301.000000 Penalty: 3471.391846
	Iteration 11Q: 3 clusters Score -5506301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5506359.500000 Penalty: 3471.391846
	Iteration 12Q: 3 clusters Score -5506360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5506394.500000 Penalty: 3471.391846
	Iteration 13Q: 3 clusters Score -5506394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5506406.500000 Penalty: 3471.391846
	Iteration 14Q: 3 clusters Score -5506406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5506416.000000 Penalty: 3471.391846
	Iteration 15Q: 3 clusters Score -5506416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5506423.500000 Penalty: 3471.391846
	Iteration 16Q: 3 clusters Score -5506424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5506423.500000 Penalty: 3471.391846
	Iteration 17F: 3 clusters Score -5506424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26513 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 37047 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3369 members 
Mstep: Class 9 contains 9472 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3280 members 
Mstep: Class 12 contains 3550 members 
Mstep: Class 13 contains 6666 members 
Mstep: Class 14 contains 4106 members 
Mstep: Class 15 contains 20093 members 
Mstep: Class 16 contains 75548 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62347 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 14176 members 
Mstep: Class 25 contains 43131 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657840.000000 Penalty: 55564.910156
Iteration 399Q: 27 clusters Score -6.265784e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 26513 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 37044 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3370 members 
Mstep: Class 9 contains 9472 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3282 members 
Mstep: Class 12 contains 3550 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 4106 members 
Mstep: Class 15 contains 20088 members 
Mstep: Class 16 contains 75550 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62358 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 14176 members 
Mstep: Class 25 contains 43134 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657856.000000 Penalty: 55564.910156
Iteration 400F: 27 clusters Score -6.265786e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 30293 members 
Mstep: Class 4 contains 26513 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 37041 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3369 members 
Mstep: Class 9 contains 9472 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 3550 members 
Mstep: Class 13 contains 6644 members 
Mstep: Class 14 contains 4107 members 
Mstep: Class 15 contains 20081 members 
Mstep: Class 16 contains 75552 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62376 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43134 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657900.000000 Penalty: 55564.910156
Iteration 401Q: 27 clusters Score -6.26579e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 30293 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 37040 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3371 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 6633 members 
Mstep: Class 14 contains 4108 members 
Mstep: Class 15 contains 20075 members 
Mstep: Class 16 contains 75551 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62393 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7995 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43134 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657856.000000 Penalty: 55564.910156
Iteration 402Q: 27 clusters Score -6.265786e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 30293 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 37040 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3374 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 6622 members 
Mstep: Class 14 contains 4107 members 
Mstep: Class 15 contains 20072 members 
Mstep: Class 16 contains 75552 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62403 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43135 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657872.000000 Penalty: 55564.910156
Iteration 403Q: 27 clusters Score -6.265787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 37039 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3285 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 6615 members 
Mstep: Class 14 contains 4106 members 
Mstep: Class 15 contains 20070 members 
Mstep: Class 16 contains 75553 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62404 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43138 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657900.000000 Penalty: 55564.910156
Iteration 404Q: 27 clusters Score -6.26579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 37039 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 4106 members 
Mstep: Class 15 contains 20069 members 
Mstep: Class 16 contains 75554 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62402 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43141 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657912.000000 Penalty: 55564.910156
Iteration 405Q: 27 clusters Score -6.265791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 37041 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 6611 members 
Mstep: Class 14 contains 4106 members 
Mstep: Class 15 contains 20070 members 
Mstep: Class 16 contains 75555 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62399 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43142 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657916.000000 Penalty: 55564.910156
Iteration 406Q: 27 clusters Score -6.265792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 37041 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 4106 members 
Mstep: Class 15 contains 20070 members 
Mstep: Class 16 contains 75557 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62395 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43144 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657884.000000 Penalty: 55564.910156
Iteration 407Q: 27 clusters Score -6.265788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 37041 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3288 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 4106 members 
Mstep: Class 15 contains 20069 members 
Mstep: Class 16 contains 75561 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62392 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43143 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657876.000000 Penalty: 55564.910156
Iteration 408Q: 27 clusters Score -6.265788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 37041 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3288 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 4106 members 
Mstep: Class 15 contains 20069 members 
Mstep: Class 16 contains 75562 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62392 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43142 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657876.000000 Penalty: 55564.910156
Iteration 409Q: 27 clusters Score -6.265788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 37041 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3288 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 6611 members 
Mstep: Class 14 contains 4106 members 
Mstep: Class 15 contains 20069 members 
Mstep: Class 16 contains 75564 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62391 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43140 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657888.000000 Penalty: 55564.910156
Iteration 410Q: 27 clusters Score -6.265789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 37041 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3288 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 6611 members 
Mstep: Class 14 contains 4106 members 
Mstep: Class 15 contains 20069 members 
Mstep: Class 16 contains 75565 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62390 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43140 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657884.000000 Penalty: 55564.910156
Iteration 411Q: 27 clusters Score -6.265788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 26514 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 37041 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 3288 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 6611 members 
Mstep: Class 14 contains 4106 members 
Mstep: Class 15 contains 20069 members 
Mstep: Class 16 contains 75565 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 62390 members 
Mstep: Class 21 contains 13990 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 43140 members 
Mstep: Class 26 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62657884.000000 Penalty: 55564.910156
Iteration 412F: 27 clusters Score -6.265788e+07 nChanged 0
Entering ConstructFrom: 
Score: -62657884.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (83226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Entering Unmasked Estep 
Score: -10282806.000000 Penalty: 1841.013672
	Iteration 0F: 2 clusters Score -1.028281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -10231562.000000 Penalty: 3682.027344
	Iteration 0F: 3 clusters Score -1.023156e+07 nChanged 39549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -10254081.000000 Penalty: 3682.027344
	Iteration 1F: 3 clusters Score -1.025408e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -10254621.000000 Penalty: 3682.027344
	Iteration 2Q: 3 clusters Score -1.025462e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -10255416.000000 Penalty: 3682.027344
	Iteration 3Q: 3 clusters Score -1.025542e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -10256238.000000 Penalty: 3682.027344
	Iteration 4Q: 3 clusters Score -1.025624e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -10257178.000000 Penalty: 3682.027344
	Iteration 5Q: 3 clusters Score -1.025718e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -10258369.000000 Penalty: 3682.027344
	Iteration 6Q: 3 clusters Score -1.025837e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -10259479.000000 Penalty: 3682.027344
	Iteration 7Q: 3 clusters Score -1.025948e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -10260555.000000 Penalty: 3682.027344
	Iteration 8Q: 3 clusters Score -1.026056e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -10261490.000000 Penalty: 3682.027344
	Iteration 9Q: 3 clusters Score -1.026149e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -10262339.000000 Penalty: 3682.027344
	Iteration 10Q: 3 clusters Score -1.026234e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -10263038.000000 Penalty: 3682.027344
	Iteration 11Q: 3 clusters Score -1.026304e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -10263725.000000 Penalty: 3682.027344
	Iteration 12Q: 3 clusters Score -1.026372e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -10264398.000000 Penalty: 3682.027344
	Iteration 13Q: 3 clusters Score -1.02644e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -10265191.000000 Penalty: 3682.027344
	Iteration 14Q: 3 clusters Score -1.026519e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -10266063.000000 Penalty: 3682.027344
	Iteration 15Q: 3 clusters Score -1.026606e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -10267136.000000 Penalty: 3682.027344
	Iteration 16Q: 3 clusters Score -1.026714e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -10268374.000000 Penalty: 3682.027344
	Iteration 17Q: 3 clusters Score -1.026837e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -10270049.000000 Penalty: 3682.027344
	Iteration 18Q: 3 clusters Score -1.027005e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -10271845.000000 Penalty: 3682.027344
	Iteration 19Q: 3 clusters Score -1.027184e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -10273868.000000 Penalty: 3682.027344
	Iteration 20F: 3 clusters Score -1.027387e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -10275967.000000 Penalty: 3682.027344
	Iteration 21Q: 3 clusters Score -1.027597e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -10277987.000000 Penalty: 3682.027344
	Iteration 22Q: 3 clusters Score -1.027799e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -10279621.000000 Penalty: 3682.027344
	Iteration 23Q: 3 clusters Score -1.027962e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -10280642.000000 Penalty: 3682.027344
	Iteration 24Q: 3 clusters Score -1.028064e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82588 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10281209.000000 Penalty: 3682.027344
	Iteration 25Q: 3 clusters Score -1.028121e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10281405.000000 Penalty: 3682.027344
	Iteration 26Q: 3 clusters Score -1.02814e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10281506.000000 Penalty: 3682.027344
	Iteration 27Q: 3 clusters Score -1.028151e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10281559.000000 Penalty: 3682.027344
	Iteration 28Q: 3 clusters Score -1.028156e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82860 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10281592.000000 Penalty: 3682.027344
	Iteration 29Q: 3 clusters Score -1.028159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -10281609.000000 Penalty: 3682.027344
	Iteration 30Q: 3 clusters Score -1.028161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10281617.000000 Penalty: 3682.027344
	Iteration 31Q: 3 clusters Score -1.028162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10281640.000000 Penalty: 3682.027344
	Iteration 32Q: 3 clusters Score -1.028164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10281643.000000 Penalty: 3682.027344
	Iteration 33Q: 3 clusters Score -1.028164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10281647.000000 Penalty: 3682.027344
	Iteration 34Q: 3 clusters Score -1.028165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10281655.000000 Penalty: 3682.027344
	Iteration 35Q: 3 clusters Score -1.028166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10281659.000000 Penalty: 3682.027344
	Iteration 36Q: 3 clusters Score -1.028166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10281664.000000 Penalty: 3682.027344
	Iteration 37Q: 3 clusters Score -1.028166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10281669.000000 Penalty: 3682.027344
	Iteration 38Q: 3 clusters Score -1.028167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10281661.000000 Penalty: 3682.027344
	Iteration 39Q: 3 clusters Score -1.028166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10281661.000000 Penalty: 3682.027344
	Iteration 40F: 3 clusters Score -1.028166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Entering Unmasked Estep 
Score: -482002.500000 Penalty: 1343.042725
	Iteration 0F: 2 clusters Score -482002.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -478722.281250 Penalty: 2686.085449
	Iteration 0F: 3 clusters Score -478722.3 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -479580.906250 Penalty: 2686.085449
	Iteration 1F: 3 clusters Score -479580.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -479715.500000 Penalty: 2686.085449
	Iteration 2F: 3 clusters Score -479715.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -479774.062500 Penalty: 2686.085449
	Iteration 3Q: 3 clusters Score -479774.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -479826.562500 Penalty: 2686.085449
	Iteration 4Q: 3 clusters Score -479826.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -479870.718750 Penalty: 2686.085449
	Iteration 5Q: 3 clusters Score -479870.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -479906.562500 Penalty: 2686.085449
	Iteration 6Q: 3 clusters Score -479906.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -479937.437500 Penalty: 2686.085449
	Iteration 7Q: 3 clusters Score -479937.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -479957.718750 Penalty: 2686.085449
	Iteration 8Q: 3 clusters Score -479957.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -479980.156250 Penalty: 2686.085449
	Iteration 9Q: 3 clusters Score -479980.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -480003.531250 Penalty: 2686.085449
	Iteration 10Q: 3 clusters Score -480003.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -480029.000000 Penalty: 2686.085449
	Iteration 11Q: 3 clusters Score -480029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -480050.468750 Penalty: 2686.085449
	Iteration 12Q: 3 clusters Score -480050.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -480068.500000 Penalty: 2686.085449
	Iteration 13Q: 3 clusters Score -480068.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -480086.312500 Penalty: 2686.085449
	Iteration 14Q: 3 clusters Score -480086.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -480105.000000 Penalty: 2686.085449
	Iteration 15Q: 3 clusters Score -480105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -480117.437500 Penalty: 2686.085449
	Iteration 16Q: 3 clusters Score -480117.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -480130.312500 Penalty: 2686.085449
	Iteration 17Q: 3 clusters Score -480130.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -480145.906250 Penalty: 2686.085449
	Iteration 18Q: 3 clusters Score -480145.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -480167.187500 Penalty: 2686.085449
	Iteration 19Q: 3 clusters Score -480167.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -480188.687500 Penalty: 2686.085449
	Iteration 20F: 3 clusters Score -480188.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -480212.343750 Penalty: 2686.085449
	Iteration 21Q: 3 clusters Score -480212.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -480236.468750 Penalty: 2686.085449
	Iteration 22Q: 3 clusters Score -480236.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -480266.187500 Penalty: 2686.085449
	Iteration 23Q: 3 clusters Score -480266.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -480308.593750 Penalty: 2686.085449
	Iteration 24Q: 3 clusters Score -480308.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -480344.406250 Penalty: 2686.085449
	Iteration 25Q: 3 clusters Score -480344.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -480377.312500 Penalty: 2686.085449
	Iteration 26Q: 3 clusters Score -480377.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -480419.750000 Penalty: 2686.085449
	Iteration 27Q: 3 clusters Score -480419.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -480457.562500 Penalty: 2686.085449
	Iteration 28Q: 3 clusters Score -480457.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -480499.843750 Penalty: 2686.085449
	Iteration 29Q: 3 clusters Score -480499.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -480530.812500 Penalty: 2686.085449
	Iteration 30Q: 3 clusters Score -480530.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -480557.406250 Penalty: 2686.085449
	Iteration 31Q: 3 clusters Score -480557.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -480585.437500 Penalty: 2686.085449
	Iteration 32Q: 3 clusters Score -480585.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -480613.906250 Penalty: 2686.085449
	Iteration 33Q: 3 clusters Score -480613.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -480642.531250 Penalty: 2686.085449
	Iteration 34Q: 3 clusters Score -480642.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -480661.750000 Penalty: 2686.085449
	Iteration 35Q: 3 clusters Score -480661.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -480678.250000 Penalty: 2686.085449
	Iteration 36Q: 3 clusters Score -480678.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -480699.562500 Penalty: 2686.085449
	Iteration 37Q: 3 clusters Score -480699.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -480716.125000 Penalty: 2686.085449
	Iteration 38Q: 3 clusters Score -480716.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -480727.687500 Penalty: 2686.085449
	Iteration 39Q: 3 clusters Score -480727.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -480735.312500 Penalty: 2686.085449
	Iteration 40F: 3 clusters Score -480735.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -480747.843750 Penalty: 2686.085449
	Iteration 41Q: 3 clusters Score -480747.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -480754.281250 Penalty: 2686.085449
	Iteration 42Q: 3 clusters Score -480754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -480755.562500 Penalty: 2686.085449
	Iteration 43Q: 3 clusters Score -480755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -480756.593750 Penalty: 2686.085449
	Iteration 44Q: 3 clusters Score -480756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -480757.687500 Penalty: 2686.085449
	Iteration 45Q: 3 clusters Score -480757.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -480762.093750 Penalty: 2686.085449
	Iteration 46Q: 3 clusters Score -480762.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -480765.875000 Penalty: 2686.085449
	Iteration 47Q: 3 clusters Score -480765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -480768.093750 Penalty: 2686.085449
	Iteration 48Q: 3 clusters Score -480768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -480769.843750 Penalty: 2686.085449
	Iteration 49Q: 3 clusters Score -480769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -480772.656250 Penalty: 2686.085449
	Iteration 50Q: 3 clusters Score -480772.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -480773.031250 Penalty: 2686.085449
	Iteration 51Q: 3 clusters Score -480773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -480775.093750 Penalty: 2686.085449
	Iteration 52Q: 3 clusters Score -480775.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -480777.718750 Penalty: 2686.085449
	Iteration 53Q: 3 clusters Score -480777.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -480779.781250 Penalty: 2686.085449
	Iteration 54Q: 3 clusters Score -480779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -480782.187500 Penalty: 2686.085449
	Iteration 55Q: 3 clusters Score -480782.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -480782.187500 Penalty: 2686.085449
	Iteration 56F: 3 clusters Score -480782.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Entering Unmasked Estep 
Score: -3781616.000000 Penalty: 1676.794922
	Iteration 0F: 2 clusters Score -3781616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3761079.750000 Penalty: 3353.589844
	Iteration 0F: 3 clusters Score -3761080 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3768778.250000 Penalty: 3353.589844
	Iteration 1F: 3 clusters Score -3768778 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3769167.250000 Penalty: 3353.589844
	Iteration 2Q: 3 clusters Score -3769167 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3769557.250000 Penalty: 3353.589844
	Iteration 3Q: 3 clusters Score -3769557 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3769875.000000 Penalty: 3353.589844
	Iteration 4Q: 3 clusters Score -3769875 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3770207.250000 Penalty: 3353.589844
	Iteration 5Q: 3 clusters Score -3770207 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3770582.750000 Penalty: 3353.589844
	Iteration 6Q: 3 clusters Score -3770583 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3771078.250000 Penalty: 3353.589844
	Iteration 7Q: 3 clusters Score -3771078 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -3771815.250000 Penalty: 3353.589844
	Iteration 8Q: 3 clusters Score -3771815 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3772955.250000 Penalty: 3353.589844
	Iteration 9F: 3 clusters Score -3772955 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3774598.250000 Penalty: 3353.589844
	Iteration 10F: 3 clusters Score -3774598 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3776536.500000 Penalty: 3353.589844
	Iteration 11F: 3 clusters Score -3776536 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3778230.000000 Penalty: 3353.589844
	Iteration 12F: 3 clusters Score -3778230 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3779242.500000 Penalty: 3353.589844
	Iteration 13Q: 3 clusters Score -3779242 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3779686.500000 Penalty: 3353.589844
	Iteration 14Q: 3 clusters Score -3779686 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3779897.750000 Penalty: 3353.589844
	Iteration 15Q: 3 clusters Score -3779898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3780000.500000 Penalty: 3353.589844
	Iteration 16Q: 3 clusters Score -3780000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3780060.500000 Penalty: 3353.589844
	Iteration 17Q: 3 clusters Score -3780060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3780095.250000 Penalty: 3353.589844
	Iteration 18Q: 3 clusters Score -3780095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3780118.250000 Penalty: 3353.589844
	Iteration 19Q: 3 clusters Score -3780118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3780127.750000 Penalty: 3353.589844
	Iteration 20F: 3 clusters Score -3780128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3780139.750000 Penalty: 3353.589844
	Iteration 21Q: 3 clusters Score -3780140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3780142.500000 Penalty: 3353.589844
	Iteration 22Q: 3 clusters Score -3780142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3780145.000000 Penalty: 3353.589844
	Iteration 23Q: 3 clusters Score -3780145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3780144.000000 Penalty: 3353.589844
	Iteration 24Q: 3 clusters Score -3780144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3780148.250000 Penalty: 3353.589844
	Iteration 25Q: 3 clusters Score -3780148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3780154.250000 Penalty: 3353.589844
	Iteration 26Q: 3 clusters Score -3780154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3780158.000000 Penalty: 3353.589844
	Iteration 27Q: 3 clusters Score -3780158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3780162.250000 Penalty: 3353.589844
	Iteration 28Q: 3 clusters Score -3780162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3780162.500000 Penalty: 3353.589844
	Iteration 29Q: 3 clusters Score -3780162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3780165.750000 Penalty: 3353.589844
	Iteration 30Q: 3 clusters Score -3780166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3780166.500000 Penalty: 3353.589844
	Iteration 31Q: 3 clusters Score -3780166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3780172.500000 Penalty: 3353.589844
	Iteration 32Q: 3 clusters Score -3780172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3780172.750000 Penalty: 3353.589844
	Iteration 33Q: 3 clusters Score -3780173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3780175.000000 Penalty: 3353.589844
	Iteration 34Q: 3 clusters Score -3780175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3780175.500000 Penalty: 3353.589844
	Iteration 35Q: 3 clusters Score -3780176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3780177.750000 Penalty: 3353.589844
	Iteration 36Q: 3 clusters Score -3780178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3780177.750000 Penalty: 3353.589844
	Iteration 37F: 3 clusters Score -3780178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Entering Unmasked Estep 
Score: -3327596.000000 Penalty: 1655.132202
	Iteration 0F: 2 clusters Score -3327596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3309635.250000 Penalty: 3310.264404
	Iteration 0F: 3 clusters Score -3309635 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3316173.250000 Penalty: 3310.264404
	Iteration 1F: 3 clusters Score -3316173 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3316570.500000 Penalty: 3310.264404
	Iteration 2Q: 3 clusters Score -3316570 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3316990.000000 Penalty: 3310.264404
	Iteration 3Q: 3 clusters Score -3316990 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3317531.500000 Penalty: 3310.264404
	Iteration 4Q: 3 clusters Score -3317532 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -3318262.500000 Penalty: 3310.264404
	Iteration 5F: 3 clusters Score -3318262 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3319371.750000 Penalty: 3310.264404
	Iteration 6F: 3 clusters Score -3319372 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3320961.250000 Penalty: 3310.264404
	Iteration 7F: 3 clusters Score -3320961 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3322744.750000 Penalty: 3310.264404
	Iteration 8F: 3 clusters Score -3322745 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3324251.500000 Penalty: 3310.264404
	Iteration 9F: 3 clusters Score -3324252 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3325219.750000 Penalty: 3310.264404
	Iteration 10Q: 3 clusters Score -3325220 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3325742.250000 Penalty: 3310.264404
	Iteration 11Q: 3 clusters Score -3325742 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3325947.750000 Penalty: 3310.264404
	Iteration 12Q: 3 clusters Score -3325948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3326047.500000 Penalty: 3310.264404
	Iteration 13Q: 3 clusters Score -3326048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3326102.000000 Penalty: 3310.264404
	Iteration 14Q: 3 clusters Score -3326102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3326128.250000 Penalty: 3310.264404
	Iteration 15Q: 3 clusters Score -3326128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3326142.750000 Penalty: 3310.264404
	Iteration 16Q: 3 clusters Score -3326143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3326154.000000 Penalty: 3310.264404
	Iteration 17Q: 3 clusters Score -3326154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -3326160.750000 Penalty: 3310.264404
	Iteration 18Q: 3 clusters Score -3326161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3326168.000000 Penalty: 3310.264404
	Iteration 19Q: 3 clusters Score -3326168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3326173.250000 Penalty: 3310.264404
	Iteration 20F: 3 clusters Score -3326173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Entering Unmasked Estep 
Score: -752504.437500 Penalty: 1423.701050
	Iteration 0F: 2 clusters Score -752504.4 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 3156 members 
Entering Unmasked Estep 
Score: -747660.500000 Penalty: 2847.402100
	Iteration 0F: 3 clusters Score -747660.5 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -749055.500000 Penalty: 2847.402100
	Iteration 1F: 3 clusters Score -749055.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -749266.500000 Penalty: 2847.402100
	Iteration 2F: 3 clusters Score -749266.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -749406.437500 Penalty: 2847.402100
	Iteration 3Q: 3 clusters Score -749406.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -749543.062500 Penalty: 2847.402100
	Iteration 4Q: 3 clusters Score -749543.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -749664.937500 Penalty: 2847.402100
	Iteration 5Q: 3 clusters Score -749664.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -749796.562500 Penalty: 2847.402100
	Iteration 6Q: 3 clusters Score -749796.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -749951.875000 Penalty: 2847.402100
	Iteration 7Q: 3 clusters Score -749951.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -750122.125000 Penalty: 2847.402100
	Iteration 8Q: 3 clusters Score -750122.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -750290.437500 Penalty: 2847.402100
	Iteration 9Q: 3 clusters Score -750290.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -750487.250000 Penalty: 2847.402100
	Iteration 10Q: 3 clusters Score -750487.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -750656.937500 Penalty: 2847.402100
	Iteration 11Q: 3 clusters Score -750656.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -750784.687500 Penalty: 2847.402100
	Iteration 12Q: 3 clusters Score -750784.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -750878.312500 Penalty: 2847.402100
	Iteration 13Q: 3 clusters Score -750878.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -750966.562500 Penalty: 2847.402100
	Iteration 14Q: 3 clusters Score -750966.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -751039.250000 Penalty: 2847.402100
	Iteration 15Q: 3 clusters Score -751039.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -751100.187500 Penalty: 2847.402100
	Iteration 16Q: 3 clusters Score -751100.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -751153.437500 Penalty: 2847.402100
	Iteration 17Q: 3 clusters Score -751153.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -751200.625000 Penalty: 2847.402100
	Iteration 18Q: 3 clusters Score -751200.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -751232.812500 Penalty: 2847.402100
	Iteration 19Q: 3 clusters Score -751232.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -751259.125000 Penalty: 2847.402100
	Iteration 20F: 3 clusters Score -751259.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -751283.375000 Penalty: 2847.402100
	Iteration 21Q: 3 clusters Score -751283.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -751301.562500 Penalty: 2847.402100
	Iteration 22Q: 3 clusters Score -751301.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -751318.187500 Penalty: 2847.402100
	Iteration 23Q: 3 clusters Score -751318.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -751334.312500 Penalty: 2847.402100
	Iteration 24Q: 3 clusters Score -751334.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -751352.625000 Penalty: 2847.402100
	Iteration 25Q: 3 clusters Score -751352.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -751368.812500 Penalty: 2847.402100
	Iteration 26Q: 3 clusters Score -751368.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -751382.375000 Penalty: 2847.402100
	Iteration 27Q: 3 clusters Score -751382.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -751394.250000 Penalty: 2847.402100
	Iteration 28Q: 3 clusters Score -751394.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -751404.875000 Penalty: 2847.402100
	Iteration 29Q: 3 clusters Score -751404.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -751417.000000 Penalty: 2847.402100
	Iteration 30Q: 3 clusters Score -751417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -751423.937500 Penalty: 2847.402100
	Iteration 31Q: 3 clusters Score -751423.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -751428.000000 Penalty: 2847.402100
	Iteration 32Q: 3 clusters Score -751428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -751435.312500 Penalty: 2847.402100
	Iteration 33Q: 3 clusters Score -751435.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -751440.812500 Penalty: 2847.402100
	Iteration 34Q: 3 clusters Score -751440.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -751445.062500 Penalty: 2847.402100
	Iteration 35Q: 3 clusters Score -751445.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -751452.062500 Penalty: 2847.402100
	Iteration 36Q: 3 clusters Score -751452.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -751454.687500 Penalty: 2847.402100
	Iteration 37Q: 3 clusters Score -751454.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -751461.250000 Penalty: 2847.402100
	Iteration 38Q: 3 clusters Score -751461.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -751464.750000 Penalty: 2847.402100
	Iteration 39Q: 3 clusters Score -751464.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -751470.000000 Penalty: 2847.402100
	Iteration 40F: 3 clusters Score -751470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -751474.125000 Penalty: 2847.402100
	Iteration 41Q: 3 clusters Score -751474.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -751480.062500 Penalty: 2847.402100
	Iteration 42Q: 3 clusters Score -751480.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -751485.875000 Penalty: 2847.402100
	Iteration 43Q: 3 clusters Score -751485.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -751490.125000 Penalty: 2847.402100
	Iteration 44Q: 3 clusters Score -751490.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -751497.625000 Penalty: 2847.402100
	Iteration 45Q: 3 clusters Score -751497.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -751499.000000 Penalty: 2847.402100
	Iteration 46Q: 3 clusters Score -751499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -751500.562500 Penalty: 2847.402100
	Iteration 47Q: 3 clusters Score -751500.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -751504.687500 Penalty: 2847.402100
	Iteration 48Q: 3 clusters Score -751504.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -751506.812500 Penalty: 2847.402100
	Iteration 49Q: 3 clusters Score -751506.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -751510.687500 Penalty: 2847.402100
	Iteration 50Q: 3 clusters Score -751510.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -751514.250000 Penalty: 2847.402100
	Iteration 51Q: 3 clusters Score -751514.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -751523.500000 Penalty: 2847.402100
	Iteration 52Q: 3 clusters Score -751523.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -751533.750000 Penalty: 2847.402100
	Iteration 53Q: 3 clusters Score -751533.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -751541.750000 Penalty: 2847.402100
	Iteration 54Q: 3 clusters Score -751541.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -751545.937500 Penalty: 2847.402100
	Iteration 55Q: 3 clusters Score -751545.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -751549.125000 Penalty: 2847.402100
	Iteration 56Q: 3 clusters Score -751549.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -751556.500000 Penalty: 2847.402100
	Iteration 57Q: 3 clusters Score -751556.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -751564.750000 Penalty: 2847.402100
	Iteration 58Q: 3 clusters Score -751564.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -751571.500000 Penalty: 2847.402100
	Iteration 59Q: 3 clusters Score -751571.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -751577.750000 Penalty: 2847.402100
	Iteration 60F: 3 clusters Score -751577.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -751581.500000 Penalty: 2847.402100
	Iteration 61Q: 3 clusters Score -751581.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -751587.312500 Penalty: 2847.402100
	Iteration 62Q: 3 clusters Score -751587.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -751588.750000 Penalty: 2847.402100
	Iteration 63Q: 3 clusters Score -751588.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -751592.875000 Penalty: 2847.402100
	Iteration 64Q: 3 clusters Score -751592.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -751594.875000 Penalty: 2847.402100
	Iteration 65Q: 3 clusters Score -751594.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -751595.625000 Penalty: 2847.402100
	Iteration 66Q: 3 clusters Score -751595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -751598.000000 Penalty: 2847.402100
	Iteration 67Q: 3 clusters Score -751598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -751598.687500 Penalty: 2847.402100
	Iteration 68Q: 3 clusters Score -751598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -751598.562500 Penalty: 2847.402100
	Iteration 69Q: 3 clusters Score -751598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -751599.937500 Penalty: 2847.402100
	Iteration 70Q: 3 clusters Score -751599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -751598.812500 Penalty: 2847.402100
	Iteration 71Q: 3 clusters Score -751598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -751598.750000 Penalty: 2847.402100
	Iteration 72Q: 3 clusters Score -751598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -751599.312500 Penalty: 2847.402100
	Iteration 73Q: 3 clusters Score -751599.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -751599.312500 Penalty: 2847.402100
	Iteration 74F: 3 clusters Score -751599.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Entering Unmasked Estep 
Score: -4704274.000000 Penalty: 1709.464478
	Iteration 0F: 2 clusters Score -4704274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4679466.500000 Penalty: 3418.928955
	Iteration 0F: 3 clusters Score -4679466 nChanged 17215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4689021.500000 Penalty: 3418.928955
	Iteration 1F: 3 clusters Score -4689022 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -4689384.500000 Penalty: 3418.928955
	Iteration 2Q: 3 clusters Score -4689384 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -4689809.000000 Penalty: 3418.928955
	Iteration 3Q: 3 clusters Score -4689809 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -4690407.500000 Penalty: 3418.928955
	Iteration 4Q: 3 clusters Score -4690408 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -4691160.500000 Penalty: 3418.928955
	Iteration 5Q: 3 clusters Score -4691160 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -4692339.500000 Penalty: 3418.928955
	Iteration 6F: 3 clusters Score -4692340 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -4693978.500000 Penalty: 3418.928955
	Iteration 7F: 3 clusters Score -4693978 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4695981.000000 Penalty: 3418.928955
	Iteration 8F: 3 clusters Score -4695981 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4698099.500000 Penalty: 3418.928955
	Iteration 9F: 3 clusters Score -4698100 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -4699992.500000 Penalty: 3418.928955
	Iteration 10Q: 3 clusters Score -4699992 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -4701085.000000 Penalty: 3418.928955
	Iteration 11Q: 3 clusters Score -4701085 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -4701613.000000 Penalty: 3418.928955
	Iteration 12Q: 3 clusters Score -4701613 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -4701870.500000 Penalty: 3418.928955
	Iteration 13Q: 3 clusters Score -4701870 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4701978.000000 Penalty: 3418.928955
	Iteration 14Q: 3 clusters Score -4701978 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -4702064.000000 Penalty: 3418.928955
	Iteration 15Q: 3 clusters Score -4702064 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -4702126.500000 Penalty: 3418.928955
	Iteration 16Q: 3 clusters Score -4702126 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -4702175.500000 Penalty: 3418.928955
	Iteration 17Q: 3 clusters Score -4702176 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -4702203.000000 Penalty: 3418.928955
	Iteration 18Q: 3 clusters Score -4702203 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -4702229.500000 Penalty: 3418.928955
	Iteration 19Q: 3 clusters Score -4702230 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -4702237.500000 Penalty: 3418.928955
	Iteration 20F: 3 clusters Score -4702238 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -4702263.500000 Penalty: 3418.928955
	Iteration 21Q: 3 clusters Score -4702264 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -4702296.000000 Penalty: 3418.928955
	Iteration 22Q: 3 clusters Score -4702296 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -4702334.500000 Penalty: 3418.928955
	Iteration 23Q: 3 clusters Score -4702334 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -4702384.500000 Penalty: 3418.928955
	Iteration 24Q: 3 clusters Score -4702384 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -4702416.000000 Penalty: 3418.928955
	Iteration 25Q: 3 clusters Score -4702416 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4702447.500000 Penalty: 3418.928955
	Iteration 26Q: 3 clusters Score -4702448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4702467.000000 Penalty: 3418.928955
	Iteration 27Q: 3 clusters Score -4702467 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -4702492.500000 Penalty: 3418.928955
	Iteration 28Q: 3 clusters Score -4702492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -4702513.000000 Penalty: 3418.928955
	Iteration 29Q: 3 clusters Score -4702513 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4702521.500000 Penalty: 3418.928955
	Iteration 30Q: 3 clusters Score -4702522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4702556.000000 Penalty: 3418.928955
	Iteration 31Q: 3 clusters Score -4702556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -4702567.500000 Penalty: 3418.928955
	Iteration 32Q: 3 clusters Score -4702568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4702584.500000 Penalty: 3418.928955
	Iteration 33Q: 3 clusters Score -4702584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -4702609.000000 Penalty: 3418.928955
	Iteration 34Q: 3 clusters Score -4702609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -4702612.000000 Penalty: 3418.928955
	Iteration 35Q: 3 clusters Score -4702612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -4702633.000000 Penalty: 3418.928955
	Iteration 36Q: 3 clusters Score -4702633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -4702637.500000 Penalty: 3418.928955
	Iteration 37Q: 3 clusters Score -4702638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4702647.000000 Penalty: 3418.928955
	Iteration 38Q: 3 clusters Score -4702647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -4702668.500000 Penalty: 3418.928955
	Iteration 39Q: 3 clusters Score -4702668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4702688.000000 Penalty: 3418.928955
	Iteration 40F: 3 clusters Score -4702688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -4702692.000000 Penalty: 3418.928955
	Iteration 41Q: 3 clusters Score -4702692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -4702711.500000 Penalty: 3418.928955
	Iteration 42Q: 3 clusters Score -4702712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -4702716.000000 Penalty: 3418.928955
	Iteration 43Q: 3 clusters Score -4702716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4702721.000000 Penalty: 3418.928955
	Iteration 44Q: 3 clusters Score -4702721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4702715.000000 Penalty: 3418.928955
	Iteration 45Q: 3 clusters Score -4702715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4702721.500000 Penalty: 3418.928955
	Iteration 46Q: 3 clusters Score -4702722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4702718.500000 Penalty: 3418.928955
	Iteration 47Q: 3 clusters Score -4702718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -4702719.500000 Penalty: 3418.928955
	Iteration 48Q: 3 clusters Score -4702720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -4702722.500000 Penalty: 3418.928955
	Iteration 49Q: 3 clusters Score -4702722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4702731.000000 Penalty: 3418.928955
	Iteration 50Q: 3 clusters Score -4702731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -4702735.000000 Penalty: 3418.928955
	Iteration 51Q: 3 clusters Score -4702735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4702747.500000 Penalty: 3418.928955
	Iteration 52Q: 3 clusters Score -4702748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -4702743.500000 Penalty: 3418.928955
	Iteration 53Q: 3 clusters Score -4702744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -4702751.500000 Penalty: 3418.928955
	Iteration 54Q: 3 clusters Score -4702752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4702761.000000 Penalty: 3418.928955
	Iteration 55Q: 3 clusters Score -4702761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4702756.000000 Penalty: 3418.928955
	Iteration 56Q: 3 clusters Score -4702756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -4702762.000000 Penalty: 3418.928955
	Iteration 57Q: 3 clusters Score -4702762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -4702763.500000 Penalty: 3418.928955
	Iteration 58Q: 3 clusters Score -4702764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -4702776.000000 Penalty: 3418.928955
	Iteration 59Q: 3 clusters Score -4702776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4702774.500000 Penalty: 3418.928955
	Iteration 60F: 3 clusters Score -4702774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -4702776.500000 Penalty: 3418.928955
	Iteration 61Q: 3 clusters Score -4702776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -4702778.500000 Penalty: 3418.928955
	Iteration 62Q: 3 clusters Score -4702778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4702776.500000 Penalty: 3418.928955
	Iteration 63Q: 3 clusters Score -4702776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -4702777.500000 Penalty: 3418.928955
	Iteration 64Q: 3 clusters Score -4702778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -4702779.500000 Penalty: 3418.928955
	Iteration 65Q: 3 clusters Score -4702780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -4702785.000000 Penalty: 3418.928955
	Iteration 66Q: 3 clusters Score -4702785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -4702783.500000 Penalty: 3418.928955
	Iteration 67Q: 3 clusters Score -4702784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -4702784.000000 Penalty: 3418.928955
	Iteration 68Q: 3 clusters Score -4702784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -4702788.500000 Penalty: 3418.928955
	Iteration 69Q: 3 clusters Score -4702788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4702793.000000 Penalty: 3418.928955
	Iteration 70Q: 3 clusters Score -4702793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -4702796.500000 Penalty: 3418.928955
	Iteration 71Q: 3 clusters Score -4702796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4702800.000000 Penalty: 3418.928955
	Iteration 72Q: 3 clusters Score -4702800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -4702802.500000 Penalty: 3418.928955
	Iteration 73Q: 3 clusters Score -4702802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -4702802.500000 Penalty: 3418.928955
	Iteration 74F: 3 clusters Score -4702802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -195788.234375 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -195788.2 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 786 members 
Entering Unmasked Estep 
Score: -193935.265625 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -193935.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -194289.218750 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -194289.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -194385.734375 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -194385.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -194443.812500 Penalty: 2399.190430
	Iteration 3Q: 3 clusters Score -194443.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -194484.171875 Penalty: 2399.190430
	Iteration 4Q: 3 clusters Score -194484.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -194522.234375 Penalty: 2399.190430
	Iteration 5Q: 3 clusters Score -194522.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -194558.312500 Penalty: 2399.190430
	Iteration 6Q: 3 clusters Score -194558.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -194585.671875 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -194585.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -194598.375000 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -194598.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -194605.656250 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -194605.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -194610.953125 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -194611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -194616.562500 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -194616.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -194619.312500 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -194619.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194620.968750 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -194621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -194622.125000 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -194622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194622.421875 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -194622.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -194622.875000 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -194622.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -194622.875000 Penalty: 2399.190430
	Iteration 17F: 3 clusters Score -194622.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -413931.625000 Penalty: 1320.222656
	Iteration 0F: 2 clusters Score -413931.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -411062.437500 Penalty: 2640.445312
	Iteration 0F: 3 clusters Score -411062.4 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -411861.375000 Penalty: 2640.445312
	Iteration 1F: 3 clusters Score -411861.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -412070.562500 Penalty: 2640.445312
	Iteration 2F: 3 clusters Score -412070.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -412248.718750 Penalty: 2640.445312
	Iteration 3F: 3 clusters Score -412248.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -412415.937500 Penalty: 2640.445312
	Iteration 4F: 3 clusters Score -412415.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -412589.812500 Penalty: 2640.445312
	Iteration 5F: 3 clusters Score -412589.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -412782.500000 Penalty: 2640.445312
	Iteration 6F: 3 clusters Score -412782.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -412951.468750 Penalty: 2640.445312
	Iteration 7Q: 3 clusters Score -412951.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -413055.031250 Penalty: 2640.445312
	Iteration 8Q: 3 clusters Score -413055 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -413119.156250 Penalty: 2640.445312
	Iteration 9Q: 3 clusters Score -413119.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -413172.531250 Penalty: 2640.445312
	Iteration 10Q: 3 clusters Score -413172.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -413214.250000 Penalty: 2640.445312
	Iteration 11Q: 3 clusters Score -413214.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -413260.843750 Penalty: 2640.445312
	Iteration 12Q: 3 clusters Score -413260.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -413296.312500 Penalty: 2640.445312
	Iteration 13Q: 3 clusters Score -413296.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -413321.625000 Penalty: 2640.445312
	Iteration 14Q: 3 clusters Score -413321.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -413336.500000 Penalty: 2640.445312
	Iteration 15Q: 3 clusters Score -413336.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -413352.468750 Penalty: 2640.445312
	Iteration 16Q: 3 clusters Score -413352.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -413360.562500 Penalty: 2640.445312
	Iteration 17Q: 3 clusters Score -413360.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -413361.875000 Penalty: 2640.445312
	Iteration 18Q: 3 clusters Score -413361.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -413365.500000 Penalty: 2640.445312
	Iteration 19Q: 3 clusters Score -413365.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -413368.250000 Penalty: 2640.445312
	Iteration 20F: 3 clusters Score -413368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -413370.937500 Penalty: 2640.445312
	Iteration 21Q: 3 clusters Score -413370.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -413372.531250 Penalty: 2640.445312
	Iteration 22Q: 3 clusters Score -413372.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -413374.343750 Penalty: 2640.445312
	Iteration 23Q: 3 clusters Score -413374.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -413376.062500 Penalty: 2640.445312
	Iteration 24Q: 3 clusters Score -413376.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -413377.625000 Penalty: 2640.445312
	Iteration 25Q: 3 clusters Score -413377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -413378.468750 Penalty: 2640.445312
	Iteration 26Q: 3 clusters Score -413378.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -413379.375000 Penalty: 2640.445312
	Iteration 27Q: 3 clusters Score -413379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -413379.656250 Penalty: 2640.445312
	Iteration 28Q: 3 clusters Score -413379.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -413379.656250 Penalty: 2640.445312
	Iteration 29F: 3 clusters Score -413379.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Entering Unmasked Estep 
Score: -1197447.125000 Penalty: 1487.848267
	Iteration 0F: 2 clusters Score -1197447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1190569.250000 Penalty: 2975.696533
	Iteration 0F: 3 clusters Score -1190569 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1192748.750000 Penalty: 2975.696533
	Iteration 1F: 3 clusters Score -1192749 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1193041.000000 Penalty: 2975.696533
	Iteration 2F: 3 clusters Score -1193041 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1193250.750000 Penalty: 2975.696533
	Iteration 3F: 3 clusters Score -1193251 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1193421.500000 Penalty: 2975.696533
	Iteration 4Q: 3 clusters Score -1193422 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1193595.000000 Penalty: 2975.696533
	Iteration 5Q: 3 clusters Score -1193595 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1193771.250000 Penalty: 2975.696533
	Iteration 6Q: 3 clusters Score -1193771 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1193986.875000 Penalty: 2975.696533
	Iteration 7Q: 3 clusters Score -1193987 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1194262.625000 Penalty: 2975.696533
	Iteration 8Q: 3 clusters Score -1194263 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1194553.250000 Penalty: 2975.696533
	Iteration 9Q: 3 clusters Score -1194553 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1194890.875000 Penalty: 2975.696533
	Iteration 10Q: 3 clusters Score -1194891 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1195250.250000 Penalty: 2975.696533
	Iteration 11Q: 3 clusters Score -1195250 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1195556.875000 Penalty: 2975.696533
	Iteration 12Q: 3 clusters Score -1195557 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1195746.625000 Penalty: 2975.696533
	Iteration 13Q: 3 clusters Score -1195747 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1195897.500000 Penalty: 2975.696533
	Iteration 14Q: 3 clusters Score -1195898 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1195982.250000 Penalty: 2975.696533
	Iteration 15Q: 3 clusters Score -1195982 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1196047.000000 Penalty: 2975.696533
	Iteration 16Q: 3 clusters Score -1196047 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1196100.625000 Penalty: 2975.696533
	Iteration 17Q: 3 clusters Score -1196101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1196120.750000 Penalty: 2975.696533
	Iteration 18Q: 3 clusters Score -1196121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1196132.250000 Penalty: 2975.696533
	Iteration 19Q: 3 clusters Score -1196132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1196139.875000 Penalty: 2975.696533
	Iteration 20F: 3 clusters Score -1196140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1196143.000000 Penalty: 2975.696533
	Iteration 21Q: 3 clusters Score -1196143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1196144.250000 Penalty: 2975.696533
	Iteration 22Q: 3 clusters Score -1196144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1196144.250000 Penalty: 2975.696533
	Iteration 23F: 3 clusters Score -1196144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Entering Unmasked Estep 
Score: -595201.750000 Penalty: 1385.660767
	Iteration 0F: 2 clusters Score -595201.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -591179.250000 Penalty: 2771.321533
	Iteration 0F: 3 clusters Score -591179.2 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -592247.250000 Penalty: 2771.321533
	Iteration 1F: 3 clusters Score -592247.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -592394.125000 Penalty: 2771.321533
	Iteration 2F: 3 clusters Score -592394.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -592489.250000 Penalty: 2771.321533
	Iteration 3Q: 3 clusters Score -592489.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -592554.437500 Penalty: 2771.321533
	Iteration 4Q: 3 clusters Score -592554.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -592609.312500 Penalty: 2771.321533
	Iteration 5Q: 3 clusters Score -592609.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -592651.062500 Penalty: 2771.321533
	Iteration 6Q: 3 clusters Score -592651.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -592691.062500 Penalty: 2771.321533
	Iteration 7Q: 3 clusters Score -592691.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -592734.500000 Penalty: 2771.321533
	Iteration 8Q: 3 clusters Score -592734.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -592767.375000 Penalty: 2771.321533
	Iteration 9Q: 3 clusters Score -592767.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -592801.000000 Penalty: 2771.321533
	Iteration 10Q: 3 clusters Score -592801 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -592829.500000 Penalty: 2771.321533
	Iteration 11Q: 3 clusters Score -592829.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -592855.062500 Penalty: 2771.321533
	Iteration 12Q: 3 clusters Score -592855.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -592876.187500 Penalty: 2771.321533
	Iteration 13Q: 3 clusters Score -592876.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -592895.437500 Penalty: 2771.321533
	Iteration 14Q: 3 clusters Score -592895.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -592913.875000 Penalty: 2771.321533
	Iteration 15Q: 3 clusters Score -592913.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -592932.437500 Penalty: 2771.321533
	Iteration 16Q: 3 clusters Score -592932.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -592950.125000 Penalty: 2771.321533
	Iteration 17Q: 3 clusters Score -592950.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -592963.812500 Penalty: 2771.321533
	Iteration 18Q: 3 clusters Score -592963.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -592971.812500 Penalty: 2771.321533
	Iteration 19Q: 3 clusters Score -592971.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -592977.937500 Penalty: 2771.321533
	Iteration 20F: 3 clusters Score -592977.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -592981.687500 Penalty: 2771.321533
	Iteration 21Q: 3 clusters Score -592981.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -592985.687500 Penalty: 2771.321533
	Iteration 22Q: 3 clusters Score -592985.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -592985.875000 Penalty: 2771.321533
	Iteration 23Q: 3 clusters Score -592985.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -592989.250000 Penalty: 2771.321533
	Iteration 24Q: 3 clusters Score -592989.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -592989.437500 Penalty: 2771.321533
	Iteration 25Q: 3 clusters Score -592989.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -592990.562500 Penalty: 2771.321533
	Iteration 26Q: 3 clusters Score -592990.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -592992.875000 Penalty: 2771.321533
	Iteration 27Q: 3 clusters Score -592992.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -592994.000000 Penalty: 2771.321533
	Iteration 28Q: 3 clusters Score -592994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -592994.625000 Penalty: 2771.321533
	Iteration 29Q: 3 clusters Score -592994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -592995.375000 Penalty: 2771.321533
	Iteration 30Q: 3 clusters Score -592995.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -592998.000000 Penalty: 2771.321533
	Iteration 31Q: 3 clusters Score -592998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -593001.187500 Penalty: 2771.321533
	Iteration 32Q: 3 clusters Score -593001.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -593003.250000 Penalty: 2771.321533
	Iteration 33Q: 3 clusters Score -593003.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -593004.687500 Penalty: 2771.321533
	Iteration 34Q: 3 clusters Score -593004.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -593006.875000 Penalty: 2771.321533
	Iteration 35Q: 3 clusters Score -593006.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -593010.687500 Penalty: 2771.321533
	Iteration 36Q: 3 clusters Score -593010.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -593012.750000 Penalty: 2771.321533
	Iteration 37Q: 3 clusters Score -593012.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -593012.687500 Penalty: 2771.321533
	Iteration 38Q: 3 clusters Score -593012.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -593016.937500 Penalty: 2771.321533
	Iteration 39Q: 3 clusters Score -593016.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -593016.750000 Penalty: 2771.321533
	Iteration 40F: 3 clusters Score -593016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -593017.812500 Penalty: 2771.321533
	Iteration 41Q: 3 clusters Score -593017.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -593018.312500 Penalty: 2771.321533
	Iteration 42Q: 3 clusters Score -593018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -593018.312500 Penalty: 2771.321533
	Iteration 43F: 3 clusters Score -593018.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Entering Unmasked Estep 
Score: -405580.250000 Penalty: 1315.930664
	Iteration 0F: 2 clusters Score -405580.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -402637.093750 Penalty: 2631.861328
	Iteration 0F: 3 clusters Score -402637.1 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -403350.437500 Penalty: 2631.861328
	Iteration 1F: 3 clusters Score -403350.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -403512.156250 Penalty: 2631.861328
	Iteration 2F: 3 clusters Score -403512.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -403631.093750 Penalty: 2631.861328
	Iteration 3F: 3 clusters Score -403631.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -403714.406250 Penalty: 2631.861328
	Iteration 4Q: 3 clusters Score -403714.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -403772.312500 Penalty: 2631.861328
	Iteration 5Q: 3 clusters Score -403772.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -403833.500000 Penalty: 2631.861328
	Iteration 6Q: 3 clusters Score -403833.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -403881.125000 Penalty: 2631.861328
	Iteration 7Q: 3 clusters Score -403881.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -403928.812500 Penalty: 2631.861328
	Iteration 8Q: 3 clusters Score -403928.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -403968.625000 Penalty: 2631.861328
	Iteration 9Q: 3 clusters Score -403968.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -404014.781250 Penalty: 2631.861328
	Iteration 10Q: 3 clusters Score -404014.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -404063.718750 Penalty: 2631.861328
	Iteration 11Q: 3 clusters Score -404063.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -404114.437500 Penalty: 2631.861328
	Iteration 12Q: 3 clusters Score -404114.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -404165.250000 Penalty: 2631.861328
	Iteration 13Q: 3 clusters Score -404165.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -404216.000000 Penalty: 2631.861328
	Iteration 14Q: 3 clusters Score -404216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -404275.625000 Penalty: 2631.861328
	Iteration 15Q: 3 clusters Score -404275.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -404339.312500 Penalty: 2631.861328
	Iteration 16Q: 3 clusters Score -404339.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -404399.281250 Penalty: 2631.861328
	Iteration 17Q: 3 clusters Score -404399.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -404452.718750 Penalty: 2631.861328
	Iteration 18Q: 3 clusters Score -404452.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -404516.125000 Penalty: 2631.861328
	Iteration 19Q: 3 clusters Score -404516.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -404554.750000 Penalty: 2631.861328
	Iteration 20F: 3 clusters Score -404554.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -404594.093750 Penalty: 2631.861328
	Iteration 21Q: 3 clusters Score -404594.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -404618.343750 Penalty: 2631.861328
	Iteration 22Q: 3 clusters Score -404618.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -404629.062500 Penalty: 2631.861328
	Iteration 23Q: 3 clusters Score -404629.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -404633.093750 Penalty: 2631.861328
	Iteration 24Q: 3 clusters Score -404633.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -404637.093750 Penalty: 2631.861328
	Iteration 25Q: 3 clusters Score -404637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -404640.406250 Penalty: 2631.861328
	Iteration 26Q: 3 clusters Score -404640.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -404645.437500 Penalty: 2631.861328
	Iteration 27Q: 3 clusters Score -404645.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -404649.187500 Penalty: 2631.861328
	Iteration 28Q: 3 clusters Score -404649.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -404652.968750 Penalty: 2631.861328
	Iteration 29Q: 3 clusters Score -404653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -404656.968750 Penalty: 2631.861328
	Iteration 30Q: 3 clusters Score -404657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -404661.062500 Penalty: 2631.861328
	Iteration 31Q: 3 clusters Score -404661.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -404664.531250 Penalty: 2631.861328
	Iteration 32Q: 3 clusters Score -404664.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -404668.312500 Penalty: 2631.861328
	Iteration 33Q: 3 clusters Score -404668.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -404671.218750 Penalty: 2631.861328
	Iteration 34Q: 3 clusters Score -404671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -404673.593750 Penalty: 2631.861328
	Iteration 35Q: 3 clusters Score -404673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -404673.687500 Penalty: 2631.861328
	Iteration 36Q: 3 clusters Score -404673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -404674.031250 Penalty: 2631.861328
	Iteration 37Q: 3 clusters Score -404674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -404674.031250 Penalty: 2631.861328
	Iteration 38F: 3 clusters Score -404674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Entering Unmasked Estep 
Score: -428382.312500 Penalty: 1328.435059
	Iteration 0F: 2 clusters Score -428382.3 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 1816 members 
Entering Unmasked Estep 
Score: -425304.437500 Penalty: 2656.870117
	Iteration 0F: 3 clusters Score -425304.4 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -426080.718750 Penalty: 2656.870117
	Iteration 1F: 3 clusters Score -426080.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -426205.562500 Penalty: 2656.870117
	Iteration 2F: 3 clusters Score -426205.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -426287.843750 Penalty: 2656.870117
	Iteration 3Q: 3 clusters Score -426287.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -426343.500000 Penalty: 2656.870117
	Iteration 4Q: 3 clusters Score -426343.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -426410.375000 Penalty: 2656.870117
	Iteration 5Q: 3 clusters Score -426410.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -426482.437500 Penalty: 2656.870117
	Iteration 6Q: 3 clusters Score -426482.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -426558.656250 Penalty: 2656.870117
	Iteration 7Q: 3 clusters Score -426558.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -426652.281250 Penalty: 2656.870117
	Iteration 8Q: 3 clusters Score -426652.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -426743.281250 Penalty: 2656.870117
	Iteration 9Q: 3 clusters Score -426743.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -426831.562500 Penalty: 2656.870117
	Iteration 10Q: 3 clusters Score -426831.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -426898.562500 Penalty: 2656.870117
	Iteration 11Q: 3 clusters Score -426898.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -426958.062500 Penalty: 2656.870117
	Iteration 12Q: 3 clusters Score -426958.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -427008.875000 Penalty: 2656.870117
	Iteration 13Q: 3 clusters Score -427008.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -427053.968750 Penalty: 2656.870117
	Iteration 14Q: 3 clusters Score -427054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -427097.937500 Penalty: 2656.870117
	Iteration 15Q: 3 clusters Score -427097.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -427126.375000 Penalty: 2656.870117
	Iteration 16Q: 3 clusters Score -427126.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -427150.500000 Penalty: 2656.870117
	Iteration 17Q: 3 clusters Score -427150.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -427160.843750 Penalty: 2656.870117
	Iteration 18Q: 3 clusters Score -427160.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -427171.843750 Penalty: 2656.870117
	Iteration 19Q: 3 clusters Score -427171.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -427183.875000 Penalty: 2656.870117
	Iteration 20F: 3 clusters Score -427183.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -427193.406250 Penalty: 2656.870117
	Iteration 21Q: 3 clusters Score -427193.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -427199.187500 Penalty: 2656.870117
	Iteration 22Q: 3 clusters Score -427199.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -427204.093750 Penalty: 2656.870117
	Iteration 23Q: 3 clusters Score -427204.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -427207.562500 Penalty: 2656.870117
	Iteration 24Q: 3 clusters Score -427207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -427211.625000 Penalty: 2656.870117
	Iteration 25Q: 3 clusters Score -427211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -427212.343750 Penalty: 2656.870117
	Iteration 26Q: 3 clusters Score -427212.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -427212.062500 Penalty: 2656.870117
	Iteration 27Q: 3 clusters Score -427212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -427211.687500 Penalty: 2656.870117
	Iteration 28Q: 3 clusters Score -427211.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -427211.687500 Penalty: 2656.870117
	Iteration 29F: 3 clusters Score -427211.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Entering Unmasked Estep 
Score: -820437.812500 Penalty: 1429.429688
	Iteration 0F: 2 clusters Score -820437.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -815479.312500 Penalty: 2858.859375
	Iteration 0F: 3 clusters Score -815479.3 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -816932.875000 Penalty: 2858.859375
	Iteration 1F: 3 clusters Score -816932.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -817110.375000 Penalty: 2858.859375
	Iteration 2F: 3 clusters Score -817110.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -817235.250000 Penalty: 2858.859375
	Iteration 3Q: 3 clusters Score -817235.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -817328.375000 Penalty: 2858.859375
	Iteration 4Q: 3 clusters Score -817328.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -817400.062500 Penalty: 2858.859375
	Iteration 5Q: 3 clusters Score -817400.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -817465.812500 Penalty: 2858.859375
	Iteration 6Q: 3 clusters Score -817465.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -817529.875000 Penalty: 2858.859375
	Iteration 7Q: 3 clusters Score -817529.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -817596.250000 Penalty: 2858.859375
	Iteration 8Q: 3 clusters Score -817596.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -817681.562500 Penalty: 2858.859375
	Iteration 9Q: 3 clusters Score -817681.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -817766.500000 Penalty: 2858.859375
	Iteration 10Q: 3 clusters Score -817766.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -817854.500000 Penalty: 2858.859375
	Iteration 11Q: 3 clusters Score -817854.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -817973.625000 Penalty: 2858.859375
	Iteration 12Q: 3 clusters Score -817973.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -818110.250000 Penalty: 2858.859375
	Iteration 13Q: 3 clusters Score -818110.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -818250.187500 Penalty: 2858.859375
	Iteration 14Q: 3 clusters Score -818250.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -818401.000000 Penalty: 2858.859375
	Iteration 15Q: 3 clusters Score -818401 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -818543.562500 Penalty: 2858.859375
	Iteration 16Q: 3 clusters Score -818543.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -818648.062500 Penalty: 2858.859375
	Iteration 17Q: 3 clusters Score -818648.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -818756.937500 Penalty: 2858.859375
	Iteration 18Q: 3 clusters Score -818756.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -818874.875000 Penalty: 2858.859375
	Iteration 19Q: 3 clusters Score -818874.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -818964.500000 Penalty: 2858.859375
	Iteration 20F: 3 clusters Score -818964.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -819025.375000 Penalty: 2858.859375
	Iteration 21Q: 3 clusters Score -819025.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -819071.125000 Penalty: 2858.859375
	Iteration 22Q: 3 clusters Score -819071.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -819110.375000 Penalty: 2858.859375
	Iteration 23Q: 3 clusters Score -819110.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -819146.687500 Penalty: 2858.859375
	Iteration 24Q: 3 clusters Score -819146.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -819155.250000 Penalty: 2858.859375
	Iteration 25Q: 3 clusters Score -819155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -819158.250000 Penalty: 2858.859375
	Iteration 26Q: 3 clusters Score -819158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -819162.812500 Penalty: 2858.859375
	Iteration 27Q: 3 clusters Score -819162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -819166.687500 Penalty: 2858.859375
	Iteration 28Q: 3 clusters Score -819166.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -819171.375000 Penalty: 2858.859375
	Iteration 29Q: 3 clusters Score -819171.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -819174.250000 Penalty: 2858.859375
	Iteration 30Q: 3 clusters Score -819174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -819177.062500 Penalty: 2858.859375
	Iteration 31Q: 3 clusters Score -819177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -819179.312500 Penalty: 2858.859375
	Iteration 32Q: 3 clusters Score -819179.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -819179.312500 Penalty: 2858.859375
	Iteration 33F: 3 clusters Score -819179.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Entering Unmasked Estep 
Score: -508613.281250 Penalty: 1352.033325
	Iteration 0F: 2 clusters Score -508613.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -505241.812500 Penalty: 2704.066650
	Iteration 0F: 3 clusters Score -505241.8 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -506169.656250 Penalty: 2704.066650
	Iteration 1F: 3 clusters Score -506169.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -506326.250000 Penalty: 2704.066650
	Iteration 2F: 3 clusters Score -506326.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -506432.343750 Penalty: 2704.066650
	Iteration 3F: 3 clusters Score -506432.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -506502.250000 Penalty: 2704.066650
	Iteration 4Q: 3 clusters Score -506502.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -506546.000000 Penalty: 2704.066650
	Iteration 5Q: 3 clusters Score -506546 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -506583.312500 Penalty: 2704.066650
	Iteration 6Q: 3 clusters Score -506583.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -506609.187500 Penalty: 2704.066650
	Iteration 7Q: 3 clusters Score -506609.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -506636.718750 Penalty: 2704.066650
	Iteration 8Q: 3 clusters Score -506636.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -506654.781250 Penalty: 2704.066650
	Iteration 9Q: 3 clusters Score -506654.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -506672.031250 Penalty: 2704.066650
	Iteration 10Q: 3 clusters Score -506672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -506688.687500 Penalty: 2704.066650
	Iteration 11Q: 3 clusters Score -506688.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -506701.593750 Penalty: 2704.066650
	Iteration 12Q: 3 clusters Score -506701.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -506712.000000 Penalty: 2704.066650
	Iteration 13Q: 3 clusters Score -506712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -506718.125000 Penalty: 2704.066650
	Iteration 14Q: 3 clusters Score -506718.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -506724.437500 Penalty: 2704.066650
	Iteration 15Q: 3 clusters Score -506724.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -506732.281250 Penalty: 2704.066650
	Iteration 16Q: 3 clusters Score -506732.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -506737.875000 Penalty: 2704.066650
	Iteration 17Q: 3 clusters Score -506737.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -506744.250000 Penalty: 2704.066650
	Iteration 18Q: 3 clusters Score -506744.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -506752.500000 Penalty: 2704.066650
	Iteration 19Q: 3 clusters Score -506752.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -506759.562500 Penalty: 2704.066650
	Iteration 20F: 3 clusters Score -506759.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -506767.718750 Penalty: 2704.066650
	Iteration 21Q: 3 clusters Score -506767.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -506776.437500 Penalty: 2704.066650
	Iteration 22Q: 3 clusters Score -506776.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -506784.000000 Penalty: 2704.066650
	Iteration 23Q: 3 clusters Score -506784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -506795.843750 Penalty: 2704.066650
	Iteration 24Q: 3 clusters Score -506795.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -506815.156250 Penalty: 2704.066650
	Iteration 25Q: 3 clusters Score -506815.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -506827.843750 Penalty: 2704.066650
	Iteration 26Q: 3 clusters Score -506827.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -506838.468750 Penalty: 2704.066650
	Iteration 27Q: 3 clusters Score -506838.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -506850.312500 Penalty: 2704.066650
	Iteration 28Q: 3 clusters Score -506850.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -506863.062500 Penalty: 2704.066650
	Iteration 29Q: 3 clusters Score -506863.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -506876.531250 Penalty: 2704.066650
	Iteration 30Q: 3 clusters Score -506876.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -506895.156250 Penalty: 2704.066650
	Iteration 31Q: 3 clusters Score -506895.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -506910.937500 Penalty: 2704.066650
	Iteration 32Q: 3 clusters Score -506910.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -506927.812500 Penalty: 2704.066650
	Iteration 33Q: 3 clusters Score -506927.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -506939.781250 Penalty: 2704.066650
	Iteration 34Q: 3 clusters Score -506939.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -506950.843750 Penalty: 2704.066650
	Iteration 35Q: 3 clusters Score -506950.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -506962.500000 Penalty: 2704.066650
	Iteration 36Q: 3 clusters Score -506962.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -506971.500000 Penalty: 2704.066650
	Iteration 37Q: 3 clusters Score -506971.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -506977.281250 Penalty: 2704.066650
	Iteration 38Q: 3 clusters Score -506977.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -506983.750000 Penalty: 2704.066650
	Iteration 39Q: 3 clusters Score -506983.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -506990.781250 Penalty: 2704.066650
	Iteration 40F: 3 clusters Score -506990.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -506999.062500 Penalty: 2704.066650
	Iteration 41Q: 3 clusters Score -506999.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -507010.875000 Penalty: 2704.066650
	Iteration 42Q: 3 clusters Score -507010.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -507020.187500 Penalty: 2704.066650
	Iteration 43Q: 3 clusters Score -507020.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -507031.750000 Penalty: 2704.066650
	Iteration 44Q: 3 clusters Score -507031.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -507048.781250 Penalty: 2704.066650
	Iteration 45Q: 3 clusters Score -507048.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -507064.218750 Penalty: 2704.066650
	Iteration 46Q: 3 clusters Score -507064.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -507080.406250 Penalty: 2704.066650
	Iteration 47Q: 3 clusters Score -507080.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -507095.375000 Penalty: 2704.066650
	Iteration 48Q: 3 clusters Score -507095.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -507115.000000 Penalty: 2704.066650
	Iteration 49Q: 3 clusters Score -507115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -507134.156250 Penalty: 2704.066650
	Iteration 50Q: 3 clusters Score -507134.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -507154.906250 Penalty: 2704.066650
	Iteration 51Q: 3 clusters Score -507154.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -507175.343750 Penalty: 2704.066650
	Iteration 52Q: 3 clusters Score -507175.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -507192.968750 Penalty: 2704.066650
	Iteration 53Q: 3 clusters Score -507193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -507209.343750 Penalty: 2704.066650
	Iteration 54Q: 3 clusters Score -507209.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -507223.062500 Penalty: 2704.066650
	Iteration 55Q: 3 clusters Score -507223.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -507237.531250 Penalty: 2704.066650
	Iteration 56Q: 3 clusters Score -507237.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -507247.406250 Penalty: 2704.066650
	Iteration 57Q: 3 clusters Score -507247.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -507257.812500 Penalty: 2704.066650
	Iteration 58Q: 3 clusters Score -507257.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -507272.250000 Penalty: 2704.066650
	Iteration 59Q: 3 clusters Score -507272.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -507290.000000 Penalty: 2704.066650
	Iteration 60F: 3 clusters Score -507290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -507303.750000 Penalty: 2704.066650
	Iteration 61Q: 3 clusters Score -507303.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -507318.812500 Penalty: 2704.066650
	Iteration 62Q: 3 clusters Score -507318.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -507334.906250 Penalty: 2704.066650
	Iteration 63Q: 3 clusters Score -507334.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -507355.343750 Penalty: 2704.066650
	Iteration 64Q: 3 clusters Score -507355.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -507376.875000 Penalty: 2704.066650
	Iteration 65Q: 3 clusters Score -507376.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -507388.312500 Penalty: 2704.066650
	Iteration 66Q: 3 clusters Score -507388.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -507399.875000 Penalty: 2704.066650
	Iteration 67Q: 3 clusters Score -507399.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -507410.968750 Penalty: 2704.066650
	Iteration 68Q: 3 clusters Score -507411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -507422.125000 Penalty: 2704.066650
	Iteration 69Q: 3 clusters Score -507422.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -507430.968750 Penalty: 2704.066650
	Iteration 70Q: 3 clusters Score -507431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -507436.031250 Penalty: 2704.066650
	Iteration 71Q: 3 clusters Score -507436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -507439.531250 Penalty: 2704.066650
	Iteration 72Q: 3 clusters Score -507439.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -507445.875000 Penalty: 2704.066650
	Iteration 73Q: 3 clusters Score -507445.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -507451.343750 Penalty: 2704.066650
	Iteration 74Q: 3 clusters Score -507451.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -507456.406250 Penalty: 2704.066650
	Iteration 75Q: 3 clusters Score -507456.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -507459.343750 Penalty: 2704.066650
	Iteration 76Q: 3 clusters Score -507459.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -507462.062500 Penalty: 2704.066650
	Iteration 77Q: 3 clusters Score -507462.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -507466.468750 Penalty: 2704.066650
	Iteration 78Q: 3 clusters Score -507466.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -507471.125000 Penalty: 2704.066650
	Iteration 79Q: 3 clusters Score -507471.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -507474.718750 Penalty: 2704.066650
	Iteration 80F: 3 clusters Score -507474.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -507482.906250 Penalty: 2704.066650
	Iteration 81Q: 3 clusters Score -507482.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -507485.500000 Penalty: 2704.066650
	Iteration 82Q: 3 clusters Score -507485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -507486.906250 Penalty: 2704.066650
	Iteration 83Q: 3 clusters Score -507486.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -507490.656250 Penalty: 2704.066650
	Iteration 84Q: 3 clusters Score -507490.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -507494.906250 Penalty: 2704.066650
	Iteration 85Q: 3 clusters Score -507494.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -507498.187500 Penalty: 2704.066650
	Iteration 86Q: 3 clusters Score -507498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -507500.906250 Penalty: 2704.066650
	Iteration 87Q: 3 clusters Score -507500.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -507500.906250 Penalty: 2704.066650
	Iteration 88F: 3 clusters Score -507500.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Entering Unmasked Estep 
Score: -2494339.000000 Penalty: 1609.876465
	Iteration 0F: 2 clusters Score -2494339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2480502.500000 Penalty: 3219.752930
	Iteration 0F: 3 clusters Score -2480502 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2485516.000000 Penalty: 3219.752930
	Iteration 1F: 3 clusters Score -2485516 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2485879.000000 Penalty: 3219.752930
	Iteration 2Q: 3 clusters Score -2485879 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2486256.500000 Penalty: 3219.752930
	Iteration 3Q: 3 clusters Score -2486256 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2486594.250000 Penalty: 3219.752930
	Iteration 4Q: 3 clusters Score -2486594 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2486879.750000 Penalty: 3219.752930
	Iteration 5Q: 3 clusters Score -2486880 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2487157.000000 Penalty: 3219.752930
	Iteration 6Q: 3 clusters Score -2487157 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2487435.750000 Penalty: 3219.752930
	Iteration 7Q: 3 clusters Score -2487436 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2487695.000000 Penalty: 3219.752930
	Iteration 8Q: 3 clusters Score -2487695 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2488001.250000 Penalty: 3219.752930
	Iteration 9Q: 3 clusters Score -2488001 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2488302.250000 Penalty: 3219.752930
	Iteration 10Q: 3 clusters Score -2488302 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2488575.000000 Penalty: 3219.752930
	Iteration 11Q: 3 clusters Score -2488575 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2488837.000000 Penalty: 3219.752930
	Iteration 12Q: 3 clusters Score -2488837 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2489066.000000 Penalty: 3219.752930
	Iteration 13Q: 3 clusters Score -2489066 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2489292.000000 Penalty: 3219.752930
	Iteration 14Q: 3 clusters Score -2489292 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2489563.750000 Penalty: 3219.752930
	Iteration 15Q: 3 clusters Score -2489564 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2489842.500000 Penalty: 3219.752930
	Iteration 16Q: 3 clusters Score -2489842 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2490161.750000 Penalty: 3219.752930
	Iteration 17Q: 3 clusters Score -2490162 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2490477.500000 Penalty: 3219.752930
	Iteration 18Q: 3 clusters Score -2490478 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2490858.000000 Penalty: 3219.752930
	Iteration 19Q: 3 clusters Score -2490858 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2491272.750000 Penalty: 3219.752930
	Iteration 20F: 3 clusters Score -2491273 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2491684.000000 Penalty: 3219.752930
	Iteration 21Q: 3 clusters Score -2491684 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2492085.500000 Penalty: 3219.752930
	Iteration 22Q: 3 clusters Score -2492086 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2492377.500000 Penalty: 3219.752930
	Iteration 23Q: 3 clusters Score -2492378 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2492585.750000 Penalty: 3219.752930
	Iteration 24Q: 3 clusters Score -2492586 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2492726.750000 Penalty: 3219.752930
	Iteration 25Q: 3 clusters Score -2492727 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2492811.000000 Penalty: 3219.752930
	Iteration 26Q: 3 clusters Score -2492811 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2492863.500000 Penalty: 3219.752930
	Iteration 27Q: 3 clusters Score -2492864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2492904.500000 Penalty: 3219.752930
	Iteration 28Q: 3 clusters Score -2492904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2492932.000000 Penalty: 3219.752930
	Iteration 29Q: 3 clusters Score -2492932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2492944.000000 Penalty: 3219.752930
	Iteration 30Q: 3 clusters Score -2492944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2492953.250000 Penalty: 3219.752930
	Iteration 31Q: 3 clusters Score -2492953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2492958.000000 Penalty: 3219.752930
	Iteration 32Q: 3 clusters Score -2492958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2492973.000000 Penalty: 3219.752930
	Iteration 33Q: 3 clusters Score -2492973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2492976.500000 Penalty: 3219.752930
	Iteration 34Q: 3 clusters Score -2492976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2492976.250000 Penalty: 3219.752930
	Iteration 35Q: 3 clusters Score -2492976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2492980.250000 Penalty: 3219.752930
	Iteration 36Q: 3 clusters Score -2492980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2492981.250000 Penalty: 3219.752930
	Iteration 37Q: 3 clusters Score -2492981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2492981.250000 Penalty: 3219.752930
	Iteration 38F: 3 clusters Score -2492981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (75565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Entering Unmasked Estep 
Score: -9411860.000000 Penalty: 1825.321533
	Iteration 0F: 2 clusters Score -9411860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -9364209.000000 Penalty: 3650.643066
	Iteration 0F: 3 clusters Score -9364209 nChanged 35927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -9385092.000000 Penalty: 3650.643066
	Iteration 1F: 3 clusters Score -9385092 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -9385669.000000 Penalty: 3650.643066
	Iteration 2Q: 3 clusters Score -9385669 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -9386281.000000 Penalty: 3650.643066
	Iteration 3Q: 3 clusters Score -9386281 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -9387132.000000 Penalty: 3650.643066
	Iteration 4Q: 3 clusters Score -9387132 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -9388251.000000 Penalty: 3650.643066
	Iteration 5Q: 3 clusters Score -9388251 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -9390009.000000 Penalty: 3650.643066
	Iteration 6Q: 3 clusters Score -9390009 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -9392513.000000 Penalty: 3650.643066
	Iteration 7F: 3 clusters Score -9392513 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -9395876.000000 Penalty: 3650.643066
	Iteration 8F: 3 clusters Score -9395876 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -9399997.000000 Penalty: 3650.643066
	Iteration 9F: 3 clusters Score -9399997 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -9404081.000000 Penalty: 3650.643066
	Iteration 10F: 3 clusters Score -9404081 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -9406995.000000 Penalty: 3650.643066
	Iteration 11F: 3 clusters Score -9406995 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -9408603.000000 Penalty: 3650.643066
	Iteration 12Q: 3 clusters Score -9408603 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73939 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9409435.000000 Penalty: 3650.643066
	Iteration 13Q: 3 clusters Score -9409435 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9409779.000000 Penalty: 3650.643066
	Iteration 14Q: 3 clusters Score -9409779 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9409981.000000 Penalty: 3650.643066
	Iteration 15Q: 3 clusters Score -9409981 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9410091.000000 Penalty: 3650.643066
	Iteration 16Q: 3 clusters Score -9410091 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75054 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9410158.000000 Penalty: 3650.643066
	Iteration 17Q: 3 clusters Score -9410158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75109 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9410202.000000 Penalty: 3650.643066
	Iteration 18Q: 3 clusters Score -9410202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9410231.000000 Penalty: 3650.643066
	Iteration 19Q: 3 clusters Score -9410231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9410243.000000 Penalty: 3650.643066
	Iteration 20F: 3 clusters Score -9410243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9410259.000000 Penalty: 3650.643066
	Iteration 21Q: 3 clusters Score -9410259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9410260.000000 Penalty: 3650.643066
	Iteration 22Q: 3 clusters Score -9410260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9410277.000000 Penalty: 3650.643066
	Iteration 23Q: 3 clusters Score -9410277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9410291.000000 Penalty: 3650.643066
	Iteration 24Q: 3 clusters Score -9410291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9410311.000000 Penalty: 3650.643066
	Iteration 25Q: 3 clusters Score -9410311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75220 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9410315.000000 Penalty: 3650.643066
	Iteration 26Q: 3 clusters Score -9410315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9410322.000000 Penalty: 3650.643066
	Iteration 27Q: 3 clusters Score -9410322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75237 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9410330.000000 Penalty: 3650.643066
	Iteration 28Q: 3 clusters Score -9410330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9410334.000000 Penalty: 3650.643066
	Iteration 29Q: 3 clusters Score -9410334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9410340.000000 Penalty: 3650.643066
	Iteration 30Q: 3 clusters Score -9410340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75250 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9410341.000000 Penalty: 3650.643066
	Iteration 31Q: 3 clusters Score -9410341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75252 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9410338.000000 Penalty: 3650.643066
	Iteration 32Q: 3 clusters Score -9410338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9410344.000000 Penalty: 3650.643066
	Iteration 33Q: 3 clusters Score -9410344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9410344.000000 Penalty: 3650.643066
	Iteration 34F: 3 clusters Score -9410344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -36944.214844 Penalty: 966.130859
	Iteration 0F: 2 clusters Score -36944.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36047.578125 Penalty: 1932.261719
	Iteration 0F: 3 clusters Score -36047.58 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36175.257812 Penalty: 1932.261719
	Iteration 1F: 3 clusters Score -36175.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36222.128906 Penalty: 1932.261719
	Iteration 2F: 3 clusters Score -36222.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36268.531250 Penalty: 1932.261719
	Iteration 3F: 3 clusters Score -36268.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36328.179688 Penalty: 1932.261719
	Iteration 4F: 3 clusters Score -36328.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36430.187500 Penalty: 1932.261719
	Iteration 5F: 3 clusters Score -36430.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36578.679688 Penalty: 1932.261719
	Iteration 6F: 3 clusters Score -36578.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36658.457031 Penalty: 1932.261719
	Iteration 7Q: 3 clusters Score -36658.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36711.136719 Penalty: 1932.261719
	Iteration 8Q: 3 clusters Score -36711.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36738.648438 Penalty: 1932.261719
	Iteration 9Q: 3 clusters Score -36738.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36752.570312 Penalty: 1932.261719
	Iteration 10Q: 3 clusters Score -36752.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36757.902344 Penalty: 1932.261719
	Iteration 11Q: 3 clusters Score -36757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -36760.277344 Penalty: 1932.261719
	Iteration 12Q: 3 clusters Score -36760.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36768.140625 Penalty: 1932.261719
	Iteration 13Q: 3 clusters Score -36768.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -36771.175781 Penalty: 1932.261719
	Iteration 14Q: 3 clusters Score -36771.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36778.304688 Penalty: 1932.261719
	Iteration 15Q: 3 clusters Score -36778.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36784.570312 Penalty: 1932.261719
	Iteration 16Q: 3 clusters Score -36784.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -36799.648438 Penalty: 1932.261719
	Iteration 17Q: 3 clusters Score -36799.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36817.945312 Penalty: 1932.261719
	Iteration 18Q: 3 clusters Score -36817.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -36839.886719 Penalty: 1932.261719
	Iteration 19Q: 3 clusters Score -36839.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -36850.531250 Penalty: 1932.261719
	Iteration 20F: 3 clusters Score -36850.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -15554.811523 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -15554.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15060.694336 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -15060.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15183.851562 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -15183.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -15225.110352 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -15225.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -15275.133789 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -15275.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -15324.169922 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -15324.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -15338.400391 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -15338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -15338.400391 Penalty: 1689.511475
	Iteration 6F: 3 clusters Score -15338.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Entering Unmasked Estep 
Score: -771376.562500 Penalty: 1422.551147
	Iteration 0F: 2 clusters Score -771376.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -766538.750000 Penalty: 2845.102295
	Iteration 0F: 3 clusters Score -766538.8 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -767928.875000 Penalty: 2845.102295
	Iteration 1F: 3 clusters Score -767928.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -768095.437500 Penalty: 2845.102295
	Iteration 2F: 3 clusters Score -768095.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -768185.812500 Penalty: 2845.102295
	Iteration 3Q: 3 clusters Score -768185.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -768257.687500 Penalty: 2845.102295
	Iteration 4Q: 3 clusters Score -768257.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -768330.500000 Penalty: 2845.102295
	Iteration 5Q: 3 clusters Score -768330.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -768387.750000 Penalty: 2845.102295
	Iteration 6Q: 3 clusters Score -768387.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -768433.500000 Penalty: 2845.102295
	Iteration 7Q: 3 clusters Score -768433.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -768478.250000 Penalty: 2845.102295
	Iteration 8Q: 3 clusters Score -768478.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -768530.375000 Penalty: 2845.102295
	Iteration 9Q: 3 clusters Score -768530.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -768570.875000 Penalty: 2845.102295
	Iteration 10Q: 3 clusters Score -768570.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -768606.250000 Penalty: 2845.102295
	Iteration 11Q: 3 clusters Score -768606.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -768643.000000 Penalty: 2845.102295
	Iteration 12Q: 3 clusters Score -768643 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -768684.750000 Penalty: 2845.102295
	Iteration 13Q: 3 clusters Score -768684.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -768728.000000 Penalty: 2845.102295
	Iteration 14Q: 3 clusters Score -768728 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -768774.125000 Penalty: 2845.102295
	Iteration 15Q: 3 clusters Score -768774.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -768825.375000 Penalty: 2845.102295
	Iteration 16Q: 3 clusters Score -768825.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -768878.750000 Penalty: 2845.102295
	Iteration 17Q: 3 clusters Score -768878.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -768941.937500 Penalty: 2845.102295
	Iteration 18Q: 3 clusters Score -768941.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -768997.062500 Penalty: 2845.102295
	Iteration 19Q: 3 clusters Score -768997.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -769056.750000 Penalty: 2845.102295
	Iteration 20F: 3 clusters Score -769056.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -769118.437500 Penalty: 2845.102295
	Iteration 21Q: 3 clusters Score -769118.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -769182.875000 Penalty: 2845.102295
	Iteration 22Q: 3 clusters Score -769182.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -769253.625000 Penalty: 2845.102295
	Iteration 23Q: 3 clusters Score -769253.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -769318.437500 Penalty: 2845.102295
	Iteration 24Q: 3 clusters Score -769318.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -769388.750000 Penalty: 2845.102295
	Iteration 25Q: 3 clusters Score -769388.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -769443.500000 Penalty: 2845.102295
	Iteration 26Q: 3 clusters Score -769443.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -769502.937500 Penalty: 2845.102295
	Iteration 27Q: 3 clusters Score -769502.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -769552.750000 Penalty: 2845.102295
	Iteration 28Q: 3 clusters Score -769552.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -769604.625000 Penalty: 2845.102295
	Iteration 29Q: 3 clusters Score -769604.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -769654.062500 Penalty: 2845.102295
	Iteration 30Q: 3 clusters Score -769654.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -769703.687500 Penalty: 2845.102295
	Iteration 31Q: 3 clusters Score -769703.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -769742.062500 Penalty: 2845.102295
	Iteration 32Q: 3 clusters Score -769742.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -769775.125000 Penalty: 2845.102295
	Iteration 33Q: 3 clusters Score -769775.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -769797.500000 Penalty: 2845.102295
	Iteration 34Q: 3 clusters Score -769797.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -769835.250000 Penalty: 2845.102295
	Iteration 35Q: 3 clusters Score -769835.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -769874.375000 Penalty: 2845.102295
	Iteration 36Q: 3 clusters Score -769874.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -769915.312500 Penalty: 2845.102295
	Iteration 37Q: 3 clusters Score -769915.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -769945.000000 Penalty: 2845.102295
	Iteration 38Q: 3 clusters Score -769945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -769969.312500 Penalty: 2845.102295
	Iteration 39Q: 3 clusters Score -769969.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -769988.000000 Penalty: 2845.102295
	Iteration 40F: 3 clusters Score -769988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -770000.437500 Penalty: 2845.102295
	Iteration 41Q: 3 clusters Score -770000.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -770012.375000 Penalty: 2845.102295
	Iteration 42Q: 3 clusters Score -770012.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -770020.500000 Penalty: 2845.102295
	Iteration 43Q: 3 clusters Score -770020.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -770029.500000 Penalty: 2845.102295
	Iteration 44Q: 3 clusters Score -770029.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -770042.375000 Penalty: 2845.102295
	Iteration 45Q: 3 clusters Score -770042.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -770053.562500 Penalty: 2845.102295
	Iteration 46Q: 3 clusters Score -770053.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -770061.750000 Penalty: 2845.102295
	Iteration 47Q: 3 clusters Score -770061.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -770072.750000 Penalty: 2845.102295
	Iteration 48Q: 3 clusters Score -770072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -770077.812500 Penalty: 2845.102295
	Iteration 49Q: 3 clusters Score -770077.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -770081.687500 Penalty: 2845.102295
	Iteration 50Q: 3 clusters Score -770081.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -770085.062500 Penalty: 2845.102295
	Iteration 51Q: 3 clusters Score -770085.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -770088.250000 Penalty: 2845.102295
	Iteration 52Q: 3 clusters Score -770088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -770091.562500 Penalty: 2845.102295
	Iteration 53Q: 3 clusters Score -770091.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -770093.875000 Penalty: 2845.102295
	Iteration 54Q: 3 clusters Score -770093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -770096.750000 Penalty: 2845.102295
	Iteration 55Q: 3 clusters Score -770096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -770098.250000 Penalty: 2845.102295
	Iteration 56Q: 3 clusters Score -770098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -770101.000000 Penalty: 2845.102295
	Iteration 57Q: 3 clusters Score -770101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -770100.875000 Penalty: 2845.102295
	Iteration 58Q: 3 clusters Score -770100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -770103.000000 Penalty: 2845.102295
	Iteration 59Q: 3 clusters Score -770103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -770103.875000 Penalty: 2845.102295
	Iteration 60F: 3 clusters Score -770103.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -770106.187500 Penalty: 2845.102295
	Iteration 61Q: 3 clusters Score -770106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -770106.187500 Penalty: 2845.102295
	Iteration 62F: 3 clusters Score -770106.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (62390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Entering Unmasked Estep 
Score: -7756308.000000 Penalty: 1794.188599
	Iteration 0F: 2 clusters Score -7756308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -7715403.500000 Penalty: 3588.377197
	Iteration 0F: 3 clusters Score -7715404 nChanged 29527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -7732176.000000 Penalty: 3588.377197
	Iteration 1F: 3 clusters Score -7732176 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -7732960.500000 Penalty: 3588.377197
	Iteration 2Q: 3 clusters Score -7732960 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -7734147.500000 Penalty: 3588.377197
	Iteration 3Q: 3 clusters Score -7734148 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -7736117.500000 Penalty: 3588.377197
	Iteration 4F: 3 clusters Score -7736118 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -7739316.000000 Penalty: 3588.377197
	Iteration 5F: 3 clusters Score -7739316 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -7743528.000000 Penalty: 3588.377197
	Iteration 6F: 3 clusters Score -7743528 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -7748333.500000 Penalty: 3588.377197
	Iteration 7F: 3 clusters Score -7748334 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -7751880.500000 Penalty: 3588.377197
	Iteration 8F: 3 clusters Score -7751880 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7753681.000000 Penalty: 3588.377197
	Iteration 9Q: 3 clusters Score -7753681 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7754428.000000 Penalty: 3588.377197
	Iteration 10Q: 3 clusters Score -7754428 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7754809.000000 Penalty: 3588.377197
	Iteration 11Q: 3 clusters Score -7754809 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7754988.500000 Penalty: 3588.377197
	Iteration 12Q: 3 clusters Score -7754988 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7755092.500000 Penalty: 3588.377197
	Iteration 13Q: 3 clusters Score -7755092 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7755159.000000 Penalty: 3588.377197
	Iteration 14Q: 3 clusters Score -7755159 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7755197.500000 Penalty: 3588.377197
	Iteration 15Q: 3 clusters Score -7755198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7755213.500000 Penalty: 3588.377197
	Iteration 16Q: 3 clusters Score -7755214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7755221.500000 Penalty: 3588.377197
	Iteration 17Q: 3 clusters Score -7755222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7755237.500000 Penalty: 3588.377197
	Iteration 18Q: 3 clusters Score -7755238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7755235.000000 Penalty: 3588.377197
	Iteration 19Q: 3 clusters Score -7755235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7755235.500000 Penalty: 3588.377197
	Iteration 20F: 3 clusters Score -7755236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7755252.500000 Penalty: 3588.377197
	Iteration 21Q: 3 clusters Score -7755252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7755256.500000 Penalty: 3588.377197
	Iteration 22Q: 3 clusters Score -7755256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7755262.000000 Penalty: 3588.377197
	Iteration 23Q: 3 clusters Score -7755262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7755265.000000 Penalty: 3588.377197
	Iteration 24Q: 3 clusters Score -7755265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7755265.000000 Penalty: 3588.377197
	Iteration 25F: 3 clusters Score -7755265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Entering Unmasked Estep 
Score: -1674986.750000 Penalty: 1551.240845
	Iteration 0F: 2 clusters Score -1674987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1665208.250000 Penalty: 3102.481689
	Iteration 0F: 3 clusters Score -1665208 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1668590.000000 Penalty: 3102.481689
	Iteration 1F: 3 clusters Score -1668590 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1668872.750000 Penalty: 3102.481689
	Iteration 2F: 3 clusters Score -1668873 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1669100.000000 Penalty: 3102.481689
	Iteration 3Q: 3 clusters Score -1669100 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1669295.000000 Penalty: 3102.481689
	Iteration 4Q: 3 clusters Score -1669295 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1669485.875000 Penalty: 3102.481689
	Iteration 5Q: 3 clusters Score -1669486 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1669675.375000 Penalty: 3102.481689
	Iteration 6Q: 3 clusters Score -1669675 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1669876.625000 Penalty: 3102.481689
	Iteration 7Q: 3 clusters Score -1669877 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1670114.375000 Penalty: 3102.481689
	Iteration 8Q: 3 clusters Score -1670114 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1670397.750000 Penalty: 3102.481689
	Iteration 9Q: 3 clusters Score -1670398 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1670757.625000 Penalty: 3102.481689
	Iteration 10Q: 3 clusters Score -1670758 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1671184.250000 Penalty: 3102.481689
	Iteration 11Q: 3 clusters Score -1671184 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1671649.625000 Penalty: 3102.481689
	Iteration 12Q: 3 clusters Score -1671650 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1672109.875000 Penalty: 3102.481689
	Iteration 13Q: 3 clusters Score -1672110 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1672520.750000 Penalty: 3102.481689
	Iteration 14Q: 3 clusters Score -1672521 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1672894.125000 Penalty: 3102.481689
	Iteration 15Q: 3 clusters Score -1672894 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1673157.125000 Penalty: 3102.481689
	Iteration 16Q: 3 clusters Score -1673157 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1673332.625000 Penalty: 3102.481689
	Iteration 17Q: 3 clusters Score -1673333 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1673465.875000 Penalty: 3102.481689
	Iteration 18Q: 3 clusters Score -1673466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1673540.125000 Penalty: 3102.481689
	Iteration 19Q: 3 clusters Score -1673540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1673593.375000 Penalty: 3102.481689
	Iteration 20F: 3 clusters Score -1673593 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1673635.750000 Penalty: 3102.481689
	Iteration 21Q: 3 clusters Score -1673636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1673680.875000 Penalty: 3102.481689
	Iteration 22Q: 3 clusters Score -1673681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1673724.250000 Penalty: 3102.481689
	Iteration 23Q: 3 clusters Score -1673724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1673742.500000 Penalty: 3102.481689
	Iteration 24Q: 3 clusters Score -1673742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1673752.750000 Penalty: 3102.481689
	Iteration 25Q: 3 clusters Score -1673753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1673760.000000 Penalty: 3102.481689
	Iteration 26Q: 3 clusters Score -1673760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1673762.125000 Penalty: 3102.481689
	Iteration 27Q: 3 clusters Score -1673762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1673764.250000 Penalty: 3102.481689
	Iteration 28Q: 3 clusters Score -1673764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1673768.625000 Penalty: 3102.481689
	Iteration 29Q: 3 clusters Score -1673769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1673770.250000 Penalty: 3102.481689
	Iteration 30Q: 3 clusters Score -1673770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1673775.375000 Penalty: 3102.481689
	Iteration 31Q: 3 clusters Score -1673775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1673778.250000 Penalty: 3102.481689
	Iteration 32Q: 3 clusters Score -1673778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1673783.875000 Penalty: 3102.481689
	Iteration 33Q: 3 clusters Score -1673784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1673786.000000 Penalty: 3102.481689
	Iteration 34Q: 3 clusters Score -1673786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1673793.875000 Penalty: 3102.481689
	Iteration 35Q: 3 clusters Score -1673794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1673793.750000 Penalty: 3102.481689
	Iteration 36Q: 3 clusters Score -1673794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1673794.750000 Penalty: 3102.481689
	Iteration 37Q: 3 clusters Score -1673795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1673796.000000 Penalty: 3102.481689
	Iteration 38Q: 3 clusters Score -1673796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1673798.750000 Penalty: 3102.481689
	Iteration 39Q: 3 clusters Score -1673799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1673800.000000 Penalty: 3102.481689
	Iteration 40F: 3 clusters Score -1673800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1673800.125000 Penalty: 3102.481689
	Iteration 41Q: 3 clusters Score -1673800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1673800.500000 Penalty: 3102.481689
	Iteration 42Q: 3 clusters Score -1673800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1673800.625000 Penalty: 3102.481689
	Iteration 43Q: 3 clusters Score -1673801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1673802.000000 Penalty: 3102.481689
	Iteration 44Q: 3 clusters Score -1673802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1673802.250000 Penalty: 3102.481689
	Iteration 45Q: 3 clusters Score -1673802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1673805.000000 Penalty: 3102.481689
	Iteration 46Q: 3 clusters Score -1673805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1673803.875000 Penalty: 3102.481689
	Iteration 47Q: 3 clusters Score -1673804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1673801.500000 Penalty: 3102.481689
	Iteration 48Q: 3 clusters Score -1673802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1673803.500000 Penalty: 3102.481689
	Iteration 49Q: 3 clusters Score -1673804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1673805.875000 Penalty: 3102.481689
	Iteration 50Q: 3 clusters Score -1673806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1673810.375000 Penalty: 3102.481689
	Iteration 51Q: 3 clusters Score -1673810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1673813.375000 Penalty: 3102.481689
	Iteration 52Q: 3 clusters Score -1673813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1673815.625000 Penalty: 3102.481689
	Iteration 53Q: 3 clusters Score -1673816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1673817.000000 Penalty: 3102.481689
	Iteration 54Q: 3 clusters Score -1673817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1673821.375000 Penalty: 3102.481689
	Iteration 55Q: 3 clusters Score -1673821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1673819.250000 Penalty: 3102.481689
	Iteration 56Q: 3 clusters Score -1673819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1673821.500000 Penalty: 3102.481689
	Iteration 57Q: 3 clusters Score -1673822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1673820.875000 Penalty: 3102.481689
	Iteration 58Q: 3 clusters Score -1673821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1673823.500000 Penalty: 3102.481689
	Iteration 59Q: 3 clusters Score -1673824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1673826.625000 Penalty: 3102.481689
	Iteration 60F: 3 clusters Score -1673827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1673830.250000 Penalty: 3102.481689
	Iteration 61Q: 3 clusters Score -1673830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1673832.875000 Penalty: 3102.481689
	Iteration 62Q: 3 clusters Score -1673833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1673834.250000 Penalty: 3102.481689
	Iteration 63Q: 3 clusters Score -1673834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1673835.250000 Penalty: 3102.481689
	Iteration 64Q: 3 clusters Score -1673835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1673836.750000 Penalty: 3102.481689
	Iteration 65Q: 3 clusters Score -1673837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1673836.500000 Penalty: 3102.481689
	Iteration 66Q: 3 clusters Score -1673836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1673837.750000 Penalty: 3102.481689
	Iteration 67Q: 3 clusters Score -1673838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1673838.375000 Penalty: 3102.481689
	Iteration 68Q: 3 clusters Score -1673838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1673839.375000 Penalty: 3102.481689
	Iteration 69Q: 3 clusters Score -1673839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1673839.375000 Penalty: 3102.481689
	Iteration 70F: 3 clusters Score -1673839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -286899.281250 Penalty: 1275.197998
	Iteration 0F: 2 clusters Score -286899.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -284497.437500 Penalty: 2550.395996
	Iteration 0F: 3 clusters Score -284497.4 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -285087.625000 Penalty: 2550.395996
	Iteration 1F: 3 clusters Score -285087.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -285266.812500 Penalty: 2550.395996
	Iteration 2F: 3 clusters Score -285266.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -285414.500000 Penalty: 2550.395996
	Iteration 3F: 3 clusters Score -285414.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -285576.000000 Penalty: 2550.395996
	Iteration 4F: 3 clusters Score -285576 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -285750.250000 Penalty: 2550.395996
	Iteration 5F: 3 clusters Score -285750.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -285940.906250 Penalty: 2550.395996
	Iteration 6F: 3 clusters Score -285940.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -286126.562500 Penalty: 2550.395996
	Iteration 7F: 3 clusters Score -286126.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -286272.031250 Penalty: 2550.395996
	Iteration 8Q: 3 clusters Score -286272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -286374.500000 Penalty: 2550.395996
	Iteration 9Q: 3 clusters Score -286374.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -286464.843750 Penalty: 2550.395996
	Iteration 10Q: 3 clusters Score -286464.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -286559.218750 Penalty: 2550.395996
	Iteration 11Q: 3 clusters Score -286559.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -286640.468750 Penalty: 2550.395996
	Iteration 12Q: 3 clusters Score -286640.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -286700.343750 Penalty: 2550.395996
	Iteration 13Q: 3 clusters Score -286700.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -286727.125000 Penalty: 2550.395996
	Iteration 14Q: 3 clusters Score -286727.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -286740.781250 Penalty: 2550.395996
	Iteration 15Q: 3 clusters Score -286740.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -286747.406250 Penalty: 2550.395996
	Iteration 16Q: 3 clusters Score -286747.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -286752.062500 Penalty: 2550.395996
	Iteration 17Q: 3 clusters Score -286752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -286756.812500 Penalty: 2550.395996
	Iteration 18Q: 3 clusters Score -286756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -286761.281250 Penalty: 2550.395996
	Iteration 19Q: 3 clusters Score -286761.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -286766.031250 Penalty: 2550.395996
	Iteration 20F: 3 clusters Score -286766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -286772.093750 Penalty: 2550.395996
	Iteration 21Q: 3 clusters Score -286772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -286774.500000 Penalty: 2550.395996
	Iteration 22Q: 3 clusters Score -286774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -286775.531250 Penalty: 2550.395996
	Iteration 23Q: 3 clusters Score -286775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -286776.062500 Penalty: 2550.395996
	Iteration 24Q: 3 clusters Score -286776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -286777.843750 Penalty: 2550.395996
	Iteration 25Q: 3 clusters Score -286777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -286779.406250 Penalty: 2550.395996
	Iteration 26Q: 3 clusters Score -286779.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -286780.562500 Penalty: 2550.395996
	Iteration 27Q: 3 clusters Score -286780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -286781.812500 Penalty: 2550.395996
	Iteration 28Q: 3 clusters Score -286781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -286781.812500 Penalty: 2550.395996
	Iteration 29F: 3 clusters Score -286781.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1014216.937500 Penalty: 1460.297485
	Iteration 0F: 2 clusters Score -1014217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1008298.937500 Penalty: 2920.594971
	Iteration 0F: 3 clusters Score -1008299 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1010070.062500 Penalty: 2920.594971
	Iteration 1F: 3 clusters Score -1010070 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1010271.437500 Penalty: 2920.594971
	Iteration 2F: 3 clusters Score -1010271 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1010453.437500 Penalty: 2920.594971
	Iteration 3F: 3 clusters Score -1010453 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1010608.125000 Penalty: 2920.594971
	Iteration 4Q: 3 clusters Score -1010608 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1010779.000000 Penalty: 2920.594971
	Iteration 5Q: 3 clusters Score -1010779 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1010983.625000 Penalty: 2920.594971
	Iteration 6Q: 3 clusters Score -1010984 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1011251.437500 Penalty: 2920.594971
	Iteration 7F: 3 clusters Score -1011251 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1011605.062500 Penalty: 2920.594971
	Iteration 8F: 3 clusters Score -1011605 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1012048.312500 Penalty: 2920.594971
	Iteration 9F: 3 clusters Score -1012048 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1012439.187500 Penalty: 2920.594971
	Iteration 10F: 3 clusters Score -1012439 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1012719.062500 Penalty: 2920.594971
	Iteration 11Q: 3 clusters Score -1012719 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1012867.562500 Penalty: 2920.594971
	Iteration 12Q: 3 clusters Score -1012868 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1012944.750000 Penalty: 2920.594971
	Iteration 13Q: 3 clusters Score -1012945 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1012987.250000 Penalty: 2920.594971
	Iteration 14Q: 3 clusters Score -1012987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1013013.875000 Penalty: 2920.594971
	Iteration 15Q: 3 clusters Score -1013014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1013034.875000 Penalty: 2920.594971
	Iteration 16Q: 3 clusters Score -1013035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1013046.875000 Penalty: 2920.594971
	Iteration 17Q: 3 clusters Score -1013047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1013051.250000 Penalty: 2920.594971
	Iteration 18Q: 3 clusters Score -1013051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1013050.812500 Penalty: 2920.594971
	Iteration 19Q: 3 clusters Score -1013051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1013050.812500 Penalty: 2920.594971
	Iteration 20F: 3 clusters Score -1013051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Entering Unmasked Estep 
Score: -1799375.750000 Penalty: 1553.398560
	Iteration 0F: 2 clusters Score -1799376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1789539.250000 Penalty: 3106.797119
	Iteration 0F: 3 clusters Score -1789539 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1792881.375000 Penalty: 3106.797119
	Iteration 1F: 3 clusters Score -1792881 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1793169.875000 Penalty: 3106.797119
	Iteration 2F: 3 clusters Score -1793170 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1793395.875000 Penalty: 3106.797119
	Iteration 3Q: 3 clusters Score -1793396 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1793591.500000 Penalty: 3106.797119
	Iteration 4Q: 3 clusters Score -1793592 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1793768.500000 Penalty: 3106.797119
	Iteration 5Q: 3 clusters Score -1793768 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1793952.250000 Penalty: 3106.797119
	Iteration 6Q: 3 clusters Score -1793952 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1794154.125000 Penalty: 3106.797119
	Iteration 7Q: 3 clusters Score -1794154 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1794385.750000 Penalty: 3106.797119
	Iteration 8Q: 3 clusters Score -1794386 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1794686.500000 Penalty: 3106.797119
	Iteration 9Q: 3 clusters Score -1794686 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1795064.500000 Penalty: 3106.797119
	Iteration 10Q: 3 clusters Score -1795064 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1795477.000000 Penalty: 3106.797119
	Iteration 11Q: 3 clusters Score -1795477 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1795845.000000 Penalty: 3106.797119
	Iteration 12Q: 3 clusters Score -1795845 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1796129.875000 Penalty: 3106.797119
	Iteration 13Q: 3 clusters Score -1796130 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1796351.375000 Penalty: 3106.797119
	Iteration 14Q: 3 clusters Score -1796351 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1796553.250000 Penalty: 3106.797119
	Iteration 15Q: 3 clusters Score -1796553 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1796719.125000 Penalty: 3106.797119
	Iteration 16Q: 3 clusters Score -1796719 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1796865.125000 Penalty: 3106.797119
	Iteration 17Q: 3 clusters Score -1796865 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1797021.375000 Penalty: 3106.797119
	Iteration 18Q: 3 clusters Score -1797021 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1797182.625000 Penalty: 3106.797119
	Iteration 19Q: 3 clusters Score -1797183 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1797332.750000 Penalty: 3106.797119
	Iteration 20F: 3 clusters Score -1797333 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1797482.750000 Penalty: 3106.797119
	Iteration 21Q: 3 clusters Score -1797483 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1797620.875000 Penalty: 3106.797119
	Iteration 22Q: 3 clusters Score -1797621 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1797730.625000 Penalty: 3106.797119
	Iteration 23Q: 3 clusters Score -1797731 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1797805.500000 Penalty: 3106.797119
	Iteration 24Q: 3 clusters Score -1797806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1797877.625000 Penalty: 3106.797119
	Iteration 25Q: 3 clusters Score -1797878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1797921.000000 Penalty: 3106.797119
	Iteration 26Q: 3 clusters Score -1797921 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1797950.875000 Penalty: 3106.797119
	Iteration 27Q: 3 clusters Score -1797951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1797969.750000 Penalty: 3106.797119
	Iteration 28Q: 3 clusters Score -1797970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1797993.125000 Penalty: 3106.797119
	Iteration 29Q: 3 clusters Score -1797993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1798004.875000 Penalty: 3106.797119
	Iteration 30Q: 3 clusters Score -1798005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1798012.000000 Penalty: 3106.797119
	Iteration 31Q: 3 clusters Score -1798012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1798022.125000 Penalty: 3106.797119
	Iteration 32Q: 3 clusters Score -1798022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1798028.625000 Penalty: 3106.797119
	Iteration 33Q: 3 clusters Score -1798029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1798036.500000 Penalty: 3106.797119
	Iteration 34Q: 3 clusters Score -1798036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1798043.625000 Penalty: 3106.797119
	Iteration 35Q: 3 clusters Score -1798044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1798043.375000 Penalty: 3106.797119
	Iteration 36Q: 3 clusters Score -1798043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1798043.375000 Penalty: 3106.797119
	Iteration 37F: 3 clusters Score -1798043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Entering Unmasked Estep 
Score: -5376312.500000 Penalty: 1734.233521
	Iteration 0F: 2 clusters Score -5376312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -5347491.500000 Penalty: 3468.467041
	Iteration 0F: 3 clusters Score -5347492 nChanged 20113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -5358970.000000 Penalty: 3468.467041
	Iteration 1F: 3 clusters Score -5358970 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -5359635.000000 Penalty: 3468.467041
	Iteration 2Q: 3 clusters Score -5359635 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -5360327.000000 Penalty: 3468.467041
	Iteration 3Q: 3 clusters Score -5360327 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -5361264.500000 Penalty: 3468.467041
	Iteration 4Q: 3 clusters Score -5361264 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -5362580.500000 Penalty: 3468.467041
	Iteration 5Q: 3 clusters Score -5362580 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -5364272.500000 Penalty: 3468.467041
	Iteration 6F: 3 clusters Score -5364272 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -5366206.000000 Penalty: 3468.467041
	Iteration 7F: 3 clusters Score -5366206 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -5368151.000000 Penalty: 3468.467041
	Iteration 8F: 3 clusters Score -5368151 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -5370004.000000 Penalty: 3468.467041
	Iteration 9F: 3 clusters Score -5370004 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -5371573.500000 Penalty: 3468.467041
	Iteration 10Q: 3 clusters Score -5371574 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -5372755.500000 Penalty: 3468.467041
	Iteration 11Q: 3 clusters Score -5372756 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -5373578.500000 Penalty: 3468.467041
	Iteration 12Q: 3 clusters Score -5373578 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -5374088.500000 Penalty: 3468.467041
	Iteration 13Q: 3 clusters Score -5374088 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -5374357.500000 Penalty: 3468.467041
	Iteration 14Q: 3 clusters Score -5374358 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -5374514.500000 Penalty: 3468.467041
	Iteration 15Q: 3 clusters Score -5374514 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -5374610.000000 Penalty: 3468.467041
	Iteration 16Q: 3 clusters Score -5374610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -5374674.500000 Penalty: 3468.467041
	Iteration 17Q: 3 clusters Score -5374674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -5374723.000000 Penalty: 3468.467041
	Iteration 18Q: 3 clusters Score -5374723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -5374758.000000 Penalty: 3468.467041
	Iteration 19Q: 3 clusters Score -5374758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -5374777.500000 Penalty: 3468.467041
	Iteration 20F: 3 clusters Score -5374778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -5374788.000000 Penalty: 3468.467041
	Iteration 21Q: 3 clusters Score -5374788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -5374796.000000 Penalty: 3468.467041
	Iteration 22Q: 3 clusters Score -5374796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -5374799.000000 Penalty: 3468.467041
	Iteration 23Q: 3 clusters Score -5374799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -5374802.500000 Penalty: 3468.467041
	Iteration 24Q: 3 clusters Score -5374802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -5374810.000000 Penalty: 3468.467041
	Iteration 25Q: 3 clusters Score -5374810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -5374810.500000 Penalty: 3468.467041
	Iteration 26Q: 3 clusters Score -5374810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -5374821.000000 Penalty: 3468.467041
	Iteration 27Q: 3 clusters Score -5374821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -5374823.000000 Penalty: 3468.467041
	Iteration 28Q: 3 clusters Score -5374823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -5374824.000000 Penalty: 3468.467041
	Iteration 29Q: 3 clusters Score -5374824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -5374824.000000 Penalty: 3468.467041
	Iteration 30F: 3 clusters Score -5374824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Entering Unmasked Estep 
Score: -5507960.500000 Penalty: 1735.695923
	Iteration 0F: 2 clusters Score -5507960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -5478801.000000 Penalty: 3471.391846
	Iteration 0F: 3 clusters Score -5478801 nChanged 20361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -5490048.500000 Penalty: 3471.391846
	Iteration 1F: 3 clusters Score -5490048 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -5490468.000000 Penalty: 3471.391846
	Iteration 2Q: 3 clusters Score -5490468 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -5490916.500000 Penalty: 3471.391846
	Iteration 3Q: 3 clusters Score -5490916 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -5491610.500000 Penalty: 3471.391846
	Iteration 4Q: 3 clusters Score -5491610 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -5492759.500000 Penalty: 3471.391846
	Iteration 5F: 3 clusters Score -5492760 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -5494817.000000 Penalty: 3471.391846
	Iteration 6F: 3 clusters Score -5494817 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -5497996.000000 Penalty: 3471.391846
	Iteration 7F: 3 clusters Score -5497996 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -5501799.000000 Penalty: 3471.391846
	Iteration 8F: 3 clusters Score -5501799 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5504656.500000 Penalty: 3471.391846
	Iteration 9F: 3 clusters Score -5504656 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -5505840.500000 Penalty: 3471.391846
	Iteration 10Q: 3 clusters Score -5505840 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -5506246.000000 Penalty: 3471.391846
	Iteration 11Q: 3 clusters Score -5506246 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -5506361.000000 Penalty: 3471.391846
	Iteration 12Q: 3 clusters Score -5506361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -5506440.000000 Penalty: 3471.391846
	Iteration 13Q: 3 clusters Score -5506440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -5506495.500000 Penalty: 3471.391846
	Iteration 14Q: 3 clusters Score -5506496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -5506509.000000 Penalty: 3471.391846
	Iteration 15Q: 3 clusters Score -5506509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -5506524.500000 Penalty: 3471.391846
	Iteration 16Q: 3 clusters Score -5506524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -5506528.500000 Penalty: 3471.391846
	Iteration 17Q: 3 clusters Score -5506528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -5506534.000000 Penalty: 3471.391846
	Iteration 18Q: 3 clusters Score -5506534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -5506541.000000 Penalty: 3471.391846
	Iteration 19Q: 3 clusters Score -5506541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -5506541.500000 Penalty: 3471.391846
	Iteration 20F: 3 clusters Score -5506542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -5506545.500000 Penalty: 3471.391846
	Iteration 21Q: 3 clusters Score -5506546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -5506552.000000 Penalty: 3471.391846
	Iteration 22Q: 3 clusters Score -5506552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -5506562.000000 Penalty: 3471.391846
	Iteration 23Q: 3 clusters Score -5506562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -5506561.000000 Penalty: 3471.391846
	Iteration 24Q: 3 clusters Score -5506561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -5506565.500000 Penalty: 3471.391846
	Iteration 25Q: 3 clusters Score -5506566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -5506578.500000 Penalty: 3471.391846
	Iteration 26Q: 3 clusters Score -5506578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -5506602.000000 Penalty: 3471.391846
	Iteration 27Q: 3 clusters Score -5506602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -5506607.500000 Penalty: 3471.391846
	Iteration 28Q: 3 clusters Score -5506608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -5506614.500000 Penalty: 3471.391846
	Iteration 29Q: 3 clusters Score -5506614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -5506620.000000 Penalty: 3471.391846
	Iteration 30Q: 3 clusters Score -5506620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -5506620.000000 Penalty: 3471.391846
	Iteration 31Q: 3 clusters Score -5506620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -5506625.000000 Penalty: 3471.391846
	Iteration 32Q: 3 clusters Score -5506625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -5506634.000000 Penalty: 3471.391846
	Iteration 33Q: 3 clusters Score -5506634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -5506642.500000 Penalty: 3471.391846
	Iteration 34Q: 3 clusters Score -5506642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -5506644.000000 Penalty: 3471.391846
	Iteration 35Q: 3 clusters Score -5506644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -5506644.000000 Penalty: 3471.391846
	Iteration 36Q: 3 clusters Score -5506644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -5506644.000000 Penalty: 3471.391846
	Iteration 37F: 3 clusters Score -5506644 nChanged 0
23->27 Clusters: Score -62657884.000000, best is -62658160.000000

Starting from 24 clusters...
--- Clustering full data set of 514761 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 22395 members 
Mstep: Class 3 contains 22508 members 
Mstep: Class 4 contains 22324 members 
Mstep: Class 5 contains 22271 members 
Mstep: Class 6 contains 22415 members 
Mstep: Class 7 contains 22338 members 
Mstep: Class 8 contains 22261 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 22368 members 
Mstep: Class 11 contains 22628 members 
Mstep: Class 12 contains 22492 members 
Mstep: Class 13 contains 22280 members 
Mstep: Class 14 contains 22362 members 
Mstep: Class 15 contains 22272 members 
Mstep: Class 16 contains 22332 members 
Mstep: Class 17 contains 22324 members 
Mstep: Class 18 contains 22172 members 
Mstep: Class 19 contains 22386 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 22519 members 
Mstep: Class 22 contains 22289 members 
Mstep: Class 23 contains 22265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 618.214966 but Gain 2137.113281
Score: -60172864.000000 Penalty: 47016.460938
Iteration 0F: 23 clusters Score -6.017286e+07 nChanged 491485
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 11749 members 
Mstep: Class 4 contains 7946 members 
Mstep: Class 5 contains 4144 members 
Mstep: Class 6 contains 4515 members 
Mstep: Class 7 contains 12170 members 
Mstep: Class 8 contains 13574 members 
Mstep: Class 9 contains 5596 members 
Mstep: Class 10 contains 24484 members 
Mstep: Class 12 contains 65247 members 
Mstep: Class 13 contains 8499 members 
Mstep: Class 14 contains 26304 members 
Mstep: Class 15 contains 5096 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 7660 members 
Mstep: Class 18 contains 16099 members 
Mstep: Class 19 contains 158120 members 
Mstep: Class 20 contains 14833 members 
Mstep: Class 21 contains 6418 members 
Mstep: Class 22 contains 6979 members 
Mstep: Class 23 contains 100213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1739.055054 but Gain 2137.109375
Score: -61568232.000000 Penalty: 44879.351562
Iteration 1F: 22 clusters Score -6.156823e+07 nChanged 179780
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3085 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 3822 members 
Mstep: Class 6 contains 2361 members 
Mstep: Class 7 contains 16324 members 
Mstep: Class 8 contains 9189 members 
Mstep: Class 9 contains 3819 members 
Mstep: Class 10 contains 23275 members 
Mstep: Class 12 contains 91744 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 20980 members 
Mstep: Class 15 contains 3729 members 
Mstep: Class 16 contains 3623 members 
Mstep: Class 17 contains 5413 members 
Mstep: Class 18 contains 12104 members 
Mstep: Class 19 contains 140315 members 
Mstep: Class 20 contains 11197 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 140030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1702.946777 but Gain 2137.113281
Score: -61716256.000000 Penalty: 42742.238281
Iteration 2F: 21 clusters Score -6.171626e+07 nChanged 140063
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3083 members 
Mstep: Class 3 contains 7321 members 
Mstep: Class 4 contains 1904 members 
Mstep: Class 7 contains 19196 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 26605 members 
Mstep: Class 12 contains 133784 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 16113 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 3811 members 
Mstep: Class 17 contains 4365 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 116011 members 
Mstep: Class 20 contains 10965 members 
Mstep: Class 21 contains 2817 members 
Mstep: Class 22 contains 3584 members 
Mstep: Class 23 contains 135467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1488.966309 but Gain 2137.113281
Score: -61885676.000000 Penalty: 40605.125000
Iteration 3F: 20 clusters Score -6.188568e+07 nChanged 120009
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3283 members 
Mstep: Class 3 contains 6124 members 
Mstep: Class 7 contains 20420 members 
Mstep: Class 8 contains 3491 members 
Mstep: Class 9 contains 2082 members 
Mstep: Class 10 contains 32668 members 
Mstep: Class 12 contains 157250 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 11479 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 5795 members 
Mstep: Class 17 contains 4023 members 
Mstep: Class 18 contains 11522 members 
Mstep: Class 19 contains 111086 members 
Mstep: Class 20 contains 12502 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 3572 members 
Mstep: Class 23 contains 115788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62076540.000000 Penalty: 40605.125000
Iteration 4F: 20 clusters Score -6.207654e+07 nChanged 90347
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3164 members 
Mstep: Class 3 contains 4666 members 
Mstep: Class 7 contains 20344 members 
Mstep: Class 8 contains 2263 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 39401 members 
Mstep: Class 12 contains 147478 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 7222 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 8859 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 14340 members 
Mstep: Class 19 contains 113991 members 
Mstep: Class 20 contains 13570 members 
Mstep: Class 21 contains 2507 members 
Mstep: Class 22 contains 3404 members 
Mstep: Class 23 contains 116134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62218188.000000 Penalty: 40605.125000
Iteration 5F: 20 clusters Score -6.221819e+07 nChanged 63736
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3193 members 
Mstep: Class 3 contains 3764 members 
Mstep: Class 7 contains 20058 members 
Mstep: Class 8 contains 1700 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 43763 members 
Mstep: Class 12 contains 142122 members 
Mstep: Class 13 contains 6513 members 
Mstep: Class 14 contains 5321 members 
Mstep: Class 15 contains 4737 members 
Mstep: Class 16 contains 12434 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 17792 members 
Mstep: Class 19 contains 120283 members 
Mstep: Class 20 contains 15030 members 
Mstep: Class 21 contains 2620 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 106727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2089.134277 but Gain 2137.109375
Score: -62291420.000000 Penalty: 38468.015625
Iteration 6F: 19 clusters Score -6.229142e+07 nChanged 50852
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3295 members 
Mstep: Class 3 contains 3219 members 
Mstep: Class 7 contains 19804 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 46871 members 
Mstep: Class 12 contains 139509 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 5150 members 
Mstep: Class 16 contains 16137 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 21109 members 
Mstep: Class 19 contains 125382 members 
Mstep: Class 20 contains 17630 members 
Mstep: Class 21 contains 2879 members 
Mstep: Class 22 contains 2562 members 
Mstep: Class 23 contains 94618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62329500.000000 Penalty: 38468.015625
Iteration 7F: 19 clusters Score -6.23295e+07 nChanged 41226
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3391 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 7 contains 19510 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 48698 members 
Mstep: Class 12 contains 136455 members 
Mstep: Class 13 contains 7917 members 
Mstep: Class 14 contains 4362 members 
Mstep: Class 15 contains 5587 members 
Mstep: Class 16 contains 20188 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 24392 members 
Mstep: Class 19 contains 128330 members 
Mstep: Class 20 contains 21354 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 22 contains 2274 members 
Mstep: Class 23 contains 82146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62360076.000000 Penalty: 38468.015625
Iteration 8F: 19 clusters Score -6.236008e+07 nChanged 34834
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 2611 members 
Mstep: Class 7 contains 19250 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 49922 members 
Mstep: Class 12 contains 133014 members 
Mstep: Class 13 contains 8553 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 6051 members 
Mstep: Class 16 contains 24670 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 27390 members 
Mstep: Class 19 contains 129307 members 
Mstep: Class 20 contains 25994 members 
Mstep: Class 21 contains 3602 members 
Mstep: Class 22 contains 2250 members 
Mstep: Class 23 contains 70516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62391080.000000 Penalty: 38468.015625
Iteration 9F: 19 clusters Score -6.239108e+07 nChanged 30049
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3561 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 7 contains 19134 members 
Mstep: Class 9 contains 1505 members 
Mstep: Class 10 contains 50992 members 
Mstep: Class 12 contains 129457 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 4222 members 
Mstep: Class 15 contains 6469 members 
Mstep: Class 16 contains 28956 members 
Mstep: Class 17 contains 2017 members 
Mstep: Class 18 contains 30004 members 
Mstep: Class 19 contains 129102 members 
Mstep: Class 20 contains 31078 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 2394 members 
Mstep: Class 23 contains 59813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62419868.000000 Penalty: 38468.015625
Iteration 10F: 19 clusters Score -6.241987e+07 nChanged 26031
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3648 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 7 contains 19069 members 
Mstep: Class 9 contains 1447 members 
Mstep: Class 10 contains 52103 members 
Mstep: Class 12 contains 126187 members 
Mstep: Class 13 contains 9755 members 
Mstep: Class 14 contains 4294 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 32550 members 
Mstep: Class 17 contains 2548 members 
Mstep: Class 18 contains 31980 members 
Mstep: Class 19 contains 128032 members 
Mstep: Class 20 contains 36268 members 
Mstep: Class 21 contains 4252 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 50455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62446828.000000 Penalty: 38468.015625
Iteration 11F: 19 clusters Score -6.244683e+07 nChanged 22833
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 2155 members 
Mstep: Class 7 contains 18985 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 53223 members 
Mstep: Class 12 contains 123159 members 
Mstep: Class 13 contains 10204 members 
Mstep: Class 14 contains 4320 members 
Mstep: Class 15 contains 7078 members 
Mstep: Class 16 contains 35217 members 
Mstep: Class 17 contains 3386 members 
Mstep: Class 18 contains 33444 members 
Mstep: Class 19 contains 126448 members 
Mstep: Class 20 contains 41511 members 
Mstep: Class 21 contains 4495 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 42737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62471748.000000 Penalty: 38468.015625
Iteration 12Q: 19 clusters Score -6.247175e+07 nChanged 20652
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3843 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 7 contains 18956 members 
Mstep: Class 9 contains 1371 members 
Mstep: Class 10 contains 54383 members 
Mstep: Class 12 contains 120381 members 
Mstep: Class 13 contains 10571 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 7196 members 
Mstep: Class 16 contains 37056 members 
Mstep: Class 17 contains 4606 members 
Mstep: Class 18 contains 34330 members 
Mstep: Class 19 contains 124521 members 
Mstep: Class 20 contains 46652 members 
Mstep: Class 21 contains 4728 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 36484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62497012.000000 Penalty: 38468.015625
Iteration 13Q: 19 clusters Score -6.249701e+07 nChanged 18972
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3908 members 
Mstep: Class 3 contains 1976 members 
Mstep: Class 7 contains 18908 members 
Mstep: Class 9 contains 1360 members 
Mstep: Class 10 contains 55393 members 
Mstep: Class 12 contains 117610 members 
Mstep: Class 13 contains 10857 members 
Mstep: Class 14 contains 4064 members 
Mstep: Class 15 contains 7257 members 
Mstep: Class 16 contains 38614 members 
Mstep: Class 17 contains 6202 members 
Mstep: Class 18 contains 34668 members 
Mstep: Class 19 contains 122285 members 
Mstep: Class 20 contains 51516 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 2972 members 
Mstep: Class 23 contains 31684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62519196.000000 Penalty: 38468.015625
Iteration 14Q: 19 clusters Score -6.25192e+07 nChanged 17307
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3980 members 
Mstep: Class 3 contains 1943 members 
Mstep: Class 7 contains 18853 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 56218 members 
Mstep: Class 12 contains 114768 members 
Mstep: Class 13 contains 11142 members 
Mstep: Class 14 contains 3865 members 
Mstep: Class 15 contains 7217 members 
Mstep: Class 16 contains 40286 members 
Mstep: Class 17 contains 7913 members 
Mstep: Class 18 contains 34494 members 
Mstep: Class 19 contains 119910 members 
Mstep: Class 20 contains 55938 members 
Mstep: Class 21 contains 5269 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 28119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62538052.000000 Penalty: 38468.015625
Iteration 15Q: 19 clusters Score -6.253805e+07 nChanged 15327
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 1896 members 
Mstep: Class 7 contains 18772 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 56797 members 
Mstep: Class 12 contains 112094 members 
Mstep: Class 13 contains 11340 members 
Mstep: Class 14 contains 3705 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 42153 members 
Mstep: Class 17 contains 9338 members 
Mstep: Class 18 contains 34378 members 
Mstep: Class 19 contains 117788 members 
Mstep: Class 20 contains 59773 members 
Mstep: Class 21 contains 5505 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 25167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62554560.000000 Penalty: 38468.015625
Iteration 16Q: 19 clusters Score -6.255456e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 7 contains 18705 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 57123 members 
Mstep: Class 12 contains 109808 members 
Mstep: Class 13 contains 11479 members 
Mstep: Class 14 contains 3568 members 
Mstep: Class 15 contains 7041 members 
Mstep: Class 16 contains 43495 members 
Mstep: Class 17 contains 10249 members 
Mstep: Class 18 contains 35024 members 
Mstep: Class 19 contains 116168 members 
Mstep: Class 20 contains 63091 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 22521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62565960.000000 Penalty: 38468.015625
Iteration 17Q: 19 clusters Score -6.256596e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4096 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 7 contains 18668 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 57402 members 
Mstep: Class 12 contains 107837 members 
Mstep: Class 13 contains 11567 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 6935 members 
Mstep: Class 16 contains 44249 members 
Mstep: Class 17 contains 10777 members 
Mstep: Class 18 contains 35839 members 
Mstep: Class 19 contains 114963 members 
Mstep: Class 20 contains 65918 members 
Mstep: Class 21 contains 5789 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 20556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62572308.000000 Penalty: 38468.015625
Iteration 18Q: 19 clusters Score -6.257231e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4100 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 57690 members 
Mstep: Class 12 contains 106095 members 
Mstep: Class 13 contains 11609 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 6881 members 
Mstep: Class 16 contains 44657 members 
Mstep: Class 17 contains 11118 members 
Mstep: Class 18 contains 36502 members 
Mstep: Class 19 contains 114001 members 
Mstep: Class 20 contains 68313 members 
Mstep: Class 21 contains 5876 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 19260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62576844.000000 Penalty: 38468.015625
Iteration 19Q: 19 clusters Score -6.257684e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4098 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 7 contains 18639 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 57949 members 
Mstep: Class 12 contains 104540 members 
Mstep: Class 13 contains 11601 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 6799 members 
Mstep: Class 16 contains 44885 members 
Mstep: Class 17 contains 11341 members 
Mstep: Class 18 contains 37025 members 
Mstep: Class 19 contains 113103 members 
Mstep: Class 20 contains 70443 members 
Mstep: Class 21 contains 5925 members 
Mstep: Class 22 contains 3043 members 
Mstep: Class 23 contains 18496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62580596.000000 Penalty: 38468.015625
Iteration 20F: 19 clusters Score -6.25806e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4094 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 7 contains 18622 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 58230 members 
Mstep: Class 12 contains 103077 members 
Mstep: Class 13 contains 11533 members 
Mstep: Class 14 contains 3319 members 
Mstep: Class 15 contains 6741 members 
Mstep: Class 16 contains 45013 members 
Mstep: Class 17 contains 12437 members 
Mstep: Class 18 contains 37415 members 
Mstep: Class 19 contains 111409 members 
Mstep: Class 20 contains 72417 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 3021 members 
Mstep: Class 23 contains 17939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62584128.000000 Penalty: 38468.015625
Iteration 21Q: 19 clusters Score -6.258413e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4095 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 7 contains 18599 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 58489 members 
Mstep: Class 12 contains 101687 members 
Mstep: Class 13 contains 11465 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 6685 members 
Mstep: Class 16 contains 45101 members 
Mstep: Class 17 contains 13136 members 
Mstep: Class 18 contains 37696 members 
Mstep: Class 19 contains 110210 members 
Mstep: Class 20 contains 74174 members 
Mstep: Class 21 contains 6002 members 
Mstep: Class 22 contains 3001 members 
Mstep: Class 23 contains 17582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62585688.000000 Penalty: 38468.015625
Iteration 22Q: 19 clusters Score -6.258569e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4094 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 7 contains 18570 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 58786 members 
Mstep: Class 12 contains 100443 members 
Mstep: Class 13 contains 11363 members 
Mstep: Class 14 contains 3284 members 
Mstep: Class 15 contains 6640 members 
Mstep: Class 16 contains 45158 members 
Mstep: Class 17 contains 13597 members 
Mstep: Class 18 contains 37881 members 
Mstep: Class 19 contains 109317 members 
Mstep: Class 20 contains 75705 members 
Mstep: Class 21 contains 6023 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 17338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62586912.000000 Penalty: 38468.015625
Iteration 23Q: 19 clusters Score -6.258691e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 7 contains 18547 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 59135 members 
Mstep: Class 12 contains 99246 members 
Mstep: Class 13 contains 11231 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 6601 members 
Mstep: Class 16 contains 45200 members 
Mstep: Class 17 contains 13936 members 
Mstep: Class 18 contains 38017 members 
Mstep: Class 19 contains 108608 members 
Mstep: Class 20 contains 77148 members 
Mstep: Class 21 contains 6036 members 
Mstep: Class 22 contains 2973 members 
Mstep: Class 23 contains 17129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62587780.000000 Penalty: 38468.015625
Iteration 24Q: 19 clusters Score -6.258778e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 1876 members 
Mstep: Class 7 contains 18529 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 59479 members 
Mstep: Class 12 contains 98119 members 
Mstep: Class 13 contains 11083 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 6561 members 
Mstep: Class 16 contains 45219 members 
Mstep: Class 17 contains 14177 members 
Mstep: Class 18 contains 38129 members 
Mstep: Class 19 contains 108017 members 
Mstep: Class 20 contains 78474 members 
Mstep: Class 21 contains 6056 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 16971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62588676.000000 Penalty: 38468.015625
Iteration 25Q: 19 clusters Score -6.258868e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 1905 members 
Mstep: Class 7 contains 18514 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 59857 members 
Mstep: Class 12 contains 97062 members 
Mstep: Class 13 contains 10935 members 
Mstep: Class 14 contains 3278 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 45227 members 
Mstep: Class 17 contains 14370 members 
Mstep: Class 18 contains 38189 members 
Mstep: Class 19 contains 107419 members 
Mstep: Class 20 contains 79748 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 16874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62589444.000000 Penalty: 38468.015625
Iteration 26Q: 19 clusters Score -6.258944e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 1931 members 
Mstep: Class 7 contains 18507 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 60256 members 
Mstep: Class 12 contains 96075 members 
Mstep: Class 13 contains 10772 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 6495 members 
Mstep: Class 16 contains 45235 members 
Mstep: Class 17 contains 14506 members 
Mstep: Class 18 contains 38213 members 
Mstep: Class 19 contains 106895 members 
Mstep: Class 20 contains 80968 members 
Mstep: Class 21 contains 6045 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 16788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62590076.000000 Penalty: 38468.015625
Iteration 27Q: 19 clusters Score -6.259008e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 7 contains 18493 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 60682 members 
Mstep: Class 12 contains 95220 members 
Mstep: Class 13 contains 10599 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 6477 members 
Mstep: Class 16 contains 45238 members 
Mstep: Class 17 contains 14613 members 
Mstep: Class 18 contains 38225 members 
Mstep: Class 19 contains 106353 members 
Mstep: Class 20 contains 82077 members 
Mstep: Class 21 contains 6038 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 16712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62590540.000000 Penalty: 38468.015625
Iteration 28Q: 19 clusters Score -6.259054e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 7 contains 18481 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 61155 members 
Mstep: Class 12 contains 94496 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 6451 members 
Mstep: Class 16 contains 45236 members 
Mstep: Class 17 contains 14700 members 
Mstep: Class 18 contains 38245 members 
Mstep: Class 19 contains 105782 members 
Mstep: Class 20 contains 83099 members 
Mstep: Class 21 contains 6030 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 16631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62591208.000000 Penalty: 38468.015625
Iteration 29Q: 19 clusters Score -6.259121e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 7 contains 18477 members 
Mstep: Class 9 contains 1288 members 
Mstep: Class 10 contains 61656 members 
Mstep: Class 12 contains 93911 members 
Mstep: Class 13 contains 10188 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 6427 members 
Mstep: Class 16 contains 45234 members 
Mstep: Class 17 contains 14780 members 
Mstep: Class 18 contains 38246 members 
Mstep: Class 19 contains 105213 members 
Mstep: Class 20 contains 83979 members 
Mstep: Class 21 contains 6008 members 
Mstep: Class 22 contains 2913 members 
Mstep: Class 23 contains 16546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62591428.000000 Penalty: 38468.015625
Iteration 30Q: 19 clusters Score -6.259143e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 7 contains 18469 members 
Mstep: Class 9 contains 1288 members 
Mstep: Class 10 contains 62188 members 
Mstep: Class 12 contains 93496 members 
Mstep: Class 13 contains 9967 members 
Mstep: Class 14 contains 3315 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 45236 members 
Mstep: Class 17 contains 14858 members 
Mstep: Class 18 contains 38252 members 
Mstep: Class 19 contains 104596 members 
Mstep: Class 20 contains 84704 members 
Mstep: Class 21 contains 5991 members 
Mstep: Class 22 contains 2903 members 
Mstep: Class 23 contains 16465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62591812.000000 Penalty: 38468.015625
Iteration 31Q: 19 clusters Score -6.259181e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 7 contains 18467 members 
Mstep: Class 9 contains 1288 members 
Mstep: Class 10 contains 62746 members 
Mstep: Class 12 contains 93111 members 
Mstep: Class 13 contains 9742 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 6415 members 
Mstep: Class 16 contains 45238 members 
Mstep: Class 17 contains 14918 members 
Mstep: Class 18 contains 38259 members 
Mstep: Class 19 contains 103961 members 
Mstep: Class 20 contains 85430 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 2888 members 
Mstep: Class 23 contains 16388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62592408.000000 Penalty: 38468.015625
Iteration 32Q: 19 clusters Score -6.259241e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 2076 members 
Mstep: Class 7 contains 18468 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 63296 members 
Mstep: Class 12 contains 92796 members 
Mstep: Class 13 contains 9518 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 45237 members 
Mstep: Class 17 contains 14955 members 
Mstep: Class 18 contains 38254 members 
Mstep: Class 19 contains 103356 members 
Mstep: Class 20 contains 86102 members 
Mstep: Class 21 contains 5952 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 16310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62592940.000000 Penalty: 38468.015625
Iteration 33Q: 19 clusters Score -6.259294e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 7 contains 18466 members 
Mstep: Class 9 contains 1288 members 
Mstep: Class 10 contains 63804 members 
Mstep: Class 12 contains 92468 members 
Mstep: Class 13 contains 9281 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 6387 members 
Mstep: Class 16 contains 45238 members 
Mstep: Class 17 contains 14977 members 
Mstep: Class 18 contains 38243 members 
Mstep: Class 19 contains 102870 members 
Mstep: Class 20 contains 86731 members 
Mstep: Class 21 contains 5932 members 
Mstep: Class 22 contains 2865 members 
Mstep: Class 23 contains 16258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62593240.000000 Penalty: 38468.015625
Iteration 34Q: 19 clusters Score -6.259324e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 7 contains 18465 members 
Mstep: Class 9 contains 1288 members 
Mstep: Class 10 contains 64336 members 
Mstep: Class 12 contains 92201 members 
Mstep: Class 13 contains 9063 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 6362 members 
Mstep: Class 16 contains 45237 members 
Mstep: Class 17 contains 14978 members 
Mstep: Class 18 contains 38228 members 
Mstep: Class 19 contains 102380 members 
Mstep: Class 20 contains 87311 members 
Mstep: Class 21 contains 5907 members 
Mstep: Class 22 contains 2845 members 
Mstep: Class 23 contains 16209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62593756.000000 Penalty: 38468.015625
Iteration 35Q: 19 clusters Score -6.259376e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 7 contains 18465 members 
Mstep: Class 9 contains 1288 members 
Mstep: Class 10 contains 64911 members 
Mstep: Class 12 contains 91937 members 
Mstep: Class 13 contains 8850 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 6352 members 
Mstep: Class 16 contains 45240 members 
Mstep: Class 17 contains 14982 members 
Mstep: Class 18 contains 38216 members 
Mstep: Class 19 contains 101856 members 
Mstep: Class 20 contains 87841 members 
Mstep: Class 21 contains 5870 members 
Mstep: Class 22 contains 2829 members 
Mstep: Class 23 contains 16159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62594292.000000 Penalty: 38468.015625
Iteration 36Q: 19 clusters Score -6.259429e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 2131 members 
Mstep: Class 7 contains 18462 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 65489 members 
Mstep: Class 12 contains 91768 members 
Mstep: Class 13 contains 8612 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 45241 members 
Mstep: Class 17 contains 14987 members 
Mstep: Class 18 contains 38213 members 
Mstep: Class 19 contains 101344 members 
Mstep: Class 20 contains 88292 members 
Mstep: Class 21 contains 5836 members 
Mstep: Class 22 contains 2809 members 
Mstep: Class 23 contains 16108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62594524.000000 Penalty: 38468.015625
Iteration 37Q: 19 clusters Score -6.259452e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 7 contains 18461 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 66093 members 
Mstep: Class 12 contains 91663 members 
Mstep: Class 13 contains 8350 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 45243 members 
Mstep: Class 17 contains 14990 members 
Mstep: Class 18 contains 38222 members 
Mstep: Class 19 contains 100798 members 
Mstep: Class 20 contains 88694 members 
Mstep: Class 21 contains 5797 members 
Mstep: Class 22 contains 2798 members 
Mstep: Class 23 contains 16066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62594676.000000 Penalty: 38468.015625
Iteration 38Q: 19 clusters Score -6.259468e+07 nChanged 1777
Entering ConstructFrom: 
Score: -62594676.000000 Penalty: 38468.015625
Entering ConstructFrom: 
Trying to split cluster 1 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -37952.687500 Penalty: 973.612976
	Iteration 0F: 2 clusters Score -37952.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37094.671875 Penalty: 1947.225952
	Iteration 0F: 3 clusters Score -37094.67 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37388.796875 Penalty: 1947.225952
	Iteration 1F: 3 clusters Score -37388.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37567.042969 Penalty: 1947.225952
	Iteration 2F: 3 clusters Score -37567.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37707.667969 Penalty: 1947.225952
	Iteration 3F: 3 clusters Score -37707.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37769.039062 Penalty: 1947.225952
	Iteration 4Q: 3 clusters Score -37769.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37848.335938 Penalty: 1947.225952
	Iteration 5Q: 3 clusters Score -37848.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37879.921875 Penalty: 1947.225952
	Iteration 6Q: 3 clusters Score -37879.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37884.578125 Penalty: 1947.225952
	Iteration 7Q: 3 clusters Score -37884.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37894.597656 Penalty: 1947.225952
	Iteration 8Q: 3 clusters Score -37894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37917.234375 Penalty: 1947.225952
	Iteration 9Q: 3 clusters Score -37917.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37932.304688 Penalty: 1947.225952
	Iteration 10Q: 3 clusters Score -37932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37942.207031 Penalty: 1947.225952
	Iteration 11Q: 3 clusters Score -37942.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37951.132812 Penalty: 1947.225952
	Iteration 12Q: 3 clusters Score -37951.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37963.957031 Penalty: 1947.225952
	Iteration 13Q: 3 clusters Score -37963.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37975.433594 Penalty: 1947.225952
	Iteration 14Q: 3 clusters Score -37975.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37981.429688 Penalty: 1947.225952
	Iteration 15Q: 3 clusters Score -37981.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37995.343750 Penalty: 1947.225952
	Iteration 16Q: 3 clusters Score -37995.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37998.621094 Penalty: 1947.225952
	Iteration 17Q: 3 clusters Score -37998.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38005.093750 Penalty: 1947.225952
	Iteration 18Q: 3 clusters Score -38005.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38007.777344 Penalty: 1947.225952
	Iteration 19Q: 3 clusters Score -38007.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38007.777344 Penalty: 1947.225952
	Iteration 20F: 3 clusters Score -38007.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 7 contains 18462 members 
Mstep: Class 9 contains 1284 members 
Mstep: Class 10 contains 66693 members 
Mstep: Class 12 contains 91564 members 
Mstep: Class 13 contains 8075 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 45246 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 100246 members 
Mstep: Class 20 contains 89083 members 
Mstep: Class 21 contains 5757 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 16041 members 
Entering Unmasked Estep 
Score: -62593596.000000 Penalty: 40605.125000
Splitting cluster 1 changes total score from -62594676.000000 to -62593596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Entering Unmasked Estep 
Score: -490368.468750 Penalty: 1351.120483
	Iteration 0F: 2 clusters Score -490368.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -486961.562500 Penalty: 2702.240967
	Iteration 0F: 3 clusters Score -486961.6 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -487798.156250 Penalty: 2702.240967
	Iteration 1F: 3 clusters Score -487798.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -487963.593750 Penalty: 2702.240967
	Iteration 2F: 3 clusters Score -487963.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -488103.937500 Penalty: 2702.240967
	Iteration 3F: 3 clusters Score -488103.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -488241.406250 Penalty: 2702.240967
	Iteration 4F: 3 clusters Score -488241.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -488342.656250 Penalty: 2702.240967
	Iteration 5Q: 3 clusters Score -488342.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -488449.437500 Penalty: 2702.240967
	Iteration 6Q: 3 clusters Score -488449.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -488551.593750 Penalty: 2702.240967
	Iteration 7Q: 3 clusters Score -488551.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -488633.906250 Penalty: 2702.240967
	Iteration 8Q: 3 clusters Score -488633.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -488704.437500 Penalty: 2702.240967
	Iteration 9Q: 3 clusters Score -488704.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -488765.062500 Penalty: 2702.240967
	Iteration 10Q: 3 clusters Score -488765.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -488820.968750 Penalty: 2702.240967
	Iteration 11Q: 3 clusters Score -488821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -488872.531250 Penalty: 2702.240967
	Iteration 12Q: 3 clusters Score -488872.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -488910.500000 Penalty: 2702.240967
	Iteration 13Q: 3 clusters Score -488910.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -488939.687500 Penalty: 2702.240967
	Iteration 14Q: 3 clusters Score -488939.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -488963.187500 Penalty: 2702.240967
	Iteration 15Q: 3 clusters Score -488963.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -488988.312500 Penalty: 2702.240967
	Iteration 16Q: 3 clusters Score -488988.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -489012.062500 Penalty: 2702.240967
	Iteration 17Q: 3 clusters Score -489012.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -489036.781250 Penalty: 2702.240967
	Iteration 18Q: 3 clusters Score -489036.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -489054.812500 Penalty: 2702.240967
	Iteration 19Q: 3 clusters Score -489054.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -489064.281250 Penalty: 2702.240967
	Iteration 20F: 3 clusters Score -489064.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -489071.812500 Penalty: 2702.240967
	Iteration 21Q: 3 clusters Score -489071.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -489077.468750 Penalty: 2702.240967
	Iteration 22Q: 3 clusters Score -489077.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -489080.281250 Penalty: 2702.240967
	Iteration 23Q: 3 clusters Score -489080.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -489083.843750 Penalty: 2702.240967
	Iteration 24Q: 3 clusters Score -489083.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -489087.437500 Penalty: 2702.240967
	Iteration 25Q: 3 clusters Score -489087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -489089.625000 Penalty: 2702.240967
	Iteration 26Q: 3 clusters Score -489089.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -489090.843750 Penalty: 2702.240967
	Iteration 27Q: 3 clusters Score -489090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -489092.156250 Penalty: 2702.240967
	Iteration 28Q: 3 clusters Score -489092.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -489094.656250 Penalty: 2702.240967
	Iteration 29Q: 3 clusters Score -489094.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -489097.312500 Penalty: 2702.240967
	Iteration 30Q: 3 clusters Score -489097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -489100.656250 Penalty: 2702.240967
	Iteration 31Q: 3 clusters Score -489100.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -489103.906250 Penalty: 2702.240967
	Iteration 32Q: 3 clusters Score -489103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -489104.687500 Penalty: 2702.240967
	Iteration 33Q: 3 clusters Score -489104.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -489106.937500 Penalty: 2702.240967
	Iteration 34Q: 3 clusters Score -489106.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -489111.968750 Penalty: 2702.240967
	Iteration 35Q: 3 clusters Score -489112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -489115.000000 Penalty: 2702.240967
	Iteration 36Q: 3 clusters Score -489115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -489119.000000 Penalty: 2702.240967
	Iteration 37Q: 3 clusters Score -489119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -489123.500000 Penalty: 2702.240967
	Iteration 38Q: 3 clusters Score -489123.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -489123.906250 Penalty: 2702.240967
	Iteration 39Q: 3 clusters Score -489123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -489125.343750 Penalty: 2702.240967
	Iteration 40F: 3 clusters Score -489125.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -489125.937500 Penalty: 2702.240967
	Iteration 41Q: 3 clusters Score -489125.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -489126.218750 Penalty: 2702.240967
	Iteration 42Q: 3 clusters Score -489126.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -489126.218750 Penalty: 2702.240967
	Iteration 43F: 3 clusters Score -489126.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Entering Unmasked Estep 
Score: -252354.531250 Penalty: 1246.596191
	Iteration 0F: 2 clusters Score -252354.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -250208.859375 Penalty: 2493.192383
	Iteration 0F: 3 clusters Score -250208.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -250690.687500 Penalty: 2493.192383
	Iteration 1F: 3 clusters Score -250690.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -250799.390625 Penalty: 2493.192383
	Iteration 2F: 3 clusters Score -250799.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -250861.093750 Penalty: 2493.192383
	Iteration 3Q: 3 clusters Score -250861.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -250913.609375 Penalty: 2493.192383
	Iteration 4Q: 3 clusters Score -250913.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -250955.046875 Penalty: 2493.192383
	Iteration 5Q: 3 clusters Score -250955 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -250991.453125 Penalty: 2493.192383
	Iteration 6Q: 3 clusters Score -250991.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -251014.109375 Penalty: 2493.192383
	Iteration 7Q: 3 clusters Score -251014.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -251031.609375 Penalty: 2493.192383
	Iteration 8Q: 3 clusters Score -251031.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -251046.484375 Penalty: 2493.192383
	Iteration 9Q: 3 clusters Score -251046.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -251060.093750 Penalty: 2493.192383
	Iteration 10Q: 3 clusters Score -251060.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -251071.468750 Penalty: 2493.192383
	Iteration 11Q: 3 clusters Score -251071.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -251078.500000 Penalty: 2493.192383
	Iteration 12Q: 3 clusters Score -251078.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -251086.031250 Penalty: 2493.192383
	Iteration 13Q: 3 clusters Score -251086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -251091.796875 Penalty: 2493.192383
	Iteration 14Q: 3 clusters Score -251091.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -251098.859375 Penalty: 2493.192383
	Iteration 15Q: 3 clusters Score -251098.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -251102.390625 Penalty: 2493.192383
	Iteration 16Q: 3 clusters Score -251102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -251106.328125 Penalty: 2493.192383
	Iteration 17Q: 3 clusters Score -251106.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -251111.375000 Penalty: 2493.192383
	Iteration 18Q: 3 clusters Score -251111.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -251115.234375 Penalty: 2493.192383
	Iteration 19Q: 3 clusters Score -251115.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -251124.859375 Penalty: 2493.192383
	Iteration 20F: 3 clusters Score -251124.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -251133.546875 Penalty: 2493.192383
	Iteration 21Q: 3 clusters Score -251133.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -251140.312500 Penalty: 2493.192383
	Iteration 22Q: 3 clusters Score -251140.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -251144.468750 Penalty: 2493.192383
	Iteration 23Q: 3 clusters Score -251144.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -251148.843750 Penalty: 2493.192383
	Iteration 24Q: 3 clusters Score -251148.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -251151.875000 Penalty: 2493.192383
	Iteration 25Q: 3 clusters Score -251151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -251151.640625 Penalty: 2493.192383
	Iteration 26Q: 3 clusters Score -251151.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -251153.781250 Penalty: 2493.192383
	Iteration 27Q: 3 clusters Score -251153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -251154.625000 Penalty: 2493.192383
	Iteration 28Q: 3 clusters Score -251154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -251157.343750 Penalty: 2493.192383
	Iteration 29Q: 3 clusters Score -251157.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -251157.359375 Penalty: 2493.192383
	Iteration 30Q: 3 clusters Score -251157.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -251157.359375 Penalty: 2493.192383
	Iteration 31F: 3 clusters Score -251157.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Entering Unmasked Estep 
Score: -2202491.000000 Penalty: 1596.313843
	Iteration 0F: 2 clusters Score -2202491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2189848.500000 Penalty: 3192.627686
	Iteration 0F: 3 clusters Score -2189848 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2194973.250000 Penalty: 3192.627686
	Iteration 1F: 3 clusters Score -2194973 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2196050.250000 Penalty: 3192.627686
	Iteration 2F: 3 clusters Score -2196050 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2197300.750000 Penalty: 3192.627686
	Iteration 3F: 3 clusters Score -2197301 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2198580.250000 Penalty: 3192.627686
	Iteration 4F: 3 clusters Score -2198580 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2199616.500000 Penalty: 3192.627686
	Iteration 5F: 3 clusters Score -2199616 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2200297.250000 Penalty: 3192.627686
	Iteration 6F: 3 clusters Score -2200297 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2200749.250000 Penalty: 3192.627686
	Iteration 7Q: 3 clusters Score -2200749 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2201036.000000 Penalty: 3192.627686
	Iteration 8Q: 3 clusters Score -2201036 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2201236.750000 Penalty: 3192.627686
	Iteration 9Q: 3 clusters Score -2201237 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2201376.750000 Penalty: 3192.627686
	Iteration 10Q: 3 clusters Score -2201377 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2201479.000000 Penalty: 3192.627686
	Iteration 11Q: 3 clusters Score -2201479 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2201557.500000 Penalty: 3192.627686
	Iteration 12Q: 3 clusters Score -2201558 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2201624.000000 Penalty: 3192.627686
	Iteration 13Q: 3 clusters Score -2201624 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2201689.250000 Penalty: 3192.627686
	Iteration 14Q: 3 clusters Score -2201689 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2201736.500000 Penalty: 3192.627686
	Iteration 15Q: 3 clusters Score -2201736 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2201794.000000 Penalty: 3192.627686
	Iteration 16Q: 3 clusters Score -2201794 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2201834.750000 Penalty: 3192.627686
	Iteration 17Q: 3 clusters Score -2201835 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2201868.750000 Penalty: 3192.627686
	Iteration 18Q: 3 clusters Score -2201869 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2201897.250000 Penalty: 3192.627686
	Iteration 19Q: 3 clusters Score -2201897 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2201917.750000 Penalty: 3192.627686
	Iteration 20F: 3 clusters Score -2201918 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2201932.250000 Penalty: 3192.627686
	Iteration 21Q: 3 clusters Score -2201932 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2201950.250000 Penalty: 3192.627686
	Iteration 22Q: 3 clusters Score -2201950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2201962.250000 Penalty: 3192.627686
	Iteration 23Q: 3 clusters Score -2201962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2201974.500000 Penalty: 3192.627686
	Iteration 24Q: 3 clusters Score -2201974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2201985.500000 Penalty: 3192.627686
	Iteration 25Q: 3 clusters Score -2201986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2201990.750000 Penalty: 3192.627686
	Iteration 26Q: 3 clusters Score -2201991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2201989.500000 Penalty: 3192.627686
	Iteration 27Q: 3 clusters Score -2201990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2201989.750000 Penalty: 3192.627686
	Iteration 28Q: 3 clusters Score -2201990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2201994.500000 Penalty: 3192.627686
	Iteration 29Q: 3 clusters Score -2201994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2202000.750000 Penalty: 3192.627686
	Iteration 30Q: 3 clusters Score -2202001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2202004.250000 Penalty: 3192.627686
	Iteration 31Q: 3 clusters Score -2202004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2202003.750000 Penalty: 3192.627686
	Iteration 32Q: 3 clusters Score -2202004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2202002.500000 Penalty: 3192.627686
	Iteration 33Q: 3 clusters Score -2202002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2201998.500000 Penalty: 3192.627686
	Iteration 34Q: 3 clusters Score -2201998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2202001.500000 Penalty: 3192.627686
	Iteration 35Q: 3 clusters Score -2202002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2202002.500000 Penalty: 3192.627686
	Iteration 36Q: 3 clusters Score -2202002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2202004.500000 Penalty: 3192.627686
	Iteration 37Q: 3 clusters Score -2202004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2202003.750000 Penalty: 3192.627686
	Iteration 38Q: 3 clusters Score -2202004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2202006.000000 Penalty: 3192.627686
	Iteration 39Q: 3 clusters Score -2202006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2202003.750000 Penalty: 3192.627686
	Iteration 40F: 3 clusters Score -2202004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2202004.750000 Penalty: 3192.627686
	Iteration 41Q: 3 clusters Score -2202005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2202006.500000 Penalty: 3192.627686
	Iteration 42Q: 3 clusters Score -2202006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2202007.500000 Penalty: 3192.627686
	Iteration 43Q: 3 clusters Score -2202008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2202006.750000 Penalty: 3192.627686
	Iteration 44Q: 3 clusters Score -2202007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2202008.750000 Penalty: 3192.627686
	Iteration 45Q: 3 clusters Score -2202009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2202009.250000 Penalty: 3192.627686
	Iteration 46Q: 3 clusters Score -2202009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2202010.750000 Penalty: 3192.627686
	Iteration 47Q: 3 clusters Score -2202011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2202011.750000 Penalty: 3192.627686
	Iteration 48Q: 3 clusters Score -2202012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2202011.500000 Penalty: 3192.627686
	Iteration 49Q: 3 clusters Score -2202012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2202011.250000 Penalty: 3192.627686
	Iteration 50Q: 3 clusters Score -2202011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2202013.000000 Penalty: 3192.627686
	Iteration 51Q: 3 clusters Score -2202013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2202014.750000 Penalty: 3192.627686
	Iteration 52Q: 3 clusters Score -2202015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2202013.500000 Penalty: 3192.627686
	Iteration 53Q: 3 clusters Score -2202014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2202015.500000 Penalty: 3192.627686
	Iteration 54Q: 3 clusters Score -2202016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2202018.500000 Penalty: 3192.627686
	Iteration 55Q: 3 clusters Score -2202018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2202019.750000 Penalty: 3192.627686
	Iteration 56Q: 3 clusters Score -2202020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2202015.250000 Penalty: 3192.627686
	Iteration 57Q: 3 clusters Score -2202015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2202018.500000 Penalty: 3192.627686
	Iteration 58Q: 3 clusters Score -2202018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2202014.250000 Penalty: 3192.627686
	Iteration 59Q: 3 clusters Score -2202014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2202018.500000 Penalty: 3192.627686
	Iteration 60F: 3 clusters Score -2202018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2202020.750000 Penalty: 3192.627686
	Iteration 61Q: 3 clusters Score -2202021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2202024.000000 Penalty: 3192.627686
	Iteration 62Q: 3 clusters Score -2202024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2202017.500000 Penalty: 3192.627686
	Iteration 63Q: 3 clusters Score -2202018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2202017.250000 Penalty: 3192.627686
	Iteration 64Q: 3 clusters Score -2202017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2202022.750000 Penalty: 3192.627686
	Iteration 65Q: 3 clusters Score -2202023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2202023.000000 Penalty: 3192.627686
	Iteration 66Q: 3 clusters Score -2202023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2202023.250000 Penalty: 3192.627686
	Iteration 67Q: 3 clusters Score -2202023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2202024.500000 Penalty: 3192.627686
	Iteration 68Q: 3 clusters Score -2202024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2202025.250000 Penalty: 3192.627686
	Iteration 69Q: 3 clusters Score -2202025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2202027.000000 Penalty: 3192.627686
	Iteration 70Q: 3 clusters Score -2202027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2202026.000000 Penalty: 3192.627686
	Iteration 71Q: 3 clusters Score -2202026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2202026.000000 Penalty: 3192.627686
	Iteration 72F: 3 clusters Score -2202026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -136817.734375 Penalty: 1163.131958
	Iteration 0F: 2 clusters Score -136817.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135473.718750 Penalty: 2326.263916
	Iteration 0F: 3 clusters Score -135473.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -137102.484375 Penalty: 2326.263916
	Iteration 1F: 3 clusters Score -137102.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -138049.953125 Penalty: 2326.263916
	Iteration 2F: 3 clusters Score -138050 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -138316.765625 Penalty: 2326.263916
	Iteration 3F: 3 clusters Score -138316.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -138382.500000 Penalty: 2326.263916
	Iteration 4Q: 3 clusters Score -138382.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -138443.000000 Penalty: 2326.263916
	Iteration 5Q: 3 clusters Score -138443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -138464.265625 Penalty: 2326.263916
	Iteration 6Q: 3 clusters Score -138464.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -138473.640625 Penalty: 2326.263916
	Iteration 7Q: 3 clusters Score -138473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -138475.281250 Penalty: 2326.263916
	Iteration 8Q: 3 clusters Score -138475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -138475.281250 Penalty: 2326.263916
	Iteration 9F: 3 clusters Score -138475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 7 contains 18462 members 
Mstep: Class 9 contains 194 members 
Mstep: Class 10 contains 66693 members 
Mstep: Class 12 contains 91564 members 
Mstep: Class 13 contains 8075 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 45246 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 100246 members 
Mstep: Class 20 contains 89083 members 
Mstep: Class 21 contains 5757 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 16041 members 
Entering Unmasked Estep 
Score: -62595308.000000 Penalty: 40605.125000
Splitting cluster 9 changes total score from -62594676.000000 to -62595308.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 10 (66693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Entering Unmasked Estep 
Score: -8230628.500000 Penalty: 1805.026367
	Iteration 0F: 2 clusters Score -8230628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -8186953.500000 Penalty: 3610.052734
	Iteration 0F: 3 clusters Score -8186954 nChanged 31549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -8207003.000000 Penalty: 3610.052734
	Iteration 1F: 3 clusters Score -8207003 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -8210002.500000 Penalty: 3610.052734
	Iteration 2F: 3 clusters Score -8210002 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -8214080.000000 Penalty: 3610.052734
	Iteration 3F: 3 clusters Score -8214080 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -8218864.500000 Penalty: 3610.052734
	Iteration 4F: 3 clusters Score -8218864 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -8224235.500000 Penalty: 3610.052734
	Iteration 5F: 3 clusters Score -8224236 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -8229539.000000 Penalty: 3610.052734
	Iteration 6F: 3 clusters Score -8229539 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -8232910.500000 Penalty: 3610.052734
	Iteration 7F: 3 clusters Score -8232910 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -8234486.500000 Penalty: 3610.052734
	Iteration 8Q: 3 clusters Score -8234486 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -8235166.000000 Penalty: 3610.052734
	Iteration 9Q: 3 clusters Score -8235166 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -8235528.000000 Penalty: 3610.052734
	Iteration 10Q: 3 clusters Score -8235528 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -8235731.000000 Penalty: 3610.052734
	Iteration 11Q: 3 clusters Score -8235731 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -8235855.500000 Penalty: 3610.052734
	Iteration 12Q: 3 clusters Score -8235856 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -8235965.000000 Penalty: 3610.052734
	Iteration 13Q: 3 clusters Score -8235965 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -8236008.500000 Penalty: 3610.052734
	Iteration 14Q: 3 clusters Score -8236008 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -8236066.000000 Penalty: 3610.052734
	Iteration 15Q: 3 clusters Score -8236066 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -8236066.000000 Penalty: 3610.052734
	Iteration 16Q: 3 clusters Score -8236066 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -8236061.500000 Penalty: 3610.052734
	Iteration 17Q: 3 clusters Score -8236062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -8236063.500000 Penalty: 3610.052734
	Iteration 18Q: 3 clusters Score -8236064 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -8236052.000000 Penalty: 3610.052734
	Iteration 19Q: 3 clusters Score -8236052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -8236060.000000 Penalty: 3610.052734
	Iteration 20F: 3 clusters Score -8236060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -8236063.000000 Penalty: 3610.052734
	Iteration 21Q: 3 clusters Score -8236063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -8236063.500000 Penalty: 3610.052734
	Iteration 22Q: 3 clusters Score -8236064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -8236060.000000 Penalty: 3610.052734
	Iteration 23Q: 3 clusters Score -8236060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -8236069.000000 Penalty: 3610.052734
	Iteration 24Q: 3 clusters Score -8236069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -8236072.500000 Penalty: 3610.052734
	Iteration 25Q: 3 clusters Score -8236072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -8236064.500000 Penalty: 3610.052734
	Iteration 26Q: 3 clusters Score -8236064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -8236069.500000 Penalty: 3610.052734
	Iteration 27Q: 3 clusters Score -8236070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -8236065.500000 Penalty: 3610.052734
	Iteration 28Q: 3 clusters Score -8236066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -8236065.500000 Penalty: 3610.052734
	Iteration 29Q: 3 clusters Score -8236066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -8236054.000000 Penalty: 3610.052734
	Iteration 30Q: 3 clusters Score -8236054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -8236056.000000 Penalty: 3610.052734
	Iteration 31Q: 3 clusters Score -8236056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -8236059.000000 Penalty: 3610.052734
	Iteration 32Q: 3 clusters Score -8236059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8236054.000000 Penalty: 3610.052734
	Iteration 33Q: 3 clusters Score -8236054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8236054.000000 Penalty: 3610.052734
	Iteration 34F: 3 clusters Score -8236054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 42752 members 
Mstep: Class 7 contains 18462 members 
Mstep: Class 9 contains 194 members 
Mstep: Class 10 contains 23941 members 
Mstep: Class 12 contains 91564 members 
Mstep: Class 13 contains 8075 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 45246 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 100246 members 
Mstep: Class 20 contains 89083 members 
Mstep: Class 21 contains 5757 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 16041 members 
Entering Unmasked Estep 
Score: -62600476.000000 Penalty: 42742.238281
Splitting cluster 10 changes total score from -62594676.000000 to -62600476.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 12 (91564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Entering Unmasked Estep 
Score: -11329237.000000 Penalty: 1856.528931
	Iteration 0F: 2 clusters Score -1.132924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -11278659.000000 Penalty: 3713.057861
	Iteration 0F: 3 clusters Score -1.127866e+07 nChanged 43692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -11304110.000000 Penalty: 3713.057861
	Iteration 1F: 3 clusters Score -1.130411e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -11305169.000000 Penalty: 3713.057861
	Iteration 2Q: 3 clusters Score -1.130517e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -11306769.000000 Penalty: 3713.057861
	Iteration 3Q: 3 clusters Score -1.130677e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -11309206.000000 Penalty: 3713.057861
	Iteration 4F: 3 clusters Score -1.130921e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -11312749.000000 Penalty: 3713.057861
	Iteration 5F: 3 clusters Score -1.131275e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -11316678.000000 Penalty: 3713.057861
	Iteration 6F: 3 clusters Score -1.131668e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -11320009.000000 Penalty: 3713.057861
	Iteration 7F: 3 clusters Score -1.132001e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -11322598.000000 Penalty: 3713.057861
	Iteration 8Q: 3 clusters Score -1.13226e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -11324457.000000 Penalty: 3713.057861
	Iteration 9Q: 3 clusters Score -1.132446e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -11325604.000000 Penalty: 3713.057861
	Iteration 10Q: 3 clusters Score -1.13256e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88919 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -11326328.000000 Penalty: 3713.057861
	Iteration 11Q: 3 clusters Score -1.132633e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -11326773.000000 Penalty: 3713.057861
	Iteration 12Q: 3 clusters Score -1.132677e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11327059.000000 Penalty: 3713.057861
	Iteration 13Q: 3 clusters Score -1.132706e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90457 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11327243.000000 Penalty: 3713.057861
	Iteration 14Q: 3 clusters Score -1.132724e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90656 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11327313.000000 Penalty: 3713.057861
	Iteration 15Q: 3 clusters Score -1.132731e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90798 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11327398.000000 Penalty: 3713.057861
	Iteration 16Q: 3 clusters Score -1.13274e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90898 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11327455.000000 Penalty: 3713.057861
	Iteration 17Q: 3 clusters Score -1.132746e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90965 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -11327492.000000 Penalty: 3713.057861
	Iteration 18Q: 3 clusters Score -1.132749e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -11327500.000000 Penalty: 3713.057861
	Iteration 19Q: 3 clusters Score -1.13275e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11327528.000000 Penalty: 3713.057861
	Iteration 20F: 3 clusters Score -1.132753e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -11327547.000000 Penalty: 3713.057861
	Iteration 21Q: 3 clusters Score -1.132755e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11327567.000000 Penalty: 3713.057861
	Iteration 22Q: 3 clusters Score -1.132757e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91113 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11327582.000000 Penalty: 3713.057861
	Iteration 23Q: 3 clusters Score -1.132758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11327588.000000 Penalty: 3713.057861
	Iteration 24Q: 3 clusters Score -1.132759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91129 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11327581.000000 Penalty: 3713.057861
	Iteration 25Q: 3 clusters Score -1.132758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11327573.000000 Penalty: 3713.057861
	Iteration 26Q: 3 clusters Score -1.132757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91134 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11327586.000000 Penalty: 3713.057861
	Iteration 27Q: 3 clusters Score -1.132759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91138 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11327589.000000 Penalty: 3713.057861
	Iteration 28Q: 3 clusters Score -1.132759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11327600.000000 Penalty: 3713.057861
	Iteration 29Q: 3 clusters Score -1.13276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91146 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11327605.000000 Penalty: 3713.057861
	Iteration 30Q: 3 clusters Score -1.13276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -11327612.000000 Penalty: 3713.057861
	Iteration 31Q: 3 clusters Score -1.132761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91159 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11327625.000000 Penalty: 3713.057861
	Iteration 32Q: 3 clusters Score -1.132762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -11327633.000000 Penalty: 3713.057861
	Iteration 33Q: 3 clusters Score -1.132763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91168 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -11327627.000000 Penalty: 3713.057861
	Iteration 34Q: 3 clusters Score -1.132763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11327642.000000 Penalty: 3713.057861
	Iteration 35Q: 3 clusters Score -1.132764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -11327635.000000 Penalty: 3713.057861
	Iteration 36Q: 3 clusters Score -1.132764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11327636.000000 Penalty: 3713.057861
	Iteration 37Q: 3 clusters Score -1.132764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11327636.000000 Penalty: 3713.057861
	Iteration 38F: 3 clusters Score -1.132764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Entering Unmasked Estep 
Score: -994661.312500 Penalty: 1461.935791
	Iteration 0F: 2 clusters Score -994661.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -988687.125000 Penalty: 2923.871582
	Iteration 0F: 3 clusters Score -988687.1 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -990929.812500 Penalty: 2923.871582
	Iteration 1F: 3 clusters Score -990929.8 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -991819.250000 Penalty: 2923.871582
	Iteration 2F: 3 clusters Score -991819.2 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -992791.625000 Penalty: 2923.871582
	Iteration 3F: 3 clusters Score -992791.6 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -993625.000000 Penalty: 2923.871582
	Iteration 4F: 3 clusters Score -993625 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -994282.062500 Penalty: 2923.871582
	Iteration 5F: 3 clusters Score -994282.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -994784.875000 Penalty: 2923.871582
	Iteration 6Q: 3 clusters Score -994784.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -995107.625000 Penalty: 2923.871582
	Iteration 7Q: 3 clusters Score -995107.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -995261.500000 Penalty: 2923.871582
	Iteration 8Q: 3 clusters Score -995261.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -995322.562500 Penalty: 2923.871582
	Iteration 9Q: 3 clusters Score -995322.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -995345.062500 Penalty: 2923.871582
	Iteration 10Q: 3 clusters Score -995345.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -995363.812500 Penalty: 2923.871582
	Iteration 11Q: 3 clusters Score -995363.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -995375.625000 Penalty: 2923.871582
	Iteration 12Q: 3 clusters Score -995375.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -995380.437500 Penalty: 2923.871582
	Iteration 13Q: 3 clusters Score -995380.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -995384.750000 Penalty: 2923.871582
	Iteration 14Q: 3 clusters Score -995384.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -995384.062500 Penalty: 2923.871582
	Iteration 15Q: 3 clusters Score -995384.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -995386.875000 Penalty: 2923.871582
	Iteration 16Q: 3 clusters Score -995386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -995389.062500 Penalty: 2923.871582
	Iteration 17Q: 3 clusters Score -995389.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -995392.625000 Penalty: 2923.871582
	Iteration 18Q: 3 clusters Score -995392.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -995395.875000 Penalty: 2923.871582
	Iteration 19Q: 3 clusters Score -995395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -995397.687500 Penalty: 2923.871582
	Iteration 20F: 3 clusters Score -995397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -995395.125000 Penalty: 2923.871582
	Iteration 21Q: 3 clusters Score -995395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -995395.750000 Penalty: 2923.871582
	Iteration 22Q: 3 clusters Score -995395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -995397.000000 Penalty: 2923.871582
	Iteration 23Q: 3 clusters Score -995397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -995396.812500 Penalty: 2923.871582
	Iteration 24Q: 3 clusters Score -995396.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -995397.687500 Penalty: 2923.871582
	Iteration 25Q: 3 clusters Score -995397.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -995398.625000 Penalty: 2923.871582
	Iteration 26Q: 3 clusters Score -995398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -995399.187500 Penalty: 2923.871582
	Iteration 27Q: 3 clusters Score -995399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -995399.375000 Penalty: 2923.871582
	Iteration 28Q: 3 clusters Score -995399.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -995399.375000 Penalty: 2923.871582
	Iteration 29F: 3 clusters Score -995399.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 42752 members 
Mstep: Class 6 contains 7094 members 
Mstep: Class 7 contains 18462 members 
Mstep: Class 9 contains 194 members 
Mstep: Class 10 contains 23941 members 
Mstep: Class 12 contains 91564 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 45246 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 100246 members 
Mstep: Class 20 contains 89083 members 
Mstep: Class 21 contains 5757 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 16041 members 
Entering Unmasked Estep 
Score: -62600508.000000 Penalty: 44879.351562
Splitting cluster 13 changes total score from -62594676.000000 to -62600508.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 14 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -394179.750000 Penalty: 1314.789917
	Iteration 0F: 2 clusters Score -394179.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -391299.687500 Penalty: 2629.579834
	Iteration 0F: 3 clusters Score -391299.7 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -391941.281250 Penalty: 2629.579834
	Iteration 1F: 3 clusters Score -391941.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -392082.468750 Penalty: 2629.579834
	Iteration 2F: 3 clusters Score -392082.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -392166.687500 Penalty: 2629.579834
	Iteration 3Q: 3 clusters Score -392166.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -392219.031250 Penalty: 2629.579834
	Iteration 4Q: 3 clusters Score -392219 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -392264.500000 Penalty: 2629.579834
	Iteration 5Q: 3 clusters Score -392264.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -392310.562500 Penalty: 2629.579834
	Iteration 6Q: 3 clusters Score -392310.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -392344.250000 Penalty: 2629.579834
	Iteration 7Q: 3 clusters Score -392344.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -392375.093750 Penalty: 2629.579834
	Iteration 8Q: 3 clusters Score -392375.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -392408.843750 Penalty: 2629.579834
	Iteration 9Q: 3 clusters Score -392408.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -392444.343750 Penalty: 2629.579834
	Iteration 10Q: 3 clusters Score -392444.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -392480.781250 Penalty: 2629.579834
	Iteration 11Q: 3 clusters Score -392480.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -392515.937500 Penalty: 2629.579834
	Iteration 12Q: 3 clusters Score -392515.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -392554.656250 Penalty: 2629.579834
	Iteration 13Q: 3 clusters Score -392554.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -392592.218750 Penalty: 2629.579834
	Iteration 14Q: 3 clusters Score -392592.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -392630.781250 Penalty: 2629.579834
	Iteration 15Q: 3 clusters Score -392630.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -392666.812500 Penalty: 2629.579834
	Iteration 16Q: 3 clusters Score -392666.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -392709.437500 Penalty: 2629.579834
	Iteration 17Q: 3 clusters Score -392709.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -392753.468750 Penalty: 2629.579834
	Iteration 18Q: 3 clusters Score -392753.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -392807.812500 Penalty: 2629.579834
	Iteration 19Q: 3 clusters Score -392807.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -392863.718750 Penalty: 2629.579834
	Iteration 20F: 3 clusters Score -392863.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -392901.312500 Penalty: 2629.579834
	Iteration 21Q: 3 clusters Score -392901.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -392924.531250 Penalty: 2629.579834
	Iteration 22Q: 3 clusters Score -392924.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -392946.562500 Penalty: 2629.579834
	Iteration 23Q: 3 clusters Score -392946.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -392967.750000 Penalty: 2629.579834
	Iteration 24Q: 3 clusters Score -392967.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -392980.500000 Penalty: 2629.579834
	Iteration 25Q: 3 clusters Score -392980.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -392989.718750 Penalty: 2629.579834
	Iteration 26Q: 3 clusters Score -392989.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -393003.250000 Penalty: 2629.579834
	Iteration 27Q: 3 clusters Score -393003.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -393012.250000 Penalty: 2629.579834
	Iteration 28Q: 3 clusters Score -393012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -393019.093750 Penalty: 2629.579834
	Iteration 29Q: 3 clusters Score -393019.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -393026.250000 Penalty: 2629.579834
	Iteration 30Q: 3 clusters Score -393026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -393027.687500 Penalty: 2629.579834
	Iteration 31Q: 3 clusters Score -393027.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -393027.687500 Penalty: 2629.579834
	Iteration 32F: 3 clusters Score -393027.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Entering Unmasked Estep 
Score: -744472.625000 Penalty: 1422.448608
	Iteration 0F: 2 clusters Score -744472.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -739629.312500 Penalty: 2844.897217
	Iteration 0F: 3 clusters Score -739629.3 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -741160.062500 Penalty: 2844.897217
	Iteration 1F: 3 clusters Score -741160.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -741506.437500 Penalty: 2844.897217
	Iteration 2F: 3 clusters Score -741506.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -741786.875000 Penalty: 2844.897217
	Iteration 3F: 3 clusters Score -741786.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -742048.437500 Penalty: 2844.897217
	Iteration 4F: 3 clusters Score -742048.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -742239.937500 Penalty: 2844.897217
	Iteration 5Q: 3 clusters Score -742239.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -742386.500000 Penalty: 2844.897217
	Iteration 6Q: 3 clusters Score -742386.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -742501.500000 Penalty: 2844.897217
	Iteration 7Q: 3 clusters Score -742501.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -742596.062500 Penalty: 2844.897217
	Iteration 8Q: 3 clusters Score -742596.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -742679.812500 Penalty: 2844.897217
	Iteration 9Q: 3 clusters Score -742679.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -742761.000000 Penalty: 2844.897217
	Iteration 10Q: 3 clusters Score -742761 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -742824.937500 Penalty: 2844.897217
	Iteration 11Q: 3 clusters Score -742824.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -742876.750000 Penalty: 2844.897217
	Iteration 12Q: 3 clusters Score -742876.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -742920.062500 Penalty: 2844.897217
	Iteration 13Q: 3 clusters Score -742920.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -742946.875000 Penalty: 2844.897217
	Iteration 14Q: 3 clusters Score -742946.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -742966.812500 Penalty: 2844.897217
	Iteration 15Q: 3 clusters Score -742966.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -742978.562500 Penalty: 2844.897217
	Iteration 16Q: 3 clusters Score -742978.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -742986.437500 Penalty: 2844.897217
	Iteration 17Q: 3 clusters Score -742986.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -742997.937500 Penalty: 2844.897217
	Iteration 18Q: 3 clusters Score -742997.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -743006.437500 Penalty: 2844.897217
	Iteration 19Q: 3 clusters Score -743006.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -743012.062500 Penalty: 2844.897217
	Iteration 20F: 3 clusters Score -743012.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -743018.750000 Penalty: 2844.897217
	Iteration 21Q: 3 clusters Score -743018.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -743021.437500 Penalty: 2844.897217
	Iteration 22Q: 3 clusters Score -743021.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -743025.625000 Penalty: 2844.897217
	Iteration 23Q: 3 clusters Score -743025.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -743029.625000 Penalty: 2844.897217
	Iteration 24Q: 3 clusters Score -743029.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -743028.937500 Penalty: 2844.897217
	Iteration 25Q: 3 clusters Score -743028.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -743030.750000 Penalty: 2844.897217
	Iteration 26Q: 3 clusters Score -743030.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -743031.562500 Penalty: 2844.897217
	Iteration 27Q: 3 clusters Score -743031.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -743031.750000 Penalty: 2844.897217
	Iteration 28Q: 3 clusters Score -743031.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -743031.687500 Penalty: 2844.897217
	Iteration 29Q: 3 clusters Score -743031.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -743034.250000 Penalty: 2844.897217
	Iteration 30Q: 3 clusters Score -743034.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -743035.125000 Penalty: 2844.897217
	Iteration 31Q: 3 clusters Score -743035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -743035.750000 Penalty: 2844.897217
	Iteration 32Q: 3 clusters Score -743035.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -743035.812500 Penalty: 2844.897217
	Iteration 33Q: 3 clusters Score -743035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -743037.312500 Penalty: 2844.897217
	Iteration 34Q: 3 clusters Score -743037.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -743040.375000 Penalty: 2844.897217
	Iteration 35Q: 3 clusters Score -743040.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -743040.062500 Penalty: 2844.897217
	Iteration 36Q: 3 clusters Score -743040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -743040.875000 Penalty: 2844.897217
	Iteration 37Q: 3 clusters Score -743040.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -743044.312500 Penalty: 2844.897217
	Iteration 38Q: 3 clusters Score -743044.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -743045.062500 Penalty: 2844.897217
	Iteration 39Q: 3 clusters Score -743045.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -743045.312500 Penalty: 2844.897217
	Iteration 40F: 3 clusters Score -743045.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -743047.062500 Penalty: 2844.897217
	Iteration 41Q: 3 clusters Score -743047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -743048.625000 Penalty: 2844.897217
	Iteration 42Q: 3 clusters Score -743048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -743047.375000 Penalty: 2844.897217
	Iteration 43Q: 3 clusters Score -743047.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -743047.125000 Penalty: 2844.897217
	Iteration 44Q: 3 clusters Score -743047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -743047.625000 Penalty: 2844.897217
	Iteration 45Q: 3 clusters Score -743047.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -743049.250000 Penalty: 2844.897217
	Iteration 46Q: 3 clusters Score -743049.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -743049.375000 Penalty: 2844.897217
	Iteration 47Q: 3 clusters Score -743049.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -743052.937500 Penalty: 2844.897217
	Iteration 48Q: 3 clusters Score -743052.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -743054.250000 Penalty: 2844.897217
	Iteration 49Q: 3 clusters Score -743054.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -743055.125000 Penalty: 2844.897217
	Iteration 50Q: 3 clusters Score -743055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -743057.500000 Penalty: 2844.897217
	Iteration 51Q: 3 clusters Score -743057.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -743057.125000 Penalty: 2844.897217
	Iteration 52Q: 3 clusters Score -743057.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -743059.375000 Penalty: 2844.897217
	Iteration 53Q: 3 clusters Score -743059.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -743060.625000 Penalty: 2844.897217
	Iteration 54Q: 3 clusters Score -743060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -743058.750000 Penalty: 2844.897217
	Iteration 55Q: 3 clusters Score -743058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -743060.625000 Penalty: 2844.897217
	Iteration 56Q: 3 clusters Score -743060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -743060.687500 Penalty: 2844.897217
	Iteration 57Q: 3 clusters Score -743060.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -743060.687500 Penalty: 2844.897217
	Iteration 58F: 3 clusters Score -743060.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Entering Unmasked Estep 
Score: -5713963.000000 Penalty: 1741.978760
	Iteration 0F: 2 clusters Score -5713963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -5683603.000000 Penalty: 3483.957520
	Iteration 0F: 3 clusters Score -5683603 nChanged 21305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -5695629.000000 Penalty: 3483.957520
	Iteration 1F: 3 clusters Score -5695629 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -5696010.500000 Penalty: 3483.957520
	Iteration 2Q: 3 clusters Score -5696010 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -5696408.500000 Penalty: 3483.957520
	Iteration 3Q: 3 clusters Score -5696408 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -5696834.000000 Penalty: 3483.957520
	Iteration 4Q: 3 clusters Score -5696834 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -5697410.500000 Penalty: 3483.957520
	Iteration 5Q: 3 clusters Score -5697410 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -5698109.000000 Penalty: 3483.957520
	Iteration 6Q: 3 clusters Score -5698109 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -5698945.500000 Penalty: 3483.957520
	Iteration 7Q: 3 clusters Score -5698946 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -5699853.500000 Penalty: 3483.957520
	Iteration 8Q: 3 clusters Score -5699854 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -5700749.500000 Penalty: 3483.957520
	Iteration 9Q: 3 clusters Score -5700750 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -5701654.000000 Penalty: 3483.957520
	Iteration 10Q: 3 clusters Score -5701654 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -5702542.500000 Penalty: 3483.957520
	Iteration 11Q: 3 clusters Score -5702542 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -5703466.500000 Penalty: 3483.957520
	Iteration 12Q: 3 clusters Score -5703466 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -5704337.500000 Penalty: 3483.957520
	Iteration 13Q: 3 clusters Score -5704338 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -5705302.500000 Penalty: 3483.957520
	Iteration 14Q: 3 clusters Score -5705302 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -5706243.500000 Penalty: 3483.957520
	Iteration 15Q: 3 clusters Score -5706244 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -5707226.500000 Penalty: 3483.957520
	Iteration 16Q: 3 clusters Score -5707226 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -5708125.000000 Penalty: 3483.957520
	Iteration 17Q: 3 clusters Score -5708125 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -5708986.000000 Penalty: 3483.957520
	Iteration 18Q: 3 clusters Score -5708986 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -5709724.500000 Penalty: 3483.957520
	Iteration 19Q: 3 clusters Score -5709724 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5710386.000000 Penalty: 3483.957520
	Iteration 20F: 3 clusters Score -5710386 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5710909.000000 Penalty: 3483.957520
	Iteration 21Q: 3 clusters Score -5710909 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5711368.000000 Penalty: 3483.957520
	Iteration 22Q: 3 clusters Score -5711368 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5711785.500000 Penalty: 3483.957520
	Iteration 23Q: 3 clusters Score -5711786 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5712036.000000 Penalty: 3483.957520
	Iteration 24Q: 3 clusters Score -5712036 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5712227.000000 Penalty: 3483.957520
	Iteration 25Q: 3 clusters Score -5712227 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5712330.000000 Penalty: 3483.957520
	Iteration 26Q: 3 clusters Score -5712330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5712380.000000 Penalty: 3483.957520
	Iteration 27Q: 3 clusters Score -5712380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5712434.500000 Penalty: 3483.957520
	Iteration 28Q: 3 clusters Score -5712434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5712464.000000 Penalty: 3483.957520
	Iteration 29Q: 3 clusters Score -5712464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5712475.500000 Penalty: 3483.957520
	Iteration 30Q: 3 clusters Score -5712476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5712484.000000 Penalty: 3483.957520
	Iteration 31Q: 3 clusters Score -5712484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5712492.500000 Penalty: 3483.957520
	Iteration 32Q: 3 clusters Score -5712492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5712501.500000 Penalty: 3483.957520
	Iteration 33Q: 3 clusters Score -5712502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5712506.000000 Penalty: 3483.957520
	Iteration 34Q: 3 clusters Score -5712506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5712516.000000 Penalty: 3483.957520
	Iteration 35Q: 3 clusters Score -5712516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5712524.000000 Penalty: 3483.957520
	Iteration 36Q: 3 clusters Score -5712524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5712527.500000 Penalty: 3483.957520
	Iteration 37Q: 3 clusters Score -5712528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5712530.000000 Penalty: 3483.957520
	Iteration 38Q: 3 clusters Score -5712530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5712533.000000 Penalty: 3483.957520
	Iteration 39Q: 3 clusters Score -5712533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5712534.000000 Penalty: 3483.957520
	Iteration 40F: 3 clusters Score -5712534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5712534.000000 Penalty: 3483.957520
	Iteration 41Q: 3 clusters Score -5712534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5712536.000000 Penalty: 3483.957520
	Iteration 42Q: 3 clusters Score -5712536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5712536.000000 Penalty: 3483.957520
	Iteration 43F: 3 clusters Score -5712536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -1901417.750000 Penalty: 1562.557617
	Iteration 0F: 2 clusters Score -1901418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1890955.125000 Penalty: 3125.115234
	Iteration 0F: 3 clusters Score -1890955 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1894593.125000 Penalty: 3125.115234
	Iteration 1F: 3 clusters Score -1894593 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1894906.375000 Penalty: 3125.115234
	Iteration 2F: 3 clusters Score -1894906 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1895217.000000 Penalty: 3125.115234
	Iteration 3Q: 3 clusters Score -1895217 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1895556.375000 Penalty: 3125.115234
	Iteration 4Q: 3 clusters Score -1895556 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1895933.750000 Penalty: 3125.115234
	Iteration 5Q: 3 clusters Score -1895934 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1896328.500000 Penalty: 3125.115234
	Iteration 6Q: 3 clusters Score -1896328 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1896831.750000 Penalty: 3125.115234
	Iteration 7F: 3 clusters Score -1896832 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1897502.125000 Penalty: 3125.115234
	Iteration 8F: 3 clusters Score -1897502 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1898205.500000 Penalty: 3125.115234
	Iteration 9F: 3 clusters Score -1898206 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1898792.000000 Penalty: 3125.115234
	Iteration 10Q: 3 clusters Score -1898792 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1899180.750000 Penalty: 3125.115234
	Iteration 11Q: 3 clusters Score -1899181 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1899451.000000 Penalty: 3125.115234
	Iteration 12Q: 3 clusters Score -1899451 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1899699.125000 Penalty: 3125.115234
	Iteration 13Q: 3 clusters Score -1899699 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1899921.500000 Penalty: 3125.115234
	Iteration 14Q: 3 clusters Score -1899922 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1900070.000000 Penalty: 3125.115234
	Iteration 15Q: 3 clusters Score -1900070 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1900184.000000 Penalty: 3125.115234
	Iteration 16Q: 3 clusters Score -1900184 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1900265.875000 Penalty: 3125.115234
	Iteration 17Q: 3 clusters Score -1900266 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1900312.625000 Penalty: 3125.115234
	Iteration 18Q: 3 clusters Score -1900313 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1900360.500000 Penalty: 3125.115234
	Iteration 19Q: 3 clusters Score -1900360 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1900402.750000 Penalty: 3125.115234
	Iteration 20F: 3 clusters Score -1900403 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1900436.000000 Penalty: 3125.115234
	Iteration 21Q: 3 clusters Score -1900436 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1900465.000000 Penalty: 3125.115234
	Iteration 22Q: 3 clusters Score -1900465 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1900495.250000 Penalty: 3125.115234
	Iteration 23Q: 3 clusters Score -1900495 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1900512.875000 Penalty: 3125.115234
	Iteration 24Q: 3 clusters Score -1900513 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1900525.125000 Penalty: 3125.115234
	Iteration 25Q: 3 clusters Score -1900525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1900541.250000 Penalty: 3125.115234
	Iteration 26Q: 3 clusters Score -1900541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1900550.000000 Penalty: 3125.115234
	Iteration 27Q: 3 clusters Score -1900550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1900559.875000 Penalty: 3125.115234
	Iteration 28Q: 3 clusters Score -1900560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1900563.750000 Penalty: 3125.115234
	Iteration 29Q: 3 clusters Score -1900564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1900572.500000 Penalty: 3125.115234
	Iteration 30Q: 3 clusters Score -1900572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1900573.000000 Penalty: 3125.115234
	Iteration 31Q: 3 clusters Score -1900573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1900575.750000 Penalty: 3125.115234
	Iteration 32Q: 3 clusters Score -1900576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1900581.500000 Penalty: 3125.115234
	Iteration 33Q: 3 clusters Score -1900582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1900586.750000 Penalty: 3125.115234
	Iteration 34Q: 3 clusters Score -1900587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1900589.375000 Penalty: 3125.115234
	Iteration 35Q: 3 clusters Score -1900589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1900595.875000 Penalty: 3125.115234
	Iteration 36Q: 3 clusters Score -1900596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1900594.750000 Penalty: 3125.115234
	Iteration 37Q: 3 clusters Score -1900595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1900598.875000 Penalty: 3125.115234
	Iteration 38Q: 3 clusters Score -1900599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1900598.875000 Penalty: 3125.115234
	Iteration 39Q: 3 clusters Score -1900599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1900596.750000 Penalty: 3125.115234
	Iteration 40F: 3 clusters Score -1900597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1900600.125000 Penalty: 3125.115234
	Iteration 41Q: 3 clusters Score -1900600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1900597.625000 Penalty: 3125.115234
	Iteration 42Q: 3 clusters Score -1900598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1900597.125000 Penalty: 3125.115234
	Iteration 43Q: 3 clusters Score -1900597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1900596.875000 Penalty: 3125.115234
	Iteration 44Q: 3 clusters Score -1900597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1900603.125000 Penalty: 3125.115234
	Iteration 45Q: 3 clusters Score -1900603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1900600.875000 Penalty: 3125.115234
	Iteration 46Q: 3 clusters Score -1900601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1900598.375000 Penalty: 3125.115234
	Iteration 47Q: 3 clusters Score -1900598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1900601.250000 Penalty: 3125.115234
	Iteration 48Q: 3 clusters Score -1900601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1900600.875000 Penalty: 3125.115234
	Iteration 49Q: 3 clusters Score -1900601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1900604.125000 Penalty: 3125.115234
	Iteration 50Q: 3 clusters Score -1900604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1900598.375000 Penalty: 3125.115234
	Iteration 51Q: 3 clusters Score -1900598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1900598.750000 Penalty: 3125.115234
	Iteration 52Q: 3 clusters Score -1900599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1900600.625000 Penalty: 3125.115234
	Iteration 53Q: 3 clusters Score -1900601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1900603.000000 Penalty: 3125.115234
	Iteration 54Q: 3 clusters Score -1900603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1900600.125000 Penalty: 3125.115234
	Iteration 55Q: 3 clusters Score -1900600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1900605.500000 Penalty: 3125.115234
	Iteration 56Q: 3 clusters Score -1900606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1900604.500000 Penalty: 3125.115234
	Iteration 57Q: 3 clusters Score -1900604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1900602.875000 Penalty: 3125.115234
	Iteration 58Q: 3 clusters Score -1900603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1900605.625000 Penalty: 3125.115234
	Iteration 59Q: 3 clusters Score -1900606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1900608.125000 Penalty: 3125.115234
	Iteration 60F: 3 clusters Score -1900608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1900607.875000 Penalty: 3125.115234
	Iteration 61Q: 3 clusters Score -1900608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1900608.500000 Penalty: 3125.115234
	Iteration 62Q: 3 clusters Score -1900608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1900608.500000 Penalty: 3125.115234
	Iteration 63F: 3 clusters Score -1900608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Entering Unmasked Estep 
Score: -4848557.500000 Penalty: 1714.598511
	Iteration 0F: 2 clusters Score -4848558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -4822805.000000 Penalty: 3429.197021
	Iteration 0F: 3 clusters Score -4822805 nChanged 17824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -4832823.000000 Penalty: 3429.197021
	Iteration 1F: 3 clusters Score -4832823 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -4833285.000000 Penalty: 3429.197021
	Iteration 2Q: 3 clusters Score -4833285 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -4833775.500000 Penalty: 3429.197021
	Iteration 3Q: 3 clusters Score -4833776 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4834458.000000 Penalty: 3429.197021
	Iteration 4Q: 3 clusters Score -4834458 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -4835332.000000 Penalty: 3429.197021
	Iteration 5Q: 3 clusters Score -4835332 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -4836467.000000 Penalty: 3429.197021
	Iteration 6F: 3 clusters Score -4836467 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -4837932.000000 Penalty: 3429.197021
	Iteration 7F: 3 clusters Score -4837932 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -4839680.500000 Penalty: 3429.197021
	Iteration 8F: 3 clusters Score -4839680 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -4841421.000000 Penalty: 3429.197021
	Iteration 9F: 3 clusters Score -4841421 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -4843068.000000 Penalty: 3429.197021
	Iteration 10F: 3 clusters Score -4843068 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -4844558.000000 Penalty: 3429.197021
	Iteration 11Q: 3 clusters Score -4844558 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4845706.000000 Penalty: 3429.197021
	Iteration 12Q: 3 clusters Score -4845706 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4846369.500000 Penalty: 3429.197021
	Iteration 13Q: 3 clusters Score -4846370 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4846737.500000 Penalty: 3429.197021
	Iteration 14Q: 3 clusters Score -4846738 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4846940.000000 Penalty: 3429.197021
	Iteration 15Q: 3 clusters Score -4846940 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4847076.000000 Penalty: 3429.197021
	Iteration 16Q: 3 clusters Score -4847076 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4847199.000000 Penalty: 3429.197021
	Iteration 17Q: 3 clusters Score -4847199 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4847263.000000 Penalty: 3429.197021
	Iteration 18Q: 3 clusters Score -4847263 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4847324.000000 Penalty: 3429.197021
	Iteration 19Q: 3 clusters Score -4847324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4847356.500000 Penalty: 3429.197021
	Iteration 20F: 3 clusters Score -4847356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4847389.500000 Penalty: 3429.197021
	Iteration 21Q: 3 clusters Score -4847390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4847392.000000 Penalty: 3429.197021
	Iteration 22Q: 3 clusters Score -4847392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4847401.500000 Penalty: 3429.197021
	Iteration 23Q: 3 clusters Score -4847402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4847398.000000 Penalty: 3429.197021
	Iteration 24Q: 3 clusters Score -4847398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4847405.500000 Penalty: 3429.197021
	Iteration 25Q: 3 clusters Score -4847406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4847419.500000 Penalty: 3429.197021
	Iteration 26Q: 3 clusters Score -4847420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4847425.500000 Penalty: 3429.197021
	Iteration 27Q: 3 clusters Score -4847426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4847438.000000 Penalty: 3429.197021
	Iteration 28Q: 3 clusters Score -4847438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4847440.000000 Penalty: 3429.197021
	Iteration 29Q: 3 clusters Score -4847440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4847439.500000 Penalty: 3429.197021
	Iteration 30Q: 3 clusters Score -4847440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4847444.000000 Penalty: 3429.197021
	Iteration 31Q: 3 clusters Score -4847444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4847437.500000 Penalty: 3429.197021
	Iteration 32Q: 3 clusters Score -4847438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4847438.000000 Penalty: 3429.197021
	Iteration 33Q: 3 clusters Score -4847438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4847443.000000 Penalty: 3429.197021
	Iteration 34Q: 3 clusters Score -4847443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4847446.500000 Penalty: 3429.197021
	Iteration 35Q: 3 clusters Score -4847446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4847445.000000 Penalty: 3429.197021
	Iteration 36Q: 3 clusters Score -4847445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4847447.000000 Penalty: 3429.197021
	Iteration 37Q: 3 clusters Score -4847447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4847455.000000 Penalty: 3429.197021
	Iteration 38Q: 3 clusters Score -4847455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4847455.000000 Penalty: 3429.197021
	Iteration 39Q: 3 clusters Score -4847455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4847455.500000 Penalty: 3429.197021
	Iteration 40F: 3 clusters Score -4847456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4847448.500000 Penalty: 3429.197021
	Iteration 41Q: 3 clusters Score -4847448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4847450.500000 Penalty: 3429.197021
	Iteration 42Q: 3 clusters Score -4847450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4847450.500000 Penalty: 3429.197021
	Iteration 43F: 3 clusters Score -4847450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (100246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100246 members 
Entering Unmasked Estep 
Score: -12437148.000000 Penalty: 1871.249756
	Iteration 0F: 2 clusters Score -1.243715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -12380275.000000 Penalty: 3742.499512
	Iteration 0F: 3 clusters Score -1.238028e+07 nChanged 48052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -12409051.000000 Penalty: 3742.499512
	Iteration 1F: 3 clusters Score -1.240905e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -12410488.000000 Penalty: 3742.499512
	Iteration 2Q: 3 clusters Score -1.241049e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 59595 members 
Entering Unmasked Estep 
Score: -12412299.000000 Penalty: 3742.499512
	Iteration 3F: 3 clusters Score -1.24123e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
Score: -12414699.000000 Penalty: 3742.499512
	Iteration 4F: 3 clusters Score -1.24147e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -12417470.000000 Penalty: 3742.499512
	Iteration 5F: 3 clusters Score -1.241747e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
Score: -12420309.000000 Penalty: 3742.499512
	Iteration 6F: 3 clusters Score -1.242031e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -12423131.000000 Penalty: 3742.499512
	Iteration 7F: 3 clusters Score -1.242313e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -12425587.000000 Penalty: 3742.499512
	Iteration 8Q: 3 clusters Score -1.242559e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 81085 members 
Entering Unmasked Estep 
Score: -12427772.000000 Penalty: 3742.499512
	Iteration 9Q: 3 clusters Score -1.242777e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 81413 members 
Entering Unmasked Estep 
Score: -12428986.000000 Penalty: 3742.499512
	Iteration 10Q: 3 clusters Score -1.242899e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 81441 members 
Entering Unmasked Estep 
Score: -12429411.000000 Penalty: 3742.499512
	Iteration 11Q: 3 clusters Score -1.242941e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 81425 members 
Entering Unmasked Estep 
Score: -12429595.000000 Penalty: 3742.499512
	Iteration 12Q: 3 clusters Score -1.24296e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -12429609.000000 Penalty: 3742.499512
	Iteration 13Q: 3 clusters Score -1.242961e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -12429589.000000 Penalty: 3742.499512
	Iteration 14Q: 3 clusters Score -1.242959e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 81187 members 
Entering Unmasked Estep 
Score: -12429630.000000 Penalty: 3742.499512
	Iteration 15Q: 3 clusters Score -1.242963e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 81027 members 
Entering Unmasked Estep 
Score: -12429624.000000 Penalty: 3742.499512
	Iteration 16Q: 3 clusters Score -1.242962e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 80822 members 
Entering Unmasked Estep 
Score: -12429616.000000 Penalty: 3742.499512
	Iteration 17Q: 3 clusters Score -1.242962e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 80603 members 
Entering Unmasked Estep 
Score: -12429565.000000 Penalty: 3742.499512
	Iteration 18Q: 3 clusters Score -1.242956e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -12429585.000000 Penalty: 3742.499512
	Iteration 19Q: 3 clusters Score -1.242958e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -12429575.000000 Penalty: 3742.499512
	Iteration 20F: 3 clusters Score -1.242958e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 79724 members 
Entering Unmasked Estep 
Score: -12429542.000000 Penalty: 3742.499512
	Iteration 21Q: 3 clusters Score -1.242954e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 79420 members 
Entering Unmasked Estep 
Score: -12429608.000000 Penalty: 3742.499512
	Iteration 22Q: 3 clusters Score -1.242961e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 79093 members 
Entering Unmasked Estep 
Score: -12429528.000000 Penalty: 3742.499512
	Iteration 23Q: 3 clusters Score -1.242953e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -12429490.000000 Penalty: 3742.499512
	Iteration 24Q: 3 clusters Score -1.242949e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -12429485.000000 Penalty: 3742.499512
	Iteration 25Q: 3 clusters Score -1.242948e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -12429522.000000 Penalty: 3742.499512
	Iteration 26Q: 3 clusters Score -1.242952e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -12429541.000000 Penalty: 3742.499512
	Iteration 27Q: 3 clusters Score -1.242954e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -12429517.000000 Penalty: 3742.499512
	Iteration 28Q: 3 clusters Score -1.242952e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -12429594.000000 Penalty: 3742.499512
	Iteration 29Q: 3 clusters Score -1.242959e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -12429681.000000 Penalty: 3742.499512
	Iteration 30Q: 3 clusters Score -1.242968e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -12429700.000000 Penalty: 3742.499512
	Iteration 31Q: 3 clusters Score -1.24297e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -12429741.000000 Penalty: 3742.499512
	Iteration 32Q: 3 clusters Score -1.242974e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 74605 members 
Entering Unmasked Estep 
Score: -12429781.000000 Penalty: 3742.499512
	Iteration 33Q: 3 clusters Score -1.242978e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 74041 members 
Entering Unmasked Estep 
Score: -12429926.000000 Penalty: 3742.499512
	Iteration 34Q: 3 clusters Score -1.242993e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
Score: -12430058.000000 Penalty: 3742.499512
	Iteration 35Q: 3 clusters Score -1.243006e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 72959 members 
Entering Unmasked Estep 
Score: -12430220.000000 Penalty: 3742.499512
	Iteration 36Q: 3 clusters Score -1.243022e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 72389 members 
Entering Unmasked Estep 
Score: -12430397.000000 Penalty: 3742.499512
	Iteration 37Q: 3 clusters Score -1.24304e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -12430577.000000 Penalty: 3742.499512
	Iteration 38Q: 3 clusters Score -1.243058e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -12430845.000000 Penalty: 3742.499512
	Iteration 39Q: 3 clusters Score -1.243084e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -12431113.000000 Penalty: 3742.499512
	Iteration 40F: 3 clusters Score -1.243111e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -12431471.000000 Penalty: 3742.499512
	Iteration 41Q: 3 clusters Score -1.243147e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -12431713.000000 Penalty: 3742.499512
	Iteration 42Q: 3 clusters Score -1.243171e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -12432168.000000 Penalty: 3742.499512
	Iteration 43Q: 3 clusters Score -1.243217e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -12432617.000000 Penalty: 3742.499512
	Iteration 44Q: 3 clusters Score -1.243262e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -12433166.000000 Penalty: 3742.499512
	Iteration 45Q: 3 clusters Score -1.243317e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -12433850.000000 Penalty: 3742.499512
	Iteration 46Q: 3 clusters Score -1.243385e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -12434687.000000 Penalty: 3742.499512
	Iteration 47Q: 3 clusters Score -1.243469e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -12435645.000000 Penalty: 3742.499512
	Iteration 48Q: 3 clusters Score -1.243564e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -12436688.000000 Penalty: 3742.499512
	Iteration 49Q: 3 clusters Score -1.243669e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 66743 members 
Entering Unmasked Estep 
Score: -12437924.000000 Penalty: 3742.499512
	Iteration 50Q: 3 clusters Score -1.243792e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -12439083.000000 Penalty: 3742.499512
	Iteration 51Q: 3 clusters Score -1.243908e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
Score: -12440125.000000 Penalty: 3742.499512
	Iteration 52Q: 3 clusters Score -1.244012e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -12441001.000000 Penalty: 3742.499512
	Iteration 53Q: 3 clusters Score -1.2441e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -12441579.000000 Penalty: 3742.499512
	Iteration 54Q: 3 clusters Score -1.244158e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
Score: -12441897.000000 Penalty: 3742.499512
	Iteration 55Q: 3 clusters Score -1.24419e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -12442063.000000 Penalty: 3742.499512
	Iteration 56Q: 3 clusters Score -1.244206e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -12442167.000000 Penalty: 3742.499512
	Iteration 57Q: 3 clusters Score -1.244217e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -12442244.000000 Penalty: 3742.499512
	Iteration 58Q: 3 clusters Score -1.244224e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -12442262.000000 Penalty: 3742.499512
	Iteration 59Q: 3 clusters Score -1.244226e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 67646 members 
Entering Unmasked Estep 
Score: -12442471.000000 Penalty: 3742.499512
	Iteration 60F: 3 clusters Score -1.244247e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 67522 members 
Entering Unmasked Estep 
Score: -12442649.000000 Penalty: 3742.499512
	Iteration 61Q: 3 clusters Score -1.244265e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -12442726.000000 Penalty: 3742.499512
	Iteration 62Q: 3 clusters Score -1.244273e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -12442782.000000 Penalty: 3742.499512
	Iteration 63Q: 3 clusters Score -1.244278e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 67350 members 
Entering Unmasked Estep 
Score: -12442847.000000 Penalty: 3742.499512
	Iteration 64Q: 3 clusters Score -1.244285e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -12442862.000000 Penalty: 3742.499512
	Iteration 65Q: 3 clusters Score -1.244286e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -12442904.000000 Penalty: 3742.499512
	Iteration 66Q: 3 clusters Score -1.24429e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -12442944.000000 Penalty: 3742.499512
	Iteration 67Q: 3 clusters Score -1.244294e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -12442954.000000 Penalty: 3742.499512
	Iteration 68Q: 3 clusters Score -1.244295e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 67234 members 
Entering Unmasked Estep 
Score: -12442920.000000 Penalty: 3742.499512
	Iteration 69Q: 3 clusters Score -1.244292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 67229 members 
Entering Unmasked Estep 
Score: -12442929.000000 Penalty: 3742.499512
	Iteration 70Q: 3 clusters Score -1.244293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -12442926.000000 Penalty: 3742.499512
	Iteration 71Q: 3 clusters Score -1.244293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -12442937.000000 Penalty: 3742.499512
	Iteration 72Q: 3 clusters Score -1.244294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -12442928.000000 Penalty: 3742.499512
	Iteration 73Q: 3 clusters Score -1.244293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -12442943.000000 Penalty: 3742.499512
	Iteration 74Q: 3 clusters Score -1.244294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -12442934.000000 Penalty: 3742.499512
	Iteration 75Q: 3 clusters Score -1.244293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -12442928.000000 Penalty: 3742.499512
	Iteration 76Q: 3 clusters Score -1.244293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -12442927.000000 Penalty: 3742.499512
	Iteration 77Q: 3 clusters Score -1.244293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -12442924.000000 Penalty: 3742.499512
	Iteration 78Q: 3 clusters Score -1.244292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 67211 members 
Entering Unmasked Estep 
Score: -12442915.000000 Penalty: 3742.499512
	Iteration 79Q: 3 clusters Score -1.244292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -12442928.000000 Penalty: 3742.499512
	Iteration 80F: 3 clusters Score -1.244293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -12442932.000000 Penalty: 3742.499512
	Iteration 81Q: 3 clusters Score -1.244293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -12442946.000000 Penalty: 3742.499512
	Iteration 82Q: 3 clusters Score -1.244295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -12442946.000000 Penalty: 3742.499512
	Iteration 83Q: 3 clusters Score -1.244295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -12442942.000000 Penalty: 3742.499512
	Iteration 84Q: 3 clusters Score -1.244294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -12442945.000000 Penalty: 3742.499512
	Iteration 85Q: 3 clusters Score -1.244294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 67198 members 
Entering Unmasked Estep 
Score: -12442943.000000 Penalty: 3742.499512
	Iteration 86Q: 3 clusters Score -1.244294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -12442943.000000 Penalty: 3742.499512
	Iteration 87Q: 3 clusters Score -1.244294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -12442950.000000 Penalty: 3742.499512
	Iteration 88Q: 3 clusters Score -1.244295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -12442946.000000 Penalty: 3742.499512
	Iteration 89Q: 3 clusters Score -1.244295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -12442945.000000 Penalty: 3742.499512
	Iteration 90Q: 3 clusters Score -1.244294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -12442949.000000 Penalty: 3742.499512
	Iteration 91Q: 3 clusters Score -1.244295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -12442949.000000 Penalty: 3742.499512
	Iteration 92F: 3 clusters Score -1.244295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 42752 members 
Mstep: Class 6 contains 7094 members 
Mstep: Class 7 contains 18462 members 
Mstep: Class 8 contains 67193 members 
Mstep: Class 9 contains 194 members 
Mstep: Class 10 contains 23941 members 
Mstep: Class 12 contains 91564 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 45246 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 33053 members 
Mstep: Class 20 contains 89083 members 
Mstep: Class 21 contains 5757 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 16041 members 
Entering Unmasked Estep 
Score: -62606048.000000 Penalty: 47016.460938
Splitting cluster 19 changes total score from -62594676.000000 to -62606048.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 20 (89083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89083 members 
Entering Unmasked Estep 
Score: -10990927.000000 Penalty: 1852.065063
	Iteration 0F: 2 clusters Score -1.099093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -10938424.000000 Penalty: 3704.130127
	Iteration 0F: 3 clusters Score -1.093842e+07 nChanged 42551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -10962916.000000 Penalty: 3704.130127
	Iteration 1F: 3 clusters Score -1.096292e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -10964071.000000 Penalty: 3704.130127
	Iteration 2Q: 3 clusters Score -1.096407e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -10965634.000000 Penalty: 3704.130127
	Iteration 3Q: 3 clusters Score -1.096563e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -10967773.000000 Penalty: 3704.130127
	Iteration 4F: 3 clusters Score -1.096777e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -10970969.000000 Penalty: 3704.130127
	Iteration 5F: 3 clusters Score -1.097097e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -10975395.000000 Penalty: 3704.130127
	Iteration 6F: 3 clusters Score -1.09754e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -10980302.000000 Penalty: 3704.130127
	Iteration 7F: 3 clusters Score -1.09803e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -10984467.000000 Penalty: 3704.130127
	Iteration 8F: 3 clusters Score -1.098447e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -10987254.000000 Penalty: 3704.130127
	Iteration 9Q: 3 clusters Score -1.098725e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82722 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -10988849.000000 Penalty: 3704.130127
	Iteration 10Q: 3 clusters Score -1.098885e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -10989583.000000 Penalty: 3704.130127
	Iteration 11Q: 3 clusters Score -1.098958e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -10990191.000000 Penalty: 3704.130127
	Iteration 12Q: 3 clusters Score -1.099019e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85399 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -10990571.000000 Penalty: 3704.130127
	Iteration 13Q: 3 clusters Score -1.099057e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -10990807.000000 Penalty: 3704.130127
	Iteration 14Q: 3 clusters Score -1.099081e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86088 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -10990901.000000 Penalty: 3704.130127
	Iteration 15Q: 3 clusters Score -1.09909e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -10990976.000000 Penalty: 3704.130127
	Iteration 16Q: 3 clusters Score -1.099098e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -10991004.000000 Penalty: 3704.130127
	Iteration 17Q: 3 clusters Score -1.0991e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -10991053.000000 Penalty: 3704.130127
	Iteration 18Q: 3 clusters Score -1.099105e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -10991102.000000 Penalty: 3704.130127
	Iteration 19Q: 3 clusters Score -1.09911e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -10991135.000000 Penalty: 3704.130127
	Iteration 20F: 3 clusters Score -1.099114e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86770 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -10991149.000000 Penalty: 3704.130127
	Iteration 21Q: 3 clusters Score -1.099115e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86816 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -10991158.000000 Penalty: 3704.130127
	Iteration 22Q: 3 clusters Score -1.099116e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86845 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -10991170.000000 Penalty: 3704.130127
	Iteration 23Q: 3 clusters Score -1.099117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -10991153.000000 Penalty: 3704.130127
	Iteration 24Q: 3 clusters Score -1.099115e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86895 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -10991160.000000 Penalty: 3704.130127
	Iteration 25Q: 3 clusters Score -1.099116e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86919 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -10991154.000000 Penalty: 3704.130127
	Iteration 26Q: 3 clusters Score -1.099115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -10991148.000000 Penalty: 3704.130127
	Iteration 27Q: 3 clusters Score -1.099115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -10991157.000000 Penalty: 3704.130127
	Iteration 28Q: 3 clusters Score -1.099116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -10991163.000000 Penalty: 3704.130127
	Iteration 29Q: 3 clusters Score -1.099116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -10991162.000000 Penalty: 3704.130127
	Iteration 30Q: 3 clusters Score -1.099116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86993 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -10991159.000000 Penalty: 3704.130127
	Iteration 31Q: 3 clusters Score -1.099116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -10991161.000000 Penalty: 3704.130127
	Iteration 32Q: 3 clusters Score -1.099116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87013 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -10991168.000000 Penalty: 3704.130127
	Iteration 33Q: 3 clusters Score -1.099117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87023 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -10991165.000000 Penalty: 3704.130127
	Iteration 34Q: 3 clusters Score -1.099116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87028 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10991163.000000 Penalty: 3704.130127
	Iteration 35Q: 3 clusters Score -1.099116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87032 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -10991163.000000 Penalty: 3704.130127
	Iteration 36Q: 3 clusters Score -1.099116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -10991160.000000 Penalty: 3704.130127
	Iteration 37Q: 3 clusters Score -1.099116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -10991164.000000 Penalty: 3704.130127
	Iteration 38Q: 3 clusters Score -1.099116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -10991172.000000 Penalty: 3704.130127
	Iteration 39Q: 3 clusters Score -1.099117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -10991164.000000 Penalty: 3704.130127
	Iteration 40F: 3 clusters Score -1.099116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -10991165.000000 Penalty: 3704.130127
	Iteration 41Q: 3 clusters Score -1.099116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -10991159.000000 Penalty: 3704.130127
	Iteration 42Q: 3 clusters Score -1.099116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -10991156.000000 Penalty: 3704.130127
	Iteration 43Q: 3 clusters Score -1.099116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -10991150.000000 Penalty: 3704.130127
	Iteration 44Q: 3 clusters Score -1.099115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -10991151.000000 Penalty: 3704.130127
	Iteration 45Q: 3 clusters Score -1.099115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87057 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -10991153.000000 Penalty: 3704.130127
	Iteration 46Q: 3 clusters Score -1.099115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87058 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10991153.000000 Penalty: 3704.130127
	Iteration 47Q: 3 clusters Score -1.099115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87058 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10991153.000000 Penalty: 3704.130127
	Iteration 48F: 3 clusters Score -1.099115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 42752 members 
Mstep: Class 6 contains 7094 members 
Mstep: Class 7 contains 18462 members 
Mstep: Class 8 contains 67193 members 
Mstep: Class 9 contains 194 members 
Mstep: Class 10 contains 23941 members 
Mstep: Class 11 contains 2025 members 
Mstep: Class 12 contains 91564 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 45246 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 33053 members 
Mstep: Class 20 contains 87058 members 
Mstep: Class 21 contains 5757 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 16041 members 
Entering Unmasked Estep 
Score: -62605924.000000 Penalty: 49153.574219
Splitting cluster 20 changes total score from -62594676.000000 to -62605924.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 21 (5757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Entering Unmasked Estep 
Score: -705029.000000 Penalty: 1406.952881
	Iteration 0F: 2 clusters Score -705029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -700576.562500 Penalty: 2813.905762
	Iteration 0F: 3 clusters Score -700576.6 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -702235.875000 Penalty: 2813.905762
	Iteration 1F: 3 clusters Score -702235.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -702689.562500 Penalty: 2813.905762
	Iteration 2F: 3 clusters Score -702689.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -703165.875000 Penalty: 2813.905762
	Iteration 3F: 3 clusters Score -703165.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -703725.500000 Penalty: 2813.905762
	Iteration 4F: 3 clusters Score -703725.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -704304.437500 Penalty: 2813.905762
	Iteration 5F: 3 clusters Score -704304.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -704861.125000 Penalty: 2813.905762
	Iteration 6F: 3 clusters Score -704861.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -705316.500000 Penalty: 2813.905762
	Iteration 7F: 3 clusters Score -705316.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -705670.000000 Penalty: 2813.905762
	Iteration 8Q: 3 clusters Score -705670 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -705969.687500 Penalty: 2813.905762
	Iteration 9Q: 3 clusters Score -705969.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -706169.437500 Penalty: 2813.905762
	Iteration 10Q: 3 clusters Score -706169.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -706296.625000 Penalty: 2813.905762
	Iteration 11Q: 3 clusters Score -706296.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -706371.000000 Penalty: 2813.905762
	Iteration 12Q: 3 clusters Score -706371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -706402.312500 Penalty: 2813.905762
	Iteration 13Q: 3 clusters Score -706402.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -706417.312500 Penalty: 2813.905762
	Iteration 14Q: 3 clusters Score -706417.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -706442.937500 Penalty: 2813.905762
	Iteration 15Q: 3 clusters Score -706442.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -706466.875000 Penalty: 2813.905762
	Iteration 16Q: 3 clusters Score -706466.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -706490.812500 Penalty: 2813.905762
	Iteration 17Q: 3 clusters Score -706490.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -706511.625000 Penalty: 2813.905762
	Iteration 18Q: 3 clusters Score -706511.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -706526.937500 Penalty: 2813.905762
	Iteration 19Q: 3 clusters Score -706526.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -706529.625000 Penalty: 2813.905762
	Iteration 20F: 3 clusters Score -706529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -706530.312500 Penalty: 2813.905762
	Iteration 21Q: 3 clusters Score -706530.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -706529.562500 Penalty: 2813.905762
	Iteration 22Q: 3 clusters Score -706529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -706531.250000 Penalty: 2813.905762
	Iteration 23Q: 3 clusters Score -706531.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -706531.250000 Penalty: 2813.905762
	Iteration 24F: 3 clusters Score -706531.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 42752 members 
Mstep: Class 6 contains 7094 members 
Mstep: Class 7 contains 18462 members 
Mstep: Class 8 contains 67193 members 
Mstep: Class 9 contains 194 members 
Mstep: Class 10 contains 23941 members 
Mstep: Class 11 contains 2025 members 
Mstep: Class 12 contains 91564 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 45246 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 33053 members 
Mstep: Class 20 contains 87058 members 
Mstep: Class 21 contains 4021 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 16041 members 
Mstep: Class 24 contains 1736 members 
Entering Unmasked Estep 
Score: -62606608.000000 Penalty: 51290.683594
Splitting cluster 21 changes total score from -62594676.000000 to -62606608.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -333169.406250 Penalty: 1289.183716
	Iteration 0F: 2 clusters Score -333169.4 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 1369 members 
Entering Unmasked Estep 
Score: -330568.125000 Penalty: 2578.367432
	Iteration 0F: 3 clusters Score -330568.1 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -331147.781250 Penalty: 2578.367432
	Iteration 1F: 3 clusters Score -331147.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -331246.312500 Penalty: 2578.367432
	Iteration 2F: 3 clusters Score -331246.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -331319.468750 Penalty: 2578.367432
	Iteration 3Q: 3 clusters Score -331319.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -331368.093750 Penalty: 2578.367432
	Iteration 4Q: 3 clusters Score -331368.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -331412.687500 Penalty: 2578.367432
	Iteration 5Q: 3 clusters Score -331412.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -331445.437500 Penalty: 2578.367432
	Iteration 6Q: 3 clusters Score -331445.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -331469.187500 Penalty: 2578.367432
	Iteration 7Q: 3 clusters Score -331469.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -331481.593750 Penalty: 2578.367432
	Iteration 8Q: 3 clusters Score -331481.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -331490.750000 Penalty: 2578.367432
	Iteration 9Q: 3 clusters Score -331490.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -331500.437500 Penalty: 2578.367432
	Iteration 10Q: 3 clusters Score -331500.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -331512.156250 Penalty: 2578.367432
	Iteration 11Q: 3 clusters Score -331512.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -331525.656250 Penalty: 2578.367432
	Iteration 12Q: 3 clusters Score -331525.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -331543.750000 Penalty: 2578.367432
	Iteration 13Q: 3 clusters Score -331543.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -331553.187500 Penalty: 2578.367432
	Iteration 14Q: 3 clusters Score -331553.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -331567.500000 Penalty: 2578.367432
	Iteration 15Q: 3 clusters Score -331567.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -331578.250000 Penalty: 2578.367432
	Iteration 16Q: 3 clusters Score -331578.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -331583.625000 Penalty: 2578.367432
	Iteration 17Q: 3 clusters Score -331583.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -331586.750000 Penalty: 2578.367432
	Iteration 18Q: 3 clusters Score -331586.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -331590.156250 Penalty: 2578.367432
	Iteration 19Q: 3 clusters Score -331590.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -331592.812500 Penalty: 2578.367432
	Iteration 20F: 3 clusters Score -331592.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -331597.375000 Penalty: 2578.367432
	Iteration 21Q: 3 clusters Score -331597.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -331600.218750 Penalty: 2578.367432
	Iteration 22Q: 3 clusters Score -331600.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -331603.375000 Penalty: 2578.367432
	Iteration 23Q: 3 clusters Score -331603.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -331604.718750 Penalty: 2578.367432
	Iteration 24Q: 3 clusters Score -331604.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -331606.156250 Penalty: 2578.367432
	Iteration 25Q: 3 clusters Score -331606.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -331607.593750 Penalty: 2578.367432
	Iteration 26Q: 3 clusters Score -331607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -331607.593750 Penalty: 2578.367432
	Iteration 27F: 3 clusters Score -331607.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Entering Unmasked Estep 
Score: -2017374.500000 Penalty: 1573.471802
	Iteration 0F: 2 clusters Score -2017374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2006322.750000 Penalty: 3146.943604
	Iteration 0F: 3 clusters Score -2006323 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2010277.375000 Penalty: 3146.943604
	Iteration 1F: 3 clusters Score -2010277 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2010639.875000 Penalty: 3146.943604
	Iteration 2F: 3 clusters Score -2010640 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2011060.750000 Penalty: 3146.943604
	Iteration 3F: 3 clusters Score -2011061 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2011602.875000 Penalty: 3146.943604
	Iteration 4F: 3 clusters Score -2011603 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2012376.000000 Penalty: 3146.943604
	Iteration 5F: 3 clusters Score -2012376 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2013307.250000 Penalty: 3146.943604
	Iteration 6F: 3 clusters Score -2013307 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2014313.875000 Penalty: 3146.943604
	Iteration 7F: 3 clusters Score -2014314 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2015135.750000 Penalty: 3146.943604
	Iteration 8F: 3 clusters Score -2015136 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2015623.500000 Penalty: 3146.943604
	Iteration 9Q: 3 clusters Score -2015624 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2015819.125000 Penalty: 3146.943604
	Iteration 10Q: 3 clusters Score -2015819 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2015918.250000 Penalty: 3146.943604
	Iteration 11Q: 3 clusters Score -2015918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2015970.625000 Penalty: 3146.943604
	Iteration 12Q: 3 clusters Score -2015971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2016004.875000 Penalty: 3146.943604
	Iteration 13Q: 3 clusters Score -2016005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2016025.375000 Penalty: 3146.943604
	Iteration 14Q: 3 clusters Score -2016025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2016051.000000 Penalty: 3146.943604
	Iteration 15Q: 3 clusters Score -2016051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2016071.250000 Penalty: 3146.943604
	Iteration 16Q: 3 clusters Score -2016071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2016094.250000 Penalty: 3146.943604
	Iteration 17Q: 3 clusters Score -2016094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2016095.125000 Penalty: 3146.943604
	Iteration 18Q: 3 clusters Score -2016095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2016097.500000 Penalty: 3146.943604
	Iteration 19Q: 3 clusters Score -2016098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2016101.125000 Penalty: 3146.943604
	Iteration 20F: 3 clusters Score -2016101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2016101.750000 Penalty: 3146.943604
	Iteration 21Q: 3 clusters Score -2016102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2016103.375000 Penalty: 3146.943604
	Iteration 22Q: 3 clusters Score -2016103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2016104.250000 Penalty: 3146.943604
	Iteration 23Q: 3 clusters Score -2016104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2016105.125000 Penalty: 3146.943604
	Iteration 24Q: 3 clusters Score -2016105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2016107.375000 Penalty: 3146.943604
	Iteration 25Q: 3 clusters Score -2016107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2016107.375000 Penalty: 3146.943604
	Iteration 26F: 3 clusters Score -2016107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 7 contains 18462 members 
Mstep: Class 9 contains 194 members 
Mstep: Class 10 contains 23941 members 
Mstep: Class 12 contains 91564 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 45246 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 33053 members 
Mstep: Class 20 contains 87058 members 
Mstep: Class 21 contains 4021 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 16041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62612384.000000 Penalty: 51290.683594
Iteration 39Q: 25 clusters Score -6.261238e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 2131 members 
Mstep: Class 4 contains 1079 members 
Mstep: Class 5 contains 43040 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 18457 members 
Mstep: Class 8 contains 66581 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 23818 members 
Mstep: Class 11 contains 2069 members 
Mstep: Class 12 contains 90127 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 3274 members 
Mstep: Class 15 contains 6284 members 
Mstep: Class 16 contains 45244 members 
Mstep: Class 17 contains 15376 members 
Mstep: Class 18 contains 38490 members 
Mstep: Class 19 contains 34258 members 
Mstep: Class 20 contains 87413 members 
Mstep: Class 21 contains 4211 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 15941 members 
Mstep: Class 24 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62617156.000000 Penalty: 51290.683594
Iteration 40F: 25 clusters Score -6.261716e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4029 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 5 contains 44040 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 18234 members 
Mstep: Class 8 contains 67056 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 23716 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 88698 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 45223 members 
Mstep: Class 17 contains 15277 members 
Mstep: Class 18 contains 38479 members 
Mstep: Class 19 contains 34617 members 
Mstep: Class 20 contains 87785 members 
Mstep: Class 21 contains 4238 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 15853 members 
Mstep: Class 24 contains 1714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62619784.000000 Penalty: 51290.683594
Iteration 41Q: 25 clusters Score -6.261978e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3998 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 44784 members 
Mstep: Class 6 contains 6094 members 
Mstep: Class 7 contains 18094 members 
Mstep: Class 8 contains 67383 members 
Mstep: Class 9 contains 201 members 
Mstep: Class 10 contains 23717 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 87447 members 
Mstep: Class 13 contains 1057 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 45198 members 
Mstep: Class 17 contains 15241 members 
Mstep: Class 18 contains 38451 members 
Mstep: Class 19 contains 34892 members 
Mstep: Class 20 contains 88057 members 
Mstep: Class 21 contains 4262 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 15779 members 
Mstep: Class 24 contains 1716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62621068.000000 Penalty: 51290.683594
Iteration 42Q: 25 clusters Score -6.262107e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3989 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 45446 members 
Mstep: Class 6 contains 5893 members 
Mstep: Class 7 contains 18015 members 
Mstep: Class 8 contains 67666 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 23770 members 
Mstep: Class 11 contains 2119 members 
Mstep: Class 12 contains 86263 members 
Mstep: Class 13 contains 1065 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 6036 members 
Mstep: Class 16 contains 45175 members 
Mstep: Class 17 contains 15219 members 
Mstep: Class 18 contains 38394 members 
Mstep: Class 19 contains 35142 members 
Mstep: Class 20 contains 88312 members 
Mstep: Class 21 contains 4291 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 15708 members 
Mstep: Class 24 contains 1719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62622212.000000 Penalty: 51290.683594
Iteration 43Q: 25 clusters Score -6.262221e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3979 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 46040 members 
Mstep: Class 6 contains 5704 members 
Mstep: Class 7 contains 17968 members 
Mstep: Class 8 contains 67901 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 23847 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 85184 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5994 members 
Mstep: Class 16 contains 45159 members 
Mstep: Class 17 contains 15224 members 
Mstep: Class 18 contains 38326 members 
Mstep: Class 19 contains 35381 members 
Mstep: Class 20 contains 88501 members 
Mstep: Class 21 contains 4302 members 
Mstep: Class 22 contains 2702 members 
Mstep: Class 23 contains 15675 members 
Mstep: Class 24 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62623488.000000 Penalty: 51290.683594
Iteration 44Q: 25 clusters Score -6.262349e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3975 members 
Mstep: Class 3 contains 2214 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 46561 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 7 contains 17917 members 
Mstep: Class 8 contains 68094 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 23921 members 
Mstep: Class 11 contains 2136 members 
Mstep: Class 12 contains 84289 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 3247 members 
Mstep: Class 15 contains 5963 members 
Mstep: Class 16 contains 45149 members 
Mstep: Class 17 contains 15234 members 
Mstep: Class 18 contains 38267 members 
Mstep: Class 19 contains 35601 members 
Mstep: Class 20 contains 88597 members 
Mstep: Class 21 contains 4309 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 1721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62623924.000000 Penalty: 51290.683594
Iteration 45Q: 25 clusters Score -6.262392e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3973 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 47048 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 17874 members 
Mstep: Class 8 contains 68267 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 23961 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 83438 members 
Mstep: Class 13 contains 1082 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 5952 members 
Mstep: Class 16 contains 45146 members 
Mstep: Class 17 contains 15241 members 
Mstep: Class 18 contains 38212 members 
Mstep: Class 19 contains 35873 members 
Mstep: Class 20 contains 88640 members 
Mstep: Class 21 contains 4323 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 15634 members 
Mstep: Class 24 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62624456.000000 Penalty: 51290.683594
Iteration 46Q: 25 clusters Score -6.262446e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3974 members 
Mstep: Class 3 contains 2243 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 47514 members 
Mstep: Class 6 contains 5297 members 
Mstep: Class 7 contains 17852 members 
Mstep: Class 8 contains 68411 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 23973 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 82714 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 3251 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 45135 members 
Mstep: Class 17 contains 15231 members 
Mstep: Class 18 contains 38149 members 
Mstep: Class 19 contains 36153 members 
Mstep: Class 20 contains 88618 members 
Mstep: Class 21 contains 4332 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 15622 members 
Mstep: Class 24 contains 1721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62625024.000000 Penalty: 51290.683594
Iteration 47Q: 25 clusters Score -6.262502e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3973 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 47915 members 
Mstep: Class 6 contains 5232 members 
Mstep: Class 7 contains 17835 members 
Mstep: Class 8 contains 68539 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 23985 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 82099 members 
Mstep: Class 13 contains 1082 members 
Mstep: Class 14 contains 3248 members 
Mstep: Class 15 contains 5928 members 
Mstep: Class 16 contains 45136 members 
Mstep: Class 17 contains 15227 members 
Mstep: Class 18 contains 38090 members 
Mstep: Class 19 contains 36445 members 
Mstep: Class 20 contains 88523 members 
Mstep: Class 21 contains 4330 members 
Mstep: Class 22 contains 2703 members 
Mstep: Class 23 contains 15615 members 
Mstep: Class 24 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62625504.000000 Penalty: 51290.683594
Iteration 48Q: 25 clusters Score -6.26255e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 2109 members 
Mstep: Class 5 contains 48287 members 
Mstep: Class 6 contains 5186 members 
Mstep: Class 7 contains 17815 members 
Mstep: Class 8 contains 68675 members 
Mstep: Class 9 contains 196 members 
Mstep: Class 10 contains 23988 members 
Mstep: Class 11 contains 2167 members 
Mstep: Class 12 contains 81525 members 
Mstep: Class 13 contains 1079 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5920 members 
Mstep: Class 16 contains 45134 members 
Mstep: Class 17 contains 15220 members 
Mstep: Class 18 contains 38054 members 
Mstep: Class 19 contains 36701 members 
Mstep: Class 20 contains 88395 members 
Mstep: Class 21 contains 4328 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 15610 members 
Mstep: Class 24 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62625860.000000 Penalty: 51290.683594
Iteration 49Q: 25 clusters Score -6.262586e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 2282 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 48639 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 17798 members 
Mstep: Class 8 contains 68795 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 23983 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 12 contains 81013 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 5907 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 15221 members 
Mstep: Class 18 contains 38031 members 
Mstep: Class 19 contains 36941 members 
Mstep: Class 20 contains 88255 members 
Mstep: Class 21 contains 4322 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 15614 members 
Mstep: Class 24 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626164.000000 Penalty: 51290.683594
Iteration 50Q: 25 clusters Score -6.262616e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3970 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 48974 members 
Mstep: Class 6 contains 5095 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 68913 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 23977 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 80534 members 
Mstep: Class 13 contains 1080 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 5891 members 
Mstep: Class 16 contains 45132 members 
Mstep: Class 17 contains 15216 members 
Mstep: Class 18 contains 38011 members 
Mstep: Class 19 contains 37195 members 
Mstep: Class 20 contains 88106 members 
Mstep: Class 21 contains 4326 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 15609 members 
Mstep: Class 24 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626716.000000 Penalty: 51290.683594
Iteration 51Q: 25 clusters Score -6.262672e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 49286 members 
Mstep: Class 6 contains 5055 members 
Mstep: Class 7 contains 17777 members 
Mstep: Class 8 contains 69023 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 23969 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 80081 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 5879 members 
Mstep: Class 16 contains 45125 members 
Mstep: Class 17 contains 15221 members 
Mstep: Class 18 contains 37995 members 
Mstep: Class 19 contains 37449 members 
Mstep: Class 20 contains 87960 members 
Mstep: Class 21 contains 4319 members 
Mstep: Class 22 contains 2710 members 
Mstep: Class 23 contains 15596 members 
Mstep: Class 24 contains 1729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62626868.000000 Penalty: 51290.683594
Iteration 52Q: 25 clusters Score -6.262687e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3970 members 
Mstep: Class 3 contains 2291 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 49617 members 
Mstep: Class 6 contains 5022 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 69142 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 23963 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 79641 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5856 members 
Mstep: Class 16 contains 45123 members 
Mstep: Class 17 contains 15213 members 
Mstep: Class 18 contains 37969 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 87826 members 
Mstep: Class 21 contains 4315 members 
Mstep: Class 22 contains 2711 members 
Mstep: Class 23 contains 15592 members 
Mstep: Class 24 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627128.000000 Penalty: 51290.683594
Iteration 53Q: 25 clusters Score -6.262713e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3968 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 2187 members 
Mstep: Class 5 contains 49945 members 
Mstep: Class 6 contains 4977 members 
Mstep: Class 7 contains 17767 members 
Mstep: Class 8 contains 69260 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 23958 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 79287 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5850 members 
Mstep: Class 16 contains 45118 members 
Mstep: Class 17 contains 15200 members 
Mstep: Class 18 contains 37933 members 
Mstep: Class 19 contains 37846 members 
Mstep: Class 20 contains 87653 members 
Mstep: Class 21 contains 4313 members 
Mstep: Class 22 contains 2707 members 
Mstep: Class 23 contains 15589 members 
Mstep: Class 24 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627312.000000 Penalty: 51290.683594
Iteration 54Q: 25 clusters Score -6.262731e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3967 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 2197 members 
Mstep: Class 5 contains 50288 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 17759 members 
Mstep: Class 8 contains 69343 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 23957 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 78973 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 15199 members 
Mstep: Class 18 contains 37904 members 
Mstep: Class 19 contains 38041 members 
Mstep: Class 20 contains 87463 members 
Mstep: Class 21 contains 4310 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 15583 members 
Mstep: Class 24 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627668.000000 Penalty: 51290.683594
Iteration 55Q: 25 clusters Score -6.262767e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 50611 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 17755 members 
Mstep: Class 8 contains 69432 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 23956 members 
Mstep: Class 11 contains 2201 members 
Mstep: Class 12 contains 78688 members 
Mstep: Class 13 contains 1087 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 16 contains 45121 members 
Mstep: Class 17 contains 15195 members 
Mstep: Class 18 contains 37886 members 
Mstep: Class 19 contains 38206 members 
Mstep: Class 20 contains 87263 members 
Mstep: Class 21 contains 4312 members 
Mstep: Class 22 contains 2707 members 
Mstep: Class 23 contains 15585 members 
Mstep: Class 24 contains 1742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627760.000000 Penalty: 51290.683594
Iteration 56Q: 25 clusters Score -6.262776e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3962 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 50930 members 
Mstep: Class 6 contains 4748 members 
Mstep: Class 7 contains 17754 members 
Mstep: Class 8 contains 69520 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 23948 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 78448 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 5818 members 
Mstep: Class 16 contains 45123 members 
Mstep: Class 17 contains 15186 members 
Mstep: Class 18 contains 37873 members 
Mstep: Class 19 contains 38336 members 
Mstep: Class 20 contains 87063 members 
Mstep: Class 21 contains 4313 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 15578 members 
Mstep: Class 24 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627952.000000 Penalty: 51290.683594
Iteration 57Q: 25 clusters Score -6.262795e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 2207 members 
Mstep: Class 5 contains 51250 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 17754 members 
Mstep: Class 8 contains 69608 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 23946 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 78151 members 
Mstep: Class 13 contains 1095 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5802 members 
Mstep: Class 16 contains 45126 members 
Mstep: Class 17 contains 15179 members 
Mstep: Class 18 contains 37848 members 
Mstep: Class 19 contains 38484 members 
Mstep: Class 20 contains 86892 members 
Mstep: Class 21 contains 4313 members 
Mstep: Class 22 contains 2710 members 
Mstep: Class 23 contains 15574 members 
Mstep: Class 24 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62628076.000000 Penalty: 51290.683594
Iteration 58Q: 25 clusters Score -6.262808e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3958 members 
Mstep: Class 3 contains 2304 members 
Mstep: Class 4 contains 2208 members 
Mstep: Class 5 contains 51552 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 17754 members 
Mstep: Class 8 contains 69708 members 
Mstep: Class 9 contains 194 members 
Mstep: Class 10 contains 23952 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 77845 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 3287 members 
Mstep: Class 15 contains 5802 members 
Mstep: Class 16 contains 45124 members 
Mstep: Class 17 contains 15174 members 
Mstep: Class 18 contains 37837 members 
Mstep: Class 19 contains 38589 members 
Mstep: Class 20 contains 86724 members 
Mstep: Class 21 contains 4314 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 15571 members 
Mstep: Class 24 contains 1765 members 
Entering Unmasked Estep 
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Iteration 59Q: 25 clusters Score -6.262834e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3959 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 2208 members 
Mstep: Class 5 contains 51856 members 
Mstep: Class 6 contains 4579 members 
Mstep: Class 7 contains 17754 members 
Mstep: Class 8 contains 69817 members 
Mstep: Class 9 contains 194 members 
Mstep: Class 10 contains 23964 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 77589 members 
Mstep: Class 13 contains 1106 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 45126 members 
Mstep: Class 17 contains 15172 members 
Mstep: Class 18 contains 37817 members 
Mstep: Class 19 contains 38649 members 
Mstep: Class 20 contains 86556 members 
Mstep: Class 21 contains 4313 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 15572 members 
Mstep: Class 24 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 25 clusters Score -6.262888e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2301 members 
Mstep: Class 4 contains 2207 members 
Mstep: Class 5 contains 52093 members 
Mstep: Class 6 contains 4654 members 
Mstep: Class 7 contains 17752 members 
Mstep: Class 8 contains 69928 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 23965 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 77238 members 
Mstep: Class 13 contains 1110 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 45122 members 
Mstep: Class 17 contains 15162 members 
Mstep: Class 18 contains 37774 members 
Mstep: Class 19 contains 38849 members 
Mstep: Class 20 contains 86357 members 
Mstep: Class 21 contains 4311 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 15566 members 
Mstep: Class 24 contains 1770 members 
Entering Unmasked Estep 
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Iteration 61Q: 25 clusters Score -6.262948e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 52364 members 
Mstep: Class 6 contains 4694 members 
Mstep: Class 7 contains 17752 members 
Mstep: Class 8 contains 70052 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 23963 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 76911 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 5765 members 
Mstep: Class 16 contains 45124 members 
Mstep: Class 17 contains 15161 members 
Mstep: Class 18 contains 37711 members 
Mstep: Class 19 contains 39016 members 
Mstep: Class 20 contains 86157 members 
Mstep: Class 21 contains 4311 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 1775 members 
Entering Unmasked Estep 
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Iteration 62Q: 25 clusters Score -6.263003e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 52682 members 
Mstep: Class 6 contains 4729 members 
Mstep: Class 7 contains 17749 members 
Mstep: Class 8 contains 70196 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 12 contains 76608 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 3314 members 
Mstep: Class 15 contains 5738 members 
Mstep: Class 16 contains 45124 members 
Mstep: Class 17 contains 15146 members 
Mstep: Class 18 contains 37635 members 
Mstep: Class 19 contains 39157 members 
Mstep: Class 20 contains 85939 members 
Mstep: Class 21 contains 4315 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 1779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62630332.000000 Penalty: 51290.683594
Iteration 63Q: 25 clusters Score -6.263033e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 53000 members 
Mstep: Class 6 contains 4744 members 
Mstep: Class 7 contains 17748 members 
Mstep: Class 8 contains 70328 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23915 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 76307 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 5732 members 
Mstep: Class 16 contains 45134 members 
Mstep: Class 17 contains 15135 members 
Mstep: Class 18 contains 37560 members 
Mstep: Class 19 contains 39338 members 
Mstep: Class 20 contains 85691 members 
Mstep: Class 21 contains 4313 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 15541 members 
Mstep: Class 24 contains 1786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62630532.000000 Penalty: 51290.683594
Iteration 64Q: 25 clusters Score -6.263053e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2304 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 53288 members 
Mstep: Class 6 contains 4741 members 
Mstep: Class 7 contains 17746 members 
Mstep: Class 8 contains 70476 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23890 members 
Mstep: Class 11 contains 2239 members 
Mstep: Class 12 contains 75976 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3315 members 
Mstep: Class 15 contains 5731 members 
Mstep: Class 16 contains 45138 members 
Mstep: Class 17 contains 15126 members 
Mstep: Class 18 contains 37497 members 
Mstep: Class 19 contains 39533 members 
Mstep: Class 20 contains 85472 members 
Mstep: Class 21 contains 4318 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 15535 members 
Mstep: Class 24 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631000.000000 Penalty: 51290.683594
Iteration 65Q: 25 clusters Score -6.2631e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 53567 members 
Mstep: Class 6 contains 4710 members 
Mstep: Class 7 contains 17745 members 
Mstep: Class 8 contains 70609 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23876 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 75650 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3313 members 
Mstep: Class 15 contains 5732 members 
Mstep: Class 16 contains 45136 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 37463 members 
Mstep: Class 19 contains 39735 members 
Mstep: Class 20 contains 85260 members 
Mstep: Class 21 contains 4326 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 15516 members 
Mstep: Class 24 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631256.000000 Penalty: 51290.683594
Iteration 66Q: 25 clusters Score -6.263126e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3956 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 53882 members 
Mstep: Class 6 contains 4680 members 
Mstep: Class 7 contains 17746 members 
Mstep: Class 8 contains 70739 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 10 contains 23853 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 75311 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 3319 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 45134 members 
Mstep: Class 17 contains 15132 members 
Mstep: Class 18 contains 37431 members 
Mstep: Class 19 contains 39891 members 
Mstep: Class 20 contains 85075 members 
Mstep: Class 21 contains 4333 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 15507 members 
Mstep: Class 24 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631540.000000 Penalty: 51290.683594
Iteration 67Q: 25 clusters Score -6.263154e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3956 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 54235 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 17745 members 
Mstep: Class 8 contains 70871 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 10 contains 23819 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 74970 members 
Mstep: Class 13 contains 1132 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 5721 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 15129 members 
Mstep: Class 18 contains 37407 members 
Mstep: Class 19 contains 40025 members 
Mstep: Class 20 contains 84874 members 
Mstep: Class 21 contains 4334 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 15503 members 
Mstep: Class 24 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631820.000000 Penalty: 51290.683594
Iteration 68Q: 25 clusters Score -6.263182e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3956 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 54534 members 
Mstep: Class 6 contains 4659 members 
Mstep: Class 7 contains 17747 members 
Mstep: Class 8 contains 71016 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 10 contains 23777 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 74628 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 3315 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 45125 members 
Mstep: Class 17 contains 15124 members 
Mstep: Class 18 contains 37375 members 
Mstep: Class 19 contains 40184 members 
Mstep: Class 20 contains 84682 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 15499 members 
Mstep: Class 24 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631940.000000 Penalty: 51290.683594
Iteration 69Q: 25 clusters Score -6.263194e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 54849 members 
Mstep: Class 6 contains 4616 members 
Mstep: Class 7 contains 17752 members 
Mstep: Class 8 contains 71137 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 10 contains 23734 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 74266 members 
Mstep: Class 13 contains 1141 members 
Mstep: Class 14 contains 3319 members 
Mstep: Class 15 contains 5710 members 
Mstep: Class 16 contains 45124 members 
Mstep: Class 17 contains 15124 members 
Mstep: Class 18 contains 37361 members 
Mstep: Class 19 contains 40381 members 
Mstep: Class 20 contains 84484 members 
Mstep: Class 21 contains 4348 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 15497 members 
Mstep: Class 24 contains 1810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632224.000000 Penalty: 51290.683594
Iteration 70Q: 25 clusters Score -6.263222e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3956 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 55120 members 
Mstep: Class 6 contains 4570 members 
Mstep: Class 7 contains 17758 members 
Mstep: Class 8 contains 71251 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 10 contains 23701 members 
Mstep: Class 11 contains 2264 members 
Mstep: Class 12 contains 73955 members 
Mstep: Class 13 contains 1144 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 45121 members 
Mstep: Class 17 contains 15124 members 
Mstep: Class 18 contains 37350 members 
Mstep: Class 19 contains 40578 members 
Mstep: Class 20 contains 84278 members 
Mstep: Class 21 contains 4351 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 15500 members 
Mstep: Class 24 contains 1813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632580.000000 Penalty: 51290.683594
Iteration 71Q: 25 clusters Score -6.263258e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3956 members 
Mstep: Class 3 contains 2330 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 55405 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 17763 members 
Mstep: Class 8 contains 71381 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23674 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 73692 members 
Mstep: Class 13 contains 1147 members 
Mstep: Class 14 contains 3322 members 
Mstep: Class 15 contains 5715 members 
Mstep: Class 16 contains 45121 members 
Mstep: Class 17 contains 15128 members 
Mstep: Class 18 contains 37337 members 
Mstep: Class 19 contains 40708 members 
Mstep: Class 20 contains 84059 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 2711 members 
Mstep: Class 23 contains 15490 members 
Mstep: Class 24 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632664.000000 Penalty: 51290.683594
Iteration 72Q: 25 clusters Score -6.263266e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3955 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 55684 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 17766 members 
Mstep: Class 8 contains 71534 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23647 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 73437 members 
Mstep: Class 13 contains 1152 members 
Mstep: Class 14 contains 3323 members 
Mstep: Class 15 contains 5719 members 
Mstep: Class 16 contains 45122 members 
Mstep: Class 17 contains 15130 members 
Mstep: Class 18 contains 37323 members 
Mstep: Class 19 contains 40818 members 
Mstep: Class 20 contains 83826 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 15490 members 
Mstep: Class 24 contains 1817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632588.000000 Penalty: 51290.683594
Iteration 73Q: 25 clusters Score -6.263259e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3956 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 55954 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 17766 members 
Mstep: Class 8 contains 71684 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23625 members 
Mstep: Class 11 contains 2273 members 
Mstep: Class 12 contains 73138 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 45121 members 
Mstep: Class 17 contains 15133 members 
Mstep: Class 18 contains 37321 members 
Mstep: Class 19 contains 40953 members 
Mstep: Class 20 contains 83619 members 
Mstep: Class 21 contains 4360 members 
Mstep: Class 22 contains 2717 members 
Mstep: Class 23 contains 15489 members 
Mstep: Class 24 contains 1817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632860.000000 Penalty: 51290.683594
Iteration 74Q: 25 clusters Score -6.263286e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 56235 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 17766 members 
Mstep: Class 8 contains 71819 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23596 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 72816 members 
Mstep: Class 13 contains 1157 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 45116 members 
Mstep: Class 17 contains 15138 members 
Mstep: Class 18 contains 37332 members 
Mstep: Class 19 contains 41101 members 
Mstep: Class 20 contains 83439 members 
Mstep: Class 21 contains 4362 members 
Mstep: Class 22 contains 2717 members 
Mstep: Class 23 contains 15484 members 
Mstep: Class 24 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632944.000000 Penalty: 51290.683594
Iteration 75Q: 25 clusters Score -6.263294e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2331 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 56488 members 
Mstep: Class 6 contains 4386 members 
Mstep: Class 7 contains 17768 members 
Mstep: Class 8 contains 71968 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23570 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 72551 members 
Mstep: Class 13 contains 1160 members 
Mstep: Class 14 contains 3322 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 45115 members 
Mstep: Class 17 contains 15141 members 
Mstep: Class 18 contains 37328 members 
Mstep: Class 19 contains 41180 members 
Mstep: Class 20 contains 83264 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 2718 members 
Mstep: Class 23 contains 15480 members 
Mstep: Class 24 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62633056.000000 Penalty: 51290.683594
Iteration 76Q: 25 clusters Score -6.263306e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 56734 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 72117 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23543 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 72283 members 
Mstep: Class 13 contains 1162 members 
Mstep: Class 14 contains 3314 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 45113 members 
Mstep: Class 17 contains 15138 members 
Mstep: Class 18 contains 37336 members 
Mstep: Class 19 contains 41247 members 
Mstep: Class 20 contains 83114 members 
Mstep: Class 21 contains 4380 members 
Mstep: Class 22 contains 2718 members 
Mstep: Class 23 contains 15476 members 
Mstep: Class 24 contains 1822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62633080.000000 Penalty: 51290.683594
Iteration 77Q: 25 clusters Score -6.263308e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2335 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 56993 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 17767 members 
Mstep: Class 8 contains 72254 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23507 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 72008 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 3310 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 45113 members 
Mstep: Class 17 contains 15136 members 
Mstep: Class 18 contains 37337 members 
Mstep: Class 19 contains 41311 members 
Mstep: Class 20 contains 82956 members 
Mstep: Class 21 contains 4385 members 
Mstep: Class 22 contains 2716 members 
Mstep: Class 23 contains 15479 members 
Mstep: Class 24 contains 1825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62633172.000000 Penalty: 51290.683594
Iteration 78Q: 25 clusters Score -6.263317e+07 nChanged 1035
Entering ConstructFrom: 
Score: -62633172.000000 Penalty: 51290.683594
Entering ConstructFrom: 
Trying to split cluster 1 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -36984.910156 Penalty: 969.498901
	Iteration 0F: 2 clusters Score -36984.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36109.417969 Penalty: 1938.997803
	Iteration 0F: 3 clusters Score -36109.42 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36273.609375 Penalty: 1938.997803
	Iteration 1F: 3 clusters Score -36273.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36326.992188 Penalty: 1938.997803
	Iteration 2F: 3 clusters Score -36326.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36365.113281 Penalty: 1938.997803
	Iteration 3Q: 3 clusters Score -36365.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36406.289062 Penalty: 1938.997803
	Iteration 4Q: 3 clusters Score -36406.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36457.917969 Penalty: 1938.997803
	Iteration 5Q: 3 clusters Score -36457.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36513.996094 Penalty: 1938.997803
	Iteration 6Q: 3 clusters Score -36514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -36583.878906 Penalty: 1938.997803
	Iteration 7Q: 3 clusters Score -36583.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -36643.082031 Penalty: 1938.997803
	Iteration 8Q: 3 clusters Score -36643.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -36655.644531 Penalty: 1938.997803
	Iteration 9Q: 3 clusters Score -36655.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -36665.390625 Penalty: 1938.997803
	Iteration 10Q: 3 clusters Score -36665.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36667.148438 Penalty: 1938.997803
	Iteration 11Q: 3 clusters Score -36667.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36673.839844 Penalty: 1938.997803
	Iteration 12F: 3 clusters Score -36673.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -36739.324219 Penalty: 1938.997803
	Iteration 13Q: 3 clusters Score -36739.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -36783.093750 Penalty: 1938.997803
	Iteration 14Q: 3 clusters Score -36783.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -36877.109375 Penalty: 1938.997803
	Iteration 15Q: 3 clusters Score -36877.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -36897.710938 Penalty: 1938.997803
	Iteration 16Q: 3 clusters Score -36897.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -36917.234375 Penalty: 1938.997803
	Iteration 17Q: 3 clusters Score -36917.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36959.164062 Penalty: 1938.997803
	Iteration 18Q: 3 clusters Score -36959.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -36998.847656 Penalty: 1938.997803
	Iteration 19Q: 3 clusters Score -36998.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -37007.011719 Penalty: 1938.997803
	Iteration 20F: 3 clusters Score -37007.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -37042.164062 Penalty: 1938.997803
	Iteration 21Q: 3 clusters Score -37042.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37050.414062 Penalty: 1938.997803
	Iteration 22Q: 3 clusters Score -37050.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37050.414062 Penalty: 1938.997803
	Iteration 23F: 3 clusters Score -37050.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2337 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 57279 members 
Mstep: Class 6 contains 4326 members 
Mstep: Class 7 contains 17767 members 
Mstep: Class 8 contains 72382 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23471 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 71699 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 45111 members 
Mstep: Class 17 contains 15133 members 
Mstep: Class 18 contains 37334 members 
Mstep: Class 19 contains 41422 members 
Mstep: Class 20 contains 82803 members 
Mstep: Class 21 contains 4390 members 
Mstep: Class 22 contains 2716 members 
Mstep: Class 23 contains 15479 members 
Mstep: Class 24 contains 1825 members 
Mstep: Class 25 contains 103 members 
Entering Unmasked Estep 
Score: -62632176.000000 Penalty: 53427.796875
Splitting cluster 1 changes total score from -62633172.000000 to -62632176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -476310.218750 Penalty: 1346.026733
	Iteration 0F: 2 clusters Score -476310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -472929.187500 Penalty: 2692.053467
	Iteration 0F: 3 clusters Score -472929.2 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -473820.875000 Penalty: 2692.053467
	Iteration 1F: 3 clusters Score -473820.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -473988.968750 Penalty: 2692.053467
	Iteration 2F: 3 clusters Score -473989 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -474086.000000 Penalty: 2692.053467
	Iteration 3F: 3 clusters Score -474086 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -474159.812500 Penalty: 2692.053467
	Iteration 4Q: 3 clusters Score -474159.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -474228.343750 Penalty: 2692.053467
	Iteration 5Q: 3 clusters Score -474228.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -474273.093750 Penalty: 2692.053467
	Iteration 6Q: 3 clusters Score -474273.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -474316.343750 Penalty: 2692.053467
	Iteration 7Q: 3 clusters Score -474316.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -474350.406250 Penalty: 2692.053467
	Iteration 8Q: 3 clusters Score -474350.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -474392.500000 Penalty: 2692.053467
	Iteration 9Q: 3 clusters Score -474392.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -474442.343750 Penalty: 2692.053467
	Iteration 10Q: 3 clusters Score -474442.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -474499.468750 Penalty: 2692.053467
	Iteration 11Q: 3 clusters Score -474499.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -474546.281250 Penalty: 2692.053467
	Iteration 12Q: 3 clusters Score -474546.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -474583.656250 Penalty: 2692.053467
	Iteration 13Q: 3 clusters Score -474583.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -474618.562500 Penalty: 2692.053467
	Iteration 14Q: 3 clusters Score -474618.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -474643.312500 Penalty: 2692.053467
	Iteration 15Q: 3 clusters Score -474643.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -474675.156250 Penalty: 2692.053467
	Iteration 16Q: 3 clusters Score -474675.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -474705.968750 Penalty: 2692.053467
	Iteration 17Q: 3 clusters Score -474706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -474723.312500 Penalty: 2692.053467
	Iteration 18Q: 3 clusters Score -474723.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -474738.062500 Penalty: 2692.053467
	Iteration 19Q: 3 clusters Score -474738.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -474753.000000 Penalty: 2692.053467
	Iteration 20F: 3 clusters Score -474753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -474760.750000 Penalty: 2692.053467
	Iteration 21Q: 3 clusters Score -474760.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -474767.468750 Penalty: 2692.053467
	Iteration 22Q: 3 clusters Score -474767.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -474773.781250 Penalty: 2692.053467
	Iteration 23Q: 3 clusters Score -474773.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -474779.531250 Penalty: 2692.053467
	Iteration 24Q: 3 clusters Score -474779.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -474783.500000 Penalty: 2692.053467
	Iteration 25Q: 3 clusters Score -474783.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -474786.343750 Penalty: 2692.053467
	Iteration 26Q: 3 clusters Score -474786.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -474789.937500 Penalty: 2692.053467
	Iteration 27Q: 3 clusters Score -474789.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -474795.687500 Penalty: 2692.053467
	Iteration 28Q: 3 clusters Score -474795.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -474803.875000 Penalty: 2692.053467
	Iteration 29Q: 3 clusters Score -474803.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -474809.375000 Penalty: 2692.053467
	Iteration 30Q: 3 clusters Score -474809.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -474815.906250 Penalty: 2692.053467
	Iteration 31Q: 3 clusters Score -474815.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -474821.187500 Penalty: 2692.053467
	Iteration 32Q: 3 clusters Score -474821.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -474825.968750 Penalty: 2692.053467
	Iteration 33Q: 3 clusters Score -474826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -474831.281250 Penalty: 2692.053467
	Iteration 34Q: 3 clusters Score -474831.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -474838.437500 Penalty: 2692.053467
	Iteration 35Q: 3 clusters Score -474838.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -474845.093750 Penalty: 2692.053467
	Iteration 36Q: 3 clusters Score -474845.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -474852.000000 Penalty: 2692.053467
	Iteration 37Q: 3 clusters Score -474852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -474860.687500 Penalty: 2692.053467
	Iteration 38Q: 3 clusters Score -474860.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -474864.031250 Penalty: 2692.053467
	Iteration 39Q: 3 clusters Score -474864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -474868.000000 Penalty: 2692.053467
	Iteration 40F: 3 clusters Score -474868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -474872.031250 Penalty: 2692.053467
	Iteration 41Q: 3 clusters Score -474872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -474876.843750 Penalty: 2692.053467
	Iteration 42Q: 3 clusters Score -474876.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -474881.875000 Penalty: 2692.053467
	Iteration 43Q: 3 clusters Score -474881.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -474882.656250 Penalty: 2692.053467
	Iteration 44Q: 3 clusters Score -474882.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -474882.843750 Penalty: 2692.053467
	Iteration 45Q: 3 clusters Score -474882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -474883.625000 Penalty: 2692.053467
	Iteration 46Q: 3 clusters Score -474883.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -474883.593750 Penalty: 2692.053467
	Iteration 47Q: 3 clusters Score -474883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -474884.843750 Penalty: 2692.053467
	Iteration 48Q: 3 clusters Score -474884.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -474884.437500 Penalty: 2692.053467
	Iteration 49Q: 3 clusters Score -474884.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -474884.437500 Penalty: 2692.053467
	Iteration 50F: 3 clusters Score -474884.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -274530.437500 Penalty: 1260.451294
	Iteration 0F: 2 clusters Score -274530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -272233.156250 Penalty: 2520.902588
	Iteration 0F: 3 clusters Score -272233.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -272734.468750 Penalty: 2520.902588
	Iteration 1F: 3 clusters Score -272734.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -272846.062500 Penalty: 2520.902588
	Iteration 2F: 3 clusters Score -272846.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -272911.593750 Penalty: 2520.902588
	Iteration 3Q: 3 clusters Score -272911.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -272942.375000 Penalty: 2520.902588
	Iteration 4Q: 3 clusters Score -272942.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -272966.843750 Penalty: 2520.902588
	Iteration 5Q: 3 clusters Score -272966.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -272985.562500 Penalty: 2520.902588
	Iteration 6Q: 3 clusters Score -272985.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -273005.375000 Penalty: 2520.902588
	Iteration 7Q: 3 clusters Score -273005.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -273018.250000 Penalty: 2520.902588
	Iteration 8Q: 3 clusters Score -273018.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -273032.750000 Penalty: 2520.902588
	Iteration 9Q: 3 clusters Score -273032.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -273044.312500 Penalty: 2520.902588
	Iteration 10Q: 3 clusters Score -273044.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -273054.093750 Penalty: 2520.902588
	Iteration 11Q: 3 clusters Score -273054.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -273059.968750 Penalty: 2520.902588
	Iteration 12Q: 3 clusters Score -273060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -273068.375000 Penalty: 2520.902588
	Iteration 13Q: 3 clusters Score -273068.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -273073.875000 Penalty: 2520.902588
	Iteration 14Q: 3 clusters Score -273073.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -273082.531250 Penalty: 2520.902588
	Iteration 15Q: 3 clusters Score -273082.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -273088.250000 Penalty: 2520.902588
	Iteration 16Q: 3 clusters Score -273088.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -273094.093750 Penalty: 2520.902588
	Iteration 17Q: 3 clusters Score -273094.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -273103.343750 Penalty: 2520.902588
	Iteration 18Q: 3 clusters Score -273103.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -273115.281250 Penalty: 2520.902588
	Iteration 19Q: 3 clusters Score -273115.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -273128.687500 Penalty: 2520.902588
	Iteration 20F: 3 clusters Score -273128.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -273139.312500 Penalty: 2520.902588
	Iteration 21Q: 3 clusters Score -273139.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -273148.562500 Penalty: 2520.902588
	Iteration 22Q: 3 clusters Score -273148.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -273154.718750 Penalty: 2520.902588
	Iteration 23Q: 3 clusters Score -273154.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -273160.687500 Penalty: 2520.902588
	Iteration 24Q: 3 clusters Score -273160.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -273168.687500 Penalty: 2520.902588
	Iteration 25Q: 3 clusters Score -273168.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -273172.750000 Penalty: 2520.902588
	Iteration 26Q: 3 clusters Score -273172.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -273175.937500 Penalty: 2520.902588
	Iteration 27Q: 3 clusters Score -273175.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -273180.656250 Penalty: 2520.902588
	Iteration 28Q: 3 clusters Score -273180.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -273185.312500 Penalty: 2520.902588
	Iteration 29Q: 3 clusters Score -273185.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -273187.687500 Penalty: 2520.902588
	Iteration 30Q: 3 clusters Score -273187.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -273189.875000 Penalty: 2520.902588
	Iteration 31Q: 3 clusters Score -273189.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -273191.843750 Penalty: 2520.902588
	Iteration 32Q: 3 clusters Score -273191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -273192.031250 Penalty: 2520.902588
	Iteration 33Q: 3 clusters Score -273192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -273192.593750 Penalty: 2520.902588
	Iteration 34Q: 3 clusters Score -273192.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -273192.593750 Penalty: 2520.902588
	Iteration 35F: 3 clusters Score -273192.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Entering Unmasked Estep 
Score: -249273.531250 Penalty: 1252.616699
	Iteration 0F: 2 clusters Score -249273.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -247060.312500 Penalty: 2505.233398
	Iteration 0F: 3 clusters Score -247060.3 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -247584.484375 Penalty: 2505.233398
	Iteration 1F: 3 clusters Score -247584.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -247755.046875 Penalty: 2505.233398
	Iteration 2F: 3 clusters Score -247755 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -247870.718750 Penalty: 2505.233398
	Iteration 3F: 3 clusters Score -247870.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -247940.812500 Penalty: 2505.233398
	Iteration 4Q: 3 clusters Score -247940.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -247990.109375 Penalty: 2505.233398
	Iteration 5Q: 3 clusters Score -247990.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -248052.906250 Penalty: 2505.233398
	Iteration 6Q: 3 clusters Score -248052.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -248120.531250 Penalty: 2505.233398
	Iteration 7Q: 3 clusters Score -248120.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -248201.578125 Penalty: 2505.233398
	Iteration 8Q: 3 clusters Score -248201.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -248262.296875 Penalty: 2505.233398
	Iteration 9Q: 3 clusters Score -248262.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -248311.015625 Penalty: 2505.233398
	Iteration 10Q: 3 clusters Score -248311 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -248343.406250 Penalty: 2505.233398
	Iteration 11Q: 3 clusters Score -248343.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -248379.484375 Penalty: 2505.233398
	Iteration 12Q: 3 clusters Score -248379.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -248431.312500 Penalty: 2505.233398
	Iteration 13Q: 3 clusters Score -248431.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -248470.562500 Penalty: 2505.233398
	Iteration 14Q: 3 clusters Score -248470.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -248499.593750 Penalty: 2505.233398
	Iteration 15Q: 3 clusters Score -248499.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -248520.625000 Penalty: 2505.233398
	Iteration 16Q: 3 clusters Score -248520.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -248534.125000 Penalty: 2505.233398
	Iteration 17Q: 3 clusters Score -248534.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -248547.437500 Penalty: 2505.233398
	Iteration 18Q: 3 clusters Score -248547.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -248555.937500 Penalty: 2505.233398
	Iteration 19Q: 3 clusters Score -248555.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -248564.296875 Penalty: 2505.233398
	Iteration 20F: 3 clusters Score -248564.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -248579.046875 Penalty: 2505.233398
	Iteration 21Q: 3 clusters Score -248579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -248592.625000 Penalty: 2505.233398
	Iteration 22Q: 3 clusters Score -248592.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -248611.765625 Penalty: 2505.233398
	Iteration 23Q: 3 clusters Score -248611.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -248631.296875 Penalty: 2505.233398
	Iteration 24Q: 3 clusters Score -248631.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -248645.140625 Penalty: 2505.233398
	Iteration 25Q: 3 clusters Score -248645.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -248678.671875 Penalty: 2505.233398
	Iteration 26Q: 3 clusters Score -248678.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -248706.281250 Penalty: 2505.233398
	Iteration 27Q: 3 clusters Score -248706.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -248727.812500 Penalty: 2505.233398
	Iteration 28Q: 3 clusters Score -248727.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -248744.859375 Penalty: 2505.233398
	Iteration 29Q: 3 clusters Score -248744.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -248762.265625 Penalty: 2505.233398
	Iteration 30Q: 3 clusters Score -248762.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -248781.796875 Penalty: 2505.233398
	Iteration 31Q: 3 clusters Score -248781.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -248799.937500 Penalty: 2505.233398
	Iteration 32Q: 3 clusters Score -248799.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -248814.765625 Penalty: 2505.233398
	Iteration 33Q: 3 clusters Score -248814.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -248838.171875 Penalty: 2505.233398
	Iteration 34Q: 3 clusters Score -248838.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -248872.468750 Penalty: 2505.233398
	Iteration 35Q: 3 clusters Score -248872.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -248893.468750 Penalty: 2505.233398
	Iteration 36Q: 3 clusters Score -248893.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -248913.921875 Penalty: 2505.233398
	Iteration 37Q: 3 clusters Score -248913.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -248943.843750 Penalty: 2505.233398
	Iteration 38Q: 3 clusters Score -248943.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -248968.234375 Penalty: 2505.233398
	Iteration 39Q: 3 clusters Score -248968.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -248980.375000 Penalty: 2505.233398
	Iteration 40F: 3 clusters Score -248980.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -248986.343750 Penalty: 2505.233398
	Iteration 41Q: 3 clusters Score -248986.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -248988.921875 Penalty: 2505.233398
	Iteration 42Q: 3 clusters Score -248988.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -248995.250000 Penalty: 2505.233398
	Iteration 43Q: 3 clusters Score -248995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -248996.484375 Penalty: 2505.233398
	Iteration 44Q: 3 clusters Score -248996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -248996.859375 Penalty: 2505.233398
	Iteration 45Q: 3 clusters Score -248996.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -248996.859375 Penalty: 2505.233398
	Iteration 46F: 3 clusters Score -248996.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Entering Unmasked Estep 
Score: -7119404.000000 Penalty: 1780.299561
	Iteration 0F: 2 clusters Score -7119404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -7081584.000000 Penalty: 3560.599121
	Iteration 0F: 3 clusters Score -7081584 nChanged 26963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -7096758.000000 Penalty: 3560.599121
	Iteration 1F: 3 clusters Score -7096758 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -7097380.500000 Penalty: 3560.599121
	Iteration 2Q: 3 clusters Score -7097380 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -7098246.500000 Penalty: 3560.599121
	Iteration 3Q: 3 clusters Score -7098246 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -7099550.000000 Penalty: 3560.599121
	Iteration 4Q: 3 clusters Score -7099550 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -7101179.000000 Penalty: 3560.599121
	Iteration 5F: 3 clusters Score -7101179 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -7103216.000000 Penalty: 3560.599121
	Iteration 6F: 3 clusters Score -7103216 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -7105675.000000 Penalty: 3560.599121
	Iteration 7F: 3 clusters Score -7105675 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -7108518.500000 Penalty: 3560.599121
	Iteration 8F: 3 clusters Score -7108518 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -7111463.000000 Penalty: 3560.599121
	Iteration 9F: 3 clusters Score -7111463 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -7114127.500000 Penalty: 3560.599121
	Iteration 10F: 3 clusters Score -7114128 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -7115994.000000 Penalty: 3560.599121
	Iteration 11Q: 3 clusters Score -7115994 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -7116973.000000 Penalty: 3560.599121
	Iteration 12Q: 3 clusters Score -7116973 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -7117590.500000 Penalty: 3560.599121
	Iteration 13Q: 3 clusters Score -7117590 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -7117959.000000 Penalty: 3560.599121
	Iteration 14Q: 3 clusters Score -7117959 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -7118248.000000 Penalty: 3560.599121
	Iteration 15Q: 3 clusters Score -7118248 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -7118448.000000 Penalty: 3560.599121
	Iteration 16Q: 3 clusters Score -7118448 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -7118586.000000 Penalty: 3560.599121
	Iteration 17Q: 3 clusters Score -7118586 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -7118726.000000 Penalty: 3560.599121
	Iteration 18Q: 3 clusters Score -7118726 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -7118861.500000 Penalty: 3560.599121
	Iteration 19Q: 3 clusters Score -7118862 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -7118959.500000 Penalty: 3560.599121
	Iteration 20F: 3 clusters Score -7118960 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -7119031.000000 Penalty: 3560.599121
	Iteration 21Q: 3 clusters Score -7119031 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -7119100.500000 Penalty: 3560.599121
	Iteration 22Q: 3 clusters Score -7119100 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -7119169.500000 Penalty: 3560.599121
	Iteration 23Q: 3 clusters Score -7119170 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -7119265.500000 Penalty: 3560.599121
	Iteration 24Q: 3 clusters Score -7119266 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -7119349.000000 Penalty: 3560.599121
	Iteration 25Q: 3 clusters Score -7119349 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -7119437.500000 Penalty: 3560.599121
	Iteration 26Q: 3 clusters Score -7119438 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -7119516.000000 Penalty: 3560.599121
	Iteration 27Q: 3 clusters Score -7119516 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -7119621.000000 Penalty: 3560.599121
	Iteration 28Q: 3 clusters Score -7119621 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -7119707.500000 Penalty: 3560.599121
	Iteration 29Q: 3 clusters Score -7119708 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -7119789.500000 Penalty: 3560.599121
	Iteration 30Q: 3 clusters Score -7119790 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -7119895.000000 Penalty: 3560.599121
	Iteration 31Q: 3 clusters Score -7119895 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -7119944.500000 Penalty: 3560.599121
	Iteration 32Q: 3 clusters Score -7119944 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -7120039.000000 Penalty: 3560.599121
	Iteration 33Q: 3 clusters Score -7120039 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -7120157.000000 Penalty: 3560.599121
	Iteration 34Q: 3 clusters Score -7120157 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -7120284.500000 Penalty: 3560.599121
	Iteration 35Q: 3 clusters Score -7120284 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -7120407.500000 Penalty: 3560.599121
	Iteration 36Q: 3 clusters Score -7120408 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -7120496.500000 Penalty: 3560.599121
	Iteration 37Q: 3 clusters Score -7120496 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -7120621.000000 Penalty: 3560.599121
	Iteration 38Q: 3 clusters Score -7120621 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -7120757.000000 Penalty: 3560.599121
	Iteration 39Q: 3 clusters Score -7120757 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -7120858.500000 Penalty: 3560.599121
	Iteration 40F: 3 clusters Score -7120858 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -7120925.500000 Penalty: 3560.599121
	Iteration 41Q: 3 clusters Score -7120926 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -7120970.500000 Penalty: 3560.599121
	Iteration 42Q: 3 clusters Score -7120970 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -7121015.000000 Penalty: 3560.599121
	Iteration 43Q: 3 clusters Score -7121015 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -7121069.000000 Penalty: 3560.599121
	Iteration 44Q: 3 clusters Score -7121069 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -7121071.000000 Penalty: 3560.599121
	Iteration 45Q: 3 clusters Score -7121071 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -7121107.000000 Penalty: 3560.599121
	Iteration 46Q: 3 clusters Score -7121107 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -7121124.500000 Penalty: 3560.599121
	Iteration 47Q: 3 clusters Score -7121124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -7121139.000000 Penalty: 3560.599121
	Iteration 48Q: 3 clusters Score -7121139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -7121146.000000 Penalty: 3560.599121
	Iteration 49Q: 3 clusters Score -7121146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -7121125.500000 Penalty: 3560.599121
	Iteration 50Q: 3 clusters Score -7121126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -7121145.500000 Penalty: 3560.599121
	Iteration 51Q: 3 clusters Score -7121146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -7121143.000000 Penalty: 3560.599121
	Iteration 52Q: 3 clusters Score -7121143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -7121156.000000 Penalty: 3560.599121
	Iteration 53Q: 3 clusters Score -7121156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -7121151.500000 Penalty: 3560.599121
	Iteration 54Q: 3 clusters Score -7121152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -7121156.000000 Penalty: 3560.599121
	Iteration 55Q: 3 clusters Score -7121156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -7121156.500000 Penalty: 3560.599121
	Iteration 56Q: 3 clusters Score -7121156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -7121164.500000 Penalty: 3560.599121
	Iteration 57Q: 3 clusters Score -7121164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -7121164.000000 Penalty: 3560.599121
	Iteration 58Q: 3 clusters Score -7121164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -7121165.500000 Penalty: 3560.599121
	Iteration 59Q: 3 clusters Score -7121166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -7121172.000000 Penalty: 3560.599121
	Iteration 60F: 3 clusters Score -7121172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -7121162.500000 Penalty: 3560.599121
	Iteration 61Q: 3 clusters Score -7121162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -7121164.500000 Penalty: 3560.599121
	Iteration 62Q: 3 clusters Score -7121164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -7121175.500000 Penalty: 3560.599121
	Iteration 63Q: 3 clusters Score -7121176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -7121178.000000 Penalty: 3560.599121
	Iteration 64Q: 3 clusters Score -7121178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -7121182.500000 Penalty: 3560.599121
	Iteration 65Q: 3 clusters Score -7121182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -7121174.500000 Penalty: 3560.599121
	Iteration 66Q: 3 clusters Score -7121174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -7121169.000000 Penalty: 3560.599121
	Iteration 67Q: 3 clusters Score -7121169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -7121166.500000 Penalty: 3560.599121
	Iteration 68Q: 3 clusters Score -7121166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -7121166.500000 Penalty: 3560.599121
	Iteration 69Q: 3 clusters Score -7121166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -7121149.500000 Penalty: 3560.599121
	Iteration 70Q: 3 clusters Score -7121150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -7121153.000000 Penalty: 3560.599121
	Iteration 71Q: 3 clusters Score -7121153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -7121146.500000 Penalty: 3560.599121
	Iteration 72Q: 3 clusters Score -7121146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -7121147.000000 Penalty: 3560.599121
	Iteration 73Q: 3 clusters Score -7121147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -7121144.000000 Penalty: 3560.599121
	Iteration 74Q: 3 clusters Score -7121144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -7121154.000000 Penalty: 3560.599121
	Iteration 75Q: 3 clusters Score -7121154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -7121142.000000 Penalty: 3560.599121
	Iteration 76Q: 3 clusters Score -7121142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -7121142.000000 Penalty: 3560.599121
	Iteration 77Q: 3 clusters Score -7121142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -7121143.000000 Penalty: 3560.599121
	Iteration 78Q: 3 clusters Score -7121143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -7121143.000000 Penalty: 3560.599121
	Iteration 79F: 3 clusters Score -7121143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2337 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 4326 members 
Mstep: Class 7 contains 17767 members 
Mstep: Class 8 contains 72382 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23471 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 71699 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 45111 members 
Mstep: Class 17 contains 15133 members 
Mstep: Class 18 contains 37334 members 
Mstep: Class 19 contains 41422 members 
Mstep: Class 20 contains 82803 members 
Mstep: Class 21 contains 4390 members 
Mstep: Class 22 contains 2716 members 
Mstep: Class 23 contains 15479 members 
Mstep: Class 24 contains 1825 members 
Mstep: Class 25 contains 53674 members 
Entering Unmasked Estep 
Score: -62634756.000000 Penalty: 53427.796875
Splitting cluster 5 changes total score from -62633172.000000 to -62634756.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (4326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Entering Unmasked Estep 
Score: -528724.875000 Penalty: 1360.514771
	Iteration 0F: 2 clusters Score -528724.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -525125.187500 Penalty: 2721.029541
	Iteration 0F: 3 clusters Score -525125.2 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -526124.312500 Penalty: 2721.029541
	Iteration 1F: 3 clusters Score -526124.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -526329.312500 Penalty: 2721.029541
	Iteration 2F: 3 clusters Score -526329.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -526504.000000 Penalty: 2721.029541
	Iteration 3F: 3 clusters Score -526504 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -526662.250000 Penalty: 2721.029541
	Iteration 4F: 3 clusters Score -526662.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -526837.187500 Penalty: 2721.029541
	Iteration 5Q: 3 clusters Score -526837.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -526987.187500 Penalty: 2721.029541
	Iteration 6Q: 3 clusters Score -526987.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -527105.062500 Penalty: 2721.029541
	Iteration 7Q: 3 clusters Score -527105.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -527199.875000 Penalty: 2721.029541
	Iteration 8Q: 3 clusters Score -527199.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -527276.562500 Penalty: 2721.029541
	Iteration 9Q: 3 clusters Score -527276.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -527344.812500 Penalty: 2721.029541
	Iteration 10Q: 3 clusters Score -527344.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -527395.437500 Penalty: 2721.029541
	Iteration 11Q: 3 clusters Score -527395.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -527427.250000 Penalty: 2721.029541
	Iteration 12Q: 3 clusters Score -527427.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -527466.812500 Penalty: 2721.029541
	Iteration 13Q: 3 clusters Score -527466.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -527503.187500 Penalty: 2721.029541
	Iteration 14Q: 3 clusters Score -527503.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -527532.812500 Penalty: 2721.029541
	Iteration 15Q: 3 clusters Score -527532.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -527571.062500 Penalty: 2721.029541
	Iteration 16Q: 3 clusters Score -527571.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -527614.375000 Penalty: 2721.029541
	Iteration 17Q: 3 clusters Score -527614.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -527654.500000 Penalty: 2721.029541
	Iteration 18Q: 3 clusters Score -527654.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -527680.375000 Penalty: 2721.029541
	Iteration 19Q: 3 clusters Score -527680.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -527697.625000 Penalty: 2721.029541
	Iteration 20F: 3 clusters Score -527697.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -527711.312500 Penalty: 2721.029541
	Iteration 21Q: 3 clusters Score -527711.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -527715.625000 Penalty: 2721.029541
	Iteration 22Q: 3 clusters Score -527715.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -527718.000000 Penalty: 2721.029541
	Iteration 23Q: 3 clusters Score -527718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -527720.812500 Penalty: 2721.029541
	Iteration 24Q: 3 clusters Score -527720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -527722.625000 Penalty: 2721.029541
	Iteration 25Q: 3 clusters Score -527722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -527724.812500 Penalty: 2721.029541
	Iteration 26Q: 3 clusters Score -527724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -527725.687500 Penalty: 2721.029541
	Iteration 27Q: 3 clusters Score -527725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -527726.812500 Penalty: 2721.029541
	Iteration 28Q: 3 clusters Score -527726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -527727.750000 Penalty: 2721.029541
	Iteration 29Q: 3 clusters Score -527727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -527727.750000 Penalty: 2721.029541
	Iteration 30F: 3 clusters Score -527727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Entering Unmasked Estep 
Score: -2126518.250000 Penalty: 1590.078491
	Iteration 0F: 2 clusters Score -2126518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2114303.750000 Penalty: 3180.156982
	Iteration 0F: 3 clusters Score -2114304 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2118794.500000 Penalty: 3180.156982
	Iteration 1F: 3 clusters Score -2118794 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2119176.250000 Penalty: 3180.156982
	Iteration 2F: 3 clusters Score -2119176 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2119489.750000 Penalty: 3180.156982
	Iteration 3Q: 3 clusters Score -2119490 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2119746.500000 Penalty: 3180.156982
	Iteration 4Q: 3 clusters Score -2119746 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2119977.750000 Penalty: 3180.156982
	Iteration 5Q: 3 clusters Score -2119978 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2120232.500000 Penalty: 3180.156982
	Iteration 6Q: 3 clusters Score -2120232 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2120488.750000 Penalty: 3180.156982
	Iteration 7Q: 3 clusters Score -2120489 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2120820.750000 Penalty: 3180.156982
	Iteration 8Q: 3 clusters Score -2120821 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2121200.250000 Penalty: 3180.156982
	Iteration 9Q: 3 clusters Score -2121200 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2121619.250000 Penalty: 3180.156982
	Iteration 10Q: 3 clusters Score -2121619 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2122083.750000 Penalty: 3180.156982
	Iteration 11Q: 3 clusters Score -2122084 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2122520.000000 Penalty: 3180.156982
	Iteration 12Q: 3 clusters Score -2122520 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2122877.250000 Penalty: 3180.156982
	Iteration 13Q: 3 clusters Score -2122877 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2123193.500000 Penalty: 3180.156982
	Iteration 14Q: 3 clusters Score -2123194 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2123503.500000 Penalty: 3180.156982
	Iteration 15Q: 3 clusters Score -2123504 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2123781.500000 Penalty: 3180.156982
	Iteration 16Q: 3 clusters Score -2123782 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2124023.750000 Penalty: 3180.156982
	Iteration 17Q: 3 clusters Score -2124024 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2124243.000000 Penalty: 3180.156982
	Iteration 18Q: 3 clusters Score -2124243 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2124429.250000 Penalty: 3180.156982
	Iteration 19Q: 3 clusters Score -2124429 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2124578.500000 Penalty: 3180.156982
	Iteration 20F: 3 clusters Score -2124578 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2124725.500000 Penalty: 3180.156982
	Iteration 21Q: 3 clusters Score -2124726 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2124835.750000 Penalty: 3180.156982
	Iteration 22Q: 3 clusters Score -2124836 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2124923.750000 Penalty: 3180.156982
	Iteration 23Q: 3 clusters Score -2124924 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2124996.000000 Penalty: 3180.156982
	Iteration 24Q: 3 clusters Score -2124996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2125049.250000 Penalty: 3180.156982
	Iteration 25Q: 3 clusters Score -2125049 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2125083.250000 Penalty: 3180.156982
	Iteration 26Q: 3 clusters Score -2125083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2125107.000000 Penalty: 3180.156982
	Iteration 27Q: 3 clusters Score -2125107 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2125124.750000 Penalty: 3180.156982
	Iteration 28Q: 3 clusters Score -2125125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2125146.000000 Penalty: 3180.156982
	Iteration 29Q: 3 clusters Score -2125146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2125157.750000 Penalty: 3180.156982
	Iteration 30Q: 3 clusters Score -2125158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2125169.500000 Penalty: 3180.156982
	Iteration 31Q: 3 clusters Score -2125170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2125177.000000 Penalty: 3180.156982
	Iteration 32Q: 3 clusters Score -2125177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2125183.250000 Penalty: 3180.156982
	Iteration 33Q: 3 clusters Score -2125183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2125186.000000 Penalty: 3180.156982
	Iteration 34Q: 3 clusters Score -2125186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2125190.500000 Penalty: 3180.156982
	Iteration 35Q: 3 clusters Score -2125190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2125195.000000 Penalty: 3180.156982
	Iteration 36Q: 3 clusters Score -2125195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2125199.750000 Penalty: 3180.156982
	Iteration 37Q: 3 clusters Score -2125200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2125201.250000 Penalty: 3180.156982
	Iteration 38Q: 3 clusters Score -2125201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2125204.000000 Penalty: 3180.156982
	Iteration 39Q: 3 clusters Score -2125204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2125204.000000 Penalty: 3180.156982
	Iteration 40F: 3 clusters Score -2125204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2125204.750000 Penalty: 3180.156982
	Iteration 41Q: 3 clusters Score -2125205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2125204.750000 Penalty: 3180.156982
	Iteration 42F: 3 clusters Score -2125205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (72382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Entering Unmasked Estep 
Score: -9017068.000000 Penalty: 1818.328247
	Iteration 0F: 2 clusters Score -9017068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -8971062.000000 Penalty: 3636.656494
	Iteration 0F: 3 clusters Score -8971062 nChanged 34446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -8990942.000000 Penalty: 3636.656494
	Iteration 1F: 3 clusters Score -8990942 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -8991615.000000 Penalty: 3636.656494
	Iteration 2Q: 3 clusters Score -8991615 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -8992324.000000 Penalty: 3636.656494
	Iteration 3Q: 3 clusters Score -8992324 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -8993469.000000 Penalty: 3636.656494
	Iteration 4Q: 3 clusters Score -8993469 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -8995142.000000 Penalty: 3636.656494
	Iteration 5Q: 3 clusters Score -8995142 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -8997941.000000 Penalty: 3636.656494
	Iteration 6F: 3 clusters Score -8997941 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -9001983.000000 Penalty: 3636.656494
	Iteration 7F: 3 clusters Score -9001983 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -9006726.000000 Penalty: 3636.656494
	Iteration 8F: 3 clusters Score -9006726 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -9010648.000000 Penalty: 3636.656494
	Iteration 9F: 3 clusters Score -9010648 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -9013222.000000 Penalty: 3636.656494
	Iteration 10Q: 3 clusters Score -9013222 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -9014647.000000 Penalty: 3636.656494
	Iteration 11Q: 3 clusters Score -9014647 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70633 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9015328.000000 Penalty: 3636.656494
	Iteration 12Q: 3 clusters Score -9015328 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71165 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9015685.000000 Penalty: 3636.656494
	Iteration 13Q: 3 clusters Score -9015685 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9015854.000000 Penalty: 3636.656494
	Iteration 14Q: 3 clusters Score -9015854 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9015939.000000 Penalty: 3636.656494
	Iteration 15Q: 3 clusters Score -9015939 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9016001.000000 Penalty: 3636.656494
	Iteration 16Q: 3 clusters Score -9016001 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9016029.000000 Penalty: 3636.656494
	Iteration 17Q: 3 clusters Score -9016029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71748 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9016041.000000 Penalty: 3636.656494
	Iteration 18Q: 3 clusters Score -9016041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9016043.000000 Penalty: 3636.656494
	Iteration 19Q: 3 clusters Score -9016043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9016056.000000 Penalty: 3636.656494
	Iteration 20F: 3 clusters Score -9016056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9016065.000000 Penalty: 3636.656494
	Iteration 21Q: 3 clusters Score -9016065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71802 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9016071.000000 Penalty: 3636.656494
	Iteration 22Q: 3 clusters Score -9016071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9016083.000000 Penalty: 3636.656494
	Iteration 23Q: 3 clusters Score -9016083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9016081.000000 Penalty: 3636.656494
	Iteration 24Q: 3 clusters Score -9016081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9016084.000000 Penalty: 3636.656494
	Iteration 25Q: 3 clusters Score -9016084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9016080.000000 Penalty: 3636.656494
	Iteration 26Q: 3 clusters Score -9016080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71832 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9016084.000000 Penalty: 3636.656494
	Iteration 27Q: 3 clusters Score -9016084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9016089.000000 Penalty: 3636.656494
	Iteration 28Q: 3 clusters Score -9016089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9016090.000000 Penalty: 3636.656494
	Iteration 29Q: 3 clusters Score -9016090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9016102.000000 Penalty: 3636.656494
	Iteration 30Q: 3 clusters Score -9016102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9016108.000000 Penalty: 3636.656494
	Iteration 31Q: 3 clusters Score -9016108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71854 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9016116.000000 Penalty: 3636.656494
	Iteration 32Q: 3 clusters Score -9016116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9016120.000000 Penalty: 3636.656494
	Iteration 33Q: 3 clusters Score -9016120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9016118.000000 Penalty: 3636.656494
	Iteration 34Q: 3 clusters Score -9016118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9016121.000000 Penalty: 3636.656494
	Iteration 35Q: 3 clusters Score -9016121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9016112.000000 Penalty: 3636.656494
	Iteration 36Q: 3 clusters Score -9016112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9016112.000000 Penalty: 3636.656494
	Iteration 37F: 3 clusters Score -9016112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18541.357422 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -18541.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17925.664062 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -17925.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -18067.175781 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -18067.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -18075.417969 Penalty: 1708.686035
	Iteration 2Q: 3 clusters Score -18075.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -18075.417969 Penalty: 1708.686035
	Iteration 3F: 3 clusters Score -18075.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Entering Unmasked Estep 
Score: -2910758.750000 Penalty: 1635.322021
	Iteration 0F: 2 clusters Score -2910759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2894811.750000 Penalty: 3270.644043
	Iteration 0F: 3 clusters Score -2894812 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2900712.500000 Penalty: 3270.644043
	Iteration 1F: 3 clusters Score -2900712 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2901071.000000 Penalty: 3270.644043
	Iteration 2Q: 3 clusters Score -2901071 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2901423.500000 Penalty: 3270.644043
	Iteration 3Q: 3 clusters Score -2901424 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2901721.750000 Penalty: 3270.644043
	Iteration 4Q: 3 clusters Score -2901722 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2902047.250000 Penalty: 3270.644043
	Iteration 5Q: 3 clusters Score -2902047 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2902430.500000 Penalty: 3270.644043
	Iteration 6Q: 3 clusters Score -2902430 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2902933.000000 Penalty: 3270.644043
	Iteration 7Q: 3 clusters Score -2902933 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2903524.000000 Penalty: 3270.644043
	Iteration 8Q: 3 clusters Score -2903524 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2904246.250000 Penalty: 3270.644043
	Iteration 9F: 3 clusters Score -2904246 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2905139.500000 Penalty: 3270.644043
	Iteration 10F: 3 clusters Score -2905140 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2906048.500000 Penalty: 3270.644043
	Iteration 11F: 3 clusters Score -2906048 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2906930.250000 Penalty: 3270.644043
	Iteration 12Q: 3 clusters Score -2906930 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2907728.750000 Penalty: 3270.644043
	Iteration 13Q: 3 clusters Score -2907729 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2908374.000000 Penalty: 3270.644043
	Iteration 14Q: 3 clusters Score -2908374 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2908797.000000 Penalty: 3270.644043
	Iteration 15Q: 3 clusters Score -2908797 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2909016.750000 Penalty: 3270.644043
	Iteration 16Q: 3 clusters Score -2909017 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2909170.500000 Penalty: 3270.644043
	Iteration 17Q: 3 clusters Score -2909170 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2909275.250000 Penalty: 3270.644043
	Iteration 18Q: 3 clusters Score -2909275 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2909354.000000 Penalty: 3270.644043
	Iteration 19Q: 3 clusters Score -2909354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2909410.750000 Penalty: 3270.644043
	Iteration 20F: 3 clusters Score -2909411 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2909467.750000 Penalty: 3270.644043
	Iteration 21Q: 3 clusters Score -2909468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2909519.250000 Penalty: 3270.644043
	Iteration 22Q: 3 clusters Score -2909519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2909552.500000 Penalty: 3270.644043
	Iteration 23Q: 3 clusters Score -2909552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2909587.750000 Penalty: 3270.644043
	Iteration 24Q: 3 clusters Score -2909588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2909639.750000 Penalty: 3270.644043
	Iteration 25Q: 3 clusters Score -2909640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2909679.750000 Penalty: 3270.644043
	Iteration 26Q: 3 clusters Score -2909680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2909707.250000 Penalty: 3270.644043
	Iteration 27Q: 3 clusters Score -2909707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2909738.250000 Penalty: 3270.644043
	Iteration 28Q: 3 clusters Score -2909738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2909762.000000 Penalty: 3270.644043
	Iteration 29Q: 3 clusters Score -2909762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2909781.500000 Penalty: 3270.644043
	Iteration 30Q: 3 clusters Score -2909782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2909797.750000 Penalty: 3270.644043
	Iteration 31Q: 3 clusters Score -2909798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2909806.500000 Penalty: 3270.644043
	Iteration 32Q: 3 clusters Score -2909806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2909815.750000 Penalty: 3270.644043
	Iteration 33Q: 3 clusters Score -2909816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2909819.000000 Penalty: 3270.644043
	Iteration 34Q: 3 clusters Score -2909819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2909833.500000 Penalty: 3270.644043
	Iteration 35Q: 3 clusters Score -2909834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2909833.500000 Penalty: 3270.644043
	Iteration 36Q: 3 clusters Score -2909834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2909840.500000 Penalty: 3270.644043
	Iteration 37Q: 3 clusters Score -2909840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2909842.500000 Penalty: 3270.644043
	Iteration 38Q: 3 clusters Score -2909842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2909844.500000 Penalty: 3270.644043
	Iteration 39Q: 3 clusters Score -2909844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2909846.000000 Penalty: 3270.644043
	Iteration 40F: 3 clusters Score -2909846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2909844.500000 Penalty: 3270.644043
	Iteration 41Q: 3 clusters Score -2909844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2909841.750000 Penalty: 3270.644043
	Iteration 42Q: 3 clusters Score -2909842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2909845.250000 Penalty: 3270.644043
	Iteration 43Q: 3 clusters Score -2909845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2909844.000000 Penalty: 3270.644043
	Iteration 44Q: 3 clusters Score -2909844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2909844.000000 Penalty: 3270.644043
	Iteration 45F: 3 clusters Score -2909844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -283845.406250 Penalty: 1256.438721
	Iteration 0F: 2 clusters Score -283845.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -281541.218750 Penalty: 2512.877441
	Iteration 0F: 3 clusters Score -281541.2 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -282014.031250 Penalty: 2512.877441
	Iteration 1F: 3 clusters Score -282014 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -282132.468750 Penalty: 2512.877441
	Iteration 2F: 3 clusters Score -282132.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -282210.531250 Penalty: 2512.877441
	Iteration 3F: 3 clusters Score -282210.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -282267.250000 Penalty: 2512.877441
	Iteration 4Q: 3 clusters Score -282267.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -282323.687500 Penalty: 2512.877441
	Iteration 5Q: 3 clusters Score -282323.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -282379.812500 Penalty: 2512.877441
	Iteration 6Q: 3 clusters Score -282379.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -282416.312500 Penalty: 2512.877441
	Iteration 7Q: 3 clusters Score -282416.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -282440.968750 Penalty: 2512.877441
	Iteration 8Q: 3 clusters Score -282441 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -282466.843750 Penalty: 2512.877441
	Iteration 9Q: 3 clusters Score -282466.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -282502.750000 Penalty: 2512.877441
	Iteration 10Q: 3 clusters Score -282502.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -282544.812500 Penalty: 2512.877441
	Iteration 11Q: 3 clusters Score -282544.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -282585.187500 Penalty: 2512.877441
	Iteration 12Q: 3 clusters Score -282585.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -282633.125000 Penalty: 2512.877441
	Iteration 13Q: 3 clusters Score -282633.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -282669.531250 Penalty: 2512.877441
	Iteration 14Q: 3 clusters Score -282669.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -282702.375000 Penalty: 2512.877441
	Iteration 15Q: 3 clusters Score -282702.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -282742.000000 Penalty: 2512.877441
	Iteration 16Q: 3 clusters Score -282742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -282782.937500 Penalty: 2512.877441
	Iteration 17Q: 3 clusters Score -282782.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -282809.875000 Penalty: 2512.877441
	Iteration 18Q: 3 clusters Score -282809.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -282832.250000 Penalty: 2512.877441
	Iteration 19Q: 3 clusters Score -282832.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -282850.781250 Penalty: 2512.877441
	Iteration 20F: 3 clusters Score -282850.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -282866.687500 Penalty: 2512.877441
	Iteration 21Q: 3 clusters Score -282866.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -282881.281250 Penalty: 2512.877441
	Iteration 22Q: 3 clusters Score -282881.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -282895.875000 Penalty: 2512.877441
	Iteration 23Q: 3 clusters Score -282895.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -282907.062500 Penalty: 2512.877441
	Iteration 24Q: 3 clusters Score -282907.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -282923.312500 Penalty: 2512.877441
	Iteration 25Q: 3 clusters Score -282923.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -282936.906250 Penalty: 2512.877441
	Iteration 26Q: 3 clusters Score -282936.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -282946.500000 Penalty: 2512.877441
	Iteration 27Q: 3 clusters Score -282946.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -282951.406250 Penalty: 2512.877441
	Iteration 28Q: 3 clusters Score -282951.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -282955.156250 Penalty: 2512.877441
	Iteration 29Q: 3 clusters Score -282955.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -282963.343750 Penalty: 2512.877441
	Iteration 30Q: 3 clusters Score -282963.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -282979.062500 Penalty: 2512.877441
	Iteration 31Q: 3 clusters Score -282979.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -282991.343750 Penalty: 2512.877441
	Iteration 32Q: 3 clusters Score -282991.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -282995.031250 Penalty: 2512.877441
	Iteration 33Q: 3 clusters Score -282995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -282998.875000 Penalty: 2512.877441
	Iteration 34Q: 3 clusters Score -282998.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -282999.312500 Penalty: 2512.877441
	Iteration 35Q: 3 clusters Score -282999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -282999.468750 Penalty: 2512.877441
	Iteration 36Q: 3 clusters Score -282999.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -282999.468750 Penalty: 2512.877441
	Iteration 37F: 3 clusters Score -282999.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Entering Unmasked Estep 
Score: -8889360.000000 Penalty: 1816.787720
	Iteration 0F: 2 clusters Score -8889360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -8844151.000000 Penalty: 3633.575439
	Iteration 0F: 3 clusters Score -8844151 nChanged 34048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -8863736.000000 Penalty: 3633.575439
	Iteration 1F: 3 clusters Score -8863736 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -8864430.000000 Penalty: 3633.575439
	Iteration 2Q: 3 clusters Score -8864430 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -8865252.000000 Penalty: 3633.575439
	Iteration 3Q: 3 clusters Score -8865252 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -8866242.000000 Penalty: 3633.575439
	Iteration 4Q: 3 clusters Score -8866242 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -8867573.000000 Penalty: 3633.575439
	Iteration 5Q: 3 clusters Score -8867573 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -8869467.000000 Penalty: 3633.575439
	Iteration 6Q: 3 clusters Score -8869467 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -8872320.000000 Penalty: 3633.575439
	Iteration 7F: 3 clusters Score -8872320 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -8875685.000000 Penalty: 3633.575439
	Iteration 8F: 3 clusters Score -8875685 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -8878656.000000 Penalty: 3633.575439
	Iteration 9F: 3 clusters Score -8878656 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -8880424.000000 Penalty: 3633.575439
	Iteration 10Q: 3 clusters Score -8880424 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -8881594.000000 Penalty: 3633.575439
	Iteration 11Q: 3 clusters Score -8881594 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -8882518.000000 Penalty: 3633.575439
	Iteration 12Q: 3 clusters Score -8882518 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -8883421.000000 Penalty: 3633.575439
	Iteration 13Q: 3 clusters Score -8883421 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -8884195.000000 Penalty: 3633.575439
	Iteration 14Q: 3 clusters Score -8884195 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -8884907.000000 Penalty: 3633.575439
	Iteration 15Q: 3 clusters Score -8884907 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -8885518.000000 Penalty: 3633.575439
	Iteration 16Q: 3 clusters Score -8885518 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -8885914.000000 Penalty: 3633.575439
	Iteration 17Q: 3 clusters Score -8885914 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -8886129.000000 Penalty: 3633.575439
	Iteration 18Q: 3 clusters Score -8886129 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -8886385.000000 Penalty: 3633.575439
	Iteration 19Q: 3 clusters Score -8886385 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -8886545.000000 Penalty: 3633.575439
	Iteration 20F: 3 clusters Score -8886545 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -8886667.000000 Penalty: 3633.575439
	Iteration 21Q: 3 clusters Score -8886667 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -8886769.000000 Penalty: 3633.575439
	Iteration 22Q: 3 clusters Score -8886769 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -8886858.000000 Penalty: 3633.575439
	Iteration 23Q: 3 clusters Score -8886858 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -8886970.000000 Penalty: 3633.575439
	Iteration 24Q: 3 clusters Score -8886970 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -8887041.000000 Penalty: 3633.575439
	Iteration 25Q: 3 clusters Score -8887041 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -8887120.000000 Penalty: 3633.575439
	Iteration 26Q: 3 clusters Score -8887120 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -8887222.000000 Penalty: 3633.575439
	Iteration 27Q: 3 clusters Score -8887222 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -8887353.000000 Penalty: 3633.575439
	Iteration 28Q: 3 clusters Score -8887353 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -8887455.000000 Penalty: 3633.575439
	Iteration 29Q: 3 clusters Score -8887455 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -8887649.000000 Penalty: 3633.575439
	Iteration 30Q: 3 clusters Score -8887649 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -8887799.000000 Penalty: 3633.575439
	Iteration 31Q: 3 clusters Score -8887799 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -8887960.000000 Penalty: 3633.575439
	Iteration 32Q: 3 clusters Score -8887960 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8888143 nChanged 606
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8888289 nChanged 569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8888443 nChanged 512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8888507 nChanged 472
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8888613 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8888723 nChanged 443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8888817 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -8888892.000000 Penalty: 3633.575439
	Iteration 40F: 3 clusters Score -8888892 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -8888953.000000 Penalty: 3633.575439
	Iteration 41Q: 3 clusters Score -8888953 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8888965 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8889026 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8889076 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8889118 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8889163 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8889173 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -8889185.000000 Penalty: 3633.575439
	Iteration 48Q: 3 clusters Score -8889185 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -8889210.000000 Penalty: 3633.575439
	Iteration 49Q: 3 clusters Score -8889210 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -8889209.000000 Penalty: 3633.575439
	Iteration 50Q: 3 clusters Score -8889209 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -8889216.000000 Penalty: 3633.575439
	Iteration 51Q: 3 clusters Score -8889216 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -8889220.000000 Penalty: 3633.575439
	Iteration 52Q: 3 clusters Score -8889220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -8889213.000000 Penalty: 3633.575439
	Iteration 53Q: 3 clusters Score -8889213 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -8889200.000000 Penalty: 3633.575439
	Iteration 54Q: 3 clusters Score -8889200 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -8889221.000000 Penalty: 3633.575439
	Iteration 55Q: 3 clusters Score -8889221 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -8889211.000000 Penalty: 3633.575439
	Iteration 56Q: 3 clusters Score -8889211 nChanged 118
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Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -8889186.000000 Penalty: 3633.575439
	Iteration 57Q: 3 clusters Score -8889186 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8889187 nChanged 99
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Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -8889195.000000 Penalty: 3633.575439
	Iteration 59Q: 3 clusters Score -8889195 nChanged 95
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Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -8889224.000000 Penalty: 3633.575439
	Iteration 60F: 3 clusters Score -8889224 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -8889234.000000 Penalty: 3633.575439
	Iteration 61Q: 3 clusters Score -8889234 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -8889261.000000 Penalty: 3633.575439
	Iteration 62Q: 3 clusters Score -8889261 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -8889263.000000 Penalty: 3633.575439
	Iteration 63Q: 3 clusters Score -8889263 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -8889258.000000 Penalty: 3633.575439
	Iteration 64Q: 3 clusters Score -8889258 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -8889272.000000 Penalty: 3633.575439
	Iteration 65Q: 3 clusters Score -8889272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -8889281.000000 Penalty: 3633.575439
	Iteration 66Q: 3 clusters Score -8889281 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -8889259.000000 Penalty: 3633.575439
	Iteration 67Q: 3 clusters Score -8889259 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8889267 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -8889280.000000 Penalty: 3633.575439
	Iteration 69Q: 3 clusters Score -8889280 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -8889284.000000 Penalty: 3633.575439
	Iteration 70Q: 3 clusters Score -8889284 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -8889291.000000 Penalty: 3633.575439
	Iteration 71Q: 3 clusters Score -8889291 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8889265 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48501 members 
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Entering Unmasked Estep 
Score: -8889260.000000 Penalty: 3633.575439
	Iteration 73Q: 3 clusters Score -8889260 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8889258 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -8889255.000000 Penalty: 3633.575439
	Iteration 75Q: 3 clusters Score -8889255 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8889258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -8889256.000000 Penalty: 3633.575439
	Iteration 77Q: 3 clusters Score -8889256 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -8889262.000000 Penalty: 3633.575439
	Iteration 78Q: 3 clusters Score -8889262 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8889258 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -8889247.000000 Penalty: 3633.575439
	Iteration 80F: 3 clusters Score -8889247 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -8889257.000000 Penalty: 3633.575439
	Iteration 81Q: 3 clusters Score -8889257 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48862 members 
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Entering Unmasked Estep 
Score: -8889268.000000 Penalty: 3633.575439
	Iteration 82Q: 3 clusters Score -8889268 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48906 members 
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Entering Unmasked Estep 
Score: -8889275.000000 Penalty: 3633.575439
	Iteration 83Q: 3 clusters Score -8889275 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -8889274.000000 Penalty: 3633.575439
	Iteration 84Q: 3 clusters Score -8889274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -8889294.000000 Penalty: 3633.575439
	Iteration 85Q: 3 clusters Score -8889294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -8889300.000000 Penalty: 3633.575439
	Iteration 86Q: 3 clusters Score -8889300 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -8889299.000000 Penalty: 3633.575439
	Iteration 87Q: 3 clusters Score -8889299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -8889313.000000 Penalty: 3633.575439
	Iteration 88Q: 3 clusters Score -8889313 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -8889319.000000 Penalty: 3633.575439
	Iteration 89Q: 3 clusters Score -8889319 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8889319 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49213 members 
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Entering Unmasked Estep 
Score: -8889311.000000 Penalty: 3633.575439
	Iteration 91Q: 3 clusters Score -8889311 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -8889318.000000 Penalty: 3633.575439
	Iteration 92Q: 3 clusters Score -8889318 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49328 members 
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Entering Unmasked Estep 
Score: -8889316.000000 Penalty: 3633.575439
	Iteration 93Q: 3 clusters Score -8889316 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49396 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8889319 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49465 members 
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Entering Unmasked Estep 
Score: -8889332.000000 Penalty: 3633.575439
	Iteration 95Q: 3 clusters Score -8889332 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49522 members 
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Entering Unmasked Estep 
Score: -8889323.000000 Penalty: 3633.575439
	Iteration 96Q: 3 clusters Score -8889323 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49580 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8889324 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49629 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8889320 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8889318 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -8889315.000000 Penalty: 3633.575439
	Iteration 100F: 3 clusters Score -8889315 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -8889307.000000 Penalty: 3633.575439
	Iteration 101Q: 3 clusters Score -8889307 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49846 members 
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Entering Unmasked Estep 
Score: -8889302.000000 Penalty: 3633.575439
	Iteration 102Q: 3 clusters Score -8889302 nChanged 51
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Mstep: Class 1 contains 49897 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8889299 nChanged 51
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Mstep: Class 1 contains 49946 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8889295 nChanged 66
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Mstep: Class 1 contains 50010 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8889294 nChanged 70
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Mstep: Class 1 contains 50078 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8889316 nChanged 74
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8889315 nChanged 59
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	Iteration 108Q: 3 clusters Score -8889326 nChanged 48
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	Iteration 109Q: 3 clusters Score -8889333 nChanged 33
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	Iteration 110Q: 3 clusters Score -8889323 nChanged 28
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8889316 nChanged 24
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8889300 nChanged 22
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	Iteration 113Q: 3 clusters Score -8889300 nChanged 17
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	Iteration 114Q: 3 clusters Score -8889304 nChanged 16
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8889307 nChanged 11
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	Iteration 116Q: 3 clusters Score -8889308 nChanged 13
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8889318 nChanged 15
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8889316 nChanged 9
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	Iteration 119Q: 3 clusters Score -8889308 nChanged 11
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8889306 nChanged 15
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	Iteration 121Q: 3 clusters Score -8889308 nChanged 15
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	Iteration 122Q: 3 clusters Score -8889309 nChanged 20
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8889311 nChanged 19
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	Iteration 124Q: 3 clusters Score -8889311 nChanged 15
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	Iteration 125Q: 3 clusters Score -8889319 nChanged 21
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	Iteration 126Q: 3 clusters Score -8889320 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8889316 nChanged 31
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Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8889303 nChanged 36
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Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8889310 nChanged 26
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Mstep: Class 2 contains 21035 members 
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	Iteration 130Q: 3 clusters Score -8889299 nChanged 32
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	Iteration 131Q: 3 clusters Score -8889307 nChanged 38
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Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8889307 nChanged 36
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8889321 nChanged 24
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8889334 nChanged 26
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8889324 nChanged 27
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8889330 nChanged 25
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Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8889320 nChanged 37
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Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8889300 nChanged 41
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	Iteration 139Q: 3 clusters Score -8889317 nChanged 42
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8889313 nChanged 51
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Mstep: Class 1 contains 51037 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8889306 nChanged 57
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Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8889315 nChanged 51
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Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8889317 nChanged 58
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Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8889335 nChanged 59
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Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8889325 nChanged 59
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Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8889324 nChanged 70
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8889318 nChanged 73
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Mstep: Class 1 contains 51458 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8889317 nChanged 67
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Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8889318 nChanged 63
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Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8889328 nChanged 51
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Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8889321 nChanged 45
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Mstep: Class 1 contains 51678 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8889328 nChanged 51
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Mstep: Class 1 contains 51729 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8889320 nChanged 46
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8889319 nChanged 44
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Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8889312 nChanged 35
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Mstep: Class 1 contains 51842 members 
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Entering Unmasked Estep 
Score: -8889302.000000 Penalty: 3633.575439
	Iteration 156Q: 3 clusters Score -8889302 nChanged 26
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Mstep: Class 1 contains 51866 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8889308 nChanged 27
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Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8889316 nChanged 32
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Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8889306 nChanged 31
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Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8889294 nChanged 27
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	Iteration 161Q: 3 clusters Score -8889296 nChanged 21
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Mstep: Class 1 contains 52002 members 
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	Iteration 162Q: 3 clusters Score -8889297 nChanged 29
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Mstep: Class 1 contains 52031 members 
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	Iteration 163Q: 3 clusters Score -8889302 nChanged 28
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Mstep: Class 1 contains 52059 members 
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	Iteration 164Q: 3 clusters Score -8889293 nChanged 34
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	Iteration 165Q: 3 clusters Score -8889291 nChanged 37
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	Iteration 166Q: 3 clusters Score -8889284 nChanged 33
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	Iteration 167Q: 3 clusters Score -8889285 nChanged 37
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	Iteration 168Q: 3 clusters Score -8889282 nChanged 46
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	Iteration 169Q: 3 clusters Score -8889286 nChanged 46
Entering Unmasked Mstep 
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Score: -8889280.000000 Penalty: 3633.575439
	Iteration 170Q: 3 clusters Score -8889280 nChanged 53
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Mstep: Class 1 contains 52345 members 
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	Iteration 171Q: 3 clusters Score -8889292 nChanged 46
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Mstep: Class 1 contains 52391 members 
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	Iteration 172Q: 3 clusters Score -8889289 nChanged 46
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	Iteration 173Q: 3 clusters Score -8889297 nChanged 57
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8889284 nChanged 34
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8889300 nChanged 37
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	Iteration 176Q: 3 clusters Score -8889303 nChanged 46
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	Iteration 177Q: 3 clusters Score -8889301 nChanged 45
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	Iteration 178Q: 3 clusters Score -8889295 nChanged 38
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	Iteration 179Q: 3 clusters Score -8889303 nChanged 39
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	Iteration 180F: 3 clusters Score -8889305 nChanged 43
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	Iteration 181Q: 3 clusters Score -8889300 nChanged 43
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	Iteration 182Q: 3 clusters Score -8889296 nChanged 43
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	Iteration 183Q: 3 clusters Score -8889289 nChanged 33
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	Iteration 184Q: 3 clusters Score -8889292 nChanged 32
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	Iteration 185Q: 3 clusters Score -8889297 nChanged 38
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	Iteration 186Q: 3 clusters Score -8889291 nChanged 43
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	Iteration 187Q: 3 clusters Score -8889289 nChanged 30
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	Iteration 188Q: 3 clusters Score -8889293 nChanged 27
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	Iteration 189Q: 3 clusters Score -8889287 nChanged 18
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	Iteration 190Q: 3 clusters Score -8889288 nChanged 15
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	Iteration 191Q: 3 clusters Score -8889293 nChanged 22
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	Iteration 192Q: 3 clusters Score -8889279 nChanged 26
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	Iteration 193Q: 3 clusters Score -8889281 nChanged 30
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	Iteration 194Q: 3 clusters Score -8889286 nChanged 26
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	Iteration 195Q: 3 clusters Score -8889282 nChanged 23
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	Iteration 196Q: 3 clusters Score -8889289 nChanged 37
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	Iteration 197Q: 3 clusters Score -8889298 nChanged 38
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	Iteration 198Q: 3 clusters Score -8889284 nChanged 32
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	Iteration 199Q: 3 clusters Score -8889293 nChanged 33
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	Iteration 200F: 3 clusters Score -8889293 nChanged 33
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	Iteration 201Q: 3 clusters Score -8889293 nChanged 36
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	Iteration 202Q: 3 clusters Score -8889299 nChanged 37
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	Iteration 203Q: 3 clusters Score -8889307 nChanged 34
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	Iteration 204Q: 3 clusters Score -8889311 nChanged 38
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	Iteration 205Q: 3 clusters Score -8889302 nChanged 44
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	Iteration 206Q: 3 clusters Score -8889308 nChanged 47
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	Iteration 207Q: 3 clusters Score -8889289 nChanged 51
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	Iteration 208Q: 3 clusters Score -8889288 nChanged 49
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	Iteration 209Q: 3 clusters Score -8889290 nChanged 51
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	Iteration 210Q: 3 clusters Score -8889296 nChanged 46
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	Iteration 211Q: 3 clusters Score -8889313 nChanged 52
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	Iteration 212Q: 3 clusters Score -8889303 nChanged 50
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	Iteration 213Q: 3 clusters Score -8889299 nChanged 54
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	Iteration 214Q: 3 clusters Score -8889301 nChanged 44
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	Iteration 215Q: 3 clusters Score -8889286 nChanged 44
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	Iteration 216Q: 3 clusters Score -8889291 nChanged 46
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	Iteration 217Q: 3 clusters Score -8889296 nChanged 48
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	Iteration 218Q: 3 clusters Score -8889285 nChanged 53
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	Iteration 219Q: 3 clusters Score -8889275 nChanged 51
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	Iteration 220F: 3 clusters Score -8889289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -8889274.000000 Penalty: 3633.575439
	Iteration 221Q: 3 clusters Score -8889274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8889267 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -8889285.000000 Penalty: 3633.575439
	Iteration 223Q: 3 clusters Score -8889285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -8889280.000000 Penalty: 3633.575439
	Iteration 224Q: 3 clusters Score -8889280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -8889278.000000 Penalty: 3633.575439
	Iteration 225Q: 3 clusters Score -8889278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8889286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -8889289.000000 Penalty: 3633.575439
	Iteration 227Q: 3 clusters Score -8889289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -8889302.000000 Penalty: 3633.575439
	Iteration 228Q: 3 clusters Score -8889302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -8889286.000000 Penalty: 3633.575439
	Iteration 229Q: 3 clusters Score -8889286 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -8889287.000000 Penalty: 3633.575439
	Iteration 230Q: 3 clusters Score -8889287 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -8889303.000000 Penalty: 3633.575439
	Iteration 231Q: 3 clusters Score -8889303 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -8889300.000000 Penalty: 3633.575439
	Iteration 232Q: 3 clusters Score -8889300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -8889287 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -8889298.000000 Penalty: 3633.575439
	Iteration 234Q: 3 clusters Score -8889298 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -8889309.000000 Penalty: 3633.575439
	Iteration 235Q: 3 clusters Score -8889309 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -8889281.000000 Penalty: 3633.575439
	Iteration 236Q: 3 clusters Score -8889281 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -8889283.000000 Penalty: 3633.575439
	Iteration 237Q: 3 clusters Score -8889283 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -8889294.000000 Penalty: 3633.575439
	Iteration 238Q: 3 clusters Score -8889294 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -8889302.000000 Penalty: 3633.575439
	Iteration 239Q: 3 clusters Score -8889302 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -8889327.000000 Penalty: 3633.575439
	Iteration 240F: 3 clusters Score -8889327 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -8889336.000000 Penalty: 3633.575439
	Iteration 241Q: 3 clusters Score -8889336 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -8889331.000000 Penalty: 3633.575439
	Iteration 242Q: 3 clusters Score -8889331 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -8889343.000000 Penalty: 3633.575439
	Iteration 243Q: 3 clusters Score -8889343 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -8889326.000000 Penalty: 3633.575439
	Iteration 244Q: 3 clusters Score -8889326 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -8889314.000000 Penalty: 3633.575439
	Iteration 245Q: 3 clusters Score -8889314 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -8889322.000000 Penalty: 3633.575439
	Iteration 246Q: 3 clusters Score -8889322 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -8889312.000000 Penalty: 3633.575439
	Iteration 247Q: 3 clusters Score -8889312 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -8889301.000000 Penalty: 3633.575439
	Iteration 248Q: 3 clusters Score -8889301 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -8889296.000000 Penalty: 3633.575439
	Iteration 249Q: 3 clusters Score -8889296 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -8889320.000000 Penalty: 3633.575439
	Iteration 250Q: 3 clusters Score -8889320 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -8889338.000000 Penalty: 3633.575439
	Iteration 251Q: 3 clusters Score -8889338 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -8889329.000000 Penalty: 3633.575439
	Iteration 252Q: 3 clusters Score -8889329 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -8889343.000000 Penalty: 3633.575439
	Iteration 253Q: 3 clusters Score -8889343 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -8889351.000000 Penalty: 3633.575439
	Iteration 254Q: 3 clusters Score -8889351 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -8889343 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -8889327.000000 Penalty: 3633.575439
	Iteration 256Q: 3 clusters Score -8889327 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -8889320.000000 Penalty: 3633.575439
	Iteration 257Q: 3 clusters Score -8889320 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -8889315.000000 Penalty: 3633.575439
	Iteration 258Q: 3 clusters Score -8889315 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -8889309.000000 Penalty: 3633.575439
	Iteration 259Q: 3 clusters Score -8889309 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -8889308.000000 Penalty: 3633.575439
	Iteration 260F: 3 clusters Score -8889308 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -8889300.000000 Penalty: 3633.575439
	Iteration 261Q: 3 clusters Score -8889300 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -8889291.000000 Penalty: 3633.575439
	Iteration 262Q: 3 clusters Score -8889291 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -8889292 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -8889294.000000 Penalty: 3633.575439
	Iteration 264Q: 3 clusters Score -8889294 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -8889281.000000 Penalty: 3633.575439
	Iteration 265Q: 3 clusters Score -8889281 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -8889277.000000 Penalty: 3633.575439
	Iteration 266Q: 3 clusters Score -8889277 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -8889279.000000 Penalty: 3633.575439
	Iteration 267Q: 3 clusters Score -8889279 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -8889257.000000 Penalty: 3633.575439
	Iteration 268Q: 3 clusters Score -8889257 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -8889238.000000 Penalty: 3633.575439
	Iteration 269Q: 3 clusters Score -8889238 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -8889225.000000 Penalty: 3633.575439
	Iteration 270Q: 3 clusters Score -8889225 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -8889205.000000 Penalty: 3633.575439
	Iteration 271Q: 3 clusters Score -8889205 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -8889194.000000 Penalty: 3633.575439
	Iteration 272Q: 3 clusters Score -8889194 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -8889166.000000 Penalty: 3633.575439
	Iteration 273Q: 3 clusters Score -8889166 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -8889175.000000 Penalty: 3633.575439
	Iteration 274Q: 3 clusters Score -8889175 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -8889167 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -8889166 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -8889166 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -8889156.000000 Penalty: 3633.575439
	Iteration 278Q: 3 clusters Score -8889156 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -8889144.000000 Penalty: 3633.575439
	Iteration 279Q: 3 clusters Score -8889144 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -8889133.000000 Penalty: 3633.575439
	Iteration 280F: 3 clusters Score -8889133 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61707 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -8889103.000000 Penalty: 3633.575439
	Iteration 281Q: 3 clusters Score -8889103 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -8889096.000000 Penalty: 3633.575439
	Iteration 282Q: 3 clusters Score -8889096 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -8889093.000000 Penalty: 3633.575439
	Iteration 283Q: 3 clusters Score -8889093 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -8889092 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -8889092 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -8889084.000000 Penalty: 3633.575439
	Iteration 286Q: 3 clusters Score -8889084 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -8889089.000000 Penalty: 3633.575439
	Iteration 287Q: 3 clusters Score -8889089 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -8889079.000000 Penalty: 3633.575439
	Iteration 288Q: 3 clusters Score -8889079 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -8889082.000000 Penalty: 3633.575439
	Iteration 289Q: 3 clusters Score -8889082 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -8889076.000000 Penalty: 3633.575439
	Iteration 290Q: 3 clusters Score -8889076 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -8889069.000000 Penalty: 3633.575439
	Iteration 291Q: 3 clusters Score -8889069 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -8889053.000000 Penalty: 3633.575439
	Iteration 292Q: 3 clusters Score -8889053 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -8889035.000000 Penalty: 3633.575439
	Iteration 293Q: 3 clusters Score -8889035 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -8889024.000000 Penalty: 3633.575439
	Iteration 294Q: 3 clusters Score -8889024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63292 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -8889023.000000 Penalty: 3633.575439
	Iteration 295Q: 3 clusters Score -8889023 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -8889028.000000 Penalty: 3633.575439
	Iteration 296Q: 3 clusters Score -8889028 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -8889026.000000 Penalty: 3633.575439
	Iteration 297Q: 3 clusters Score -8889026 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -8889009.000000 Penalty: 3633.575439
	Iteration 298Q: 3 clusters Score -8889009 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -8888989 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -8888972.000000 Penalty: 3633.575439
	Iteration 300F: 3 clusters Score -8888972 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -8888975.000000 Penalty: 3633.575439
	Iteration 301Q: 3 clusters Score -8888975 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -8888966.000000 Penalty: 3633.575439
	Iteration 302Q: 3 clusters Score -8888966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64033 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -8888956.000000 Penalty: 3633.575439
	Iteration 303Q: 3 clusters Score -8888956 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64101 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -8888949.000000 Penalty: 3633.575439
	Iteration 304Q: 3 clusters Score -8888949 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -8888918.000000 Penalty: 3633.575439
	Iteration 305Q: 3 clusters Score -8888918 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64220 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -8888926.000000 Penalty: 3633.575439
	Iteration 306Q: 3 clusters Score -8888926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -8888921.000000 Penalty: 3633.575439
	Iteration 307Q: 3 clusters Score -8888921 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -8888904.000000 Penalty: 3633.575439
	Iteration 308Q: 3 clusters Score -8888904 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -8888893.000000 Penalty: 3633.575439
	Iteration 309Q: 3 clusters Score -8888893 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64466 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -8888862.000000 Penalty: 3633.575439
	Iteration 310Q: 3 clusters Score -8888862 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -8888874.000000 Penalty: 3633.575439
	Iteration 311Q: 3 clusters Score -8888874 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -8888872.000000 Penalty: 3633.575439
	Iteration 312Q: 3 clusters Score -8888872 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -8888878.000000 Penalty: 3633.575439
	Iteration 313Q: 3 clusters Score -8888878 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64820 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -8888846 nChanged 38
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Mstep: Class 1 contains 65016 members 
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Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -8888845 nChanged 35
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Mstep: Class 1 contains 65051 members 
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Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -8888840 nChanged 27
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Mstep: Class 1 contains 65076 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -8888779 nChanged 15
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65284 members 
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Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -8888779 nChanged 12
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Mstep: Class 1 contains 65296 members 
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Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -8888770 nChanged 7
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Mstep: Class 1 contains 65303 members 
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Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -8888772 nChanged 5
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Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -8888780 nChanged 6
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Mstep: Class 1 contains 65314 members 
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Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -8888772 nChanged 10
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Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -8888764 nChanged 16
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Mstep: Class 1 contains 65340 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -8888751 nChanged 18
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -8888741 nChanged 19
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65621 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65637 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65677 members 
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	Iteration 356Q: 3 clusters Score -8888737 nChanged 19
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65724 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65745 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65763 members 
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	Iteration 360F: 3 clusters Score -8888743 nChanged 24
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Mstep: Class 1 contains 65787 members 
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	Iteration 361Q: 3 clusters Score -8888726 nChanged 22
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	Iteration 362Q: 3 clusters Score -8888746 nChanged 24
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	Iteration 363Q: 3 clusters Score -8888740 nChanged 25
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	Iteration 364Q: 3 clusters Score -8888747 nChanged 30
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	Iteration 365Q: 3 clusters Score -8888750 nChanged 21
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	Iteration 366Q: 3 clusters Score -8888749 nChanged 22
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	Iteration 367Q: 3 clusters Score -8888741 nChanged 13
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	Iteration 368Q: 3 clusters Score -8888728 nChanged 22
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	Iteration 369Q: 3 clusters Score -8888733 nChanged 24
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	Iteration 370Q: 3 clusters Score -8888735 nChanged 19
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Mstep: Class 1 contains 66001 members 
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	Iteration 371Q: 3 clusters Score -8888729 nChanged 29
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	Iteration 372Q: 3 clusters Score -8888736 nChanged 28
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	Iteration 373Q: 3 clusters Score -8888729 nChanged 26
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	Iteration 374Q: 3 clusters Score -8888729 nChanged 24
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	Iteration 375Q: 3 clusters Score -8888737 nChanged 21
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	Iteration 376Q: 3 clusters Score -8888737 nChanged 21
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	Iteration 377Q: 3 clusters Score -8888722 nChanged 18
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	Iteration 378Q: 3 clusters Score -8888725 nChanged 28
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	Iteration 379Q: 3 clusters Score -8888720 nChanged 31
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	Iteration 380F: 3 clusters Score -8888718 nChanged 20
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	Iteration 381Q: 3 clusters Score -8888714 nChanged 24
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	Iteration 382Q: 3 clusters Score -8888719 nChanged 25
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	Iteration 383Q: 3 clusters Score -8888726 nChanged 21
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	Iteration 386Q: 3 clusters Score -8888727 nChanged 34
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	Iteration 400F: 3 clusters Score -8888664 nChanged 20
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	Iteration 407Q: 3 clusters Score -8888648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -8888664.000000 Penalty: 3633.575439
	Iteration 408Q: 3 clusters Score -8888664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -8888646.000000 Penalty: 3633.575439
	Iteration 409Q: 3 clusters Score -8888646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -8888651.000000 Penalty: 3633.575439
	Iteration 410Q: 3 clusters Score -8888651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67029 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -8888655.000000 Penalty: 3633.575439
	Iteration 411Q: 3 clusters Score -8888655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -8888638.000000 Penalty: 3633.575439
	Iteration 412Q: 3 clusters Score -8888638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -8888638.000000 Penalty: 3633.575439
	Iteration 413Q: 3 clusters Score -8888638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67064 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -8888639.000000 Penalty: 3633.575439
	Iteration 414Q: 3 clusters Score -8888639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -8888633.000000 Penalty: 3633.575439
	Iteration 415Q: 3 clusters Score -8888633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -8888632.000000 Penalty: 3633.575439
	Iteration 416Q: 3 clusters Score -8888632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67092 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -8888619.000000 Penalty: 3633.575439
	Iteration 417Q: 3 clusters Score -8888619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -8888619.000000 Penalty: 3633.575439
	Iteration 418Q: 3 clusters Score -8888619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -8888618.000000 Penalty: 3633.575439
	Iteration 419Q: 3 clusters Score -8888618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -8888617.000000 Penalty: 3633.575439
	Iteration 420F: 3 clusters Score -8888617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -8888615.000000 Penalty: 3633.575439
	Iteration 421Q: 3 clusters Score -8888615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -8888615.000000 Penalty: 3633.575439
	Iteration 422Q: 3 clusters Score -8888615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -8888615.000000 Penalty: 3633.575439
	Iteration 423F: 3 clusters Score -8888615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -143660.000000 Penalty: 1147.048218
	Iteration 0F: 2 clusters Score -143660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -142138.984375 Penalty: 2294.096436
	Iteration 0F: 3 clusters Score -142139 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -142433.500000 Penalty: 2294.096436
	Iteration 1F: 3 clusters Score -142433.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -142505.359375 Penalty: 2294.096436
	Iteration 2F: 3 clusters Score -142505.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -142541.500000 Penalty: 2294.096436
	Iteration 3Q: 3 clusters Score -142541.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -142565.421875 Penalty: 2294.096436
	Iteration 4Q: 3 clusters Score -142565.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -142576.078125 Penalty: 2294.096436
	Iteration 5Q: 3 clusters Score -142576.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -142581.953125 Penalty: 2294.096436
	Iteration 6Q: 3 clusters Score -142582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -142587.625000 Penalty: 2294.096436
	Iteration 7Q: 3 clusters Score -142587.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142591.234375 Penalty: 2294.096436
	Iteration 8Q: 3 clusters Score -142591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -142592.953125 Penalty: 2294.096436
	Iteration 9Q: 3 clusters Score -142593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -142595.734375 Penalty: 2294.096436
	Iteration 10Q: 3 clusters Score -142595.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -142598.328125 Penalty: 2294.096436
	Iteration 11Q: 3 clusters Score -142598.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -142600.390625 Penalty: 2294.096436
	Iteration 12Q: 3 clusters Score -142600.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -142600.781250 Penalty: 2294.096436
	Iteration 13Q: 3 clusters Score -142600.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -142600.781250 Penalty: 2294.096436
	Iteration 14F: 3 clusters Score -142600.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -400052.656250 Penalty: 1316.965210
	Iteration 0F: 2 clusters Score -400052.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -397136.468750 Penalty: 2633.930420
	Iteration 0F: 3 clusters Score -397136.5 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -397848.968750 Penalty: 2633.930420
	Iteration 1F: 3 clusters Score -397849 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -397996.437500 Penalty: 2633.930420
	Iteration 2F: 3 clusters Score -397996.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -398083.625000 Penalty: 2633.930420
	Iteration 3Q: 3 clusters Score -398083.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -398157.031250 Penalty: 2633.930420
	Iteration 4Q: 3 clusters Score -398157 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -398213.031250 Penalty: 2633.930420
	Iteration 5Q: 3 clusters Score -398213 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -398256.906250 Penalty: 2633.930420
	Iteration 6Q: 3 clusters Score -398256.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -398291.156250 Penalty: 2633.930420
	Iteration 7Q: 3 clusters Score -398291.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -398316.187500 Penalty: 2633.930420
	Iteration 8Q: 3 clusters Score -398316.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -398337.625000 Penalty: 2633.930420
	Iteration 9Q: 3 clusters Score -398337.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -398353.750000 Penalty: 2633.930420
	Iteration 10Q: 3 clusters Score -398353.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -398374.062500 Penalty: 2633.930420
	Iteration 11Q: 3 clusters Score -398374.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -398385.406250 Penalty: 2633.930420
	Iteration 12Q: 3 clusters Score -398385.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -398392.750000 Penalty: 2633.930420
	Iteration 13Q: 3 clusters Score -398392.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -398401.875000 Penalty: 2633.930420
	Iteration 14Q: 3 clusters Score -398401.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -398411.031250 Penalty: 2633.930420
	Iteration 15Q: 3 clusters Score -398411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -398421.781250 Penalty: 2633.930420
	Iteration 16Q: 3 clusters Score -398421.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -398436.156250 Penalty: 2633.930420
	Iteration 17Q: 3 clusters Score -398436.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -398446.125000 Penalty: 2633.930420
	Iteration 18Q: 3 clusters Score -398446.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -398454.468750 Penalty: 2633.930420
	Iteration 19Q: 3 clusters Score -398454.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -398461.593750 Penalty: 2633.930420
	Iteration 20F: 3 clusters Score -398461.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -398466.218750 Penalty: 2633.930420
	Iteration 21Q: 3 clusters Score -398466.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -398468.187500 Penalty: 2633.930420
	Iteration 22Q: 3 clusters Score -398468.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -398471.062500 Penalty: 2633.930420
	Iteration 23Q: 3 clusters Score -398471.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -398473.156250 Penalty: 2633.930420
	Iteration 24Q: 3 clusters Score -398473.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -398476.281250 Penalty: 2633.930420
	Iteration 25Q: 3 clusters Score -398476.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -398479.187500 Penalty: 2633.930420
	Iteration 26Q: 3 clusters Score -398479.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -398482.750000 Penalty: 2633.930420
	Iteration 27Q: 3 clusters Score -398482.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -398484.656250 Penalty: 2633.930420
	Iteration 28Q: 3 clusters Score -398484.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -398487.562500 Penalty: 2633.930420
	Iteration 29Q: 3 clusters Score -398487.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -398490.968750 Penalty: 2633.930420
	Iteration 30Q: 3 clusters Score -398491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -398494.593750 Penalty: 2633.930420
	Iteration 31Q: 3 clusters Score -398494.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -398497.000000 Penalty: 2633.930420
	Iteration 32Q: 3 clusters Score -398497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -398500.843750 Penalty: 2633.930420
	Iteration 33Q: 3 clusters Score -398500.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -398502.937500 Penalty: 2633.930420
	Iteration 34Q: 3 clusters Score -398502.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -398503.437500 Penalty: 2633.930420
	Iteration 35Q: 3 clusters Score -398503.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -398508.062500 Penalty: 2633.930420
	Iteration 36Q: 3 clusters Score -398508.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -398512.343750 Penalty: 2633.930420
	Iteration 37Q: 3 clusters Score -398512.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -398515.531250 Penalty: 2633.930420
	Iteration 38Q: 3 clusters Score -398515.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -398520.312500 Penalty: 2633.930420
	Iteration 39Q: 3 clusters Score -398520.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -398529.812500 Penalty: 2633.930420
	Iteration 40F: 3 clusters Score -398529.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -398538.187500 Penalty: 2633.930420
	Iteration 41Q: 3 clusters Score -398538.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -398545.250000 Penalty: 2633.930420
	Iteration 42Q: 3 clusters Score -398545.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -398552.656250 Penalty: 2633.930420
	Iteration 43Q: 3 clusters Score -398552.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -398560.281250 Penalty: 2633.930420
	Iteration 44Q: 3 clusters Score -398560.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -398570.281250 Penalty: 2633.930420
	Iteration 45Q: 3 clusters Score -398570.3 nChanged 18
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: -398576.375000 Penalty: 2633.930420
	Iteration 46Q: 3 clusters Score -398576.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -398583.687500 Penalty: 2633.930420
	Iteration 47Q: 3 clusters Score -398583.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -398591.843750 Penalty: 2633.930420
	Iteration 48Q: 3 clusters Score -398591.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -398600.250000 Penalty: 2633.930420
	Iteration 49Q: 3 clusters Score -398600.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -398605.968750 Penalty: 2633.930420
	Iteration 50Q: 3 clusters Score -398606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -398611.468750 Penalty: 2633.930420
	Iteration 51Q: 3 clusters Score -398611.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -398618.437500 Penalty: 2633.930420
	Iteration 52Q: 3 clusters Score -398618.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -398621.781250 Penalty: 2633.930420
	Iteration 53Q: 3 clusters Score -398621.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -398624.937500 Penalty: 2633.930420
	Iteration 54Q: 3 clusters Score -398624.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -398627.343750 Penalty: 2633.930420
	Iteration 55Q: 3 clusters Score -398627.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -398630.625000 Penalty: 2633.930420
	Iteration 56Q: 3 clusters Score -398630.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -398634.625000 Penalty: 2633.930420
	Iteration 57Q: 3 clusters Score -398634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -398638.375000 Penalty: 2633.930420
	Iteration 58Q: 3 clusters Score -398638.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -398644.312500 Penalty: 2633.930420
	Iteration 59Q: 3 clusters Score -398644.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -398649.187500 Penalty: 2633.930420
	Iteration 60F: 3 clusters Score -398649.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -398654.968750 Penalty: 2633.930420
	Iteration 61Q: 3 clusters Score -398655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -398660.906250 Penalty: 2633.930420
	Iteration 62Q: 3 clusters Score -398660.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -398670.718750 Penalty: 2633.930420
	Iteration 63Q: 3 clusters Score -398670.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -398677.875000 Penalty: 2633.930420
	Iteration 64Q: 3 clusters Score -398677.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -398683.937500 Penalty: 2633.930420
	Iteration 65Q: 3 clusters Score -398683.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -398690.656250 Penalty: 2633.930420
	Iteration 66Q: 3 clusters Score -398690.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -398697.375000 Penalty: 2633.930420
	Iteration 67Q: 3 clusters Score -398697.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -398702.000000 Penalty: 2633.930420
	Iteration 68Q: 3 clusters Score -398702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -398706.531250 Penalty: 2633.930420
	Iteration 69Q: 3 clusters Score -398706.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -398711.218750 Penalty: 2633.930420
	Iteration 70Q: 3 clusters Score -398711.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -398715.437500 Penalty: 2633.930420
	Iteration 71Q: 3 clusters Score -398715.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -398720.093750 Penalty: 2633.930420
	Iteration 72Q: 3 clusters Score -398720.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -398725.937500 Penalty: 2633.930420
	Iteration 73Q: 3 clusters Score -398725.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -398732.500000 Penalty: 2633.930420
	Iteration 74Q: 3 clusters Score -398732.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -398737.750000 Penalty: 2633.930420
	Iteration 75Q: 3 clusters Score -398737.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -398741.125000 Penalty: 2633.930420
	Iteration 76Q: 3 clusters Score -398741.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -398745.125000 Penalty: 2633.930420
	Iteration 77Q: 3 clusters Score -398745.1 nChanged 8
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: -398746.687500 Penalty: 2633.930420
	Iteration 78Q: 3 clusters Score -398746.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -398750.656250 Penalty: 2633.930420
	Iteration 79Q: 3 clusters Score -398750.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -398754.250000 Penalty: 2633.930420
	Iteration 80F: 3 clusters Score -398754.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -398758.687500 Penalty: 2633.930420
	Iteration 81Q: 3 clusters Score -398758.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -398762.218750 Penalty: 2633.930420
	Iteration 82Q: 3 clusters Score -398762.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -398765.187500 Penalty: 2633.930420
	Iteration 83Q: 3 clusters Score -398765.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -398769.093750 Penalty: 2633.930420
	Iteration 84Q: 3 clusters Score -398769.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -398774.187500 Penalty: 2633.930420
	Iteration 85Q: 3 clusters Score -398774.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -398779.593750 Penalty: 2633.930420
	Iteration 86Q: 3 clusters Score -398779.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -398786.750000 Penalty: 2633.930420
	Iteration 87Q: 3 clusters Score -398786.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -398792.781250 Penalty: 2633.930420
	Iteration 88Q: 3 clusters Score -398792.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -398799.281250 Penalty: 2633.930420
	Iteration 89Q: 3 clusters Score -398799.3 nChanged 19
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: -398806.750000 Penalty: 2633.930420
	Iteration 90Q: 3 clusters Score -398806.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -398809.875000 Penalty: 2633.930420
	Iteration 91Q: 3 clusters Score -398809.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -398814.343750 Penalty: 2633.930420
	Iteration 92Q: 3 clusters Score -398814.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -398819.375000 Penalty: 2633.930420
	Iteration 93Q: 3 clusters Score -398819.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -398824.281250 Penalty: 2633.930420
	Iteration 94Q: 3 clusters Score -398824.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -398829.625000 Penalty: 2633.930420
	Iteration 95Q: 3 clusters Score -398829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -398831.531250 Penalty: 2633.930420
	Iteration 96Q: 3 clusters Score -398831.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -398836.031250 Penalty: 2633.930420
	Iteration 97Q: 3 clusters Score -398836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -398837.406250 Penalty: 2633.930420
	Iteration 98Q: 3 clusters Score -398837.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -398839.031250 Penalty: 2633.930420
	Iteration 99Q: 3 clusters Score -398839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -398840.312500 Penalty: 2633.930420
	Iteration 100F: 3 clusters Score -398840.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -398840.250000 Penalty: 2633.930420
	Iteration 101Q: 3 clusters Score -398840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -398840.812500 Penalty: 2633.930420
	Iteration 102Q: 3 clusters Score -398840.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -398840.812500 Penalty: 2633.930420
	Iteration 103F: 3 clusters Score -398840.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Entering Unmasked Estep 
Score: -673991.250000 Penalty: 1405.990356
	Iteration 0F: 2 clusters Score -673991.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -669515.625000 Penalty: 2811.980713
	Iteration 0F: 3 clusters Score -669515.6 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -670798.625000 Penalty: 2811.980713
	Iteration 1F: 3 clusters Score -670798.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -671054.062500 Penalty: 2811.980713
	Iteration 2F: 3 clusters Score -671054.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -671247.875000 Penalty: 2811.980713
	Iteration 3F: 3 clusters Score -671247.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -671384.000000 Penalty: 2811.980713
	Iteration 4Q: 3 clusters Score -671384 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -671488.125000 Penalty: 2811.980713
	Iteration 5Q: 3 clusters Score -671488.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -671568.812500 Penalty: 2811.980713
	Iteration 6Q: 3 clusters Score -671568.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -671622.937500 Penalty: 2811.980713
	Iteration 7Q: 3 clusters Score -671622.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -671674.812500 Penalty: 2811.980713
	Iteration 8Q: 3 clusters Score -671674.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -671724.062500 Penalty: 2811.980713
	Iteration 9Q: 3 clusters Score -671724.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -671771.125000 Penalty: 2811.980713
	Iteration 10Q: 3 clusters Score -671771.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -671824.437500 Penalty: 2811.980713
	Iteration 11Q: 3 clusters Score -671824.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -671875.062500 Penalty: 2811.980713
	Iteration 12Q: 3 clusters Score -671875.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -671916.125000 Penalty: 2811.980713
	Iteration 13Q: 3 clusters Score -671916.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -671951.187500 Penalty: 2811.980713
	Iteration 14Q: 3 clusters Score -671951.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -671983.812500 Penalty: 2811.980713
	Iteration 15Q: 3 clusters Score -671983.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -672008.437500 Penalty: 2811.980713
	Iteration 16Q: 3 clusters Score -672008.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -672042.375000 Penalty: 2811.980713
	Iteration 17Q: 3 clusters Score -672042.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -672075.000000 Penalty: 2811.980713
	Iteration 18Q: 3 clusters Score -672075 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -672111.562500 Penalty: 2811.980713
	Iteration 19Q: 3 clusters Score -672111.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -672156.312500 Penalty: 2811.980713
	Iteration 20F: 3 clusters Score -672156.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -672205.812500 Penalty: 2811.980713
	Iteration 21Q: 3 clusters Score -672205.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -672246.562500 Penalty: 2811.980713
	Iteration 22Q: 3 clusters Score -672246.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -672295.375000 Penalty: 2811.980713
	Iteration 23Q: 3 clusters Score -672295.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -672341.500000 Penalty: 2811.980713
	Iteration 24Q: 3 clusters Score -672341.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -672381.562500 Penalty: 2811.980713
	Iteration 25Q: 3 clusters Score -672381.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -672413.437500 Penalty: 2811.980713
	Iteration 26Q: 3 clusters Score -672413.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -672446.312500 Penalty: 2811.980713
	Iteration 27Q: 3 clusters Score -672446.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -672477.562500 Penalty: 2811.980713
	Iteration 28Q: 3 clusters Score -672477.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -672505.750000 Penalty: 2811.980713
	Iteration 29Q: 3 clusters Score -672505.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -672523.937500 Penalty: 2811.980713
	Iteration 30Q: 3 clusters Score -672523.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -672539.250000 Penalty: 2811.980713
	Iteration 31Q: 3 clusters Score -672539.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -672554.875000 Penalty: 2811.980713
	Iteration 32Q: 3 clusters Score -672554.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -672572.187500 Penalty: 2811.980713
	Iteration 33Q: 3 clusters Score -672572.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -672585.687500 Penalty: 2811.980713
	Iteration 34Q: 3 clusters Score -672585.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -672595.812500 Penalty: 2811.980713
	Iteration 35Q: 3 clusters Score -672595.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -672603.687500 Penalty: 2811.980713
	Iteration 36Q: 3 clusters Score -672603.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -672614.812500 Penalty: 2811.980713
	Iteration 37Q: 3 clusters Score -672614.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -672619.937500 Penalty: 2811.980713
	Iteration 38Q: 3 clusters Score -672619.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -672623.812500 Penalty: 2811.980713
	Iteration 39Q: 3 clusters Score -672623.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -672629.687500 Penalty: 2811.980713
	Iteration 40F: 3 clusters Score -672629.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -672634.062500 Penalty: 2811.980713
	Iteration 41Q: 3 clusters Score -672634.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -672640.437500 Penalty: 2811.980713
	Iteration 42Q: 3 clusters Score -672640.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -672643.187500 Penalty: 2811.980713
	Iteration 43Q: 3 clusters Score -672643.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -672646.500000 Penalty: 2811.980713
	Iteration 44Q: 3 clusters Score -672646.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -672647.687500 Penalty: 2811.980713
	Iteration 45Q: 3 clusters Score -672647.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -672648.312500 Penalty: 2811.980713
	Iteration 46Q: 3 clusters Score -672648.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -672650.437500 Penalty: 2811.980713
	Iteration 47Q: 3 clusters Score -672650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -672651.125000 Penalty: 2811.980713
	Iteration 48Q: 3 clusters Score -672651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -672652.000000 Penalty: 2811.980713
	Iteration 49Q: 3 clusters Score -672652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -672651.562500 Penalty: 2811.980713
	Iteration 50Q: 3 clusters Score -672651.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -672651.562500 Penalty: 2811.980713
	Iteration 51F: 3 clusters Score -672651.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Entering Unmasked Estep 
Score: -5697958.500000 Penalty: 1741.493286
	Iteration 0F: 2 clusters Score -5697958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -5667798.000000 Penalty: 3482.986572
	Iteration 0F: 3 clusters Score -5667798 nChanged 21108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -5679610.500000 Penalty: 3482.986572
	Iteration 1F: 3 clusters Score -5679610 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -5679999.500000 Penalty: 3482.986572
	Iteration 2Q: 3 clusters Score -5680000 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -5680431.500000 Penalty: 3482.986572
	Iteration 3Q: 3 clusters Score -5680432 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -5680955.500000 Penalty: 3482.986572
	Iteration 4Q: 3 clusters Score -5680956 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -5681612.500000 Penalty: 3482.986572
	Iteration 5Q: 3 clusters Score -5681612 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -5682522.000000 Penalty: 3482.986572
	Iteration 6Q: 3 clusters Score -5682522 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -5683910.500000 Penalty: 3482.986572
	Iteration 7F: 3 clusters Score -5683910 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -5685984.000000 Penalty: 3482.986572
	Iteration 8F: 3 clusters Score -5685984 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -5688536.000000 Penalty: 3482.986572
	Iteration 9F: 3 clusters Score -5688536 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -5691139.500000 Penalty: 3482.986572
	Iteration 10F: 3 clusters Score -5691140 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -5693161.000000 Penalty: 3482.986572
	Iteration 11Q: 3 clusters Score -5693161 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5694515.500000 Penalty: 3482.986572
	Iteration 12Q: 3 clusters Score -5694516 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -5695362.000000 Penalty: 3482.986572
	Iteration 13Q: 3 clusters Score -5695362 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5695804.000000 Penalty: 3482.986572
	Iteration 14Q: 3 clusters Score -5695804 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5696140.500000 Penalty: 3482.986572
	Iteration 15Q: 3 clusters Score -5696140 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5696345.500000 Penalty: 3482.986572
	Iteration 16Q: 3 clusters Score -5696346 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5696469.500000 Penalty: 3482.986572
	Iteration 17Q: 3 clusters Score -5696470 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5696574.000000 Penalty: 3482.986572
	Iteration 18Q: 3 clusters Score -5696574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5696614.000000 Penalty: 3482.986572
	Iteration 19Q: 3 clusters Score -5696614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5696637.500000 Penalty: 3482.986572
	Iteration 20F: 3 clusters Score -5696638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5696650.000000 Penalty: 3482.986572
	Iteration 21Q: 3 clusters Score -5696650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5696659.000000 Penalty: 3482.986572
	Iteration 22Q: 3 clusters Score -5696659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5696668.000000 Penalty: 3482.986572
	Iteration 23Q: 3 clusters Score -5696668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5696674.000000 Penalty: 3482.986572
	Iteration 24Q: 3 clusters Score -5696674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5696686.000000 Penalty: 3482.986572
	Iteration 25Q: 3 clusters Score -5696686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5696697.000000 Penalty: 3482.986572
	Iteration 26Q: 3 clusters Score -5696697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5696695.500000 Penalty: 3482.986572
	Iteration 27Q: 3 clusters Score -5696696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5696694.000000 Penalty: 3482.986572
	Iteration 28Q: 3 clusters Score -5696694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5696695.000000 Penalty: 3482.986572
	Iteration 29Q: 3 clusters Score -5696695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5696692.500000 Penalty: 3482.986572
	Iteration 30Q: 3 clusters Score -5696692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5696699.000000 Penalty: 3482.986572
	Iteration 31Q: 3 clusters Score -5696699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5696699.000000 Penalty: 3482.986572
	Iteration 32F: 3 clusters Score -5696699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Entering Unmasked Estep 
Score: -1919213.375000 Penalty: 1564.002808
	Iteration 0F: 2 clusters Score -1919213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1908742.500000 Penalty: 3128.005615
	Iteration 0F: 3 clusters Score -1908742 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1912325.250000 Penalty: 3128.005615
	Iteration 1F: 3 clusters Score -1912325 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1912636.000000 Penalty: 3128.005615
	Iteration 2F: 3 clusters Score -1912636 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1912904.500000 Penalty: 3128.005615
	Iteration 3Q: 3 clusters Score -1912904 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1913179.500000 Penalty: 3128.005615
	Iteration 4Q: 3 clusters Score -1913180 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1913483.750000 Penalty: 3128.005615
	Iteration 5Q: 3 clusters Score -1913484 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1913873.125000 Penalty: 3128.005615
	Iteration 6Q: 3 clusters Score -1913873 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1914438.500000 Penalty: 3128.005615
	Iteration 7F: 3 clusters Score -1914438 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1915112.500000 Penalty: 3128.005615
	Iteration 8F: 3 clusters Score -1915112 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1915808.250000 Penalty: 3128.005615
	Iteration 9F: 3 clusters Score -1915808 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1916477.500000 Penalty: 3128.005615
	Iteration 10Q: 3 clusters Score -1916478 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1917050.500000 Penalty: 3128.005615
	Iteration 11Q: 3 clusters Score -1917050 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1917537.375000 Penalty: 3128.005615
	Iteration 12Q: 3 clusters Score -1917537 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1917915.625000 Penalty: 3128.005615
	Iteration 13Q: 3 clusters Score -1917916 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1918153.250000 Penalty: 3128.005615
	Iteration 14Q: 3 clusters Score -1918153 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1918275.375000 Penalty: 3128.005615
	Iteration 15Q: 3 clusters Score -1918275 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1918348.375000 Penalty: 3128.005615
	Iteration 16Q: 3 clusters Score -1918348 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1918391.750000 Penalty: 3128.005615
	Iteration 17Q: 3 clusters Score -1918392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1918414.875000 Penalty: 3128.005615
	Iteration 18Q: 3 clusters Score -1918415 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1918428.125000 Penalty: 3128.005615
	Iteration 19Q: 3 clusters Score -1918428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1918437.125000 Penalty: 3128.005615
	Iteration 20F: 3 clusters Score -1918437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1918439.250000 Penalty: 3128.005615
	Iteration 21Q: 3 clusters Score -1918439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1918440.625000 Penalty: 3128.005615
	Iteration 22Q: 3 clusters Score -1918441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1918441.750000 Penalty: 3128.005615
	Iteration 23Q: 3 clusters Score -1918442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1918437.125000 Penalty: 3128.005615
	Iteration 24Q: 3 clusters Score -1918437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1918438.375000 Penalty: 3128.005615
	Iteration 25Q: 3 clusters Score -1918438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1918439.500000 Penalty: 3128.005615
	Iteration 26Q: 3 clusters Score -1918440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1918442.125000 Penalty: 3128.005615
	Iteration 27Q: 3 clusters Score -1918442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1918441.375000 Penalty: 3128.005615
	Iteration 28Q: 3 clusters Score -1918441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1918441.250000 Penalty: 3128.005615
	Iteration 29Q: 3 clusters Score -1918441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1918442.750000 Penalty: 3128.005615
	Iteration 30Q: 3 clusters Score -1918443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1918442.875000 Penalty: 3128.005615
	Iteration 31Q: 3 clusters Score -1918443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1918444.375000 Penalty: 3128.005615
	Iteration 32Q: 3 clusters Score -1918444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1918444.000000 Penalty: 3128.005615
	Iteration 33Q: 3 clusters Score -1918444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1918446.375000 Penalty: 3128.005615
	Iteration 34Q: 3 clusters Score -1918446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1918446.250000 Penalty: 3128.005615
	Iteration 35Q: 3 clusters Score -1918446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1918446.250000 Penalty: 3128.005615
	Iteration 36F: 3 clusters Score -1918446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Entering Unmasked Estep 
Score: -4737568.500000 Penalty: 1710.744629
	Iteration 0F: 2 clusters Score -4737568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -4712652.500000 Penalty: 3421.489258
	Iteration 0F: 3 clusters Score -4712652 nChanged 17223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -4722373.000000 Penalty: 3421.489258
	Iteration 1F: 3 clusters Score -4722373 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -4723030.000000 Penalty: 3421.489258
	Iteration 2Q: 3 clusters Score -4723030 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -4724093.500000 Penalty: 3421.489258
	Iteration 3F: 3 clusters Score -4724094 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -4725669.000000 Penalty: 3421.489258
	Iteration 4F: 3 clusters Score -4725669 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -4728018.000000 Penalty: 3421.489258
	Iteration 5F: 3 clusters Score -4728018 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4730993.000000 Penalty: 3421.489258
	Iteration 6F: 3 clusters Score -4730993 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -4733331.000000 Penalty: 3421.489258
	Iteration 7F: 3 clusters Score -4733331 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -4734778.000000 Penalty: 3421.489258
	Iteration 8Q: 3 clusters Score -4734778 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4735438.500000 Penalty: 3421.489258
	Iteration 9Q: 3 clusters Score -4735438 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -4735763.000000 Penalty: 3421.489258
	Iteration 10Q: 3 clusters Score -4735763 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4735947.500000 Penalty: 3421.489258
	Iteration 11Q: 3 clusters Score -4735948 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -4736045.000000 Penalty: 3421.489258
	Iteration 12Q: 3 clusters Score -4736045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4736081.500000 Penalty: 3421.489258
	Iteration 13Q: 3 clusters Score -4736082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -4736112.500000 Penalty: 3421.489258
	Iteration 14Q: 3 clusters Score -4736112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -4736127.000000 Penalty: 3421.489258
	Iteration 15Q: 3 clusters Score -4736127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4736141.500000 Penalty: 3421.489258
	Iteration 16Q: 3 clusters Score -4736142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4736157.500000 Penalty: 3421.489258
	Iteration 17Q: 3 clusters Score -4736158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -4736167.000000 Penalty: 3421.489258
	Iteration 18Q: 3 clusters Score -4736167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -4736170.500000 Penalty: 3421.489258
	Iteration 19Q: 3 clusters Score -4736170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -4736171.500000 Penalty: 3421.489258
	Iteration 20F: 3 clusters Score -4736172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Entering Unmasked Estep 
Score: -5164978.500000 Penalty: 1727.629639
	Iteration 0F: 2 clusters Score -5164978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -5137324.500000 Penalty: 3455.259277
	Iteration 0F: 3 clusters Score -5137324 nChanged 19257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -5148034.000000 Penalty: 3455.259277
	Iteration 1F: 3 clusters Score -5148034 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -5148488.500000 Penalty: 3455.259277
	Iteration 2Q: 3 clusters Score -5148488 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -5148898.500000 Penalty: 3455.259277
	Iteration 3Q: 3 clusters Score -5148898 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -5149333.500000 Penalty: 3455.259277
	Iteration 4Q: 3 clusters Score -5149334 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -5149861.500000 Penalty: 3455.259277
	Iteration 5Q: 3 clusters Score -5149862 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -5150473.500000 Penalty: 3455.259277
	Iteration 6Q: 3 clusters Score -5150474 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -5151345.500000 Penalty: 3455.259277
	Iteration 7Q: 3 clusters Score -5151346 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -5152428.000000 Penalty: 3455.259277
	Iteration 8Q: 3 clusters Score -5152428 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -5153857.500000 Penalty: 3455.259277
	Iteration 9F: 3 clusters Score -5153858 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -5155628.500000 Penalty: 3455.259277
	Iteration 10F: 3 clusters Score -5155628 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -5157520.000000 Penalty: 3455.259277
	Iteration 11F: 3 clusters Score -5157520 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -5159440.000000 Penalty: 3455.259277
	Iteration 12F: 3 clusters Score -5159440 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -5161056.500000 Penalty: 3455.259277
	Iteration 13Q: 3 clusters Score -5161056 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -5162189.000000 Penalty: 3455.259277
	Iteration 14Q: 3 clusters Score -5162189 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -5162803.000000 Penalty: 3455.259277
	Iteration 15Q: 3 clusters Score -5162803 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -5163116.500000 Penalty: 3455.259277
	Iteration 16Q: 3 clusters Score -5163116 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -5163258.000000 Penalty: 3455.259277
	Iteration 17Q: 3 clusters Score -5163258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -5163328.500000 Penalty: 3455.259277
	Iteration 18Q: 3 clusters Score -5163328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -5163376.500000 Penalty: 3455.259277
	Iteration 19Q: 3 clusters Score -5163376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -5163416.000000 Penalty: 3455.259277
	Iteration 20F: 3 clusters Score -5163416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5163433.000000 Penalty: 3455.259277
	Iteration 21Q: 3 clusters Score -5163433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -5163444.000000 Penalty: 3455.259277
	Iteration 22Q: 3 clusters Score -5163444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -5163452.000000 Penalty: 3455.259277
	Iteration 23Q: 3 clusters Score -5163452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -5163455.500000 Penalty: 3455.259277
	Iteration 24Q: 3 clusters Score -5163456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -5163456.000000 Penalty: 3455.259277
	Iteration 25Q: 3 clusters Score -5163456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -5163460.500000 Penalty: 3455.259277
	Iteration 26Q: 3 clusters Score -5163460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -5163464.500000 Penalty: 3455.259277
	Iteration 27Q: 3 clusters Score -5163464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5163466.500000 Penalty: 3455.259277
	Iteration 28Q: 3 clusters Score -5163466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -5163473.500000 Penalty: 3455.259277
	Iteration 29Q: 3 clusters Score -5163474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -5163484.000000 Penalty: 3455.259277
	Iteration 30Q: 3 clusters Score -5163484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -5163494.000000 Penalty: 3455.259277
	Iteration 31Q: 3 clusters Score -5163494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -5163500.000000 Penalty: 3455.259277
	Iteration 32Q: 3 clusters Score -5163500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -5163504.000000 Penalty: 3455.259277
	Iteration 33Q: 3 clusters Score -5163504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -5163509.000000 Penalty: 3455.259277
	Iteration 34Q: 3 clusters Score -5163509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -5163513.000000 Penalty: 3455.259277
	Iteration 35Q: 3 clusters Score -5163513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -5163514.000000 Penalty: 3455.259277
	Iteration 36Q: 3 clusters Score -5163514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -5163514.000000 Penalty: 3455.259277
	Iteration 37F: 3 clusters Score -5163514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (82803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Entering Unmasked Estep 
Score: -10229045.000000 Penalty: 1840.185669
	Iteration 0F: 2 clusters Score -1.022904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -10178390.000000 Penalty: 3680.371338
	Iteration 0F: 3 clusters Score -1.017839e+07 nChanged 39377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -10200708.000000 Penalty: 3680.371338
	Iteration 1F: 3 clusters Score -1.020071e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -10201225.000000 Penalty: 3680.371338
	Iteration 2Q: 3 clusters Score -1.020122e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -10201766.000000 Penalty: 3680.371338
	Iteration 3Q: 3 clusters Score -1.020177e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -10202455.000000 Penalty: 3680.371338
	Iteration 4Q: 3 clusters Score -1.020246e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -10203456.000000 Penalty: 3680.371338
	Iteration 5Q: 3 clusters Score -1.020346e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -10205099.000000 Penalty: 3680.371338
	Iteration 6Q: 3 clusters Score -1.02051e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -10207861.000000 Penalty: 3680.371338
	Iteration 7F: 3 clusters Score -1.020786e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -10212418.000000 Penalty: 3680.371338
	Iteration 8F: 3 clusters Score -1.021242e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -10217947.000000 Penalty: 3680.371338
	Iteration 9F: 3 clusters Score -1.021795e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -10222634.000000 Penalty: 3680.371338
	Iteration 10F: 3 clusters Score -1.022263e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77539 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -10225171.000000 Penalty: 3680.371338
	Iteration 11Q: 3 clusters Score -1.022517e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -10226410.000000 Penalty: 3680.371338
	Iteration 12Q: 3 clusters Score -1.022641e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80059 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -10226893.000000 Penalty: 3680.371338
	Iteration 13Q: 3 clusters Score -1.022689e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -10227199.000000 Penalty: 3680.371338
	Iteration 14Q: 3 clusters Score -1.02272e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -10227321.000000 Penalty: 3680.371338
	Iteration 15Q: 3 clusters Score -1.022732e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80977 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10227434.000000 Penalty: 3680.371338
	Iteration 16Q: 3 clusters Score -1.022743e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -10227495.000000 Penalty: 3680.371338
	Iteration 17Q: 3 clusters Score -1.02275e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81158 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -10227534.000000 Penalty: 3680.371338
	Iteration 18Q: 3 clusters Score -1.022753e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81191 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10227537.000000 Penalty: 3680.371338
	Iteration 19Q: 3 clusters Score -1.022754e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -10227572.000000 Penalty: 3680.371338
	Iteration 20F: 3 clusters Score -1.022757e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81263 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -10227566.000000 Penalty: 3680.371338
	Iteration 21Q: 3 clusters Score -1.022757e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81299 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10227559.000000 Penalty: 3680.371338
	Iteration 22Q: 3 clusters Score -1.022756e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -10227558.000000 Penalty: 3680.371338
	Iteration 23Q: 3 clusters Score -1.022756e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -10227584.000000 Penalty: 3680.371338
	Iteration 24Q: 3 clusters Score -1.022758e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10227601.000000 Penalty: 3680.371338
	Iteration 25Q: 3 clusters Score -1.02276e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81402 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -10227629.000000 Penalty: 3680.371338
	Iteration 26Q: 3 clusters Score -1.022763e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10227642.000000 Penalty: 3680.371338
	Iteration 27Q: 3 clusters Score -1.022764e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -10227649.000000 Penalty: 3680.371338
	Iteration 28Q: 3 clusters Score -1.022765e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10227671.000000 Penalty: 3680.371338
	Iteration 29Q: 3 clusters Score -1.022767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -10227673.000000 Penalty: 3680.371338
	Iteration 30Q: 3 clusters Score -1.022767e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -10227673.000000 Penalty: 3680.371338
	Iteration 31Q: 3 clusters Score -1.022767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81513 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -10227668.000000 Penalty: 3680.371338
	Iteration 32Q: 3 clusters Score -1.022767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -10227677.000000 Penalty: 3680.371338
	Iteration 33Q: 3 clusters Score -1.022768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -10227684.000000 Penalty: 3680.371338
	Iteration 34Q: 3 clusters Score -1.022768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10227704.000000 Penalty: 3680.371338
	Iteration 35Q: 3 clusters Score -1.02277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -10227705.000000 Penalty: 3680.371338
	Iteration 36Q: 3 clusters Score -1.02277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10227702.000000 Penalty: 3680.371338
	Iteration 37Q: 3 clusters Score -1.02277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -10227707.000000 Penalty: 3680.371338
	Iteration 38Q: 3 clusters Score -1.022771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -10227706.000000 Penalty: 3680.371338
	Iteration 39Q: 3 clusters Score -1.022771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -10227696.000000 Penalty: 3680.371338
	Iteration 40F: 3 clusters Score -1.02277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -10227709.000000 Penalty: 3680.371338
	Iteration 41Q: 3 clusters Score -1.022771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -10227708.000000 Penalty: 3680.371338
	Iteration 42Q: 3 clusters Score -1.022771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -10227734.000000 Penalty: 3680.371338
	Iteration 43Q: 3 clusters Score -1.022773e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10227741.000000 Penalty: 3680.371338
	Iteration 44Q: 3 clusters Score -1.022774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -10227744.000000 Penalty: 3680.371338
	Iteration 45Q: 3 clusters Score -1.022774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10227726.000000 Penalty: 3680.371338
	Iteration 46Q: 3 clusters Score -1.022773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10227720.000000 Penalty: 3680.371338
	Iteration 47Q: 3 clusters Score -1.022772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10227749.000000 Penalty: 3680.371338
	Iteration 48Q: 3 clusters Score -1.022775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81636 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -10227769.000000 Penalty: 3680.371338
	Iteration 49Q: 3 clusters Score -1.022777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81645 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -10227786.000000 Penalty: 3680.371338
	Iteration 50Q: 3 clusters Score -1.022779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81654 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10227788.000000 Penalty: 3680.371338
	Iteration 51Q: 3 clusters Score -1.022779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81667 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10227794.000000 Penalty: 3680.371338
	Iteration 52Q: 3 clusters Score -1.022779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81677 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10227791.000000 Penalty: 3680.371338
	Iteration 53Q: 3 clusters Score -1.022779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -10227802.000000 Penalty: 3680.371338
	Iteration 54Q: 3 clusters Score -1.02278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -10227812.000000 Penalty: 3680.371338
	Iteration 55Q: 3 clusters Score -1.022781e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81716 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10227823.000000 Penalty: 3680.371338
	Iteration 56Q: 3 clusters Score -1.022782e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10227841.000000 Penalty: 3680.371338
	Iteration 57Q: 3 clusters Score -1.022784e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10227854.000000 Penalty: 3680.371338
	Iteration 58Q: 3 clusters Score -1.022785e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81750 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10227866.000000 Penalty: 3680.371338
	Iteration 59Q: 3 clusters Score -1.022787e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -10227877.000000 Penalty: 3680.371338
	Iteration 60F: 3 clusters Score -1.022788e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81769 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10227886.000000 Penalty: 3680.371338
	Iteration 61Q: 3 clusters Score -1.022789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10227883.000000 Penalty: 3680.371338
	Iteration 62Q: 3 clusters Score -1.022788e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10227887.000000 Penalty: 3680.371338
	Iteration 63Q: 3 clusters Score -1.022789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81776 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10227887.000000 Penalty: 3680.371338
	Iteration 64Q: 3 clusters Score -1.022789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10227878.000000 Penalty: 3680.371338
	Iteration 65Q: 3 clusters Score -1.022788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81778 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -10227893.000000 Penalty: 3680.371338
	Iteration 66Q: 3 clusters Score -1.022789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10227901.000000 Penalty: 3680.371338
	Iteration 67Q: 3 clusters Score -1.02279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10227888.000000 Penalty: 3680.371338
	Iteration 68Q: 3 clusters Score -1.022789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81785 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10227899.000000 Penalty: 3680.371338
	Iteration 69Q: 3 clusters Score -1.02279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81785 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10227906.000000 Penalty: 3680.371338
	Iteration 70Q: 3 clusters Score -1.022791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10227901.000000 Penalty: 3680.371338
	Iteration 71Q: 3 clusters Score -1.02279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10227903.000000 Penalty: 3680.371338
	Iteration 72Q: 3 clusters Score -1.02279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10227898.000000 Penalty: 3680.371338
	Iteration 73Q: 3 clusters Score -1.02279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10227912.000000 Penalty: 3680.371338
	Iteration 74Q: 3 clusters Score -1.022791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10227909.000000 Penalty: 3680.371338
	Iteration 75Q: 3 clusters Score -1.022791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10227909.000000 Penalty: 3680.371338
	Iteration 76F: 3 clusters Score -1.022791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -543394.937500 Penalty: 1362.901367
	Iteration 0F: 2 clusters Score -543394.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -539819.750000 Penalty: 2725.802734
	Iteration 0F: 3 clusters Score -539819.8 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -540744.750000 Penalty: 2725.802734
	Iteration 1F: 3 clusters Score -540744.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -540924.187500 Penalty: 2725.802734
	Iteration 2F: 3 clusters Score -540924.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -541054.750000 Penalty: 2725.802734
	Iteration 3F: 3 clusters Score -541054.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -541159.625000 Penalty: 2725.802734
	Iteration 4Q: 3 clusters Score -541159.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -541255.125000 Penalty: 2725.802734
	Iteration 5Q: 3 clusters Score -541255.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -541338.312500 Penalty: 2725.802734
	Iteration 6Q: 3 clusters Score -541338.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -541407.875000 Penalty: 2725.802734
	Iteration 7Q: 3 clusters Score -541407.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -541481.625000 Penalty: 2725.802734
	Iteration 8Q: 3 clusters Score -541481.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -541548.312500 Penalty: 2725.802734
	Iteration 9Q: 3 clusters Score -541548.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -541600.687500 Penalty: 2725.802734
	Iteration 10Q: 3 clusters Score -541600.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -541656.875000 Penalty: 2725.802734
	Iteration 11Q: 3 clusters Score -541656.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -541703.125000 Penalty: 2725.802734
	Iteration 12Q: 3 clusters Score -541703.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -541752.000000 Penalty: 2725.802734
	Iteration 13Q: 3 clusters Score -541752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -541819.937500 Penalty: 2725.802734
	Iteration 14Q: 3 clusters Score -541819.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -541881.125000 Penalty: 2725.802734
	Iteration 15Q: 3 clusters Score -541881.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -541925.562500 Penalty: 2725.802734
	Iteration 16Q: 3 clusters Score -541925.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -541956.750000 Penalty: 2725.802734
	Iteration 17Q: 3 clusters Score -541956.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -541987.437500 Penalty: 2725.802734
	Iteration 18Q: 3 clusters Score -541987.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -542014.000000 Penalty: 2725.802734
	Iteration 19Q: 3 clusters Score -542014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -542040.437500 Penalty: 2725.802734
	Iteration 20F: 3 clusters Score -542040.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -542061.812500 Penalty: 2725.802734
	Iteration 21Q: 3 clusters Score -542061.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -542076.687500 Penalty: 2725.802734
	Iteration 22Q: 3 clusters Score -542076.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -542088.500000 Penalty: 2725.802734
	Iteration 23Q: 3 clusters Score -542088.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -542101.125000 Penalty: 2725.802734
	Iteration 24Q: 3 clusters Score -542101.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -542116.500000 Penalty: 2725.802734
	Iteration 25Q: 3 clusters Score -542116.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -542125.250000 Penalty: 2725.802734
	Iteration 26Q: 3 clusters Score -542125.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -542138.937500 Penalty: 2725.802734
	Iteration 27Q: 3 clusters Score -542138.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -542152.000000 Penalty: 2725.802734
	Iteration 28Q: 3 clusters Score -542152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -542159.875000 Penalty: 2725.802734
	Iteration 29Q: 3 clusters Score -542159.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -542169.500000 Penalty: 2725.802734
	Iteration 30Q: 3 clusters Score -542169.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -542174.000000 Penalty: 2725.802734
	Iteration 31Q: 3 clusters Score -542174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -542175.437500 Penalty: 2725.802734
	Iteration 32Q: 3 clusters Score -542175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -542175.812500 Penalty: 2725.802734
	Iteration 33Q: 3 clusters Score -542175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -542177.312500 Penalty: 2725.802734
	Iteration 34Q: 3 clusters Score -542177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -542177.937500 Penalty: 2725.802734
	Iteration 35Q: 3 clusters Score -542177.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -542177.937500 Penalty: 2725.802734
	Iteration 36F: 3 clusters Score -542177.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Entering Unmasked Estep 
Score: -324217.437500 Penalty: 1284.873779
	Iteration 0F: 2 clusters Score -324217.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -321694.843750 Penalty: 2569.747559
	Iteration 0F: 3 clusters Score -321694.8 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -322312.625000 Penalty: 2569.747559
	Iteration 1F: 3 clusters Score -322312.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -322415.843750 Penalty: 2569.747559
	Iteration 2F: 3 clusters Score -322415.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -322470.406250 Penalty: 2569.747559
	Iteration 3Q: 3 clusters Score -322470.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -322506.468750 Penalty: 2569.747559
	Iteration 4Q: 3 clusters Score -322506.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -322534.375000 Penalty: 2569.747559
	Iteration 5Q: 3 clusters Score -322534.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -322553.500000 Penalty: 2569.747559
	Iteration 6Q: 3 clusters Score -322553.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -322570.781250 Penalty: 2569.747559
	Iteration 7Q: 3 clusters Score -322570.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -322583.406250 Penalty: 2569.747559
	Iteration 8Q: 3 clusters Score -322583.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -322594.250000 Penalty: 2569.747559
	Iteration 9Q: 3 clusters Score -322594.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -322602.968750 Penalty: 2569.747559
	Iteration 10Q: 3 clusters Score -322603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -322607.562500 Penalty: 2569.747559
	Iteration 11Q: 3 clusters Score -322607.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -322610.750000 Penalty: 2569.747559
	Iteration 12Q: 3 clusters Score -322610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -322613.093750 Penalty: 2569.747559
	Iteration 13Q: 3 clusters Score -322613.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -322614.093750 Penalty: 2569.747559
	Iteration 14Q: 3 clusters Score -322614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -322616.062500 Penalty: 2569.747559
	Iteration 15Q: 3 clusters Score -322616.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -322617.937500 Penalty: 2569.747559
	Iteration 16Q: 3 clusters Score -322617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -322619.593750 Penalty: 2569.747559
	Iteration 17Q: 3 clusters Score -322619.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -322620.187500 Penalty: 2569.747559
	Iteration 18Q: 3 clusters Score -322620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -322620.656250 Penalty: 2569.747559
	Iteration 19Q: 3 clusters Score -322620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -322620.937500 Penalty: 2569.747559
	Iteration 20F: 3 clusters Score -322620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -322621.218750 Penalty: 2569.747559
	Iteration 21Q: 3 clusters Score -322621.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -322621.218750 Penalty: 2569.747559
	Iteration 22F: 3 clusters Score -322621.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Entering Unmasked Estep 
Score: -1948333.875000 Penalty: 1567.676392
	Iteration 0F: 2 clusters Score -1948334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1937552.625000 Penalty: 3135.352783
	Iteration 0F: 3 clusters Score -1937553 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1941322.375000 Penalty: 3135.352783
	Iteration 1F: 3 clusters Score -1941322 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1941594.500000 Penalty: 3135.352783
	Iteration 2F: 3 clusters Score -1941594 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1941827.625000 Penalty: 3135.352783
	Iteration 3Q: 3 clusters Score -1941828 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1942022.875000 Penalty: 3135.352783
	Iteration 4Q: 3 clusters Score -1942023 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1942172.000000 Penalty: 3135.352783
	Iteration 5Q: 3 clusters Score -1942172 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1942299.750000 Penalty: 3135.352783
	Iteration 6Q: 3 clusters Score -1942300 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1942410.500000 Penalty: 3135.352783
	Iteration 7Q: 3 clusters Score -1942410 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1942523.000000 Penalty: 3135.352783
	Iteration 8Q: 3 clusters Score -1942523 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1942638.875000 Penalty: 3135.352783
	Iteration 9Q: 3 clusters Score -1942639 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1942767.625000 Penalty: 3135.352783
	Iteration 10Q: 3 clusters Score -1942768 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1942916.875000 Penalty: 3135.352783
	Iteration 11Q: 3 clusters Score -1942917 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1943129.125000 Penalty: 3135.352783
	Iteration 12Q: 3 clusters Score -1943129 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1943380.000000 Penalty: 3135.352783
	Iteration 13Q: 3 clusters Score -1943380 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1943693.500000 Penalty: 3135.352783
	Iteration 14Q: 3 clusters Score -1943694 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1944030.875000 Penalty: 3135.352783
	Iteration 15Q: 3 clusters Score -1944031 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1944439.375000 Penalty: 3135.352783
	Iteration 16Q: 3 clusters Score -1944439 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1944873.500000 Penalty: 3135.352783
	Iteration 17Q: 3 clusters Score -1944874 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1945254.250000 Penalty: 3135.352783
	Iteration 18Q: 3 clusters Score -1945254 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1945565.125000 Penalty: 3135.352783
	Iteration 19Q: 3 clusters Score -1945565 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1945879.125000 Penalty: 3135.352783
	Iteration 20F: 3 clusters Score -1945879 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1946161.375000 Penalty: 3135.352783
	Iteration 21Q: 3 clusters Score -1946161 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1946409.000000 Penalty: 3135.352783
	Iteration 22Q: 3 clusters Score -1946409 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1946586.625000 Penalty: 3135.352783
	Iteration 23Q: 3 clusters Score -1946587 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1946718.375000 Penalty: 3135.352783
	Iteration 24Q: 3 clusters Score -1946718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1946805.000000 Penalty: 3135.352783
	Iteration 25Q: 3 clusters Score -1946805 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1946867.750000 Penalty: 3135.352783
	Iteration 26Q: 3 clusters Score -1946868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1946912.500000 Penalty: 3135.352783
	Iteration 27Q: 3 clusters Score -1946912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1946943.625000 Penalty: 3135.352783
	Iteration 28Q: 3 clusters Score -1946944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1946960.875000 Penalty: 3135.352783
	Iteration 29Q: 3 clusters Score -1946961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1946972.750000 Penalty: 3135.352783
	Iteration 30Q: 3 clusters Score -1946973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1946980.625000 Penalty: 3135.352783
	Iteration 31Q: 3 clusters Score -1946981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1946983.750000 Penalty: 3135.352783
	Iteration 32Q: 3 clusters Score -1946984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1946985.500000 Penalty: 3135.352783
	Iteration 33Q: 3 clusters Score -1946986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1946990.000000 Penalty: 3135.352783
	Iteration 34Q: 3 clusters Score -1946990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1946996.750000 Penalty: 3135.352783
	Iteration 35Q: 3 clusters Score -1946997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1947002.375000 Penalty: 3135.352783
	Iteration 36Q: 3 clusters Score -1947002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1947012.750000 Penalty: 3135.352783
	Iteration 37Q: 3 clusters Score -1947013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1947018.750000 Penalty: 3135.352783
	Iteration 38Q: 3 clusters Score -1947019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1947023.375000 Penalty: 3135.352783
	Iteration 39Q: 3 clusters Score -1947023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1947024.375000 Penalty: 3135.352783
	Iteration 40F: 3 clusters Score -1947024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -224833.250000 Penalty: 1220.266968
	Iteration 0F: 2 clusters Score -224833.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -222883.546875 Penalty: 2440.533936
	Iteration 0F: 3 clusters Score -222883.5 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -223314.875000 Penalty: 2440.533936
	Iteration 1F: 3 clusters Score -223314.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -223450.156250 Penalty: 2440.533936
	Iteration 2F: 3 clusters Score -223450.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -223546.562500 Penalty: 2440.533936
	Iteration 3F: 3 clusters Score -223546.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -223623.984375 Penalty: 2440.533936
	Iteration 4Q: 3 clusters Score -223624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -223678.437500 Penalty: 2440.533936
	Iteration 5Q: 3 clusters Score -223678.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -223727.953125 Penalty: 2440.533936
	Iteration 6Q: 3 clusters Score -223728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -223760.906250 Penalty: 2440.533936
	Iteration 7Q: 3 clusters Score -223760.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -223789.062500 Penalty: 2440.533936
	Iteration 8Q: 3 clusters Score -223789.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -223813.500000 Penalty: 2440.533936
	Iteration 9Q: 3 clusters Score -223813.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -223837.781250 Penalty: 2440.533936
	Iteration 10Q: 3 clusters Score -223837.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -223859.703125 Penalty: 2440.533936
	Iteration 11Q: 3 clusters Score -223859.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -223874.375000 Penalty: 2440.533936
	Iteration 12Q: 3 clusters Score -223874.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -223886.484375 Penalty: 2440.533936
	Iteration 13Q: 3 clusters Score -223886.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -223894.328125 Penalty: 2440.533936
	Iteration 14Q: 3 clusters Score -223894.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -223901.328125 Penalty: 2440.533936
	Iteration 15Q: 3 clusters Score -223901.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -223905.578125 Penalty: 2440.533936
	Iteration 16Q: 3 clusters Score -223905.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -223912.609375 Penalty: 2440.533936
	Iteration 17Q: 3 clusters Score -223912.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -223917.218750 Penalty: 2440.533936
	Iteration 18Q: 3 clusters Score -223917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -223919.781250 Penalty: 2440.533936
	Iteration 19Q: 3 clusters Score -223919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -223922.703125 Penalty: 2440.533936
	Iteration 20F: 3 clusters Score -223922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -223923.765625 Penalty: 2440.533936
	Iteration 21Q: 3 clusters Score -223923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -223925.656250 Penalty: 2440.533936
	Iteration 22Q: 3 clusters Score -223925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -223926.875000 Penalty: 2440.533936
	Iteration 23Q: 3 clusters Score -223926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -223929.015625 Penalty: 2440.533936
	Iteration 24Q: 3 clusters Score -223929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -223933.578125 Penalty: 2440.533936
	Iteration 25Q: 3 clusters Score -223933.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -223937.843750 Penalty: 2440.533936
	Iteration 26Q: 3 clusters Score -223937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -223939.703125 Penalty: 2440.533936
	Iteration 27Q: 3 clusters Score -223939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -223943.281250 Penalty: 2440.533936
	Iteration 28Q: 3 clusters Score -223943.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -223947.468750 Penalty: 2440.533936
	Iteration 29Q: 3 clusters Score -223947.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -223951.187500 Penalty: 2440.533936
	Iteration 30Q: 3 clusters Score -223951.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -223955.296875 Penalty: 2440.533936
	Iteration 31Q: 3 clusters Score -223955.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -223958.843750 Penalty: 2440.533936
	Iteration 32Q: 3 clusters Score -223958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -223960.734375 Penalty: 2440.533936
	Iteration 33Q: 3 clusters Score -223960.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -223963.843750 Penalty: 2440.533936
	Iteration 34Q: 3 clusters Score -223963.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -223966.750000 Penalty: 2440.533936
	Iteration 35Q: 3 clusters Score -223966.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -223969.343750 Penalty: 2440.533936
	Iteration 36Q: 3 clusters Score -223969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -223971.296875 Penalty: 2440.533936
	Iteration 37Q: 3 clusters Score -223971.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -223973.312500 Penalty: 2440.533936
	Iteration 38Q: 3 clusters Score -223973.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -223974.250000 Penalty: 2440.533936
	Iteration 39Q: 3 clusters Score -223974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -223974.250000 Penalty: 2440.533936
	Iteration 40F: 3 clusters Score -223974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2337 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 4326 members 
Mstep: Class 7 contains 17767 members 
Mstep: Class 8 contains 72382 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23471 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 71699 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 45111 members 
Mstep: Class 17 contains 15133 members 
Mstep: Class 18 contains 37334 members 
Mstep: Class 19 contains 41422 members 
Mstep: Class 20 contains 82803 members 
Mstep: Class 21 contains 4390 members 
Mstep: Class 22 contains 2716 members 
Mstep: Class 23 contains 15479 members 
Mstep: Class 24 contains 1825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62635320.000000 Penalty: 53427.796875
Iteration 79Q: 26 clusters Score -6.263532e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 3660 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 72524 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23535 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 12 contains 71206 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 5745 members 
Mstep: Class 16 contains 45115 members 
Mstep: Class 17 contains 15117 members 
Mstep: Class 18 contains 37527 members 
Mstep: Class 19 contains 41364 members 
Mstep: Class 20 contains 82658 members 
Mstep: Class 21 contains 4403 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 15472 members 
Mstep: Class 24 contains 1836 members 
Mstep: Class 25 contains 53885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62635652.000000 Penalty: 53427.796875
Iteration 80F: 26 clusters Score -6.263565e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3954 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 4301 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 72645 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23337 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 70703 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 15 contains 5745 members 
Mstep: Class 16 contains 45112 members 
Mstep: Class 17 contains 15108 members 
Mstep: Class 18 contains 37539 members 
Mstep: Class 19 contains 41309 members 
Mstep: Class 20 contains 82490 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 15466 members 
Mstep: Class 24 contains 1836 members 
Mstep: Class 25 contains 54721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636244.000000 Penalty: 53427.796875
Iteration 81Q: 26 clusters Score -6.263624e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 4265 members 
Mstep: Class 7 contains 17772 members 
Mstep: Class 8 contains 72760 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 23140 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 70184 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 15 contains 5753 members 
Mstep: Class 16 contains 45108 members 
Mstep: Class 17 contains 15096 members 
Mstep: Class 18 contains 37555 members 
Mstep: Class 19 contains 41324 members 
Mstep: Class 20 contains 82277 members 
Mstep: Class 21 contains 4424 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 15461 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 55513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636296.000000 Penalty: 53427.796875
Iteration 82Q: 26 clusters Score -6.26363e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2301 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 3774 members 
Mstep: Class 6 contains 4209 members 
Mstep: Class 7 contains 17773 members 
Mstep: Class 8 contains 72858 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 22957 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 69658 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 3281 members 
Mstep: Class 15 contains 5765 members 
Mstep: Class 16 contains 45104 members 
Mstep: Class 17 contains 15086 members 
Mstep: Class 18 contains 37578 members 
Mstep: Class 19 contains 41414 members 
Mstep: Class 20 contains 82065 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2697 members 
Mstep: Class 23 contains 15456 members 
Mstep: Class 24 contains 1842 members 
Mstep: Class 25 contains 56257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636572.000000 Penalty: 53427.796875
Iteration 83Q: 26 clusters Score -6.263657e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 2293 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 72956 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 22799 members 
Mstep: Class 11 contains 2284 members 
Mstep: Class 12 contains 69143 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 45103 members 
Mstep: Class 17 contains 15085 members 
Mstep: Class 18 contains 37591 members 
Mstep: Class 19 contains 41552 members 
Mstep: Class 20 contains 81824 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 15465 members 
Mstep: Class 24 contains 1843 members 
Mstep: Class 25 contains 56933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636908.000000 Penalty: 53427.796875
Iteration 84Q: 26 clusters Score -6.263691e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 2235 members 
Mstep: Class 5 contains 3849 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 17767 members 
Mstep: Class 8 contains 73061 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 22659 members 
Mstep: Class 11 contains 2288 members 
Mstep: Class 12 contains 68591 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 5796 members 
Mstep: Class 16 contains 45100 members 
Mstep: Class 17 contains 15077 members 
Mstep: Class 18 contains 37600 members 
Mstep: Class 19 contains 41721 members 
Mstep: Class 20 contains 81591 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 2691 members 
Mstep: Class 23 contains 15474 members 
Mstep: Class 24 contains 1843 members 
Mstep: Class 25 contains 57595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637276.000000 Penalty: 53427.796875
Iteration 85Q: 26 clusters Score -6.263728e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 2287 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 17764 members 
Mstep: Class 8 contains 73168 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 22549 members 
Mstep: Class 11 contains 2289 members 
Mstep: Class 12 contains 68021 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 5795 members 
Mstep: Class 16 contains 45101 members 
Mstep: Class 17 contains 15076 members 
Mstep: Class 18 contains 37609 members 
Mstep: Class 19 contains 41914 members 
Mstep: Class 20 contains 81347 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 15474 members 
Mstep: Class 24 contains 1844 members 
Mstep: Class 25 contains 58247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637632.000000 Penalty: 53427.796875
Iteration 86Q: 26 clusters Score -6.263763e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 3966 members 
Mstep: Class 7 contains 17764 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 22428 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 67409 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5781 members 
Mstep: Class 16 contains 45107 members 
Mstep: Class 17 contains 15076 members 
Mstep: Class 18 contains 37606 members 
Mstep: Class 19 contains 42171 members 
Mstep: Class 20 contains 81099 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 15482 members 
Mstep: Class 24 contains 1844 members 
Mstep: Class 25 contains 58901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638036.000000 Penalty: 53427.796875
Iteration 87Q: 26 clusters Score -6.263804e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 2237 members 
Mstep: Class 5 contains 3937 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 17763 members 
Mstep: Class 8 contains 73370 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 22311 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 66818 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 5777 members 
Mstep: Class 16 contains 45110 members 
Mstep: Class 17 contains 15075 members 
Mstep: Class 18 contains 37593 members 
Mstep: Class 19 contains 42493 members 
Mstep: Class 20 contains 80843 members 
Mstep: Class 21 contains 4446 members 
Mstep: Class 22 contains 2681 members 
Mstep: Class 23 contains 15492 members 
Mstep: Class 24 contains 1845 members 
Mstep: Class 25 contains 59496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638340.000000 Penalty: 53427.796875
Iteration 88Q: 26 clusters Score -6.263834e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 2237 members 
Mstep: Class 5 contains 3957 members 
Mstep: Class 6 contains 3794 members 
Mstep: Class 7 contains 17763 members 
Mstep: Class 8 contains 73484 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 22206 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 66290 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5782 members 
Mstep: Class 16 contains 45115 members 
Mstep: Class 17 contains 15073 members 
Mstep: Class 18 contains 37600 members 
Mstep: Class 19 contains 42799 members 
Mstep: Class 20 contains 80577 members 
Mstep: Class 21 contains 4445 members 
Mstep: Class 22 contains 2676 members 
Mstep: Class 23 contains 15503 members 
Mstep: Class 24 contains 1846 members 
Mstep: Class 25 contains 60052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638468.000000 Penalty: 53427.796875
Iteration 89Q: 26 clusters Score -6.263847e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 3973 members 
Mstep: Class 6 contains 3691 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 73607 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 22123 members 
Mstep: Class 11 contains 2288 members 
Mstep: Class 12 contains 65787 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 3252 members 
Mstep: Class 15 contains 5785 members 
Mstep: Class 16 contains 45116 members 
Mstep: Class 17 contains 15069 members 
Mstep: Class 18 contains 37589 members 
Mstep: Class 19 contains 43124 members 
Mstep: Class 20 contains 80278 members 
Mstep: Class 21 contains 4447 members 
Mstep: Class 22 contains 2671 members 
Mstep: Class 23 contains 15514 members 
Mstep: Class 24 contains 1850 members 
Mstep: Class 25 contains 60583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638716.000000 Penalty: 53427.796875
Iteration 90Q: 26 clusters Score -6.263872e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 3600 members 
Mstep: Class 7 contains 17762 members 
Mstep: Class 8 contains 73738 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 22031 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 5781 members 
Mstep: Class 16 contains 45117 members 
Mstep: Class 17 contains 15058 members 
Mstep: Class 18 contains 37581 members 
Mstep: Class 19 contains 43435 members 
Mstep: Class 20 contains 79981 members 
Mstep: Class 21 contains 4450 members 
Mstep: Class 22 contains 2667 members 
Mstep: Class 23 contains 15520 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 61091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638840.000000 Penalty: 53427.796875
Iteration 91Q: 26 clusters Score -6.263884e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2255 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3987 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 17761 members 
Mstep: Class 8 contains 73881 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21954 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 64904 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 3239 members 
Mstep: Class 15 contains 5775 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 15049 members 
Mstep: Class 18 contains 37587 members 
Mstep: Class 19 contains 43726 members 
Mstep: Class 20 contains 79692 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 2665 members 
Mstep: Class 23 contains 15518 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 61566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638972.000000 Penalty: 53427.796875
Iteration 92Q: 26 clusters Score -6.263897e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2255 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 17761 members 
Mstep: Class 8 contains 74012 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21869 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 64548 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 5778 members 
Mstep: Class 16 contains 45117 members 
Mstep: Class 17 contains 15048 members 
Mstep: Class 18 contains 37586 members 
Mstep: Class 19 contains 44023 members 
Mstep: Class 20 contains 79390 members 
Mstep: Class 21 contains 4461 members 
Mstep: Class 22 contains 2661 members 
Mstep: Class 23 contains 15524 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 61959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639272.000000 Penalty: 53427.796875
Iteration 93Q: 26 clusters Score -6.263927e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 3345 members 
Mstep: Class 7 contains 17762 members 
Mstep: Class 8 contains 74159 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21813 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 64233 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 5777 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 15049 members 
Mstep: Class 18 contains 37574 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 79091 members 
Mstep: Class 21 contains 4466 members 
Mstep: Class 22 contains 2658 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 62299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639660.000000 Penalty: 53427.796875
Iteration 94Q: 26 clusters Score -6.263966e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2255 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4002 members 
Mstep: Class 6 contains 3275 members 
Mstep: Class 7 contains 17763 members 
Mstep: Class 8 contains 74318 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21769 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 63939 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 5779 members 
Mstep: Class 16 contains 45120 members 
Mstep: Class 17 contains 15049 members 
Mstep: Class 18 contains 37585 members 
Mstep: Class 19 contains 44532 members 
Mstep: Class 20 contains 78805 members 
Mstep: Class 21 contains 4468 members 
Mstep: Class 22 contains 2656 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 1851 members 
Mstep: Class 25 contains 62579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639700.000000 Penalty: 53427.796875
Iteration 95Q: 26 clusters Score -6.26397e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4005 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 17762 members 
Mstep: Class 8 contains 74479 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21736 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 63693 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 5776 members 
Mstep: Class 16 contains 45124 members 
Mstep: Class 17 contains 15053 members 
Mstep: Class 18 contains 37587 members 
Mstep: Class 19 contains 44778 members 
Mstep: Class 20 contains 78514 members 
Mstep: Class 21 contains 4471 members 
Mstep: Class 22 contains 2655 members 
Mstep: Class 23 contains 15527 members 
Mstep: Class 24 contains 1850 members 
Mstep: Class 25 contains 62799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639808.000000 Penalty: 53427.796875
Iteration 96Q: 26 clusters Score -6.263981e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 2237 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 17761 members 
Mstep: Class 8 contains 74651 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21713 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 63463 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 5785 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 15055 members 
Mstep: Class 18 contains 37593 members 
Mstep: Class 19 contains 45003 members 
Mstep: Class 20 contains 78275 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 2654 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 1850 members 
Mstep: Class 25 contains 62938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639864.000000 Penalty: 53427.796875
Iteration 97Q: 26 clusters Score -6.263986e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 2237 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 3096 members 
Mstep: Class 7 contains 17761 members 
Mstep: Class 8 contains 74841 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21680 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 63282 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 45132 members 
Mstep: Class 17 contains 15044 members 
Mstep: Class 18 contains 37598 members 
Mstep: Class 19 contains 45196 members 
Mstep: Class 20 contains 78046 members 
Mstep: Class 21 contains 4472 members 
Mstep: Class 22 contains 2650 members 
Mstep: Class 23 contains 15537 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 63049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639924.000000 Penalty: 53427.796875
Iteration 98Q: 26 clusters Score -6.263992e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 4017 members 
Mstep: Class 6 contains 3060 members 
Mstep: Class 7 contains 17762 members 
Mstep: Class 8 contains 75008 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21648 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 63167 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 5806 members 
Mstep: Class 16 contains 45133 members 
Mstep: Class 17 contains 15023 members 
Mstep: Class 18 contains 37596 members 
Mstep: Class 19 contains 45364 members 
Mstep: Class 20 contains 77802 members 
Mstep: Class 21 contains 4472 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 1850 members 
Mstep: Class 25 contains 63140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639992.000000 Penalty: 53427.796875
Iteration 99Q: 26 clusters Score -6.263999e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 17763 members 
Mstep: Class 8 contains 75173 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21624 members 
Mstep: Class 11 contains 2239 members 
Mstep: Class 12 contains 63039 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 3233 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 45133 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 37592 members 
Mstep: Class 19 contains 45556 members 
Mstep: Class 20 contains 77592 members 
Mstep: Class 21 contains 4471 members 
Mstep: Class 22 contains 2644 members 
Mstep: Class 23 contains 15555 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 63173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640240.000000 Penalty: 53427.796875
Iteration 100F: 26 clusters Score -6.264024e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 17763 members 
Mstep: Class 8 contains 75309 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21592 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 12 contains 62933 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 3230 members 
Mstep: Class 15 contains 5818 members 
Mstep: Class 16 contains 45131 members 
Mstep: Class 17 contains 14993 members 
Mstep: Class 18 contains 37595 members 
Mstep: Class 19 contains 45756 members 
Mstep: Class 20 contains 77375 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 2638 members 
Mstep: Class 23 contains 15559 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 63216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640436.000000 Penalty: 53427.796875
Iteration 101Q: 26 clusters Score -6.264044e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 17763 members 
Mstep: Class 8 contains 75443 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21553 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 62834 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 45131 members 
Mstep: Class 17 contains 14982 members 
Mstep: Class 18 contains 37604 members 
Mstep: Class 19 contains 45944 members 
Mstep: Class 20 contains 77192 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 15566 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 63237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640252.000000 Penalty: 53427.796875
Iteration 102Q: 26 clusters Score -6.264025e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 17763 members 
Mstep: Class 8 contains 75559 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21522 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 62743 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 5818 members 
Mstep: Class 16 contains 45132 members 
Mstep: Class 17 contains 14979 members 
Mstep: Class 18 contains 37607 members 
Mstep: Class 19 contains 46120 members 
Mstep: Class 20 contains 77015 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 15577 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 63258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640284.000000 Penalty: 53427.796875
Iteration 103Q: 26 clusters Score -6.264028e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 4026 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 75663 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21490 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 62666 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 5817 members 
Mstep: Class 16 contains 45132 members 
Mstep: Class 17 contains 14973 members 
Mstep: Class 18 contains 37605 members 
Mstep: Class 19 contains 46289 members 
Mstep: Class 20 contains 76843 members 
Mstep: Class 21 contains 4475 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 15581 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 63263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640320.000000 Penalty: 53427.796875
Iteration 104Q: 26 clusters Score -6.264032e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 4028 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 17766 members 
Mstep: Class 8 contains 75775 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21464 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 62566 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 5819 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 14967 members 
Mstep: Class 18 contains 37610 members 
Mstep: Class 19 contains 46456 members 
Mstep: Class 20 contains 76685 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 2630 members 
Mstep: Class 23 contains 15581 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 63280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640400.000000 Penalty: 53427.796875
Iteration 105Q: 26 clusters Score -6.26404e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 4029 members 
Mstep: Class 6 contains 2981 members 
Mstep: Class 7 contains 17764 members 
Mstep: Class 8 contains 75888 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21449 members 
Mstep: Class 11 contains 2201 members 
Mstep: Class 12 contains 62469 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 45128 members 
Mstep: Class 17 contains 14957 members 
Mstep: Class 18 contains 37623 members 
Mstep: Class 19 contains 46629 members 
Mstep: Class 20 contains 76520 members 
Mstep: Class 21 contains 4475 members 
Mstep: Class 22 contains 2626 members 
Mstep: Class 23 contains 15583 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 63310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640536.000000 Penalty: 53427.796875
Iteration 106Q: 26 clusters Score -6.264054e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 4030 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 17766 members 
Mstep: Class 8 contains 76004 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21434 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 62386 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 14940 members 
Mstep: Class 18 contains 37624 members 
Mstep: Class 19 contains 46792 members 
Mstep: Class 20 contains 76354 members 
Mstep: Class 21 contains 4475 members 
Mstep: Class 22 contains 2623 members 
Mstep: Class 23 contains 15587 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 63331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640592.000000 Penalty: 53427.796875
Iteration 107Q: 26 clusters Score -6.264059e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 4031 members 
Mstep: Class 6 contains 2944 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 76093 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21420 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 62349 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 3214 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 14926 members 
Mstep: Class 18 contains 37626 members 
Mstep: Class 19 contains 46899 members 
Mstep: Class 20 contains 76207 members 
Mstep: Class 21 contains 4475 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 15588 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 63371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640660.000000 Penalty: 53427.796875
Iteration 108Q: 26 clusters Score -6.264066e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 4030 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 76165 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21404 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 62338 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 3209 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 45131 members 
Mstep: Class 17 contains 14921 members 
Mstep: Class 18 contains 37626 members 
Mstep: Class 19 contains 47027 members 
Mstep: Class 20 contains 76043 members 
Mstep: Class 21 contains 4482 members 
Mstep: Class 22 contains 2618 members 
Mstep: Class 23 contains 15581 members 
Mstep: Class 24 contains 1850 members 
Mstep: Class 25 contains 63390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640668.000000 Penalty: 53427.796875
Iteration 109Q: 26 clusters Score -6.264067e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 4031 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 76238 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21381 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 12 contains 62338 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 3209 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 45132 members 
Mstep: Class 17 contains 14914 members 
Mstep: Class 18 contains 37627 members 
Mstep: Class 19 contains 47140 members 
Mstep: Class 20 contains 75880 members 
Mstep: Class 21 contains 4484 members 
Mstep: Class 22 contains 2619 members 
Mstep: Class 23 contains 15581 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 63410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640832.000000 Penalty: 53427.796875
Iteration 110Q: 26 clusters Score -6.264083e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 2237 members 
Mstep: Class 5 contains 4032 members 
Mstep: Class 6 contains 2915 members 
Mstep: Class 7 contains 17766 members 
Mstep: Class 8 contains 76317 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21354 members 
Mstep: Class 11 contains 2166 members 
Mstep: Class 12 contains 62379 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 3201 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 45131 members 
Mstep: Class 17 contains 14905 members 
Mstep: Class 18 contains 37629 members 
Mstep: Class 19 contains 47236 members 
Mstep: Class 20 contains 75708 members 
Mstep: Class 21 contains 4485 members 
Mstep: Class 22 contains 2619 members 
Mstep: Class 23 contains 15585 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 63420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640816.000000 Penalty: 53427.796875
Iteration 111Q: 26 clusters Score -6.264082e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4033 members 
Mstep: Class 6 contains 2915 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 76372 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21333 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 62410 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 3200 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 45133 members 
Mstep: Class 17 contains 14904 members 
Mstep: Class 18 contains 37630 members 
Mstep: Class 19 contains 47327 members 
Mstep: Class 20 contains 75534 members 
Mstep: Class 21 contains 4484 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 15585 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 63443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640756.000000 Penalty: 53427.796875
Iteration 112Q: 26 clusters Score -6.264076e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4035 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 17766 members 
Mstep: Class 8 contains 76419 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21307 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 62450 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 3199 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 45134 members 
Mstep: Class 17 contains 14906 members 
Mstep: Class 18 contains 37632 members 
Mstep: Class 19 contains 47422 members 
Mstep: Class 20 contains 75394 members 
Mstep: Class 21 contains 4484 members 
Mstep: Class 22 contains 2612 members 
Mstep: Class 23 contains 15586 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 63432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640724.000000 Penalty: 53427.796875
Iteration 113Q: 26 clusters Score -6.264072e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4035 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 76478 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21289 members 
Mstep: Class 11 contains 2139 members 
Mstep: Class 12 contains 62508 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 3193 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 45135 members 
Mstep: Class 17 contains 14903 members 
Mstep: Class 18 contains 37637 members 
Mstep: Class 19 contains 47485 members 
Mstep: Class 20 contains 75269 members 
Mstep: Class 21 contains 4484 members 
Mstep: Class 22 contains 2611 members 
Mstep: Class 23 contains 15584 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 63413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640804.000000 Penalty: 53427.796875
Iteration 114Q: 26 clusters Score -6.26408e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4037 members 
Mstep: Class 6 contains 2906 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 76541 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21266 members 
Mstep: Class 11 contains 2130 members 
Mstep: Class 12 contains 62555 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 16 contains 45133 members 
Mstep: Class 17 contains 14899 members 
Mstep: Class 18 contains 37638 members 
Mstep: Class 19 contains 47544 members 
Mstep: Class 20 contains 75151 members 
Mstep: Class 21 contains 4483 members 
Mstep: Class 22 contains 2609 members 
Mstep: Class 23 contains 15587 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 63405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640752.000000 Penalty: 53427.796875
Iteration 115Q: 26 clusters Score -6.264075e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4038 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 17764 members 
Mstep: Class 8 contains 76592 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21236 members 
Mstep: Class 11 contains 2122 members 
Mstep: Class 12 contains 62584 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 45132 members 
Mstep: Class 17 contains 14893 members 
Mstep: Class 18 contains 37644 members 
Mstep: Class 19 contains 47602 members 
Mstep: Class 20 contains 75049 members 
Mstep: Class 21 contains 4482 members 
Mstep: Class 22 contains 2609 members 
Mstep: Class 23 contains 15590 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 63391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640748.000000 Penalty: 53427.796875
Iteration 116Q: 26 clusters Score -6.264075e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4038 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 76645 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21202 members 
Mstep: Class 11 contains 2115 members 
Mstep: Class 12 contains 62604 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 3178 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 45131 members 
Mstep: Class 17 contains 14887 members 
Mstep: Class 18 contains 37649 members 
Mstep: Class 19 contains 47652 members 
Mstep: Class 20 contains 74952 members 
Mstep: Class 21 contains 4479 members 
Mstep: Class 22 contains 2609 members 
Mstep: Class 23 contains 15592 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 63401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640740.000000 Penalty: 53427.796875
Iteration 117Q: 26 clusters Score -6.264074e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 2910 members 
Mstep: Class 7 contains 17766 members 
Mstep: Class 8 contains 76688 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21182 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 62635 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 45131 members 
Mstep: Class 17 contains 14882 members 
Mstep: Class 18 contains 37656 members 
Mstep: Class 19 contains 47702 members 
Mstep: Class 20 contains 74852 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 2609 members 
Mstep: Class 23 contains 15589 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 63411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640696.000000 Penalty: 53427.796875
Iteration 118Q: 26 clusters Score -6.26407e+07 nChanged 372
Entering ConstructFrom: 
Score: -62640696.000000 Penalty: 53427.796875
Entering ConstructFrom: 
Trying to split cluster 1 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -36984.910156 Penalty: 969.498901
	Iteration 0F: 2 clusters Score -36984.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36099.562500 Penalty: 1938.997803
	Iteration 0F: 3 clusters Score -36099.56 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36254.058594 Penalty: 1938.997803
	Iteration 1F: 3 clusters Score -36254.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36307.937500 Penalty: 1938.997803
	Iteration 2F: 3 clusters Score -36307.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36340.273438 Penalty: 1938.997803
	Iteration 3Q: 3 clusters Score -36340.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36439.984375 Penalty: 1938.997803
	Iteration 4Q: 3 clusters Score -36439.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36519.867188 Penalty: 1938.997803
	Iteration 5F: 3 clusters Score -36519.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36585.824219 Penalty: 1938.997803
	Iteration 6Q: 3 clusters Score -36585.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36636.730469 Penalty: 1938.997803
	Iteration 7Q: 3 clusters Score -36636.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36662.953125 Penalty: 1938.997803
	Iteration 8Q: 3 clusters Score -36662.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -36671.824219 Penalty: 1938.997803
	Iteration 9Q: 3 clusters Score -36671.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36698.437500 Penalty: 1938.997803
	Iteration 10Q: 3 clusters Score -36698.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -36727.296875 Penalty: 1938.997803
	Iteration 11Q: 3 clusters Score -36727.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -36745.398438 Penalty: 1938.997803
	Iteration 12Q: 3 clusters Score -36745.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36750.269531 Penalty: 1938.997803
	Iteration 13Q: 3 clusters Score -36750.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36750.269531 Penalty: 1938.997803
	Iteration 14F: 3 clusters Score -36750.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Entering Unmasked Estep 
Score: -475626.625000 Penalty: 1345.780151
	Iteration 0F: 2 clusters Score -475626.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -472295.250000 Penalty: 2691.560303
	Iteration 0F: 3 clusters Score -472295.2 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -473156.062500 Penalty: 2691.560303
	Iteration 1F: 3 clusters Score -473156.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -473329.531250 Penalty: 2691.560303
	Iteration 2F: 3 clusters Score -473329.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -473444.468750 Penalty: 2691.560303
	Iteration 3F: 3 clusters Score -473444.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -473525.250000 Penalty: 2691.560303
	Iteration 4Q: 3 clusters Score -473525.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -473586.093750 Penalty: 2691.560303
	Iteration 5Q: 3 clusters Score -473586.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -473635.750000 Penalty: 2691.560303
	Iteration 6Q: 3 clusters Score -473635.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -473678.250000 Penalty: 2691.560303
	Iteration 7Q: 3 clusters Score -473678.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -473712.468750 Penalty: 2691.560303
	Iteration 8Q: 3 clusters Score -473712.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -473742.343750 Penalty: 2691.560303
	Iteration 9Q: 3 clusters Score -473742.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -473764.875000 Penalty: 2691.560303
	Iteration 10Q: 3 clusters Score -473764.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -473793.187500 Penalty: 2691.560303
	Iteration 11Q: 3 clusters Score -473793.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -473827.093750 Penalty: 2691.560303
	Iteration 12Q: 3 clusters Score -473827.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -473862.093750 Penalty: 2691.560303
	Iteration 13Q: 3 clusters Score -473862.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -473895.875000 Penalty: 2691.560303
	Iteration 14Q: 3 clusters Score -473895.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -473920.125000 Penalty: 2691.560303
	Iteration 15Q: 3 clusters Score -473920.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -473942.562500 Penalty: 2691.560303
	Iteration 16Q: 3 clusters Score -473942.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -473962.250000 Penalty: 2691.560303
	Iteration 17Q: 3 clusters Score -473962.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -473984.343750 Penalty: 2691.560303
	Iteration 18Q: 3 clusters Score -473984.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -474001.843750 Penalty: 2691.560303
	Iteration 19Q: 3 clusters Score -474001.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -474012.656250 Penalty: 2691.560303
	Iteration 20F: 3 clusters Score -474012.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -474026.562500 Penalty: 2691.560303
	Iteration 21Q: 3 clusters Score -474026.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -474038.000000 Penalty: 2691.560303
	Iteration 22Q: 3 clusters Score -474038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -474050.125000 Penalty: 2691.560303
	Iteration 23Q: 3 clusters Score -474050.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -474058.843750 Penalty: 2691.560303
	Iteration 24Q: 3 clusters Score -474058.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -474070.156250 Penalty: 2691.560303
	Iteration 25Q: 3 clusters Score -474070.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -474085.656250 Penalty: 2691.560303
	Iteration 26Q: 3 clusters Score -474085.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -474097.500000 Penalty: 2691.560303
	Iteration 27Q: 3 clusters Score -474097.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -474107.906250 Penalty: 2691.560303
	Iteration 28Q: 3 clusters Score -474107.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -474118.968750 Penalty: 2691.560303
	Iteration 29Q: 3 clusters Score -474119 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -474130.031250 Penalty: 2691.560303
	Iteration 30Q: 3 clusters Score -474130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -474140.343750 Penalty: 2691.560303
	Iteration 31Q: 3 clusters Score -474140.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -474145.125000 Penalty: 2691.560303
	Iteration 32Q: 3 clusters Score -474145.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -474148.687500 Penalty: 2691.560303
	Iteration 33Q: 3 clusters Score -474148.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -474152.218750 Penalty: 2691.560303
	Iteration 34Q: 3 clusters Score -474152.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -474155.187500 Penalty: 2691.560303
	Iteration 35Q: 3 clusters Score -474155.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -474157.781250 Penalty: 2691.560303
	Iteration 36Q: 3 clusters Score -474157.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -474161.437500 Penalty: 2691.560303
	Iteration 37Q: 3 clusters Score -474161.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -474164.968750 Penalty: 2691.560303
	Iteration 38Q: 3 clusters Score -474165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -474168.968750 Penalty: 2691.560303
	Iteration 39Q: 3 clusters Score -474169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -474173.718750 Penalty: 2691.560303
	Iteration 40F: 3 clusters Score -474173.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -474178.187500 Penalty: 2691.560303
	Iteration 41Q: 3 clusters Score -474178.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -474182.250000 Penalty: 2691.560303
	Iteration 42Q: 3 clusters Score -474182.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -474188.343750 Penalty: 2691.560303
	Iteration 43Q: 3 clusters Score -474188.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -474194.281250 Penalty: 2691.560303
	Iteration 44Q: 3 clusters Score -474194.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -474200.531250 Penalty: 2691.560303
	Iteration 45Q: 3 clusters Score -474200.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -474208.843750 Penalty: 2691.560303
	Iteration 46Q: 3 clusters Score -474208.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -474216.468750 Penalty: 2691.560303
	Iteration 47Q: 3 clusters Score -474216.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -474221.250000 Penalty: 2691.560303
	Iteration 48Q: 3 clusters Score -474221.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -474226.656250 Penalty: 2691.560303
	Iteration 49Q: 3 clusters Score -474226.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -474234.000000 Penalty: 2691.560303
	Iteration 50Q: 3 clusters Score -474234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -474242.406250 Penalty: 2691.560303
	Iteration 51Q: 3 clusters Score -474242.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -474251.468750 Penalty: 2691.560303
	Iteration 52Q: 3 clusters Score -474251.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -474258.000000 Penalty: 2691.560303
	Iteration 53Q: 3 clusters Score -474258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -474266.000000 Penalty: 2691.560303
	Iteration 54Q: 3 clusters Score -474266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -474279.343750 Penalty: 2691.560303
	Iteration 55Q: 3 clusters Score -474279.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -474293.281250 Penalty: 2691.560303
	Iteration 56Q: 3 clusters Score -474293.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -474301.718750 Penalty: 2691.560303
	Iteration 57Q: 3 clusters Score -474301.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -474309.312500 Penalty: 2691.560303
	Iteration 58Q: 3 clusters Score -474309.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -474320.437500 Penalty: 2691.560303
	Iteration 59Q: 3 clusters Score -474320.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -474327.750000 Penalty: 2691.560303
	Iteration 60F: 3 clusters Score -474327.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -474336.000000 Penalty: 2691.560303
	Iteration 61Q: 3 clusters Score -474336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -474345.812500 Penalty: 2691.560303
	Iteration 62Q: 3 clusters Score -474345.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -474350.687500 Penalty: 2691.560303
	Iteration 63Q: 3 clusters Score -474350.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -474357.250000 Penalty: 2691.560303
	Iteration 64Q: 3 clusters Score -474357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -474361.375000 Penalty: 2691.560303
	Iteration 65Q: 3 clusters Score -474361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -474364.750000 Penalty: 2691.560303
	Iteration 66Q: 3 clusters Score -474364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -474369.250000 Penalty: 2691.560303
	Iteration 67Q: 3 clusters Score -474369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -474371.875000 Penalty: 2691.560303
	Iteration 68Q: 3 clusters Score -474371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -474373.906250 Penalty: 2691.560303
	Iteration 69Q: 3 clusters Score -474373.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -474380.281250 Penalty: 2691.560303
	Iteration 70Q: 3 clusters Score -474380.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -474386.781250 Penalty: 2691.560303
	Iteration 71Q: 3 clusters Score -474386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -474388.218750 Penalty: 2691.560303
	Iteration 72Q: 3 clusters Score -474388.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -474391.312500 Penalty: 2691.560303
	Iteration 73Q: 3 clusters Score -474391.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -474393.406250 Penalty: 2691.560303
	Iteration 74Q: 3 clusters Score -474393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -474394.812500 Penalty: 2691.560303
	Iteration 75Q: 3 clusters Score -474394.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -474397.781250 Penalty: 2691.560303
	Iteration 76Q: 3 clusters Score -474397.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -474399.781250 Penalty: 2691.560303
	Iteration 77Q: 3 clusters Score -474399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -474401.156250 Penalty: 2691.560303
	Iteration 78Q: 3 clusters Score -474401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -474402.656250 Penalty: 2691.560303
	Iteration 79Q: 3 clusters Score -474402.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -474405.531250 Penalty: 2691.560303
	Iteration 80F: 3 clusters Score -474405.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -474407.031250 Penalty: 2691.560303
	Iteration 81Q: 3 clusters Score -474407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -474408.562500 Penalty: 2691.560303
	Iteration 82Q: 3 clusters Score -474408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -474408.562500 Penalty: 2691.560303
	Iteration 83F: 3 clusters Score -474408.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -266242.687500 Penalty: 1255.366089
	Iteration 0F: 2 clusters Score -266242.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -263998.375000 Penalty: 2510.732178
	Iteration 0F: 3 clusters Score -263998.4 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -264510.531250 Penalty: 2510.732178
	Iteration 1F: 3 clusters Score -264510.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -264617.562500 Penalty: 2510.732178
	Iteration 2F: 3 clusters Score -264617.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -264684.218750 Penalty: 2510.732178
	Iteration 3Q: 3 clusters Score -264684.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -264718.968750 Penalty: 2510.732178
	Iteration 4Q: 3 clusters Score -264719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -264751.750000 Penalty: 2510.732178
	Iteration 5Q: 3 clusters Score -264751.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -264775.343750 Penalty: 2510.732178
	Iteration 6Q: 3 clusters Score -264775.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -264793.500000 Penalty: 2510.732178
	Iteration 7Q: 3 clusters Score -264793.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -264811.593750 Penalty: 2510.732178
	Iteration 8Q: 3 clusters Score -264811.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -264830.062500 Penalty: 2510.732178
	Iteration 9Q: 3 clusters Score -264830.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -264847.468750 Penalty: 2510.732178
	Iteration 10Q: 3 clusters Score -264847.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -264862.625000 Penalty: 2510.732178
	Iteration 11Q: 3 clusters Score -264862.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -264871.500000 Penalty: 2510.732178
	Iteration 12Q: 3 clusters Score -264871.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -264885.625000 Penalty: 2510.732178
	Iteration 13Q: 3 clusters Score -264885.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -264900.750000 Penalty: 2510.732178
	Iteration 14Q: 3 clusters Score -264900.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -264910.812500 Penalty: 2510.732178
	Iteration 15Q: 3 clusters Score -264910.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -264922.062500 Penalty: 2510.732178
	Iteration 16Q: 3 clusters Score -264922.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -264930.031250 Penalty: 2510.732178
	Iteration 17Q: 3 clusters Score -264930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -264943.156250 Penalty: 2510.732178
	Iteration 18Q: 3 clusters Score -264943.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -264956.406250 Penalty: 2510.732178
	Iteration 19Q: 3 clusters Score -264956.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -264970.937500 Penalty: 2510.732178
	Iteration 20F: 3 clusters Score -264970.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -264984.437500 Penalty: 2510.732178
	Iteration 21Q: 3 clusters Score -264984.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -264993.625000 Penalty: 2510.732178
	Iteration 22Q: 3 clusters Score -264993.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -264998.875000 Penalty: 2510.732178
	Iteration 23Q: 3 clusters Score -264998.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -265004.437500 Penalty: 2510.732178
	Iteration 24Q: 3 clusters Score -265004.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -265013.687500 Penalty: 2510.732178
	Iteration 25Q: 3 clusters Score -265013.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -265019.093750 Penalty: 2510.732178
	Iteration 26Q: 3 clusters Score -265019.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -265024.906250 Penalty: 2510.732178
	Iteration 27Q: 3 clusters Score -265024.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -265028.500000 Penalty: 2510.732178
	Iteration 28Q: 3 clusters Score -265028.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -265030.218750 Penalty: 2510.732178
	Iteration 29Q: 3 clusters Score -265030.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -265032.843750 Penalty: 2510.732178
	Iteration 30Q: 3 clusters Score -265032.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -265036.500000 Penalty: 2510.732178
	Iteration 31Q: 3 clusters Score -265036.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -265038.718750 Penalty: 2510.732178
	Iteration 32Q: 3 clusters Score -265038.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -265041.125000 Penalty: 2510.732178
	Iteration 33Q: 3 clusters Score -265041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -265041.250000 Penalty: 2510.732178
	Iteration 34Q: 3 clusters Score -265041.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -265041.250000 Penalty: 2510.732178
	Iteration 35F: 3 clusters Score -265041.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Entering Unmasked Estep 
Score: -250526.843750 Penalty: 1253.417358
	Iteration 0F: 2 clusters Score -250526.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -248252.062500 Penalty: 2506.834717
	Iteration 0F: 3 clusters Score -248252.1 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -248809.781250 Penalty: 2506.834717
	Iteration 1F: 3 clusters Score -248809.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -249020.812500 Penalty: 2506.834717
	Iteration 2F: 3 clusters Score -249020.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -249180.296875 Penalty: 2506.834717
	Iteration 3F: 3 clusters Score -249180.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -249349.187500 Penalty: 2506.834717
	Iteration 4F: 3 clusters Score -249349.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -249503.015625 Penalty: 2506.834717
	Iteration 5F: 3 clusters Score -249503 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -249671.953125 Penalty: 2506.834717
	Iteration 6F: 3 clusters Score -249672 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -249820.406250 Penalty: 2506.834717
	Iteration 7Q: 3 clusters Score -249820.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -249935.609375 Penalty: 2506.834717
	Iteration 8Q: 3 clusters Score -249935.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -250048.390625 Penalty: 2506.834717
	Iteration 9Q: 3 clusters Score -250048.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -250115.140625 Penalty: 2506.834717
	Iteration 10Q: 3 clusters Score -250115.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -250163.468750 Penalty: 2506.834717
	Iteration 11Q: 3 clusters Score -250163.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -250195.406250 Penalty: 2506.834717
	Iteration 12Q: 3 clusters Score -250195.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -250223.203125 Penalty: 2506.834717
	Iteration 13Q: 3 clusters Score -250223.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -250232.343750 Penalty: 2506.834717
	Iteration 14Q: 3 clusters Score -250232.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -250239.218750 Penalty: 2506.834717
	Iteration 15Q: 3 clusters Score -250239.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -250249.265625 Penalty: 2506.834717
	Iteration 16Q: 3 clusters Score -250249.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -250264.750000 Penalty: 2506.834717
	Iteration 17Q: 3 clusters Score -250264.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -250273.250000 Penalty: 2506.834717
	Iteration 18Q: 3 clusters Score -250273.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -250275.421875 Penalty: 2506.834717
	Iteration 19Q: 3 clusters Score -250275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -250281.765625 Penalty: 2506.834717
	Iteration 20F: 3 clusters Score -250281.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -250291.671875 Penalty: 2506.834717
	Iteration 21Q: 3 clusters Score -250291.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -250299.546875 Penalty: 2506.834717
	Iteration 22Q: 3 clusters Score -250299.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -250303.187500 Penalty: 2506.834717
	Iteration 23Q: 3 clusters Score -250303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -250307.640625 Penalty: 2506.834717
	Iteration 24Q: 3 clusters Score -250307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -250308.218750 Penalty: 2506.834717
	Iteration 25Q: 3 clusters Score -250308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -250310.812500 Penalty: 2506.834717
	Iteration 26Q: 3 clusters Score -250310.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -250315.296875 Penalty: 2506.834717
	Iteration 27Q: 3 clusters Score -250315.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -250318.031250 Penalty: 2506.834717
	Iteration 28Q: 3 clusters Score -250318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -250320.250000 Penalty: 2506.834717
	Iteration 29Q: 3 clusters Score -250320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -250323.281250 Penalty: 2506.834717
	Iteration 30Q: 3 clusters Score -250323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -250324.296875 Penalty: 2506.834717
	Iteration 31Q: 3 clusters Score -250324.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -250326.171875 Penalty: 2506.834717
	Iteration 32Q: 3 clusters Score -250326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -250327.062500 Penalty: 2506.834717
	Iteration 33Q: 3 clusters Score -250327.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -250327.328125 Penalty: 2506.834717
	Iteration 34Q: 3 clusters Score -250327.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -250327.968750 Penalty: 2506.834717
	Iteration 35Q: 3 clusters Score -250328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -250327.968750 Penalty: 2506.834717
	Iteration 36F: 3 clusters Score -250328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -503924.406250 Penalty: 1349.400024
	Iteration 0F: 2 clusters Score -503924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -500501.125000 Penalty: 2698.800049
	Iteration 0F: 3 clusters Score -500501.1 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -501406.031250 Penalty: 2698.800049
	Iteration 1F: 3 clusters Score -501406 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -501546.156250 Penalty: 2698.800049
	Iteration 2F: 3 clusters Score -501546.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -501642.968750 Penalty: 2698.800049
	Iteration 3Q: 3 clusters Score -501643 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -501717.156250 Penalty: 2698.800049
	Iteration 4Q: 3 clusters Score -501717.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -501782.000000 Penalty: 2698.800049
	Iteration 5Q: 3 clusters Score -501782 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -501844.843750 Penalty: 2698.800049
	Iteration 6Q: 3 clusters Score -501844.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -501901.343750 Penalty: 2698.800049
	Iteration 7Q: 3 clusters Score -501901.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -501947.687500 Penalty: 2698.800049
	Iteration 8Q: 3 clusters Score -501947.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -502010.500000 Penalty: 2698.800049
	Iteration 9Q: 3 clusters Score -502010.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -502073.093750 Penalty: 2698.800049
	Iteration 10Q: 3 clusters Score -502073.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -502138.125000 Penalty: 2698.800049
	Iteration 11Q: 3 clusters Score -502138.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -502199.187500 Penalty: 2698.800049
	Iteration 12Q: 3 clusters Score -502199.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -502256.468750 Penalty: 2698.800049
	Iteration 13Q: 3 clusters Score -502256.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -502318.156250 Penalty: 2698.800049
	Iteration 14Q: 3 clusters Score -502318.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -502379.562500 Penalty: 2698.800049
	Iteration 15Q: 3 clusters Score -502379.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -502435.781250 Penalty: 2698.800049
	Iteration 16Q: 3 clusters Score -502435.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -502496.000000 Penalty: 2698.800049
	Iteration 17Q: 3 clusters Score -502496 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -502549.656250 Penalty: 2698.800049
	Iteration 18Q: 3 clusters Score -502549.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -502598.781250 Penalty: 2698.800049
	Iteration 19Q: 3 clusters Score -502598.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -502629.375000 Penalty: 2698.800049
	Iteration 20F: 3 clusters Score -502629.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -502661.000000 Penalty: 2698.800049
	Iteration 21Q: 3 clusters Score -502661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -502694.593750 Penalty: 2698.800049
	Iteration 22Q: 3 clusters Score -502694.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -502716.687500 Penalty: 2698.800049
	Iteration 23Q: 3 clusters Score -502716.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -502730.343750 Penalty: 2698.800049
	Iteration 24Q: 3 clusters Score -502730.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -502741.625000 Penalty: 2698.800049
	Iteration 25Q: 3 clusters Score -502741.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -502754.406250 Penalty: 2698.800049
	Iteration 26Q: 3 clusters Score -502754.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -502760.687500 Penalty: 2698.800049
	Iteration 27Q: 3 clusters Score -502760.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -502766.812500 Penalty: 2698.800049
	Iteration 28Q: 3 clusters Score -502766.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -502769.187500 Penalty: 2698.800049
	Iteration 29Q: 3 clusters Score -502769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -502773.406250 Penalty: 2698.800049
	Iteration 30Q: 3 clusters Score -502773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -502774.031250 Penalty: 2698.800049
	Iteration 31Q: 3 clusters Score -502774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -502774.031250 Penalty: 2698.800049
	Iteration 32F: 3 clusters Score -502774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Entering Unmasked Estep 
Score: -353752.000000 Penalty: 1294.964355
	Iteration 0F: 2 clusters Score -353752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -351089.750000 Penalty: 2589.928711
	Iteration 0F: 3 clusters Score -351089.8 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -351735.593750 Penalty: 2589.928711
	Iteration 1F: 3 clusters Score -351735.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -351899.625000 Penalty: 2589.928711
	Iteration 2F: 3 clusters Score -351899.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -352013.093750 Penalty: 2589.928711
	Iteration 3F: 3 clusters Score -352013.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -352097.812500 Penalty: 2589.928711
	Iteration 4Q: 3 clusters Score -352097.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -352155.875000 Penalty: 2589.928711
	Iteration 5Q: 3 clusters Score -352155.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -352200.437500 Penalty: 2589.928711
	Iteration 6Q: 3 clusters Score -352200.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -352230.406250 Penalty: 2589.928711
	Iteration 7Q: 3 clusters Score -352230.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -352255.156250 Penalty: 2589.928711
	Iteration 8Q: 3 clusters Score -352255.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -352279.812500 Penalty: 2589.928711
	Iteration 9Q: 3 clusters Score -352279.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -352298.343750 Penalty: 2589.928711
	Iteration 10Q: 3 clusters Score -352298.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -352310.500000 Penalty: 2589.928711
	Iteration 11Q: 3 clusters Score -352310.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -352320.843750 Penalty: 2589.928711
	Iteration 12Q: 3 clusters Score -352320.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -352335.968750 Penalty: 2589.928711
	Iteration 13Q: 3 clusters Score -352336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -352355.875000 Penalty: 2589.928711
	Iteration 14Q: 3 clusters Score -352355.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -352376.250000 Penalty: 2589.928711
	Iteration 15Q: 3 clusters Score -352376.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -352398.968750 Penalty: 2589.928711
	Iteration 16Q: 3 clusters Score -352399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -352414.250000 Penalty: 2589.928711
	Iteration 17Q: 3 clusters Score -352414.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -352431.031250 Penalty: 2589.928711
	Iteration 18Q: 3 clusters Score -352431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -352451.906250 Penalty: 2589.928711
	Iteration 19Q: 3 clusters Score -352451.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -352474.281250 Penalty: 2589.928711
	Iteration 20F: 3 clusters Score -352474.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -352494.718750 Penalty: 2589.928711
	Iteration 21Q: 3 clusters Score -352494.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -352519.375000 Penalty: 2589.928711
	Iteration 22Q: 3 clusters Score -352519.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -352548.750000 Penalty: 2589.928711
	Iteration 23Q: 3 clusters Score -352548.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -352581.312500 Penalty: 2589.928711
	Iteration 24Q: 3 clusters Score -352581.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -352616.468750 Penalty: 2589.928711
	Iteration 25Q: 3 clusters Score -352616.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -352644.250000 Penalty: 2589.928711
	Iteration 26Q: 3 clusters Score -352644.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -352665.593750 Penalty: 2589.928711
	Iteration 27Q: 3 clusters Score -352665.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -352689.843750 Penalty: 2589.928711
	Iteration 28Q: 3 clusters Score -352689.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -352714.562500 Penalty: 2589.928711
	Iteration 29Q: 3 clusters Score -352714.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -352751.500000 Penalty: 2589.928711
	Iteration 30Q: 3 clusters Score -352751.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -352791.375000 Penalty: 2589.928711
	Iteration 31Q: 3 clusters Score -352791.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -352818.593750 Penalty: 2589.928711
	Iteration 32Q: 3 clusters Score -352818.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -352837.531250 Penalty: 2589.928711
	Iteration 33Q: 3 clusters Score -352837.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -352846.593750 Penalty: 2589.928711
	Iteration 34Q: 3 clusters Score -352846.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -352852.781250 Penalty: 2589.928711
	Iteration 35Q: 3 clusters Score -352852.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -352858.187500 Penalty: 2589.928711
	Iteration 36Q: 3 clusters Score -352858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -352863.843750 Penalty: 2589.928711
	Iteration 37Q: 3 clusters Score -352863.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -352869.000000 Penalty: 2589.928711
	Iteration 38Q: 3 clusters Score -352869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -352877.125000 Penalty: 2589.928711
	Iteration 39Q: 3 clusters Score -352877.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -352881.937500 Penalty: 2589.928711
	Iteration 40F: 3 clusters Score -352881.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -352890.406250 Penalty: 2589.928711
	Iteration 41Q: 3 clusters Score -352890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -352899.375000 Penalty: 2589.928711
	Iteration 42Q: 3 clusters Score -352899.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -352904.968750 Penalty: 2589.928711
	Iteration 43Q: 3 clusters Score -352905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -352911.843750 Penalty: 2589.928711
	Iteration 44Q: 3 clusters Score -352911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -352918.406250 Penalty: 2589.928711
	Iteration 45Q: 3 clusters Score -352918.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -352925.062500 Penalty: 2589.928711
	Iteration 46Q: 3 clusters Score -352925.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -352932.656250 Penalty: 2589.928711
	Iteration 47Q: 3 clusters Score -352932.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -352938.250000 Penalty: 2589.928711
	Iteration 48Q: 3 clusters Score -352938.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -352944.812500 Penalty: 2589.928711
	Iteration 49Q: 3 clusters Score -352944.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -352948.375000 Penalty: 2589.928711
	Iteration 50Q: 3 clusters Score -352948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -352950.531250 Penalty: 2589.928711
	Iteration 51Q: 3 clusters Score -352950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -352954.781250 Penalty: 2589.928711
	Iteration 52Q: 3 clusters Score -352954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -352957.406250 Penalty: 2589.928711
	Iteration 53Q: 3 clusters Score -352957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -352962.437500 Penalty: 2589.928711
	Iteration 54Q: 3 clusters Score -352962.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -352967.531250 Penalty: 2589.928711
	Iteration 55Q: 3 clusters Score -352967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -352970.750000 Penalty: 2589.928711
	Iteration 56Q: 3 clusters Score -352970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -352974.875000 Penalty: 2589.928711
	Iteration 57Q: 3 clusters Score -352974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -352979.250000 Penalty: 2589.928711
	Iteration 58Q: 3 clusters Score -352979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -352981.218750 Penalty: 2589.928711
	Iteration 59Q: 3 clusters Score -352981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -352983.281250 Penalty: 2589.928711
	Iteration 60F: 3 clusters Score -352983.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Entering Unmasked Estep 
Score: -2126601.000000 Penalty: 1590.078491
	Iteration 0F: 2 clusters Score -2126601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2114394.500000 Penalty: 3180.156982
	Iteration 0F: 3 clusters Score -2114394 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2118964.250000 Penalty: 3180.156982
	Iteration 1F: 3 clusters Score -2118964 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2119366.250000 Penalty: 3180.156982
	Iteration 2F: 3 clusters Score -2119366 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2119846.750000 Penalty: 3180.156982
	Iteration 3F: 3 clusters Score -2119847 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2120359.500000 Penalty: 3180.156982
	Iteration 4F: 3 clusters Score -2120360 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2120940.500000 Penalty: 3180.156982
	Iteration 5F: 3 clusters Score -2120940 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2121655.000000 Penalty: 3180.156982
	Iteration 6F: 3 clusters Score -2121655 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2122472.500000 Penalty: 3180.156982
	Iteration 7F: 3 clusters Score -2122472 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2123265.250000 Penalty: 3180.156982
	Iteration 8F: 3 clusters Score -2123265 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2123983.500000 Penalty: 3180.156982
	Iteration 9Q: 3 clusters Score -2123984 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2124506.750000 Penalty: 3180.156982
	Iteration 10Q: 3 clusters Score -2124507 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2124805.500000 Penalty: 3180.156982
	Iteration 11Q: 3 clusters Score -2124806 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2124981.000000 Penalty: 3180.156982
	Iteration 12Q: 3 clusters Score -2124981 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2125096.000000 Penalty: 3180.156982
	Iteration 13Q: 3 clusters Score -2125096 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2125158.250000 Penalty: 3180.156982
	Iteration 14Q: 3 clusters Score -2125158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2125194.250000 Penalty: 3180.156982
	Iteration 15Q: 3 clusters Score -2125194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2125217.000000 Penalty: 3180.156982
	Iteration 16Q: 3 clusters Score -2125217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2125231.000000 Penalty: 3180.156982
	Iteration 17Q: 3 clusters Score -2125231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2125246.750000 Penalty: 3180.156982
	Iteration 18Q: 3 clusters Score -2125247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2125256.750000 Penalty: 3180.156982
	Iteration 19Q: 3 clusters Score -2125257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2125259.500000 Penalty: 3180.156982
	Iteration 20F: 3 clusters Score -2125260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2125262.500000 Penalty: 3180.156982
	Iteration 21Q: 3 clusters Score -2125262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2125265.250000 Penalty: 3180.156982
	Iteration 22Q: 3 clusters Score -2125265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2125264.500000 Penalty: 3180.156982
	Iteration 23Q: 3 clusters Score -2125264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2125266.500000 Penalty: 3180.156982
	Iteration 24Q: 3 clusters Score -2125266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2125268.000000 Penalty: 3180.156982
	Iteration 25Q: 3 clusters Score -2125268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2125268.000000 Penalty: 3180.156982
	Iteration 26F: 3 clusters Score -2125268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Entering Unmasked Estep 
Score: -9553595.000000 Penalty: 1827.807739
	Iteration 0F: 2 clusters Score -9553595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -9505356.000000 Penalty: 3655.615479
	Iteration 0F: 3 clusters Score -9505356 nChanged 36492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -9526452.000000 Penalty: 3655.615479
	Iteration 1F: 3 clusters Score -9526452 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -9527092.000000 Penalty: 3655.615479
	Iteration 2Q: 3 clusters Score -9527092 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -9527923.000000 Penalty: 3655.615479
	Iteration 3Q: 3 clusters Score -9527923 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -9529023.000000 Penalty: 3655.615479
	Iteration 4Q: 3 clusters Score -9529023 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -9530960.000000 Penalty: 3655.615479
	Iteration 5F: 3 clusters Score -9530960 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -9534226.000000 Penalty: 3655.615479
	Iteration 6F: 3 clusters Score -9534226 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -9538794.000000 Penalty: 3655.615479
	Iteration 7F: 3 clusters Score -9538794 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66418 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -9544288.000000 Penalty: 3655.615479
	Iteration 8F: 3 clusters Score -9544288 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71764 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -9548348.000000 Penalty: 3655.615479
	Iteration 9F: 3 clusters Score -9548348 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74683 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9550569.000000 Penalty: 3655.615479
	Iteration 10Q: 3 clusters Score -9550569 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9551445.000000 Penalty: 3655.615479
	Iteration 11Q: 3 clusters Score -9551445 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9551876.000000 Penalty: 3655.615479
	Iteration 12Q: 3 clusters Score -9551876 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9552056.000000 Penalty: 3655.615479
	Iteration 13Q: 3 clusters Score -9552056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9552146.000000 Penalty: 3655.615479
	Iteration 14Q: 3 clusters Score -9552146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9552183.000000 Penalty: 3655.615479
	Iteration 15Q: 3 clusters Score -9552183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9552215.000000 Penalty: 3655.615479
	Iteration 16Q: 3 clusters Score -9552215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9552242.000000 Penalty: 3655.615479
	Iteration 17Q: 3 clusters Score -9552242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76522 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9552248.000000 Penalty: 3655.615479
	Iteration 18Q: 3 clusters Score -9552248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9552255.000000 Penalty: 3655.615479
	Iteration 19Q: 3 clusters Score -9552255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9552281.000000 Penalty: 3655.615479
	Iteration 20F: 3 clusters Score -9552281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9552290.000000 Penalty: 3655.615479
	Iteration 21Q: 3 clusters Score -9552290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9552299.000000 Penalty: 3655.615479
	Iteration 22Q: 3 clusters Score -9552299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9552306.000000 Penalty: 3655.615479
	Iteration 23Q: 3 clusters Score -9552306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9552310.000000 Penalty: 3655.615479
	Iteration 24Q: 3 clusters Score -9552310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9552305.000000 Penalty: 3655.615479
	Iteration 25Q: 3 clusters Score -9552305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9552308.000000 Penalty: 3655.615479
	Iteration 26Q: 3 clusters Score -9552308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9552308.000000 Penalty: 3655.615479
	Iteration 27F: 3 clusters Score -9552308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18541.357422 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -18541.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17983.568359 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -17983.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18102.791016 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -18102.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18149.832031 Penalty: 1708.686035
	Iteration 2F: 3 clusters Score -18149.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18162.556641 Penalty: 1708.686035
	Iteration 3Q: 3 clusters Score -18162.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18163.912109 Penalty: 1708.686035
	Iteration 4Q: 3 clusters Score -18163.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18163.912109 Penalty: 1708.686035
	Iteration 5F: 3 clusters Score -18163.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Entering Unmasked Estep 
Score: -2628321.750000 Penalty: 1618.540039
	Iteration 0F: 2 clusters Score -2628322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2613907.250000 Penalty: 3237.080078
	Iteration 0F: 3 clusters Score -2613907 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2618972.000000 Penalty: 3237.080078
	Iteration 1F: 3 clusters Score -2618972 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2619261.750000 Penalty: 3237.080078
	Iteration 2Q: 3 clusters Score -2619262 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2619515.750000 Penalty: 3237.080078
	Iteration 3Q: 3 clusters Score -2619516 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2619748.250000 Penalty: 3237.080078
	Iteration 4Q: 3 clusters Score -2619748 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2619976.000000 Penalty: 3237.080078
	Iteration 5Q: 3 clusters Score -2619976 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2620176.000000 Penalty: 3237.080078
	Iteration 6Q: 3 clusters Score -2620176 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2620383.750000 Penalty: 3237.080078
	Iteration 7Q: 3 clusters Score -2620384 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2620597.500000 Penalty: 3237.080078
	Iteration 8Q: 3 clusters Score -2620598 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2620864.750000 Penalty: 3237.080078
	Iteration 9Q: 3 clusters Score -2620865 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2621194.250000 Penalty: 3237.080078
	Iteration 10Q: 3 clusters Score -2621194 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2621600.250000 Penalty: 3237.080078
	Iteration 11Q: 3 clusters Score -2621600 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2622153.000000 Penalty: 3237.080078
	Iteration 12Q: 3 clusters Score -2622153 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2622767.000000 Penalty: 3237.080078
	Iteration 13Q: 3 clusters Score -2622767 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2623436.750000 Penalty: 3237.080078
	Iteration 14Q: 3 clusters Score -2623437 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2624167.250000 Penalty: 3237.080078
	Iteration 15Q: 3 clusters Score -2624167 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2624873.250000 Penalty: 3237.080078
	Iteration 16Q: 3 clusters Score -2624873 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2625411.000000 Penalty: 3237.080078
	Iteration 17Q: 3 clusters Score -2625411 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2625848.000000 Penalty: 3237.080078
	Iteration 18Q: 3 clusters Score -2625848 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2626142.750000 Penalty: 3237.080078
	Iteration 19Q: 3 clusters Score -2626143 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2626330.750000 Penalty: 3237.080078
	Iteration 20F: 3 clusters Score -2626331 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2626447.500000 Penalty: 3237.080078
	Iteration 21Q: 3 clusters Score -2626448 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2626520.000000 Penalty: 3237.080078
	Iteration 22Q: 3 clusters Score -2626520 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2626578.500000 Penalty: 3237.080078
	Iteration 23Q: 3 clusters Score -2626578 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2626624.000000 Penalty: 3237.080078
	Iteration 24Q: 3 clusters Score -2626624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2626658.000000 Penalty: 3237.080078
	Iteration 25Q: 3 clusters Score -2626658 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2626679.250000 Penalty: 3237.080078
	Iteration 26Q: 3 clusters Score -2626679 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2626701.500000 Penalty: 3237.080078
	Iteration 27Q: 3 clusters Score -2626702 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2626714.250000 Penalty: 3237.080078
	Iteration 28Q: 3 clusters Score -2626714 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2626728.250000 Penalty: 3237.080078
	Iteration 29Q: 3 clusters Score -2626728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2626735.750000 Penalty: 3237.080078
	Iteration 30Q: 3 clusters Score -2626736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2626747.250000 Penalty: 3237.080078
	Iteration 31Q: 3 clusters Score -2626747 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2626764.500000 Penalty: 3237.080078
	Iteration 32Q: 3 clusters Score -2626764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2626762.250000 Penalty: 3237.080078
	Iteration 33Q: 3 clusters Score -2626762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2626761.750000 Penalty: 3237.080078
	Iteration 34Q: 3 clusters Score -2626762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2626758.750000 Penalty: 3237.080078
	Iteration 35Q: 3 clusters Score -2626759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2626760.500000 Penalty: 3237.080078
	Iteration 36Q: 3 clusters Score -2626760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2626766.000000 Penalty: 3237.080078
	Iteration 37Q: 3 clusters Score -2626766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2626766.000000 Penalty: 3237.080078
	Iteration 38Q: 3 clusters Score -2626766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2626773.000000 Penalty: 3237.080078
	Iteration 39Q: 3 clusters Score -2626773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2626772.250000 Penalty: 3237.080078
	Iteration 40F: 3 clusters Score -2626772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2626778.750000 Penalty: 3237.080078
	Iteration 41Q: 3 clusters Score -2626779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2626779.000000 Penalty: 3237.080078
	Iteration 42Q: 3 clusters Score -2626779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2626781.500000 Penalty: 3237.080078
	Iteration 43Q: 3 clusters Score -2626782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2626782.250000 Penalty: 3237.080078
	Iteration 44Q: 3 clusters Score -2626782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2626787.500000 Penalty: 3237.080078
	Iteration 45Q: 3 clusters Score -2626788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2626791.500000 Penalty: 3237.080078
	Iteration 46Q: 3 clusters Score -2626792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2626792.000000 Penalty: 3237.080078
	Iteration 47Q: 3 clusters Score -2626792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2626792.750000 Penalty: 3237.080078
	Iteration 48Q: 3 clusters Score -2626793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2626787.500000 Penalty: 3237.080078
	Iteration 49Q: 3 clusters Score -2626788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2626788.250000 Penalty: 3237.080078
	Iteration 50Q: 3 clusters Score -2626788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2626791.000000 Penalty: 3237.080078
	Iteration 51Q: 3 clusters Score -2626791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2626796.500000 Penalty: 3237.080078
	Iteration 52Q: 3 clusters Score -2626796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2626792.750000 Penalty: 3237.080078
	Iteration 53Q: 3 clusters Score -2626793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2626794.250000 Penalty: 3237.080078
	Iteration 54Q: 3 clusters Score -2626794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2626791.750000 Penalty: 3237.080078
	Iteration 55Q: 3 clusters Score -2626792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2626794.750000 Penalty: 3237.080078
	Iteration 56Q: 3 clusters Score -2626795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2626796.750000 Penalty: 3237.080078
	Iteration 57Q: 3 clusters Score -2626797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2626793.000000 Penalty: 3237.080078
	Iteration 58Q: 3 clusters Score -2626793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2626790.500000 Penalty: 3237.080078
	Iteration 59Q: 3 clusters Score -2626790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2626793.750000 Penalty: 3237.080078
	Iteration 60F: 3 clusters Score -2626794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2626796.250000 Penalty: 3237.080078
	Iteration 61Q: 3 clusters Score -2626796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2626797.000000 Penalty: 3237.080078
	Iteration 62Q: 3 clusters Score -2626797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2626800.000000 Penalty: 3237.080078
	Iteration 63Q: 3 clusters Score -2626800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2626799.500000 Penalty: 3237.080078
	Iteration 64Q: 3 clusters Score -2626800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2626798.500000 Penalty: 3237.080078
	Iteration 65Q: 3 clusters Score -2626798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2626799.250000 Penalty: 3237.080078
	Iteration 66Q: 3 clusters Score -2626799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2626801.000000 Penalty: 3237.080078
	Iteration 67Q: 3 clusters Score -2626801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2626803.500000 Penalty: 3237.080078
	Iteration 68Q: 3 clusters Score -2626804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2626803.500000 Penalty: 3237.080078
	Iteration 69F: 3 clusters Score -2626804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Entering Unmasked Estep 
Score: -261341.125000 Penalty: 1243.075073
	Iteration 0F: 2 clusters Score -261341.1 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 1065 members 
Entering Unmasked Estep 
Score: -259182.687500 Penalty: 2486.150146
	Iteration 0F: 3 clusters Score -259182.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -259638.015625 Penalty: 2486.150146
	Iteration 1F: 3 clusters Score -259638 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -259769.656250 Penalty: 2486.150146
	Iteration 2F: 3 clusters Score -259769.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -259850.968750 Penalty: 2486.150146
	Iteration 3F: 3 clusters Score -259851 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -259901.531250 Penalty: 2486.150146
	Iteration 4Q: 3 clusters Score -259901.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -259942.421875 Penalty: 2486.150146
	Iteration 5Q: 3 clusters Score -259942.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -259975.125000 Penalty: 2486.150146
	Iteration 6Q: 3 clusters Score -259975.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -260006.421875 Penalty: 2486.150146
	Iteration 7Q: 3 clusters Score -260006.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -260041.343750 Penalty: 2486.150146
	Iteration 8Q: 3 clusters Score -260041.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -260097.562500 Penalty: 2486.150146
	Iteration 9Q: 3 clusters Score -260097.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -260143.921875 Penalty: 2486.150146
	Iteration 10Q: 3 clusters Score -260143.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -260179.468750 Penalty: 2486.150146
	Iteration 11Q: 3 clusters Score -260179.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -260200.609375 Penalty: 2486.150146
	Iteration 12Q: 3 clusters Score -260200.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -260224.062500 Penalty: 2486.150146
	Iteration 13Q: 3 clusters Score -260224.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -260253.281250 Penalty: 2486.150146
	Iteration 14Q: 3 clusters Score -260253.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -260278.406250 Penalty: 2486.150146
	Iteration 15Q: 3 clusters Score -260278.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -260303.015625 Penalty: 2486.150146
	Iteration 16Q: 3 clusters Score -260303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -260319.312500 Penalty: 2486.150146
	Iteration 17Q: 3 clusters Score -260319.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -260333.125000 Penalty: 2486.150146
	Iteration 18Q: 3 clusters Score -260333.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -260345.687500 Penalty: 2486.150146
	Iteration 19Q: 3 clusters Score -260345.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -260352.531250 Penalty: 2486.150146
	Iteration 20F: 3 clusters Score -260352.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -260359.406250 Penalty: 2486.150146
	Iteration 21Q: 3 clusters Score -260359.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -260364.453125 Penalty: 2486.150146
	Iteration 22Q: 3 clusters Score -260364.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -260372.234375 Penalty: 2486.150146
	Iteration 23Q: 3 clusters Score -260372.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -260380.718750 Penalty: 2486.150146
	Iteration 24Q: 3 clusters Score -260380.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -260391.640625 Penalty: 2486.150146
	Iteration 25Q: 3 clusters Score -260391.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -260399.015625 Penalty: 2486.150146
	Iteration 26Q: 3 clusters Score -260399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -260411.781250 Penalty: 2486.150146
	Iteration 27Q: 3 clusters Score -260411.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -260425.671875 Penalty: 2486.150146
	Iteration 28Q: 3 clusters Score -260425.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -260436.593750 Penalty: 2486.150146
	Iteration 29Q: 3 clusters Score -260436.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -260446.343750 Penalty: 2486.150146
	Iteration 30Q: 3 clusters Score -260446.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -260452.375000 Penalty: 2486.150146
	Iteration 31Q: 3 clusters Score -260452.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -260458.937500 Penalty: 2486.150146
	Iteration 32Q: 3 clusters Score -260458.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -260463.734375 Penalty: 2486.150146
	Iteration 33Q: 3 clusters Score -260463.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -260471.375000 Penalty: 2486.150146
	Iteration 34Q: 3 clusters Score -260471.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -260477.609375 Penalty: 2486.150146
	Iteration 35Q: 3 clusters Score -260477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -260483.375000 Penalty: 2486.150146
	Iteration 36Q: 3 clusters Score -260483.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -260487.828125 Penalty: 2486.150146
	Iteration 37Q: 3 clusters Score -260487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -260489.546875 Penalty: 2486.150146
	Iteration 38Q: 3 clusters Score -260489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -260490.625000 Penalty: 2486.150146
	Iteration 39Q: 3 clusters Score -260490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -260490.625000 Penalty: 2486.150146
	Iteration 40F: 3 clusters Score -260490.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Entering Unmasked Estep 
Score: -7772799.500000 Penalty: 1794.898071
	Iteration 0F: 2 clusters Score -7772800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -7731790.500000 Penalty: 3589.796143
	Iteration 0F: 3 clusters Score -7731790 nChanged 29532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -7748497.500000 Penalty: 3589.796143
	Iteration 1F: 3 clusters Score -7748498 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -7749021.500000 Penalty: 3589.796143
	Iteration 2Q: 3 clusters Score -7749022 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -7749598.500000 Penalty: 3589.796143
	Iteration 3Q: 3 clusters Score -7749598 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -7750227.000000 Penalty: 3589.796143
	Iteration 4Q: 3 clusters Score -7750227 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -7751087.000000 Penalty: 3589.796143
	Iteration 5Q: 3 clusters Score -7751087 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -7752363.000000 Penalty: 3589.796143
	Iteration 6Q: 3 clusters Score -7752363 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -7754381.000000 Penalty: 3589.796143
	Iteration 7F: 3 clusters Score -7754381 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -7757357.500000 Penalty: 3589.796143
	Iteration 8F: 3 clusters Score -7757358 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -7761236.500000 Penalty: 3589.796143
	Iteration 9F: 3 clusters Score -7761236 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -7765147.500000 Penalty: 3589.796143
	Iteration 10F: 3 clusters Score -7765148 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -7768153.500000 Penalty: 3589.796143
	Iteration 11F: 3 clusters Score -7768154 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -7769919.000000 Penalty: 3589.796143
	Iteration 12Q: 3 clusters Score -7769919 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -7770711.000000 Penalty: 3589.796143
	Iteration 13Q: 3 clusters Score -7770711 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -7770965.000000 Penalty: 3589.796143
	Iteration 14Q: 3 clusters Score -7770965 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -7771098.500000 Penalty: 3589.796143
	Iteration 15Q: 3 clusters Score -7771098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -7771166.500000 Penalty: 3589.796143
	Iteration 16Q: 3 clusters Score -7771166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -7771198.500000 Penalty: 3589.796143
	Iteration 17Q: 3 clusters Score -7771198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -7771214.500000 Penalty: 3589.796143
	Iteration 18Q: 3 clusters Score -7771214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -7771226.000000 Penalty: 3589.796143
	Iteration 19Q: 3 clusters Score -7771226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -7771227.000000 Penalty: 3589.796143
	Iteration 20F: 3 clusters Score -7771227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -7771231.500000 Penalty: 3589.796143
	Iteration 21Q: 3 clusters Score -7771232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -7771241.500000 Penalty: 3589.796143
	Iteration 22Q: 3 clusters Score -7771242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -7771244.500000 Penalty: 3589.796143
	Iteration 23Q: 3 clusters Score -7771244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -7771244.000000 Penalty: 3589.796143
	Iteration 24Q: 3 clusters Score -7771244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -7771247.500000 Penalty: 3589.796143
	Iteration 25Q: 3 clusters Score -7771248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -7771245.500000 Penalty: 3589.796143
	Iteration 26Q: 3 clusters Score -7771246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -7771249.000000 Penalty: 3589.796143
	Iteration 27Q: 3 clusters Score -7771249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -7771251.000000 Penalty: 3589.796143
	Iteration 28Q: 3 clusters Score -7771251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -7771253.500000 Penalty: 3589.796143
	Iteration 29Q: 3 clusters Score -7771254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -7771255.500000 Penalty: 3589.796143
	Iteration 30Q: 3 clusters Score -7771256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -7771258.500000 Penalty: 3589.796143
	Iteration 31Q: 3 clusters Score -7771258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -7771258.500000 Penalty: 3589.796143
	Iteration 32F: 3 clusters Score -7771258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -145646.093750 Penalty: 1149.268555
	Iteration 0F: 2 clusters Score -145646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -144096.359375 Penalty: 2298.537109
	Iteration 0F: 3 clusters Score -144096.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -144407.578125 Penalty: 2298.537109
	Iteration 1F: 3 clusters Score -144407.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -144475.015625 Penalty: 2298.537109
	Iteration 2F: 3 clusters Score -144475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -144499.687500 Penalty: 2298.537109
	Iteration 3Q: 3 clusters Score -144499.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -144513.500000 Penalty: 2298.537109
	Iteration 4Q: 3 clusters Score -144513.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -144522.453125 Penalty: 2298.537109
	Iteration 5Q: 3 clusters Score -144522.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -144529.156250 Penalty: 2298.537109
	Iteration 6Q: 3 clusters Score -144529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -144532.015625 Penalty: 2298.537109
	Iteration 7Q: 3 clusters Score -144532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -144539.000000 Penalty: 2298.537109
	Iteration 8Q: 3 clusters Score -144539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -144545.218750 Penalty: 2298.537109
	Iteration 9Q: 3 clusters Score -144545.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144551.953125 Penalty: 2298.537109
	Iteration 10Q: 3 clusters Score -144552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144556.093750 Penalty: 2298.537109
	Iteration 11Q: 3 clusters Score -144556.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -144560.437500 Penalty: 2298.537109
	Iteration 12Q: 3 clusters Score -144560.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -144564.750000 Penalty: 2298.537109
	Iteration 13Q: 3 clusters Score -144564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -144565.078125 Penalty: 2298.537109
	Iteration 14Q: 3 clusters Score -144565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -144565.750000 Penalty: 2298.537109
	Iteration 15Q: 3 clusters Score -144565.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -144567.593750 Penalty: 2298.537109
	Iteration 16Q: 3 clusters Score -144567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -144569.343750 Penalty: 2298.537109
	Iteration 17Q: 3 clusters Score -144569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144571.531250 Penalty: 2298.537109
	Iteration 18Q: 3 clusters Score -144571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -144573.781250 Penalty: 2298.537109
	Iteration 19Q: 3 clusters Score -144573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -144576.156250 Penalty: 2298.537109
	Iteration 20F: 3 clusters Score -144576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -144578.828125 Penalty: 2298.537109
	Iteration 21Q: 3 clusters Score -144578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -144583.421875 Penalty: 2298.537109
	Iteration 22Q: 3 clusters Score -144583.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -144583.421875 Penalty: 2298.537109
	Iteration 23F: 3 clusters Score -144583.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -383931.250000 Penalty: 1310.401245
	Iteration 0F: 2 clusters Score -383931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -381110.812500 Penalty: 2620.802490
	Iteration 0F: 3 clusters Score -381110.8 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -381784.750000 Penalty: 2620.802490
	Iteration 1F: 3 clusters Score -381784.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -381926.218750 Penalty: 2620.802490
	Iteration 2F: 3 clusters Score -381926.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -382010.812500 Penalty: 2620.802490
	Iteration 3Q: 3 clusters Score -382010.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -382076.125000 Penalty: 2620.802490
	Iteration 4Q: 3 clusters Score -382076.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -382135.593750 Penalty: 2620.802490
	Iteration 5Q: 3 clusters Score -382135.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -382183.843750 Penalty: 2620.802490
	Iteration 6Q: 3 clusters Score -382183.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -382230.250000 Penalty: 2620.802490
	Iteration 7Q: 3 clusters Score -382230.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -382282.968750 Penalty: 2620.802490
	Iteration 8Q: 3 clusters Score -382283 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -382325.812500 Penalty: 2620.802490
	Iteration 9Q: 3 clusters Score -382325.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -382370.531250 Penalty: 2620.802490
	Iteration 10Q: 3 clusters Score -382370.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -382405.218750 Penalty: 2620.802490
	Iteration 11Q: 3 clusters Score -382405.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -382433.625000 Penalty: 2620.802490
	Iteration 12Q: 3 clusters Score -382433.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -382466.156250 Penalty: 2620.802490
	Iteration 13Q: 3 clusters Score -382466.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -382495.656250 Penalty: 2620.802490
	Iteration 14Q: 3 clusters Score -382495.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -382521.875000 Penalty: 2620.802490
	Iteration 15Q: 3 clusters Score -382521.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -382544.062500 Penalty: 2620.802490
	Iteration 16Q: 3 clusters Score -382544.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -382558.062500 Penalty: 2620.802490
	Iteration 17Q: 3 clusters Score -382558.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -382573.718750 Penalty: 2620.802490
	Iteration 18Q: 3 clusters Score -382573.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -382584.156250 Penalty: 2620.802490
	Iteration 19Q: 3 clusters Score -382584.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -382601.968750 Penalty: 2620.802490
	Iteration 20F: 3 clusters Score -382602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -382618.968750 Penalty: 2620.802490
	Iteration 21Q: 3 clusters Score -382619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -382638.781250 Penalty: 2620.802490
	Iteration 22Q: 3 clusters Score -382638.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -382652.781250 Penalty: 2620.802490
	Iteration 23Q: 3 clusters Score -382652.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -382662.437500 Penalty: 2620.802490
	Iteration 24Q: 3 clusters Score -382662.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -382669.718750 Penalty: 2620.802490
	Iteration 25Q: 3 clusters Score -382669.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -382679.468750 Penalty: 2620.802490
	Iteration 26Q: 3 clusters Score -382679.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -382689.250000 Penalty: 2620.802490
	Iteration 27Q: 3 clusters Score -382689.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -382698.437500 Penalty: 2620.802490
	Iteration 28Q: 3 clusters Score -382698.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -382705.312500 Penalty: 2620.802490
	Iteration 29Q: 3 clusters Score -382705.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -382709.156250 Penalty: 2620.802490
	Iteration 30Q: 3 clusters Score -382709.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -382713.156250 Penalty: 2620.802490
	Iteration 31Q: 3 clusters Score -382713.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -382715.781250 Penalty: 2620.802490
	Iteration 32Q: 3 clusters Score -382715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -382717.125000 Penalty: 2620.802490
	Iteration 33Q: 3 clusters Score -382717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -382718.531250 Penalty: 2620.802490
	Iteration 34Q: 3 clusters Score -382718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -382720.125000 Penalty: 2620.802490
	Iteration 35Q: 3 clusters Score -382720.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -382721.562500 Penalty: 2620.802490
	Iteration 36Q: 3 clusters Score -382721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -382722.468750 Penalty: 2620.802490
	Iteration 37Q: 3 clusters Score -382722.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -382724.656250 Penalty: 2620.802490
	Iteration 38Q: 3 clusters Score -382724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -382725.343750 Penalty: 2620.802490
	Iteration 39Q: 3 clusters Score -382725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -382725.875000 Penalty: 2620.802490
	Iteration 40F: 3 clusters Score -382725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -382726.500000 Penalty: 2620.802490
	Iteration 41Q: 3 clusters Score -382726.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -382726.531250 Penalty: 2620.802490
	Iteration 42Q: 3 clusters Score -382726.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -382726.531250 Penalty: 2620.802490
	Iteration 43F: 3 clusters Score -382726.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Entering Unmasked Estep 
Score: -685799.250000 Penalty: 1408.972656
	Iteration 0F: 2 clusters Score -685799.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -681253.812500 Penalty: 2817.945312
	Iteration 0F: 3 clusters Score -681253.8 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -682596.375000 Penalty: 2817.945312
	Iteration 1F: 3 clusters Score -682596.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -682812.937500 Penalty: 2817.945312
	Iteration 2F: 3 clusters Score -682812.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -682981.437500 Penalty: 2817.945312
	Iteration 3F: 3 clusters Score -682981.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -683108.000000 Penalty: 2817.945312
	Iteration 4Q: 3 clusters Score -683108 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -683229.062500 Penalty: 2817.945312
	Iteration 5Q: 3 clusters Score -683229.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -683335.187500 Penalty: 2817.945312
	Iteration 6Q: 3 clusters Score -683335.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -683407.625000 Penalty: 2817.945312
	Iteration 7Q: 3 clusters Score -683407.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -683479.062500 Penalty: 2817.945312
	Iteration 8Q: 3 clusters Score -683479.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -683536.687500 Penalty: 2817.945312
	Iteration 9Q: 3 clusters Score -683536.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -683608.375000 Penalty: 2817.945312
	Iteration 10Q: 3 clusters Score -683608.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -683670.625000 Penalty: 2817.945312
	Iteration 11Q: 3 clusters Score -683670.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -683724.812500 Penalty: 2817.945312
	Iteration 12Q: 3 clusters Score -683724.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -683762.812500 Penalty: 2817.945312
	Iteration 13Q: 3 clusters Score -683762.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -683807.875000 Penalty: 2817.945312
	Iteration 14Q: 3 clusters Score -683807.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -683857.000000 Penalty: 2817.945312
	Iteration 15Q: 3 clusters Score -683857 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -683915.312500 Penalty: 2817.945312
	Iteration 16Q: 3 clusters Score -683915.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -683986.437500 Penalty: 2817.945312
	Iteration 17Q: 3 clusters Score -683986.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -684052.437500 Penalty: 2817.945312
	Iteration 18Q: 3 clusters Score -684052.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -684121.250000 Penalty: 2817.945312
	Iteration 19Q: 3 clusters Score -684121.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -684197.375000 Penalty: 2817.945312
	Iteration 20F: 3 clusters Score -684197.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -684248.000000 Penalty: 2817.945312
	Iteration 21Q: 3 clusters Score -684248 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -684301.625000 Penalty: 2817.945312
	Iteration 22Q: 3 clusters Score -684301.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -684349.125000 Penalty: 2817.945312
	Iteration 23Q: 3 clusters Score -684349.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -684399.187500 Penalty: 2817.945312
	Iteration 24Q: 3 clusters Score -684399.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -684444.375000 Penalty: 2817.945312
	Iteration 25Q: 3 clusters Score -684444.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -684486.125000 Penalty: 2817.945312
	Iteration 26Q: 3 clusters Score -684486.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -684529.562500 Penalty: 2817.945312
	Iteration 27Q: 3 clusters Score -684529.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -684566.062500 Penalty: 2817.945312
	Iteration 28Q: 3 clusters Score -684566.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -684602.125000 Penalty: 2817.945312
	Iteration 29Q: 3 clusters Score -684602.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -684629.625000 Penalty: 2817.945312
	Iteration 30Q: 3 clusters Score -684629.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -684653.750000 Penalty: 2817.945312
	Iteration 31Q: 3 clusters Score -684653.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -684675.875000 Penalty: 2817.945312
	Iteration 32Q: 3 clusters Score -684675.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -684695.062500 Penalty: 2817.945312
	Iteration 33Q: 3 clusters Score -684695.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -684708.250000 Penalty: 2817.945312
	Iteration 34Q: 3 clusters Score -684708.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -684720.312500 Penalty: 2817.945312
	Iteration 35Q: 3 clusters Score -684720.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -684735.812500 Penalty: 2817.945312
	Iteration 36Q: 3 clusters Score -684735.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -684749.625000 Penalty: 2817.945312
	Iteration 37Q: 3 clusters Score -684749.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -684756.562500 Penalty: 2817.945312
	Iteration 38Q: 3 clusters Score -684756.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -684768.312500 Penalty: 2817.945312
	Iteration 39Q: 3 clusters Score -684768.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -684776.625000 Penalty: 2817.945312
	Iteration 40F: 3 clusters Score -684776.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -684778.812500 Penalty: 2817.945312
	Iteration 41Q: 3 clusters Score -684778.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -684780.625000 Penalty: 2817.945312
	Iteration 42Q: 3 clusters Score -684780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -684787.312500 Penalty: 2817.945312
	Iteration 43Q: 3 clusters Score -684787.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -684788.812500 Penalty: 2817.945312
	Iteration 44Q: 3 clusters Score -684788.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -684793.875000 Penalty: 2817.945312
	Iteration 45Q: 3 clusters Score -684793.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -684795.062500 Penalty: 2817.945312
	Iteration 46Q: 3 clusters Score -684795.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -684797.437500 Penalty: 2817.945312
	Iteration 47Q: 3 clusters Score -684797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -684798.625000 Penalty: 2817.945312
	Iteration 48Q: 3 clusters Score -684798.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -684799.250000 Penalty: 2817.945312
	Iteration 49Q: 3 clusters Score -684799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -684802.125000 Penalty: 2817.945312
	Iteration 50Q: 3 clusters Score -684802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -684803.000000 Penalty: 2817.945312
	Iteration 51Q: 3 clusters Score -684803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -684804.125000 Penalty: 2817.945312
	Iteration 52Q: 3 clusters Score -684804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -684805.437500 Penalty: 2817.945312
	Iteration 53Q: 3 clusters Score -684805.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -684807.375000 Penalty: 2817.945312
	Iteration 54Q: 3 clusters Score -684807.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -684807.687500 Penalty: 2817.945312
	Iteration 55Q: 3 clusters Score -684807.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -684809.312500 Penalty: 2817.945312
	Iteration 56Q: 3 clusters Score -684809.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -684809.312500 Penalty: 2817.945312
	Iteration 57F: 3 clusters Score -684809.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Entering Unmasked Estep 
Score: -5700373.000000 Penalty: 1741.554443
	Iteration 0F: 2 clusters Score -5700373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -5670202.500000 Penalty: 3483.108887
	Iteration 0F: 3 clusters Score -5670202 nChanged 21054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -5682189.000000 Penalty: 3483.108887
	Iteration 1F: 3 clusters Score -5682189 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5683130.000000 Penalty: 3483.108887
	Iteration 2Q: 3 clusters Score -5683130 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -5684707.000000 Penalty: 3483.108887
	Iteration 3F: 3 clusters Score -5684707 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -5687371.000000 Penalty: 3483.108887
	Iteration 4F: 3 clusters Score -5687371 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -5691331.000000 Penalty: 3483.108887
	Iteration 5F: 3 clusters Score -5691331 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -5695476.500000 Penalty: 3483.108887
	Iteration 6F: 3 clusters Score -5695476 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -5697609.000000 Penalty: 3483.108887
	Iteration 7Q: 3 clusters Score -5697609 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -5698422.500000 Penalty: 3483.108887
	Iteration 8Q: 3 clusters Score -5698422 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -5698663.000000 Penalty: 3483.108887
	Iteration 9Q: 3 clusters Score -5698663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -5698728.500000 Penalty: 3483.108887
	Iteration 10Q: 3 clusters Score -5698728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -5698758.500000 Penalty: 3483.108887
	Iteration 11Q: 3 clusters Score -5698758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -5698788.500000 Penalty: 3483.108887
	Iteration 12Q: 3 clusters Score -5698788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -5698804.000000 Penalty: 3483.108887
	Iteration 13Q: 3 clusters Score -5698804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -5698807.000000 Penalty: 3483.108887
	Iteration 14Q: 3 clusters Score -5698807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -5698819.000000 Penalty: 3483.108887
	Iteration 15Q: 3 clusters Score -5698819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -5698818.000000 Penalty: 3483.108887
	Iteration 16Q: 3 clusters Score -5698818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -5698818.000000 Penalty: 3483.108887
	Iteration 17F: 3 clusters Score -5698818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Entering Unmasked Estep 
Score: -1886376.625000 Penalty: 1561.175781
	Iteration 0F: 2 clusters Score -1886377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1876025.500000 Penalty: 3122.351562
	Iteration 0F: 3 clusters Score -1876026 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1879555.375000 Penalty: 3122.351562
	Iteration 1F: 3 clusters Score -1879555 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1879791.875000 Penalty: 3122.351562
	Iteration 2F: 3 clusters Score -1879792 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1879982.500000 Penalty: 3122.351562
	Iteration 3Q: 3 clusters Score -1879982 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1880138.000000 Penalty: 3122.351562
	Iteration 4Q: 3 clusters Score -1880138 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1880269.250000 Penalty: 3122.351562
	Iteration 5Q: 3 clusters Score -1880269 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1880378.000000 Penalty: 3122.351562
	Iteration 6Q: 3 clusters Score -1880378 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1880482.000000 Penalty: 3122.351562
	Iteration 7Q: 3 clusters Score -1880482 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1880585.875000 Penalty: 3122.351562
	Iteration 8Q: 3 clusters Score -1880586 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1880717.375000 Penalty: 3122.351562
	Iteration 9Q: 3 clusters Score -1880717 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1880870.750000 Penalty: 3122.351562
	Iteration 10Q: 3 clusters Score -1880871 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1881031.375000 Penalty: 3122.351562
	Iteration 11Q: 3 clusters Score -1881031 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1881208.375000 Penalty: 3122.351562
	Iteration 12Q: 3 clusters Score -1881208 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1881414.750000 Penalty: 3122.351562
	Iteration 13Q: 3 clusters Score -1881415 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1881612.250000 Penalty: 3122.351562
	Iteration 14Q: 3 clusters Score -1881612 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1881801.250000 Penalty: 3122.351562
	Iteration 15Q: 3 clusters Score -1881801 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1882026.250000 Penalty: 3122.351562
	Iteration 16Q: 3 clusters Score -1882026 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1882290.625000 Penalty: 3122.351562
	Iteration 17Q: 3 clusters Score -1882291 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1882562.250000 Penalty: 3122.351562
	Iteration 18Q: 3 clusters Score -1882562 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1882783.125000 Penalty: 3122.351562
	Iteration 19Q: 3 clusters Score -1882783 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1882948.375000 Penalty: 3122.351562
	Iteration 20F: 3 clusters Score -1882948 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1883055.125000 Penalty: 3122.351562
	Iteration 21Q: 3 clusters Score -1883055 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1883108.000000 Penalty: 3122.351562
	Iteration 22Q: 3 clusters Score -1883108 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1883157.250000 Penalty: 3122.351562
	Iteration 23Q: 3 clusters Score -1883157 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1883187.750000 Penalty: 3122.351562
	Iteration 24Q: 3 clusters Score -1883188 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1883215.000000 Penalty: 3122.351562
	Iteration 25Q: 3 clusters Score -1883215 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1883244.000000 Penalty: 3122.351562
	Iteration 26Q: 3 clusters Score -1883244 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1883273.125000 Penalty: 3122.351562
	Iteration 27Q: 3 clusters Score -1883273 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1883301.250000 Penalty: 3122.351562
	Iteration 28Q: 3 clusters Score -1883301 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1883325.375000 Penalty: 3122.351562
	Iteration 29Q: 3 clusters Score -1883325 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1883355.500000 Penalty: 3122.351562
	Iteration 30Q: 3 clusters Score -1883356 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1883374.375000 Penalty: 3122.351562
	Iteration 31Q: 3 clusters Score -1883374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1883396.500000 Penalty: 3122.351562
	Iteration 32Q: 3 clusters Score -1883396 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1883420.250000 Penalty: 3122.351562
	Iteration 33Q: 3 clusters Score -1883420 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1883442.875000 Penalty: 3122.351562
	Iteration 34Q: 3 clusters Score -1883443 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1883469 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1883518.375000 Penalty: 3122.351562
	Iteration 37Q: 3 clusters Score -1883518 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1883542.625000 Penalty: 3122.351562
	Iteration 38Q: 3 clusters Score -1883543 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1883572.500000 Penalty: 3122.351562
	Iteration 39Q: 3 clusters Score -1883572 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1883587.125000 Penalty: 3122.351562
	Iteration 40F: 3 clusters Score -1883587 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1883608.625000 Penalty: 3122.351562
	Iteration 41Q: 3 clusters Score -1883609 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1883629.000000 Penalty: 3122.351562
	Iteration 42Q: 3 clusters Score -1883629 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1883646.500000 Penalty: 3122.351562
	Iteration 43Q: 3 clusters Score -1883646 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1883658.750000 Penalty: 3122.351562
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1883679 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1883697 nChanged 106
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Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1883720 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1883750 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1883789.000000 Penalty: 3122.351562
	Iteration 49Q: 3 clusters Score -1883789 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1883826.250000 Penalty: 3122.351562
	Iteration 50Q: 3 clusters Score -1883826 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1883856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1883896.875000 Penalty: 3122.351562
	Iteration 52Q: 3 clusters Score -1883897 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1883940.250000 Penalty: 3122.351562
	Iteration 53Q: 3 clusters Score -1883940 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1883981 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1884015.000000 Penalty: 3122.351562
	Iteration 55Q: 3 clusters Score -1884015 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1884069 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1884113.500000 Penalty: 3122.351562
	Iteration 57Q: 3 clusters Score -1884114 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1884146.375000 Penalty: 3122.351562
	Iteration 58Q: 3 clusters Score -1884146 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1884177.500000 Penalty: 3122.351562
	Iteration 59Q: 3 clusters Score -1884178 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1884218.000000 Penalty: 3122.351562
	Iteration 60F: 3 clusters Score -1884218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1884243.875000 Penalty: 3122.351562
	Iteration 61Q: 3 clusters Score -1884244 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1884275.875000 Penalty: 3122.351562
	Iteration 62Q: 3 clusters Score -1884276 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1884309 nChanged 102
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Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1884337.625000 Penalty: 3122.351562
	Iteration 64Q: 3 clusters Score -1884338 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1884362.000000 Penalty: 3122.351562
	Iteration 65Q: 3 clusters Score -1884362 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1884390.875000 Penalty: 3122.351562
	Iteration 66Q: 3 clusters Score -1884391 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1884411.875000 Penalty: 3122.351562
	Iteration 67Q: 3 clusters Score -1884412 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1884437 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1884461 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1884479 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1884499.625000 Penalty: 3122.351562
	Iteration 71Q: 3 clusters Score -1884500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1884508.750000 Penalty: 3122.351562
	Iteration 72Q: 3 clusters Score -1884509 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1884518.000000 Penalty: 3122.351562
	Iteration 73Q: 3 clusters Score -1884518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1884534.875000 Penalty: 3122.351562
	Iteration 74Q: 3 clusters Score -1884535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1884541.875000 Penalty: 3122.351562
	Iteration 75Q: 3 clusters Score -1884542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1884551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1884562.000000 Penalty: 3122.351562
	Iteration 77Q: 3 clusters Score -1884562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1884563.125000 Penalty: 3122.351562
	Iteration 78Q: 3 clusters Score -1884563 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1884570.875000 Penalty: 3122.351562
	Iteration 79Q: 3 clusters Score -1884571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1884574.000000 Penalty: 3122.351562
	Iteration 80F: 3 clusters Score -1884574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1884585.500000 Penalty: 3122.351562
	Iteration 81Q: 3 clusters Score -1884586 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1884588.500000 Penalty: 3122.351562
	Iteration 82Q: 3 clusters Score -1884588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1884593.625000 Penalty: 3122.351562
	Iteration 83Q: 3 clusters Score -1884594 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1884596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1884600 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1884606.375000 Penalty: 3122.351562
	Iteration 86Q: 3 clusters Score -1884606 nChanged 35
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Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1884614.000000 Penalty: 3122.351562
	Iteration 87Q: 3 clusters Score -1884614 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1884623 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1884631.625000 Penalty: 3122.351562
	Iteration 89Q: 3 clusters Score -1884632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1884638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1884641.625000 Penalty: 3122.351562
	Iteration 91Q: 3 clusters Score -1884642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1884644.000000 Penalty: 3122.351562
	Iteration 92Q: 3 clusters Score -1884644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1884655.750000 Penalty: 3122.351562
	Iteration 93Q: 3 clusters Score -1884656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1884668.500000 Penalty: 3122.351562
	Iteration 94Q: 3 clusters Score -1884668 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1884678.375000 Penalty: 3122.351562
	Iteration 95Q: 3 clusters Score -1884678 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1884686.625000 Penalty: 3122.351562
	Iteration 96Q: 3 clusters Score -1884687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1884696.625000 Penalty: 3122.351562
	Iteration 97Q: 3 clusters Score -1884697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1884703.375000 Penalty: 3122.351562
	Iteration 98Q: 3 clusters Score -1884703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1884721.500000 Penalty: 3122.351562
	Iteration 99Q: 3 clusters Score -1884722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1884724.125000 Penalty: 3122.351562
	Iteration 100F: 3 clusters Score -1884724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1884730.625000 Penalty: 3122.351562
	Iteration 101Q: 3 clusters Score -1884731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1884738.250000 Penalty: 3122.351562
	Iteration 102Q: 3 clusters Score -1884738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1884756.125000 Penalty: 3122.351562
	Iteration 103Q: 3 clusters Score -1884756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1884765.375000 Penalty: 3122.351562
	Iteration 104Q: 3 clusters Score -1884765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1884776.750000 Penalty: 3122.351562
	Iteration 105Q: 3 clusters Score -1884777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1884785.750000 Penalty: 3122.351562
	Iteration 106Q: 3 clusters Score -1884786 nChanged 35
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Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1884796.125000 Penalty: 3122.351562
	Iteration 107Q: 3 clusters Score -1884796 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1884800.125000 Penalty: 3122.351562
	Iteration 108Q: 3 clusters Score -1884800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1884804.375000 Penalty: 3122.351562
	Iteration 109Q: 3 clusters Score -1884804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1884810.000000 Penalty: 3122.351562
	Iteration 110Q: 3 clusters Score -1884810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1884819.500000 Penalty: 3122.351562
	Iteration 111Q: 3 clusters Score -1884820 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1884820.500000 Penalty: 3122.351562
	Iteration 112Q: 3 clusters Score -1884820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1884821.875000 Penalty: 3122.351562
	Iteration 113Q: 3 clusters Score -1884822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1884830.625000 Penalty: 3122.351562
	Iteration 114Q: 3 clusters Score -1884831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1884830.625000 Penalty: 3122.351562
	Iteration 115Q: 3 clusters Score -1884831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1884835.125000 Penalty: 3122.351562
	Iteration 116Q: 3 clusters Score -1884835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1884836.875000 Penalty: 3122.351562
	Iteration 117Q: 3 clusters Score -1884837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1884838.875000 Penalty: 3122.351562
	Iteration 118Q: 3 clusters Score -1884839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1884839.625000 Penalty: 3122.351562
	Iteration 119Q: 3 clusters Score -1884840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1884842.125000 Penalty: 3122.351562
	Iteration 120F: 3 clusters Score -1884842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1884851.250000 Penalty: 3122.351562
	Iteration 121Q: 3 clusters Score -1884851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1884854.375000 Penalty: 3122.351562
	Iteration 122Q: 3 clusters Score -1884854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1884858.125000 Penalty: 3122.351562
	Iteration 123Q: 3 clusters Score -1884858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1884861.500000 Penalty: 3122.351562
	Iteration 124Q: 3 clusters Score -1884862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1884865.375000 Penalty: 3122.351562
	Iteration 125Q: 3 clusters Score -1884865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1884869.250000 Penalty: 3122.351562
	Iteration 126Q: 3 clusters Score -1884869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1884869.625000 Penalty: 3122.351562
	Iteration 127Q: 3 clusters Score -1884870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1884876.625000 Penalty: 3122.351562
	Iteration 128Q: 3 clusters Score -1884877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1884883.250000 Penalty: 3122.351562
	Iteration 129Q: 3 clusters Score -1884883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1884888.000000 Penalty: 3122.351562
	Iteration 130Q: 3 clusters Score -1884888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1884893.875000 Penalty: 3122.351562
	Iteration 131Q: 3 clusters Score -1884894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1884894.125000 Penalty: 3122.351562
	Iteration 132Q: 3 clusters Score -1884894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1884895.375000 Penalty: 3122.351562
	Iteration 133Q: 3 clusters Score -1884895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1884902.750000 Penalty: 3122.351562
	Iteration 134Q: 3 clusters Score -1884903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1884905.250000 Penalty: 3122.351562
	Iteration 135Q: 3 clusters Score -1884905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1884907.500000 Penalty: 3122.351562
	Iteration 136Q: 3 clusters Score -1884908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1884911.750000 Penalty: 3122.351562
	Iteration 137Q: 3 clusters Score -1884912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1884909.250000 Penalty: 3122.351562
	Iteration 138Q: 3 clusters Score -1884909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1884917.000000 Penalty: 3122.351562
	Iteration 139Q: 3 clusters Score -1884917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1884916.875000 Penalty: 3122.351562
	Iteration 140F: 3 clusters Score -1884917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1884925.125000 Penalty: 3122.351562
	Iteration 141Q: 3 clusters Score -1884925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1884928.875000 Penalty: 3122.351562
	Iteration 142Q: 3 clusters Score -1884929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1884934.250000 Penalty: 3122.351562
	Iteration 143Q: 3 clusters Score -1884934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1884934.250000 Penalty: 3122.351562
	Iteration 144Q: 3 clusters Score -1884934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1884938.250000 Penalty: 3122.351562
	Iteration 145Q: 3 clusters Score -1884938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1884939.750000 Penalty: 3122.351562
	Iteration 146Q: 3 clusters Score -1884940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1884942.625000 Penalty: 3122.351562
	Iteration 147Q: 3 clusters Score -1884943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1884943.875000 Penalty: 3122.351562
	Iteration 148Q: 3 clusters Score -1884944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1884943.875000 Penalty: 3122.351562
	Iteration 149Q: 3 clusters Score -1884944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1884947.750000 Penalty: 3122.351562
	Iteration 150Q: 3 clusters Score -1884948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1884947.750000 Penalty: 3122.351562
	Iteration 151Q: 3 clusters Score -1884948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1884946.500000 Penalty: 3122.351562
	Iteration 152Q: 3 clusters Score -1884946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1884948.125000 Penalty: 3122.351562
	Iteration 153Q: 3 clusters Score -1884948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1884949.375000 Penalty: 3122.351562
	Iteration 154Q: 3 clusters Score -1884949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1884950.125000 Penalty: 3122.351562
	Iteration 155Q: 3 clusters Score -1884950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1884952.250000 Penalty: 3122.351562
	Iteration 156Q: 3 clusters Score -1884952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1884958.625000 Penalty: 3122.351562
	Iteration 157Q: 3 clusters Score -1884959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1884957.125000 Penalty: 3122.351562
	Iteration 158Q: 3 clusters Score -1884957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1884959.125000 Penalty: 3122.351562
	Iteration 159Q: 3 clusters Score -1884959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1884956.625000 Penalty: 3122.351562
	Iteration 160F: 3 clusters Score -1884957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1884960.125000 Penalty: 3122.351562
	Iteration 161Q: 3 clusters Score -1884960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1884961.000000 Penalty: 3122.351562
	Iteration 162Q: 3 clusters Score -1884961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1884964.750000 Penalty: 3122.351562
	Iteration 163Q: 3 clusters Score -1884965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1884966.875000 Penalty: 3122.351562
	Iteration 164Q: 3 clusters Score -1884967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1884970.875000 Penalty: 3122.351562
	Iteration 165Q: 3 clusters Score -1884971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1884971.250000 Penalty: 3122.351562
	Iteration 166Q: 3 clusters Score -1884971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1884972.375000 Penalty: 3122.351562
	Iteration 167Q: 3 clusters Score -1884972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1884974.750000 Penalty: 3122.351562
	Iteration 168Q: 3 clusters Score -1884975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1884974.875000 Penalty: 3122.351562
	Iteration 169Q: 3 clusters Score -1884975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1884978.875000 Penalty: 3122.351562
	Iteration 170Q: 3 clusters Score -1884979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1884981.250000 Penalty: 3122.351562
	Iteration 171Q: 3 clusters Score -1884981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1884979.000000 Penalty: 3122.351562
	Iteration 172Q: 3 clusters Score -1884979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1884979.000000 Penalty: 3122.351562
	Iteration 173F: 3 clusters Score -1884979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Entering Unmasked Estep 
Score: -4777106.500000 Penalty: 1712.144531
	Iteration 0F: 2 clusters Score -4777106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4752000.500000 Penalty: 3424.289062
	Iteration 0F: 3 clusters Score -4752000 nChanged 17536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -4761742.000000 Penalty: 3424.289062
	Iteration 1F: 3 clusters Score -4761742 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4762215.000000 Penalty: 3424.289062
	Iteration 2Q: 3 clusters Score -4762215 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -4762717.500000 Penalty: 3424.289062
	Iteration 3Q: 3 clusters Score -4762718 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -4763293.000000 Penalty: 3424.289062
	Iteration 4Q: 3 clusters Score -4763293 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4763994.500000 Penalty: 3424.289062
	Iteration 5Q: 3 clusters Score -4763994 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -4764777.500000 Penalty: 3424.289062
	Iteration 6Q: 3 clusters Score -4764778 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4765643.500000 Penalty: 3424.289062
	Iteration 7F: 3 clusters Score -4765644 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -4766480.000000 Penalty: 3424.289062
	Iteration 8Q: 3 clusters Score -4766480 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -4767328.500000 Penalty: 3424.289062
	Iteration 9Q: 3 clusters Score -4767328 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4768094.500000 Penalty: 3424.289062
	Iteration 10Q: 3 clusters Score -4768094 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -4768823.500000 Penalty: 3424.289062
	Iteration 11Q: 3 clusters Score -4768824 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -4769553.500000 Penalty: 3424.289062
	Iteration 12Q: 3 clusters Score -4769554 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -4770242.000000 Penalty: 3424.289062
	Iteration 13Q: 3 clusters Score -4770242 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -4770776.500000 Penalty: 3424.289062
	Iteration 14Q: 3 clusters Score -4770776 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -4771225.000000 Penalty: 3424.289062
	Iteration 15Q: 3 clusters Score -4771225 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -4771633.000000 Penalty: 3424.289062
	Iteration 16Q: 3 clusters Score -4771633 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -4772026.000000 Penalty: 3424.289062
	Iteration 17Q: 3 clusters Score -4772026 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -4772403.500000 Penalty: 3424.289062
	Iteration 18Q: 3 clusters Score -4772404 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -4772792.000000 Penalty: 3424.289062
	Iteration 19Q: 3 clusters Score -4772792 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -4773147.000000 Penalty: 3424.289062
	Iteration 20F: 3 clusters Score -4773147 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -4773471.000000 Penalty: 3424.289062
	Iteration 21Q: 3 clusters Score -4773471 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -4773775.500000 Penalty: 3424.289062
	Iteration 22Q: 3 clusters Score -4773776 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -4774034.000000 Penalty: 3424.289062
	Iteration 23Q: 3 clusters Score -4774034 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -4774250.000000 Penalty: 3424.289062
	Iteration 24Q: 3 clusters Score -4774250 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4774386.000000 Penalty: 3424.289062
	Iteration 25Q: 3 clusters Score -4774386 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4774511.500000 Penalty: 3424.289062
	Iteration 26Q: 3 clusters Score -4774512 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -4774639.000000 Penalty: 3424.289062
	Iteration 27Q: 3 clusters Score -4774639 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -4774768.000000 Penalty: 3424.289062
	Iteration 28Q: 3 clusters Score -4774768 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4774885.000000 Penalty: 3424.289062
	Iteration 29Q: 3 clusters Score -4774885 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4774977.500000 Penalty: 3424.289062
	Iteration 30Q: 3 clusters Score -4774978 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4775052.500000 Penalty: 3424.289062
	Iteration 31Q: 3 clusters Score -4775052 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -4775101.000000 Penalty: 3424.289062
	Iteration 32Q: 3 clusters Score -4775101 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4775164.500000 Penalty: 3424.289062
	Iteration 33Q: 3 clusters Score -4775164 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -4775230.000000 Penalty: 3424.289062
	Iteration 34Q: 3 clusters Score -4775230 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -4775293.000000 Penalty: 3424.289062
	Iteration 35Q: 3 clusters Score -4775293 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4775331.000000 Penalty: 3424.289062
	Iteration 36Q: 3 clusters Score -4775331 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -4775386.000000 Penalty: 3424.289062
	Iteration 37Q: 3 clusters Score -4775386 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -4775431.000000 Penalty: 3424.289062
	Iteration 38Q: 3 clusters Score -4775431 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -4775464.000000 Penalty: 3424.289062
	Iteration 39Q: 3 clusters Score -4775464 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -4775493.000000 Penalty: 3424.289062
	Iteration 40F: 3 clusters Score -4775493 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -4775524.000000 Penalty: 3424.289062
	Iteration 41Q: 3 clusters Score -4775524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -4775544.500000 Penalty: 3424.289062
	Iteration 42Q: 3 clusters Score -4775544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -4775563.500000 Penalty: 3424.289062
	Iteration 43Q: 3 clusters Score -4775564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -4775578.000000 Penalty: 3424.289062
	Iteration 44Q: 3 clusters Score -4775578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -4775596.500000 Penalty: 3424.289062
	Iteration 45Q: 3 clusters Score -4775596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -4775607.000000 Penalty: 3424.289062
	Iteration 46Q: 3 clusters Score -4775607 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -4775624.500000 Penalty: 3424.289062
	Iteration 47Q: 3 clusters Score -4775624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -4775631.500000 Penalty: 3424.289062
	Iteration 48Q: 3 clusters Score -4775632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4775645.000000 Penalty: 3424.289062
	Iteration 49Q: 3 clusters Score -4775645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4775664.000000 Penalty: 3424.289062
	Iteration 50Q: 3 clusters Score -4775664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4775668.500000 Penalty: 3424.289062
	Iteration 51Q: 3 clusters Score -4775668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -4775675.000000 Penalty: 3424.289062
	Iteration 52Q: 3 clusters Score -4775675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -4775687.000000 Penalty: 3424.289062
	Iteration 53Q: 3 clusters Score -4775687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -4775687.000000 Penalty: 3424.289062
	Iteration 54Q: 3 clusters Score -4775687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -4775685.500000 Penalty: 3424.289062
	Iteration 55Q: 3 clusters Score -4775686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -4775692.500000 Penalty: 3424.289062
	Iteration 56Q: 3 clusters Score -4775692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -4775707.000000 Penalty: 3424.289062
	Iteration 57Q: 3 clusters Score -4775707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -4775711.000000 Penalty: 3424.289062
	Iteration 58Q: 3 clusters Score -4775711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -4775715.000000 Penalty: 3424.289062
	Iteration 59Q: 3 clusters Score -4775715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -4775716.500000 Penalty: 3424.289062
	Iteration 60F: 3 clusters Score -4775716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4775725.000000 Penalty: 3424.289062
	Iteration 61Q: 3 clusters Score -4775725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -4775731.000000 Penalty: 3424.289062
	Iteration 62Q: 3 clusters Score -4775731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -4775730.000000 Penalty: 3424.289062
	Iteration 63Q: 3 clusters Score -4775730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -4775740.000000 Penalty: 3424.289062
	Iteration 64Q: 3 clusters Score -4775740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4775753.500000 Penalty: 3424.289062
	Iteration 65Q: 3 clusters Score -4775754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -4775763.000000 Penalty: 3424.289062
	Iteration 66Q: 3 clusters Score -4775763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -4775770.000000 Penalty: 3424.289062
	Iteration 67Q: 3 clusters Score -4775770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -4775781.500000 Penalty: 3424.289062
	Iteration 68Q: 3 clusters Score -4775782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -4775786.500000 Penalty: 3424.289062
	Iteration 69Q: 3 clusters Score -4775786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -4775782.500000 Penalty: 3424.289062
	Iteration 70Q: 3 clusters Score -4775782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -4775795.000000 Penalty: 3424.289062
	Iteration 71Q: 3 clusters Score -4775795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -4775795.000000 Penalty: 3424.289062
	Iteration 72Q: 3 clusters Score -4775795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -4775800.500000 Penalty: 3424.289062
	Iteration 73Q: 3 clusters Score -4775800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -4775802.500000 Penalty: 3424.289062
	Iteration 74Q: 3 clusters Score -4775802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -4775806.500000 Penalty: 3424.289062
	Iteration 75Q: 3 clusters Score -4775806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -4775806.500000 Penalty: 3424.289062
	Iteration 76F: 3 clusters Score -4775806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Entering Unmasked Estep 
Score: -5952050.000000 Penalty: 1750.745483
	Iteration 0F: 2 clusters Score -5952050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -5920054.000000 Penalty: 3501.490967
	Iteration 0F: 3 clusters Score -5920054 nChanged 22349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -5932857.000000 Penalty: 3501.490967
	Iteration 1F: 3 clusters Score -5932857 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -5933486.000000 Penalty: 3501.490967
	Iteration 2Q: 3 clusters Score -5933486 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -5934231.000000 Penalty: 3501.490967
	Iteration 3Q: 3 clusters Score -5934231 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -5935088.000000 Penalty: 3501.490967
	Iteration 4Q: 3 clusters Score -5935088 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -5935991.000000 Penalty: 3501.490967
	Iteration 5Q: 3 clusters Score -5935991 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -5936885.500000 Penalty: 3501.490967
	Iteration 6Q: 3 clusters Score -5936886 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -5937649.000000 Penalty: 3501.490967
	Iteration 7Q: 3 clusters Score -5937649 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -5938241.000000 Penalty: 3501.490967
	Iteration 8Q: 3 clusters Score -5938241 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -5938734.500000 Penalty: 3501.490967
	Iteration 9Q: 3 clusters Score -5938734 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -5939199.000000 Penalty: 3501.490967
	Iteration 10Q: 3 clusters Score -5939199 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -5939673.000000 Penalty: 3501.490967
	Iteration 11Q: 3 clusters Score -5939673 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -5940206.000000 Penalty: 3501.490967
	Iteration 12Q: 3 clusters Score -5940206 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -5940916.500000 Penalty: 3501.490967
	Iteration 13Q: 3 clusters Score -5940916 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -5941844.000000 Penalty: 3501.490967
	Iteration 14Q: 3 clusters Score -5941844 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -5943043.000000 Penalty: 3501.490967
	Iteration 15Q: 3 clusters Score -5943043 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -5944247.000000 Penalty: 3501.490967
	Iteration 16Q: 3 clusters Score -5944247 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -5945479.500000 Penalty: 3501.490967
	Iteration 17Q: 3 clusters Score -5945480 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -5946473.500000 Penalty: 3501.490967
	Iteration 18Q: 3 clusters Score -5946474 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -5947241.500000 Penalty: 3501.490967
	Iteration 19Q: 3 clusters Score -5947242 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -5947901.500000 Penalty: 3501.490967
	Iteration 20F: 3 clusters Score -5947902 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -5948330.500000 Penalty: 3501.490967
	Iteration 21Q: 3 clusters Score -5948330 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -5948743.000000 Penalty: 3501.490967
	Iteration 22Q: 3 clusters Score -5948743 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -5949080.000000 Penalty: 3501.490967
	Iteration 23Q: 3 clusters Score -5949080 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -5949339.000000 Penalty: 3501.490967
	Iteration 24Q: 3 clusters Score -5949339 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -5949556.500000 Penalty: 3501.490967
	Iteration 25Q: 3 clusters Score -5949556 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -5949737.000000 Penalty: 3501.490967
	Iteration 26Q: 3 clusters Score -5949737 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -5949885.000000 Penalty: 3501.490967
	Iteration 27Q: 3 clusters Score -5949885 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -5950050.000000 Penalty: 3501.490967
	Iteration 28Q: 3 clusters Score -5950050 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -5950146.000000 Penalty: 3501.490967
	Iteration 29Q: 3 clusters Score -5950146 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -5950223.500000 Penalty: 3501.490967
	Iteration 30Q: 3 clusters Score -5950224 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -5950289.000000 Penalty: 3501.490967
	Iteration 31Q: 3 clusters Score -5950289 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -5950342.000000 Penalty: 3501.490967
	Iteration 32Q: 3 clusters Score -5950342 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -5950383.000000 Penalty: 3501.490967
	Iteration 33Q: 3 clusters Score -5950383 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -5950407.000000 Penalty: 3501.490967
	Iteration 34Q: 3 clusters Score -5950407 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -5950433.000000 Penalty: 3501.490967
	Iteration 35Q: 3 clusters Score -5950433 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -5950459.500000 Penalty: 3501.490967
	Iteration 36Q: 3 clusters Score -5950460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -5950496.000000 Penalty: 3501.490967
	Iteration 37Q: 3 clusters Score -5950496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -5950514.000000 Penalty: 3501.490967
	Iteration 38Q: 3 clusters Score -5950514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -5950525.000000 Penalty: 3501.490967
	Iteration 39Q: 3 clusters Score -5950525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -5950537.500000 Penalty: 3501.490967
	Iteration 40F: 3 clusters Score -5950538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -5950547.500000 Penalty: 3501.490967
	Iteration 41Q: 3 clusters Score -5950548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -5950557.500000 Penalty: 3501.490967
	Iteration 42Q: 3 clusters Score -5950558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -5950560.500000 Penalty: 3501.490967
	Iteration 43Q: 3 clusters Score -5950560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -5950572.000000 Penalty: 3501.490967
	Iteration 44Q: 3 clusters Score -5950572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -5950591.000000 Penalty: 3501.490967
	Iteration 45Q: 3 clusters Score -5950591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -5950605.000000 Penalty: 3501.490967
	Iteration 46Q: 3 clusters Score -5950605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -5950611.000000 Penalty: 3501.490967
	Iteration 47Q: 3 clusters Score -5950611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -5950617.500000 Penalty: 3501.490967
	Iteration 48Q: 3 clusters Score -5950618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -5950637.500000 Penalty: 3501.490967
	Iteration 49Q: 3 clusters Score -5950638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -5950641.500000 Penalty: 3501.490967
	Iteration 50Q: 3 clusters Score -5950642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -5950643.500000 Penalty: 3501.490967
	Iteration 51Q: 3 clusters Score -5950644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -5950645.500000 Penalty: 3501.490967
	Iteration 52Q: 3 clusters Score -5950646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -5950648.000000 Penalty: 3501.490967
	Iteration 53Q: 3 clusters Score -5950648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -5950658.500000 Penalty: 3501.490967
	Iteration 54Q: 3 clusters Score -5950658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -5950659.000000 Penalty: 3501.490967
	Iteration 55Q: 3 clusters Score -5950659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -5950660.000000 Penalty: 3501.490967
	Iteration 56Q: 3 clusters Score -5950660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -5950657.500000 Penalty: 3501.490967
	Iteration 57Q: 3 clusters Score -5950658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -5950660.000000 Penalty: 3501.490967
	Iteration 58Q: 3 clusters Score -5950660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -5950665.500000 Penalty: 3501.490967
	Iteration 59Q: 3 clusters Score -5950666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -5950668.500000 Penalty: 3501.490967
	Iteration 60F: 3 clusters Score -5950668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -5950670.500000 Penalty: 3501.490967
	Iteration 61Q: 3 clusters Score -5950670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -5950671.000000 Penalty: 3501.490967
	Iteration 62Q: 3 clusters Score -5950671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -5950675.500000 Penalty: 3501.490967
	Iteration 63Q: 3 clusters Score -5950676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -5950674.500000 Penalty: 3501.490967
	Iteration 64Q: 3 clusters Score -5950674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -5950674.000000 Penalty: 3501.490967
	Iteration 65Q: 3 clusters Score -5950674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -5950674.000000 Penalty: 3501.490967
	Iteration 66Q: 3 clusters Score -5950674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -5950672.500000 Penalty: 3501.490967
	Iteration 67Q: 3 clusters Score -5950672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -5950676.000000 Penalty: 3501.490967
	Iteration 68Q: 3 clusters Score -5950676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -5950674.000000 Penalty: 3501.490967
	Iteration 69Q: 3 clusters Score -5950674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -5950673.500000 Penalty: 3501.490967
	Iteration 70Q: 3 clusters Score -5950674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -5950675.000000 Penalty: 3501.490967
	Iteration 71Q: 3 clusters Score -5950675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -5950670.500000 Penalty: 3501.490967
	Iteration 72Q: 3 clusters Score -5950670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -5950670.500000 Penalty: 3501.490967
	Iteration 73F: 3 clusters Score -5950670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (74749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Entering Unmasked Estep 
Score: -9240845.000000 Penalty: 1823.557373
	Iteration 0F: 2 clusters Score -9240845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -9193833.000000 Penalty: 3647.114746
	Iteration 0F: 3 clusters Score -9193833 nChanged 35566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -9214244.000000 Penalty: 3647.114746
	Iteration 1F: 3 clusters Score -9214244 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -9214931.000000 Penalty: 3647.114746
	Iteration 2Q: 3 clusters Score -9214931 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -9215799.000000 Penalty: 3647.114746
	Iteration 3Q: 3 clusters Score -9215799 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -9216831.000000 Penalty: 3647.114746
	Iteration 4Q: 3 clusters Score -9216831 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -9218138.000000 Penalty: 3647.114746
	Iteration 5Q: 3 clusters Score -9218138 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -9219853.000000 Penalty: 3647.114746
	Iteration 6Q: 3 clusters Score -9219853 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -9221893.000000 Penalty: 3647.114746
	Iteration 7F: 3 clusters Score -9221893 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -9224484.000000 Penalty: 3647.114746
	Iteration 8F: 3 clusters Score -9224484 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -9227470.000000 Penalty: 3647.114746
	Iteration 9F: 3 clusters Score -9227470 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -9230550.000000 Penalty: 3647.114746
	Iteration 10F: 3 clusters Score -9230550 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -9233416.000000 Penalty: 3647.114746
	Iteration 11F: 3 clusters Score -9233416 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -9235758.000000 Penalty: 3647.114746
	Iteration 12Q: 3 clusters Score -9235758 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -9237402.000000 Penalty: 3647.114746
	Iteration 13Q: 3 clusters Score -9237402 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -9238377.000000 Penalty: 3647.114746
	Iteration 14Q: 3 clusters Score -9238377 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9238814.000000 Penalty: 3647.114746
	Iteration 15Q: 3 clusters Score -9238814 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9239050.000000 Penalty: 3647.114746
	Iteration 16Q: 3 clusters Score -9239050 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9239166.000000 Penalty: 3647.114746
	Iteration 17Q: 3 clusters Score -9239166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9239232.000000 Penalty: 3647.114746
	Iteration 18Q: 3 clusters Score -9239232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74403 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9239258.000000 Penalty: 3647.114746
	Iteration 19Q: 3 clusters Score -9239258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9239285.000000 Penalty: 3647.114746
	Iteration 20F: 3 clusters Score -9239285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9239310.000000 Penalty: 3647.114746
	Iteration 21Q: 3 clusters Score -9239310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74456 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9239326.000000 Penalty: 3647.114746
	Iteration 22Q: 3 clusters Score -9239326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74465 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9239332.000000 Penalty: 3647.114746
	Iteration 23Q: 3 clusters Score -9239332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74471 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9239340.000000 Penalty: 3647.114746
	Iteration 24Q: 3 clusters Score -9239340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74473 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9239341.000000 Penalty: 3647.114746
	Iteration 25Q: 3 clusters Score -9239341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9239353.000000 Penalty: 3647.114746
	Iteration 26Q: 3 clusters Score -9239353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9239361.000000 Penalty: 3647.114746
	Iteration 27Q: 3 clusters Score -9239361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9239369.000000 Penalty: 3647.114746
	Iteration 28Q: 3 clusters Score -9239369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9239386.000000 Penalty: 3647.114746
	Iteration 29Q: 3 clusters Score -9239386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9239378.000000 Penalty: 3647.114746
	Iteration 30Q: 3 clusters Score -9239378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9239380.000000 Penalty: 3647.114746
	Iteration 31Q: 3 clusters Score -9239380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9239383.000000 Penalty: 3647.114746
	Iteration 32Q: 3 clusters Score -9239383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9239383.000000 Penalty: 3647.114746
	Iteration 33F: 3 clusters Score -9239383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Entering Unmasked Estep 
Score: -554833.187500 Penalty: 1366.235229
	Iteration 0F: 2 clusters Score -554833.2 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 2260 members 
Entering Unmasked Estep 
Score: -551234.250000 Penalty: 2732.470459
	Iteration 0F: 3 clusters Score -551234.2 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -552148.062500 Penalty: 2732.470459
	Iteration 1F: 3 clusters Score -552148.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -552287.437500 Penalty: 2732.470459
	Iteration 2F: 3 clusters Score -552287.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -552367.750000 Penalty: 2732.470459
	Iteration 3Q: 3 clusters Score -552367.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -552427.750000 Penalty: 2732.470459
	Iteration 4Q: 3 clusters Score -552427.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -552480.625000 Penalty: 2732.470459
	Iteration 5Q: 3 clusters Score -552480.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -552525.500000 Penalty: 2732.470459
	Iteration 6Q: 3 clusters Score -552525.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -552570.812500 Penalty: 2732.470459
	Iteration 7Q: 3 clusters Score -552570.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -552622.500000 Penalty: 2732.470459
	Iteration 8Q: 3 clusters Score -552622.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -552671.625000 Penalty: 2732.470459
	Iteration 9Q: 3 clusters Score -552671.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -552734.500000 Penalty: 2732.470459
	Iteration 10Q: 3 clusters Score -552734.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -552813.875000 Penalty: 2732.470459
	Iteration 11Q: 3 clusters Score -552813.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -552892.625000 Penalty: 2732.470459
	Iteration 12Q: 3 clusters Score -552892.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -552997.125000 Penalty: 2732.470459
	Iteration 13Q: 3 clusters Score -552997.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -553118.812500 Penalty: 2732.470459
	Iteration 14Q: 3 clusters Score -553118.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -553238.437500 Penalty: 2732.470459
	Iteration 15Q: 3 clusters Score -553238.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -553337.125000 Penalty: 2732.470459
	Iteration 16Q: 3 clusters Score -553337.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -553419.000000 Penalty: 2732.470459
	Iteration 17Q: 3 clusters Score -553419 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -553491.500000 Penalty: 2732.470459
	Iteration 18Q: 3 clusters Score -553491.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -553544.937500 Penalty: 2732.470459
	Iteration 19Q: 3 clusters Score -553544.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -553597.000000 Penalty: 2732.470459
	Iteration 20F: 3 clusters Score -553597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -553626.625000 Penalty: 2732.470459
	Iteration 21Q: 3 clusters Score -553626.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -553645.500000 Penalty: 2732.470459
	Iteration 22Q: 3 clusters Score -553645.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -553655.250000 Penalty: 2732.470459
	Iteration 23Q: 3 clusters Score -553655.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -553662.312500 Penalty: 2732.470459
	Iteration 24Q: 3 clusters Score -553662.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -553666.875000 Penalty: 2732.470459
	Iteration 25Q: 3 clusters Score -553666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -553668.125000 Penalty: 2732.470459
	Iteration 26Q: 3 clusters Score -553668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -553669.062500 Penalty: 2732.470459
	Iteration 27Q: 3 clusters Score -553669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -553670.562500 Penalty: 2732.470459
	Iteration 28Q: 3 clusters Score -553670.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -553670.562500 Penalty: 2732.470459
	Iteration 29F: 3 clusters Score -553670.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -311438.000000 Penalty: 1278.217773
	Iteration 0F: 2 clusters Score -311438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -308984.468750 Penalty: 2556.435547
	Iteration 0F: 3 clusters Score -308984.5 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -309543.875000 Penalty: 2556.435547
	Iteration 1F: 3 clusters Score -309543.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -309656.593750 Penalty: 2556.435547
	Iteration 2F: 3 clusters Score -309656.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -309715.281250 Penalty: 2556.435547
	Iteration 3Q: 3 clusters Score -309715.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -309750.843750 Penalty: 2556.435547
	Iteration 4Q: 3 clusters Score -309750.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -309771.000000 Penalty: 2556.435547
	Iteration 5Q: 3 clusters Score -309771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -309782.906250 Penalty: 2556.435547
	Iteration 6Q: 3 clusters Score -309782.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -309794.625000 Penalty: 2556.435547
	Iteration 7Q: 3 clusters Score -309794.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -309802.156250 Penalty: 2556.435547
	Iteration 8Q: 3 clusters Score -309802.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -309809.593750 Penalty: 2556.435547
	Iteration 9Q: 3 clusters Score -309809.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -309816.000000 Penalty: 2556.435547
	Iteration 10Q: 3 clusters Score -309816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -309823.468750 Penalty: 2556.435547
	Iteration 11Q: 3 clusters Score -309823.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -309825.906250 Penalty: 2556.435547
	Iteration 12Q: 3 clusters Score -309825.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -309828.531250 Penalty: 2556.435547
	Iteration 13Q: 3 clusters Score -309828.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -309833.187500 Penalty: 2556.435547
	Iteration 14Q: 3 clusters Score -309833.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -309835.468750 Penalty: 2556.435547
	Iteration 15Q: 3 clusters Score -309835.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -309839.968750 Penalty: 2556.435547
	Iteration 16Q: 3 clusters Score -309840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -309844.812500 Penalty: 2556.435547
	Iteration 17Q: 3 clusters Score -309844.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -309849.718750 Penalty: 2556.435547
	Iteration 18Q: 3 clusters Score -309849.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -309852.843750 Penalty: 2556.435547
	Iteration 19Q: 3 clusters Score -309852.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -309855.812500 Penalty: 2556.435547
	Iteration 20F: 3 clusters Score -309855.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -309857.218750 Penalty: 2556.435547
	Iteration 21Q: 3 clusters Score -309857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -309858.531250 Penalty: 2556.435547
	Iteration 22Q: 3 clusters Score -309858.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -309861.031250 Penalty: 2556.435547
	Iteration 23Q: 3 clusters Score -309861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -309863.156250 Penalty: 2556.435547
	Iteration 24Q: 3 clusters Score -309863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -309865.468750 Penalty: 2556.435547
	Iteration 25Q: 3 clusters Score -309865.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -309868.250000 Penalty: 2556.435547
	Iteration 26Q: 3 clusters Score -309868.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -309870.781250 Penalty: 2556.435547
	Iteration 27Q: 3 clusters Score -309870.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -309873.906250 Penalty: 2556.435547
	Iteration 28Q: 3 clusters Score -309873.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -309876.531250 Penalty: 2556.435547
	Iteration 29Q: 3 clusters Score -309876.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -309878.875000 Penalty: 2556.435547
	Iteration 30Q: 3 clusters Score -309878.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -309881.093750 Penalty: 2556.435547
	Iteration 31Q: 3 clusters Score -309881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -309882.937500 Penalty: 2556.435547
	Iteration 32Q: 3 clusters Score -309882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -309884.468750 Penalty: 2556.435547
	Iteration 33Q: 3 clusters Score -309884.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -309885.250000 Penalty: 2556.435547
	Iteration 34Q: 3 clusters Score -309885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -309885.812500 Penalty: 2556.435547
	Iteration 35Q: 3 clusters Score -309885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -309887.687500 Penalty: 2556.435547
	Iteration 36Q: 3 clusters Score -309887.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -309888.812500 Penalty: 2556.435547
	Iteration 37Q: 3 clusters Score -309888.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -309889.562500 Penalty: 2556.435547
	Iteration 38Q: 3 clusters Score -309889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -309890.875000 Penalty: 2556.435547
	Iteration 39Q: 3 clusters Score -309890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -309890.812500 Penalty: 2556.435547
	Iteration 40F: 3 clusters Score -309890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -309890.718750 Penalty: 2556.435547
	Iteration 41Q: 3 clusters Score -309890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -309892.031250 Penalty: 2556.435547
	Iteration 42Q: 3 clusters Score -309892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -309892.906250 Penalty: 2556.435547
	Iteration 43Q: 3 clusters Score -309892.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -309892.906250 Penalty: 2556.435547
	Iteration 44F: 3 clusters Score -309892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Entering Unmasked Estep 
Score: -1962587.875000 Penalty: 1568.889771
	Iteration 0F: 2 clusters Score -1962588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1951755.250000 Penalty: 3137.779541
	Iteration 0F: 3 clusters Score -1951755 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1955570.625000 Penalty: 3137.779541
	Iteration 1F: 3 clusters Score -1955571 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1955855.125000 Penalty: 3137.779541
	Iteration 2F: 3 clusters Score -1955855 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1956106.000000 Penalty: 3137.779541
	Iteration 3Q: 3 clusters Score -1956106 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1956332.750000 Penalty: 3137.779541
	Iteration 4Q: 3 clusters Score -1956333 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1956597.125000 Penalty: 3137.779541
	Iteration 5Q: 3 clusters Score -1956597 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1956941.625000 Penalty: 3137.779541
	Iteration 6Q: 3 clusters Score -1956942 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1957459.250000 Penalty: 3137.779541
	Iteration 7F: 3 clusters Score -1957459 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1958132.625000 Penalty: 3137.779541
	Iteration 8F: 3 clusters Score -1958133 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1958956.125000 Penalty: 3137.779541
	Iteration 9F: 3 clusters Score -1958956 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1959769.250000 Penalty: 3137.779541
	Iteration 10F: 3 clusters Score -1959769 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1960356.250000 Penalty: 3137.779541
	Iteration 11Q: 3 clusters Score -1960356 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1960738.875000 Penalty: 3137.779541
	Iteration 12Q: 3 clusters Score -1960739 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1960944.375000 Penalty: 3137.779541
	Iteration 13Q: 3 clusters Score -1960944 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1961056.625000 Penalty: 3137.779541
	Iteration 14Q: 3 clusters Score -1961057 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1961129.875000 Penalty: 3137.779541
	Iteration 15Q: 3 clusters Score -1961130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1961166.875000 Penalty: 3137.779541
	Iteration 16Q: 3 clusters Score -1961167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1961187.125000 Penalty: 3137.779541
	Iteration 17Q: 3 clusters Score -1961187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1961195.500000 Penalty: 3137.779541
	Iteration 18Q: 3 clusters Score -1961196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1961198.375000 Penalty: 3137.779541
	Iteration 19Q: 3 clusters Score -1961198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1961212.875000 Penalty: 3137.779541
	Iteration 20F: 3 clusters Score -1961213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1961217.500000 Penalty: 3137.779541
	Iteration 21Q: 3 clusters Score -1961218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1961221.250000 Penalty: 3137.779541
	Iteration 22Q: 3 clusters Score -1961221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1961225.000000 Penalty: 3137.779541
	Iteration 23Q: 3 clusters Score -1961225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1961231.500000 Penalty: 3137.779541
	Iteration 24Q: 3 clusters Score -1961232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1961234.750000 Penalty: 3137.779541
	Iteration 25Q: 3 clusters Score -1961235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1961233.500000 Penalty: 3137.779541
	Iteration 26Q: 3 clusters Score -1961234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1961234.250000 Penalty: 3137.779541
	Iteration 27Q: 3 clusters Score -1961234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1961236.500000 Penalty: 3137.779541
	Iteration 28Q: 3 clusters Score -1961236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1961236.500000 Penalty: 3137.779541
	Iteration 29F: 3 clusters Score -1961236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -228239.031250 Penalty: 1222.741211
	Iteration 0F: 2 clusters Score -228239 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 929 members 
Entering Unmasked Estep 
Score: -226187.218750 Penalty: 2445.482422
	Iteration 0F: 3 clusters Score -226187.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -226657.546875 Penalty: 2445.482422
	Iteration 1F: 3 clusters Score -226657.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -226845.656250 Penalty: 2445.482422
	Iteration 2F: 3 clusters Score -226845.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -226969.359375 Penalty: 2445.482422
	Iteration 3F: 3 clusters Score -226969.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -227056.140625 Penalty: 2445.482422
	Iteration 4F: 3 clusters Score -227056.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -227131.062500 Penalty: 2445.482422
	Iteration 5Q: 3 clusters Score -227131.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -227197.906250 Penalty: 2445.482422
	Iteration 6Q: 3 clusters Score -227197.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -227249.859375 Penalty: 2445.482422
	Iteration 7Q: 3 clusters Score -227249.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -227293.046875 Penalty: 2445.482422
	Iteration 8Q: 3 clusters Score -227293 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -227325.218750 Penalty: 2445.482422
	Iteration 9Q: 3 clusters Score -227325.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -227348.328125 Penalty: 2445.482422
	Iteration 10Q: 3 clusters Score -227348.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -227365.656250 Penalty: 2445.482422
	Iteration 11Q: 3 clusters Score -227365.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -227387.859375 Penalty: 2445.482422
	Iteration 12Q: 3 clusters Score -227387.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -227411.093750 Penalty: 2445.482422
	Iteration 13Q: 3 clusters Score -227411.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -227433.093750 Penalty: 2445.482422
	Iteration 14Q: 3 clusters Score -227433.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -227459.281250 Penalty: 2445.482422
	Iteration 15Q: 3 clusters Score -227459.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -227479.359375 Penalty: 2445.482422
	Iteration 16Q: 3 clusters Score -227479.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -227496.156250 Penalty: 2445.482422
	Iteration 17Q: 3 clusters Score -227496.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -227512.109375 Penalty: 2445.482422
	Iteration 18Q: 3 clusters Score -227512.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -227531.109375 Penalty: 2445.482422
	Iteration 19Q: 3 clusters Score -227531.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -227541.046875 Penalty: 2445.482422
	Iteration 20F: 3 clusters Score -227541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -227547.687500 Penalty: 2445.482422
	Iteration 21Q: 3 clusters Score -227547.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -227556.531250 Penalty: 2445.482422
	Iteration 22Q: 3 clusters Score -227556.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -227560.937500 Penalty: 2445.482422
	Iteration 23Q: 3 clusters Score -227560.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -227563.953125 Penalty: 2445.482422
	Iteration 24Q: 3 clusters Score -227564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -227565.468750 Penalty: 2445.482422
	Iteration 25Q: 3 clusters Score -227565.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -227565.468750 Penalty: 2445.482422
	Iteration 26F: 3 clusters Score -227565.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (63439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Entering Unmasked Estep 
Score: -7881964.500000 Penalty: 1796.897949
	Iteration 0F: 2 clusters Score -7881964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -7840735.500000 Penalty: 3593.795898
	Iteration 0F: 3 clusters Score -7840736 nChanged 29971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -7858266.500000 Penalty: 3593.795898
	Iteration 1F: 3 clusters Score -7858266 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -7859231.500000 Penalty: 3593.795898
	Iteration 2Q: 3 clusters Score -7859232 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -7860802.500000 Penalty: 3593.795898
	Iteration 3F: 3 clusters Score -7860802 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -7863162.500000 Penalty: 3593.795898
	Iteration 4F: 3 clusters Score -7863162 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -7866719.000000 Penalty: 3593.795898
	Iteration 5F: 3 clusters Score -7866719 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -7870993.000000 Penalty: 3593.795898
	Iteration 6F: 3 clusters Score -7870993 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -7874852.000000 Penalty: 3593.795898
	Iteration 7F: 3 clusters Score -7874852 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -7877314.500000 Penalty: 3593.795898
	Iteration 8Q: 3 clusters Score -7877314 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -7878684.000000 Penalty: 3593.795898
	Iteration 9Q: 3 clusters Score -7878684 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -7879453.500000 Penalty: 3593.795898
	Iteration 10Q: 3 clusters Score -7879454 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -7879828.000000 Penalty: 3593.795898
	Iteration 11Q: 3 clusters Score -7879828 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -7880092.500000 Penalty: 3593.795898
	Iteration 12Q: 3 clusters Score -7880092 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61232 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7880255.000000 Penalty: 3593.795898
	Iteration 13Q: 3 clusters Score -7880255 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7880357.000000 Penalty: 3593.795898
	Iteration 14Q: 3 clusters Score -7880357 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7880458.500000 Penalty: 3593.795898
	Iteration 15Q: 3 clusters Score -7880458 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7880552.000000 Penalty: 3593.795898
	Iteration 16Q: 3 clusters Score -7880552 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7880601.000000 Penalty: 3593.795898
	Iteration 17Q: 3 clusters Score -7880601 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7880639.500000 Penalty: 3593.795898
	Iteration 18Q: 3 clusters Score -7880640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7880664.000000 Penalty: 3593.795898
	Iteration 19Q: 3 clusters Score -7880664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7880676.500000 Penalty: 3593.795898
	Iteration 20F: 3 clusters Score -7880676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7880686.500000 Penalty: 3593.795898
	Iteration 21Q: 3 clusters Score -7880686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7880685.000000 Penalty: 3593.795898
	Iteration 22Q: 3 clusters Score -7880685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7880693.500000 Penalty: 3593.795898
	Iteration 23Q: 3 clusters Score -7880694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7880698.000000 Penalty: 3593.795898
	Iteration 24Q: 3 clusters Score -7880698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7880695.500000 Penalty: 3593.795898
	Iteration 25Q: 3 clusters Score -7880696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7880702.000000 Penalty: 3593.795898
	Iteration 26Q: 3 clusters Score -7880702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7880700.500000 Penalty: 3593.795898
	Iteration 27Q: 3 clusters Score -7880700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7880711.500000 Penalty: 3593.795898
	Iteration 28Q: 3 clusters Score -7880712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7880703.500000 Penalty: 3593.795898
	Iteration 29Q: 3 clusters Score -7880704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7880695.000000 Penalty: 3593.795898
	Iteration 30Q: 3 clusters Score -7880695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7880710.500000 Penalty: 3593.795898
	Iteration 31Q: 3 clusters Score -7880710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7880730.500000 Penalty: 3593.795898
	Iteration 32Q: 3 clusters Score -7880730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7880728.500000 Penalty: 3593.795898
	Iteration 33Q: 3 clusters Score -7880728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7880727.000000 Penalty: 3593.795898
	Iteration 34Q: 3 clusters Score -7880727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7880719.500000 Penalty: 3593.795898
	Iteration 35Q: 3 clusters Score -7880720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7880720.000000 Penalty: 3593.795898
	Iteration 36Q: 3 clusters Score -7880720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7880720.000000 Penalty: 3593.795898
	Iteration 37F: 3 clusters Score -7880720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 17767 members 
Mstep: Class 8 contains 76730 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21168 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 12 contains 62663 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 3178 members 
Mstep: Class 15 contains 5829 members 
Mstep: Class 16 contains 45128 members 
Mstep: Class 17 contains 14872 members 
Mstep: Class 18 contains 37657 members 
Mstep: Class 19 contains 47754 members 
Mstep: Class 20 contains 74749 members 
Mstep: Class 21 contains 4481 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 15595 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 63439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640988.000000 Penalty: 53427.796875
Iteration 119Q: 26 clusters Score -6.264099e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 2894 members 
Mstep: Class 7 contains 17767 members 
Mstep: Class 8 contains 76771 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21136 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 62690 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 3174 members 
Mstep: Class 15 contains 5828 members 
Mstep: Class 16 contains 45125 members 
Mstep: Class 17 contains 14867 members 
Mstep: Class 18 contains 37667 members 
Mstep: Class 19 contains 47793 members 
Mstep: Class 20 contains 74654 members 
Mstep: Class 21 contains 4483 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 63455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641100.000000 Penalty: 53427.796875
Iteration 120F: 26 clusters Score -6.26411e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4039 members 
Mstep: Class 6 contains 2894 members 
Mstep: Class 7 contains 17767 members 
Mstep: Class 8 contains 76809 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21103 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 62722 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 3174 members 
Mstep: Class 15 contains 5829 members 
Mstep: Class 16 contains 45123 members 
Mstep: Class 17 contains 14863 members 
Mstep: Class 18 contains 37666 members 
Mstep: Class 19 contains 47834 members 
Mstep: Class 20 contains 74567 members 
Mstep: Class 21 contains 4482 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 63474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641208.000000 Penalty: 53427.796875
Iteration 121Q: 26 clusters Score -6.264121e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4043 members 
Mstep: Class 6 contains 2883 members 
Mstep: Class 7 contains 17767 members 
Mstep: Class 8 contains 76845 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21071 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 62773 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3171 members 
Mstep: Class 15 contains 5829 members 
Mstep: Class 16 contains 45122 members 
Mstep: Class 17 contains 14857 members 
Mstep: Class 18 contains 37670 members 
Mstep: Class 19 contains 47882 members 
Mstep: Class 20 contains 74455 members 
Mstep: Class 21 contains 4479 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 15595 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 63502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641344.000000 Penalty: 53427.796875
Iteration 122Q: 26 clusters Score -6.264134e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4046 members 
Mstep: Class 6 contains 2897 members 
Mstep: Class 7 contains 17768 members 
Mstep: Class 8 contains 76862 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21041 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 62814 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 45115 members 
Mstep: Class 17 contains 14857 members 
Mstep: Class 18 contains 37672 members 
Mstep: Class 19 contains 47931 members 
Mstep: Class 20 contains 74360 members 
Mstep: Class 21 contains 4473 members 
Mstep: Class 22 contains 2606 members 
Mstep: Class 23 contains 15589 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 63527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641416.000000 Penalty: 53427.796875
Iteration 123Q: 26 clusters Score -6.264142e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4046 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 7 contains 17768 members 
Mstep: Class 8 contains 76878 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 21019 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 62862 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 45115 members 
Mstep: Class 17 contains 14853 members 
Mstep: Class 18 contains 37674 members 
Mstep: Class 19 contains 47982 members 
Mstep: Class 20 contains 74259 members 
Mstep: Class 21 contains 4468 members 
Mstep: Class 22 contains 2606 members 
Mstep: Class 23 contains 15588 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 63533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641548.000000 Penalty: 53427.796875
Iteration 124Q: 26 clusters Score -6.264155e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4047 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 17768 members 
Mstep: Class 8 contains 76895 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20984 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 62891 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3172 members 
Mstep: Class 15 contains 5832 members 
Mstep: Class 16 contains 45113 members 
Mstep: Class 17 contains 14856 members 
Mstep: Class 18 contains 37681 members 
Mstep: Class 19 contains 48048 members 
Mstep: Class 20 contains 74163 members 
Mstep: Class 21 contains 4465 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 15589 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 63529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641552.000000 Penalty: 53427.796875
Iteration 125Q: 26 clusters Score -6.264155e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4051 members 
Mstep: Class 6 contains 2967 members 
Mstep: Class 7 contains 17768 members 
Mstep: Class 8 contains 76922 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20947 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 62919 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3173 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 45118 members 
Mstep: Class 17 contains 14855 members 
Mstep: Class 18 contains 37667 members 
Mstep: Class 19 contains 48087 members 
Mstep: Class 20 contains 74076 members 
Mstep: Class 21 contains 4463 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 15589 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 63540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641544.000000 Penalty: 53427.796875
Iteration 126Q: 26 clusters Score -6.264154e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4055 members 
Mstep: Class 6 contains 2997 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 76945 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20928 members 
Mstep: Class 11 contains 2046 members 
Mstep: Class 12 contains 62960 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5829 members 
Mstep: Class 16 contains 45117 members 
Mstep: Class 17 contains 14848 members 
Mstep: Class 18 contains 37669 members 
Mstep: Class 19 contains 48123 members 
Mstep: Class 20 contains 73984 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 15591 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 63533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641456.000000 Penalty: 53427.796875
Iteration 127Q: 26 clusters Score -6.264146e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4056 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 76985 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20905 members 
Mstep: Class 11 contains 2038 members 
Mstep: Class 12 contains 63019 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 14847 members 
Mstep: Class 18 contains 37669 members 
Mstep: Class 19 contains 48147 members 
Mstep: Class 20 contains 73881 members 
Mstep: Class 21 contains 4460 members 
Mstep: Class 22 contains 2606 members 
Mstep: Class 23 contains 15593 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 63528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641420.000000 Penalty: 53427.796875
Iteration 128Q: 26 clusters Score -6.264142e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4061 members 
Mstep: Class 6 contains 3027 members 
Mstep: Class 7 contains 17768 members 
Mstep: Class 8 contains 77031 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20894 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 63087 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 45121 members 
Mstep: Class 17 contains 14842 members 
Mstep: Class 18 contains 37670 members 
Mstep: Class 19 contains 48169 members 
Mstep: Class 20 contains 73777 members 
Mstep: Class 21 contains 4459 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 15594 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 63500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641364.000000 Penalty: 53427.796875
Iteration 129Q: 26 clusters Score -6.264136e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2280 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4062 members 
Mstep: Class 6 contains 3040 members 
Mstep: Class 7 contains 17768 members 
Mstep: Class 8 contains 77070 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20881 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 63144 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3161 members 
Mstep: Class 15 contains 5828 members 
Mstep: Class 16 contains 45120 members 
Mstep: Class 17 contains 14837 members 
Mstep: Class 18 contains 37677 members 
Mstep: Class 19 contains 48183 members 
Mstep: Class 20 contains 73676 members 
Mstep: Class 21 contains 4459 members 
Mstep: Class 22 contains 2608 members 
Mstep: Class 23 contains 15597 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 63490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641308.000000 Penalty: 53427.796875
Iteration 130Q: 26 clusters Score -6.264131e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4064 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 17768 members 
Mstep: Class 8 contains 77126 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20864 members 
Mstep: Class 11 contains 2019 members 
Mstep: Class 12 contains 63191 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 5831 members 
Mstep: Class 16 contains 45118 members 
Mstep: Class 17 contains 14832 members 
Mstep: Class 18 contains 37679 members 
Mstep: Class 19 contains 48188 members 
Mstep: Class 20 contains 73582 members 
Mstep: Class 21 contains 4459 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 15601 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 63483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641432.000000 Penalty: 53427.796875
Iteration 131Q: 26 clusters Score -6.264143e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4067 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 17768 members 
Mstep: Class 8 contains 77180 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20850 members 
Mstep: Class 11 contains 2018 members 
Mstep: Class 12 contains 63230 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 45118 members 
Mstep: Class 17 contains 14824 members 
Mstep: Class 18 contains 37683 members 
Mstep: Class 19 contains 48190 members 
Mstep: Class 20 contains 73494 members 
Mstep: Class 21 contains 4460 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 15600 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 63474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641496.000000 Penalty: 53427.796875
Iteration 132Q: 26 clusters Score -6.26415e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4071 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 77221 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20832 members 
Mstep: Class 11 contains 2015 members 
Mstep: Class 12 contains 63251 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 14825 members 
Mstep: Class 18 contains 37687 members 
Mstep: Class 19 contains 48191 members 
Mstep: Class 20 contains 73414 members 
Mstep: Class 21 contains 4460 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 15603 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 63480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641460.000000 Penalty: 53427.796875
Iteration 133Q: 26 clusters Score -6.264146e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2280 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4074 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 17771 members 
Mstep: Class 8 contains 77262 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20818 members 
Mstep: Class 11 contains 2013 members 
Mstep: Class 12 contains 63270 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3163 members 
Mstep: Class 15 contains 5837 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 37687 members 
Mstep: Class 19 contains 48196 members 
Mstep: Class 20 contains 73356 members 
Mstep: Class 21 contains 4459 members 
Mstep: Class 22 contains 2603 members 
Mstep: Class 23 contains 15607 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 63475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641504.000000 Penalty: 53427.796875
Iteration 134Q: 26 clusters Score -6.26415e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2280 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 3106 members 
Mstep: Class 7 contains 17771 members 
Mstep: Class 8 contains 77304 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20808 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 63295 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3163 members 
Mstep: Class 15 contains 5837 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 14814 members 
Mstep: Class 18 contains 37688 members 
Mstep: Class 19 contains 48220 members 
Mstep: Class 20 contains 73294 members 
Mstep: Class 21 contains 4459 members 
Mstep: Class 22 contains 2597 members 
Mstep: Class 23 contains 15610 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 63447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641568.000000 Penalty: 53427.796875
Iteration 135Q: 26 clusters Score -6.264157e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2280 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4086 members 
Mstep: Class 6 contains 3120 members 
Mstep: Class 7 contains 17771 members 
Mstep: Class 8 contains 77348 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20797 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 63338 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3163 members 
Mstep: Class 15 contains 5839 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 14807 members 
Mstep: Class 18 contains 37684 members 
Mstep: Class 19 contains 48244 members 
Mstep: Class 20 contains 73213 members 
Mstep: Class 21 contains 4458 members 
Mstep: Class 22 contains 2594 members 
Mstep: Class 23 contains 15615 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 63420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641604.000000 Penalty: 53427.796875
Iteration 136Q: 26 clusters Score -6.26416e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2280 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 3136 members 
Mstep: Class 7 contains 17771 members 
Mstep: Class 8 contains 77394 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20784 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 63391 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3164 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 45118 members 
Mstep: Class 17 contains 14805 members 
Mstep: Class 18 contains 37685 members 
Mstep: Class 19 contains 48248 members 
Mstep: Class 20 contains 73135 members 
Mstep: Class 21 contains 4457 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 15618 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 63390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641628.000000 Penalty: 53427.796875
Iteration 137Q: 26 clusters Score -6.264163e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4087 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 77437 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20774 members 
Mstep: Class 11 contains 2002 members 
Mstep: Class 12 contains 63448 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 45118 members 
Mstep: Class 17 contains 14804 members 
Mstep: Class 18 contains 37690 members 
Mstep: Class 19 contains 48249 members 
Mstep: Class 20 contains 73053 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 15620 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 63365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641652.000000 Penalty: 53427.796875
Iteration 138Q: 26 clusters Score -6.264165e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4087 members 
Mstep: Class 6 contains 3164 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 77472 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20764 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 63493 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 5840 members 
Mstep: Class 16 contains 45118 members 
Mstep: Class 17 contains 14804 members 
Mstep: Class 18 contains 37694 members 
Mstep: Class 19 contains 48253 members 
Mstep: Class 20 contains 72982 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 2589 members 
Mstep: Class 23 contains 15625 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 63351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641660.000000 Penalty: 53427.796875
Iteration 139Q: 26 clusters Score -6.264166e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4086 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 77511 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20755 members 
Mstep: Class 11 contains 1997 members 
Mstep: Class 12 contains 63532 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 5837 members 
Mstep: Class 16 contains 45117 members 
Mstep: Class 17 contains 14800 members 
Mstep: Class 18 contains 37697 members 
Mstep: Class 19 contains 48261 members 
Mstep: Class 20 contains 72919 members 
Mstep: Class 21 contains 4450 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 15623 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 63331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641648.000000 Penalty: 53427.796875
Iteration 140F: 26 clusters Score -6.264165e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4084 members 
Mstep: Class 6 contains 3193 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 77547 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20749 members 
Mstep: Class 11 contains 1996 members 
Mstep: Class 12 contains 63554 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5836 members 
Mstep: Class 16 contains 45115 members 
Mstep: Class 17 contains 14797 members 
Mstep: Class 18 contains 37699 members 
Mstep: Class 19 contains 48270 members 
Mstep: Class 20 contains 72869 members 
Mstep: Class 21 contains 4452 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 15619 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 63321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641624.000000 Penalty: 53427.796875
Iteration 141Q: 26 clusters Score -6.264162e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2280 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4084 members 
Mstep: Class 6 contains 3198 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 77571 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20745 members 
Mstep: Class 11 contains 1996 members 
Mstep: Class 12 contains 63562 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 45116 members 
Mstep: Class 17 contains 14794 members 
Mstep: Class 18 contains 37702 members 
Mstep: Class 19 contains 48284 members 
Mstep: Class 20 contains 72834 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 15616 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641764.000000 Penalty: 53427.796875
Iteration 142Q: 26 clusters Score -6.264176e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 77592 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20738 members 
Mstep: Class 11 contains 1995 members 
Mstep: Class 12 contains 63564 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 45116 members 
Mstep: Class 17 contains 14790 members 
Mstep: Class 18 contains 37702 members 
Mstep: Class 19 contains 48302 members 
Mstep: Class 20 contains 72802 members 
Mstep: Class 21 contains 4452 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 15618 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641784.000000 Penalty: 53427.796875
Iteration 143Q: 26 clusters Score -6.264178e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4086 members 
Mstep: Class 6 contains 3202 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 77612 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20731 members 
Mstep: Class 11 contains 1992 members 
Mstep: Class 12 contains 63564 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3168 members 
Mstep: Class 15 contains 5836 members 
Mstep: Class 16 contains 45116 members 
Mstep: Class 17 contains 14787 members 
Mstep: Class 18 contains 37703 members 
Mstep: Class 19 contains 48320 members 
Mstep: Class 20 contains 72770 members 
Mstep: Class 21 contains 4453 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 15620 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641728.000000 Penalty: 53427.796875
Iteration 144Q: 26 clusters Score -6.264173e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 6 contains 3204 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 77630 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20728 members 
Mstep: Class 11 contains 1986 members 
Mstep: Class 12 contains 63559 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 5837 members 
Mstep: Class 16 contains 45116 members 
Mstep: Class 17 contains 14784 members 
Mstep: Class 18 contains 37704 members 
Mstep: Class 19 contains 48336 members 
Mstep: Class 20 contains 72746 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 15621 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641716.000000 Penalty: 53427.796875
Iteration 145Q: 26 clusters Score -6.264172e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 6 contains 3206 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 77645 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20722 members 
Mstep: Class 11 contains 1982 members 
Mstep: Class 12 contains 63564 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 5837 members 
Mstep: Class 16 contains 45116 members 
Mstep: Class 17 contains 14780 members 
Mstep: Class 18 contains 37710 members 
Mstep: Class 19 contains 48351 members 
Mstep: Class 20 contains 72717 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 15621 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641700.000000 Penalty: 53427.796875
Iteration 146Q: 26 clusters Score -6.26417e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 77665 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20717 members 
Mstep: Class 11 contains 1981 members 
Mstep: Class 12 contains 63577 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3164 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 45116 members 
Mstep: Class 17 contains 14775 members 
Mstep: Class 18 contains 37719 members 
Mstep: Class 19 contains 48366 members 
Mstep: Class 20 contains 72680 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 15624 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641628.000000 Penalty: 53427.796875
Iteration 147Q: 26 clusters Score -6.264163e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4086 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 77691 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20710 members 
Mstep: Class 11 contains 1979 members 
Mstep: Class 12 contains 63585 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3163 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 45117 members 
Mstep: Class 17 contains 14768 members 
Mstep: Class 18 contains 37725 members 
Mstep: Class 19 contains 48375 members 
Mstep: Class 20 contains 72649 members 
Mstep: Class 21 contains 4456 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641696.000000 Penalty: 53427.796875
Iteration 148Q: 26 clusters Score -6.26417e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4087 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 77710 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20706 members 
Mstep: Class 11 contains 1976 members 
Mstep: Class 12 contains 63597 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3164 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 45117 members 
Mstep: Class 17 contains 14762 members 
Mstep: Class 18 contains 37728 members 
Mstep: Class 19 contains 48390 members 
Mstep: Class 20 contains 72609 members 
Mstep: Class 21 contains 4456 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 15633 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641640.000000 Penalty: 53427.796875
Iteration 149Q: 26 clusters Score -6.264164e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2285 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 77724 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20705 members 
Mstep: Class 11 contains 1974 members 
Mstep: Class 12 contains 63608 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3164 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 16 contains 45117 members 
Mstep: Class 17 contains 14759 members 
Mstep: Class 18 contains 37733 members 
Mstep: Class 19 contains 48407 members 
Mstep: Class 20 contains 72569 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 15636 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641556.000000 Penalty: 53427.796875
Iteration 150Q: 26 clusters Score -6.264156e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 77732 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20704 members 
Mstep: Class 11 contains 1973 members 
Mstep: Class 12 contains 63623 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3163 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 45117 members 
Mstep: Class 17 contains 14757 members 
Mstep: Class 18 contains 37736 members 
Mstep: Class 19 contains 48419 members 
Mstep: Class 20 contains 72532 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 15639 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641632.000000 Penalty: 53427.796875
Iteration 151Q: 26 clusters Score -6.264163e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 77738 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20701 members 
Mstep: Class 11 contains 1973 members 
Mstep: Class 12 contains 63646 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 5837 members 
Mstep: Class 16 contains 45117 members 
Mstep: Class 17 contains 14754 members 
Mstep: Class 18 contains 37741 members 
Mstep: Class 19 contains 48432 members 
Mstep: Class 20 contains 72488 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 15641 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641560.000000 Penalty: 53427.796875
Iteration 152Q: 26 clusters Score -6.264156e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 77746 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20701 members 
Mstep: Class 11 contains 1973 members 
Mstep: Class 12 contains 63667 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3161 members 
Mstep: Class 15 contains 5838 members 
Mstep: Class 16 contains 45117 members 
Mstep: Class 17 contains 14751 members 
Mstep: Class 18 contains 37744 members 
Mstep: Class 19 contains 48442 members 
Mstep: Class 20 contains 72446 members 
Mstep: Class 21 contains 4456 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 15644 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641604.000000 Penalty: 53427.796875
Iteration 153Q: 26 clusters Score -6.26416e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 77753 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20700 members 
Mstep: Class 11 contains 1973 members 
Mstep: Class 12 contains 63693 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3161 members 
Mstep: Class 15 contains 5839 members 
Mstep: Class 16 contains 45118 members 
Mstep: Class 17 contains 14750 members 
Mstep: Class 18 contains 37749 members 
Mstep: Class 19 contains 48444 members 
Mstep: Class 20 contains 72410 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 15645 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641588.000000 Penalty: 53427.796875
Iteration 154Q: 26 clusters Score -6.264159e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 77756 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20700 members 
Mstep: Class 11 contains 1973 members 
Mstep: Class 12 contains 63727 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 5840 members 
Mstep: Class 16 contains 45118 members 
Mstep: Class 17 contains 14749 members 
Mstep: Class 18 contains 37751 members 
Mstep: Class 19 contains 48447 members 
Mstep: Class 20 contains 72367 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 15646 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641620.000000 Penalty: 53427.796875
Iteration 155Q: 26 clusters Score -6.264162e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4087 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 77763 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20700 members 
Mstep: Class 11 contains 1972 members 
Mstep: Class 12 contains 63757 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3157 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 14747 members 
Mstep: Class 18 contains 37753 members 
Mstep: Class 19 contains 48446 members 
Mstep: Class 20 contains 72332 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 15647 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641600.000000 Penalty: 53427.796875
Iteration 156Q: 26 clusters Score -6.26416e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 77772 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20700 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 63779 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3157 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 14746 members 
Mstep: Class 18 contains 37754 members 
Mstep: Class 19 contains 48439 members 
Mstep: Class 20 contains 72303 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 15649 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641700.000000 Penalty: 53427.796875
Iteration 157Q: 26 clusters Score -6.26417e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 77784 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20700 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 63792 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 14745 members 
Mstep: Class 18 contains 37755 members 
Mstep: Class 19 contains 48435 members 
Mstep: Class 20 contains 72284 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 15650 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641696.000000 Penalty: 53427.796875
Iteration 158Q: 26 clusters Score -6.26417e+07 nChanged 49
Entering ConstructFrom: 
Score: -62641696.000000 Penalty: 53427.796875
Entering ConstructFrom: 
Trying to split cluster 1 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -36984.910156 Penalty: 969.498901
	Iteration 0F: 2 clusters Score -36984.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36138.046875 Penalty: 1938.997803
	Iteration 0F: 3 clusters Score -36138.05 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36321.500000 Penalty: 1938.997803
	Iteration 1F: 3 clusters Score -36321.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36389.460938 Penalty: 1938.997803
	Iteration 2F: 3 clusters Score -36389.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36475.394531 Penalty: 1938.997803
	Iteration 3F: 3 clusters Score -36475.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36582.964844 Penalty: 1938.997803
	Iteration 4F: 3 clusters Score -36582.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -36650.742188 Penalty: 1938.997803
	Iteration 5F: 3 clusters Score -36650.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36721.218750 Penalty: 1938.997803
	Iteration 6Q: 3 clusters Score -36721.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36736.089844 Penalty: 1938.997803
	Iteration 7Q: 3 clusters Score -36736.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36737.718750 Penalty: 1938.997803
	Iteration 8Q: 3 clusters Score -36737.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36737.718750 Penalty: 1938.997803
	Iteration 9F: 3 clusters Score -36737.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -475740.500000 Penalty: 1345.821167
	Iteration 0F: 2 clusters Score -475740.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -472390.375000 Penalty: 2691.642334
	Iteration 0F: 3 clusters Score -472390.4 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -473242.531250 Penalty: 2691.642334
	Iteration 1F: 3 clusters Score -473242.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -473418.843750 Penalty: 2691.642334
	Iteration 2F: 3 clusters Score -473418.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -473529.218750 Penalty: 2691.642334
	Iteration 3F: 3 clusters Score -473529.2 nChanged 164
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: -473616.656250 Penalty: 2691.642334
	Iteration 4Q: 3 clusters Score -473616.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -473699.843750 Penalty: 2691.642334
	Iteration 5Q: 3 clusters Score -473699.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -473777.312500 Penalty: 2691.642334
	Iteration 6Q: 3 clusters Score -473777.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -473842.812500 Penalty: 2691.642334
	Iteration 7Q: 3 clusters Score -473842.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -473915.843750 Penalty: 2691.642334
	Iteration 8Q: 3 clusters Score -473915.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -474005.937500 Penalty: 2691.642334
	Iteration 9Q: 3 clusters Score -474005.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -474096.593750 Penalty: 2691.642334
	Iteration 10Q: 3 clusters Score -474096.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -474191.156250 Penalty: 2691.642334
	Iteration 11Q: 3 clusters Score -474191.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -474284.281250 Penalty: 2691.642334
	Iteration 12Q: 3 clusters Score -474284.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -474360.437500 Penalty: 2691.642334
	Iteration 13Q: 3 clusters Score -474360.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -474413.031250 Penalty: 2691.642334
	Iteration 14Q: 3 clusters Score -474413 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -474461.656250 Penalty: 2691.642334
	Iteration 15Q: 3 clusters Score -474461.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -474494.437500 Penalty: 2691.642334
	Iteration 16Q: 3 clusters Score -474494.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -474524.906250 Penalty: 2691.642334
	Iteration 17Q: 3 clusters Score -474524.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -474544.843750 Penalty: 2691.642334
	Iteration 18Q: 3 clusters Score -474544.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -474559.656250 Penalty: 2691.642334
	Iteration 19Q: 3 clusters Score -474559.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -474573.812500 Penalty: 2691.642334
	Iteration 20F: 3 clusters Score -474573.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -474582.937500 Penalty: 2691.642334
	Iteration 21Q: 3 clusters Score -474582.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -474587.468750 Penalty: 2691.642334
	Iteration 22Q: 3 clusters Score -474587.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -474589.312500 Penalty: 2691.642334
	Iteration 23Q: 3 clusters Score -474589.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -474589.750000 Penalty: 2691.642334
	Iteration 24Q: 3 clusters Score -474589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -474589.750000 Penalty: 2691.642334
	Iteration 25F: 3 clusters Score -474589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -268385.750000 Penalty: 1256.723633
	Iteration 0F: 2 clusters Score -268385.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -266124.937500 Penalty: 2513.447266
	Iteration 0F: 3 clusters Score -266124.9 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -266661.437500 Penalty: 2513.447266
	Iteration 1F: 3 clusters Score -266661.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -266787.437500 Penalty: 2513.447266
	Iteration 2F: 3 clusters Score -266787.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -266860.531250 Penalty: 2513.447266
	Iteration 3Q: 3 clusters Score -266860.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -266919.625000 Penalty: 2513.447266
	Iteration 4Q: 3 clusters Score -266919.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -266969.812500 Penalty: 2513.447266
	Iteration 5Q: 3 clusters Score -266969.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -267001.906250 Penalty: 2513.447266
	Iteration 6Q: 3 clusters Score -267001.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -267027.218750 Penalty: 2513.447266
	Iteration 7Q: 3 clusters Score -267027.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -267049.062500 Penalty: 2513.447266
	Iteration 8Q: 3 clusters Score -267049.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -267070.937500 Penalty: 2513.447266
	Iteration 9Q: 3 clusters Score -267070.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -267085.031250 Penalty: 2513.447266
	Iteration 10Q: 3 clusters Score -267085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -267103.843750 Penalty: 2513.447266
	Iteration 11Q: 3 clusters Score -267103.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -267118.812500 Penalty: 2513.447266
	Iteration 12Q: 3 clusters Score -267118.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -267129.781250 Penalty: 2513.447266
	Iteration 13Q: 3 clusters Score -267129.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -267135.750000 Penalty: 2513.447266
	Iteration 14Q: 3 clusters Score -267135.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -267140.562500 Penalty: 2513.447266
	Iteration 15Q: 3 clusters Score -267140.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -267150.250000 Penalty: 2513.447266
	Iteration 16Q: 3 clusters Score -267150.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -267160.343750 Penalty: 2513.447266
	Iteration 17Q: 3 clusters Score -267160.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -267168.906250 Penalty: 2513.447266
	Iteration 18Q: 3 clusters Score -267168.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -267174.562500 Penalty: 2513.447266
	Iteration 19Q: 3 clusters Score -267174.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -267179.906250 Penalty: 2513.447266
	Iteration 20F: 3 clusters Score -267179.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -267184.281250 Penalty: 2513.447266
	Iteration 21Q: 3 clusters Score -267184.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -267186.875000 Penalty: 2513.447266
	Iteration 22Q: 3 clusters Score -267186.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -267190.843750 Penalty: 2513.447266
	Iteration 23Q: 3 clusters Score -267190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -267193.968750 Penalty: 2513.447266
	Iteration 24Q: 3 clusters Score -267194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -267196.750000 Penalty: 2513.447266
	Iteration 25Q: 3 clusters Score -267196.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -267198.687500 Penalty: 2513.447266
	Iteration 26Q: 3 clusters Score -267198.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -267199.656250 Penalty: 2513.447266
	Iteration 27Q: 3 clusters Score -267199.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -267200.406250 Penalty: 2513.447266
	Iteration 28Q: 3 clusters Score -267200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -267201.125000 Penalty: 2513.447266
	Iteration 29Q: 3 clusters Score -267201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -267201.625000 Penalty: 2513.447266
	Iteration 30Q: 3 clusters Score -267201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -267201.812500 Penalty: 2513.447266
	Iteration 31Q: 3 clusters Score -267201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -267202.062500 Penalty: 2513.447266
	Iteration 32Q: 3 clusters Score -267202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -267202.562500 Penalty: 2513.447266
	Iteration 33Q: 3 clusters Score -267202.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -267204.218750 Penalty: 2513.447266
	Iteration 34Q: 3 clusters Score -267204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -267204.812500 Penalty: 2513.447266
	Iteration 35Q: 3 clusters Score -267204.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -267204.812500 Penalty: 2513.447266
	Iteration 36F: 3 clusters Score -267204.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -250640.984375 Penalty: 1253.489990
	Iteration 0F: 2 clusters Score -250641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -248393.765625 Penalty: 2506.979980
	Iteration 0F: 3 clusters Score -248393.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -248907.812500 Penalty: 2506.979980
	Iteration 1F: 3 clusters Score -248907.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -249033.453125 Penalty: 2506.979980
	Iteration 2F: 3 clusters Score -249033.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -249129.484375 Penalty: 2506.979980
	Iteration 3F: 3 clusters Score -249129.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -249233.984375 Penalty: 2506.979980
	Iteration 4Q: 3 clusters Score -249234 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -249333.109375 Penalty: 2506.979980
	Iteration 5Q: 3 clusters Score -249333.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -249411.031250 Penalty: 2506.979980
	Iteration 6Q: 3 clusters Score -249411 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -249489.296875 Penalty: 2506.979980
	Iteration 7Q: 3 clusters Score -249489.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -249560.593750 Penalty: 2506.979980
	Iteration 8Q: 3 clusters Score -249560.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249628.109375 Penalty: 2506.979980
	Iteration 9Q: 3 clusters Score -249628.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -249671.296875 Penalty: 2506.979980
	Iteration 10Q: 3 clusters Score -249671.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -249710.343750 Penalty: 2506.979980
	Iteration 11Q: 3 clusters Score -249710.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -249749.375000 Penalty: 2506.979980
	Iteration 12Q: 3 clusters Score -249749.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -249779.875000 Penalty: 2506.979980
	Iteration 13Q: 3 clusters Score -249779.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -249804.125000 Penalty: 2506.979980
	Iteration 14Q: 3 clusters Score -249804.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -249829.593750 Penalty: 2506.979980
	Iteration 15Q: 3 clusters Score -249829.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -249847.468750 Penalty: 2506.979980
	Iteration 16Q: 3 clusters Score -249847.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -249874.500000 Penalty: 2506.979980
	Iteration 17Q: 3 clusters Score -249874.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -249908.578125 Penalty: 2506.979980
	Iteration 18Q: 3 clusters Score -249908.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -249953.140625 Penalty: 2506.979980
	Iteration 19Q: 3 clusters Score -249953.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -249991.062500 Penalty: 2506.979980
	Iteration 20F: 3 clusters Score -249991.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -250012.781250 Penalty: 2506.979980
	Iteration 21Q: 3 clusters Score -250012.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -250023.265625 Penalty: 2506.979980
	Iteration 22Q: 3 clusters Score -250023.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -250029.953125 Penalty: 2506.979980
	Iteration 23Q: 3 clusters Score -250030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -250032.390625 Penalty: 2506.979980
	Iteration 24Q: 3 clusters Score -250032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -250035.234375 Penalty: 2506.979980
	Iteration 25Q: 3 clusters Score -250035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -250038.250000 Penalty: 2506.979980
	Iteration 26Q: 3 clusters Score -250038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -250040.046875 Penalty: 2506.979980
	Iteration 27Q: 3 clusters Score -250040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -250040.046875 Penalty: 2506.979980
	Iteration 28F: 3 clusters Score -250040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -509923.281250 Penalty: 1351.319336
	Iteration 0F: 2 clusters Score -509923.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -506530.937500 Penalty: 2702.638672
	Iteration 0F: 3 clusters Score -506530.9 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -507408.968750 Penalty: 2702.638672
	Iteration 1F: 3 clusters Score -507409 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -507592.375000 Penalty: 2702.638672
	Iteration 2F: 3 clusters Score -507592.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -507683.000000 Penalty: 2702.638672
	Iteration 3F: 3 clusters Score -507683 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -507738.718750 Penalty: 2702.638672
	Iteration 4Q: 3 clusters Score -507738.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -507777.812500 Penalty: 2702.638672
	Iteration 5Q: 3 clusters Score -507777.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -507808.625000 Penalty: 2702.638672
	Iteration 6Q: 3 clusters Score -507808.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -507843.375000 Penalty: 2702.638672
	Iteration 7Q: 3 clusters Score -507843.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -507874.562500 Penalty: 2702.638672
	Iteration 8Q: 3 clusters Score -507874.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -507911.156250 Penalty: 2702.638672
	Iteration 9Q: 3 clusters Score -507911.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -507947.125000 Penalty: 2702.638672
	Iteration 10Q: 3 clusters Score -507947.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -507983.875000 Penalty: 2702.638672
	Iteration 11Q: 3 clusters Score -507983.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -508022.187500 Penalty: 2702.638672
	Iteration 12Q: 3 clusters Score -508022.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -508065.843750 Penalty: 2702.638672
	Iteration 13Q: 3 clusters Score -508065.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -508104.781250 Penalty: 2702.638672
	Iteration 14Q: 3 clusters Score -508104.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -508151.218750 Penalty: 2702.638672
	Iteration 15Q: 3 clusters Score -508151.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -508195.562500 Penalty: 2702.638672
	Iteration 16Q: 3 clusters Score -508195.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -508234.875000 Penalty: 2702.638672
	Iteration 17Q: 3 clusters Score -508234.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -508277.437500 Penalty: 2702.638672
	Iteration 18Q: 3 clusters Score -508277.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -508310.781250 Penalty: 2702.638672
	Iteration 19Q: 3 clusters Score -508310.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -508339.687500 Penalty: 2702.638672
	Iteration 20F: 3 clusters Score -508339.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -508359.000000 Penalty: 2702.638672
	Iteration 21Q: 3 clusters Score -508359 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -508378.218750 Penalty: 2702.638672
	Iteration 22Q: 3 clusters Score -508378.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -508392.500000 Penalty: 2702.638672
	Iteration 23Q: 3 clusters Score -508392.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -508409.156250 Penalty: 2702.638672
	Iteration 24Q: 3 clusters Score -508409.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -508421.531250 Penalty: 2702.638672
	Iteration 25Q: 3 clusters Score -508421.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -508433.562500 Penalty: 2702.638672
	Iteration 26Q: 3 clusters Score -508433.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -508448.343750 Penalty: 2702.638672
	Iteration 27Q: 3 clusters Score -508448.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -508460.281250 Penalty: 2702.638672
	Iteration 28Q: 3 clusters Score -508460.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -508475.468750 Penalty: 2702.638672
	Iteration 29Q: 3 clusters Score -508475.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -508490.156250 Penalty: 2702.638672
	Iteration 30Q: 3 clusters Score -508490.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -508499.906250 Penalty: 2702.638672
	Iteration 31Q: 3 clusters Score -508499.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -508507.812500 Penalty: 2702.638672
	Iteration 32Q: 3 clusters Score -508507.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -508514.968750 Penalty: 2702.638672
	Iteration 33Q: 3 clusters Score -508515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -508520.125000 Penalty: 2702.638672
	Iteration 34Q: 3 clusters Score -508520.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -508525.093750 Penalty: 2702.638672
	Iteration 35Q: 3 clusters Score -508525.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -508529.437500 Penalty: 2702.638672
	Iteration 36Q: 3 clusters Score -508529.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -508535.187500 Penalty: 2702.638672
	Iteration 37Q: 3 clusters Score -508535.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -508541.250000 Penalty: 2702.638672
	Iteration 38Q: 3 clusters Score -508541.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -508550.406250 Penalty: 2702.638672
	Iteration 39Q: 3 clusters Score -508550.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -508555.062500 Penalty: 2702.638672
	Iteration 40F: 3 clusters Score -508555.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -508557.000000 Penalty: 2702.638672
	Iteration 41Q: 3 clusters Score -508557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -508560.375000 Penalty: 2702.638672
	Iteration 42Q: 3 clusters Score -508560.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -508565.281250 Penalty: 2702.638672
	Iteration 43Q: 3 clusters Score -508565.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -508568.500000 Penalty: 2702.638672
	Iteration 44Q: 3 clusters Score -508568.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -508570.531250 Penalty: 2702.638672
	Iteration 45Q: 3 clusters Score -508570.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -508572.500000 Penalty: 2702.638672
	Iteration 46Q: 3 clusters Score -508572.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -508576.000000 Penalty: 2702.638672
	Iteration 47Q: 3 clusters Score -508576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -508581.750000 Penalty: 2702.638672
	Iteration 48Q: 3 clusters Score -508581.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -508589.468750 Penalty: 2702.638672
	Iteration 49Q: 3 clusters Score -508589.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -508593.343750 Penalty: 2702.638672
	Iteration 50Q: 3 clusters Score -508593.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -508595.218750 Penalty: 2702.638672
	Iteration 51Q: 3 clusters Score -508595.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -508596.187500 Penalty: 2702.638672
	Iteration 52Q: 3 clusters Score -508596.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -508600.218750 Penalty: 2702.638672
	Iteration 53Q: 3 clusters Score -508600.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -508600.562500 Penalty: 2702.638672
	Iteration 54Q: 3 clusters Score -508600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -508600.562500 Penalty: 2702.638672
	Iteration 55F: 3 clusters Score -508600.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Entering Unmasked Estep 
Score: -396169.281250 Penalty: 1312.736328
	Iteration 0F: 2 clusters Score -396169.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -393270.062500 Penalty: 2625.472656
	Iteration 0F: 3 clusters Score -393270.1 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -394000.062500 Penalty: 2625.472656
	Iteration 1F: 3 clusters Score -394000.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -394165.218750 Penalty: 2625.472656
	Iteration 2F: 3 clusters Score -394165.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -394270.750000 Penalty: 2625.472656
	Iteration 3F: 3 clusters Score -394270.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -394344.500000 Penalty: 2625.472656
	Iteration 4Q: 3 clusters Score -394344.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -394401.187500 Penalty: 2625.472656
	Iteration 5Q: 3 clusters Score -394401.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -394460.843750 Penalty: 2625.472656
	Iteration 6Q: 3 clusters Score -394460.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -394526.468750 Penalty: 2625.472656
	Iteration 7Q: 3 clusters Score -394526.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -394580.593750 Penalty: 2625.472656
	Iteration 8Q: 3 clusters Score -394580.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -394634.906250 Penalty: 2625.472656
	Iteration 9Q: 3 clusters Score -394634.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -394703.937500 Penalty: 2625.472656
	Iteration 10Q: 3 clusters Score -394703.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -394793.437500 Penalty: 2625.472656
	Iteration 11Q: 3 clusters Score -394793.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -394903.218750 Penalty: 2625.472656
	Iteration 12Q: 3 clusters Score -394903.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -395014.375000 Penalty: 2625.472656
	Iteration 13Q: 3 clusters Score -395014.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -395138.656250 Penalty: 2625.472656
	Iteration 14Q: 3 clusters Score -395138.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -395264.250000 Penalty: 2625.472656
	Iteration 15Q: 3 clusters Score -395264.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -395361.125000 Penalty: 2625.472656
	Iteration 16Q: 3 clusters Score -395361.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -395420.500000 Penalty: 2625.472656
	Iteration 17Q: 3 clusters Score -395420.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -395463.875000 Penalty: 2625.472656
	Iteration 18Q: 3 clusters Score -395463.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -395487.031250 Penalty: 2625.472656
	Iteration 19Q: 3 clusters Score -395487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -395497.156250 Penalty: 2625.472656
	Iteration 20F: 3 clusters Score -395497.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -395503.031250 Penalty: 2625.472656
	Iteration 21Q: 3 clusters Score -395503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -395508.187500 Penalty: 2625.472656
	Iteration 22Q: 3 clusters Score -395508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -395510.781250 Penalty: 2625.472656
	Iteration 23Q: 3 clusters Score -395510.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -395512.937500 Penalty: 2625.472656
	Iteration 24Q: 3 clusters Score -395512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -395513.312500 Penalty: 2625.472656
	Iteration 25Q: 3 clusters Score -395513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -395513.875000 Penalty: 2625.472656
	Iteration 26Q: 3 clusters Score -395513.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -395514.437500 Penalty: 2625.472656
	Iteration 27Q: 3 clusters Score -395514.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -395514.437500 Penalty: 2625.472656
	Iteration 28F: 3 clusters Score -395514.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Entering Unmasked Estep 
Score: -2127031.500000 Penalty: 1590.114990
	Iteration 0F: 2 clusters Score -2127032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2114900.500000 Penalty: 3180.229980
	Iteration 0F: 3 clusters Score -2114900 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2119467.000000 Penalty: 3180.229980
	Iteration 1F: 3 clusters Score -2119467 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2120105.750000 Penalty: 3180.229980
	Iteration 2F: 3 clusters Score -2120106 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2120950.000000 Penalty: 3180.229980
	Iteration 3F: 3 clusters Score -2120950 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2121963.250000 Penalty: 3180.229980
	Iteration 4F: 3 clusters Score -2121963 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2123031.750000 Penalty: 3180.229980
	Iteration 5F: 3 clusters Score -2123032 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2123941.750000 Penalty: 3180.229980
	Iteration 6F: 3 clusters Score -2123942 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2124591.000000 Penalty: 3180.229980
	Iteration 7Q: 3 clusters Score -2124591 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2125016.500000 Penalty: 3180.229980
	Iteration 8Q: 3 clusters Score -2125016 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2125291.250000 Penalty: 3180.229980
	Iteration 9Q: 3 clusters Score -2125291 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2125464.250000 Penalty: 3180.229980
	Iteration 10Q: 3 clusters Score -2125464 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2125567.500000 Penalty: 3180.229980
	Iteration 11Q: 3 clusters Score -2125568 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2125628.500000 Penalty: 3180.229980
	Iteration 12Q: 3 clusters Score -2125628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2125676.250000 Penalty: 3180.229980
	Iteration 13Q: 3 clusters Score -2125676 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2125706.750000 Penalty: 3180.229980
	Iteration 14Q: 3 clusters Score -2125707 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2125731.250000 Penalty: 3180.229980
	Iteration 15Q: 3 clusters Score -2125731 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2125762.000000 Penalty: 3180.229980
	Iteration 16Q: 3 clusters Score -2125762 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2125782.000000 Penalty: 3180.229980
	Iteration 17Q: 3 clusters Score -2125782 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2125803.500000 Penalty: 3180.229980
	Iteration 18Q: 3 clusters Score -2125804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2125811.250000 Penalty: 3180.229980
	Iteration 19Q: 3 clusters Score -2125811 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2125826.250000 Penalty: 3180.229980
	Iteration 20F: 3 clusters Score -2125826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2125857.250000 Penalty: 3180.229980
	Iteration 21Q: 3 clusters Score -2125857 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2125877.750000 Penalty: 3180.229980
	Iteration 22Q: 3 clusters Score -2125878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2125895.750000 Penalty: 3180.229980
	Iteration 23Q: 3 clusters Score -2125896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2125908.500000 Penalty: 3180.229980
	Iteration 24Q: 3 clusters Score -2125908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2125914.000000 Penalty: 3180.229980
	Iteration 25Q: 3 clusters Score -2125914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2125923.000000 Penalty: 3180.229980
	Iteration 26Q: 3 clusters Score -2125923 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2125926.000000 Penalty: 3180.229980
	Iteration 27Q: 3 clusters Score -2125926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2125923.750000 Penalty: 3180.229980
	Iteration 28Q: 3 clusters Score -2125924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2125929.750000 Penalty: 3180.229980
	Iteration 29Q: 3 clusters Score -2125930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2125938.500000 Penalty: 3180.229980
	Iteration 30Q: 3 clusters Score -2125938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2125944.000000 Penalty: 3180.229980
	Iteration 31Q: 3 clusters Score -2125944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2125949.250000 Penalty: 3180.229980
	Iteration 32Q: 3 clusters Score -2125949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2125952.000000 Penalty: 3180.229980
	Iteration 33Q: 3 clusters Score -2125952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2125953.750000 Penalty: 3180.229980
	Iteration 34Q: 3 clusters Score -2125954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2125956.250000 Penalty: 3180.229980
	Iteration 35Q: 3 clusters Score -2125956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2125960.750000 Penalty: 3180.229980
	Iteration 36Q: 3 clusters Score -2125961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2125960.250000 Penalty: 3180.229980
	Iteration 37Q: 3 clusters Score -2125960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2125962.000000 Penalty: 3180.229980
	Iteration 38Q: 3 clusters Score -2125962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2125960.250000 Penalty: 3180.229980
	Iteration 39Q: 3 clusters Score -2125960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2125961.000000 Penalty: 3180.229980
	Iteration 40F: 3 clusters Score -2125961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2125964.500000 Penalty: 3180.229980
	Iteration 41Q: 3 clusters Score -2125964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2125965.250000 Penalty: 3180.229980
	Iteration 42Q: 3 clusters Score -2125965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2125962.250000 Penalty: 3180.229980
	Iteration 43Q: 3 clusters Score -2125962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2125961.250000 Penalty: 3180.229980
	Iteration 44Q: 3 clusters Score -2125961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2125963.750000 Penalty: 3180.229980
	Iteration 45Q: 3 clusters Score -2125964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2125966.500000 Penalty: 3180.229980
	Iteration 46Q: 3 clusters Score -2125966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2125968.500000 Penalty: 3180.229980
	Iteration 47Q: 3 clusters Score -2125968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2125967.000000 Penalty: 3180.229980
	Iteration 48Q: 3 clusters Score -2125967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2125967.250000 Penalty: 3180.229980
	Iteration 49Q: 3 clusters Score -2125967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2125964.750000 Penalty: 3180.229980
	Iteration 50Q: 3 clusters Score -2125965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2125965.750000 Penalty: 3180.229980
	Iteration 51Q: 3 clusters Score -2125966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2125963.500000 Penalty: 3180.229980
	Iteration 52Q: 3 clusters Score -2125964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2125966.250000 Penalty: 3180.229980
	Iteration 53Q: 3 clusters Score -2125966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2125966.250000 Penalty: 3180.229980
	Iteration 54F: 3 clusters Score -2125966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Entering Unmasked Estep 
Score: -9684563.000000 Penalty: 1830.045776
	Iteration 0F: 2 clusters Score -9684563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -9635925.000000 Penalty: 3660.091553
	Iteration 0F: 3 clusters Score -9635925 nChanged 36926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -9657246.000000 Penalty: 3660.091553
	Iteration 1F: 3 clusters Score -9657246 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -9658206.000000 Penalty: 3660.091553
	Iteration 2Q: 3 clusters Score -9658206 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -9659699.000000 Penalty: 3660.091553
	Iteration 3Q: 3 clusters Score -9659699 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -9662368.000000 Penalty: 3660.091553
	Iteration 4F: 3 clusters Score -9662368 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -9667011.000000 Penalty: 3660.091553
	Iteration 5F: 3 clusters Score -9667011 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -9673020.000000 Penalty: 3660.091553
	Iteration 6F: 3 clusters Score -9673020 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -9677971.000000 Penalty: 3660.091553
	Iteration 7F: 3 clusters Score -9677971 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 75085 members 
Entering Unmasked Estep 
Score: -9680818.000000 Penalty: 3660.091553
	Iteration 8Q: 3 clusters Score -9680818 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -9682074.000000 Penalty: 3660.091553
	Iteration 9Q: 3 clusters Score -9682074 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -9682618.000000 Penalty: 3660.091553
	Iteration 10Q: 3 clusters Score -9682618 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -9682847.000000 Penalty: 3660.091553
	Iteration 11Q: 3 clusters Score -9682847 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 77440 members 
Entering Unmasked Estep 
Score: -9682964.000000 Penalty: 3660.091553
	Iteration 12Q: 3 clusters Score -9682964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -9683013.000000 Penalty: 3660.091553
	Iteration 13Q: 3 clusters Score -9683013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 77495 members 
Entering Unmasked Estep 
Score: -9683037.000000 Penalty: 3660.091553
	Iteration 14Q: 3 clusters Score -9683037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -9683048.000000 Penalty: 3660.091553
	Iteration 15Q: 3 clusters Score -9683048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -9683049.000000 Penalty: 3660.091553
	Iteration 16Q: 3 clusters Score -9683049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 77512 members 
Entering Unmasked Estep 
Score: -9683061.000000 Penalty: 3660.091553
	Iteration 17Q: 3 clusters Score -9683061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 77515 members 
Entering Unmasked Estep 
Score: -9683063.000000 Penalty: 3660.091553
	Iteration 18Q: 3 clusters Score -9683063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -9683065.000000 Penalty: 3660.091553
	Iteration 19Q: 3 clusters Score -9683065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -9683074.000000 Penalty: 3660.091553
	Iteration 20F: 3 clusters Score -9683074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -9683080.000000 Penalty: 3660.091553
	Iteration 21Q: 3 clusters Score -9683080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
Score: -9683084.000000 Penalty: 3660.091553
	Iteration 22Q: 3 clusters Score -9683084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -9683102.000000 Penalty: 3660.091553
	Iteration 23Q: 3 clusters Score -9683102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -9683108.000000 Penalty: 3660.091553
	Iteration 24Q: 3 clusters Score -9683108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -9683111.000000 Penalty: 3660.091553
	Iteration 25Q: 3 clusters Score -9683111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -9683106.000000 Penalty: 3660.091553
	Iteration 26Q: 3 clusters Score -9683106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -9683117.000000 Penalty: 3660.091553
	Iteration 27Q: 3 clusters Score -9683117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -9683117.000000 Penalty: 3660.091553
	Iteration 28F: 3 clusters Score -9683117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18541.357422 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -18541.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17942.931641 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -17942.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18025.792969 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -18025.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18046.132812 Penalty: 1708.686035
	Iteration 2Q: 3 clusters Score -18046.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18088.101562 Penalty: 1708.686035
	Iteration 3Q: 3 clusters Score -18088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18119.931641 Penalty: 1708.686035
	Iteration 4Q: 3 clusters Score -18119.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18125.701172 Penalty: 1708.686035
	Iteration 5Q: 3 clusters Score -18125.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18125.701172 Penalty: 1708.686035
	Iteration 6F: 3 clusters Score -18125.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Entering Unmasked Estep 
Score: -2571186.250000 Penalty: 1614.899048
	Iteration 0F: 2 clusters Score -2571186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2557072.250000 Penalty: 3229.798096
	Iteration 0F: 3 clusters Score -2557072 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2562128.250000 Penalty: 3229.798096
	Iteration 1F: 3 clusters Score -2562128 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2562488.250000 Penalty: 3229.798096
	Iteration 2F: 3 clusters Score -2562488 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2562794.750000 Penalty: 3229.798096
	Iteration 3Q: 3 clusters Score -2562795 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2563144.000000 Penalty: 3229.798096
	Iteration 4Q: 3 clusters Score -2563144 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2563542.000000 Penalty: 3229.798096
	Iteration 5Q: 3 clusters Score -2563542 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2564048.750000 Penalty: 3229.798096
	Iteration 6Q: 3 clusters Score -2564049 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2564761.250000 Penalty: 3229.798096
	Iteration 7F: 3 clusters Score -2564761 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2565703.500000 Penalty: 3229.798096
	Iteration 8F: 3 clusters Score -2565704 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2566776.250000 Penalty: 3229.798096
	Iteration 9F: 3 clusters Score -2566776 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2567759.500000 Penalty: 3229.798096
	Iteration 10F: 3 clusters Score -2567760 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2568522.000000 Penalty: 3229.798096
	Iteration 11Q: 3 clusters Score -2568522 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2569008.500000 Penalty: 3229.798096
	Iteration 12Q: 3 clusters Score -2569008 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2569305.500000 Penalty: 3229.798096
	Iteration 13Q: 3 clusters Score -2569306 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2569494.750000 Penalty: 3229.798096
	Iteration 14Q: 3 clusters Score -2569495 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2569604.250000 Penalty: 3229.798096
	Iteration 15Q: 3 clusters Score -2569604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2569679.500000 Penalty: 3229.798096
	Iteration 16Q: 3 clusters Score -2569680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2569720.250000 Penalty: 3229.798096
	Iteration 17Q: 3 clusters Score -2569720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2569746.250000 Penalty: 3229.798096
	Iteration 18Q: 3 clusters Score -2569746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2569758.250000 Penalty: 3229.798096
	Iteration 19Q: 3 clusters Score -2569758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2569770.000000 Penalty: 3229.798096
	Iteration 20F: 3 clusters Score -2569770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2569778.000000 Penalty: 3229.798096
	Iteration 21Q: 3 clusters Score -2569778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2569789.750000 Penalty: 3229.798096
	Iteration 22Q: 3 clusters Score -2569790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2569797.000000 Penalty: 3229.798096
	Iteration 23Q: 3 clusters Score -2569797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2569804.000000 Penalty: 3229.798096
	Iteration 24Q: 3 clusters Score -2569804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2569805.750000 Penalty: 3229.798096
	Iteration 25Q: 3 clusters Score -2569806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2569803.500000 Penalty: 3229.798096
	Iteration 26Q: 3 clusters Score -2569804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2569807.500000 Penalty: 3229.798096
	Iteration 27Q: 3 clusters Score -2569808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2569807.500000 Penalty: 3229.798096
	Iteration 28F: 3 clusters Score -2569808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -245141.359375 Penalty: 1232.773071
	Iteration 0F: 2 clusters Score -245141.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -243041.812500 Penalty: 2465.546143
	Iteration 0F: 3 clusters Score -243041.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -243472.125000 Penalty: 2465.546143
	Iteration 1F: 3 clusters Score -243472.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -243596.218750 Penalty: 2465.546143
	Iteration 2F: 3 clusters Score -243596.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -243681.812500 Penalty: 2465.546143
	Iteration 3F: 3 clusters Score -243681.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -243755.000000 Penalty: 2465.546143
	Iteration 4Q: 3 clusters Score -243755 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -243815.500000 Penalty: 2465.546143
	Iteration 5Q: 3 clusters Score -243815.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -243859.171875 Penalty: 2465.546143
	Iteration 6Q: 3 clusters Score -243859.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -243897.671875 Penalty: 2465.546143
	Iteration 7Q: 3 clusters Score -243897.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -243931.328125 Penalty: 2465.546143
	Iteration 8Q: 3 clusters Score -243931.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -243961.203125 Penalty: 2465.546143
	Iteration 9Q: 3 clusters Score -243961.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -243995.375000 Penalty: 2465.546143
	Iteration 10Q: 3 clusters Score -243995.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -244022.625000 Penalty: 2465.546143
	Iteration 11Q: 3 clusters Score -244022.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -244049.031250 Penalty: 2465.546143
	Iteration 12Q: 3 clusters Score -244049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -244065.296875 Penalty: 2465.546143
	Iteration 13Q: 3 clusters Score -244065.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -244080.640625 Penalty: 2465.546143
	Iteration 14Q: 3 clusters Score -244080.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -244094.140625 Penalty: 2465.546143
	Iteration 15Q: 3 clusters Score -244094.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -244106.375000 Penalty: 2465.546143
	Iteration 16Q: 3 clusters Score -244106.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -244122.578125 Penalty: 2465.546143
	Iteration 17Q: 3 clusters Score -244122.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -244139.234375 Penalty: 2465.546143
	Iteration 18Q: 3 clusters Score -244139.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -244163.031250 Penalty: 2465.546143
	Iteration 19Q: 3 clusters Score -244163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -244176.843750 Penalty: 2465.546143
	Iteration 20F: 3 clusters Score -244176.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -244185.093750 Penalty: 2465.546143
	Iteration 21Q: 3 clusters Score -244185.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -244189.109375 Penalty: 2465.546143
	Iteration 22Q: 3 clusters Score -244189.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -244191.937500 Penalty: 2465.546143
	Iteration 23Q: 3 clusters Score -244191.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -244197.296875 Penalty: 2465.546143
	Iteration 24Q: 3 clusters Score -244197.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -244201.859375 Penalty: 2465.546143
	Iteration 25Q: 3 clusters Score -244201.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -244208.765625 Penalty: 2465.546143
	Iteration 26Q: 3 clusters Score -244208.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -244212.859375 Penalty: 2465.546143
	Iteration 27Q: 3 clusters Score -244212.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -244217.765625 Penalty: 2465.546143
	Iteration 28Q: 3 clusters Score -244217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -244220.296875 Penalty: 2465.546143
	Iteration 29Q: 3 clusters Score -244220.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -244222.187500 Penalty: 2465.546143
	Iteration 30Q: 3 clusters Score -244222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -244223.359375 Penalty: 2465.546143
	Iteration 31Q: 3 clusters Score -244223.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -244224.234375 Penalty: 2465.546143
	Iteration 32Q: 3 clusters Score -244224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -244225.921875 Penalty: 2465.546143
	Iteration 33Q: 3 clusters Score -244225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -244227.875000 Penalty: 2465.546143
	Iteration 34Q: 3 clusters Score -244227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -244228.984375 Penalty: 2465.546143
	Iteration 35Q: 3 clusters Score -244229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -244228.984375 Penalty: 2465.546143
	Iteration 36F: 3 clusters Score -244229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Entering Unmasked Estep 
Score: -7912131.500000 Penalty: 1797.830322
	Iteration 0F: 2 clusters Score -7912132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -7870581.500000 Penalty: 3595.660645
	Iteration 0F: 3 clusters Score -7870582 nChanged 30097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -7888342.500000 Penalty: 3595.660645
	Iteration 1F: 3 clusters Score -7888342 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -7889420.500000 Penalty: 3595.660645
	Iteration 2Q: 3 clusters Score -7889420 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -7890890.500000 Penalty: 3595.660645
	Iteration 3F: 3 clusters Score -7890890 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -7892866.500000 Penalty: 3595.660645
	Iteration 4F: 3 clusters Score -7892866 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -7895294.500000 Penalty: 3595.660645
	Iteration 5F: 3 clusters Score -7895294 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -7897953.500000 Penalty: 3595.660645
	Iteration 6F: 3 clusters Score -7897954 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -7900695.000000 Penalty: 3595.660645
	Iteration 7F: 3 clusters Score -7900695 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -7903490.000000 Penalty: 3595.660645
	Iteration 8F: 3 clusters Score -7903490 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -7906087.000000 Penalty: 3595.660645
	Iteration 9F: 3 clusters Score -7906087 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -7908142.500000 Penalty: 3595.660645
	Iteration 10Q: 3 clusters Score -7908142 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7909382.000000 Penalty: 3595.660645
	Iteration 11Q: 3 clusters Score -7909382 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7909963.000000 Penalty: 3595.660645
	Iteration 12Q: 3 clusters Score -7909963 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7910273.000000 Penalty: 3595.660645
	Iteration 13Q: 3 clusters Score -7910273 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7910393.000000 Penalty: 3595.660645
	Iteration 14Q: 3 clusters Score -7910393 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7910469.500000 Penalty: 3595.660645
	Iteration 15Q: 3 clusters Score -7910470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7910486.500000 Penalty: 3595.660645
	Iteration 16Q: 3 clusters Score -7910486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7910496.500000 Penalty: 3595.660645
	Iteration 17Q: 3 clusters Score -7910496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7910507.000000 Penalty: 3595.660645
	Iteration 18Q: 3 clusters Score -7910507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7910507.500000 Penalty: 3595.660645
	Iteration 19Q: 3 clusters Score -7910508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7910513.500000 Penalty: 3595.660645
	Iteration 20F: 3 clusters Score -7910514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7910522.500000 Penalty: 3595.660645
	Iteration 21Q: 3 clusters Score -7910522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7910522.000000 Penalty: 3595.660645
	Iteration 22Q: 3 clusters Score -7910522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7910524.000000 Penalty: 3595.660645
	Iteration 23Q: 3 clusters Score -7910524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7910530.000000 Penalty: 3595.660645
	Iteration 24Q: 3 clusters Score -7910530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7910532.000000 Penalty: 3595.660645
	Iteration 25Q: 3 clusters Score -7910532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7910535.000000 Penalty: 3595.660645
	Iteration 26Q: 3 clusters Score -7910535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7910536.500000 Penalty: 3595.660645
	Iteration 27Q: 3 clusters Score -7910536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7910546.000000 Penalty: 3595.660645
	Iteration 28Q: 3 clusters Score -7910546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7910545.500000 Penalty: 3595.660645
	Iteration 29Q: 3 clusters Score -7910546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7910541.000000 Penalty: 3595.660645
	Iteration 30Q: 3 clusters Score -7910541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7910547.000000 Penalty: 3595.660645
	Iteration 31Q: 3 clusters Score -7910547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7910547.500000 Penalty: 3595.660645
	Iteration 32Q: 3 clusters Score -7910548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7910548.500000 Penalty: 3595.660645
	Iteration 33Q: 3 clusters Score -7910548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7910548.500000 Penalty: 3595.660645
	Iteration 34F: 3 clusters Score -7910548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -146004.312500 Penalty: 1149.681519
	Iteration 0F: 2 clusters Score -146004.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144448.515625 Penalty: 2299.363037
	Iteration 0F: 3 clusters Score -144448.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144741.906250 Penalty: 2299.363037
	Iteration 1F: 3 clusters Score -144741.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -144817.359375 Penalty: 2299.363037
	Iteration 2F: 3 clusters Score -144817.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -144858.859375 Penalty: 2299.363037
	Iteration 3Q: 3 clusters Score -144858.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -144879.750000 Penalty: 2299.363037
	Iteration 4Q: 3 clusters Score -144879.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144898.812500 Penalty: 2299.363037
	Iteration 5Q: 3 clusters Score -144898.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -144922.000000 Penalty: 2299.363037
	Iteration 6Q: 3 clusters Score -144922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -144941.734375 Penalty: 2299.363037
	Iteration 7Q: 3 clusters Score -144941.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -144958.593750 Penalty: 2299.363037
	Iteration 8Q: 3 clusters Score -144958.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -144976.531250 Penalty: 2299.363037
	Iteration 9Q: 3 clusters Score -144976.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -144994.875000 Penalty: 2299.363037
	Iteration 10Q: 3 clusters Score -144994.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -145016.187500 Penalty: 2299.363037
	Iteration 11Q: 3 clusters Score -145016.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -145021.625000 Penalty: 2299.363037
	Iteration 12Q: 3 clusters Score -145021.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -145026.328125 Penalty: 2299.363037
	Iteration 13Q: 3 clusters Score -145026.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -145028.015625 Penalty: 2299.363037
	Iteration 14Q: 3 clusters Score -145028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -145028.609375 Penalty: 2299.363037
	Iteration 15Q: 3 clusters Score -145028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -145029.187500 Penalty: 2299.363037
	Iteration 16Q: 3 clusters Score -145029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -145029.187500 Penalty: 2299.363037
	Iteration 17F: 3 clusters Score -145029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Entering Unmasked Estep 
Score: -381479.875000 Penalty: 1309.375366
	Iteration 0F: 2 clusters Score -381479.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -378682.000000 Penalty: 2618.750732
	Iteration 0F: 3 clusters Score -378682 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -379397.218750 Penalty: 2618.750732
	Iteration 1F: 3 clusters Score -379397.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -379527.031250 Penalty: 2618.750732
	Iteration 2F: 3 clusters Score -379527 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -379618.687500 Penalty: 2618.750732
	Iteration 3Q: 3 clusters Score -379618.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -379676.343750 Penalty: 2618.750732
	Iteration 4Q: 3 clusters Score -379676.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -379711.656250 Penalty: 2618.750732
	Iteration 5Q: 3 clusters Score -379711.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -379738.375000 Penalty: 2618.750732
	Iteration 6Q: 3 clusters Score -379738.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -379763.531250 Penalty: 2618.750732
	Iteration 7Q: 3 clusters Score -379763.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -379788.781250 Penalty: 2618.750732
	Iteration 8Q: 3 clusters Score -379788.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -379812.875000 Penalty: 2618.750732
	Iteration 9Q: 3 clusters Score -379812.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -379839.312500 Penalty: 2618.750732
	Iteration 10Q: 3 clusters Score -379839.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -379858.968750 Penalty: 2618.750732
	Iteration 11Q: 3 clusters Score -379859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -379879.187500 Penalty: 2618.750732
	Iteration 12Q: 3 clusters Score -379879.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -379900.250000 Penalty: 2618.750732
	Iteration 13Q: 3 clusters Score -379900.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -379926.343750 Penalty: 2618.750732
	Iteration 14Q: 3 clusters Score -379926.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -379949.187500 Penalty: 2618.750732
	Iteration 15Q: 3 clusters Score -379949.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -379974.343750 Penalty: 2618.750732
	Iteration 16Q: 3 clusters Score -379974.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -379999.687500 Penalty: 2618.750732
	Iteration 17Q: 3 clusters Score -379999.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -380032.531250 Penalty: 2618.750732
	Iteration 18Q: 3 clusters Score -380032.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -380082.718750 Penalty: 2618.750732
	Iteration 19Q: 3 clusters Score -380082.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -380117.343750 Penalty: 2618.750732
	Iteration 20F: 3 clusters Score -380117.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -380153.531250 Penalty: 2618.750732
	Iteration 21Q: 3 clusters Score -380153.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -380205.468750 Penalty: 2618.750732
	Iteration 22Q: 3 clusters Score -380205.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -380242.343750 Penalty: 2618.750732
	Iteration 23Q: 3 clusters Score -380242.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -380265.312500 Penalty: 2618.750732
	Iteration 24Q: 3 clusters Score -380265.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -380278.687500 Penalty: 2618.750732
	Iteration 25Q: 3 clusters Score -380278.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -380286.718750 Penalty: 2618.750732
	Iteration 26Q: 3 clusters Score -380286.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -380292.312500 Penalty: 2618.750732
	Iteration 27Q: 3 clusters Score -380292.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -380295.281250 Penalty: 2618.750732
	Iteration 28Q: 3 clusters Score -380295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -380298.031250 Penalty: 2618.750732
	Iteration 29Q: 3 clusters Score -380298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -380301.125000 Penalty: 2618.750732
	Iteration 30Q: 3 clusters Score -380301.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -380305.531250 Penalty: 2618.750732
	Iteration 31Q: 3 clusters Score -380305.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -380311.468750 Penalty: 2618.750732
	Iteration 32Q: 3 clusters Score -380311.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -380316.156250 Penalty: 2618.750732
	Iteration 33Q: 3 clusters Score -380316.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -380321.281250 Penalty: 2618.750732
	Iteration 34Q: 3 clusters Score -380321.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -380324.187500 Penalty: 2618.750732
	Iteration 35Q: 3 clusters Score -380324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -380327.500000 Penalty: 2618.750732
	Iteration 36Q: 3 clusters Score -380327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -380330.750000 Penalty: 2618.750732
	Iteration 37Q: 3 clusters Score -380330.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -380333.625000 Penalty: 2618.750732
	Iteration 38Q: 3 clusters Score -380333.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -380335.625000 Penalty: 2618.750732
	Iteration 39Q: 3 clusters Score -380335.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -380338.812500 Penalty: 2618.750732
	Iteration 40F: 3 clusters Score -380338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -380342.437500 Penalty: 2618.750732
	Iteration 41Q: 3 clusters Score -380342.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -380345.468750 Penalty: 2618.750732
	Iteration 42Q: 3 clusters Score -380345.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -380348.500000 Penalty: 2618.750732
	Iteration 43Q: 3 clusters Score -380348.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -380352.031250 Penalty: 2618.750732
	Iteration 44Q: 3 clusters Score -380352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -380356.406250 Penalty: 2618.750732
	Iteration 45Q: 3 clusters Score -380356.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -380363.000000 Penalty: 2618.750732
	Iteration 46Q: 3 clusters Score -380363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -380372.187500 Penalty: 2618.750732
	Iteration 47Q: 3 clusters Score -380372.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -380379.812500 Penalty: 2618.750732
	Iteration 48Q: 3 clusters Score -380379.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -380387.437500 Penalty: 2618.750732
	Iteration 49Q: 3 clusters Score -380387.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -380393.406250 Penalty: 2618.750732
	Iteration 50Q: 3 clusters Score -380393.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -380400.750000 Penalty: 2618.750732
	Iteration 51Q: 3 clusters Score -380400.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -380407.093750 Penalty: 2618.750732
	Iteration 52Q: 3 clusters Score -380407.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -380411.062500 Penalty: 2618.750732
	Iteration 53Q: 3 clusters Score -380411.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -380415.562500 Penalty: 2618.750732
	Iteration 54Q: 3 clusters Score -380415.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -380418.812500 Penalty: 2618.750732
	Iteration 55Q: 3 clusters Score -380418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -380419.281250 Penalty: 2618.750732
	Iteration 56Q: 3 clusters Score -380419.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -380421.718750 Penalty: 2618.750732
	Iteration 57Q: 3 clusters Score -380421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -380423.218750 Penalty: 2618.750732
	Iteration 58Q: 3 clusters Score -380423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -380424.593750 Penalty: 2618.750732
	Iteration 59Q: 3 clusters Score -380424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -380425.593750 Penalty: 2618.750732
	Iteration 60F: 3 clusters Score -380425.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -380426.906250 Penalty: 2618.750732
	Iteration 61Q: 3 clusters Score -380426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -380427.937500 Penalty: 2618.750732
	Iteration 62Q: 3 clusters Score -380427.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -380428.718750 Penalty: 2618.750732
	Iteration 63Q: 3 clusters Score -380428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -380428.718750 Penalty: 2618.750732
	Iteration 64F: 3 clusters Score -380428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Entering Unmasked Estep 
Score: -687346.500000 Penalty: 1409.334717
	Iteration 0F: 2 clusters Score -687346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -682876.437500 Penalty: 2818.669434
	Iteration 0F: 3 clusters Score -682876.4 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -684207.062500 Penalty: 2818.669434
	Iteration 1F: 3 clusters Score -684207.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -684452.000000 Penalty: 2818.669434
	Iteration 2F: 3 clusters Score -684452 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -684652.375000 Penalty: 2818.669434
	Iteration 3F: 3 clusters Score -684652.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -684783.937500 Penalty: 2818.669434
	Iteration 4Q: 3 clusters Score -684783.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -684884.875000 Penalty: 2818.669434
	Iteration 5Q: 3 clusters Score -684884.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -684974.062500 Penalty: 2818.669434
	Iteration 6Q: 3 clusters Score -684974.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -685065.687500 Penalty: 2818.669434
	Iteration 7Q: 3 clusters Score -685065.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -685158.812500 Penalty: 2818.669434
	Iteration 8Q: 3 clusters Score -685158.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -685234.187500 Penalty: 2818.669434
	Iteration 9Q: 3 clusters Score -685234.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -685311.500000 Penalty: 2818.669434
	Iteration 10Q: 3 clusters Score -685311.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -685371.687500 Penalty: 2818.669434
	Iteration 11Q: 3 clusters Score -685371.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -685428.562500 Penalty: 2818.669434
	Iteration 12Q: 3 clusters Score -685428.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -685480.812500 Penalty: 2818.669434
	Iteration 13Q: 3 clusters Score -685480.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -685523.562500 Penalty: 2818.669434
	Iteration 14Q: 3 clusters Score -685523.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -685573.812500 Penalty: 2818.669434
	Iteration 15Q: 3 clusters Score -685573.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -685602.812500 Penalty: 2818.669434
	Iteration 16Q: 3 clusters Score -685602.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -685634.500000 Penalty: 2818.669434
	Iteration 17Q: 3 clusters Score -685634.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -685655.562500 Penalty: 2818.669434
	Iteration 18Q: 3 clusters Score -685655.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -685675.250000 Penalty: 2818.669434
	Iteration 19Q: 3 clusters Score -685675.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -685688.500000 Penalty: 2818.669434
	Iteration 20F: 3 clusters Score -685688.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -685707.875000 Penalty: 2818.669434
	Iteration 21Q: 3 clusters Score -685707.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -685730.562500 Penalty: 2818.669434
	Iteration 22Q: 3 clusters Score -685730.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -685752.687500 Penalty: 2818.669434
	Iteration 23Q: 3 clusters Score -685752.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -685790.812500 Penalty: 2818.669434
	Iteration 24Q: 3 clusters Score -685790.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -685836.250000 Penalty: 2818.669434
	Iteration 25Q: 3 clusters Score -685836.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -685890.562500 Penalty: 2818.669434
	Iteration 26Q: 3 clusters Score -685890.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -685970.750000 Penalty: 2818.669434
	Iteration 27Q: 3 clusters Score -685970.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -686030.500000 Penalty: 2818.669434
	Iteration 28Q: 3 clusters Score -686030.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -686081.937500 Penalty: 2818.669434
	Iteration 29Q: 3 clusters Score -686081.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -686123.937500 Penalty: 2818.669434
	Iteration 30Q: 3 clusters Score -686123.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -686157.562500 Penalty: 2818.669434
	Iteration 31Q: 3 clusters Score -686157.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -686186.187500 Penalty: 2818.669434
	Iteration 32Q: 3 clusters Score -686186.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -686201.187500 Penalty: 2818.669434
	Iteration 33Q: 3 clusters Score -686201.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -686206.875000 Penalty: 2818.669434
	Iteration 34Q: 3 clusters Score -686206.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -686212.375000 Penalty: 2818.669434
	Iteration 35Q: 3 clusters Score -686212.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -686219.187500 Penalty: 2818.669434
	Iteration 36Q: 3 clusters Score -686219.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -686226.625000 Penalty: 2818.669434
	Iteration 37Q: 3 clusters Score -686226.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -686230.625000 Penalty: 2818.669434
	Iteration 38Q: 3 clusters Score -686230.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -686234.375000 Penalty: 2818.669434
	Iteration 39Q: 3 clusters Score -686234.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -686236.187500 Penalty: 2818.669434
	Iteration 40F: 3 clusters Score -686236.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -686237.875000 Penalty: 2818.669434
	Iteration 41Q: 3 clusters Score -686237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -686238.625000 Penalty: 2818.669434
	Iteration 42Q: 3 clusters Score -686238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -686239.187500 Penalty: 2818.669434
	Iteration 43Q: 3 clusters Score -686239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -686239.187500 Penalty: 2818.669434
	Iteration 44Q: 3 clusters Score -686239.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -686239.187500 Penalty: 2818.669434
	Iteration 45F: 3 clusters Score -686239.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Entering Unmasked Estep 
Score: -5699275.500000 Penalty: 1741.522095
	Iteration 0F: 2 clusters Score -5699276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -5669045.500000 Penalty: 3483.044189
	Iteration 0F: 3 clusters Score -5669046 nChanged 21156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -5680784.500000 Penalty: 3483.044189
	Iteration 1F: 3 clusters Score -5680784 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -5681131.500000 Penalty: 3483.044189
	Iteration 2Q: 3 clusters Score -5681132 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -5681501.000000 Penalty: 3483.044189
	Iteration 3Q: 3 clusters Score -5681501 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -5681849.000000 Penalty: 3483.044189
	Iteration 4Q: 3 clusters Score -5681849 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -5682343.000000 Penalty: 3483.044189
	Iteration 5Q: 3 clusters Score -5682343 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -5682953.000000 Penalty: 3483.044189
	Iteration 6Q: 3 clusters Score -5682953 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -5683867.500000 Penalty: 3483.044189
	Iteration 7Q: 3 clusters Score -5683868 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -5685275.000000 Penalty: 3483.044189
	Iteration 8F: 3 clusters Score -5685275 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -5687306.500000 Penalty: 3483.044189
	Iteration 9F: 3 clusters Score -5687306 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -5690056.000000 Penalty: 3483.044189
	Iteration 10F: 3 clusters Score -5690056 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -5692863.500000 Penalty: 3483.044189
	Iteration 11F: 3 clusters Score -5692864 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -5695109.000000 Penalty: 3483.044189
	Iteration 12F: 3 clusters Score -5695109 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -5696409.500000 Penalty: 3483.044189
	Iteration 13Q: 3 clusters Score -5696410 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -5697092.500000 Penalty: 3483.044189
	Iteration 14Q: 3 clusters Score -5697092 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -5697554.500000 Penalty: 3483.044189
	Iteration 15Q: 3 clusters Score -5697554 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -5697772.500000 Penalty: 3483.044189
	Iteration 16Q: 3 clusters Score -5697772 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -5697852.500000 Penalty: 3483.044189
	Iteration 17Q: 3 clusters Score -5697852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -5697896.500000 Penalty: 3483.044189
	Iteration 18Q: 3 clusters Score -5697896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -5697921.000000 Penalty: 3483.044189
	Iteration 19Q: 3 clusters Score -5697921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -5697944.500000 Penalty: 3483.044189
	Iteration 20F: 3 clusters Score -5697944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -5697953.500000 Penalty: 3483.044189
	Iteration 21Q: 3 clusters Score -5697954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -5697964.000000 Penalty: 3483.044189
	Iteration 22Q: 3 clusters Score -5697964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -5697980.000000 Penalty: 3483.044189
	Iteration 23Q: 3 clusters Score -5697980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -5697989.500000 Penalty: 3483.044189
	Iteration 24Q: 3 clusters Score -5697990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -5697996.000000 Penalty: 3483.044189
	Iteration 25Q: 3 clusters Score -5697996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -5698004.000000 Penalty: 3483.044189
	Iteration 26Q: 3 clusters Score -5698004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -5698008.500000 Penalty: 3483.044189
	Iteration 27Q: 3 clusters Score -5698008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -5698006.000000 Penalty: 3483.044189
	Iteration 28Q: 3 clusters Score -5698006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -5698004.500000 Penalty: 3483.044189
	Iteration 29Q: 3 clusters Score -5698004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -5698008.000000 Penalty: 3483.044189
	Iteration 30Q: 3 clusters Score -5698008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -5698006.500000 Penalty: 3483.044189
	Iteration 31Q: 3 clusters Score -5698006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -5698009.000000 Penalty: 3483.044189
	Iteration 32Q: 3 clusters Score -5698009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -5698008.000000 Penalty: 3483.044189
	Iteration 33Q: 3 clusters Score -5698008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -5698008.000000 Penalty: 3483.044189
	Iteration 34F: 3 clusters Score -5698008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Entering Unmasked Estep 
Score: -1870017.500000 Penalty: 1559.749023
	Iteration 0F: 2 clusters Score -1870018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1859789.250000 Penalty: 3119.498047
	Iteration 0F: 3 clusters Score -1859789 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1863277.000000 Penalty: 3119.498047
	Iteration 1F: 3 clusters Score -1863277 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1863535.125000 Penalty: 3119.498047
	Iteration 2Q: 3 clusters Score -1863535 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1863759.500000 Penalty: 3119.498047
	Iteration 3Q: 3 clusters Score -1863760 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1863970.625000 Penalty: 3119.498047
	Iteration 4Q: 3 clusters Score -1863971 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1864162.625000 Penalty: 3119.498047
	Iteration 5Q: 3 clusters Score -1864163 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1864353.750000 Penalty: 3119.498047
	Iteration 6Q: 3 clusters Score -1864354 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1864576.250000 Penalty: 3119.498047
	Iteration 7Q: 3 clusters Score -1864576 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1864822.500000 Penalty: 3119.498047
	Iteration 8Q: 3 clusters Score -1864822 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1865070.375000 Penalty: 3119.498047
	Iteration 9Q: 3 clusters Score -1865070 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1865342.125000 Penalty: 3119.498047
	Iteration 10Q: 3 clusters Score -1865342 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1865668.875000 Penalty: 3119.498047
	Iteration 11Q: 3 clusters Score -1865669 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1866023.750000 Penalty: 3119.498047
	Iteration 12Q: 3 clusters Score -1866024 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1866336.125000 Penalty: 3119.498047
	Iteration 13Q: 3 clusters Score -1866336 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1866575.250000 Penalty: 3119.498047
	Iteration 14Q: 3 clusters Score -1866575 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1866768.875000 Penalty: 3119.498047
	Iteration 15Q: 3 clusters Score -1866769 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1866912.750000 Penalty: 3119.498047
	Iteration 16Q: 3 clusters Score -1866913 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1867038.750000 Penalty: 3119.498047
	Iteration 17Q: 3 clusters Score -1867039 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1867140.000000 Penalty: 3119.498047
	Iteration 18Q: 3 clusters Score -1867140 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1867253.375000 Penalty: 3119.498047
	Iteration 19Q: 3 clusters Score -1867253 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1867375.875000 Penalty: 3119.498047
	Iteration 20F: 3 clusters Score -1867376 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1867532.500000 Penalty: 3119.498047
	Iteration 21Q: 3 clusters Score -1867532 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1867669.000000 Penalty: 3119.498047
	Iteration 22Q: 3 clusters Score -1867669 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1867829.625000 Penalty: 3119.498047
	Iteration 23Q: 3 clusters Score -1867830 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1867958.625000 Penalty: 3119.498047
	Iteration 24Q: 3 clusters Score -1867959 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1868071.750000 Penalty: 3119.498047
	Iteration 25Q: 3 clusters Score -1868072 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1868181.500000 Penalty: 3119.498047
	Iteration 26Q: 3 clusters Score -1868182 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1868275.500000 Penalty: 3119.498047
	Iteration 27Q: 3 clusters Score -1868276 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1868376.000000 Penalty: 3119.498047
	Iteration 28Q: 3 clusters Score -1868376 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1868452.000000 Penalty: 3119.498047
	Iteration 29Q: 3 clusters Score -1868452 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1868513.250000 Penalty: 3119.498047
	Iteration 30Q: 3 clusters Score -1868513 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1868552.500000 Penalty: 3119.498047
	Iteration 31Q: 3 clusters Score -1868552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1868569.750000 Penalty: 3119.498047
	Iteration 32Q: 3 clusters Score -1868570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1868596.125000 Penalty: 3119.498047
	Iteration 33Q: 3 clusters Score -1868596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1868618.375000 Penalty: 3119.498047
	Iteration 34Q: 3 clusters Score -1868618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1868640.375000 Penalty: 3119.498047
	Iteration 35Q: 3 clusters Score -1868640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1868652.625000 Penalty: 3119.498047
	Iteration 36Q: 3 clusters Score -1868653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1868665.875000 Penalty: 3119.498047
	Iteration 37Q: 3 clusters Score -1868666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1868678.125000 Penalty: 3119.498047
	Iteration 38Q: 3 clusters Score -1868678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1868682.625000 Penalty: 3119.498047
	Iteration 39Q: 3 clusters Score -1868683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1868686.625000 Penalty: 3119.498047
	Iteration 40F: 3 clusters Score -1868687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1868686.000000 Penalty: 3119.498047
	Iteration 41Q: 3 clusters Score -1868686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1868689.750000 Penalty: 3119.498047
	Iteration 42Q: 3 clusters Score -1868690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1868688.500000 Penalty: 3119.498047
	Iteration 43Q: 3 clusters Score -1868688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1868688.375000 Penalty: 3119.498047
	Iteration 44Q: 3 clusters Score -1868688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1868688.375000 Penalty: 3119.498047
	Iteration 45F: 3 clusters Score -1868688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Entering Unmasked Estep 
Score: -4789605.500000 Penalty: 1712.575439
	Iteration 0F: 2 clusters Score -4789606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4764278.500000 Penalty: 3425.150879
	Iteration 0F: 3 clusters Score -4764278 nChanged 17640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4774222.000000 Penalty: 3425.150879
	Iteration 1F: 3 clusters Score -4774222 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4774731.000000 Penalty: 3425.150879
	Iteration 2Q: 3 clusters Score -4774731 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4775291.500000 Penalty: 3425.150879
	Iteration 3Q: 3 clusters Score -4775292 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -4775899.000000 Penalty: 3425.150879
	Iteration 4Q: 3 clusters Score -4775899 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -4776745.000000 Penalty: 3425.150879
	Iteration 5Q: 3 clusters Score -4776745 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -4777938.500000 Penalty: 3425.150879
	Iteration 6F: 3 clusters Score -4777938 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -4779636.000000 Penalty: 3425.150879
	Iteration 7F: 3 clusters Score -4779636 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -4781790.500000 Penalty: 3425.150879
	Iteration 8F: 3 clusters Score -4781790 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4783925.000000 Penalty: 3425.150879
	Iteration 9F: 3 clusters Score -4783925 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4785528.500000 Penalty: 3425.150879
	Iteration 10Q: 3 clusters Score -4785528 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4786491.000000 Penalty: 3425.150879
	Iteration 11Q: 3 clusters Score -4786491 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -4787027.500000 Penalty: 3425.150879
	Iteration 12Q: 3 clusters Score -4787028 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -4787346.000000 Penalty: 3425.150879
	Iteration 13Q: 3 clusters Score -4787346 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -4787562.500000 Penalty: 3425.150879
	Iteration 14Q: 3 clusters Score -4787562 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -4787712.500000 Penalty: 3425.150879
	Iteration 15Q: 3 clusters Score -4787712 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -4787815.000000 Penalty: 3425.150879
	Iteration 16Q: 3 clusters Score -4787815 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -4787904.000000 Penalty: 3425.150879
	Iteration 17Q: 3 clusters Score -4787904 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4787971.000000 Penalty: 3425.150879
	Iteration 18Q: 3 clusters Score -4787971 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4788036.000000 Penalty: 3425.150879
	Iteration 19Q: 3 clusters Score -4788036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4788071.500000 Penalty: 3425.150879
	Iteration 20F: 3 clusters Score -4788072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -4788088.000000 Penalty: 3425.150879
	Iteration 21Q: 3 clusters Score -4788088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -4788117.500000 Penalty: 3425.150879
	Iteration 22Q: 3 clusters Score -4788118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -4788128.000000 Penalty: 3425.150879
	Iteration 23Q: 3 clusters Score -4788128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -4788148.000000 Penalty: 3425.150879
	Iteration 24Q: 3 clusters Score -4788148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4788157.000000 Penalty: 3425.150879
	Iteration 25Q: 3 clusters Score -4788157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4788169.500000 Penalty: 3425.150879
	Iteration 26Q: 3 clusters Score -4788170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4788176.000000 Penalty: 3425.150879
	Iteration 27Q: 3 clusters Score -4788176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -4788171.500000 Penalty: 3425.150879
	Iteration 28Q: 3 clusters Score -4788172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4788186.500000 Penalty: 3425.150879
	Iteration 29Q: 3 clusters Score -4788186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4788186.500000 Penalty: 3425.150879
	Iteration 30Q: 3 clusters Score -4788186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -4788204.000000 Penalty: 3425.150879
	Iteration 31Q: 3 clusters Score -4788204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4788215.000000 Penalty: 3425.150879
	Iteration 32Q: 3 clusters Score -4788215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -4788216.000000 Penalty: 3425.150879
	Iteration 33Q: 3 clusters Score -4788216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -4788218.000000 Penalty: 3425.150879
	Iteration 34Q: 3 clusters Score -4788218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4788224.500000 Penalty: 3425.150879
	Iteration 35Q: 3 clusters Score -4788224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -4788228.500000 Penalty: 3425.150879
	Iteration 36Q: 3 clusters Score -4788228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -4788241.000000 Penalty: 3425.150879
	Iteration 37Q: 3 clusters Score -4788241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -4788237.000000 Penalty: 3425.150879
	Iteration 38Q: 3 clusters Score -4788237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -4788238.000000 Penalty: 3425.150879
	Iteration 39Q: 3 clusters Score -4788238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -4788244.500000 Penalty: 3425.150879
	Iteration 40F: 3 clusters Score -4788244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -4788251.500000 Penalty: 3425.150879
	Iteration 41Q: 3 clusters Score -4788252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -4788263.500000 Penalty: 3425.150879
	Iteration 42Q: 3 clusters Score -4788264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -4788266.500000 Penalty: 3425.150879
	Iteration 43Q: 3 clusters Score -4788266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -4788280.000000 Penalty: 3425.150879
	Iteration 44Q: 3 clusters Score -4788280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -4788286.000000 Penalty: 3425.150879
	Iteration 45Q: 3 clusters Score -4788286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -4788302.000000 Penalty: 3425.150879
	Iteration 46Q: 3 clusters Score -4788302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -4788310.000000 Penalty: 3425.150879
	Iteration 47Q: 3 clusters Score -4788310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -4788320.000000 Penalty: 3425.150879
	Iteration 48Q: 3 clusters Score -4788320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -4788325.500000 Penalty: 3425.150879
	Iteration 49Q: 3 clusters Score -4788326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -4788322.000000 Penalty: 3425.150879
	Iteration 50Q: 3 clusters Score -4788322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -4788325.000000 Penalty: 3425.150879
	Iteration 51Q: 3 clusters Score -4788325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -4788319.000000 Penalty: 3425.150879
	Iteration 52Q: 3 clusters Score -4788319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -4788320.500000 Penalty: 3425.150879
	Iteration 53Q: 3 clusters Score -4788320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -4788320.500000 Penalty: 3425.150879
	Iteration 54F: 3 clusters Score -4788320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Entering Unmasked Estep 
Score: -6036704.500000 Penalty: 1753.046509
	Iteration 0F: 2 clusters Score -6036704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -6004269.500000 Penalty: 3506.093018
	Iteration 0F: 3 clusters Score -6004270 nChanged 22607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -6017246.000000 Penalty: 3506.093018
	Iteration 1F: 3 clusters Score -6017246 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -6017942.500000 Penalty: 3506.093018
	Iteration 2Q: 3 clusters Score -6017942 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -6018943.500000 Penalty: 3506.093018
	Iteration 3Q: 3 clusters Score -6018944 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -6020562.500000 Penalty: 3506.093018
	Iteration 4F: 3 clusters Score -6020562 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -6022863.500000 Penalty: 3506.093018
	Iteration 5F: 3 clusters Score -6022864 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -6026114.500000 Penalty: 3506.093018
	Iteration 6F: 3 clusters Score -6026114 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -6029533.500000 Penalty: 3506.093018
	Iteration 7F: 3 clusters Score -6029534 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -6032281.000000 Penalty: 3506.093018
	Iteration 8F: 3 clusters Score -6032281 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -6033867.500000 Penalty: 3506.093018
	Iteration 9Q: 3 clusters Score -6033868 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -6034599.500000 Penalty: 3506.093018
	Iteration 10Q: 3 clusters Score -6034600 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -6034902.500000 Penalty: 3506.093018
	Iteration 11Q: 3 clusters Score -6034902 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -6035063.500000 Penalty: 3506.093018
	Iteration 12Q: 3 clusters Score -6035064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -6035122.000000 Penalty: 3506.093018
	Iteration 13Q: 3 clusters Score -6035122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -6035165.500000 Penalty: 3506.093018
	Iteration 14Q: 3 clusters Score -6035166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -6035201.500000 Penalty: 3506.093018
	Iteration 15Q: 3 clusters Score -6035202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -6035230.000000 Penalty: 3506.093018
	Iteration 16Q: 3 clusters Score -6035230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -6035228.000000 Penalty: 3506.093018
	Iteration 17Q: 3 clusters Score -6035228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -6035239.000000 Penalty: 3506.093018
	Iteration 18Q: 3 clusters Score -6035239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -6035238.500000 Penalty: 3506.093018
	Iteration 19Q: 3 clusters Score -6035238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -6035239.000000 Penalty: 3506.093018
	Iteration 20F: 3 clusters Score -6035239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -6035241.000000 Penalty: 3506.093018
	Iteration 21Q: 3 clusters Score -6035241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -6035244.000000 Penalty: 3506.093018
	Iteration 22Q: 3 clusters Score -6035244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -6035250.500000 Penalty: 3506.093018
	Iteration 23Q: 3 clusters Score -6035250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -6035252.000000 Penalty: 3506.093018
	Iteration 24Q: 3 clusters Score -6035252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -6035252.500000 Penalty: 3506.093018
	Iteration 25Q: 3 clusters Score -6035252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -6035252.500000 Penalty: 3506.093018
	Iteration 26F: 3 clusters Score -6035252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Entering Unmasked Estep 
Score: -8936169.000000 Penalty: 1818.065430
	Iteration 0F: 2 clusters Score -8936169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -8889949.000000 Penalty: 3636.130859
	Iteration 0F: 3 clusters Score -8889949 nChanged 34405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -8909570.000000 Penalty: 3636.130859
	Iteration 1F: 3 clusters Score -8909570 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -8910163.000000 Penalty: 3636.130859
	Iteration 2Q: 3 clusters Score -8910163 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -8910712.000000 Penalty: 3636.130859
	Iteration 3Q: 3 clusters Score -8910712 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -8911316.000000 Penalty: 3636.130859
	Iteration 4Q: 3 clusters Score -8911316 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -8911995.000000 Penalty: 3636.130859
	Iteration 5Q: 3 clusters Score -8911995 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -8912937.000000 Penalty: 3636.130859
	Iteration 6Q: 3 clusters Score -8912937 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -8914014.000000 Penalty: 3636.130859
	Iteration 7Q: 3 clusters Score -8914014 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -8915391.000000 Penalty: 3636.130859
	Iteration 8Q: 3 clusters Score -8915391 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -8917389.000000 Penalty: 3636.130859
	Iteration 9F: 3 clusters Score -8917389 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -8919968.000000 Penalty: 3636.130859
	Iteration 10F: 3 clusters Score -8919968 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -8923018.000000 Penalty: 3636.130859
	Iteration 11F: 3 clusters Score -8923018 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -8926190.000000 Penalty: 3636.130859
	Iteration 12F: 3 clusters Score -8926190 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -8929100.000000 Penalty: 3636.130859
	Iteration 13F: 3 clusters Score -8929100 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -8931487.000000 Penalty: 3636.130859
	Iteration 14Q: 3 clusters Score -8931487 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -8932957.000000 Penalty: 3636.130859
	Iteration 15Q: 3 clusters Score -8932957 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70918 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8933795.000000 Penalty: 3636.130859
	Iteration 16Q: 3 clusters Score -8933795 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8934242.000000 Penalty: 3636.130859
	Iteration 17Q: 3 clusters Score -8934242 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8934414.000000 Penalty: 3636.130859
	Iteration 18Q: 3 clusters Score -8934414 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71878 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8934505.000000 Penalty: 3636.130859
	Iteration 19Q: 3 clusters Score -8934505 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8934536.000000 Penalty: 3636.130859
	Iteration 20F: 3 clusters Score -8934536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8934544.000000 Penalty: 3636.130859
	Iteration 21Q: 3 clusters Score -8934544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8934578.000000 Penalty: 3636.130859
	Iteration 22Q: 3 clusters Score -8934578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8934581.000000 Penalty: 3636.130859
	Iteration 23Q: 3 clusters Score -8934581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71974 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8934590.000000 Penalty: 3636.130859
	Iteration 24Q: 3 clusters Score -8934590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71977 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8934590.000000 Penalty: 3636.130859
	Iteration 25Q: 3 clusters Score -8934590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71978 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8934598.000000 Penalty: 3636.130859
	Iteration 26Q: 3 clusters Score -8934598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8934603.000000 Penalty: 3636.130859
	Iteration 27Q: 3 clusters Score -8934603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71986 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8934611.000000 Penalty: 3636.130859
	Iteration 28Q: 3 clusters Score -8934611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8934613.000000 Penalty: 3636.130859
	Iteration 29Q: 3 clusters Score -8934613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8934623.000000 Penalty: 3636.130859
	Iteration 30Q: 3 clusters Score -8934623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8934617.000000 Penalty: 3636.130859
	Iteration 31Q: 3 clusters Score -8934617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8934626.000000 Penalty: 3636.130859
	Iteration 32Q: 3 clusters Score -8934626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72005 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8934628.000000 Penalty: 3636.130859
	Iteration 33Q: 3 clusters Score -8934628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8934635.000000 Penalty: 3636.130859
	Iteration 34Q: 3 clusters Score -8934635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8934637.000000 Penalty: 3636.130859
	Iteration 35Q: 3 clusters Score -8934637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8934637.000000 Penalty: 3636.130859
	Iteration 36Q: 3 clusters Score -8934637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8934639.000000 Penalty: 3636.130859
	Iteration 37Q: 3 clusters Score -8934639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8934636.000000 Penalty: 3636.130859
	Iteration 38Q: 3 clusters Score -8934636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8934636.000000 Penalty: 3636.130859
	Iteration 39F: 3 clusters Score -8934636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -551576.812500 Penalty: 1365.253174
	Iteration 0F: 2 clusters Score -551576.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -547910.875000 Penalty: 2730.506348
	Iteration 0F: 3 clusters Score -547910.9 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -548929.375000 Penalty: 2730.506348
	Iteration 1F: 3 clusters Score -548929.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -549093.312500 Penalty: 2730.506348
	Iteration 2F: 3 clusters Score -549093.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -549200.312500 Penalty: 2730.506348
	Iteration 3Q: 3 clusters Score -549200.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -549273.687500 Penalty: 2730.506348
	Iteration 4Q: 3 clusters Score -549273.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -549333.562500 Penalty: 2730.506348
	Iteration 5Q: 3 clusters Score -549333.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -549397.062500 Penalty: 2730.506348
	Iteration 6Q: 3 clusters Score -549397.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -549450.687500 Penalty: 2730.506348
	Iteration 7Q: 3 clusters Score -549450.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -549493.312500 Penalty: 2730.506348
	Iteration 8Q: 3 clusters Score -549493.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -549527.875000 Penalty: 2730.506348
	Iteration 9Q: 3 clusters Score -549527.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -549555.437500 Penalty: 2730.506348
	Iteration 10Q: 3 clusters Score -549555.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -549588.750000 Penalty: 2730.506348
	Iteration 11Q: 3 clusters Score -549588.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -549623.125000 Penalty: 2730.506348
	Iteration 12Q: 3 clusters Score -549623.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -549661.937500 Penalty: 2730.506348
	Iteration 13Q: 3 clusters Score -549661.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -549700.312500 Penalty: 2730.506348
	Iteration 14Q: 3 clusters Score -549700.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -549743.625000 Penalty: 2730.506348
	Iteration 15Q: 3 clusters Score -549743.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -549785.875000 Penalty: 2730.506348
	Iteration 16Q: 3 clusters Score -549785.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -549836.187500 Penalty: 2730.506348
	Iteration 17Q: 3 clusters Score -549836.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -549884.750000 Penalty: 2730.506348
	Iteration 18Q: 3 clusters Score -549884.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -549926.875000 Penalty: 2730.506348
	Iteration 19Q: 3 clusters Score -549926.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -549963.437500 Penalty: 2730.506348
	Iteration 20F: 3 clusters Score -549963.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -550001.312500 Penalty: 2730.506348
	Iteration 21Q: 3 clusters Score -550001.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -550042.562500 Penalty: 2730.506348
	Iteration 22Q: 3 clusters Score -550042.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -550079.062500 Penalty: 2730.506348
	Iteration 23Q: 3 clusters Score -550079.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -550110.500000 Penalty: 2730.506348
	Iteration 24Q: 3 clusters Score -550110.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -550133.437500 Penalty: 2730.506348
	Iteration 25Q: 3 clusters Score -550133.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -550152.062500 Penalty: 2730.506348
	Iteration 26Q: 3 clusters Score -550152.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -550170.937500 Penalty: 2730.506348
	Iteration 27Q: 3 clusters Score -550170.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -550186.062500 Penalty: 2730.506348
	Iteration 28Q: 3 clusters Score -550186.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -550200.000000 Penalty: 2730.506348
	Iteration 29Q: 3 clusters Score -550200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -550219.875000 Penalty: 2730.506348
	Iteration 30Q: 3 clusters Score -550219.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -550238.687500 Penalty: 2730.506348
	Iteration 31Q: 3 clusters Score -550238.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -550260.250000 Penalty: 2730.506348
	Iteration 32Q: 3 clusters Score -550260.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -550270.437500 Penalty: 2730.506348
	Iteration 33Q: 3 clusters Score -550270.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -550279.250000 Penalty: 2730.506348
	Iteration 34Q: 3 clusters Score -550279.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -550283.875000 Penalty: 2730.506348
	Iteration 35Q: 3 clusters Score -550283.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -550289.312500 Penalty: 2730.506348
	Iteration 36Q: 3 clusters Score -550289.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -550297.375000 Penalty: 2730.506348
	Iteration 37Q: 3 clusters Score -550297.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -550308.562500 Penalty: 2730.506348
	Iteration 38Q: 3 clusters Score -550308.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -550316.062500 Penalty: 2730.506348
	Iteration 39Q: 3 clusters Score -550316.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -550324.375000 Penalty: 2730.506348
	Iteration 40F: 3 clusters Score -550324.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -550333.125000 Penalty: 2730.506348
	Iteration 41Q: 3 clusters Score -550333.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -550342.312500 Penalty: 2730.506348
	Iteration 42Q: 3 clusters Score -550342.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -550347.750000 Penalty: 2730.506348
	Iteration 43Q: 3 clusters Score -550347.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -550350.500000 Penalty: 2730.506348
	Iteration 44Q: 3 clusters Score -550350.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -550351.375000 Penalty: 2730.506348
	Iteration 45Q: 3 clusters Score -550351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -550351.812500 Penalty: 2730.506348
	Iteration 46Q: 3 clusters Score -550351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -550351.500000 Penalty: 2730.506348
	Iteration 47Q: 3 clusters Score -550351.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -550354.625000 Penalty: 2730.506348
	Iteration 48Q: 3 clusters Score -550354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -550357.937500 Penalty: 2730.506348
	Iteration 49Q: 3 clusters Score -550357.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -550361.625000 Penalty: 2730.506348
	Iteration 50Q: 3 clusters Score -550361.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -550367.000000 Penalty: 2730.506348
	Iteration 51Q: 3 clusters Score -550367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -550372.875000 Penalty: 2730.506348
	Iteration 52Q: 3 clusters Score -550372.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -550372.375000 Penalty: 2730.506348
	Iteration 53Q: 3 clusters Score -550372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -550374.000000 Penalty: 2730.506348
	Iteration 54Q: 3 clusters Score -550374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -550376.687500 Penalty: 2730.506348
	Iteration 55Q: 3 clusters Score -550376.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -550378.125000 Penalty: 2730.506348
	Iteration 56Q: 3 clusters Score -550378.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -550380.687500 Penalty: 2730.506348
	Iteration 57Q: 3 clusters Score -550380.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -550381.312500 Penalty: 2730.506348
	Iteration 58Q: 3 clusters Score -550381.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -550381.312500 Penalty: 2730.506348
	Iteration 59F: 3 clusters Score -550381.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -308702.031250 Penalty: 1276.777710
	Iteration 0F: 2 clusters Score -308702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -306211.656250 Penalty: 2553.555420
	Iteration 0F: 3 clusters Score -306211.7 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -306793.250000 Penalty: 2553.555420
	Iteration 1F: 3 clusters Score -306793.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -306902.781250 Penalty: 2553.555420
	Iteration 2F: 3 clusters Score -306902.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -306972.218750 Penalty: 2553.555420
	Iteration 3Q: 3 clusters Score -306972.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -307024.531250 Penalty: 2553.555420
	Iteration 4Q: 3 clusters Score -307024.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -307054.468750 Penalty: 2553.555420
	Iteration 5Q: 3 clusters Score -307054.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -307081.250000 Penalty: 2553.555420
	Iteration 6Q: 3 clusters Score -307081.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -307104.500000 Penalty: 2553.555420
	Iteration 7Q: 3 clusters Score -307104.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -307123.781250 Penalty: 2553.555420
	Iteration 8Q: 3 clusters Score -307123.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -307139.906250 Penalty: 2553.555420
	Iteration 9Q: 3 clusters Score -307139.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -307154.281250 Penalty: 2553.555420
	Iteration 10Q: 3 clusters Score -307154.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -307161.718750 Penalty: 2553.555420
	Iteration 11Q: 3 clusters Score -307161.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -307167.062500 Penalty: 2553.555420
	Iteration 12Q: 3 clusters Score -307167.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -307173.593750 Penalty: 2553.555420
	Iteration 13Q: 3 clusters Score -307173.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -307179.218750 Penalty: 2553.555420
	Iteration 14Q: 3 clusters Score -307179.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -307186.312500 Penalty: 2553.555420
	Iteration 15Q: 3 clusters Score -307186.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -307191.875000 Penalty: 2553.555420
	Iteration 16Q: 3 clusters Score -307191.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -307198.531250 Penalty: 2553.555420
	Iteration 17Q: 3 clusters Score -307198.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -307200.781250 Penalty: 2553.555420
	Iteration 18Q: 3 clusters Score -307200.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -307204.531250 Penalty: 2553.555420
	Iteration 19Q: 3 clusters Score -307204.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -307206.187500 Penalty: 2553.555420
	Iteration 20F: 3 clusters Score -307206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -307208.562500 Penalty: 2553.555420
	Iteration 21Q: 3 clusters Score -307208.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -307211.656250 Penalty: 2553.555420
	Iteration 22Q: 3 clusters Score -307211.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -307214.250000 Penalty: 2553.555420
	Iteration 23Q: 3 clusters Score -307214.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -307218.281250 Penalty: 2553.555420
	Iteration 24Q: 3 clusters Score -307218.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -307222.906250 Penalty: 2553.555420
	Iteration 25Q: 3 clusters Score -307222.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -307226.156250 Penalty: 2553.555420
	Iteration 26Q: 3 clusters Score -307226.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -307227.468750 Penalty: 2553.555420
	Iteration 27Q: 3 clusters Score -307227.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -307228.468750 Penalty: 2553.555420
	Iteration 28Q: 3 clusters Score -307228.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -307231.125000 Penalty: 2553.555420
	Iteration 29Q: 3 clusters Score -307231.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -307235.500000 Penalty: 2553.555420
	Iteration 30Q: 3 clusters Score -307235.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -307238.937500 Penalty: 2553.555420
	Iteration 31Q: 3 clusters Score -307238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -307240.500000 Penalty: 2553.555420
	Iteration 32Q: 3 clusters Score -307240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -307241.875000 Penalty: 2553.555420
	Iteration 33Q: 3 clusters Score -307241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -307241.875000 Penalty: 2553.555420
	Iteration 34F: 3 clusters Score -307241.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Entering Unmasked Estep 
Score: -1969551.625000 Penalty: 1569.472168
	Iteration 0F: 2 clusters Score -1969552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1958658.375000 Penalty: 3138.944336
	Iteration 0F: 3 clusters Score -1958658 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1962677.875000 Penalty: 3138.944336
	Iteration 1F: 3 clusters Score -1962678 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1962989.750000 Penalty: 3138.944336
	Iteration 2F: 3 clusters Score -1962990 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1963291.000000 Penalty: 3138.944336
	Iteration 3Q: 3 clusters Score -1963291 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1963614.750000 Penalty: 3138.944336
	Iteration 4Q: 3 clusters Score -1963615 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1964008.375000 Penalty: 3138.944336
	Iteration 5Q: 3 clusters Score -1964008 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1964539.375000 Penalty: 3138.944336
	Iteration 6F: 3 clusters Score -1964539 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1965219.625000 Penalty: 3138.944336
	Iteration 7F: 3 clusters Score -1965220 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1966030.625000 Penalty: 3138.944336
	Iteration 8F: 3 clusters Score -1966031 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1966816.500000 Penalty: 3138.944336
	Iteration 9Q: 3 clusters Score -1966816 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1967383.000000 Penalty: 3138.944336
	Iteration 10Q: 3 clusters Score -1967383 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1967745.250000 Penalty: 3138.944336
	Iteration 11Q: 3 clusters Score -1967745 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1967990.000000 Penalty: 3138.944336
	Iteration 12Q: 3 clusters Score -1967990 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1968157.875000 Penalty: 3138.944336
	Iteration 13Q: 3 clusters Score -1968158 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1968275.500000 Penalty: 3138.944336
	Iteration 14Q: 3 clusters Score -1968276 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1968375.375000 Penalty: 3138.944336
	Iteration 15Q: 3 clusters Score -1968375 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1968419.000000 Penalty: 3138.944336
	Iteration 16Q: 3 clusters Score -1968419 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1968465.500000 Penalty: 3138.944336
	Iteration 17Q: 3 clusters Score -1968466 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1968505.250000 Penalty: 3138.944336
	Iteration 18Q: 3 clusters Score -1968505 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1968531.000000 Penalty: 3138.944336
	Iteration 19Q: 3 clusters Score -1968531 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1968552.750000 Penalty: 3138.944336
	Iteration 20F: 3 clusters Score -1968553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1968562.500000 Penalty: 3138.944336
	Iteration 21Q: 3 clusters Score -1968562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1968577.125000 Penalty: 3138.944336
	Iteration 22Q: 3 clusters Score -1968577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1968583.875000 Penalty: 3138.944336
	Iteration 23Q: 3 clusters Score -1968584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1968601.625000 Penalty: 3138.944336
	Iteration 24Q: 3 clusters Score -1968602 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1968618.750000 Penalty: 3138.944336
	Iteration 25Q: 3 clusters Score -1968619 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1968630.625000 Penalty: 3138.944336
	Iteration 26Q: 3 clusters Score -1968631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1968645.250000 Penalty: 3138.944336
	Iteration 27Q: 3 clusters Score -1968645 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1968656.250000 Penalty: 3138.944336
	Iteration 28Q: 3 clusters Score -1968656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1968667.250000 Penalty: 3138.944336
	Iteration 29Q: 3 clusters Score -1968667 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1968676.500000 Penalty: 3138.944336
	Iteration 30Q: 3 clusters Score -1968676 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1968690.250000 Penalty: 3138.944336
	Iteration 31Q: 3 clusters Score -1968690 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1968713.500000 Penalty: 3138.944336
	Iteration 32Q: 3 clusters Score -1968714 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1968735.000000 Penalty: 3138.944336
	Iteration 33Q: 3 clusters Score -1968735 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1968760.125000 Penalty: 3138.944336
	Iteration 34Q: 3 clusters Score -1968760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1968790.875000 Penalty: 3138.944336
	Iteration 35Q: 3 clusters Score -1968791 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1968806.875000 Penalty: 3138.944336
	Iteration 36Q: 3 clusters Score -1968807 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1968819.000000 Penalty: 3138.944336
	Iteration 37Q: 3 clusters Score -1968819 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1968836.750000 Penalty: 3138.944336
	Iteration 38Q: 3 clusters Score -1968837 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1968845.625000 Penalty: 3138.944336
	Iteration 39Q: 3 clusters Score -1968846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1968866.500000 Penalty: 3138.944336
	Iteration 40F: 3 clusters Score -1968866 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1968883.625000 Penalty: 3138.944336
	Iteration 41Q: 3 clusters Score -1968884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1968901.625000 Penalty: 3138.944336
	Iteration 42Q: 3 clusters Score -1968902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1968916.375000 Penalty: 3138.944336
	Iteration 43Q: 3 clusters Score -1968916 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1968924.500000 Penalty: 3138.944336
	Iteration 44Q: 3 clusters Score -1968924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1968960.500000 Penalty: 3138.944336
	Iteration 45Q: 3 clusters Score -1968960 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1968994.625000 Penalty: 3138.944336
	Iteration 46Q: 3 clusters Score -1968995 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1969021.250000 Penalty: 3138.944336
	Iteration 47Q: 3 clusters Score -1969021 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1969058.250000 Penalty: 3138.944336
	Iteration 48Q: 3 clusters Score -1969058 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1969102.625000 Penalty: 3138.944336
	Iteration 49Q: 3 clusters Score -1969103 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1969142.375000 Penalty: 3138.944336
	Iteration 50Q: 3 clusters Score -1969142 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1969188.500000 Penalty: 3138.944336
	Iteration 51Q: 3 clusters Score -1969188 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1969235.125000 Penalty: 3138.944336
	Iteration 52Q: 3 clusters Score -1969235 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1969282.375000 Penalty: 3138.944336
	Iteration 53Q: 3 clusters Score -1969282 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1969343.625000 Penalty: 3138.944336
	Iteration 54Q: 3 clusters Score -1969344 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1969396.750000 Penalty: 3138.944336
	Iteration 55Q: 3 clusters Score -1969397 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1969449.500000 Penalty: 3138.944336
	Iteration 56Q: 3 clusters Score -1969450 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1969519.250000 Penalty: 3138.944336
	Iteration 57Q: 3 clusters Score -1969519 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1969617.125000 Penalty: 3138.944336
	Iteration 58Q: 3 clusters Score -1969617 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1969705.000000 Penalty: 3138.944336
	Iteration 59Q: 3 clusters Score -1969705 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1969793.625000 Penalty: 3138.944336
	Iteration 60F: 3 clusters Score -1969794 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1969882.875000 Penalty: 3138.944336
	Iteration 61Q: 3 clusters Score -1969883 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1969942.500000 Penalty: 3138.944336
	Iteration 62Q: 3 clusters Score -1969942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1970018.750000 Penalty: 3138.944336
	Iteration 63Q: 3 clusters Score -1970019 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1970070.000000 Penalty: 3138.944336
	Iteration 64Q: 3 clusters Score -1970070 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1970134.125000 Penalty: 3138.944336
	Iteration 65Q: 3 clusters Score -1970134 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1970179.000000 Penalty: 3138.944336
	Iteration 66Q: 3 clusters Score -1970179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1970214.750000 Penalty: 3138.944336
	Iteration 67Q: 3 clusters Score -1970215 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1970245.000000 Penalty: 3138.944336
	Iteration 68Q: 3 clusters Score -1970245 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1970276.250000 Penalty: 3138.944336
	Iteration 69Q: 3 clusters Score -1970276 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1970303.250000 Penalty: 3138.944336
	Iteration 70Q: 3 clusters Score -1970303 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1970316.375000 Penalty: 3138.944336
	Iteration 71Q: 3 clusters Score -1970316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1970333.500000 Penalty: 3138.944336
	Iteration 72Q: 3 clusters Score -1970334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1970348.500000 Penalty: 3138.944336
	Iteration 73Q: 3 clusters Score -1970348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1970361.875000 Penalty: 3138.944336
	Iteration 74Q: 3 clusters Score -1970362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1970372.625000 Penalty: 3138.944336
	Iteration 75Q: 3 clusters Score -1970373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1970380.625000 Penalty: 3138.944336
	Iteration 76Q: 3 clusters Score -1970381 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1970390.125000 Penalty: 3138.944336
	Iteration 77Q: 3 clusters Score -1970390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1970394.000000 Penalty: 3138.944336
	Iteration 78Q: 3 clusters Score -1970394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1970395.875000 Penalty: 3138.944336
	Iteration 79Q: 3 clusters Score -1970396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1970397.875000 Penalty: 3138.944336
	Iteration 80F: 3 clusters Score -1970398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1970400.000000 Penalty: 3138.944336
	Iteration 81Q: 3 clusters Score -1970400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1970398.250000 Penalty: 3138.944336
	Iteration 82Q: 3 clusters Score -1970398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1970402.875000 Penalty: 3138.944336
	Iteration 83Q: 3 clusters Score -1970403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1970401.000000 Penalty: 3138.944336
	Iteration 84Q: 3 clusters Score -1970401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1970401.250000 Penalty: 3138.944336
	Iteration 85Q: 3 clusters Score -1970401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1970400.250000 Penalty: 3138.944336
	Iteration 86Q: 3 clusters Score -1970400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1970400.250000 Penalty: 3138.944336
	Iteration 87F: 3 clusters Score -1970400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 17771 members 
Mstep: Class 8 contains 77794 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20699 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 63804 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 14742 members 
Mstep: Class 18 contains 37757 members 
Mstep: Class 19 contains 48435 members 
Mstep: Class 20 contains 72265 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 9598 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63259 members 
Mstep: Class 26 contains 6053 members 
Entering Unmasked Estep 
Score: -62641880.000000 Penalty: 55564.910156
Splitting cluster 23 changes total score from -62641696.000000 to -62641880.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -228972.828125 Penalty: 1223.266479
	Iteration 0F: 2 clusters Score -228972.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -226930.156250 Penalty: 2446.532959
	Iteration 0F: 3 clusters Score -226930.2 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -227374.875000 Penalty: 2446.532959
	Iteration 1F: 3 clusters Score -227374.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -227495.406250 Penalty: 2446.532959
	Iteration 2F: 3 clusters Score -227495.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -227578.015625 Penalty: 2446.532959
	Iteration 3F: 3 clusters Score -227578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -227657.625000 Penalty: 2446.532959
	Iteration 4Q: 3 clusters Score -227657.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -227755.578125 Penalty: 2446.532959
	Iteration 5Q: 3 clusters Score -227755.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -227861.968750 Penalty: 2446.532959
	Iteration 6Q: 3 clusters Score -227862 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -227945.281250 Penalty: 2446.532959
	Iteration 7Q: 3 clusters Score -227945.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -228015.859375 Penalty: 2446.532959
	Iteration 8Q: 3 clusters Score -228015.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -228060.796875 Penalty: 2446.532959
	Iteration 9Q: 3 clusters Score -228060.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -228091.187500 Penalty: 2446.532959
	Iteration 10Q: 3 clusters Score -228091.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -228116.968750 Penalty: 2446.532959
	Iteration 11Q: 3 clusters Score -228117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -228138.109375 Penalty: 2446.532959
	Iteration 12Q: 3 clusters Score -228138.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -228151.031250 Penalty: 2446.532959
	Iteration 13Q: 3 clusters Score -228151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -228164.781250 Penalty: 2446.532959
	Iteration 14Q: 3 clusters Score -228164.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -228178.500000 Penalty: 2446.532959
	Iteration 15Q: 3 clusters Score -228178.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -228189.312500 Penalty: 2446.532959
	Iteration 16Q: 3 clusters Score -228189.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -228200.562500 Penalty: 2446.532959
	Iteration 17Q: 3 clusters Score -228200.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -228212.828125 Penalty: 2446.532959
	Iteration 18Q: 3 clusters Score -228212.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -228224.359375 Penalty: 2446.532959
	Iteration 19Q: 3 clusters Score -228224.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -228232.046875 Penalty: 2446.532959
	Iteration 20F: 3 clusters Score -228232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -228236.812500 Penalty: 2446.532959
	Iteration 21Q: 3 clusters Score -228236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -228241.828125 Penalty: 2446.532959
	Iteration 22Q: 3 clusters Score -228241.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -228246.421875 Penalty: 2446.532959
	Iteration 23Q: 3 clusters Score -228246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -228249.156250 Penalty: 2446.532959
	Iteration 24Q: 3 clusters Score -228249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -228251.015625 Penalty: 2446.532959
	Iteration 25Q: 3 clusters Score -228251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -228251.281250 Penalty: 2446.532959
	Iteration 26Q: 3 clusters Score -228251.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -228251.281250 Penalty: 2446.532959
	Iteration 27F: 3 clusters Score -228251.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (63259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Entering Unmasked Estep 
Score: -7858673.500000 Penalty: 1796.436279
	Iteration 0F: 2 clusters Score -7858674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -7817028.500000 Penalty: 3592.872559
	Iteration 0F: 3 clusters Score -7817028 nChanged 30027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -7834274.000000 Penalty: 3592.872559
	Iteration 1F: 3 clusters Score -7834274 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -7835108.000000 Penalty: 3592.872559
	Iteration 2Q: 3 clusters Score -7835108 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -7836378.500000 Penalty: 3592.872559
	Iteration 3Q: 3 clusters Score -7836378 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -7838481.000000 Penalty: 3592.872559
	Iteration 4F: 3 clusters Score -7838481 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -7841937.500000 Penalty: 3592.872559
	Iteration 5F: 3 clusters Score -7841938 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -7846643.000000 Penalty: 3592.872559
	Iteration 6F: 3 clusters Score -7846643 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -7851204.500000 Penalty: 3592.872559
	Iteration 7F: 3 clusters Score -7851204 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -7854418.500000 Penalty: 3592.872559
	Iteration 8F: 3 clusters Score -7854418 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -7855986.500000 Penalty: 3592.872559
	Iteration 9Q: 3 clusters Score -7855986 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -7856627.000000 Penalty: 3592.872559
	Iteration 10Q: 3 clusters Score -7856627 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -7856905.500000 Penalty: 3592.872559
	Iteration 11Q: 3 clusters Score -7856906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -7857020.000000 Penalty: 3592.872559
	Iteration 12Q: 3 clusters Score -7857020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -7857061.500000 Penalty: 3592.872559
	Iteration 13Q: 3 clusters Score -7857062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -7857083.500000 Penalty: 3592.872559
	Iteration 14Q: 3 clusters Score -7857084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -7857098.000000 Penalty: 3592.872559
	Iteration 15Q: 3 clusters Score -7857098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -7857106.000000 Penalty: 3592.872559
	Iteration 16Q: 3 clusters Score -7857106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -7857129.500000 Penalty: 3592.872559
	Iteration 17Q: 3 clusters Score -7857130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -7857142.500000 Penalty: 3592.872559
	Iteration 18Q: 3 clusters Score -7857142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -7857159.000000 Penalty: 3592.872559
	Iteration 19Q: 3 clusters Score -7857159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 63078 members 
Entering Unmasked Estep 
Score: -7857169.500000 Penalty: 3592.872559
	Iteration 20F: 3 clusters Score -7857170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 63078 members 
Entering Unmasked Estep 
Score: -7857175.000000 Penalty: 3592.872559
	Iteration 21Q: 3 clusters Score -7857175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -7857174.000000 Penalty: 3592.872559
	Iteration 22Q: 3 clusters Score -7857174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -7857178.500000 Penalty: 3592.872559
	Iteration 23Q: 3 clusters Score -7857178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -7857179.000000 Penalty: 3592.872559
	Iteration 24Q: 3 clusters Score -7857179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -7857180.500000 Penalty: 3592.872559
	Iteration 25Q: 3 clusters Score -7857180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -7857187.500000 Penalty: 3592.872559
	Iteration 26Q: 3 clusters Score -7857188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -7857187.500000 Penalty: 3592.872559
	Iteration 27F: 3 clusters Score -7857188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 17771 members 
Mstep: Class 8 contains 77794 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20699 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 63804 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 14742 members 
Mstep: Class 18 contains 37757 members 
Mstep: Class 19 contains 48435 members 
Mstep: Class 20 contains 72265 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 9598 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642600.000000 Penalty: 55564.910156
Iteration 159Q: 27 clusters Score -6.26426e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4092 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 17792 members 
Mstep: Class 8 contains 77798 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20715 members 
Mstep: Class 11 contains 1993 members 
Mstep: Class 12 contains 63725 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 45152 members 
Mstep: Class 17 contains 14738 members 
Mstep: Class 18 contains 37969 members 
Mstep: Class 19 contains 48439 members 
Mstep: Class 20 contains 72247 members 
Mstep: Class 21 contains 4463 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 9445 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63259 members 
Mstep: Class 26 contains 5970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62643376.000000 Penalty: 55564.910156
Iteration 160F: 27 clusters Score -6.264338e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4093 members 
Mstep: Class 6 contains 3230 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77797 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20709 members 
Mstep: Class 11 contains 1991 members 
Mstep: Class 12 contains 63694 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 15 contains 5840 members 
Mstep: Class 16 contains 45152 members 
Mstep: Class 17 contains 14560 members 
Mstep: Class 18 contains 38041 members 
Mstep: Class 19 contains 48447 members 
Mstep: Class 20 contains 72307 members 
Mstep: Class 21 contains 4357 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 1860 members 
Mstep: Class 25 contains 63265 members 
Mstep: Class 26 contains 6258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62643700.000000 Penalty: 55564.910156
Iteration 161Q: 27 clusters Score -6.26437e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 3234 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77784 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20699 members 
Mstep: Class 11 contains 1985 members 
Mstep: Class 12 contains 63672 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 15 contains 5839 members 
Mstep: Class 16 contains 45151 members 
Mstep: Class 17 contains 14411 members 
Mstep: Class 18 contains 38067 members 
Mstep: Class 19 contains 48457 members 
Mstep: Class 20 contains 72344 members 
Mstep: Class 21 contains 4307 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 9293 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63260 members 
Mstep: Class 26 contains 6479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62643860.000000 Penalty: 55564.910156
Iteration 162Q: 27 clusters Score -6.264386e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4098 members 
Mstep: Class 6 contains 3238 members 
Mstep: Class 7 contains 17791 members 
Mstep: Class 8 contains 77765 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20691 members 
Mstep: Class 11 contains 1978 members 
Mstep: Class 12 contains 63647 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 3159 members 
Mstep: Class 15 contains 5840 members 
Mstep: Class 16 contains 45147 members 
Mstep: Class 17 contains 14270 members 
Mstep: Class 18 contains 38071 members 
Mstep: Class 19 contains 48464 members 
Mstep: Class 20 contains 72366 members 
Mstep: Class 21 contains 4289 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 9280 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63265 members 
Mstep: Class 26 contains 6663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62643892.000000 Penalty: 55564.910156
Iteration 163Q: 27 clusters Score -6.264389e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4100 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 7 contains 17792 members 
Mstep: Class 8 contains 77746 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20681 members 
Mstep: Class 11 contains 1974 members 
Mstep: Class 12 contains 63622 members 
Mstep: Class 13 contains 1186 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 15 contains 5838 members 
Mstep: Class 16 contains 45142 members 
Mstep: Class 17 contains 14156 members 
Mstep: Class 18 contains 38077 members 
Mstep: Class 19 contains 48478 members 
Mstep: Class 20 contains 72376 members 
Mstep: Class 21 contains 4279 members 
Mstep: Class 22 contains 2586 members 
Mstep: Class 23 contains 9265 members 
Mstep: Class 24 contains 1860 members 
Mstep: Class 25 contains 63269 members 
Mstep: Class 26 contains 6823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644012.000000 Penalty: 55564.910156
Iteration 164Q: 27 clusters Score -6.264401e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2294 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4101 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 17793 members 
Mstep: Class 8 contains 77729 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20676 members 
Mstep: Class 11 contains 1970 members 
Mstep: Class 12 contains 63583 members 
Mstep: Class 13 contains 1188 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 5836 members 
Mstep: Class 16 contains 45137 members 
Mstep: Class 17 contains 14048 members 
Mstep: Class 18 contains 38085 members 
Mstep: Class 19 contains 48489 members 
Mstep: Class 20 contains 72381 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 9264 members 
Mstep: Class 24 contains 1861 members 
Mstep: Class 25 contains 63272 members 
Mstep: Class 26 contains 6964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644080.000000 Penalty: 55564.910156
Iteration 165Q: 27 clusters Score -6.264408e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4102 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 17792 members 
Mstep: Class 8 contains 77714 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20668 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 63564 members 
Mstep: Class 13 contains 1189 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 45134 members 
Mstep: Class 17 contains 13945 members 
Mstep: Class 18 contains 38077 members 
Mstep: Class 19 contains 48495 members 
Mstep: Class 20 contains 72379 members 
Mstep: Class 21 contains 4265 members 
Mstep: Class 22 contains 2586 members 
Mstep: Class 23 contains 9267 members 
Mstep: Class 24 contains 1860 members 
Mstep: Class 25 contains 63284 members 
Mstep: Class 26 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644188.000000 Penalty: 55564.910156
Iteration 166Q: 27 clusters Score -6.264419e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77704 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20657 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 63532 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 3161 members 
Mstep: Class 15 contains 5836 members 
Mstep: Class 16 contains 45132 members 
Mstep: Class 17 contains 13864 members 
Mstep: Class 18 contains 38069 members 
Mstep: Class 19 contains 48501 members 
Mstep: Class 20 contains 72372 members 
Mstep: Class 21 contains 4254 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63304 members 
Mstep: Class 26 contains 7250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644248.000000 Penalty: 55564.910156
Iteration 167Q: 27 clusters Score -6.264425e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4105 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77690 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20644 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 63509 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 3164 members 
Mstep: Class 15 contains 5837 members 
Mstep: Class 16 contains 45132 members 
Mstep: Class 17 contains 13794 members 
Mstep: Class 18 contains 38055 members 
Mstep: Class 19 contains 48505 members 
Mstep: Class 20 contains 72358 members 
Mstep: Class 21 contains 4249 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 9294 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63323 members 
Mstep: Class 26 contains 7354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644340.000000 Penalty: 55564.910156
Iteration 168Q: 27 clusters Score -6.264434e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77684 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20632 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 63494 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 5838 members 
Mstep: Class 16 contains 45133 members 
Mstep: Class 17 contains 13736 members 
Mstep: Class 18 contains 38047 members 
Mstep: Class 19 contains 48507 members 
Mstep: Class 20 contains 72349 members 
Mstep: Class 21 contains 4248 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 9299 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63329 members 
Mstep: Class 26 contains 7437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644348.000000 Penalty: 55564.910156
Iteration 169Q: 27 clusters Score -6.264435e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77678 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20623 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 63488 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 5840 members 
Mstep: Class 16 contains 45131 members 
Mstep: Class 17 contains 13682 members 
Mstep: Class 18 contains 38042 members 
Mstep: Class 19 contains 48514 members 
Mstep: Class 20 contains 72328 members 
Mstep: Class 21 contains 4248 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 63326 members 
Mstep: Class 26 contains 7511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644484.000000 Penalty: 55564.910156
Iteration 170Q: 27 clusters Score -6.264448e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 17787 members 
Mstep: Class 8 contains 77675 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20618 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 63495 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 5840 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13639 members 
Mstep: Class 18 contains 38026 members 
Mstep: Class 19 contains 48516 members 
Mstep: Class 20 contains 72307 members 
Mstep: Class 21 contains 4246 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 9327 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 63335 members 
Mstep: Class 26 contains 7578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644376.000000 Penalty: 55564.910156
Iteration 171Q: 27 clusters Score -6.264438e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 17787 members 
Mstep: Class 8 contains 77661 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20614 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 63484 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 45131 members 
Mstep: Class 17 contains 13603 members 
Mstep: Class 18 contains 38023 members 
Mstep: Class 19 contains 48527 members 
Mstep: Class 20 contains 72291 members 
Mstep: Class 21 contains 4248 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 9338 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 63338 members 
Mstep: Class 26 contains 7630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644348.000000 Penalty: 55564.910156
Iteration 172Q: 27 clusters Score -6.264435e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2301 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77651 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20609 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 63475 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 45131 members 
Mstep: Class 17 contains 13579 members 
Mstep: Class 18 contains 38020 members 
Mstep: Class 19 contains 48533 members 
Mstep: Class 20 contains 72282 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 9350 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 63340 members 
Mstep: Class 26 contains 7666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644344.000000 Penalty: 55564.910156
Iteration 173Q: 27 clusters Score -6.264434e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77641 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20611 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63466 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 45131 members 
Mstep: Class 17 contains 13561 members 
Mstep: Class 18 contains 38020 members 
Mstep: Class 19 contains 48541 members 
Mstep: Class 20 contains 72276 members 
Mstep: Class 21 contains 4253 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 9359 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 63338 members 
Mstep: Class 26 contains 7691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644380.000000 Penalty: 55564.910156
Iteration 174Q: 27 clusters Score -6.264438e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 3269 members 
Mstep: Class 7 contains 17788 members 
Mstep: Class 8 contains 77649 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20606 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63466 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 45131 members 
Mstep: Class 17 contains 13547 members 
Mstep: Class 18 contains 38022 members 
Mstep: Class 19 contains 48534 members 
Mstep: Class 20 contains 72269 members 
Mstep: Class 21 contains 4254 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 9364 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 63338 members 
Mstep: Class 26 contains 7708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644368.000000 Penalty: 55564.910156
Iteration 175Q: 27 clusters Score -6.264437e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 3272 members 
Mstep: Class 7 contains 17788 members 
Mstep: Class 8 contains 77648 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20602 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63461 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13551 members 
Mstep: Class 18 contains 38019 members 
Mstep: Class 19 contains 48534 members 
Mstep: Class 20 contains 72263 members 
Mstep: Class 21 contains 4258 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 9367 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 63338 members 
Mstep: Class 26 contains 7715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644340.000000 Penalty: 55564.910156
Iteration 176Q: 27 clusters Score -6.264434e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 3274 members 
Mstep: Class 7 contains 17788 members 
Mstep: Class 8 contains 77651 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20595 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63458 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13546 members 
Mstep: Class 18 contains 38018 members 
Mstep: Class 19 contains 48532 members 
Mstep: Class 20 contains 72256 members 
Mstep: Class 21 contains 4259 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 9370 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 63341 members 
Mstep: Class 26 contains 7728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644364.000000 Penalty: 55564.910156
Iteration 177Q: 27 clusters Score -6.264436e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 3274 members 
Mstep: Class 7 contains 17788 members 
Mstep: Class 8 contains 77653 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20595 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63457 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13539 members 
Mstep: Class 18 contains 38016 members 
Mstep: Class 19 contains 48537 members 
Mstep: Class 20 contains 72243 members 
Mstep: Class 21 contains 4260 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 9376 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 63337 members 
Mstep: Class 26 contains 7740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644376.000000 Penalty: 55564.910156
Iteration 178Q: 27 clusters Score -6.264438e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 3274 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77655 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20596 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63459 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13533 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 48543 members 
Mstep: Class 20 contains 72233 members 
Mstep: Class 21 contains 4264 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 9372 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 63330 members 
Mstep: Class 26 contains 7753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644308.000000 Penalty: 55564.910156
Iteration 179Q: 27 clusters Score -6.264431e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4108 members 
Mstep: Class 6 contains 3274 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77660 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20595 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63458 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13524 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 48547 members 
Mstep: Class 20 contains 72228 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 9370 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 63325 members 
Mstep: Class 26 contains 7761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644356.000000 Penalty: 55564.910156
Iteration 180F: 27 clusters Score -6.264436e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 3275 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77663 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20594 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63458 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13527 members 
Mstep: Class 18 contains 38011 members 
Mstep: Class 19 contains 48543 members 
Mstep: Class 20 contains 72224 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 9371 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 63325 members 
Mstep: Class 26 contains 7765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644340.000000 Penalty: 55564.910156
Iteration 181Q: 27 clusters Score -6.264434e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77662 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20590 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63456 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13530 members 
Mstep: Class 18 contains 38013 members 
Mstep: Class 19 contains 48543 members 
Mstep: Class 20 contains 72220 members 
Mstep: Class 21 contains 4270 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 9371 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63321 members 
Mstep: Class 26 contains 7769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644400.000000 Penalty: 55564.910156
Iteration 182Q: 27 clusters Score -6.26444e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 3280 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77664 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20587 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63448 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13531 members 
Mstep: Class 18 contains 38013 members 
Mstep: Class 19 contains 48548 members 
Mstep: Class 20 contains 72218 members 
Mstep: Class 21 contains 4272 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 9371 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63316 members 
Mstep: Class 26 contains 7774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644372.000000 Penalty: 55564.910156
Iteration 183Q: 27 clusters Score -6.264437e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3283 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77673 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20584 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63443 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13528 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 48551 members 
Mstep: Class 20 contains 72213 members 
Mstep: Class 21 contains 4273 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 9372 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63308 members 
Mstep: Class 26 contains 7778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644472.000000 Penalty: 55564.910156
Iteration 184Q: 27 clusters Score -6.264447e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3284 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77679 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20580 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63435 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5846 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13523 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 48560 members 
Mstep: Class 20 contains 72211 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 9373 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63305 members 
Mstep: Class 26 contains 7780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644468.000000 Penalty: 55564.910156
Iteration 185Q: 27 clusters Score -6.264447e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3284 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77688 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20576 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63434 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13521 members 
Mstep: Class 18 contains 38013 members 
Mstep: Class 19 contains 48559 members 
Mstep: Class 20 contains 72207 members 
Mstep: Class 21 contains 4276 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63304 members 
Mstep: Class 26 contains 7782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644484.000000 Penalty: 55564.910156
Iteration 186Q: 27 clusters Score -6.264448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3284 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77688 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20573 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63432 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13521 members 
Mstep: Class 18 contains 38014 members 
Mstep: Class 19 contains 48561 members 
Mstep: Class 20 contains 72204 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 9376 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63306 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644484.000000 Penalty: 55564.910156
Iteration 187Q: 27 clusters Score -6.264448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3285 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77690 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20571 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63428 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5849 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13521 members 
Mstep: Class 18 contains 38012 members 
Mstep: Class 19 contains 48567 members 
Mstep: Class 20 contains 72203 members 
Mstep: Class 21 contains 4279 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 9378 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63303 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644452.000000 Penalty: 55564.910156
Iteration 188Q: 27 clusters Score -6.264445e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77692 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20570 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63425 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5850 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 38008 members 
Mstep: Class 19 contains 48570 members 
Mstep: Class 20 contains 72203 members 
Mstep: Class 21 contains 4280 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 9380 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63300 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644488.000000 Penalty: 55564.910156
Iteration 189Q: 27 clusters Score -6.264449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77691 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20568 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63421 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5850 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 38005 members 
Mstep: Class 19 contains 48578 members 
Mstep: Class 20 contains 72202 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 9383 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63298 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644440.000000 Penalty: 55564.910156
Iteration 190Q: 27 clusters Score -6.264444e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77696 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20566 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63417 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5851 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 38002 members 
Mstep: Class 19 contains 48584 members 
Mstep: Class 20 contains 72201 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 9386 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63293 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644460.000000 Penalty: 55564.910156
Iteration 191Q: 27 clusters Score -6.264446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77701 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63412 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5851 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48592 members 
Mstep: Class 20 contains 72198 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63289 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644424.000000 Penalty: 55564.910156
Iteration 192Q: 27 clusters Score -6.264442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77701 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63408 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 5851 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48605 members 
Mstep: Class 20 contains 72196 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 9389 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63280 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644456.000000 Penalty: 55564.910156
Iteration 193Q: 27 clusters Score -6.264446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77703 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63397 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 5851 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48612 members 
Mstep: Class 20 contains 72197 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2573 members 
Mstep: Class 23 contains 9389 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63281 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644488.000000 Penalty: 55564.910156
Iteration 194Q: 27 clusters Score -6.264449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77709 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63390 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 5852 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48613 members 
Mstep: Class 20 contains 72198 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63280 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644488.000000 Penalty: 55564.910156
Iteration 195Q: 27 clusters Score -6.264449e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77715 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63389 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3168 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48610 members 
Mstep: Class 20 contains 72198 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63276 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644480.000000 Penalty: 55564.910156
Iteration 196Q: 27 clusters Score -6.264448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77717 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63387 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48612 members 
Mstep: Class 20 contains 72197 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63274 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644480.000000 Penalty: 55564.910156
Iteration 197Q: 27 clusters Score -6.264448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77718 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63388 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48615 members 
Mstep: Class 20 contains 72196 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63270 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644480.000000 Penalty: 55564.910156
Iteration 198Q: 27 clusters Score -6.264448e+07 nChanged 7
Entering ConstructFrom: 
Score: -62644480.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -36984.910156 Penalty: 969.498901
	Iteration 0F: 2 clusters Score -36984.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36245.117188 Penalty: 1938.997803
	Iteration 0F: 3 clusters Score -36245.12 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36639.613281 Penalty: 1938.997803
	Iteration 1F: 3 clusters Score -36639.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36847.406250 Penalty: 1938.997803
	Iteration 2F: 3 clusters Score -36847.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36985.054688 Penalty: 1938.997803
	Iteration 3Q: 3 clusters Score -36985.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37038.152344 Penalty: 1938.997803
	Iteration 4Q: 3 clusters Score -37038.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37044.027344 Penalty: 1938.997803
	Iteration 5Q: 3 clusters Score -37044.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37046.308594 Penalty: 1938.997803
	Iteration 6Q: 3 clusters Score -37046.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37047.882812 Penalty: 1938.997803
	Iteration 7Q: 3 clusters Score -37047.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37047.882812 Penalty: 1938.997803
	Iteration 8F: 3 clusters Score -37047.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77720 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63389 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48616 members 
Mstep: Class 20 contains 72194 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63268 members 
Mstep: Class 26 contains 7783 members 
Mstep: Class 27 contains 274 members 
Entering Unmasked Estep 
Score: -62643376.000000 Penalty: 57702.019531
Splitting cluster 1 changes total score from -62644480.000000 to -62643376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -475740.500000 Penalty: 1345.821167
	Iteration 0F: 2 clusters Score -475740.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -472402.750000 Penalty: 2691.642334
	Iteration 0F: 3 clusters Score -472402.8 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -473253.750000 Penalty: 2691.642334
	Iteration 1F: 3 clusters Score -473253.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -473402.968750 Penalty: 2691.642334
	Iteration 2F: 3 clusters Score -473403 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -473498.375000 Penalty: 2691.642334
	Iteration 3F: 3 clusters Score -473498.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -473569.718750 Penalty: 2691.642334
	Iteration 4Q: 3 clusters Score -473569.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -473615.781250 Penalty: 2691.642334
	Iteration 5Q: 3 clusters Score -473615.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -473663.906250 Penalty: 2691.642334
	Iteration 6Q: 3 clusters Score -473663.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -473706.093750 Penalty: 2691.642334
	Iteration 7Q: 3 clusters Score -473706.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -473741.187500 Penalty: 2691.642334
	Iteration 8Q: 3 clusters Score -473741.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -473771.406250 Penalty: 2691.642334
	Iteration 9Q: 3 clusters Score -473771.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -473803.218750 Penalty: 2691.642334
	Iteration 10Q: 3 clusters Score -473803.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -473838.312500 Penalty: 2691.642334
	Iteration 11Q: 3 clusters Score -473838.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -473870.156250 Penalty: 2691.642334
	Iteration 12Q: 3 clusters Score -473870.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -473900.218750 Penalty: 2691.642334
	Iteration 13Q: 3 clusters Score -473900.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -473937.781250 Penalty: 2691.642334
	Iteration 14Q: 3 clusters Score -473937.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -473974.062500 Penalty: 2691.642334
	Iteration 15Q: 3 clusters Score -473974.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -474013.437500 Penalty: 2691.642334
	Iteration 16Q: 3 clusters Score -474013.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -474065.281250 Penalty: 2691.642334
	Iteration 17Q: 3 clusters Score -474065.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -474105.593750 Penalty: 2691.642334
	Iteration 18Q: 3 clusters Score -474105.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -474150.812500 Penalty: 2691.642334
	Iteration 19Q: 3 clusters Score -474150.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -474190.875000 Penalty: 2691.642334
	Iteration 20F: 3 clusters Score -474190.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -474217.781250 Penalty: 2691.642334
	Iteration 21Q: 3 clusters Score -474217.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -474241.187500 Penalty: 2691.642334
	Iteration 22Q: 3 clusters Score -474241.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -474257.687500 Penalty: 2691.642334
	Iteration 23Q: 3 clusters Score -474257.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -474269.906250 Penalty: 2691.642334
	Iteration 24Q: 3 clusters Score -474269.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -474275.968750 Penalty: 2691.642334
	Iteration 25Q: 3 clusters Score -474276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -474284.375000 Penalty: 2691.642334
	Iteration 26Q: 3 clusters Score -474284.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -474293.343750 Penalty: 2691.642334
	Iteration 27Q: 3 clusters Score -474293.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -474301.937500 Penalty: 2691.642334
	Iteration 28Q: 3 clusters Score -474301.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -474309.500000 Penalty: 2691.642334
	Iteration 29Q: 3 clusters Score -474309.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -474315.031250 Penalty: 2691.642334
	Iteration 30Q: 3 clusters Score -474315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -474318.937500 Penalty: 2691.642334
	Iteration 31Q: 3 clusters Score -474318.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -474324.125000 Penalty: 2691.642334
	Iteration 32Q: 3 clusters Score -474324.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -474330.687500 Penalty: 2691.642334
	Iteration 33Q: 3 clusters Score -474330.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -474333.875000 Penalty: 2691.642334
	Iteration 34Q: 3 clusters Score -474333.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -474340.437500 Penalty: 2691.642334
	Iteration 35Q: 3 clusters Score -474340.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -474351.843750 Penalty: 2691.642334
	Iteration 36Q: 3 clusters Score -474351.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -474366.031250 Penalty: 2691.642334
	Iteration 37Q: 3 clusters Score -474366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -474381.125000 Penalty: 2691.642334
	Iteration 38Q: 3 clusters Score -474381.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -474389.687500 Penalty: 2691.642334
	Iteration 39Q: 3 clusters Score -474389.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -474394.812500 Penalty: 2691.642334
	Iteration 40F: 3 clusters Score -474394.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -474400.187500 Penalty: 2691.642334
	Iteration 41Q: 3 clusters Score -474400.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -474403.218750 Penalty: 2691.642334
	Iteration 42Q: 3 clusters Score -474403.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -474409.031250 Penalty: 2691.642334
	Iteration 43Q: 3 clusters Score -474409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -474414.593750 Penalty: 2691.642334
	Iteration 44Q: 3 clusters Score -474414.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -474418.500000 Penalty: 2691.642334
	Iteration 45Q: 3 clusters Score -474418.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -474423.437500 Penalty: 2691.642334
	Iteration 46Q: 3 clusters Score -474423.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -474430.343750 Penalty: 2691.642334
	Iteration 47Q: 3 clusters Score -474430.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -474439.625000 Penalty: 2691.642334
	Iteration 48Q: 3 clusters Score -474439.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -474450.468750 Penalty: 2691.642334
	Iteration 49Q: 3 clusters Score -474450.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -474457.687500 Penalty: 2691.642334
	Iteration 50Q: 3 clusters Score -474457.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -474462.687500 Penalty: 2691.642334
	Iteration 51Q: 3 clusters Score -474462.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -474464.406250 Penalty: 2691.642334
	Iteration 52Q: 3 clusters Score -474464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -474464.718750 Penalty: 2691.642334
	Iteration 53Q: 3 clusters Score -474464.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -474466.656250 Penalty: 2691.642334
	Iteration 54Q: 3 clusters Score -474466.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -474468.187500 Penalty: 2691.642334
	Iteration 55Q: 3 clusters Score -474468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -474468.625000 Penalty: 2691.642334
	Iteration 56Q: 3 clusters Score -474468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -474468.625000 Penalty: 2691.642334
	Iteration 57F: 3 clusters Score -474468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -269895.062500 Penalty: 1257.575073
	Iteration 0F: 2 clusters Score -269895.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -267633.968750 Penalty: 2515.150146
	Iteration 0F: 3 clusters Score -267634 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -268164.437500 Penalty: 2515.150146
	Iteration 1F: 3 clusters Score -268164.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -268280.375000 Penalty: 2515.150146
	Iteration 2F: 3 clusters Score -268280.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -268333.656250 Penalty: 2515.150146
	Iteration 3Q: 3 clusters Score -268333.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -268358.218750 Penalty: 2515.150146
	Iteration 4Q: 3 clusters Score -268358.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -268377.625000 Penalty: 2515.150146
	Iteration 5Q: 3 clusters Score -268377.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -268394.062500 Penalty: 2515.150146
	Iteration 6Q: 3 clusters Score -268394.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -268408.906250 Penalty: 2515.150146
	Iteration 7Q: 3 clusters Score -268408.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -268419.593750 Penalty: 2515.150146
	Iteration 8Q: 3 clusters Score -268419.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -268432.187500 Penalty: 2515.150146
	Iteration 9Q: 3 clusters Score -268432.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -268437.750000 Penalty: 2515.150146
	Iteration 10Q: 3 clusters Score -268437.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -268441.968750 Penalty: 2515.150146
	Iteration 11Q: 3 clusters Score -268442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -268444.843750 Penalty: 2515.150146
	Iteration 12Q: 3 clusters Score -268444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -268448.062500 Penalty: 2515.150146
	Iteration 13Q: 3 clusters Score -268448.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -268451.093750 Penalty: 2515.150146
	Iteration 14Q: 3 clusters Score -268451.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -268453.656250 Penalty: 2515.150146
	Iteration 15Q: 3 clusters Score -268453.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -268455.312500 Penalty: 2515.150146
	Iteration 16Q: 3 clusters Score -268455.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -268455.562500 Penalty: 2515.150146
	Iteration 17Q: 3 clusters Score -268455.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -268455.562500 Penalty: 2515.150146
	Iteration 18F: 3 clusters Score -268455.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -250763.140625 Penalty: 1253.562500
	Iteration 0F: 2 clusters Score -250763.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -248540.562500 Penalty: 2507.125000
	Iteration 0F: 3 clusters Score -248540.6 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249044.187500 Penalty: 2507.125000
	Iteration 1F: 3 clusters Score -249044.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -249233.890625 Penalty: 2507.125000
	Iteration 2F: 3 clusters Score -249233.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -249415.796875 Penalty: 2507.125000
	Iteration 3F: 3 clusters Score -249415.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -249596.875000 Penalty: 2507.125000
	Iteration 4F: 3 clusters Score -249596.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -249769.500000 Penalty: 2507.125000
	Iteration 5F: 3 clusters Score -249769.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -249931.265625 Penalty: 2507.125000
	Iteration 6Q: 3 clusters Score -249931.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -250102.281250 Penalty: 2507.125000
	Iteration 7Q: 3 clusters Score -250102.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -250243.859375 Penalty: 2507.125000
	Iteration 8F: 3 clusters Score -250243.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -250324.468750 Penalty: 2507.125000
	Iteration 9Q: 3 clusters Score -250324.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -250377.140625 Penalty: 2507.125000
	Iteration 10Q: 3 clusters Score -250377.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -250422.765625 Penalty: 2507.125000
	Iteration 11Q: 3 clusters Score -250422.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -250451.906250 Penalty: 2507.125000
	Iteration 12Q: 3 clusters Score -250451.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -250466.250000 Penalty: 2507.125000
	Iteration 13Q: 3 clusters Score -250466.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -250473.171875 Penalty: 2507.125000
	Iteration 14Q: 3 clusters Score -250473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -250475.109375 Penalty: 2507.125000
	Iteration 15Q: 3 clusters Score -250475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -250476.546875 Penalty: 2507.125000
	Iteration 16Q: 3 clusters Score -250476.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -250479.062500 Penalty: 2507.125000
	Iteration 17Q: 3 clusters Score -250479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -250479.343750 Penalty: 2507.125000
	Iteration 18Q: 3 clusters Score -250479.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -250479.953125 Penalty: 2507.125000
	Iteration 19Q: 3 clusters Score -250480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -250480.515625 Penalty: 2507.125000
	Iteration 20F: 3 clusters Score -250480.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -250481.390625 Penalty: 2507.125000
	Iteration 21Q: 3 clusters Score -250481.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -250481.890625 Penalty: 2507.125000
	Iteration 22Q: 3 clusters Score -250481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -250481.890625 Penalty: 2507.125000
	Iteration 23F: 3 clusters Score -250481.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -512863.031250 Penalty: 1352.270508
	Iteration 0F: 2 clusters Score -512863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -509461.343750 Penalty: 2704.541016
	Iteration 0F: 3 clusters Score -509461.3 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -510275.406250 Penalty: 2704.541016
	Iteration 1F: 3 clusters Score -510275.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -510433.562500 Penalty: 2704.541016
	Iteration 2F: 3 clusters Score -510433.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -510541.406250 Penalty: 2704.541016
	Iteration 3F: 3 clusters Score -510541.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -510612.406250 Penalty: 2704.541016
	Iteration 4Q: 3 clusters Score -510612.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -510666.906250 Penalty: 2704.541016
	Iteration 5Q: 3 clusters Score -510666.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -510719.218750 Penalty: 2704.541016
	Iteration 6Q: 3 clusters Score -510719.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -510757.000000 Penalty: 2704.541016
	Iteration 7Q: 3 clusters Score -510757 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -510788.812500 Penalty: 2704.541016
	Iteration 8Q: 3 clusters Score -510788.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -510818.875000 Penalty: 2704.541016
	Iteration 9Q: 3 clusters Score -510818.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -510841.218750 Penalty: 2704.541016
	Iteration 10Q: 3 clusters Score -510841.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -510860.500000 Penalty: 2704.541016
	Iteration 11Q: 3 clusters Score -510860.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -510878.031250 Penalty: 2704.541016
	Iteration 12Q: 3 clusters Score -510878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -510895.031250 Penalty: 2704.541016
	Iteration 13Q: 3 clusters Score -510895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -510906.593750 Penalty: 2704.541016
	Iteration 14Q: 3 clusters Score -510906.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -510917.500000 Penalty: 2704.541016
	Iteration 15Q: 3 clusters Score -510917.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -510930.000000 Penalty: 2704.541016
	Iteration 16Q: 3 clusters Score -510930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -510943.093750 Penalty: 2704.541016
	Iteration 17Q: 3 clusters Score -510943.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -510956.718750 Penalty: 2704.541016
	Iteration 18Q: 3 clusters Score -510956.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -510971.031250 Penalty: 2704.541016
	Iteration 19Q: 3 clusters Score -510971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -510984.843750 Penalty: 2704.541016
	Iteration 20F: 3 clusters Score -510984.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -511003.031250 Penalty: 2704.541016
	Iteration 21Q: 3 clusters Score -511003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -511028.968750 Penalty: 2704.541016
	Iteration 22Q: 3 clusters Score -511029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -511047.718750 Penalty: 2704.541016
	Iteration 23Q: 3 clusters Score -511047.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -511061.625000 Penalty: 2704.541016
	Iteration 24Q: 3 clusters Score -511061.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -511077.656250 Penalty: 2704.541016
	Iteration 25Q: 3 clusters Score -511077.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -511093.593750 Penalty: 2704.541016
	Iteration 26Q: 3 clusters Score -511093.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -511110.437500 Penalty: 2704.541016
	Iteration 27Q: 3 clusters Score -511110.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -511124.281250 Penalty: 2704.541016
	Iteration 28Q: 3 clusters Score -511124.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -511134.531250 Penalty: 2704.541016
	Iteration 29Q: 3 clusters Score -511134.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -511146.562500 Penalty: 2704.541016
	Iteration 30Q: 3 clusters Score -511146.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -511159.250000 Penalty: 2704.541016
	Iteration 31Q: 3 clusters Score -511159.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -511177.218750 Penalty: 2704.541016
	Iteration 32Q: 3 clusters Score -511177.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -511193.781250 Penalty: 2704.541016
	Iteration 33Q: 3 clusters Score -511193.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -511212.343750 Penalty: 2704.541016
	Iteration 34Q: 3 clusters Score -511212.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -511232.375000 Penalty: 2704.541016
	Iteration 35Q: 3 clusters Score -511232.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -511257.406250 Penalty: 2704.541016
	Iteration 36Q: 3 clusters Score -511257.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -511279.468750 Penalty: 2704.541016
	Iteration 37Q: 3 clusters Score -511279.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -511301.562500 Penalty: 2704.541016
	Iteration 38Q: 3 clusters Score -511301.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -511325.406250 Penalty: 2704.541016
	Iteration 39Q: 3 clusters Score -511325.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -511336.906250 Penalty: 2704.541016
	Iteration 40F: 3 clusters Score -511336.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -511346.843750 Penalty: 2704.541016
	Iteration 41Q: 3 clusters Score -511346.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -511353.281250 Penalty: 2704.541016
	Iteration 42Q: 3 clusters Score -511353.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -511359.500000 Penalty: 2704.541016
	Iteration 43Q: 3 clusters Score -511359.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -511366.000000 Penalty: 2704.541016
	Iteration 44Q: 3 clusters Score -511366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -511373.468750 Penalty: 2704.541016
	Iteration 45Q: 3 clusters Score -511373.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -511385.500000 Penalty: 2704.541016
	Iteration 46Q: 3 clusters Score -511385.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -511395.343750 Penalty: 2704.541016
	Iteration 47Q: 3 clusters Score -511395.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -511404.031250 Penalty: 2704.541016
	Iteration 48Q: 3 clusters Score -511404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -511411.187500 Penalty: 2704.541016
	Iteration 49Q: 3 clusters Score -511411.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -511419.281250 Penalty: 2704.541016
	Iteration 50Q: 3 clusters Score -511419.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -511422.937500 Penalty: 2704.541016
	Iteration 51Q: 3 clusters Score -511422.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -511425.500000 Penalty: 2704.541016
	Iteration 52Q: 3 clusters Score -511425.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -511428.718750 Penalty: 2704.541016
	Iteration 53Q: 3 clusters Score -511428.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -511432.062500 Penalty: 2704.541016
	Iteration 54Q: 3 clusters Score -511432.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -511435.218750 Penalty: 2704.541016
	Iteration 55Q: 3 clusters Score -511435.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -511437.218750 Penalty: 2704.541016
	Iteration 56Q: 3 clusters Score -511437.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -511439.906250 Penalty: 2704.541016
	Iteration 57Q: 3 clusters Score -511439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -511441.312500 Penalty: 2704.541016
	Iteration 58Q: 3 clusters Score -511441.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -511442.500000 Penalty: 2704.541016
	Iteration 59Q: 3 clusters Score -511442.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -511445.437500 Penalty: 2704.541016
	Iteration 60F: 3 clusters Score -511445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -511448.812500 Penalty: 2704.541016
	Iteration 61Q: 3 clusters Score -511448.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -511452.062500 Penalty: 2704.541016
	Iteration 62Q: 3 clusters Score -511452.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -511457.625000 Penalty: 2704.541016
	Iteration 63Q: 3 clusters Score -511457.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -511461.843750 Penalty: 2704.541016
	Iteration 64Q: 3 clusters Score -511461.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -511469.656250 Penalty: 2704.541016
	Iteration 65Q: 3 clusters Score -511469.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -511476.281250 Penalty: 2704.541016
	Iteration 66Q: 3 clusters Score -511476.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -511478.593750 Penalty: 2704.541016
	Iteration 67Q: 3 clusters Score -511478.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -511481.875000 Penalty: 2704.541016
	Iteration 68Q: 3 clusters Score -511481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -511482.718750 Penalty: 2704.541016
	Iteration 69Q: 3 clusters Score -511482.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -511483.000000 Penalty: 2704.541016
	Iteration 70Q: 3 clusters Score -511483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -511483.687500 Penalty: 2704.541016
	Iteration 71Q: 3 clusters Score -511483.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -511483.656250 Penalty: 2704.541016
	Iteration 72Q: 3 clusters Score -511483.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -511483.656250 Penalty: 2704.541016
	Iteration 73F: 3 clusters Score -511483.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -404017.875000 Penalty: 1315.881226
	Iteration 0F: 2 clusters Score -404017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -401122.687500 Penalty: 2631.762451
	Iteration 0F: 3 clusters Score -401122.7 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -401818.406250 Penalty: 2631.762451
	Iteration 1F: 3 clusters Score -401818.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -401992.593750 Penalty: 2631.762451
	Iteration 2F: 3 clusters Score -401992.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -402129.781250 Penalty: 2631.762451
	Iteration 3F: 3 clusters Score -402129.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -402229.937500 Penalty: 2631.762451
	Iteration 4F: 3 clusters Score -402229.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -402321.062500 Penalty: 2631.762451
	Iteration 5Q: 3 clusters Score -402321.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -402379.125000 Penalty: 2631.762451
	Iteration 6Q: 3 clusters Score -402379.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -402435.468750 Penalty: 2631.762451
	Iteration 7Q: 3 clusters Score -402435.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -402504.468750 Penalty: 2631.762451
	Iteration 8Q: 3 clusters Score -402504.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -402590.187500 Penalty: 2631.762451
	Iteration 9Q: 3 clusters Score -402590.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -402688.000000 Penalty: 2631.762451
	Iteration 10Q: 3 clusters Score -402688 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -402785.093750 Penalty: 2631.762451
	Iteration 11Q: 3 clusters Score -402785.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -402861.593750 Penalty: 2631.762451
	Iteration 12Q: 3 clusters Score -402861.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -402902.000000 Penalty: 2631.762451
	Iteration 13Q: 3 clusters Score -402902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -402926.593750 Penalty: 2631.762451
	Iteration 14Q: 3 clusters Score -402926.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -402950.500000 Penalty: 2631.762451
	Iteration 15Q: 3 clusters Score -402950.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -402965.250000 Penalty: 2631.762451
	Iteration 16Q: 3 clusters Score -402965.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -402977.062500 Penalty: 2631.762451
	Iteration 17Q: 3 clusters Score -402977.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -402987.562500 Penalty: 2631.762451
	Iteration 18Q: 3 clusters Score -402987.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -402996.531250 Penalty: 2631.762451
	Iteration 19Q: 3 clusters Score -402996.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -403007.187500 Penalty: 2631.762451
	Iteration 20F: 3 clusters Score -403007.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -403017.437500 Penalty: 2631.762451
	Iteration 21Q: 3 clusters Score -403017.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -403026.562500 Penalty: 2631.762451
	Iteration 22Q: 3 clusters Score -403026.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -403036.687500 Penalty: 2631.762451
	Iteration 23Q: 3 clusters Score -403036.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -403047.531250 Penalty: 2631.762451
	Iteration 24Q: 3 clusters Score -403047.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -403059.468750 Penalty: 2631.762451
	Iteration 25Q: 3 clusters Score -403059.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -403068.718750 Penalty: 2631.762451
	Iteration 26Q: 3 clusters Score -403068.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -403076.125000 Penalty: 2631.762451
	Iteration 27Q: 3 clusters Score -403076.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -403082.531250 Penalty: 2631.762451
	Iteration 28Q: 3 clusters Score -403082.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -403089.562500 Penalty: 2631.762451
	Iteration 29Q: 3 clusters Score -403089.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -403100.625000 Penalty: 2631.762451
	Iteration 30Q: 3 clusters Score -403100.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -403113.562500 Penalty: 2631.762451
	Iteration 31Q: 3 clusters Score -403113.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -403125.250000 Penalty: 2631.762451
	Iteration 32Q: 3 clusters Score -403125.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -403133.281250 Penalty: 2631.762451
	Iteration 33Q: 3 clusters Score -403133.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -403142.250000 Penalty: 2631.762451
	Iteration 34Q: 3 clusters Score -403142.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -403151.781250 Penalty: 2631.762451
	Iteration 35Q: 3 clusters Score -403151.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -403165.562500 Penalty: 2631.762451
	Iteration 36Q: 3 clusters Score -403165.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -403178.593750 Penalty: 2631.762451
	Iteration 37Q: 3 clusters Score -403178.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -403189.031250 Penalty: 2631.762451
	Iteration 38Q: 3 clusters Score -403189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -403198.843750 Penalty: 2631.762451
	Iteration 39Q: 3 clusters Score -403198.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -403214.562500 Penalty: 2631.762451
	Iteration 40F: 3 clusters Score -403214.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -403230.843750 Penalty: 2631.762451
	Iteration 41Q: 3 clusters Score -403230.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -403242.250000 Penalty: 2631.762451
	Iteration 42Q: 3 clusters Score -403242.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -403248.218750 Penalty: 2631.762451
	Iteration 43Q: 3 clusters Score -403248.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -403253.968750 Penalty: 2631.762451
	Iteration 44Q: 3 clusters Score -403254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -403259.125000 Penalty: 2631.762451
	Iteration 45Q: 3 clusters Score -403259.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -403262.562500 Penalty: 2631.762451
	Iteration 46Q: 3 clusters Score -403262.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -403264.593750 Penalty: 2631.762451
	Iteration 47Q: 3 clusters Score -403264.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -403267.687500 Penalty: 2631.762451
	Iteration 48Q: 3 clusters Score -403267.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -403273.781250 Penalty: 2631.762451
	Iteration 49Q: 3 clusters Score -403273.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -403279.093750 Penalty: 2631.762451
	Iteration 50Q: 3 clusters Score -403279.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -403283.625000 Penalty: 2631.762451
	Iteration 51Q: 3 clusters Score -403283.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -403285.531250 Penalty: 2631.762451
	Iteration 52Q: 3 clusters Score -403285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -403287.312500 Penalty: 2631.762451
	Iteration 53Q: 3 clusters Score -403287.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -403289.562500 Penalty: 2631.762451
	Iteration 54Q: 3 clusters Score -403289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -403290.312500 Penalty: 2631.762451
	Iteration 55Q: 3 clusters Score -403290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -403290.937500 Penalty: 2631.762451
	Iteration 56Q: 3 clusters Score -403290.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -403292.406250 Penalty: 2631.762451
	Iteration 57Q: 3 clusters Score -403292.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -403293.187500 Penalty: 2631.762451
	Iteration 58Q: 3 clusters Score -403293.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -403295.156250 Penalty: 2631.762451
	Iteration 59Q: 3 clusters Score -403295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -403295.906250 Penalty: 2631.762451
	Iteration 60F: 3 clusters Score -403295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -403297.281250 Penalty: 2631.762451
	Iteration 61Q: 3 clusters Score -403297.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -403299.281250 Penalty: 2631.762451
	Iteration 62Q: 3 clusters Score -403299.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -403301.156250 Penalty: 2631.762451
	Iteration 63Q: 3 clusters Score -403301.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -403303.343750 Penalty: 2631.762451
	Iteration 64Q: 3 clusters Score -403303.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -403306.437500 Penalty: 2631.762451
	Iteration 65Q: 3 clusters Score -403306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -403307.906250 Penalty: 2631.762451
	Iteration 66Q: 3 clusters Score -403307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -403308.093750 Penalty: 2631.762451
	Iteration 67Q: 3 clusters Score -403308.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -403309.062500 Penalty: 2631.762451
	Iteration 68Q: 3 clusters Score -403309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -403309.437500 Penalty: 2631.762451
	Iteration 69Q: 3 clusters Score -403309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -403312.468750 Penalty: 2631.762451
	Iteration 70Q: 3 clusters Score -403312.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -403314.531250 Penalty: 2631.762451
	Iteration 71Q: 3 clusters Score -403314.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -403314.062500 Penalty: 2631.762451
	Iteration 72Q: 3 clusters Score -403314.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -403314.062500 Penalty: 2631.762451
	Iteration 73F: 3 clusters Score -403314.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Entering Unmasked Estep 
Score: -2129301.750000 Penalty: 1590.288696
	Iteration 0F: 2 clusters Score -2129302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2117100.250000 Penalty: 3180.577393
	Iteration 0F: 3 clusters Score -2117100 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2121458.750000 Penalty: 3180.577393
	Iteration 1F: 3 clusters Score -2121459 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2121786.250000 Penalty: 3180.577393
	Iteration 2Q: 3 clusters Score -2121786 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2122131.500000 Penalty: 3180.577393
	Iteration 3Q: 3 clusters Score -2122132 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2122542.250000 Penalty: 3180.577393
	Iteration 4Q: 3 clusters Score -2122542 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2123173.250000 Penalty: 3180.577393
	Iteration 5F: 3 clusters Score -2123173 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2124002.750000 Penalty: 3180.577393
	Iteration 6F: 3 clusters Score -2124003 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2124978.000000 Penalty: 3180.577393
	Iteration 7F: 3 clusters Score -2124978 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2125873.250000 Penalty: 3180.577393
	Iteration 8F: 3 clusters Score -2125873 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2126587.750000 Penalty: 3180.577393
	Iteration 9F: 3 clusters Score -2126588 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2127104.250000 Penalty: 3180.577393
	Iteration 10Q: 3 clusters Score -2127104 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2127431.750000 Penalty: 3180.577393
	Iteration 11Q: 3 clusters Score -2127432 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2127622.250000 Penalty: 3180.577393
	Iteration 12Q: 3 clusters Score -2127622 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2127746.750000 Penalty: 3180.577393
	Iteration 13Q: 3 clusters Score -2127747 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2127856.500000 Penalty: 3180.577393
	Iteration 14Q: 3 clusters Score -2127856 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2127940.000000 Penalty: 3180.577393
	Iteration 15Q: 3 clusters Score -2127940 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2128013.250000 Penalty: 3180.577393
	Iteration 16Q: 3 clusters Score -2128013 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2128063.250000 Penalty: 3180.577393
	Iteration 17Q: 3 clusters Score -2128063 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2128111.500000 Penalty: 3180.577393
	Iteration 18Q: 3 clusters Score -2128112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2128146.250000 Penalty: 3180.577393
	Iteration 19Q: 3 clusters Score -2128146 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2128181.500000 Penalty: 3180.577393
	Iteration 20F: 3 clusters Score -2128182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2128201.000000 Penalty: 3180.577393
	Iteration 21Q: 3 clusters Score -2128201 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2128216.750000 Penalty: 3180.577393
	Iteration 22Q: 3 clusters Score -2128217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2128232.000000 Penalty: 3180.577393
	Iteration 23Q: 3 clusters Score -2128232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2128240.000000 Penalty: 3180.577393
	Iteration 24Q: 3 clusters Score -2128240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2128252.500000 Penalty: 3180.577393
	Iteration 25Q: 3 clusters Score -2128252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2128261.000000 Penalty: 3180.577393
	Iteration 26Q: 3 clusters Score -2128261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2128273.250000 Penalty: 3180.577393
	Iteration 27Q: 3 clusters Score -2128273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2128271.250000 Penalty: 3180.577393
	Iteration 28Q: 3 clusters Score -2128271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2128274.500000 Penalty: 3180.577393
	Iteration 29Q: 3 clusters Score -2128274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2128284.500000 Penalty: 3180.577393
	Iteration 30Q: 3 clusters Score -2128284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2128292.750000 Penalty: 3180.577393
	Iteration 31Q: 3 clusters Score -2128293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2128300.500000 Penalty: 3180.577393
	Iteration 32Q: 3 clusters Score -2128300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2128304.500000 Penalty: 3180.577393
	Iteration 33Q: 3 clusters Score -2128304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2128307.000000 Penalty: 3180.577393
	Iteration 34Q: 3 clusters Score -2128307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2128306.500000 Penalty: 3180.577393
	Iteration 35Q: 3 clusters Score -2128306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2128301.750000 Penalty: 3180.577393
	Iteration 36Q: 3 clusters Score -2128302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2128300.250000 Penalty: 3180.577393
	Iteration 37Q: 3 clusters Score -2128300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2128300.250000 Penalty: 3180.577393
	Iteration 38F: 3 clusters Score -2128300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77720 members 
Entering Unmasked Estep 
Score: -9675344.000000 Penalty: 1829.891113
	Iteration 0F: 2 clusters Score -9675344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -9627061.000000 Penalty: 3659.782227
	Iteration 0F: 3 clusters Score -9627061 nChanged 36961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -9648283.000000 Penalty: 3659.782227
	Iteration 1F: 3 clusters Score -9648283 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -9648958.000000 Penalty: 3659.782227
	Iteration 2Q: 3 clusters Score -9648958 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -9649871.000000 Penalty: 3659.782227
	Iteration 3Q: 3 clusters Score -9649871 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -9650836.000000 Penalty: 3659.782227
	Iteration 4Q: 3 clusters Score -9650836 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -9652030.000000 Penalty: 3659.782227
	Iteration 5Q: 3 clusters Score -9652030 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -9653447.000000 Penalty: 3659.782227
	Iteration 6Q: 3 clusters Score -9653447 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -9655190.000000 Penalty: 3659.782227
	Iteration 7F: 3 clusters Score -9655190 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -9657181.000000 Penalty: 3659.782227
	Iteration 8F: 3 clusters Score -9657181 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 57808 members 
Entering Unmasked Estep 
Score: -9659672.000000 Penalty: 3659.782227
	Iteration 9F: 3 clusters Score -9659672 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
Score: -9662166.000000 Penalty: 3659.782227
	Iteration 10F: 3 clusters Score -9662166 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -9664870.000000 Penalty: 3659.782227
	Iteration 11F: 3 clusters Score -9664870 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 70815 members 
Entering Unmasked Estep 
Score: -9667407.000000 Penalty: 3659.782227
	Iteration 12Q: 3 clusters Score -9667407 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -9669716.000000 Penalty: 3659.782227
	Iteration 13Q: 3 clusters Score -9669716 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -9671414.000000 Penalty: 3659.782227
	Iteration 14Q: 3 clusters Score -9671414 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -9672696.000000 Penalty: 3659.782227
	Iteration 15Q: 3 clusters Score -9672696 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -9673326.000000 Penalty: 3659.782227
	Iteration 16Q: 3 clusters Score -9673326 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -9673548.000000 Penalty: 3659.782227
	Iteration 17Q: 3 clusters Score -9673548 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 77501 members 
Entering Unmasked Estep 
Score: -9673659.000000 Penalty: 3659.782227
	Iteration 18Q: 3 clusters Score -9673659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -9673712.000000 Penalty: 3659.782227
	Iteration 19Q: 3 clusters Score -9673712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 77540 members 
Entering Unmasked Estep 
Score: -9673770.000000 Penalty: 3659.782227
	Iteration 20F: 3 clusters Score -9673770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -9673784.000000 Penalty: 3659.782227
	Iteration 21Q: 3 clusters Score -9673784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 77539 members 
Entering Unmasked Estep 
Score: -9673796.000000 Penalty: 3659.782227
	Iteration 22Q: 3 clusters Score -9673796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -9673800.000000 Penalty: 3659.782227
	Iteration 23Q: 3 clusters Score -9673800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 77540 members 
Entering Unmasked Estep 
Score: -9673801.000000 Penalty: 3659.782227
	Iteration 24Q: 3 clusters Score -9673801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 77540 members 
Entering Unmasked Estep 
Score: -9673801.000000 Penalty: 3659.782227
	Iteration 25F: 3 clusters Score -9673801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18541.357422 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -18541.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17853.580078 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -17853.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17940.203125 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -17940.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -17955.445312 Penalty: 1708.686035
	Iteration 2Q: 3 clusters Score -17955.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -17962.046875 Penalty: 1708.686035
	Iteration 3Q: 3 clusters Score -17962.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -17968.812500 Penalty: 1708.686035
	Iteration 4Q: 3 clusters Score -17968.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -17999.810547 Penalty: 1708.686035
	Iteration 5Q: 3 clusters Score -17999.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -18007.414062 Penalty: 1708.686035
	Iteration 6Q: 3 clusters Score -18007.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -18011.570312 Penalty: 1708.686035
	Iteration 7Q: 3 clusters Score -18011.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -18014.753906 Penalty: 1708.686035
	Iteration 8Q: 3 clusters Score -18014.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -18014.753906 Penalty: 1708.686035
	Iteration 9F: 3 clusters Score -18014.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Entering Unmasked Estep 
Score: -2554483.250000 Penalty: 1613.835815
	Iteration 0F: 2 clusters Score -2554483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2540476.750000 Penalty: 3227.671631
	Iteration 0F: 3 clusters Score -2540477 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2545734.250000 Penalty: 3227.671631
	Iteration 1F: 3 clusters Score -2545734 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2546355.250000 Penalty: 3227.671631
	Iteration 2F: 3 clusters Score -2546355 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2547140.500000 Penalty: 3227.671631
	Iteration 3F: 3 clusters Score -2547140 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2548097.750000 Penalty: 3227.671631
	Iteration 4F: 3 clusters Score -2548098 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2549278.500000 Penalty: 3227.671631
	Iteration 5F: 3 clusters Score -2549278 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2550609.250000 Penalty: 3227.671631
	Iteration 6F: 3 clusters Score -2550609 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2551650.250000 Penalty: 3227.671631
	Iteration 7F: 3 clusters Score -2551650 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2552235.000000 Penalty: 3227.671631
	Iteration 8Q: 3 clusters Score -2552235 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2552561.000000 Penalty: 3227.671631
	Iteration 9Q: 3 clusters Score -2552561 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2552762.000000 Penalty: 3227.671631
	Iteration 10Q: 3 clusters Score -2552762 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2552878.250000 Penalty: 3227.671631
	Iteration 11Q: 3 clusters Score -2552878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2552954.750000 Penalty: 3227.671631
	Iteration 12Q: 3 clusters Score -2552955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2553005.250000 Penalty: 3227.671631
	Iteration 13Q: 3 clusters Score -2553005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2553038.000000 Penalty: 3227.671631
	Iteration 14Q: 3 clusters Score -2553038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2553068.000000 Penalty: 3227.671631
	Iteration 15Q: 3 clusters Score -2553068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2553083.000000 Penalty: 3227.671631
	Iteration 16Q: 3 clusters Score -2553083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2553097.500000 Penalty: 3227.671631
	Iteration 17Q: 3 clusters Score -2553098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2553110.500000 Penalty: 3227.671631
	Iteration 18Q: 3 clusters Score -2553110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2553110.000000 Penalty: 3227.671631
	Iteration 19Q: 3 clusters Score -2553110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2553114.500000 Penalty: 3227.671631
	Iteration 20F: 3 clusters Score -2553114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2553115.500000 Penalty: 3227.671631
	Iteration 21Q: 3 clusters Score -2553116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2553119.000000 Penalty: 3227.671631
	Iteration 22Q: 3 clusters Score -2553119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2553120.250000 Penalty: 3227.671631
	Iteration 23Q: 3 clusters Score -2553120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2553120.250000 Penalty: 3227.671631
	Iteration 24F: 3 clusters Score -2553120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -243273.281250 Penalty: 1231.614746
	Iteration 0F: 2 clusters Score -243273.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -241189.062500 Penalty: 2463.229492
	Iteration 0F: 3 clusters Score -241189.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -241667.500000 Penalty: 2463.229492
	Iteration 1F: 3 clusters Score -241667.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -241784.562500 Penalty: 2463.229492
	Iteration 2F: 3 clusters Score -241784.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -241828.781250 Penalty: 2463.229492
	Iteration 3Q: 3 clusters Score -241828.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -241854.359375 Penalty: 2463.229492
	Iteration 4Q: 3 clusters Score -241854.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -241866.187500 Penalty: 2463.229492
	Iteration 5Q: 3 clusters Score -241866.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -241875.062500 Penalty: 2463.229492
	Iteration 6Q: 3 clusters Score -241875.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -241883.031250 Penalty: 2463.229492
	Iteration 7Q: 3 clusters Score -241883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -241889.328125 Penalty: 2463.229492
	Iteration 8Q: 3 clusters Score -241889.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -241892.921875 Penalty: 2463.229492
	Iteration 9Q: 3 clusters Score -241892.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -241895.546875 Penalty: 2463.229492
	Iteration 10Q: 3 clusters Score -241895.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -241897.156250 Penalty: 2463.229492
	Iteration 11Q: 3 clusters Score -241897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -241900.390625 Penalty: 2463.229492
	Iteration 12Q: 3 clusters Score -241900.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -241906.234375 Penalty: 2463.229492
	Iteration 13Q: 3 clusters Score -241906.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -241912.390625 Penalty: 2463.229492
	Iteration 14Q: 3 clusters Score -241912.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -241918.718750 Penalty: 2463.229492
	Iteration 15Q: 3 clusters Score -241918.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -241924.468750 Penalty: 2463.229492
	Iteration 16Q: 3 clusters Score -241924.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -241931.625000 Penalty: 2463.229492
	Iteration 17Q: 3 clusters Score -241931.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -241937.234375 Penalty: 2463.229492
	Iteration 18Q: 3 clusters Score -241937.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -241941.218750 Penalty: 2463.229492
	Iteration 19Q: 3 clusters Score -241941.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -241943.687500 Penalty: 2463.229492
	Iteration 20F: 3 clusters Score -241943.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -241944.968750 Penalty: 2463.229492
	Iteration 21Q: 3 clusters Score -241945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -241945.093750 Penalty: 2463.229492
	Iteration 22Q: 3 clusters Score -241945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -241945.187500 Penalty: 2463.229492
	Iteration 23Q: 3 clusters Score -241945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -241945.187500 Penalty: 2463.229492
	Iteration 24F: 3 clusters Score -241945.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63389 members 
Entering Unmasked Estep 
Score: -7861000.000000 Penalty: 1796.770020
	Iteration 0F: 2 clusters Score -7861000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -7819546.000000 Penalty: 3593.540039
	Iteration 0F: 3 clusters Score -7819546 nChanged 30027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -7836563.500000 Penalty: 3593.540039
	Iteration 1F: 3 clusters Score -7836564 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -7836887.500000 Penalty: 3593.540039
	Iteration 2Q: 3 clusters Score -7836888 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -7837273.500000 Penalty: 3593.540039
	Iteration 3Q: 3 clusters Score -7837274 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -7837753.500000 Penalty: 3593.540039
	Iteration 4Q: 3 clusters Score -7837754 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -7838374.500000 Penalty: 3593.540039
	Iteration 5Q: 3 clusters Score -7838374 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -7839478.500000 Penalty: 3593.540039
	Iteration 6Q: 3 clusters Score -7839478 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -7841572.500000 Penalty: 3593.540039
	Iteration 7F: 3 clusters Score -7841572 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -7845141.000000 Penalty: 3593.540039
	Iteration 8F: 3 clusters Score -7845141 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -7850466.500000 Penalty: 3593.540039
	Iteration 9F: 3 clusters Score -7850466 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -7855568.500000 Penalty: 3593.540039
	Iteration 10F: 3 clusters Score -7855568 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7858197.500000 Penalty: 3593.540039
	Iteration 11Q: 3 clusters Score -7858198 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7859089.000000 Penalty: 3593.540039
	Iteration 12Q: 3 clusters Score -7859089 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7859322.500000 Penalty: 3593.540039
	Iteration 13Q: 3 clusters Score -7859322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7859387.500000 Penalty: 3593.540039
	Iteration 14Q: 3 clusters Score -7859388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7859432.000000 Penalty: 3593.540039
	Iteration 15Q: 3 clusters Score -7859432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7859475.000000 Penalty: 3593.540039
	Iteration 16Q: 3 clusters Score -7859475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7859499.000000 Penalty: 3593.540039
	Iteration 17Q: 3 clusters Score -7859499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7859523.000000 Penalty: 3593.540039
	Iteration 18Q: 3 clusters Score -7859523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7859527.000000 Penalty: 3593.540039
	Iteration 19Q: 3 clusters Score -7859527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7859534.000000 Penalty: 3593.540039
	Iteration 20F: 3 clusters Score -7859534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7859532.500000 Penalty: 3593.540039
	Iteration 21Q: 3 clusters Score -7859532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7859532.500000 Penalty: 3593.540039
	Iteration 22F: 3 clusters Score -7859532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -147142.062500 Penalty: 1150.914185
	Iteration 0F: 2 clusters Score -147142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -145581.656250 Penalty: 2301.828369
	Iteration 0F: 3 clusters Score -145581.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -145852.656250 Penalty: 2301.828369
	Iteration 1F: 3 clusters Score -145852.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145916.312500 Penalty: 2301.828369
	Iteration 2F: 3 clusters Score -145916.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -145942.484375 Penalty: 2301.828369
	Iteration 3Q: 3 clusters Score -145942.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -145958.000000 Penalty: 2301.828369
	Iteration 4Q: 3 clusters Score -145958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -145966.187500 Penalty: 2301.828369
	Iteration 5Q: 3 clusters Score -145966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -145971.031250 Penalty: 2301.828369
	Iteration 6Q: 3 clusters Score -145971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -145974.453125 Penalty: 2301.828369
	Iteration 7Q: 3 clusters Score -145974.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -145978.218750 Penalty: 2301.828369
	Iteration 8Q: 3 clusters Score -145978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -145981.265625 Penalty: 2301.828369
	Iteration 9Q: 3 clusters Score -145981.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -145983.187500 Penalty: 2301.828369
	Iteration 10Q: 3 clusters Score -145983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -145984.843750 Penalty: 2301.828369
	Iteration 11Q: 3 clusters Score -145984.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -145987.140625 Penalty: 2301.828369
	Iteration 12Q: 3 clusters Score -145987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -145988.656250 Penalty: 2301.828369
	Iteration 13Q: 3 clusters Score -145988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -145991.937500 Penalty: 2301.828369
	Iteration 14Q: 3 clusters Score -145991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -145998.406250 Penalty: 2301.828369
	Iteration 15Q: 3 clusters Score -145998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -146000.031250 Penalty: 2301.828369
	Iteration 16Q: 3 clusters Score -146000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -146000.531250 Penalty: 2301.828369
	Iteration 17Q: 3 clusters Score -146000.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -146001.234375 Penalty: 2301.828369
	Iteration 18Q: 3 clusters Score -146001.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -146002.640625 Penalty: 2301.828369
	Iteration 19Q: 3 clusters Score -146002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -146002.781250 Penalty: 2301.828369
	Iteration 20F: 3 clusters Score -146002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -146003.609375 Penalty: 2301.828369
	Iteration 21Q: 3 clusters Score -146003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -146004.312500 Penalty: 2301.828369
	Iteration 22Q: 3 clusters Score -146004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -146004.312500 Penalty: 2301.828369
	Iteration 23F: 3 clusters Score -146004.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Entering Unmasked Estep 
Score: -382779.906250 Penalty: 1309.940430
	Iteration 0F: 2 clusters Score -382779.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -379933.750000 Penalty: 2619.880859
	Iteration 0F: 3 clusters Score -379933.8 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -380661.750000 Penalty: 2619.880859
	Iteration 1F: 3 clusters Score -380661.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -380799.031250 Penalty: 2619.880859
	Iteration 2F: 3 clusters Score -380799 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -380879.687500 Penalty: 2619.880859
	Iteration 3Q: 3 clusters Score -380879.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -380937.250000 Penalty: 2619.880859
	Iteration 4Q: 3 clusters Score -380937.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -380978.750000 Penalty: 2619.880859
	Iteration 5Q: 3 clusters Score -380978.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -381009.250000 Penalty: 2619.880859
	Iteration 6Q: 3 clusters Score -381009.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -381034.968750 Penalty: 2619.880859
	Iteration 7Q: 3 clusters Score -381035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -381052.843750 Penalty: 2619.880859
	Iteration 8Q: 3 clusters Score -381052.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -381071.437500 Penalty: 2619.880859
	Iteration 9Q: 3 clusters Score -381071.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -381087.593750 Penalty: 2619.880859
	Iteration 10Q: 3 clusters Score -381087.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -381102.500000 Penalty: 2619.880859
	Iteration 11Q: 3 clusters Score -381102.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -381118.593750 Penalty: 2619.880859
	Iteration 12Q: 3 clusters Score -381118.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -381133.625000 Penalty: 2619.880859
	Iteration 13Q: 3 clusters Score -381133.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -381148.750000 Penalty: 2619.880859
	Iteration 14Q: 3 clusters Score -381148.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -381166.062500 Penalty: 2619.880859
	Iteration 15Q: 3 clusters Score -381166.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -381182.625000 Penalty: 2619.880859
	Iteration 16Q: 3 clusters Score -381182.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -381201.156250 Penalty: 2619.880859
	Iteration 17Q: 3 clusters Score -381201.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -381218.781250 Penalty: 2619.880859
	Iteration 18Q: 3 clusters Score -381218.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -381240.812500 Penalty: 2619.880859
	Iteration 19Q: 3 clusters Score -381240.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -381256.968750 Penalty: 2619.880859
	Iteration 20F: 3 clusters Score -381257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -381274.093750 Penalty: 2619.880859
	Iteration 21Q: 3 clusters Score -381274.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -381292.562500 Penalty: 2619.880859
	Iteration 22Q: 3 clusters Score -381292.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -381312.062500 Penalty: 2619.880859
	Iteration 23Q: 3 clusters Score -381312.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -381329.875000 Penalty: 2619.880859
	Iteration 24Q: 3 clusters Score -381329.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -381353.375000 Penalty: 2619.880859
	Iteration 25Q: 3 clusters Score -381353.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -381378.125000 Penalty: 2619.880859
	Iteration 26Q: 3 clusters Score -381378.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -381393.187500 Penalty: 2619.880859
	Iteration 27Q: 3 clusters Score -381393.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -381402.906250 Penalty: 2619.880859
	Iteration 28Q: 3 clusters Score -381402.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -381415.500000 Penalty: 2619.880859
	Iteration 29Q: 3 clusters Score -381415.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -381426.968750 Penalty: 2619.880859
	Iteration 30Q: 3 clusters Score -381427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -381444.656250 Penalty: 2619.880859
	Iteration 31Q: 3 clusters Score -381444.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -381462.718750 Penalty: 2619.880859
	Iteration 32Q: 3 clusters Score -381462.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -381479.718750 Penalty: 2619.880859
	Iteration 33Q: 3 clusters Score -381479.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -381490.218750 Penalty: 2619.880859
	Iteration 34Q: 3 clusters Score -381490.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -381500.562500 Penalty: 2619.880859
	Iteration 35Q: 3 clusters Score -381500.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -381514.062500 Penalty: 2619.880859
	Iteration 36Q: 3 clusters Score -381514.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -381523.437500 Penalty: 2619.880859
	Iteration 37Q: 3 clusters Score -381523.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -381529.031250 Penalty: 2619.880859
	Iteration 38Q: 3 clusters Score -381529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -381534.750000 Penalty: 2619.880859
	Iteration 39Q: 3 clusters Score -381534.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -381538.468750 Penalty: 2619.880859
	Iteration 40F: 3 clusters Score -381538.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -381539.968750 Penalty: 2619.880859
	Iteration 41Q: 3 clusters Score -381540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -381540.281250 Penalty: 2619.880859
	Iteration 42Q: 3 clusters Score -381540.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -381540.656250 Penalty: 2619.880859
	Iteration 43Q: 3 clusters Score -381540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -381540.906250 Penalty: 2619.880859
	Iteration 44Q: 3 clusters Score -381540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -381541.781250 Penalty: 2619.880859
	Iteration 45Q: 3 clusters Score -381541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -381541.781250 Penalty: 2619.880859
	Iteration 46F: 3 clusters Score -381541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Entering Unmasked Estep 
Score: -688692.312500 Penalty: 1409.640259
	Iteration 0F: 2 clusters Score -688692.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -684118.187500 Penalty: 2819.280518
	Iteration 0F: 3 clusters Score -684118.2 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -685531.312500 Penalty: 2819.280518
	Iteration 1F: 3 clusters Score -685531.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -685745.250000 Penalty: 2819.280518
	Iteration 2F: 3 clusters Score -685745.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -685954.937500 Penalty: 2819.280518
	Iteration 3F: 3 clusters Score -685954.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -686131.375000 Penalty: 2819.280518
	Iteration 4Q: 3 clusters Score -686131.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -686297.875000 Penalty: 2819.280518
	Iteration 5Q: 3 clusters Score -686297.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -686421.437500 Penalty: 2819.280518
	Iteration 6Q: 3 clusters Score -686421.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -686508.562500 Penalty: 2819.280518
	Iteration 7Q: 3 clusters Score -686508.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -686585.812500 Penalty: 2819.280518
	Iteration 8Q: 3 clusters Score -686585.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -686667.937500 Penalty: 2819.280518
	Iteration 9Q: 3 clusters Score -686667.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -686765.562500 Penalty: 2819.280518
	Iteration 10Q: 3 clusters Score -686765.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -686870.875000 Penalty: 2819.280518
	Iteration 11Q: 3 clusters Score -686870.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -686966.312500 Penalty: 2819.280518
	Iteration 12Q: 3 clusters Score -686966.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -687055.250000 Penalty: 2819.280518
	Iteration 13Q: 3 clusters Score -687055.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -687113.562500 Penalty: 2819.280518
	Iteration 14Q: 3 clusters Score -687113.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -687162.500000 Penalty: 2819.280518
	Iteration 15Q: 3 clusters Score -687162.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -687213.750000 Penalty: 2819.280518
	Iteration 16Q: 3 clusters Score -687213.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -687249.500000 Penalty: 2819.280518
	Iteration 17Q: 3 clusters Score -687249.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -687281.312500 Penalty: 2819.280518
	Iteration 18Q: 3 clusters Score -687281.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -687315.687500 Penalty: 2819.280518
	Iteration 19Q: 3 clusters Score -687315.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -687354.375000 Penalty: 2819.280518
	Iteration 20F: 3 clusters Score -687354.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -687385.437500 Penalty: 2819.280518
	Iteration 21Q: 3 clusters Score -687385.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -687417.375000 Penalty: 2819.280518
	Iteration 22Q: 3 clusters Score -687417.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -687457.312500 Penalty: 2819.280518
	Iteration 23Q: 3 clusters Score -687457.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -687506.625000 Penalty: 2819.280518
	Iteration 24Q: 3 clusters Score -687506.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -687540.437500 Penalty: 2819.280518
	Iteration 25Q: 3 clusters Score -687540.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -687575.062500 Penalty: 2819.280518
	Iteration 26Q: 3 clusters Score -687575.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -687607.375000 Penalty: 2819.280518
	Iteration 27Q: 3 clusters Score -687607.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -687648.500000 Penalty: 2819.280518
	Iteration 28Q: 3 clusters Score -687648.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -687689.250000 Penalty: 2819.280518
	Iteration 29Q: 3 clusters Score -687689.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -687734.875000 Penalty: 2819.280518
	Iteration 30Q: 3 clusters Score -687734.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -687767.312500 Penalty: 2819.280518
	Iteration 31Q: 3 clusters Score -687767.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -687790.125000 Penalty: 2819.280518
	Iteration 32Q: 3 clusters Score -687790.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -687800.187500 Penalty: 2819.280518
	Iteration 33Q: 3 clusters Score -687800.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -687804.562500 Penalty: 2819.280518
	Iteration 34Q: 3 clusters Score -687804.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -687809.750000 Penalty: 2819.280518
	Iteration 35Q: 3 clusters Score -687809.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -687811.500000 Penalty: 2819.280518
	Iteration 36Q: 3 clusters Score -687811.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -687814.375000 Penalty: 2819.280518
	Iteration 37Q: 3 clusters Score -687814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -687819.000000 Penalty: 2819.280518
	Iteration 38Q: 3 clusters Score -687819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -687819.500000 Penalty: 2819.280518
	Iteration 39Q: 3 clusters Score -687819.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -687819.875000 Penalty: 2819.280518
	Iteration 40F: 3 clusters Score -687819.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Entering Unmasked Estep 
Score: -5700513.000000 Penalty: 1741.561646
	Iteration 0F: 2 clusters Score -5700513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -5670372.000000 Penalty: 3483.123291
	Iteration 0F: 3 clusters Score -5670372 nChanged 21040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -5682152.000000 Penalty: 3483.123291
	Iteration 1F: 3 clusters Score -5682152 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -5682496.000000 Penalty: 3483.123291
	Iteration 2Q: 3 clusters Score -5682496 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -5682818.000000 Penalty: 3483.123291
	Iteration 3Q: 3 clusters Score -5682818 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -5683077.500000 Penalty: 3483.123291
	Iteration 4Q: 3 clusters Score -5683078 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -5683417.500000 Penalty: 3483.123291
	Iteration 5Q: 3 clusters Score -5683418 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -5683801.500000 Penalty: 3483.123291
	Iteration 6Q: 3 clusters Score -5683802 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -5684353.000000 Penalty: 3483.123291
	Iteration 7Q: 3 clusters Score -5684353 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -5685308.000000 Penalty: 3483.123291
	Iteration 8Q: 3 clusters Score -5685308 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -5686846.000000 Penalty: 3483.123291
	Iteration 9F: 3 clusters Score -5686846 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -5689290.000000 Penalty: 3483.123291
	Iteration 10F: 3 clusters Score -5689290 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -5692387.500000 Penalty: 3483.123291
	Iteration 11F: 3 clusters Score -5692388 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -5695318.500000 Penalty: 3483.123291
	Iteration 12F: 3 clusters Score -5695318 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5697335.000000 Penalty: 3483.123291
	Iteration 13Q: 3 clusters Score -5697335 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5698330.000000 Penalty: 3483.123291
	Iteration 14Q: 3 clusters Score -5698330 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5698707.500000 Penalty: 3483.123291
	Iteration 15Q: 3 clusters Score -5698708 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5698845.000000 Penalty: 3483.123291
	Iteration 16Q: 3 clusters Score -5698845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5698916.000000 Penalty: 3483.123291
	Iteration 17Q: 3 clusters Score -5698916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5698953.500000 Penalty: 3483.123291
	Iteration 18Q: 3 clusters Score -5698954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5698966.500000 Penalty: 3483.123291
	Iteration 19Q: 3 clusters Score -5698966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5698971.000000 Penalty: 3483.123291
	Iteration 20F: 3 clusters Score -5698971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5698977.000000 Penalty: 3483.123291
	Iteration 21Q: 3 clusters Score -5698977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5698981.000000 Penalty: 3483.123291
	Iteration 22Q: 3 clusters Score -5698981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5698981.000000 Penalty: 3483.123291
	Iteration 23F: 3 clusters Score -5698981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Entering Unmasked Estep 
Score: -1717812.000000 Penalty: 1545.711914
	Iteration 0F: 2 clusters Score -1717812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1708307.875000 Penalty: 3091.423828
	Iteration 0F: 3 clusters Score -1708308 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1711538.250000 Penalty: 3091.423828
	Iteration 1F: 3 clusters Score -1711538 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1711780.000000 Penalty: 3091.423828
	Iteration 2F: 3 clusters Score -1711780 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1711988.500000 Penalty: 3091.423828
	Iteration 3Q: 3 clusters Score -1711988 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1712163.250000 Penalty: 3091.423828
	Iteration 4Q: 3 clusters Score -1712163 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1712357.250000 Penalty: 3091.423828
	Iteration 5Q: 3 clusters Score -1712357 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1712624.500000 Penalty: 3091.423828
	Iteration 6Q: 3 clusters Score -1712624 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1712940.625000 Penalty: 3091.423828
	Iteration 7Q: 3 clusters Score -1712941 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1713314.625000 Penalty: 3091.423828
	Iteration 8Q: 3 clusters Score -1713315 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1713766.250000 Penalty: 3091.423828
	Iteration 9F: 3 clusters Score -1713766 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1714283.000000 Penalty: 3091.423828
	Iteration 10F: 3 clusters Score -1714283 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1714836.750000 Penalty: 3091.423828
	Iteration 11Q: 3 clusters Score -1714837 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1715390.375000 Penalty: 3091.423828
	Iteration 12Q: 3 clusters Score -1715390 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1715806.500000 Penalty: 3091.423828
	Iteration 13Q: 3 clusters Score -1715806 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1716062.500000 Penalty: 3091.423828
	Iteration 14Q: 3 clusters Score -1716062 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1716222.000000 Penalty: 3091.423828
	Iteration 15Q: 3 clusters Score -1716222 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1716312.125000 Penalty: 3091.423828
	Iteration 16Q: 3 clusters Score -1716312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1716363.500000 Penalty: 3091.423828
	Iteration 17Q: 3 clusters Score -1716364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1716389.875000 Penalty: 3091.423828
	Iteration 18Q: 3 clusters Score -1716390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1716402.875000 Penalty: 3091.423828
	Iteration 19Q: 3 clusters Score -1716403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1716426.250000 Penalty: 3091.423828
	Iteration 20F: 3 clusters Score -1716426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1716441.875000 Penalty: 3091.423828
	Iteration 21Q: 3 clusters Score -1716442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1716444.750000 Penalty: 3091.423828
	Iteration 22Q: 3 clusters Score -1716445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1716449.375000 Penalty: 3091.423828
	Iteration 23Q: 3 clusters Score -1716449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1716453.875000 Penalty: 3091.423828
	Iteration 24Q: 3 clusters Score -1716454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1716457.000000 Penalty: 3091.423828
	Iteration 25Q: 3 clusters Score -1716457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1716458.375000 Penalty: 3091.423828
	Iteration 26Q: 3 clusters Score -1716458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1716462.500000 Penalty: 3091.423828
	Iteration 27Q: 3 clusters Score -1716462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1716464.375000 Penalty: 3091.423828
	Iteration 28Q: 3 clusters Score -1716464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1716467.000000 Penalty: 3091.423828
	Iteration 29Q: 3 clusters Score -1716467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1716469.125000 Penalty: 3091.423828
	Iteration 30Q: 3 clusters Score -1716469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1716473.500000 Penalty: 3091.423828
	Iteration 31Q: 3 clusters Score -1716474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1716478.500000 Penalty: 3091.423828
	Iteration 32Q: 3 clusters Score -1716478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1716480.875000 Penalty: 3091.423828
	Iteration 33Q: 3 clusters Score -1716481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1716486.250000 Penalty: 3091.423828
	Iteration 34Q: 3 clusters Score -1716486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1716491.750000 Penalty: 3091.423828
	Iteration 35Q: 3 clusters Score -1716492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1716496.250000 Penalty: 3091.423828
	Iteration 36Q: 3 clusters Score -1716496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1716498.375000 Penalty: 3091.423828
	Iteration 37Q: 3 clusters Score -1716498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1716503.375000 Penalty: 3091.423828
	Iteration 38Q: 3 clusters Score -1716503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1716505.250000 Penalty: 3091.423828
	Iteration 39Q: 3 clusters Score -1716505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1716505.250000 Penalty: 3091.423828
	Iteration 40F: 3 clusters Score -1716505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Entering Unmasked Estep 
Score: -4820013.000000 Penalty: 1713.613647
	Iteration 0F: 2 clusters Score -4820013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -4794507.000000 Penalty: 3427.227295
	Iteration 0F: 3 clusters Score -4794507 nChanged 17579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -4804057.500000 Penalty: 3427.227295
	Iteration 1F: 3 clusters Score -4804058 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4804489.500000 Penalty: 3427.227295
	Iteration 2Q: 3 clusters Score -4804490 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -4804877.000000 Penalty: 3427.227295
	Iteration 3Q: 3 clusters Score -4804877 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -4805249.000000 Penalty: 3427.227295
	Iteration 4Q: 3 clusters Score -4805249 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -4805771.000000 Penalty: 3427.227295
	Iteration 5Q: 3 clusters Score -4805771 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -4806394.000000 Penalty: 3427.227295
	Iteration 6Q: 3 clusters Score -4806394 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -4807319.000000 Penalty: 3427.227295
	Iteration 7F: 3 clusters Score -4807319 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -4808654.000000 Penalty: 3427.227295
	Iteration 8F: 3 clusters Score -4808654 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -4810478.000000 Penalty: 3427.227295
	Iteration 9F: 3 clusters Score -4810478 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -4812524.500000 Penalty: 3427.227295
	Iteration 10F: 3 clusters Score -4812524 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -4814507.000000 Penalty: 3427.227295
	Iteration 11F: 3 clusters Score -4814507 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4816079.500000 Penalty: 3427.227295
	Iteration 12F: 3 clusters Score -4816080 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -4817162.500000 Penalty: 3427.227295
	Iteration 13Q: 3 clusters Score -4817162 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -4817870.500000 Penalty: 3427.227295
	Iteration 14Q: 3 clusters Score -4817870 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -4818226.500000 Penalty: 3427.227295
	Iteration 15Q: 3 clusters Score -4818226 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4818399.000000 Penalty: 3427.227295
	Iteration 16Q: 3 clusters Score -4818399 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -4818501.000000 Penalty: 3427.227295
	Iteration 17Q: 3 clusters Score -4818501 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -4818550.000000 Penalty: 3427.227295
	Iteration 18Q: 3 clusters Score -4818550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -4818572.500000 Penalty: 3427.227295
	Iteration 19Q: 3 clusters Score -4818572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4818588.000000 Penalty: 3427.227295
	Iteration 20F: 3 clusters Score -4818588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -4818604.500000 Penalty: 3427.227295
	Iteration 21Q: 3 clusters Score -4818604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -4818615.500000 Penalty: 3427.227295
	Iteration 22Q: 3 clusters Score -4818616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -4818625.500000 Penalty: 3427.227295
	Iteration 23Q: 3 clusters Score -4818626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -4818624.500000 Penalty: 3427.227295
	Iteration 24Q: 3 clusters Score -4818624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -4818630.500000 Penalty: 3427.227295
	Iteration 25Q: 3 clusters Score -4818630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -4818643.500000 Penalty: 3427.227295
	Iteration 26Q: 3 clusters Score -4818644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -4818644.000000 Penalty: 3427.227295
	Iteration 27Q: 3 clusters Score -4818644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -4818648.500000 Penalty: 3427.227295
	Iteration 28Q: 3 clusters Score -4818648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -4818653.500000 Penalty: 3427.227295
	Iteration 29Q: 3 clusters Score -4818654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -4818651.500000 Penalty: 3427.227295
	Iteration 30Q: 3 clusters Score -4818652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -4818657.500000 Penalty: 3427.227295
	Iteration 31Q: 3 clusters Score -4818658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -4818657.500000 Penalty: 3427.227295
	Iteration 32F: 3 clusters Score -4818658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Entering Unmasked Estep 
Score: -6058994.500000 Penalty: 1753.652588
	Iteration 0F: 2 clusters Score -6058994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -6026652.500000 Penalty: 3507.305176
	Iteration 0F: 3 clusters Score -6026652 nChanged 22701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -6039569.500000 Penalty: 3507.305176
	Iteration 1F: 3 clusters Score -6039570 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -6040029.000000 Penalty: 3507.305176
	Iteration 2Q: 3 clusters Score -6040029 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -6040472.500000 Penalty: 3507.305176
	Iteration 3Q: 3 clusters Score -6040472 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -6040953.000000 Penalty: 3507.305176
	Iteration 4Q: 3 clusters Score -6040953 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -6041505.000000 Penalty: 3507.305176
	Iteration 5Q: 3 clusters Score -6041505 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -6042295.500000 Penalty: 3507.305176
	Iteration 6Q: 3 clusters Score -6042296 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -6043536.000000 Penalty: 3507.305176
	Iteration 7Q: 3 clusters Score -6043536 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -6045417.500000 Penalty: 3507.305176
	Iteration 8F: 3 clusters Score -6045418 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -6047991.000000 Penalty: 3507.305176
	Iteration 9F: 3 clusters Score -6047991 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -6050871.000000 Penalty: 3507.305176
	Iteration 10F: 3 clusters Score -6050871 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -6053413.500000 Penalty: 3507.305176
	Iteration 11F: 3 clusters Score -6053414 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -6055153.000000 Penalty: 3507.305176
	Iteration 12Q: 3 clusters Score -6055153 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -6056205.500000 Penalty: 3507.305176
	Iteration 13Q: 3 clusters Score -6056206 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -6056778.000000 Penalty: 3507.305176
	Iteration 14Q: 3 clusters Score -6056778 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -6057148.500000 Penalty: 3507.305176
	Iteration 15Q: 3 clusters Score -6057148 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -6057343.500000 Penalty: 3507.305176
	Iteration 16Q: 3 clusters Score -6057344 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -6057416.500000 Penalty: 3507.305176
	Iteration 17Q: 3 clusters Score -6057416 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -6057474.500000 Penalty: 3507.305176
	Iteration 18Q: 3 clusters Score -6057474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -6057500.000000 Penalty: 3507.305176
	Iteration 19Q: 3 clusters Score -6057500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -6057514.500000 Penalty: 3507.305176
	Iteration 20F: 3 clusters Score -6057514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -6057516.500000 Penalty: 3507.305176
	Iteration 21Q: 3 clusters Score -6057516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -6057524.500000 Penalty: 3507.305176
	Iteration 22Q: 3 clusters Score -6057524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -6057530.500000 Penalty: 3507.305176
	Iteration 23Q: 3 clusters Score -6057530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -6057528.500000 Penalty: 3507.305176
	Iteration 24Q: 3 clusters Score -6057528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -6057532.000000 Penalty: 3507.305176
	Iteration 25Q: 3 clusters Score -6057532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -6057536.500000 Penalty: 3507.305176
	Iteration 26Q: 3 clusters Score -6057536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -6057538.000000 Penalty: 3507.305176
	Iteration 27Q: 3 clusters Score -6057538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -6057536.500000 Penalty: 3507.305176
	Iteration 28Q: 3 clusters Score -6057536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -6057540.000000 Penalty: 3507.305176
	Iteration 29Q: 3 clusters Score -6057540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -6057540.000000 Penalty: 3507.305176
	Iteration 30F: 3 clusters Score -6057540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Entering Unmasked Estep 
Score: -8927468.000000 Penalty: 1817.905640
	Iteration 0F: 2 clusters Score -8927468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -8881539.000000 Penalty: 3635.811279
	Iteration 0F: 3 clusters Score -8881539 nChanged 34249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -8901012.000000 Penalty: 3635.811279
	Iteration 1F: 3 clusters Score -8901012 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -8901648.000000 Penalty: 3635.811279
	Iteration 2Q: 3 clusters Score -8901648 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -8902308.000000 Penalty: 3635.811279
	Iteration 3Q: 3 clusters Score -8902308 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -8903073.000000 Penalty: 3635.811279
	Iteration 4Q: 3 clusters Score -8903073 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -8904086.000000 Penalty: 3635.811279
	Iteration 5Q: 3 clusters Score -8904086 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -8905313.000000 Penalty: 3635.811279
	Iteration 6Q: 3 clusters Score -8905313 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -8906749.000000 Penalty: 3635.811279
	Iteration 7Q: 3 clusters Score -8906749 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -8908349.000000 Penalty: 3635.811279
	Iteration 8F: 3 clusters Score -8908349 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -8910195.000000 Penalty: 3635.811279
	Iteration 9F: 3 clusters Score -8910195 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -8912378.000000 Penalty: 3635.811279
	Iteration 10F: 3 clusters Score -8912378 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -8914964.000000 Penalty: 3635.811279
	Iteration 11F: 3 clusters Score -8914964 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -8917804.000000 Penalty: 3635.811279
	Iteration 12F: 3 clusters Score -8917804 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -8920477.000000 Penalty: 3635.811279
	Iteration 13F: 3 clusters Score -8920477 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -8922832.000000 Penalty: 3635.811279
	Iteration 14Q: 3 clusters Score -8922832 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8924236.000000 Penalty: 3635.811279
	Iteration 15Q: 3 clusters Score -8924236 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8925035.000000 Penalty: 3635.811279
	Iteration 16Q: 3 clusters Score -8925035 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71318 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8925484.000000 Penalty: 3635.811279
	Iteration 17Q: 3 clusters Score -8925484 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71612 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8925669.000000 Penalty: 3635.811279
	Iteration 18Q: 3 clusters Score -8925669 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8925772.000000 Penalty: 3635.811279
	Iteration 19Q: 3 clusters Score -8925772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8925827.000000 Penalty: 3635.811279
	Iteration 20F: 3 clusters Score -8925827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8925869.000000 Penalty: 3635.811279
	Iteration 21Q: 3 clusters Score -8925869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8925890.000000 Penalty: 3635.811279
	Iteration 22Q: 3 clusters Score -8925890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8925916.000000 Penalty: 3635.811279
	Iteration 23Q: 3 clusters Score -8925916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8925925.000000 Penalty: 3635.811279
	Iteration 24Q: 3 clusters Score -8925925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8925932.000000 Penalty: 3635.811279
	Iteration 25Q: 3 clusters Score -8925932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8925940.000000 Penalty: 3635.811279
	Iteration 26Q: 3 clusters Score -8925940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8925934.000000 Penalty: 3635.811279
	Iteration 27Q: 3 clusters Score -8925934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8925945.000000 Penalty: 3635.811279
	Iteration 28Q: 3 clusters Score -8925945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8925943.000000 Penalty: 3635.811279
	Iteration 29Q: 3 clusters Score -8925943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8925942.000000 Penalty: 3635.811279
	Iteration 30Q: 3 clusters Score -8925942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8925942.000000 Penalty: 3635.811279
	Iteration 31Q: 3 clusters Score -8925942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8925935.000000 Penalty: 3635.811279
	Iteration 32Q: 3 clusters Score -8925935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8925945.000000 Penalty: 3635.811279
	Iteration 33Q: 3 clusters Score -8925945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8925947.000000 Penalty: 3635.811279
	Iteration 34Q: 3 clusters Score -8925947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71908 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8925951.000000 Penalty: 3635.811279
	Iteration 35Q: 3 clusters Score -8925951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71909 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8925948.000000 Penalty: 3635.811279
	Iteration 36Q: 3 clusters Score -8925948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71910 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8925949.000000 Penalty: 3635.811279
	Iteration 37Q: 3 clusters Score -8925949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8925951.000000 Penalty: 3635.811279
	Iteration 38Q: 3 clusters Score -8925951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8925958.000000 Penalty: 3635.811279
	Iteration 39Q: 3 clusters Score -8925958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71917 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8925961.000000 Penalty: 3635.811279
	Iteration 40F: 3 clusters Score -8925961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8925960.000000 Penalty: 3635.811279
	Iteration 41Q: 3 clusters Score -8925960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8925960.000000 Penalty: 3635.811279
	Iteration 42F: 3 clusters Score -8925960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -529912.437500 Penalty: 1358.853638
	Iteration 0F: 2 clusters Score -529912.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -526382.875000 Penalty: 2717.707275
	Iteration 0F: 3 clusters Score -526382.9 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -527308.000000 Penalty: 2717.707275
	Iteration 1F: 3 clusters Score -527308 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -527466.000000 Penalty: 2717.707275
	Iteration 2F: 3 clusters Score -527466 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -527570.875000 Penalty: 2717.707275
	Iteration 3F: 3 clusters Score -527570.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -527655.125000 Penalty: 2717.707275
	Iteration 4Q: 3 clusters Score -527655.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -527707.562500 Penalty: 2717.707275
	Iteration 5Q: 3 clusters Score -527707.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -527755.125000 Penalty: 2717.707275
	Iteration 6Q: 3 clusters Score -527755.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -527803.750000 Penalty: 2717.707275
	Iteration 7Q: 3 clusters Score -527803.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -527852.687500 Penalty: 2717.707275
	Iteration 8Q: 3 clusters Score -527852.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -527897.375000 Penalty: 2717.707275
	Iteration 9Q: 3 clusters Score -527897.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -527944.812500 Penalty: 2717.707275
	Iteration 10Q: 3 clusters Score -527944.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -528000.562500 Penalty: 2717.707275
	Iteration 11Q: 3 clusters Score -528000.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -528063.562500 Penalty: 2717.707275
	Iteration 12Q: 3 clusters Score -528063.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -528136.687500 Penalty: 2717.707275
	Iteration 13Q: 3 clusters Score -528136.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -528215.062500 Penalty: 2717.707275
	Iteration 14Q: 3 clusters Score -528215.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -528292.000000 Penalty: 2717.707275
	Iteration 15Q: 3 clusters Score -528292 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -528357.750000 Penalty: 2717.707275
	Iteration 16Q: 3 clusters Score -528357.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -528417.000000 Penalty: 2717.707275
	Iteration 17Q: 3 clusters Score -528417 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -528468.625000 Penalty: 2717.707275
	Iteration 18Q: 3 clusters Score -528468.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -528506.750000 Penalty: 2717.707275
	Iteration 19Q: 3 clusters Score -528506.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -528532.500000 Penalty: 2717.707275
	Iteration 20F: 3 clusters Score -528532.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -528553.875000 Penalty: 2717.707275
	Iteration 21Q: 3 clusters Score -528553.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -528578.062500 Penalty: 2717.707275
	Iteration 22Q: 3 clusters Score -528578.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -528596.562500 Penalty: 2717.707275
	Iteration 23Q: 3 clusters Score -528596.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -528607.000000 Penalty: 2717.707275
	Iteration 24Q: 3 clusters Score -528607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -528620.562500 Penalty: 2717.707275
	Iteration 25Q: 3 clusters Score -528620.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -528633.125000 Penalty: 2717.707275
	Iteration 26Q: 3 clusters Score -528633.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -528644.500000 Penalty: 2717.707275
	Iteration 27Q: 3 clusters Score -528644.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -528652.500000 Penalty: 2717.707275
	Iteration 28Q: 3 clusters Score -528652.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -528664.937500 Penalty: 2717.707275
	Iteration 29Q: 3 clusters Score -528664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -528671.312500 Penalty: 2717.707275
	Iteration 30Q: 3 clusters Score -528671.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -528675.250000 Penalty: 2717.707275
	Iteration 31Q: 3 clusters Score -528675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -528679.500000 Penalty: 2717.707275
	Iteration 32Q: 3 clusters Score -528679.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -528686.250000 Penalty: 2717.707275
	Iteration 33Q: 3 clusters Score -528686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -528690.062500 Penalty: 2717.707275
	Iteration 34Q: 3 clusters Score -528690.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -528693.750000 Penalty: 2717.707275
	Iteration 35Q: 3 clusters Score -528693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -528696.062500 Penalty: 2717.707275
	Iteration 36Q: 3 clusters Score -528696.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -528698.812500 Penalty: 2717.707275
	Iteration 37Q: 3 clusters Score -528698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -528700.437500 Penalty: 2717.707275
	Iteration 38Q: 3 clusters Score -528700.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -528703.687500 Penalty: 2717.707275
	Iteration 39Q: 3 clusters Score -528703.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -528705.687500 Penalty: 2717.707275
	Iteration 40F: 3 clusters Score -528705.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -528707.375000 Penalty: 2717.707275
	Iteration 41Q: 3 clusters Score -528707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -528709.312500 Penalty: 2717.707275
	Iteration 42Q: 3 clusters Score -528709.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -528712.375000 Penalty: 2717.707275
	Iteration 43Q: 3 clusters Score -528712.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -528712.375000 Penalty: 2717.707275
	Iteration 44F: 3 clusters Score -528712.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -307261.125000 Penalty: 1276.021362
	Iteration 0F: 2 clusters Score -307261.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -304806.656250 Penalty: 2552.042725
	Iteration 0F: 3 clusters Score -304806.7 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -305414.750000 Penalty: 2552.042725
	Iteration 1F: 3 clusters Score -305414.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -305516.812500 Penalty: 2552.042725
	Iteration 2F: 3 clusters Score -305516.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -305571.750000 Penalty: 2552.042725
	Iteration 3Q: 3 clusters Score -305571.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -305604.500000 Penalty: 2552.042725
	Iteration 4Q: 3 clusters Score -305604.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -305625.593750 Penalty: 2552.042725
	Iteration 5Q: 3 clusters Score -305625.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -305639.062500 Penalty: 2552.042725
	Iteration 6Q: 3 clusters Score -305639.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -305647.000000 Penalty: 2552.042725
	Iteration 7Q: 3 clusters Score -305647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -305655.343750 Penalty: 2552.042725
	Iteration 8Q: 3 clusters Score -305655.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -305661.000000 Penalty: 2552.042725
	Iteration 9Q: 3 clusters Score -305661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -305665.468750 Penalty: 2552.042725
	Iteration 10Q: 3 clusters Score -305665.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -305672.687500 Penalty: 2552.042725
	Iteration 11Q: 3 clusters Score -305672.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -305674.656250 Penalty: 2552.042725
	Iteration 12Q: 3 clusters Score -305674.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -305679.468750 Penalty: 2552.042725
	Iteration 13Q: 3 clusters Score -305679.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -305683.562500 Penalty: 2552.042725
	Iteration 14Q: 3 clusters Score -305683.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -305688.750000 Penalty: 2552.042725
	Iteration 15Q: 3 clusters Score -305688.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -305692.437500 Penalty: 2552.042725
	Iteration 16Q: 3 clusters Score -305692.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -305694.750000 Penalty: 2552.042725
	Iteration 17Q: 3 clusters Score -305694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -305694.656250 Penalty: 2552.042725
	Iteration 18Q: 3 clusters Score -305694.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -305695.156250 Penalty: 2552.042725
	Iteration 19Q: 3 clusters Score -305695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -305695.593750 Penalty: 2552.042725
	Iteration 20F: 3 clusters Score -305695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -305696.187500 Penalty: 2552.042725
	Iteration 21Q: 3 clusters Score -305696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -305696.187500 Penalty: 2552.042725
	Iteration 22F: 3 clusters Score -305696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Entering Unmasked Estep 
Score: -1186479.000000 Penalty: 1486.417969
	Iteration 0F: 2 clusters Score -1186479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1179715.000000 Penalty: 2972.835938
	Iteration 0F: 3 clusters Score -1179715 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1181735.250000 Penalty: 2972.835938
	Iteration 1F: 3 clusters Score -1181735 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1181935.250000 Penalty: 2972.835938
	Iteration 2F: 3 clusters Score -1181935 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1182115.000000 Penalty: 2972.835938
	Iteration 3Q: 3 clusters Score -1182115 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1182256.000000 Penalty: 2972.835938
	Iteration 4Q: 3 clusters Score -1182256 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1182369.500000 Penalty: 2972.835938
	Iteration 5Q: 3 clusters Score -1182370 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1182475.625000 Penalty: 2972.835938
	Iteration 6Q: 3 clusters Score -1182476 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1182571.125000 Penalty: 2972.835938
	Iteration 7Q: 3 clusters Score -1182571 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1182677.250000 Penalty: 2972.835938
	Iteration 8Q: 3 clusters Score -1182677 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1182783.875000 Penalty: 2972.835938
	Iteration 9Q: 3 clusters Score -1182784 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1182940.500000 Penalty: 2972.835938
	Iteration 10Q: 3 clusters Score -1182940 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1183129.000000 Penalty: 2972.835938
	Iteration 11Q: 3 clusters Score -1183129 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1183343.625000 Penalty: 2972.835938
	Iteration 12Q: 3 clusters Score -1183344 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1183574.875000 Penalty: 2972.835938
	Iteration 13Q: 3 clusters Score -1183575 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1183803.875000 Penalty: 2972.835938
	Iteration 14Q: 3 clusters Score -1183804 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1184012.000000 Penalty: 2972.835938
	Iteration 15Q: 3 clusters Score -1184012 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1184182.000000 Penalty: 2972.835938
	Iteration 16Q: 3 clusters Score -1184182 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1184325.375000 Penalty: 2972.835938
	Iteration 17Q: 3 clusters Score -1184325 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1184433.625000 Penalty: 2972.835938
	Iteration 18Q: 3 clusters Score -1184434 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1184524.750000 Penalty: 2972.835938
	Iteration 19Q: 3 clusters Score -1184525 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1184613.625000 Penalty: 2972.835938
	Iteration 20F: 3 clusters Score -1184614 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1184710.500000 Penalty: 2972.835938
	Iteration 21Q: 3 clusters Score -1184710 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1184796.500000 Penalty: 2972.835938
	Iteration 22Q: 3 clusters Score -1184796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1184884.625000 Penalty: 2972.835938
	Iteration 23Q: 3 clusters Score -1184885 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1184953.375000 Penalty: 2972.835938
	Iteration 24Q: 3 clusters Score -1184953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1184992.375000 Penalty: 2972.835938
	Iteration 25Q: 3 clusters Score -1184992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1185026.000000 Penalty: 2972.835938
	Iteration 26Q: 3 clusters Score -1185026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1185059.875000 Penalty: 2972.835938
	Iteration 27Q: 3 clusters Score -1185060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1185079.250000 Penalty: 2972.835938
	Iteration 28Q: 3 clusters Score -1185079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1185097.500000 Penalty: 2972.835938
	Iteration 29Q: 3 clusters Score -1185098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1185110.250000 Penalty: 2972.835938
	Iteration 30Q: 3 clusters Score -1185110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1185124.250000 Penalty: 2972.835938
	Iteration 31Q: 3 clusters Score -1185124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1185134.500000 Penalty: 2972.835938
	Iteration 32Q: 3 clusters Score -1185134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1185140.125000 Penalty: 2972.835938
	Iteration 33Q: 3 clusters Score -1185140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1185153.125000 Penalty: 2972.835938
	Iteration 34Q: 3 clusters Score -1185153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1185164.125000 Penalty: 2972.835938
	Iteration 35Q: 3 clusters Score -1185164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1185169.625000 Penalty: 2972.835938
	Iteration 36Q: 3 clusters Score -1185170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1185173.500000 Penalty: 2972.835938
	Iteration 37Q: 3 clusters Score -1185174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1185177.500000 Penalty: 2972.835938
	Iteration 38Q: 3 clusters Score -1185178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1185176.875000 Penalty: 2972.835938
	Iteration 39Q: 3 clusters Score -1185177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1185182.500000 Penalty: 2972.835938
	Iteration 40F: 3 clusters Score -1185182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1185185.125000 Penalty: 2972.835938
	Iteration 41Q: 3 clusters Score -1185185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1185186.750000 Penalty: 2972.835938
	Iteration 42Q: 3 clusters Score -1185187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1185186.750000 Penalty: 2972.835938
	Iteration 43F: 3 clusters Score -1185187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -228965.796875 Penalty: 1223.266479
	Iteration 0F: 2 clusters Score -228965.8 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 928 members 
Entering Unmasked Estep 
Score: -226953.437500 Penalty: 2446.532959
	Iteration 0F: 3 clusters Score -226953.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -227401.328125 Penalty: 2446.532959
	Iteration 1F: 3 clusters Score -227401.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -227551.078125 Penalty: 2446.532959
	Iteration 2F: 3 clusters Score -227551.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -227633.312500 Penalty: 2446.532959
	Iteration 3F: 3 clusters Score -227633.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -227703.625000 Penalty: 2446.532959
	Iteration 4Q: 3 clusters Score -227703.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -227756.687500 Penalty: 2446.532959
	Iteration 5Q: 3 clusters Score -227756.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -227801.203125 Penalty: 2446.532959
	Iteration 6Q: 3 clusters Score -227801.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -227852.906250 Penalty: 2446.532959
	Iteration 7Q: 3 clusters Score -227852.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -227909.359375 Penalty: 2446.532959
	Iteration 8Q: 3 clusters Score -227909.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -227959.140625 Penalty: 2446.532959
	Iteration 9Q: 3 clusters Score -227959.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -228009.796875 Penalty: 2446.532959
	Iteration 10Q: 3 clusters Score -228009.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -228053.984375 Penalty: 2446.532959
	Iteration 11Q: 3 clusters Score -228054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -228087.406250 Penalty: 2446.532959
	Iteration 12Q: 3 clusters Score -228087.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -228111.421875 Penalty: 2446.532959
	Iteration 13Q: 3 clusters Score -228111.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -228134.906250 Penalty: 2446.532959
	Iteration 14Q: 3 clusters Score -228134.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -228165.875000 Penalty: 2446.532959
	Iteration 15Q: 3 clusters Score -228165.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -228194.328125 Penalty: 2446.532959
	Iteration 16Q: 3 clusters Score -228194.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -228206.843750 Penalty: 2446.532959
	Iteration 17Q: 3 clusters Score -228206.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -228221.281250 Penalty: 2446.532959
	Iteration 18Q: 3 clusters Score -228221.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -228236.250000 Penalty: 2446.532959
	Iteration 19Q: 3 clusters Score -228236.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -228248.796875 Penalty: 2446.532959
	Iteration 20F: 3 clusters Score -228248.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -228265.390625 Penalty: 2446.532959
	Iteration 21Q: 3 clusters Score -228265.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -228272.062500 Penalty: 2446.532959
	Iteration 22Q: 3 clusters Score -228272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -228276.765625 Penalty: 2446.532959
	Iteration 23Q: 3 clusters Score -228276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -228278.765625 Penalty: 2446.532959
	Iteration 24Q: 3 clusters Score -228278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -228280.578125 Penalty: 2446.532959
	Iteration 25Q: 3 clusters Score -228280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -228283.828125 Penalty: 2446.532959
	Iteration 26Q: 3 clusters Score -228283.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -228284.859375 Penalty: 2446.532959
	Iteration 27Q: 3 clusters Score -228284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -228285.437500 Penalty: 2446.532959
	Iteration 28Q: 3 clusters Score -228285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -228286.265625 Penalty: 2446.532959
	Iteration 29Q: 3 clusters Score -228286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -228286.265625 Penalty: 2446.532959
	Iteration 30F: 3 clusters Score -228286.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (63268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Entering Unmasked Estep 
Score: -7859858.000000 Penalty: 1796.459351
	Iteration 0F: 2 clusters Score -7859858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -7818229.000000 Penalty: 3592.918701
	Iteration 0F: 3 clusters Score -7818229 nChanged 30020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -7835138.500000 Penalty: 3592.918701
	Iteration 1F: 3 clusters Score -7835138 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -7835826.500000 Penalty: 3592.918701
	Iteration 2Q: 3 clusters Score -7835826 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -7836478.500000 Penalty: 3592.918701
	Iteration 3Q: 3 clusters Score -7836478 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -7837243.500000 Penalty: 3592.918701
	Iteration 4Q: 3 clusters Score -7837244 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -7838234.000000 Penalty: 3592.918701
	Iteration 5Q: 3 clusters Score -7838234 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -7839583.000000 Penalty: 3592.918701
	Iteration 6Q: 3 clusters Score -7839583 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -7841384.500000 Penalty: 3592.918701
	Iteration 7F: 3 clusters Score -7841384 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -7844088.500000 Penalty: 3592.918701
	Iteration 8F: 3 clusters Score -7844088 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -7847707.500000 Penalty: 3592.918701
	Iteration 9F: 3 clusters Score -7847708 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -7851140.500000 Penalty: 3592.918701
	Iteration 10F: 3 clusters Score -7851140 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -7853633.000000 Penalty: 3592.918701
	Iteration 11Q: 3 clusters Score -7853633 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -7855220.000000 Penalty: 3592.918701
	Iteration 12Q: 3 clusters Score -7855220 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -7856088.000000 Penalty: 3592.918701
	Iteration 13Q: 3 clusters Score -7856088 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -7856619.500000 Penalty: 3592.918701
	Iteration 14Q: 3 clusters Score -7856620 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -7856902.000000 Penalty: 3592.918701
	Iteration 15Q: 3 clusters Score -7856902 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -7857106.500000 Penalty: 3592.918701
	Iteration 16Q: 3 clusters Score -7857106 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -7857309.000000 Penalty: 3592.918701
	Iteration 17Q: 3 clusters Score -7857309 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -7857454.500000 Penalty: 3592.918701
	Iteration 18Q: 3 clusters Score -7857454 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -7857533.500000 Penalty: 3592.918701
	Iteration 19Q: 3 clusters Score -7857534 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -7857638.500000 Penalty: 3592.918701
	Iteration 20F: 3 clusters Score -7857638 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -7857701.000000 Penalty: 3592.918701
	Iteration 21Q: 3 clusters Score -7857701 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -7857729.500000 Penalty: 3592.918701
	Iteration 22Q: 3 clusters Score -7857730 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 58426 members 
Entering Unmasked Estep 
Score: -7857780.500000 Penalty: 3592.918701
	Iteration 23Q: 3 clusters Score -7857780 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -7857817.500000 Penalty: 3592.918701
	Iteration 24Q: 3 clusters Score -7857818 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -7857871.000000 Penalty: 3592.918701
	Iteration 25Q: 3 clusters Score -7857871 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -7857895.500000 Penalty: 3592.918701
	Iteration 26Q: 3 clusters Score -7857896 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 59289 members 
Entering Unmasked Estep 
Score: -7857952.500000 Penalty: 3592.918701
	Iteration 27Q: 3 clusters Score -7857952 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -7857970.000000 Penalty: 3592.918701
	Iteration 28Q: 3 clusters Score -7857970 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -7858004.500000 Penalty: 3592.918701
	Iteration 29Q: 3 clusters Score -7858004 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -7858033.500000 Penalty: 3592.918701
	Iteration 30Q: 3 clusters Score -7858034 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -7858065.500000 Penalty: 3592.918701
	Iteration 31Q: 3 clusters Score -7858066 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -7858105.500000 Penalty: 3592.918701
	Iteration 32Q: 3 clusters Score -7858106 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -7858123.500000 Penalty: 3592.918701
	Iteration 33Q: 3 clusters Score -7858124 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -7858172.500000 Penalty: 3592.918701
	Iteration 34Q: 3 clusters Score -7858172 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -7858201.000000 Penalty: 3592.918701
	Iteration 35Q: 3 clusters Score -7858201 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 60676 members 
Entering Unmasked Estep 
Score: -7858218.500000 Penalty: 3592.918701
	Iteration 36Q: 3 clusters Score -7858218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -7858234.500000 Penalty: 3592.918701
	Iteration 37Q: 3 clusters Score -7858234 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -7858247.500000 Penalty: 3592.918701
	Iteration 38Q: 3 clusters Score -7858248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -7858255.000000 Penalty: 3592.918701
	Iteration 39Q: 3 clusters Score -7858255 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -7858261.000000 Penalty: 3592.918701
	Iteration 40F: 3 clusters Score -7858261 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -7858260.500000 Penalty: 3592.918701
	Iteration 41Q: 3 clusters Score -7858260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -7858266.500000 Penalty: 3592.918701
	Iteration 42Q: 3 clusters Score -7858266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -7858286.000000 Penalty: 3592.918701
	Iteration 43Q: 3 clusters Score -7858286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -7858285.500000 Penalty: 3592.918701
	Iteration 44Q: 3 clusters Score -7858286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -7858286.000000 Penalty: 3592.918701
	Iteration 45Q: 3 clusters Score -7858286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -7858292.500000 Penalty: 3592.918701
	Iteration 46Q: 3 clusters Score -7858292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -7858286.500000 Penalty: 3592.918701
	Iteration 47Q: 3 clusters Score -7858286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -7858292.500000 Penalty: 3592.918701
	Iteration 48Q: 3 clusters Score -7858292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -7858300.000000 Penalty: 3592.918701
	Iteration 49Q: 3 clusters Score -7858300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 61455 members 
Entering Unmasked Estep 
Score: -7858301.000000 Penalty: 3592.918701
	Iteration 50Q: 3 clusters Score -7858301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -7858308.000000 Penalty: 3592.918701
	Iteration 51Q: 3 clusters Score -7858308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -7858315.000000 Penalty: 3592.918701
	Iteration 52Q: 3 clusters Score -7858315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -7858315.000000 Penalty: 3592.918701
	Iteration 53Q: 3 clusters Score -7858315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -7858318.000000 Penalty: 3592.918701
	Iteration 54Q: 3 clusters Score -7858318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -7858313.000000 Penalty: 3592.918701
	Iteration 55Q: 3 clusters Score -7858313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -7858328.000000 Penalty: 3592.918701
	Iteration 56Q: 3 clusters Score -7858328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -7858324.000000 Penalty: 3592.918701
	Iteration 57Q: 3 clusters Score -7858324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 61619 members 
Entering Unmasked Estep 
Score: -7858321.000000 Penalty: 3592.918701
	Iteration 58Q: 3 clusters Score -7858321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -7858318.000000 Penalty: 3592.918701
	Iteration 59Q: 3 clusters Score -7858318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -7858325.500000 Penalty: 3592.918701
	Iteration 60F: 3 clusters Score -7858326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -7858331.500000 Penalty: 3592.918701
	Iteration 61Q: 3 clusters Score -7858332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -7858325.000000 Penalty: 3592.918701
	Iteration 62Q: 3 clusters Score -7858325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -7858327.500000 Penalty: 3592.918701
	Iteration 63Q: 3 clusters Score -7858328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -7858331.500000 Penalty: 3592.918701
	Iteration 64Q: 3 clusters Score -7858332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -7858324.500000 Penalty: 3592.918701
	Iteration 65Q: 3 clusters Score -7858324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -7858325.000000 Penalty: 3592.918701
	Iteration 66Q: 3 clusters Score -7858325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -7858326.500000 Penalty: 3592.918701
	Iteration 67Q: 3 clusters Score -7858326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -7858328.000000 Penalty: 3592.918701
	Iteration 68Q: 3 clusters Score -7858328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -7858331.500000 Penalty: 3592.918701
	Iteration 69Q: 3 clusters Score -7858332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -7858329.000000 Penalty: 3592.918701
	Iteration 70Q: 3 clusters Score -7858329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -7858321.500000 Penalty: 3592.918701
	Iteration 71Q: 3 clusters Score -7858322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -7858330.500000 Penalty: 3592.918701
	Iteration 72Q: 3 clusters Score -7858330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 61815 members 
Entering Unmasked Estep 
Score: -7858325.500000 Penalty: 3592.918701
	Iteration 73Q: 3 clusters Score -7858326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -7858322.000000 Penalty: 3592.918701
	Iteration 74Q: 3 clusters Score -7858322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -7858318.000000 Penalty: 3592.918701
	Iteration 75Q: 3 clusters Score -7858318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -7858315.500000 Penalty: 3592.918701
	Iteration 76Q: 3 clusters Score -7858316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -7858319.000000 Penalty: 3592.918701
	Iteration 77Q: 3 clusters Score -7858319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -7858323.500000 Penalty: 3592.918701
	Iteration 78Q: 3 clusters Score -7858324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -7858320.500000 Penalty: 3592.918701
	Iteration 79Q: 3 clusters Score -7858320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -7858319.000000 Penalty: 3592.918701
	Iteration 80F: 3 clusters Score -7858319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -7858316.000000 Penalty: 3592.918701
	Iteration 81Q: 3 clusters Score -7858316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 61839 members 
Entering Unmasked Estep 
Score: -7858323.000000 Penalty: 3592.918701
	Iteration 82Q: 3 clusters Score -7858323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 61843 members 
Entering Unmasked Estep 
Score: -7858324.000000 Penalty: 3592.918701
	Iteration 83Q: 3 clusters Score -7858324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -7858325.500000 Penalty: 3592.918701
	Iteration 84Q: 3 clusters Score -7858326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -7858332.500000 Penalty: 3592.918701
	Iteration 85Q: 3 clusters Score -7858332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
Score: -7858337.500000 Penalty: 3592.918701
	Iteration 86Q: 3 clusters Score -7858338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -7858335.000000 Penalty: 3592.918701
	Iteration 87Q: 3 clusters Score -7858335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -7858334.500000 Penalty: 3592.918701
	Iteration 88Q: 3 clusters Score -7858334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -7858336.500000 Penalty: 3592.918701
	Iteration 89Q: 3 clusters Score -7858336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -7858335.500000 Penalty: 3592.918701
	Iteration 90Q: 3 clusters Score -7858336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -7858337.500000 Penalty: 3592.918701
	Iteration 91Q: 3 clusters Score -7858338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -7858332.500000 Penalty: 3592.918701
	Iteration 92Q: 3 clusters Score -7858332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -7858341.000000 Penalty: 3592.918701
	Iteration 93Q: 3 clusters Score -7858341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 61895 members 
Entering Unmasked Estep 
Score: -7858347.500000 Penalty: 3592.918701
	Iteration 94Q: 3 clusters Score -7858348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -7858351.500000 Penalty: 3592.918701
	Iteration 95Q: 3 clusters Score -7858352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -7858346.000000 Penalty: 3592.918701
	Iteration 96Q: 3 clusters Score -7858346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -7858349.500000 Penalty: 3592.918701
	Iteration 97Q: 3 clusters Score -7858350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -7858342.500000 Penalty: 3592.918701
	Iteration 98Q: 3 clusters Score -7858342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
Score: -7858347.000000 Penalty: 3592.918701
	Iteration 99Q: 3 clusters Score -7858347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -7858359.000000 Penalty: 3592.918701
	Iteration 100F: 3 clusters Score -7858359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -7858357.000000 Penalty: 3592.918701
	Iteration 101Q: 3 clusters Score -7858357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 61963 members 
Entering Unmasked Estep 
Score: -7858360.500000 Penalty: 3592.918701
	Iteration 102Q: 3 clusters Score -7858360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -7858364.000000 Penalty: 3592.918701
	Iteration 103Q: 3 clusters Score -7858364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -7858359.000000 Penalty: 3592.918701
	Iteration 104Q: 3 clusters Score -7858359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -7858357.500000 Penalty: 3592.918701
	Iteration 105Q: 3 clusters Score -7858358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -7858362.500000 Penalty: 3592.918701
	Iteration 106Q: 3 clusters Score -7858362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 62000 members 
Entering Unmasked Estep 
Score: -7858363.500000 Penalty: 3592.918701
	Iteration 107Q: 3 clusters Score -7858364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -7858366.500000 Penalty: 3592.918701
	Iteration 108Q: 3 clusters Score -7858366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -7858361.500000 Penalty: 3592.918701
	Iteration 109Q: 3 clusters Score -7858362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -7858367.500000 Penalty: 3592.918701
	Iteration 110Q: 3 clusters Score -7858368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -7858366.500000 Penalty: 3592.918701
	Iteration 111Q: 3 clusters Score -7858366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 62031 members 
Entering Unmasked Estep 
Score: -7858369.000000 Penalty: 3592.918701
	Iteration 112Q: 3 clusters Score -7858369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -7858367.000000 Penalty: 3592.918701
	Iteration 113Q: 3 clusters Score -7858367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -7858367.000000 Penalty: 3592.918701
	Iteration 114F: 3 clusters Score -7858367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Entering Unmasked Estep 
Score: -988173.562500 Penalty: 1455.950684
	Iteration 0F: 2 clusters Score -988173.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -982338.500000 Penalty: 2911.901367
	Iteration 0F: 3 clusters Score -982338.5 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -984078.625000 Penalty: 2911.901367
	Iteration 1F: 3 clusters Score -984078.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -984290.500000 Penalty: 2911.901367
	Iteration 2F: 3 clusters Score -984290.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -984460.062500 Penalty: 2911.901367
	Iteration 3F: 3 clusters Score -984460.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -984592.562500 Penalty: 2911.901367
	Iteration 4Q: 3 clusters Score -984592.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -984706.375000 Penalty: 2911.901367
	Iteration 5Q: 3 clusters Score -984706.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -984824.000000 Penalty: 2911.901367
	Iteration 6Q: 3 clusters Score -984824 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -984959.937500 Penalty: 2911.901367
	Iteration 7Q: 3 clusters Score -984959.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -985091.187500 Penalty: 2911.901367
	Iteration 8Q: 3 clusters Score -985091.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -985222.625000 Penalty: 2911.901367
	Iteration 9Q: 3 clusters Score -985222.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -985373.562500 Penalty: 2911.901367
	Iteration 10Q: 3 clusters Score -985373.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -985533.125000 Penalty: 2911.901367
	Iteration 11Q: 3 clusters Score -985533.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -985698.562500 Penalty: 2911.901367
	Iteration 12Q: 3 clusters Score -985698.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -985850.000000 Penalty: 2911.901367
	Iteration 13Q: 3 clusters Score -985850 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -985966.750000 Penalty: 2911.901367
	Iteration 14Q: 3 clusters Score -985966.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -986074.062500 Penalty: 2911.901367
	Iteration 15Q: 3 clusters Score -986074.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -986175.125000 Penalty: 2911.901367
	Iteration 16Q: 3 clusters Score -986175.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -986283.437500 Penalty: 2911.901367
	Iteration 17Q: 3 clusters Score -986283.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -986389.000000 Penalty: 2911.901367
	Iteration 18Q: 3 clusters Score -986389 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -986493.687500 Penalty: 2911.901367
	Iteration 19Q: 3 clusters Score -986493.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -986579.687500 Penalty: 2911.901367
	Iteration 20F: 3 clusters Score -986579.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -986647.625000 Penalty: 2911.901367
	Iteration 21Q: 3 clusters Score -986647.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -986700.437500 Penalty: 2911.901367
	Iteration 22Q: 3 clusters Score -986700.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -986740.000000 Penalty: 2911.901367
	Iteration 23Q: 3 clusters Score -986740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -986771.312500 Penalty: 2911.901367
	Iteration 24Q: 3 clusters Score -986771.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -986797.062500 Penalty: 2911.901367
	Iteration 25Q: 3 clusters Score -986797.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -986833.375000 Penalty: 2911.901367
	Iteration 26Q: 3 clusters Score -986833.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -986856.875000 Penalty: 2911.901367
	Iteration 27Q: 3 clusters Score -986856.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -986867.750000 Penalty: 2911.901367
	Iteration 28Q: 3 clusters Score -986867.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -986877.375000 Penalty: 2911.901367
	Iteration 29Q: 3 clusters Score -986877.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -986888.437500 Penalty: 2911.901367
	Iteration 30Q: 3 clusters Score -986888.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -986899.500000 Penalty: 2911.901367
	Iteration 31Q: 3 clusters Score -986899.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -986908.187500 Penalty: 2911.901367
	Iteration 32Q: 3 clusters Score -986908.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -986921.312500 Penalty: 2911.901367
	Iteration 33Q: 3 clusters Score -986921.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -986927.250000 Penalty: 2911.901367
	Iteration 34Q: 3 clusters Score -986927.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -986939.187500 Penalty: 2911.901367
	Iteration 35Q: 3 clusters Score -986939.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -986949.500000 Penalty: 2911.901367
	Iteration 36Q: 3 clusters Score -986949.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -986953.937500 Penalty: 2911.901367
	Iteration 37Q: 3 clusters Score -986953.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -986956.937500 Penalty: 2911.901367
	Iteration 38Q: 3 clusters Score -986956.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -986960.000000 Penalty: 2911.901367
	Iteration 39Q: 3 clusters Score -986960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -986968.125000 Penalty: 2911.901367
	Iteration 40F: 3 clusters Score -986968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -986972.437500 Penalty: 2911.901367
	Iteration 41Q: 3 clusters Score -986972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -986971.812500 Penalty: 2911.901367
	Iteration 42Q: 3 clusters Score -986971.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -986971.812500 Penalty: 2911.901367
	Iteration 43F: 3 clusters Score -986971.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77720 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63389 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48616 members 
Mstep: Class 20 contains 72194 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63268 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644476.000000 Penalty: 55564.910156
Iteration 199Q: 27 clusters Score -6.264448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77721 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63389 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48617 members 
Mstep: Class 20 contains 72192 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63267 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644468.000000 Penalty: 55564.910156
Iteration 200F: 27 clusters Score -6.264447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77721 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63386 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48621 members 
Mstep: Class 20 contains 72192 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63266 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644472.000000 Penalty: 55564.910156
Iteration 201Q: 27 clusters Score -6.264447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77722 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63386 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48622 members 
Mstep: Class 20 contains 72191 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63265 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644472.000000 Penalty: 55564.910156
Iteration 202Q: 27 clusters Score -6.264447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77722 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63384 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48625 members 
Mstep: Class 20 contains 72191 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63264 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644488.000000 Penalty: 55564.910156
Iteration 203Q: 27 clusters Score -6.264449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77722 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20563 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63382 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48629 members 
Mstep: Class 20 contains 72191 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63263 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644456.000000 Penalty: 55564.910156
Iteration 204Q: 27 clusters Score -6.264446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77722 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20563 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63381 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48632 members 
Mstep: Class 20 contains 72191 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63261 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644460.000000 Penalty: 55564.910156
Iteration 205Q: 27 clusters Score -6.264446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77722 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20563 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63381 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48635 members 
Mstep: Class 20 contains 72191 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63258 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644452.000000 Penalty: 55564.910156
Iteration 206Q: 27 clusters Score -6.264445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77723 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20563 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63381 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5854 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48635 members 
Mstep: Class 20 contains 72191 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63256 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644464.000000 Penalty: 55564.910156
Iteration 207Q: 27 clusters Score -6.264446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77723 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20563 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63381 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48635 members 
Mstep: Class 20 contains 72191 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63256 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644440.000000 Penalty: 55564.910156
Iteration 208Q: 27 clusters Score -6.264444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3288 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 77723 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20563 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63381 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5852 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48635 members 
Mstep: Class 20 contains 72191 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63256 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644456.000000 Penalty: 55564.910156
Iteration 209Q: 27 clusters Score -6.264446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3290 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77722 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20563 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63381 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5852 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48635 members 
Mstep: Class 20 contains 72191 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63256 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644448.000000 Penalty: 55564.910156
Iteration 210Q: 27 clusters Score -6.264445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 3290 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 77722 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 20563 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 63381 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 5852 members 
Mstep: Class 16 contains 45130 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 48635 members 
Mstep: Class 20 contains 72191 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 63256 members 
Mstep: Class 26 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644448.000000 Penalty: 55564.910156
Iteration 211F: 27 clusters Score -6.264445e+07 nChanged 0
Entering ConstructFrom: 
Score: -62644448.000000 Penalty: 55564.910156
Entering ConstructFrom: 
Trying to split cluster 1 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -36984.910156 Penalty: 969.498901
	Iteration 0F: 2 clusters Score -36984.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36126.472656 Penalty: 1938.997803
	Iteration 0F: 3 clusters Score -36126.47 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36295.289062 Penalty: 1938.997803
	Iteration 1F: 3 clusters Score -36295.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36358.882812 Penalty: 1938.997803
	Iteration 2F: 3 clusters Score -36358.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36497.949219 Penalty: 1938.997803
	Iteration 3F: 3 clusters Score -36497.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -36620.285156 Penalty: 1938.997803
	Iteration 4F: 3 clusters Score -36620.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -36693.449219 Penalty: 1938.997803
	Iteration 5Q: 3 clusters Score -36693.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -36749.851562 Penalty: 1938.997803
	Iteration 6Q: 3 clusters Score -36749.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -36781.339844 Penalty: 1938.997803
	Iteration 7Q: 3 clusters Score -36781.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -36786.980469 Penalty: 1938.997803
	Iteration 8Q: 3 clusters Score -36786.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -36797.167969 Penalty: 1938.997803
	Iteration 9Q: 3 clusters Score -36797.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -36799.671875 Penalty: 1938.997803
	Iteration 10Q: 3 clusters Score -36799.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -36802.980469 Penalty: 1938.997803
	Iteration 11Q: 3 clusters Score -36802.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -36809.269531 Penalty: 1938.997803
	Iteration 12F: 3 clusters Score -36809.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -36837.644531 Penalty: 1938.997803
	Iteration 13Q: 3 clusters Score -36837.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36884.691406 Penalty: 1938.997803
	Iteration 14Q: 3 clusters Score -36884.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36890.058594 Penalty: 1938.997803
	Iteration 15Q: 3 clusters Score -36890.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36890.058594 Penalty: 1938.997803
	Iteration 16F: 3 clusters Score -36890.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -475740.500000 Penalty: 1345.821167
	Iteration 0F: 2 clusters Score -475740.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -472442.500000 Penalty: 2691.642334
	Iteration 0F: 3 clusters Score -472442.5 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -473294.750000 Penalty: 2691.642334
	Iteration 1F: 3 clusters Score -473294.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -473441.312500 Penalty: 2691.642334
	Iteration 2F: 3 clusters Score -473441.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -473528.312500 Penalty: 2691.642334
	Iteration 3Q: 3 clusters Score -473528.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -473601.687500 Penalty: 2691.642334
	Iteration 4Q: 3 clusters Score -473601.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -473662.687500 Penalty: 2691.642334
	Iteration 5Q: 3 clusters Score -473662.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -473696.343750 Penalty: 2691.642334
	Iteration 6Q: 3 clusters Score -473696.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -473733.781250 Penalty: 2691.642334
	Iteration 7Q: 3 clusters Score -473733.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -473768.062500 Penalty: 2691.642334
	Iteration 8Q: 3 clusters Score -473768.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -473799.312500 Penalty: 2691.642334
	Iteration 9Q: 3 clusters Score -473799.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -473824.312500 Penalty: 2691.642334
	Iteration 10Q: 3 clusters Score -473824.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -473851.968750 Penalty: 2691.642334
	Iteration 11Q: 3 clusters Score -473852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -473885.156250 Penalty: 2691.642334
	Iteration 12Q: 3 clusters Score -473885.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -473918.843750 Penalty: 2691.642334
	Iteration 13Q: 3 clusters Score -473918.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -473955.343750 Penalty: 2691.642334
	Iteration 14Q: 3 clusters Score -473955.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -473989.218750 Penalty: 2691.642334
	Iteration 15Q: 3 clusters Score -473989.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -474021.156250 Penalty: 2691.642334
	Iteration 16Q: 3 clusters Score -474021.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -474052.031250 Penalty: 2691.642334
	Iteration 17Q: 3 clusters Score -474052 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -474080.500000 Penalty: 2691.642334
	Iteration 18Q: 3 clusters Score -474080.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -474109.218750 Penalty: 2691.642334
	Iteration 19Q: 3 clusters Score -474109.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -474130.531250 Penalty: 2691.642334
	Iteration 20F: 3 clusters Score -474130.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -474155.281250 Penalty: 2691.642334
	Iteration 21Q: 3 clusters Score -474155.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -474179.000000 Penalty: 2691.642334
	Iteration 22Q: 3 clusters Score -474179 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -474206.562500 Penalty: 2691.642334
	Iteration 23Q: 3 clusters Score -474206.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -474235.937500 Penalty: 2691.642334
	Iteration 24Q: 3 clusters Score -474235.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -474275.062500 Penalty: 2691.642334
	Iteration 25Q: 3 clusters Score -474275.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -474312.062500 Penalty: 2691.642334
	Iteration 26Q: 3 clusters Score -474312.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -474344.437500 Penalty: 2691.642334
	Iteration 27Q: 3 clusters Score -474344.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -474377.718750 Penalty: 2691.642334
	Iteration 28Q: 3 clusters Score -474377.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -474404.343750 Penalty: 2691.642334
	Iteration 29Q: 3 clusters Score -474404.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -474421.437500 Penalty: 2691.642334
	Iteration 30Q: 3 clusters Score -474421.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -474431.718750 Penalty: 2691.642334
	Iteration 31Q: 3 clusters Score -474431.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -474441.218750 Penalty: 2691.642334
	Iteration 32Q: 3 clusters Score -474441.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -474454.125000 Penalty: 2691.642334
	Iteration 33Q: 3 clusters Score -474454.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -474461.875000 Penalty: 2691.642334
	Iteration 34Q: 3 clusters Score -474461.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -474467.125000 Penalty: 2691.642334
	Iteration 35Q: 3 clusters Score -474467.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -474472.187500 Penalty: 2691.642334
	Iteration 36Q: 3 clusters Score -474472.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -474478.562500 Penalty: 2691.642334
	Iteration 37Q: 3 clusters Score -474478.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -474482.218750 Penalty: 2691.642334
	Iteration 38Q: 3 clusters Score -474482.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -474486.562500 Penalty: 2691.642334
	Iteration 39Q: 3 clusters Score -474486.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -474493.187500 Penalty: 2691.642334
	Iteration 40F: 3 clusters Score -474493.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -474500.750000 Penalty: 2691.642334
	Iteration 41Q: 3 clusters Score -474500.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -474508.156250 Penalty: 2691.642334
	Iteration 42Q: 3 clusters Score -474508.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -474517.656250 Penalty: 2691.642334
	Iteration 43Q: 3 clusters Score -474517.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -474525.000000 Penalty: 2691.642334
	Iteration 44Q: 3 clusters Score -474525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -474528.781250 Penalty: 2691.642334
	Iteration 45Q: 3 clusters Score -474528.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -474535.875000 Penalty: 2691.642334
	Iteration 46Q: 3 clusters Score -474535.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -474539.718750 Penalty: 2691.642334
	Iteration 47Q: 3 clusters Score -474539.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -474543.687500 Penalty: 2691.642334
	Iteration 48Q: 3 clusters Score -474543.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -474546.500000 Penalty: 2691.642334
	Iteration 49Q: 3 clusters Score -474546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -474549.125000 Penalty: 2691.642334
	Iteration 50Q: 3 clusters Score -474549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -474551.718750 Penalty: 2691.642334
	Iteration 51Q: 3 clusters Score -474551.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -474557.531250 Penalty: 2691.642334
	Iteration 52Q: 3 clusters Score -474557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -474559.000000 Penalty: 2691.642334
	Iteration 53Q: 3 clusters Score -474559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -474559.218750 Penalty: 2691.642334
	Iteration 54Q: 3 clusters Score -474559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -474560.781250 Penalty: 2691.642334
	Iteration 55Q: 3 clusters Score -474560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -474562.187500 Penalty: 2691.642334
	Iteration 56Q: 3 clusters Score -474562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -474561.968750 Penalty: 2691.642334
	Iteration 57Q: 3 clusters Score -474562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -474561.968750 Penalty: 2691.642334
	Iteration 58F: 3 clusters Score -474562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -269895.062500 Penalty: 1257.575073
	Iteration 0F: 2 clusters Score -269895.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -267687.593750 Penalty: 2515.150146
	Iteration 0F: 3 clusters Score -267687.6 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -268217.031250 Penalty: 2515.150146
	Iteration 1F: 3 clusters Score -268217 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -268333.906250 Penalty: 2515.150146
	Iteration 2F: 3 clusters Score -268333.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -268421.843750 Penalty: 2515.150146
	Iteration 3Q: 3 clusters Score -268421.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -268479.687500 Penalty: 2515.150146
	Iteration 4Q: 3 clusters Score -268479.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -268521.500000 Penalty: 2515.150146
	Iteration 5Q: 3 clusters Score -268521.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -268557.125000 Penalty: 2515.150146
	Iteration 6Q: 3 clusters Score -268557.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -268593.937500 Penalty: 2515.150146
	Iteration 7Q: 3 clusters Score -268593.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -268635.000000 Penalty: 2515.150146
	Iteration 8Q: 3 clusters Score -268635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -268677.500000 Penalty: 2515.150146
	Iteration 9Q: 3 clusters Score -268677.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -268708.656250 Penalty: 2515.150146
	Iteration 10Q: 3 clusters Score -268708.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -268727.468750 Penalty: 2515.150146
	Iteration 11Q: 3 clusters Score -268727.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -268740.656250 Penalty: 2515.150146
	Iteration 12Q: 3 clusters Score -268740.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -268749.625000 Penalty: 2515.150146
	Iteration 13Q: 3 clusters Score -268749.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -268759.468750 Penalty: 2515.150146
	Iteration 14Q: 3 clusters Score -268759.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -268769.937500 Penalty: 2515.150146
	Iteration 15Q: 3 clusters Score -268769.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -268776.093750 Penalty: 2515.150146
	Iteration 16Q: 3 clusters Score -268776.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -268782.468750 Penalty: 2515.150146
	Iteration 17Q: 3 clusters Score -268782.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -268789.406250 Penalty: 2515.150146
	Iteration 18Q: 3 clusters Score -268789.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -268792.750000 Penalty: 2515.150146
	Iteration 19Q: 3 clusters Score -268792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -268792.750000 Penalty: 2515.150146
	Iteration 20F: 3 clusters Score -268792.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -250879.703125 Penalty: 1253.635010
	Iteration 0F: 2 clusters Score -250879.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -248626.796875 Penalty: 2507.270020
	Iteration 0F: 3 clusters Score -248626.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -249159.953125 Penalty: 2507.270020
	Iteration 1F: 3 clusters Score -249160 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -249328.890625 Penalty: 2507.270020
	Iteration 2F: 3 clusters Score -249328.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -249436.015625 Penalty: 2507.270020
	Iteration 3F: 3 clusters Score -249436 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -249514.750000 Penalty: 2507.270020
	Iteration 4Q: 3 clusters Score -249514.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -249587.203125 Penalty: 2507.270020
	Iteration 5Q: 3 clusters Score -249587.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -249688.187500 Penalty: 2507.270020
	Iteration 6Q: 3 clusters Score -249688.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -249854.656250 Penalty: 2507.270020
	Iteration 7Q: 3 clusters Score -249854.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -250087.593750 Penalty: 2507.270020
	Iteration 8F: 3 clusters Score -250087.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -250260.828125 Penalty: 2507.270020
	Iteration 9F: 3 clusters Score -250260.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -250378.421875 Penalty: 2507.270020
	Iteration 10Q: 3 clusters Score -250378.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -250500.140625 Penalty: 2507.270020
	Iteration 11Q: 3 clusters Score -250500.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -250572.140625 Penalty: 2507.270020
	Iteration 12Q: 3 clusters Score -250572.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -250600.546875 Penalty: 2507.270020
	Iteration 13Q: 3 clusters Score -250600.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -250616.421875 Penalty: 2507.270020
	Iteration 14Q: 3 clusters Score -250616.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -250620.343750 Penalty: 2507.270020
	Iteration 15Q: 3 clusters Score -250620.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -250622.812500 Penalty: 2507.270020
	Iteration 16Q: 3 clusters Score -250622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -250624.859375 Penalty: 2507.270020
	Iteration 17Q: 3 clusters Score -250624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -250624.859375 Penalty: 2507.270020
	Iteration 18F: 3 clusters Score -250624.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -512863.031250 Penalty: 1352.270508
	Iteration 0F: 2 clusters Score -512863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -509502.218750 Penalty: 2704.541016
	Iteration 0F: 3 clusters Score -509502.2 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -510343.375000 Penalty: 2704.541016
	Iteration 1F: 3 clusters Score -510343.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -510484.906250 Penalty: 2704.541016
	Iteration 2F: 3 clusters Score -510484.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -510585.843750 Penalty: 2704.541016
	Iteration 3Q: 3 clusters Score -510585.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -510678.906250 Penalty: 2704.541016
	Iteration 4Q: 3 clusters Score -510678.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -510747.093750 Penalty: 2704.541016
	Iteration 5Q: 3 clusters Score -510747.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -510799.125000 Penalty: 2704.541016
	Iteration 6Q: 3 clusters Score -510799.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -510838.343750 Penalty: 2704.541016
	Iteration 7Q: 3 clusters Score -510838.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -510877.250000 Penalty: 2704.541016
	Iteration 8Q: 3 clusters Score -510877.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -510906.656250 Penalty: 2704.541016
	Iteration 9Q: 3 clusters Score -510906.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -510928.937500 Penalty: 2704.541016
	Iteration 10Q: 3 clusters Score -510928.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -510951.187500 Penalty: 2704.541016
	Iteration 11Q: 3 clusters Score -510951.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -510972.812500 Penalty: 2704.541016
	Iteration 12Q: 3 clusters Score -510972.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -510991.812500 Penalty: 2704.541016
	Iteration 13Q: 3 clusters Score -510991.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -511008.468750 Penalty: 2704.541016
	Iteration 14Q: 3 clusters Score -511008.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -511035.718750 Penalty: 2704.541016
	Iteration 15Q: 3 clusters Score -511035.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -511065.906250 Penalty: 2704.541016
	Iteration 16Q: 3 clusters Score -511065.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -511092.750000 Penalty: 2704.541016
	Iteration 17Q: 3 clusters Score -511092.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -511128.687500 Penalty: 2704.541016
	Iteration 18Q: 3 clusters Score -511128.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -511159.250000 Penalty: 2704.541016
	Iteration 19Q: 3 clusters Score -511159.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -511192.843750 Penalty: 2704.541016
	Iteration 20F: 3 clusters Score -511192.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -511234.968750 Penalty: 2704.541016
	Iteration 21Q: 3 clusters Score -511235 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -511295.562500 Penalty: 2704.541016
	Iteration 22Q: 3 clusters Score -511295.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -511359.875000 Penalty: 2704.541016
	Iteration 23Q: 3 clusters Score -511359.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -511423.781250 Penalty: 2704.541016
	Iteration 24Q: 3 clusters Score -511423.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -511486.375000 Penalty: 2704.541016
	Iteration 25Q: 3 clusters Score -511486.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -511531.062500 Penalty: 2704.541016
	Iteration 26Q: 3 clusters Score -511531.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -511560.437500 Penalty: 2704.541016
	Iteration 27Q: 3 clusters Score -511560.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -511579.656250 Penalty: 2704.541016
	Iteration 28Q: 3 clusters Score -511579.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -511588.468750 Penalty: 2704.541016
	Iteration 29Q: 3 clusters Score -511588.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -511592.093750 Penalty: 2704.541016
	Iteration 30Q: 3 clusters Score -511592.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -511595.062500 Penalty: 2704.541016
	Iteration 31Q: 3 clusters Score -511595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -511597.656250 Penalty: 2704.541016
	Iteration 32Q: 3 clusters Score -511597.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -511601.250000 Penalty: 2704.541016
	Iteration 33Q: 3 clusters Score -511601.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -511605.406250 Penalty: 2704.541016
	Iteration 34Q: 3 clusters Score -511605.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -511607.812500 Penalty: 2704.541016
	Iteration 35Q: 3 clusters Score -511607.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -511610.625000 Penalty: 2704.541016
	Iteration 36Q: 3 clusters Score -511610.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -511611.125000 Penalty: 2704.541016
	Iteration 37Q: 3 clusters Score -511611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -511613.093750 Penalty: 2704.541016
	Iteration 38Q: 3 clusters Score -511613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -511613.656250 Penalty: 2704.541016
	Iteration 39Q: 3 clusters Score -511613.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -511616.281250 Penalty: 2704.541016
	Iteration 40F: 3 clusters Score -511616.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -511619.562500 Penalty: 2704.541016
	Iteration 41Q: 3 clusters Score -511619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -511623.687500 Penalty: 2704.541016
	Iteration 42Q: 3 clusters Score -511623.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -511626.937500 Penalty: 2704.541016
	Iteration 43Q: 3 clusters Score -511626.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -511630.656250 Penalty: 2704.541016
	Iteration 44Q: 3 clusters Score -511630.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -511633.968750 Penalty: 2704.541016
	Iteration 45Q: 3 clusters Score -511634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -511636.281250 Penalty: 2704.541016
	Iteration 46Q: 3 clusters Score -511636.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -511639.187500 Penalty: 2704.541016
	Iteration 47Q: 3 clusters Score -511639.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -511644.562500 Penalty: 2704.541016
	Iteration 48Q: 3 clusters Score -511644.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -511649.781250 Penalty: 2704.541016
	Iteration 49Q: 3 clusters Score -511649.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -511656.687500 Penalty: 2704.541016
	Iteration 50Q: 3 clusters Score -511656.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -511660.312500 Penalty: 2704.541016
	Iteration 51Q: 3 clusters Score -511660.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -511662.750000 Penalty: 2704.541016
	Iteration 52Q: 3 clusters Score -511662.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -511666.687500 Penalty: 2704.541016
	Iteration 53Q: 3 clusters Score -511666.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -511669.906250 Penalty: 2704.541016
	Iteration 54Q: 3 clusters Score -511669.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -511672.281250 Penalty: 2704.541016
	Iteration 55Q: 3 clusters Score -511672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -511674.593750 Penalty: 2704.541016
	Iteration 56Q: 3 clusters Score -511674.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -511678.531250 Penalty: 2704.541016
	Iteration 57Q: 3 clusters Score -511678.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -511681.031250 Penalty: 2704.541016
	Iteration 58Q: 3 clusters Score -511681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -511682.250000 Penalty: 2704.541016
	Iteration 59Q: 3 clusters Score -511682.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -511682.093750 Penalty: 2704.541016
	Iteration 60F: 3 clusters Score -511682.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -511682.468750 Penalty: 2704.541016
	Iteration 61Q: 3 clusters Score -511682.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -511682.468750 Penalty: 2704.541016
	Iteration 62F: 3 clusters Score -511682.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Entering Unmasked Estep 
Score: -404366.812500 Penalty: 1316.029541
	Iteration 0F: 2 clusters Score -404366.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -401495.500000 Penalty: 2632.059082
	Iteration 0F: 3 clusters Score -401495.5 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -402298.406250 Penalty: 2632.059082
	Iteration 1F: 3 clusters Score -402298.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -402477.156250 Penalty: 2632.059082
	Iteration 2F: 3 clusters Score -402477.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -402598.500000 Penalty: 2632.059082
	Iteration 3F: 3 clusters Score -402598.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -402687.906250 Penalty: 2632.059082
	Iteration 4Q: 3 clusters Score -402687.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -402762.968750 Penalty: 2632.059082
	Iteration 5Q: 3 clusters Score -402763 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -402826.687500 Penalty: 2632.059082
	Iteration 6Q: 3 clusters Score -402826.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -402932.750000 Penalty: 2632.059082
	Iteration 7Q: 3 clusters Score -402932.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -403043.656250 Penalty: 2632.059082
	Iteration 8Q: 3 clusters Score -403043.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -403135.000000 Penalty: 2632.059082
	Iteration 9Q: 3 clusters Score -403135 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -403216.250000 Penalty: 2632.059082
	Iteration 10Q: 3 clusters Score -403216.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -403314.468750 Penalty: 2632.059082
	Iteration 11Q: 3 clusters Score -403314.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -403397.375000 Penalty: 2632.059082
	Iteration 12Q: 3 clusters Score -403397.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -403448.156250 Penalty: 2632.059082
	Iteration 13Q: 3 clusters Score -403448.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -403481.937500 Penalty: 2632.059082
	Iteration 14Q: 3 clusters Score -403481.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -403505.812500 Penalty: 2632.059082
	Iteration 15Q: 3 clusters Score -403505.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -403518.468750 Penalty: 2632.059082
	Iteration 16Q: 3 clusters Score -403518.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -403527.218750 Penalty: 2632.059082
	Iteration 17Q: 3 clusters Score -403527.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -403533.718750 Penalty: 2632.059082
	Iteration 18Q: 3 clusters Score -403533.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -403541.500000 Penalty: 2632.059082
	Iteration 19Q: 3 clusters Score -403541.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -403549.312500 Penalty: 2632.059082
	Iteration 20F: 3 clusters Score -403549.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -403556.000000 Penalty: 2632.059082
	Iteration 21Q: 3 clusters Score -403556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -403561.406250 Penalty: 2632.059082
	Iteration 22Q: 3 clusters Score -403561.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -403568.812500 Penalty: 2632.059082
	Iteration 23Q: 3 clusters Score -403568.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -403575.437500 Penalty: 2632.059082
	Iteration 24Q: 3 clusters Score -403575.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -403582.750000 Penalty: 2632.059082
	Iteration 25Q: 3 clusters Score -403582.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -403589.062500 Penalty: 2632.059082
	Iteration 26Q: 3 clusters Score -403589.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -403596.875000 Penalty: 2632.059082
	Iteration 27Q: 3 clusters Score -403596.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -403601.281250 Penalty: 2632.059082
	Iteration 28Q: 3 clusters Score -403601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -403602.812500 Penalty: 2632.059082
	Iteration 29Q: 3 clusters Score -403602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -403603.406250 Penalty: 2632.059082
	Iteration 30Q: 3 clusters Score -403603.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -403603.750000 Penalty: 2632.059082
	Iteration 31Q: 3 clusters Score -403603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -403604.218750 Penalty: 2632.059082
	Iteration 32Q: 3 clusters Score -403604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -403605.781250 Penalty: 2632.059082
	Iteration 33Q: 3 clusters Score -403605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -403608.437500 Penalty: 2632.059082
	Iteration 34Q: 3 clusters Score -403608.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -403613.687500 Penalty: 2632.059082
	Iteration 35Q: 3 clusters Score -403613.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -403616.656250 Penalty: 2632.059082
	Iteration 36Q: 3 clusters Score -403616.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -403618.625000 Penalty: 2632.059082
	Iteration 37Q: 3 clusters Score -403618.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -403620.812500 Penalty: 2632.059082
	Iteration 38Q: 3 clusters Score -403620.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -403626.437500 Penalty: 2632.059082
	Iteration 39Q: 3 clusters Score -403626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -403629.500000 Penalty: 2632.059082
	Iteration 40F: 3 clusters Score -403629.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -403633.250000 Penalty: 2632.059082
	Iteration 41Q: 3 clusters Score -403633.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -403636.875000 Penalty: 2632.059082
	Iteration 42Q: 3 clusters Score -403636.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -403643.375000 Penalty: 2632.059082
	Iteration 43Q: 3 clusters Score -403643.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -403661.625000 Penalty: 2632.059082
	Iteration 44Q: 3 clusters Score -403661.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -403691.281250 Penalty: 2632.059082
	Iteration 45Q: 3 clusters Score -403691.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -403713.937500 Penalty: 2632.059082
	Iteration 46Q: 3 clusters Score -403713.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -403730.156250 Penalty: 2632.059082
	Iteration 47Q: 3 clusters Score -403730.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -403743.718750 Penalty: 2632.059082
	Iteration 48Q: 3 clusters Score -403743.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -403751.187500 Penalty: 2632.059082
	Iteration 49Q: 3 clusters Score -403751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -403757.031250 Penalty: 2632.059082
	Iteration 50Q: 3 clusters Score -403757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -403767.125000 Penalty: 2632.059082
	Iteration 51Q: 3 clusters Score -403767.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -403774.031250 Penalty: 2632.059082
	Iteration 52Q: 3 clusters Score -403774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -403776.625000 Penalty: 2632.059082
	Iteration 53Q: 3 clusters Score -403776.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -403779.468750 Penalty: 2632.059082
	Iteration 54Q: 3 clusters Score -403779.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -403781.812500 Penalty: 2632.059082
	Iteration 55Q: 3 clusters Score -403781.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -403784.562500 Penalty: 2632.059082
	Iteration 56Q: 3 clusters Score -403784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -403786.562500 Penalty: 2632.059082
	Iteration 57Q: 3 clusters Score -403786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -403788.625000 Penalty: 2632.059082
	Iteration 58Q: 3 clusters Score -403788.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -403788.875000 Penalty: 2632.059082
	Iteration 59Q: 3 clusters Score -403788.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -403788.875000 Penalty: 2632.059082
	Iteration 60F: 3 clusters Score -403788.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Entering Unmasked Estep 
Score: -2129185.000000 Penalty: 1590.279541
	Iteration 0F: 2 clusters Score -2129185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2116925.750000 Penalty: 3180.559082
	Iteration 0F: 3 clusters Score -2116926 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2121331.500000 Penalty: 3180.559082
	Iteration 1F: 3 clusters Score -2121332 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2121671.500000 Penalty: 3180.559082
	Iteration 2F: 3 clusters Score -2121672 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2121974.000000 Penalty: 3180.559082
	Iteration 3Q: 3 clusters Score -2121974 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2122288.750000 Penalty: 3180.559082
	Iteration 4Q: 3 clusters Score -2122289 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2122611.500000 Penalty: 3180.559082
	Iteration 5Q: 3 clusters Score -2122612 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2122980.750000 Penalty: 3180.559082
	Iteration 6Q: 3 clusters Score -2122981 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2123461.000000 Penalty: 3180.559082
	Iteration 7Q: 3 clusters Score -2123461 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2124162.000000 Penalty: 3180.559082
	Iteration 8F: 3 clusters Score -2124162 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2124999.500000 Penalty: 3180.559082
	Iteration 9F: 3 clusters Score -2125000 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2125940.000000 Penalty: 3180.559082
	Iteration 10F: 3 clusters Score -2125940 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2126684.000000 Penalty: 3180.559082
	Iteration 11Q: 3 clusters Score -2126684 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2127147.750000 Penalty: 3180.559082
	Iteration 12Q: 3 clusters Score -2127148 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2127452.500000 Penalty: 3180.559082
	Iteration 13Q: 3 clusters Score -2127452 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2127611.250000 Penalty: 3180.559082
	Iteration 14Q: 3 clusters Score -2127611 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2127707.750000 Penalty: 3180.559082
	Iteration 15Q: 3 clusters Score -2127708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2127775.500000 Penalty: 3180.559082
	Iteration 16Q: 3 clusters Score -2127776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2127831.750000 Penalty: 3180.559082
	Iteration 17Q: 3 clusters Score -2127832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2127859.250000 Penalty: 3180.559082
	Iteration 18Q: 3 clusters Score -2127859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2127884.750000 Penalty: 3180.559082
	Iteration 19Q: 3 clusters Score -2127885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2127899.250000 Penalty: 3180.559082
	Iteration 20F: 3 clusters Score -2127899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2127912.750000 Penalty: 3180.559082
	Iteration 21Q: 3 clusters Score -2127913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2127921.500000 Penalty: 3180.559082
	Iteration 22Q: 3 clusters Score -2127922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2127930.000000 Penalty: 3180.559082
	Iteration 23Q: 3 clusters Score -2127930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2127935.500000 Penalty: 3180.559082
	Iteration 24Q: 3 clusters Score -2127936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2127937.750000 Penalty: 3180.559082
	Iteration 25Q: 3 clusters Score -2127938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2127944.000000 Penalty: 3180.559082
	Iteration 26Q: 3 clusters Score -2127944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2127946.500000 Penalty: 3180.559082
	Iteration 27Q: 3 clusters Score -2127946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2127946.500000 Penalty: 3180.559082
	Iteration 28F: 3 clusters Score -2127946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77722 members 
Entering Unmasked Estep 
Score: -9675583.000000 Penalty: 1829.895264
	Iteration 0F: 2 clusters Score -9675583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -9627100.000000 Penalty: 3659.790527
	Iteration 0F: 3 clusters Score -9627100 nChanged 36847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -9648413.000000 Penalty: 3659.790527
	Iteration 1F: 3 clusters Score -9648413 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -9649185.000000 Penalty: 3659.790527
	Iteration 2Q: 3 clusters Score -9649185 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -9650320.000000 Penalty: 3659.790527
	Iteration 3Q: 3 clusters Score -9650320 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -9652104.000000 Penalty: 3659.790527
	Iteration 4Q: 3 clusters Score -9652104 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -9654970.000000 Penalty: 3659.790527
	Iteration 5F: 3 clusters Score -9654970 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
Score: -9659052.000000 Penalty: 3659.790527
	Iteration 6F: 3 clusters Score -9659052 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 65418 members 
Entering Unmasked Estep 
Score: -9663816.000000 Penalty: 3659.790527
	Iteration 7F: 3 clusters Score -9663816 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
Score: -9667803.000000 Penalty: 3659.790527
	Iteration 8F: 3 clusters Score -9667803 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -9670686.000000 Penalty: 3659.790527
	Iteration 9Q: 3 clusters Score -9670686 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 75947 members 
Entering Unmasked Estep 
Score: -9672381.000000 Penalty: 3659.790527
	Iteration 10Q: 3 clusters Score -9672381 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 76824 members 
Entering Unmasked Estep 
Score: -9673183.000000 Penalty: 3659.790527
	Iteration 11Q: 3 clusters Score -9673183 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -9673545.000000 Penalty: 3659.790527
	Iteration 12Q: 3 clusters Score -9673545 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 77325 members 
Entering Unmasked Estep 
Score: -9673716.000000 Penalty: 3659.790527
	Iteration 13Q: 3 clusters Score -9673716 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -9673810.000000 Penalty: 3659.790527
	Iteration 14Q: 3 clusters Score -9673810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -9673886.000000 Penalty: 3659.790527
	Iteration 15Q: 3 clusters Score -9673886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -9673925.000000 Penalty: 3659.790527
	Iteration 16Q: 3 clusters Score -9673925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 77486 members 
Entering Unmasked Estep 
Score: -9673951.000000 Penalty: 3659.790527
	Iteration 17Q: 3 clusters Score -9673951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 77489 members 
Entering Unmasked Estep 
Score: -9673961.000000 Penalty: 3659.790527
	Iteration 18Q: 3 clusters Score -9673961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 77497 members 
Entering Unmasked Estep 
Score: -9673977.000000 Penalty: 3659.790527
	Iteration 19Q: 3 clusters Score -9673977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 77501 members 
Entering Unmasked Estep 
Score: -9673987.000000 Penalty: 3659.790527
	Iteration 20F: 3 clusters Score -9673987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 77503 members 
Entering Unmasked Estep 
Score: -9673994.000000 Penalty: 3659.790527
	Iteration 21Q: 3 clusters Score -9673994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -9673995.000000 Penalty: 3659.790527
	Iteration 22Q: 3 clusters Score -9673995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -9673995.000000 Penalty: 3659.790527
	Iteration 23F: 3 clusters Score -9673995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18541.357422 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -18541.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17921.925781 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -17921.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18120.595703 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -18120.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18203.960938 Penalty: 1708.686035
	Iteration 2F: 3 clusters Score -18203.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18215.582031 Penalty: 1708.686035
	Iteration 3Q: 3 clusters Score -18215.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18237.496094 Penalty: 1708.686035
	Iteration 4Q: 3 clusters Score -18237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18241.263672 Penalty: 1708.686035
	Iteration 5Q: 3 clusters Score -18241.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18244.322266 Penalty: 1708.686035
	Iteration 6Q: 3 clusters Score -18244.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18244.322266 Penalty: 1708.686035
	Iteration 7F: 3 clusters Score -18244.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Entering Unmasked Estep 
Score: -2554355.250000 Penalty: 1613.827881
	Iteration 0F: 2 clusters Score -2554355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2540385.750000 Penalty: 3227.655762
	Iteration 0F: 3 clusters Score -2540386 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2545530.000000 Penalty: 3227.655762
	Iteration 1F: 3 clusters Score -2545530 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2546053.000000 Penalty: 3227.655762
	Iteration 2F: 3 clusters Score -2546053 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2546601.750000 Penalty: 3227.655762
	Iteration 3F: 3 clusters Score -2546602 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2547195.500000 Penalty: 3227.655762
	Iteration 4F: 3 clusters Score -2547196 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2547875.750000 Penalty: 3227.655762
	Iteration 5F: 3 clusters Score -2547876 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2548643.750000 Penalty: 3227.655762
	Iteration 6F: 3 clusters Score -2548644 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2549433.250000 Penalty: 3227.655762
	Iteration 7F: 3 clusters Score -2549433 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2550146.750000 Penalty: 3227.655762
	Iteration 8F: 3 clusters Score -2550147 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2550801.750000 Penalty: 3227.655762
	Iteration 9Q: 3 clusters Score -2550802 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2551392.250000 Penalty: 3227.655762
	Iteration 10Q: 3 clusters Score -2551392 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2551879.750000 Penalty: 3227.655762
	Iteration 11Q: 3 clusters Score -2551880 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2552207.750000 Penalty: 3227.655762
	Iteration 12Q: 3 clusters Score -2552208 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2552438.750000 Penalty: 3227.655762
	Iteration 13Q: 3 clusters Score -2552439 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2552615.500000 Penalty: 3227.655762
	Iteration 14Q: 3 clusters Score -2552616 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2552738.250000 Penalty: 3227.655762
	Iteration 15Q: 3 clusters Score -2552738 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2552822.750000 Penalty: 3227.655762
	Iteration 16Q: 3 clusters Score -2552823 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2552883.250000 Penalty: 3227.655762
	Iteration 17Q: 3 clusters Score -2552883 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2552925.000000 Penalty: 3227.655762
	Iteration 18Q: 3 clusters Score -2552925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2552953.250000 Penalty: 3227.655762
	Iteration 19Q: 3 clusters Score -2552953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2552963.750000 Penalty: 3227.655762
	Iteration 20F: 3 clusters Score -2552964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2552971.250000 Penalty: 3227.655762
	Iteration 21Q: 3 clusters Score -2552971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2552975.250000 Penalty: 3227.655762
	Iteration 22Q: 3 clusters Score -2552975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2552980.750000 Penalty: 3227.655762
	Iteration 23Q: 3 clusters Score -2552981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2552982.250000 Penalty: 3227.655762
	Iteration 24Q: 3 clusters Score -2552982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2552982.500000 Penalty: 3227.655762
	Iteration 25Q: 3 clusters Score -2552982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2552984.500000 Penalty: 3227.655762
	Iteration 26Q: 3 clusters Score -2552984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2552985.250000 Penalty: 3227.655762
	Iteration 27Q: 3 clusters Score -2552985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2552990.000000 Penalty: 3227.655762
	Iteration 28Q: 3 clusters Score -2552990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2552988.000000 Penalty: 3227.655762
	Iteration 29Q: 3 clusters Score -2552988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2552989.000000 Penalty: 3227.655762
	Iteration 30Q: 3 clusters Score -2552989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2552990.500000 Penalty: 3227.655762
	Iteration 31Q: 3 clusters Score -2552990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2552990.500000 Penalty: 3227.655762
	Iteration 32F: 3 clusters Score -2552990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -243273.281250 Penalty: 1231.614746
	Iteration 0F: 2 clusters Score -243273.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -241167.500000 Penalty: 2463.229492
	Iteration 0F: 3 clusters Score -241167.5 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -241594.625000 Penalty: 2463.229492
	Iteration 1F: 3 clusters Score -241594.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -241723.046875 Penalty: 2463.229492
	Iteration 2F: 3 clusters Score -241723 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -241803.281250 Penalty: 2463.229492
	Iteration 3F: 3 clusters Score -241803.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -241853.296875 Penalty: 2463.229492
	Iteration 4Q: 3 clusters Score -241853.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -241894.687500 Penalty: 2463.229492
	Iteration 5Q: 3 clusters Score -241894.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -241936.625000 Penalty: 2463.229492
	Iteration 6Q: 3 clusters Score -241936.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -241984.078125 Penalty: 2463.229492
	Iteration 7Q: 3 clusters Score -241984.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -242028.750000 Penalty: 2463.229492
	Iteration 8Q: 3 clusters Score -242028.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -242069.890625 Penalty: 2463.229492
	Iteration 9Q: 3 clusters Score -242069.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -242103.109375 Penalty: 2463.229492
	Iteration 10Q: 3 clusters Score -242103.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -242124.359375 Penalty: 2463.229492
	Iteration 11Q: 3 clusters Score -242124.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -242147.515625 Penalty: 2463.229492
	Iteration 12Q: 3 clusters Score -242147.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -242167.093750 Penalty: 2463.229492
	Iteration 13Q: 3 clusters Score -242167.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -242187.265625 Penalty: 2463.229492
	Iteration 14Q: 3 clusters Score -242187.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -242206.203125 Penalty: 2463.229492
	Iteration 15Q: 3 clusters Score -242206.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -242217.843750 Penalty: 2463.229492
	Iteration 16Q: 3 clusters Score -242217.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -242234.671875 Penalty: 2463.229492
	Iteration 17Q: 3 clusters Score -242234.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -242245.390625 Penalty: 2463.229492
	Iteration 18Q: 3 clusters Score -242245.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -242259.796875 Penalty: 2463.229492
	Iteration 19Q: 3 clusters Score -242259.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -242271.671875 Penalty: 2463.229492
	Iteration 20F: 3 clusters Score -242271.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -242286.453125 Penalty: 2463.229492
	Iteration 21Q: 3 clusters Score -242286.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -242298.906250 Penalty: 2463.229492
	Iteration 22Q: 3 clusters Score -242298.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -242316.578125 Penalty: 2463.229492
	Iteration 23Q: 3 clusters Score -242316.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -242336.187500 Penalty: 2463.229492
	Iteration 24Q: 3 clusters Score -242336.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -242353.000000 Penalty: 2463.229492
	Iteration 25Q: 3 clusters Score -242353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -242366.187500 Penalty: 2463.229492
	Iteration 26Q: 3 clusters Score -242366.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -242374.281250 Penalty: 2463.229492
	Iteration 27Q: 3 clusters Score -242374.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -242379.062500 Penalty: 2463.229492
	Iteration 28Q: 3 clusters Score -242379.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -242387.062500 Penalty: 2463.229492
	Iteration 29Q: 3 clusters Score -242387.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -242396.265625 Penalty: 2463.229492
	Iteration 30Q: 3 clusters Score -242396.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -242404.312500 Penalty: 2463.229492
	Iteration 31Q: 3 clusters Score -242404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -242405.750000 Penalty: 2463.229492
	Iteration 32Q: 3 clusters Score -242405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -242409.359375 Penalty: 2463.229492
	Iteration 33Q: 3 clusters Score -242409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -242410.953125 Penalty: 2463.229492
	Iteration 34Q: 3 clusters Score -242411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -242413.390625 Penalty: 2463.229492
	Iteration 35Q: 3 clusters Score -242413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -242417.437500 Penalty: 2463.229492
	Iteration 36Q: 3 clusters Score -242417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -242417.515625 Penalty: 2463.229492
	Iteration 37Q: 3 clusters Score -242417.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -242417.515625 Penalty: 2463.229492
	Iteration 38F: 3 clusters Score -242417.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Entering Unmasked Estep 
Score: -7860006.500000 Penalty: 1796.749390
	Iteration 0F: 2 clusters Score -7860006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -7818618.000000 Penalty: 3593.498779
	Iteration 0F: 3 clusters Score -7818618 nChanged 29982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -7835478.500000 Penalty: 3593.498779
	Iteration 1F: 3 clusters Score -7835478 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -7835977.000000 Penalty: 3593.498779
	Iteration 2Q: 3 clusters Score -7835977 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -7836627.000000 Penalty: 3593.498779
	Iteration 3Q: 3 clusters Score -7836627 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -7837535.000000 Penalty: 3593.498779
	Iteration 4Q: 3 clusters Score -7837535 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -7839053.500000 Penalty: 3593.498779
	Iteration 5Q: 3 clusters Score -7839054 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -7841512.000000 Penalty: 3593.498779
	Iteration 6F: 3 clusters Score -7841512 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -7845305.500000 Penalty: 3593.498779
	Iteration 7F: 3 clusters Score -7845306 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -7849971.500000 Penalty: 3593.498779
	Iteration 8F: 3 clusters Score -7849972 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -7854164.000000 Penalty: 3593.498779
	Iteration 9F: 3 clusters Score -7854164 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7856713.500000 Penalty: 3593.498779
	Iteration 10Q: 3 clusters Score -7856714 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7857726.000000 Penalty: 3593.498779
	Iteration 11Q: 3 clusters Score -7857726 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7858117.000000 Penalty: 3593.498779
	Iteration 12Q: 3 clusters Score -7858117 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7858284.500000 Penalty: 3593.498779
	Iteration 13Q: 3 clusters Score -7858284 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7858348.000000 Penalty: 3593.498779
	Iteration 14Q: 3 clusters Score -7858348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7858385.000000 Penalty: 3593.498779
	Iteration 15Q: 3 clusters Score -7858385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7858420.000000 Penalty: 3593.498779
	Iteration 16Q: 3 clusters Score -7858420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7858425.500000 Penalty: 3593.498779
	Iteration 17Q: 3 clusters Score -7858426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7858434.000000 Penalty: 3593.498779
	Iteration 18Q: 3 clusters Score -7858434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7858435.500000 Penalty: 3593.498779
	Iteration 19Q: 3 clusters Score -7858436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7858439.500000 Penalty: 3593.498779
	Iteration 20F: 3 clusters Score -7858440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7858451.500000 Penalty: 3593.498779
	Iteration 21Q: 3 clusters Score -7858452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7858460.500000 Penalty: 3593.498779
	Iteration 22Q: 3 clusters Score -7858460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7858468.000000 Penalty: 3593.498779
	Iteration 23Q: 3 clusters Score -7858468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7858466.500000 Penalty: 3593.498779
	Iteration 24Q: 3 clusters Score -7858466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7858470.000000 Penalty: 3593.498779
	Iteration 25Q: 3 clusters Score -7858470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7858468.500000 Penalty: 3593.498779
	Iteration 26Q: 3 clusters Score -7858468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7858476.000000 Penalty: 3593.498779
	Iteration 27Q: 3 clusters Score -7858476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7858477.000000 Penalty: 3593.498779
	Iteration 28Q: 3 clusters Score -7858477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7858477.000000 Penalty: 3593.498779
	Iteration 29F: 3 clusters Score -7858477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -147142.062500 Penalty: 1150.914185
	Iteration 0F: 2 clusters Score -147142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -145532.843750 Penalty: 2301.828369
	Iteration 0F: 3 clusters Score -145532.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -145820.671875 Penalty: 2301.828369
	Iteration 1F: 3 clusters Score -145820.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -145916.484375 Penalty: 2301.828369
	Iteration 2F: 3 clusters Score -145916.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -145977.703125 Penalty: 2301.828369
	Iteration 3Q: 3 clusters Score -145977.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -146015.265625 Penalty: 2301.828369
	Iteration 4Q: 3 clusters Score -146015.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -146043.328125 Penalty: 2301.828369
	Iteration 5Q: 3 clusters Score -146043.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -146072.578125 Penalty: 2301.828369
	Iteration 6Q: 3 clusters Score -146072.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -146097.515625 Penalty: 2301.828369
	Iteration 7Q: 3 clusters Score -146097.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -146116.984375 Penalty: 2301.828369
	Iteration 8Q: 3 clusters Score -146117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -146132.984375 Penalty: 2301.828369
	Iteration 9Q: 3 clusters Score -146133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -146145.484375 Penalty: 2301.828369
	Iteration 10Q: 3 clusters Score -146145.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -146153.718750 Penalty: 2301.828369
	Iteration 11Q: 3 clusters Score -146153.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -146161.812500 Penalty: 2301.828369
	Iteration 12Q: 3 clusters Score -146161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -146167.312500 Penalty: 2301.828369
	Iteration 13Q: 3 clusters Score -146167.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -146169.750000 Penalty: 2301.828369
	Iteration 14Q: 3 clusters Score -146169.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -146172.718750 Penalty: 2301.828369
	Iteration 15Q: 3 clusters Score -146172.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -146176.031250 Penalty: 2301.828369
	Iteration 16Q: 3 clusters Score -146176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -146179.812500 Penalty: 2301.828369
	Iteration 17Q: 3 clusters Score -146179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -146182.031250 Penalty: 2301.828369
	Iteration 18Q: 3 clusters Score -146182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -146183.000000 Penalty: 2301.828369
	Iteration 19Q: 3 clusters Score -146183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -146184.828125 Penalty: 2301.828369
	Iteration 20F: 3 clusters Score -146184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -146185.562500 Penalty: 2301.828369
	Iteration 21Q: 3 clusters Score -146185.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -146185.562500 Penalty: 2301.828369
	Iteration 22F: 3 clusters Score -146185.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Entering Unmasked Estep 
Score: -382905.281250 Penalty: 1309.991699
	Iteration 0F: 2 clusters Score -382905.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -380124.500000 Penalty: 2619.983398
	Iteration 0F: 3 clusters Score -380124.5 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -380742.718750 Penalty: 2619.983398
	Iteration 1F: 3 clusters Score -380742.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -380864.187500 Penalty: 2619.983398
	Iteration 2F: 3 clusters Score -380864.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -380948.281250 Penalty: 2619.983398
	Iteration 3Q: 3 clusters Score -380948.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -381008.406250 Penalty: 2619.983398
	Iteration 4Q: 3 clusters Score -381008.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -381053.906250 Penalty: 2619.983398
	Iteration 5Q: 3 clusters Score -381053.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -381089.187500 Penalty: 2619.983398
	Iteration 6Q: 3 clusters Score -381089.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -381121.000000 Penalty: 2619.983398
	Iteration 7Q: 3 clusters Score -381121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -381144.312500 Penalty: 2619.983398
	Iteration 8Q: 3 clusters Score -381144.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -381170.031250 Penalty: 2619.983398
	Iteration 9Q: 3 clusters Score -381170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -381192.843750 Penalty: 2619.983398
	Iteration 10Q: 3 clusters Score -381192.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -381215.031250 Penalty: 2619.983398
	Iteration 11Q: 3 clusters Score -381215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -381232.125000 Penalty: 2619.983398
	Iteration 12Q: 3 clusters Score -381232.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -381256.218750 Penalty: 2619.983398
	Iteration 13Q: 3 clusters Score -381256.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -381277.625000 Penalty: 2619.983398
	Iteration 14Q: 3 clusters Score -381277.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -381293.750000 Penalty: 2619.983398
	Iteration 15Q: 3 clusters Score -381293.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -381303.062500 Penalty: 2619.983398
	Iteration 16Q: 3 clusters Score -381303.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -381310.437500 Penalty: 2619.983398
	Iteration 17Q: 3 clusters Score -381310.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -381315.250000 Penalty: 2619.983398
	Iteration 18Q: 3 clusters Score -381315.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -381318.218750 Penalty: 2619.983398
	Iteration 19Q: 3 clusters Score -381318.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -381323.718750 Penalty: 2619.983398
	Iteration 20F: 3 clusters Score -381323.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -381329.531250 Penalty: 2619.983398
	Iteration 21Q: 3 clusters Score -381329.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -381332.125000 Penalty: 2619.983398
	Iteration 22Q: 3 clusters Score -381332.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -381335.343750 Penalty: 2619.983398
	Iteration 23Q: 3 clusters Score -381335.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -381340.718750 Penalty: 2619.983398
	Iteration 24Q: 3 clusters Score -381340.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -381344.281250 Penalty: 2619.983398
	Iteration 25Q: 3 clusters Score -381344.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -381345.687500 Penalty: 2619.983398
	Iteration 26Q: 3 clusters Score -381345.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -381346.000000 Penalty: 2619.983398
	Iteration 27Q: 3 clusters Score -381346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -381349.562500 Penalty: 2619.983398
	Iteration 28Q: 3 clusters Score -381349.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -381351.781250 Penalty: 2619.983398
	Iteration 29Q: 3 clusters Score -381351.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -381356.718750 Penalty: 2619.983398
	Iteration 30Q: 3 clusters Score -381356.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -381362.000000 Penalty: 2619.983398
	Iteration 31Q: 3 clusters Score -381362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -381366.406250 Penalty: 2619.983398
	Iteration 32Q: 3 clusters Score -381366.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -381369.312500 Penalty: 2619.983398
	Iteration 33Q: 3 clusters Score -381369.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -381371.562500 Penalty: 2619.983398
	Iteration 34Q: 3 clusters Score -381371.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -381377.687500 Penalty: 2619.983398
	Iteration 35Q: 3 clusters Score -381377.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -381381.687500 Penalty: 2619.983398
	Iteration 36Q: 3 clusters Score -381381.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -381386.312500 Penalty: 2619.983398
	Iteration 37Q: 3 clusters Score -381386.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -381391.093750 Penalty: 2619.983398
	Iteration 38Q: 3 clusters Score -381391.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -381392.406250 Penalty: 2619.983398
	Iteration 39Q: 3 clusters Score -381392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -381394.250000 Penalty: 2619.983398
	Iteration 40F: 3 clusters Score -381394.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -381396.875000 Penalty: 2619.983398
	Iteration 41Q: 3 clusters Score -381396.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -381398.125000 Penalty: 2619.983398
	Iteration 42Q: 3 clusters Score -381398.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -381400.218750 Penalty: 2619.983398
	Iteration 43Q: 3 clusters Score -381400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -381401.562500 Penalty: 2619.983398
	Iteration 44Q: 3 clusters Score -381401.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -381402.281250 Penalty: 2619.983398
	Iteration 45Q: 3 clusters Score -381402.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -381402.625000 Penalty: 2619.983398
	Iteration 46Q: 3 clusters Score -381402.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -381403.937500 Penalty: 2619.983398
	Iteration 47Q: 3 clusters Score -381403.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -381405.437500 Penalty: 2619.983398
	Iteration 48Q: 3 clusters Score -381405.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -381406.937500 Penalty: 2619.983398
	Iteration 49Q: 3 clusters Score -381406.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -381408.843750 Penalty: 2619.983398
	Iteration 50Q: 3 clusters Score -381408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -381409.593750 Penalty: 2619.983398
	Iteration 51Q: 3 clusters Score -381409.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -381411.312500 Penalty: 2619.983398
	Iteration 52Q: 3 clusters Score -381411.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -381412.312500 Penalty: 2619.983398
	Iteration 53Q: 3 clusters Score -381412.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -381413.500000 Penalty: 2619.983398
	Iteration 54Q: 3 clusters Score -381413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -381415.781250 Penalty: 2619.983398
	Iteration 55Q: 3 clusters Score -381415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -381416.218750 Penalty: 2619.983398
	Iteration 56Q: 3 clusters Score -381416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -381415.906250 Penalty: 2619.983398
	Iteration 57Q: 3 clusters Score -381415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -381415.906250 Penalty: 2619.983398
	Iteration 58F: 3 clusters Score -381415.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Entering Unmasked Estep 
Score: -688591.187500 Penalty: 1409.612549
	Iteration 0F: 2 clusters Score -688591.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -684104.875000 Penalty: 2819.225098
	Iteration 0F: 3 clusters Score -684104.9 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -685405.125000 Penalty: 2819.225098
	Iteration 1F: 3 clusters Score -685405.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -685632.937500 Penalty: 2819.225098
	Iteration 2F: 3 clusters Score -685632.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -685820.062500 Penalty: 2819.225098
	Iteration 3F: 3 clusters Score -685820.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -686025.500000 Penalty: 2819.225098
	Iteration 4F: 3 clusters Score -686025.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -686231.125000 Penalty: 2819.225098
	Iteration 5F: 3 clusters Score -686231.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -686410.000000 Penalty: 2819.225098
	Iteration 6Q: 3 clusters Score -686410 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -686600.125000 Penalty: 2819.225098
	Iteration 7Q: 3 clusters Score -686600.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -686803.187500 Penalty: 2819.225098
	Iteration 8Q: 3 clusters Score -686803.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -687020.750000 Penalty: 2819.225098
	Iteration 9Q: 3 clusters Score -687020.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -687230.625000 Penalty: 2819.225098
	Iteration 10Q: 3 clusters Score -687230.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -687393.937500 Penalty: 2819.225098
	Iteration 11Q: 3 clusters Score -687393.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -687492.562500 Penalty: 2819.225098
	Iteration 12Q: 3 clusters Score -687492.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -687549.625000 Penalty: 2819.225098
	Iteration 13Q: 3 clusters Score -687549.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -687576.750000 Penalty: 2819.225098
	Iteration 14Q: 3 clusters Score -687576.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -687592.937500 Penalty: 2819.225098
	Iteration 15Q: 3 clusters Score -687592.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -687602.750000 Penalty: 2819.225098
	Iteration 16Q: 3 clusters Score -687602.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -687610.187500 Penalty: 2819.225098
	Iteration 17Q: 3 clusters Score -687610.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -687619.875000 Penalty: 2819.225098
	Iteration 18Q: 3 clusters Score -687619.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -687626.312500 Penalty: 2819.225098
	Iteration 19Q: 3 clusters Score -687626.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -687630.625000 Penalty: 2819.225098
	Iteration 20F: 3 clusters Score -687630.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -687633.500000 Penalty: 2819.225098
	Iteration 21Q: 3 clusters Score -687633.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -687633.187500 Penalty: 2819.225098
	Iteration 22Q: 3 clusters Score -687633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -687632.625000 Penalty: 2819.225098
	Iteration 23Q: 3 clusters Score -687632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -687633.375000 Penalty: 2819.225098
	Iteration 24Q: 3 clusters Score -687633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -687633.812500 Penalty: 2819.225098
	Iteration 25Q: 3 clusters Score -687633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -687634.750000 Penalty: 2819.225098
	Iteration 26Q: 3 clusters Score -687634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -687637.187500 Penalty: 2819.225098
	Iteration 27Q: 3 clusters Score -687637.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -687637.562500 Penalty: 2819.225098
	Iteration 28Q: 3 clusters Score -687637.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -687639.437500 Penalty: 2819.225098
	Iteration 29Q: 3 clusters Score -687639.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -687644.125000 Penalty: 2819.225098
	Iteration 30Q: 3 clusters Score -687644.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -687644.625000 Penalty: 2819.225098
	Iteration 31Q: 3 clusters Score -687644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -687644.375000 Penalty: 2819.225098
	Iteration 32Q: 3 clusters Score -687644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -687646.375000 Penalty: 2819.225098
	Iteration 33Q: 3 clusters Score -687646.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -687648.250000 Penalty: 2819.225098
	Iteration 34Q: 3 clusters Score -687648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -687649.812500 Penalty: 2819.225098
	Iteration 35Q: 3 clusters Score -687649.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -687650.437500 Penalty: 2819.225098
	Iteration 36Q: 3 clusters Score -687650.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -687652.500000 Penalty: 2819.225098
	Iteration 37Q: 3 clusters Score -687652.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -687653.125000 Penalty: 2819.225098
	Iteration 38Q: 3 clusters Score -687653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -687652.500000 Penalty: 2819.225098
	Iteration 39Q: 3 clusters Score -687652.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -687652.625000 Penalty: 2819.225098
	Iteration 40F: 3 clusters Score -687652.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -687653.625000 Penalty: 2819.225098
	Iteration 41Q: 3 clusters Score -687653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -687653.437500 Penalty: 2819.225098
	Iteration 42Q: 3 clusters Score -687653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -687653.437500 Penalty: 2819.225098
	Iteration 43F: 3 clusters Score -687653.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Entering Unmasked Estep 
Score: -5700513.000000 Penalty: 1741.561646
	Iteration 0F: 2 clusters Score -5700513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -5670156.000000 Penalty: 3483.123291
	Iteration 0F: 3 clusters Score -5670156 nChanged 21192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -5682093.000000 Penalty: 3483.123291
	Iteration 1F: 3 clusters Score -5682093 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -5682592.500000 Penalty: 3483.123291
	Iteration 2Q: 3 clusters Score -5682592 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -5683208.000000 Penalty: 3483.123291
	Iteration 3Q: 3 clusters Score -5683208 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -5684043.500000 Penalty: 3483.123291
	Iteration 4Q: 3 clusters Score -5684044 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -5685330.500000 Penalty: 3483.123291
	Iteration 5F: 3 clusters Score -5685330 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -5687068.000000 Penalty: 3483.123291
	Iteration 6F: 3 clusters Score -5687068 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -5689071.500000 Penalty: 3483.123291
	Iteration 7F: 3 clusters Score -5689072 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -5691229.500000 Penalty: 3483.123291
	Iteration 8F: 3 clusters Score -5691230 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -5693079.500000 Penalty: 3483.123291
	Iteration 9F: 3 clusters Score -5693080 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -5694468.000000 Penalty: 3483.123291
	Iteration 10Q: 3 clusters Score -5694468 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -5695561.000000 Penalty: 3483.123291
	Iteration 11Q: 3 clusters Score -5695561 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -5696418.500000 Penalty: 3483.123291
	Iteration 12Q: 3 clusters Score -5696418 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -5697122.000000 Penalty: 3483.123291
	Iteration 13Q: 3 clusters Score -5697122 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -5697702.000000 Penalty: 3483.123291
	Iteration 14Q: 3 clusters Score -5697702 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -5698110.000000 Penalty: 3483.123291
	Iteration 15Q: 3 clusters Score -5698110 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -5698412.500000 Penalty: 3483.123291
	Iteration 16Q: 3 clusters Score -5698412 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -5698614.500000 Penalty: 3483.123291
	Iteration 17Q: 3 clusters Score -5698614 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -5698781.000000 Penalty: 3483.123291
	Iteration 18Q: 3 clusters Score -5698781 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -5698862.000000 Penalty: 3483.123291
	Iteration 19Q: 3 clusters Score -5698862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -5698904.000000 Penalty: 3483.123291
	Iteration 20F: 3 clusters Score -5698904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -5698926.500000 Penalty: 3483.123291
	Iteration 21Q: 3 clusters Score -5698926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -5698938.000000 Penalty: 3483.123291
	Iteration 22Q: 3 clusters Score -5698938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -5698943.500000 Penalty: 3483.123291
	Iteration 23Q: 3 clusters Score -5698944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -5698940.000000 Penalty: 3483.123291
	Iteration 24Q: 3 clusters Score -5698940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -5698945.000000 Penalty: 3483.123291
	Iteration 25Q: 3 clusters Score -5698945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -5698949.500000 Penalty: 3483.123291
	Iteration 26Q: 3 clusters Score -5698950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -5698950.000000 Penalty: 3483.123291
	Iteration 27Q: 3 clusters Score -5698950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -5698947.500000 Penalty: 3483.123291
	Iteration 28Q: 3 clusters Score -5698948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -5698953.000000 Penalty: 3483.123291
	Iteration 29Q: 3 clusters Score -5698953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -5698953.000000 Penalty: 3483.123291
	Iteration 30Q: 3 clusters Score -5698953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -5698955.500000 Penalty: 3483.123291
	Iteration 31Q: 3 clusters Score -5698956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -5698957.000000 Penalty: 3483.123291
	Iteration 32Q: 3 clusters Score -5698957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -5698958.000000 Penalty: 3483.123291
	Iteration 33Q: 3 clusters Score -5698958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -5698958.000000 Penalty: 3483.123291
	Iteration 34F: 3 clusters Score -5698958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Entering Unmasked Estep 
Score: -1717812.000000 Penalty: 1545.711914
	Iteration 0F: 2 clusters Score -1717812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1708368.625000 Penalty: 3091.423828
	Iteration 0F: 3 clusters Score -1708369 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1711615.750000 Penalty: 3091.423828
	Iteration 1F: 3 clusters Score -1711616 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1711867.375000 Penalty: 3091.423828
	Iteration 2F: 3 clusters Score -1711867 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1712079.125000 Penalty: 3091.423828
	Iteration 3Q: 3 clusters Score -1712079 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1712261.625000 Penalty: 3091.423828
	Iteration 4Q: 3 clusters Score -1712262 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1712425.250000 Penalty: 3091.423828
	Iteration 5Q: 3 clusters Score -1712425 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1712615.750000 Penalty: 3091.423828
	Iteration 6Q: 3 clusters Score -1712616 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1712822.000000 Penalty: 3091.423828
	Iteration 7Q: 3 clusters Score -1712822 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1713018.500000 Penalty: 3091.423828
	Iteration 8Q: 3 clusters Score -1713018 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1713204.500000 Penalty: 3091.423828
	Iteration 9Q: 3 clusters Score -1713204 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1713392.750000 Penalty: 3091.423828
	Iteration 10Q: 3 clusters Score -1713393 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1713600.875000 Penalty: 3091.423828
	Iteration 11Q: 3 clusters Score -1713601 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1713805.000000 Penalty: 3091.423828
	Iteration 12Q: 3 clusters Score -1713805 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1714002.750000 Penalty: 3091.423828
	Iteration 13Q: 3 clusters Score -1714003 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1714213.750000 Penalty: 3091.423828
	Iteration 14Q: 3 clusters Score -1714214 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1714381.875000 Penalty: 3091.423828
	Iteration 15Q: 3 clusters Score -1714382 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1714530.000000 Penalty: 3091.423828
	Iteration 16Q: 3 clusters Score -1714530 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1714627.750000 Penalty: 3091.423828
	Iteration 17Q: 3 clusters Score -1714628 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1714727.625000 Penalty: 3091.423828
	Iteration 18Q: 3 clusters Score -1714728 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1714806.125000 Penalty: 3091.423828
	Iteration 19Q: 3 clusters Score -1714806 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1714869.625000 Penalty: 3091.423828
	Iteration 20F: 3 clusters Score -1714870 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1714917.625000 Penalty: 3091.423828
	Iteration 21Q: 3 clusters Score -1714918 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1714965.750000 Penalty: 3091.423828
	Iteration 22Q: 3 clusters Score -1714966 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1715018.750000 Penalty: 3091.423828
	Iteration 23Q: 3 clusters Score -1715019 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1715076.250000 Penalty: 3091.423828
	Iteration 24Q: 3 clusters Score -1715076 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1715145.875000 Penalty: 3091.423828
	Iteration 25Q: 3 clusters Score -1715146 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1715208.750000 Penalty: 3091.423828
	Iteration 26Q: 3 clusters Score -1715209 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1715261.625000 Penalty: 3091.423828
	Iteration 27Q: 3 clusters Score -1715262 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1715330.125000 Penalty: 3091.423828
	Iteration 28Q: 3 clusters Score -1715330 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1715388.250000 Penalty: 3091.423828
	Iteration 29Q: 3 clusters Score -1715388 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1715453.750000 Penalty: 3091.423828
	Iteration 30Q: 3 clusters Score -1715454 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1715530.500000 Penalty: 3091.423828
	Iteration 31Q: 3 clusters Score -1715530 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1715619.750000 Penalty: 3091.423828
	Iteration 32Q: 3 clusters Score -1715620 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1715724.875000 Penalty: 3091.423828
	Iteration 33Q: 3 clusters Score -1715725 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1715826.250000 Penalty: 3091.423828
	Iteration 34Q: 3 clusters Score -1715826 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1715938.875000 Penalty: 3091.423828
	Iteration 35Q: 3 clusters Score -1715939 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1716046.250000 Penalty: 3091.423828
	Iteration 36Q: 3 clusters Score -1716046 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1716138.500000 Penalty: 3091.423828
	Iteration 37Q: 3 clusters Score -1716138 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1716193.000000 Penalty: 3091.423828
	Iteration 38Q: 3 clusters Score -1716193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1716234.000000 Penalty: 3091.423828
	Iteration 39Q: 3 clusters Score -1716234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1716268.750000 Penalty: 3091.423828
	Iteration 40F: 3 clusters Score -1716269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1716308.500000 Penalty: 3091.423828
	Iteration 41Q: 3 clusters Score -1716308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1716334.250000 Penalty: 3091.423828
	Iteration 42Q: 3 clusters Score -1716334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1716358.375000 Penalty: 3091.423828
	Iteration 43Q: 3 clusters Score -1716358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1716384.750000 Penalty: 3091.423828
	Iteration 44Q: 3 clusters Score -1716385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1716400.125000 Penalty: 3091.423828
	Iteration 45Q: 3 clusters Score -1716400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1716412.000000 Penalty: 3091.423828
	Iteration 46Q: 3 clusters Score -1716412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1716421.250000 Penalty: 3091.423828
	Iteration 47Q: 3 clusters Score -1716421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1716429.000000 Penalty: 3091.423828
	Iteration 48Q: 3 clusters Score -1716429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1716435.000000 Penalty: 3091.423828
	Iteration 49Q: 3 clusters Score -1716435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1716437.375000 Penalty: 3091.423828
	Iteration 50Q: 3 clusters Score -1716437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1716439.125000 Penalty: 3091.423828
	Iteration 51Q: 3 clusters Score -1716439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1716438.125000 Penalty: 3091.423828
	Iteration 52Q: 3 clusters Score -1716438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1716441.250000 Penalty: 3091.423828
	Iteration 53Q: 3 clusters Score -1716441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1716441.500000 Penalty: 3091.423828
	Iteration 54Q: 3 clusters Score -1716442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1716442.000000 Penalty: 3091.423828
	Iteration 55Q: 3 clusters Score -1716442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1716442.000000 Penalty: 3091.423828
	Iteration 56F: 3 clusters Score -1716442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Entering Unmasked Estep 
Score: -4820013.000000 Penalty: 1713.613647
	Iteration 0F: 2 clusters Score -4820013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4794513.000000 Penalty: 3427.227295
	Iteration 0F: 3 clusters Score -4794513 nChanged 17506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -4804355.500000 Penalty: 3427.227295
	Iteration 1F: 3 clusters Score -4804356 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4804784.000000 Penalty: 3427.227295
	Iteration 2Q: 3 clusters Score -4804784 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -4805153.500000 Penalty: 3427.227295
	Iteration 3Q: 3 clusters Score -4805154 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4805550.500000 Penalty: 3427.227295
	Iteration 4Q: 3 clusters Score -4805550 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -4806096.000000 Penalty: 3427.227295
	Iteration 5Q: 3 clusters Score -4806096 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4806755.000000 Penalty: 3427.227295
	Iteration 6Q: 3 clusters Score -4806755 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -4807586.000000 Penalty: 3427.227295
	Iteration 7Q: 3 clusters Score -4807586 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -4808733.000000 Penalty: 3427.227295
	Iteration 8Q: 3 clusters Score -4808733 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -4810016.500000 Penalty: 3427.227295
	Iteration 9F: 3 clusters Score -4810016 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -4811394.000000 Penalty: 3427.227295
	Iteration 10F: 3 clusters Score -4811394 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -4812344.000000 Penalty: 3427.227295
	Iteration 11Q: 3 clusters Score -4812344 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -4812952.000000 Penalty: 3427.227295
	Iteration 12Q: 3 clusters Score -4812952 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -4813347.000000 Penalty: 3427.227295
	Iteration 13Q: 3 clusters Score -4813347 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -4813694.000000 Penalty: 3427.227295
	Iteration 14Q: 3 clusters Score -4813694 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -4813976.500000 Penalty: 3427.227295
	Iteration 15Q: 3 clusters Score -4813976 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -4814344.000000 Penalty: 3427.227295
	Iteration 16Q: 3 clusters Score -4814344 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -4814717.500000 Penalty: 3427.227295
	Iteration 17Q: 3 clusters Score -4814718 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -4815155.000000 Penalty: 3427.227295
	Iteration 18Q: 3 clusters Score -4815155 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -4815635.500000 Penalty: 3427.227295
	Iteration 19Q: 3 clusters Score -4815636 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4816152.000000 Penalty: 3427.227295
	Iteration 20F: 3 clusters Score -4816152 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -4816641.500000 Penalty: 3427.227295
	Iteration 21Q: 3 clusters Score -4816642 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -4817107.500000 Penalty: 3427.227295
	Iteration 22Q: 3 clusters Score -4817108 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -4817508.500000 Penalty: 3427.227295
	Iteration 23Q: 3 clusters Score -4817508 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -4817856.500000 Penalty: 3427.227295
	Iteration 24Q: 3 clusters Score -4817856 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -4818092.000000 Penalty: 3427.227295
	Iteration 25Q: 3 clusters Score -4818092 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -4818283.000000 Penalty: 3427.227295
	Iteration 26Q: 3 clusters Score -4818283 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -4818393.000000 Penalty: 3427.227295
	Iteration 27Q: 3 clusters Score -4818393 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -4818450.500000 Penalty: 3427.227295
	Iteration 28Q: 3 clusters Score -4818450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -4818505.500000 Penalty: 3427.227295
	Iteration 29Q: 3 clusters Score -4818506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -4818538.000000 Penalty: 3427.227295
	Iteration 30Q: 3 clusters Score -4818538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -4818556.500000 Penalty: 3427.227295
	Iteration 31Q: 3 clusters Score -4818556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4818578.500000 Penalty: 3427.227295
	Iteration 32Q: 3 clusters Score -4818578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4818596.500000 Penalty: 3427.227295
	Iteration 33Q: 3 clusters Score -4818596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4818607.000000 Penalty: 3427.227295
	Iteration 34Q: 3 clusters Score -4818607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -4818615.000000 Penalty: 3427.227295
	Iteration 35Q: 3 clusters Score -4818615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -4818620.000000 Penalty: 3427.227295
	Iteration 36Q: 3 clusters Score -4818620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4818630.500000 Penalty: 3427.227295
	Iteration 37Q: 3 clusters Score -4818630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -4818626.000000 Penalty: 3427.227295
	Iteration 38Q: 3 clusters Score -4818626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -4818623.500000 Penalty: 3427.227295
	Iteration 39Q: 3 clusters Score -4818624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -4818632.000000 Penalty: 3427.227295
	Iteration 40F: 3 clusters Score -4818632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -4818632.500000 Penalty: 3427.227295
	Iteration 41Q: 3 clusters Score -4818632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -4818640.500000 Penalty: 3427.227295
	Iteration 42Q: 3 clusters Score -4818640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -4818636.000000 Penalty: 3427.227295
	Iteration 43Q: 3 clusters Score -4818636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -4818639.000000 Penalty: 3427.227295
	Iteration 44Q: 3 clusters Score -4818639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -4818644.000000 Penalty: 3427.227295
	Iteration 45Q: 3 clusters Score -4818644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -4818644.000000 Penalty: 3427.227295
	Iteration 46F: 3 clusters Score -4818644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Entering Unmasked Estep 
Score: -6061336.000000 Penalty: 1753.716064
	Iteration 0F: 2 clusters Score -6061336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -6028759.000000 Penalty: 3507.432129
	Iteration 0F: 3 clusters Score -6028759 nChanged 22885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -6041588.500000 Penalty: 3507.432129
	Iteration 1F: 3 clusters Score -6041588 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -6042126.000000 Penalty: 3507.432129
	Iteration 2Q: 3 clusters Score -6042126 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -6042872.000000 Penalty: 3507.432129
	Iteration 3Q: 3 clusters Score -6042872 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -6044007.500000 Penalty: 3507.432129
	Iteration 4Q: 3 clusters Score -6044008 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -6045724.500000 Penalty: 3507.432129
	Iteration 5F: 3 clusters Score -6045724 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -6048526.000000 Penalty: 3507.432129
	Iteration 6F: 3 clusters Score -6048526 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -6052282.000000 Penalty: 3507.432129
	Iteration 7F: 3 clusters Score -6052282 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -6055830.500000 Penalty: 3507.432129
	Iteration 8F: 3 clusters Score -6055830 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -6058041.000000 Penalty: 3507.432129
	Iteration 9Q: 3 clusters Score -6058041 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -6059130.000000 Penalty: 3507.432129
	Iteration 10Q: 3 clusters Score -6059130 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -6059529.500000 Penalty: 3507.432129
	Iteration 11Q: 3 clusters Score -6059530 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -6059641.500000 Penalty: 3507.432129
	Iteration 12Q: 3 clusters Score -6059642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -6059712.000000 Penalty: 3507.432129
	Iteration 13Q: 3 clusters Score -6059712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -6059742.500000 Penalty: 3507.432129
	Iteration 14Q: 3 clusters Score -6059742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -6059761.000000 Penalty: 3507.432129
	Iteration 15Q: 3 clusters Score -6059761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -6059782.500000 Penalty: 3507.432129
	Iteration 16Q: 3 clusters Score -6059782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -6059794.500000 Penalty: 3507.432129
	Iteration 17Q: 3 clusters Score -6059794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -6059801.000000 Penalty: 3507.432129
	Iteration 18Q: 3 clusters Score -6059801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -6059804.000000 Penalty: 3507.432129
	Iteration 19Q: 3 clusters Score -6059804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -6059797.500000 Penalty: 3507.432129
	Iteration 20F: 3 clusters Score -6059798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -6059800.000000 Penalty: 3507.432129
	Iteration 21Q: 3 clusters Score -6059800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -6059803.500000 Penalty: 3507.432129
	Iteration 22Q: 3 clusters Score -6059804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -6059803.000000 Penalty: 3507.432129
	Iteration 23Q: 3 clusters Score -6059803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -6059803.000000 Penalty: 3507.432129
	Iteration 24F: 3 clusters Score -6059803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72191 members 
Entering Unmasked Estep 
Score: -8927094.000000 Penalty: 1817.899048
	Iteration 0F: 2 clusters Score -8927094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -8881332.000000 Penalty: 3635.798096
	Iteration 0F: 3 clusters Score -8881332 nChanged 34018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -8900836.000000 Penalty: 3635.798096
	Iteration 1F: 3 clusters Score -8900836 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -8902007.000000 Penalty: 3635.798096
	Iteration 2Q: 3 clusters Score -8902007 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -8903666.000000 Penalty: 3635.798096
	Iteration 3Q: 3 clusters Score -8903666 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -8906059.000000 Penalty: 3635.798096
	Iteration 4F: 3 clusters Score -8906059 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -8909577.000000 Penalty: 3635.798096
	Iteration 5F: 3 clusters Score -8909577 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -8913951.000000 Penalty: 3635.798096
	Iteration 6F: 3 clusters Score -8913951 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -8918297.000000 Penalty: 3635.798096
	Iteration 7F: 3 clusters Score -8918297 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -8921359.000000 Penalty: 3635.798096
	Iteration 8F: 3 clusters Score -8921359 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -8922970.000000 Penalty: 3635.798096
	Iteration 9Q: 3 clusters Score -8922970 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -8923846.000000 Penalty: 3635.798096
	Iteration 10Q: 3 clusters Score -8923846 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -8924438.000000 Penalty: 3635.798096
	Iteration 11Q: 3 clusters Score -8924438 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -8924934.000000 Penalty: 3635.798096
	Iteration 12Q: 3 clusters Score -8924934 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -8925301.000000 Penalty: 3635.798096
	Iteration 13Q: 3 clusters Score -8925301 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -8925635.000000 Penalty: 3635.798096
	Iteration 14Q: 3 clusters Score -8925635 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -8925850.000000 Penalty: 3635.798096
	Iteration 15Q: 3 clusters Score -8925850 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69030 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -8925958.000000 Penalty: 3635.798096
	Iteration 16Q: 3 clusters Score -8925958 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -8926077.000000 Penalty: 3635.798096
	Iteration 17Q: 3 clusters Score -8926077 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8926168.000000 Penalty: 3635.798096
	Iteration 18Q: 3 clusters Score -8926168 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8926203.000000 Penalty: 3635.798096
	Iteration 19Q: 3 clusters Score -8926203 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8926245.000000 Penalty: 3635.798096
	Iteration 20F: 3 clusters Score -8926245 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8926264.000000 Penalty: 3635.798096
	Iteration 21Q: 3 clusters Score -8926264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8926269.000000 Penalty: 3635.798096
	Iteration 22Q: 3 clusters Score -8926269 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8926299.000000 Penalty: 3635.798096
	Iteration 23Q: 3 clusters Score -8926299 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8926297.000000 Penalty: 3635.798096
	Iteration 24Q: 3 clusters Score -8926297 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8926302.000000 Penalty: 3635.798096
	Iteration 25Q: 3 clusters Score -8926302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70278 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8926302.000000 Penalty: 3635.798096
	Iteration 26Q: 3 clusters Score -8926302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8926313.000000 Penalty: 3635.798096
	Iteration 27Q: 3 clusters Score -8926313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8926319.000000 Penalty: 3635.798096
	Iteration 28Q: 3 clusters Score -8926319 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70364 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8926317.000000 Penalty: 3635.798096
	Iteration 29Q: 3 clusters Score -8926317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8926310.000000 Penalty: 3635.798096
	Iteration 30Q: 3 clusters Score -8926310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70428 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8926305.000000 Penalty: 3635.798096
	Iteration 31Q: 3 clusters Score -8926305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8926311.000000 Penalty: 3635.798096
	Iteration 32Q: 3 clusters Score -8926311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8926327.000000 Penalty: 3635.798096
	Iteration 33Q: 3 clusters Score -8926327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8926325.000000 Penalty: 3635.798096
	Iteration 34Q: 3 clusters Score -8926325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8926319.000000 Penalty: 3635.798096
	Iteration 35Q: 3 clusters Score -8926319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8926317.000000 Penalty: 3635.798096
	Iteration 36Q: 3 clusters Score -8926317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8926315.000000 Penalty: 3635.798096
	Iteration 37Q: 3 clusters Score -8926315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8926311.000000 Penalty: 3635.798096
	Iteration 38Q: 3 clusters Score -8926311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8926301.000000 Penalty: 3635.798096
	Iteration 39Q: 3 clusters Score -8926301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8926297.000000 Penalty: 3635.798096
	Iteration 40F: 3 clusters Score -8926297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70539 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8926297.000000 Penalty: 3635.798096
	Iteration 41Q: 3 clusters Score -8926297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8926308.000000 Penalty: 3635.798096
	Iteration 42Q: 3 clusters Score -8926308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8926307.000000 Penalty: 3635.798096
	Iteration 43Q: 3 clusters Score -8926307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70570 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -8926303.000000 Penalty: 3635.798096
	Iteration 44Q: 3 clusters Score -8926303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70574 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8926296.000000 Penalty: 3635.798096
	Iteration 45Q: 3 clusters Score -8926296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70578 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8926303.000000 Penalty: 3635.798096
	Iteration 46Q: 3 clusters Score -8926303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8926294.000000 Penalty: 3635.798096
	Iteration 47Q: 3 clusters Score -8926294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8926299.000000 Penalty: 3635.798096
	Iteration 48Q: 3 clusters Score -8926299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8926299.000000 Penalty: 3635.798096
	Iteration 49F: 3 clusters Score -8926299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -529912.437500 Penalty: 1358.853638
	Iteration 0F: 2 clusters Score -529912.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -526389.562500 Penalty: 2717.707275
	Iteration 0F: 3 clusters Score -526389.6 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -527328.250000 Penalty: 2717.707275
	Iteration 1F: 3 clusters Score -527328.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -527495.187500 Penalty: 2717.707275
	Iteration 2F: 3 clusters Score -527495.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -527605.125000 Penalty: 2717.707275
	Iteration 3Q: 3 clusters Score -527605.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -527678.750000 Penalty: 2717.707275
	Iteration 4Q: 3 clusters Score -527678.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -527727.125000 Penalty: 2717.707275
	Iteration 5Q: 3 clusters Score -527727.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -527754.937500 Penalty: 2717.707275
	Iteration 6Q: 3 clusters Score -527754.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -527782.937500 Penalty: 2717.707275
	Iteration 7Q: 3 clusters Score -527782.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -527812.687500 Penalty: 2717.707275
	Iteration 8Q: 3 clusters Score -527812.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -527838.562500 Penalty: 2717.707275
	Iteration 9Q: 3 clusters Score -527838.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -527861.375000 Penalty: 2717.707275
	Iteration 10Q: 3 clusters Score -527861.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -527887.562500 Penalty: 2717.707275
	Iteration 11Q: 3 clusters Score -527887.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -527912.187500 Penalty: 2717.707275
	Iteration 12Q: 3 clusters Score -527912.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -527936.375000 Penalty: 2717.707275
	Iteration 13Q: 3 clusters Score -527936.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -527957.875000 Penalty: 2717.707275
	Iteration 14Q: 3 clusters Score -527957.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -527976.812500 Penalty: 2717.707275
	Iteration 15Q: 3 clusters Score -527976.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -527998.937500 Penalty: 2717.707275
	Iteration 16Q: 3 clusters Score -527998.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -528020.375000 Penalty: 2717.707275
	Iteration 17Q: 3 clusters Score -528020.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -528035.250000 Penalty: 2717.707275
	Iteration 18Q: 3 clusters Score -528035.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -528055.187500 Penalty: 2717.707275
	Iteration 19Q: 3 clusters Score -528055.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -528074.125000 Penalty: 2717.707275
	Iteration 20F: 3 clusters Score -528074.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -528094.125000 Penalty: 2717.707275
	Iteration 21Q: 3 clusters Score -528094.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -528115.625000 Penalty: 2717.707275
	Iteration 22Q: 3 clusters Score -528115.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -528138.875000 Penalty: 2717.707275
	Iteration 23Q: 3 clusters Score -528138.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -528156.937500 Penalty: 2717.707275
	Iteration 24Q: 3 clusters Score -528156.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -528173.687500 Penalty: 2717.707275
	Iteration 25Q: 3 clusters Score -528173.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -528190.062500 Penalty: 2717.707275
	Iteration 26Q: 3 clusters Score -528190.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -528207.750000 Penalty: 2717.707275
	Iteration 27Q: 3 clusters Score -528207.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -528223.125000 Penalty: 2717.707275
	Iteration 28Q: 3 clusters Score -528223.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -528242.312500 Penalty: 2717.707275
	Iteration 29Q: 3 clusters Score -528242.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -528261.437500 Penalty: 2717.707275
	Iteration 30Q: 3 clusters Score -528261.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -528275.625000 Penalty: 2717.707275
	Iteration 31Q: 3 clusters Score -528275.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -528292.625000 Penalty: 2717.707275
	Iteration 32Q: 3 clusters Score -528292.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -528314.687500 Penalty: 2717.707275
	Iteration 33Q: 3 clusters Score -528314.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -528340.437500 Penalty: 2717.707275
	Iteration 34Q: 3 clusters Score -528340.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -528354.812500 Penalty: 2717.707275
	Iteration 35Q: 3 clusters Score -528354.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -528364.937500 Penalty: 2717.707275
	Iteration 36Q: 3 clusters Score -528364.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -528373.187500 Penalty: 2717.707275
	Iteration 37Q: 3 clusters Score -528373.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -528383.312500 Penalty: 2717.707275
	Iteration 38Q: 3 clusters Score -528383.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -528390.187500 Penalty: 2717.707275
	Iteration 39Q: 3 clusters Score -528390.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -528395.812500 Penalty: 2717.707275
	Iteration 40F: 3 clusters Score -528395.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -528403.437500 Penalty: 2717.707275
	Iteration 41Q: 3 clusters Score -528403.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -528407.000000 Penalty: 2717.707275
	Iteration 42Q: 3 clusters Score -528407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -528410.875000 Penalty: 2717.707275
	Iteration 43Q: 3 clusters Score -528410.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -528415.812500 Penalty: 2717.707275
	Iteration 44Q: 3 clusters Score -528415.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -528420.375000 Penalty: 2717.707275
	Iteration 45Q: 3 clusters Score -528420.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -528424.000000 Penalty: 2717.707275
	Iteration 46Q: 3 clusters Score -528424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -528426.750000 Penalty: 2717.707275
	Iteration 47Q: 3 clusters Score -528426.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -528430.437500 Penalty: 2717.707275
	Iteration 48Q: 3 clusters Score -528430.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -528433.250000 Penalty: 2717.707275
	Iteration 49Q: 3 clusters Score -528433.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -528444.562500 Penalty: 2717.707275
	Iteration 50Q: 3 clusters Score -528444.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -528452.812500 Penalty: 2717.707275
	Iteration 51Q: 3 clusters Score -528452.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -528459.000000 Penalty: 2717.707275
	Iteration 52Q: 3 clusters Score -528459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -528469.812500 Penalty: 2717.707275
	Iteration 53Q: 3 clusters Score -528469.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -528481.000000 Penalty: 2717.707275
	Iteration 54Q: 3 clusters Score -528481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -528489.937500 Penalty: 2717.707275
	Iteration 55Q: 3 clusters Score -528489.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -528496.750000 Penalty: 2717.707275
	Iteration 56Q: 3 clusters Score -528496.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -528502.000000 Penalty: 2717.707275
	Iteration 57Q: 3 clusters Score -528502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -528504.312500 Penalty: 2717.707275
	Iteration 58Q: 3 clusters Score -528504.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -528506.500000 Penalty: 2717.707275
	Iteration 59Q: 3 clusters Score -528506.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -528509.187500 Penalty: 2717.707275
	Iteration 60F: 3 clusters Score -528509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -528510.125000 Penalty: 2717.707275
	Iteration 61Q: 3 clusters Score -528510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -528510.437500 Penalty: 2717.707275
	Iteration 62Q: 3 clusters Score -528510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -528511.937500 Penalty: 2717.707275
	Iteration 63Q: 3 clusters Score -528511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -528512.437500 Penalty: 2717.707275
	Iteration 64Q: 3 clusters Score -528512.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -528512.437500 Penalty: 2717.707275
	Iteration 65F: 3 clusters Score -528512.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -307261.125000 Penalty: 1276.021362
	Iteration 0F: 2 clusters Score -307261.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -304784.875000 Penalty: 2552.042725
	Iteration 0F: 3 clusters Score -304784.9 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -305348.343750 Penalty: 2552.042725
	Iteration 1F: 3 clusters Score -305348.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -305474.406250 Penalty: 2552.042725
	Iteration 2F: 3 clusters Score -305474.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -305548.250000 Penalty: 2552.042725
	Iteration 3Q: 3 clusters Score -305548.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -305600.187500 Penalty: 2552.042725
	Iteration 4Q: 3 clusters Score -305600.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -305645.218750 Penalty: 2552.042725
	Iteration 5Q: 3 clusters Score -305645.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -305678.875000 Penalty: 2552.042725
	Iteration 6Q: 3 clusters Score -305678.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -305708.718750 Penalty: 2552.042725
	Iteration 7Q: 3 clusters Score -305708.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -305730.187500 Penalty: 2552.042725
	Iteration 8Q: 3 clusters Score -305730.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -305744.875000 Penalty: 2552.042725
	Iteration 9Q: 3 clusters Score -305744.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -305764.875000 Penalty: 2552.042725
	Iteration 10Q: 3 clusters Score -305764.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -305787.687500 Penalty: 2552.042725
	Iteration 11Q: 3 clusters Score -305787.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -305804.843750 Penalty: 2552.042725
	Iteration 12Q: 3 clusters Score -305804.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -305818.218750 Penalty: 2552.042725
	Iteration 13Q: 3 clusters Score -305818.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -305830.156250 Penalty: 2552.042725
	Iteration 14Q: 3 clusters Score -305830.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -305844.906250 Penalty: 2552.042725
	Iteration 15Q: 3 clusters Score -305844.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -305862.250000 Penalty: 2552.042725
	Iteration 16Q: 3 clusters Score -305862.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -305880.031250 Penalty: 2552.042725
	Iteration 17Q: 3 clusters Score -305880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -305890.812500 Penalty: 2552.042725
	Iteration 18Q: 3 clusters Score -305890.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -305904.250000 Penalty: 2552.042725
	Iteration 19Q: 3 clusters Score -305904.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -305916.968750 Penalty: 2552.042725
	Iteration 20F: 3 clusters Score -305917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -305935.000000 Penalty: 2552.042725
	Iteration 21Q: 3 clusters Score -305935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -305955.875000 Penalty: 2552.042725
	Iteration 22Q: 3 clusters Score -305955.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -305970.406250 Penalty: 2552.042725
	Iteration 23Q: 3 clusters Score -305970.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -305979.968750 Penalty: 2552.042725
	Iteration 24Q: 3 clusters Score -305980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -305990.062500 Penalty: 2552.042725
	Iteration 25Q: 3 clusters Score -305990.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -306001.531250 Penalty: 2552.042725
	Iteration 26Q: 3 clusters Score -306001.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -306013.343750 Penalty: 2552.042725
	Iteration 27Q: 3 clusters Score -306013.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -306020.687500 Penalty: 2552.042725
	Iteration 28Q: 3 clusters Score -306020.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -306025.718750 Penalty: 2552.042725
	Iteration 29Q: 3 clusters Score -306025.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -306031.156250 Penalty: 2552.042725
	Iteration 30Q: 3 clusters Score -306031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -306033.750000 Penalty: 2552.042725
	Iteration 31Q: 3 clusters Score -306033.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -306037.093750 Penalty: 2552.042725
	Iteration 32Q: 3 clusters Score -306037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -306039.000000 Penalty: 2552.042725
	Iteration 33Q: 3 clusters Score -306039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -306042.000000 Penalty: 2552.042725
	Iteration 34Q: 3 clusters Score -306042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -306044.781250 Penalty: 2552.042725
	Iteration 35Q: 3 clusters Score -306044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -306046.531250 Penalty: 2552.042725
	Iteration 36Q: 3 clusters Score -306046.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -306048.343750 Penalty: 2552.042725
	Iteration 37Q: 3 clusters Score -306048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -306049.343750 Penalty: 2552.042725
	Iteration 38Q: 3 clusters Score -306049.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -306049.343750 Penalty: 2552.042725
	Iteration 39F: 3 clusters Score -306049.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Entering Unmasked Estep 
Score: -1186479.000000 Penalty: 1486.417969
	Iteration 0F: 2 clusters Score -1186479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1179652.500000 Penalty: 2972.835938
	Iteration 0F: 3 clusters Score -1179652 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1181840.125000 Penalty: 2972.835938
	Iteration 1F: 3 clusters Score -1181840 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1182020.625000 Penalty: 2972.835938
	Iteration 2F: 3 clusters Score -1182021 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1182144.875000 Penalty: 2972.835938
	Iteration 3Q: 3 clusters Score -1182145 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1182235.500000 Penalty: 2972.835938
	Iteration 4Q: 3 clusters Score -1182236 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1182322.250000 Penalty: 2972.835938
	Iteration 5Q: 3 clusters Score -1182322 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1182410.875000 Penalty: 2972.835938
	Iteration 6Q: 3 clusters Score -1182411 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1182482.125000 Penalty: 2972.835938
	Iteration 7Q: 3 clusters Score -1182482 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1182563.250000 Penalty: 2972.835938
	Iteration 8Q: 3 clusters Score -1182563 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1182674.125000 Penalty: 2972.835938
	Iteration 9Q: 3 clusters Score -1182674 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1182791.750000 Penalty: 2972.835938
	Iteration 10Q: 3 clusters Score -1182792 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1182922.250000 Penalty: 2972.835938
	Iteration 11Q: 3 clusters Score -1182922 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1183084.250000 Penalty: 2972.835938
	Iteration 12Q: 3 clusters Score -1183084 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1183308.250000 Penalty: 2972.835938
	Iteration 13Q: 3 clusters Score -1183308 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1183604.250000 Penalty: 2972.835938
	Iteration 14Q: 3 clusters Score -1183604 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1183881.250000 Penalty: 2972.835938
	Iteration 15Q: 3 clusters Score -1183881 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1184159.375000 Penalty: 2972.835938
	Iteration 16Q: 3 clusters Score -1184159 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1184447.250000 Penalty: 2972.835938
	Iteration 17Q: 3 clusters Score -1184447 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1184689.625000 Penalty: 2972.835938
	Iteration 18Q: 3 clusters Score -1184690 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1184865.000000 Penalty: 2972.835938
	Iteration 19Q: 3 clusters Score -1184865 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1184962.375000 Penalty: 2972.835938
	Iteration 20F: 3 clusters Score -1184962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1185028.375000 Penalty: 2972.835938
	Iteration 21Q: 3 clusters Score -1185028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1185071.500000 Penalty: 2972.835938
	Iteration 22Q: 3 clusters Score -1185072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1185100.625000 Penalty: 2972.835938
	Iteration 23Q: 3 clusters Score -1185101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1185132.125000 Penalty: 2972.835938
	Iteration 24Q: 3 clusters Score -1185132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1185150.625000 Penalty: 2972.835938
	Iteration 25Q: 3 clusters Score -1185151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1185163.250000 Penalty: 2972.835938
	Iteration 26Q: 3 clusters Score -1185163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1185176.625000 Penalty: 2972.835938
	Iteration 27Q: 3 clusters Score -1185177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1185182.375000 Penalty: 2972.835938
	Iteration 28Q: 3 clusters Score -1185182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1185184.125000 Penalty: 2972.835938
	Iteration 29Q: 3 clusters Score -1185184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1185186.125000 Penalty: 2972.835938
	Iteration 30Q: 3 clusters Score -1185186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1185186.125000 Penalty: 2972.835938
	Iteration 31F: 3 clusters Score -1185186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -228965.796875 Penalty: 1223.266479
	Iteration 0F: 2 clusters Score -228965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -226964.796875 Penalty: 2446.532959
	Iteration 0F: 3 clusters Score -226964.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -227394.281250 Penalty: 2446.532959
	Iteration 1F: 3 clusters Score -227394.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -227515.078125 Penalty: 2446.532959
	Iteration 2F: 3 clusters Score -227515.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -227579.906250 Penalty: 2446.532959
	Iteration 3Q: 3 clusters Score -227579.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -227631.187500 Penalty: 2446.532959
	Iteration 4Q: 3 clusters Score -227631.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -227664.578125 Penalty: 2446.532959
	Iteration 5Q: 3 clusters Score -227664.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -227700.218750 Penalty: 2446.532959
	Iteration 6Q: 3 clusters Score -227700.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -227736.765625 Penalty: 2446.532959
	Iteration 7Q: 3 clusters Score -227736.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -227763.000000 Penalty: 2446.532959
	Iteration 8Q: 3 clusters Score -227763 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -227784.375000 Penalty: 2446.532959
	Iteration 9Q: 3 clusters Score -227784.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -227806.515625 Penalty: 2446.532959
	Iteration 10Q: 3 clusters Score -227806.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -227825.625000 Penalty: 2446.532959
	Iteration 11Q: 3 clusters Score -227825.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -227837.812500 Penalty: 2446.532959
	Iteration 12Q: 3 clusters Score -227837.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -227848.328125 Penalty: 2446.532959
	Iteration 13Q: 3 clusters Score -227848.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -227862.203125 Penalty: 2446.532959
	Iteration 14Q: 3 clusters Score -227862.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -227883.390625 Penalty: 2446.532959
	Iteration 15Q: 3 clusters Score -227883.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -227903.312500 Penalty: 2446.532959
	Iteration 16Q: 3 clusters Score -227903.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -227926.265625 Penalty: 2446.532959
	Iteration 17Q: 3 clusters Score -227926.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -227952.968750 Penalty: 2446.532959
	Iteration 18Q: 3 clusters Score -227953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -227975.546875 Penalty: 2446.532959
	Iteration 19Q: 3 clusters Score -227975.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -227999.781250 Penalty: 2446.532959
	Iteration 20F: 3 clusters Score -227999.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -228023.093750 Penalty: 2446.532959
	Iteration 21Q: 3 clusters Score -228023.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -228036.468750 Penalty: 2446.532959
	Iteration 22Q: 3 clusters Score -228036.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -228044.125000 Penalty: 2446.532959
	Iteration 23Q: 3 clusters Score -228044.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -228055.843750 Penalty: 2446.532959
	Iteration 24Q: 3 clusters Score -228055.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -228068.609375 Penalty: 2446.532959
	Iteration 25Q: 3 clusters Score -228068.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -228082.593750 Penalty: 2446.532959
	Iteration 26Q: 3 clusters Score -228082.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -228095.968750 Penalty: 2446.532959
	Iteration 27Q: 3 clusters Score -228096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -228104.718750 Penalty: 2446.532959
	Iteration 28Q: 3 clusters Score -228104.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -228120.687500 Penalty: 2446.532959
	Iteration 29Q: 3 clusters Score -228120.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -228128.078125 Penalty: 2446.532959
	Iteration 30Q: 3 clusters Score -228128.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -228138.828125 Penalty: 2446.532959
	Iteration 31Q: 3 clusters Score -228138.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -228155.218750 Penalty: 2446.532959
	Iteration 32Q: 3 clusters Score -228155.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -228165.937500 Penalty: 2446.532959
	Iteration 33Q: 3 clusters Score -228165.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -228174.671875 Penalty: 2446.532959
	Iteration 34Q: 3 clusters Score -228174.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -228177.203125 Penalty: 2446.532959
	Iteration 35Q: 3 clusters Score -228177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -228180.421875 Penalty: 2446.532959
	Iteration 36Q: 3 clusters Score -228180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -228183.125000 Penalty: 2446.532959
	Iteration 37Q: 3 clusters Score -228183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -228186.171875 Penalty: 2446.532959
	Iteration 38Q: 3 clusters Score -228186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -228189.500000 Penalty: 2446.532959
	Iteration 39Q: 3 clusters Score -228189.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -228196.890625 Penalty: 2446.532959
	Iteration 40F: 3 clusters Score -228196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -228201.218750 Penalty: 2446.532959
	Iteration 41Q: 3 clusters Score -228201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -228202.328125 Penalty: 2446.532959
	Iteration 42Q: 3 clusters Score -228202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -228203.578125 Penalty: 2446.532959
	Iteration 43Q: 3 clusters Score -228203.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -228205.968750 Penalty: 2446.532959
	Iteration 44Q: 3 clusters Score -228206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -228206.843750 Penalty: 2446.532959
	Iteration 45Q: 3 clusters Score -228206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -228208.500000 Penalty: 2446.532959
	Iteration 46Q: 3 clusters Score -228208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -228209.359375 Penalty: 2446.532959
	Iteration 47Q: 3 clusters Score -228209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -228210.046875 Penalty: 2446.532959
	Iteration 48Q: 3 clusters Score -228210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -228210.046875 Penalty: 2446.532959
	Iteration 49F: 3 clusters Score -228210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (63256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Entering Unmasked Estep 
Score: -7858401.500000 Penalty: 1796.428589
	Iteration 0F: 2 clusters Score -7858402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -7816871.000000 Penalty: 3592.857178
	Iteration 0F: 3 clusters Score -7816871 nChanged 29866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -7834106.500000 Penalty: 3592.857178
	Iteration 1F: 3 clusters Score -7834106 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -7835265.500000 Penalty: 3592.857178
	Iteration 2Q: 3 clusters Score -7835266 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -7837010.500000 Penalty: 3592.857178
	Iteration 3F: 3 clusters Score -7837010 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -7839815.500000 Penalty: 3592.857178
	Iteration 4F: 3 clusters Score -7839816 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -7843772.000000 Penalty: 3592.857178
	Iteration 5F: 3 clusters Score -7843772 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -7848121.000000 Penalty: 3592.857178
	Iteration 6F: 3 clusters Score -7848121 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -7851691.500000 Penalty: 3592.857178
	Iteration 7F: 3 clusters Score -7851692 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -7854066.000000 Penalty: 3592.857178
	Iteration 8Q: 3 clusters Score -7854066 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -7855241.500000 Penalty: 3592.857178
	Iteration 9Q: 3 clusters Score -7855242 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -7855804.500000 Penalty: 3592.857178
	Iteration 10Q: 3 clusters Score -7855804 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -7856164.000000 Penalty: 3592.857178
	Iteration 11Q: 3 clusters Score -7856164 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -7856354.000000 Penalty: 3592.857178
	Iteration 12Q: 3 clusters Score -7856354 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -7856472.000000 Penalty: 3592.857178
	Iteration 13Q: 3 clusters Score -7856472 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -7856569.500000 Penalty: 3592.857178
	Iteration 14Q: 3 clusters Score -7856570 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -7856636.000000 Penalty: 3592.857178
	Iteration 15Q: 3 clusters Score -7856636 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -7856711.000000 Penalty: 3592.857178
	Iteration 16Q: 3 clusters Score -7856711 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -7856799.500000 Penalty: 3592.857178
	Iteration 17Q: 3 clusters Score -7856800 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -7856867.000000 Penalty: 3592.857178
	Iteration 18Q: 3 clusters Score -7856867 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -7856911.000000 Penalty: 3592.857178
	Iteration 19Q: 3 clusters Score -7856911 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -7856909.500000 Penalty: 3592.857178
	Iteration 20F: 3 clusters Score -7856910 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -7856937.500000 Penalty: 3592.857178
	Iteration 21Q: 3 clusters Score -7856938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -7856944.500000 Penalty: 3592.857178
	Iteration 22Q: 3 clusters Score -7856944 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 62016 members 
Entering Unmasked Estep 
Score: -7856982.000000 Penalty: 3592.857178
	Iteration 23Q: 3 clusters Score -7856982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -7857022.500000 Penalty: 3592.857178
	Iteration 24Q: 3 clusters Score -7857022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -7857068.000000 Penalty: 3592.857178
	Iteration 25Q: 3 clusters Score -7857068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -7857105.000000 Penalty: 3592.857178
	Iteration 26Q: 3 clusters Score -7857105 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -7857106.000000 Penalty: 3592.857178
	Iteration 27Q: 3 clusters Score -7857106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -7857132.000000 Penalty: 3592.857178
	Iteration 28Q: 3 clusters Score -7857132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -7857149.000000 Penalty: 3592.857178
	Iteration 29Q: 3 clusters Score -7857149 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -7857164.000000 Penalty: 3592.857178
	Iteration 30Q: 3 clusters Score -7857164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -7857180.000000 Penalty: 3592.857178
	Iteration 31Q: 3 clusters Score -7857180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -7857193.500000 Penalty: 3592.857178
	Iteration 32Q: 3 clusters Score -7857194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -7857211.000000 Penalty: 3592.857178
	Iteration 33Q: 3 clusters Score -7857211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -7857211.000000 Penalty: 3592.857178
	Iteration 34Q: 3 clusters Score -7857211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -7857228.500000 Penalty: 3592.857178
	Iteration 35Q: 3 clusters Score -7857228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -7857231.500000 Penalty: 3592.857178
	Iteration 36Q: 3 clusters Score -7857232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -7857241.000000 Penalty: 3592.857178
	Iteration 37Q: 3 clusters Score -7857241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -7857248.500000 Penalty: 3592.857178
	Iteration 38Q: 3 clusters Score -7857248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -7857262.000000 Penalty: 3592.857178
	Iteration 39Q: 3 clusters Score -7857262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -7857259.000000 Penalty: 3592.857178
	Iteration 40F: 3 clusters Score -7857259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -7857269.500000 Penalty: 3592.857178
	Iteration 41Q: 3 clusters Score -7857270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -7857263.500000 Penalty: 3592.857178
	Iteration 42Q: 3 clusters Score -7857264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -7857258.500000 Penalty: 3592.857178
	Iteration 43Q: 3 clusters Score -7857258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -7857260.500000 Penalty: 3592.857178
	Iteration 44Q: 3 clusters Score -7857260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -7857262.000000 Penalty: 3592.857178
	Iteration 45Q: 3 clusters Score -7857262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -7857262.000000 Penalty: 3592.857178
	Iteration 46F: 3 clusters Score -7857262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Entering Unmasked Estep 
Score: -988173.562500 Penalty: 1455.950684
	Iteration 0F: 2 clusters Score -988173.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -982358.187500 Penalty: 2911.901367
	Iteration 0F: 3 clusters Score -982358.2 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -984127.187500 Penalty: 2911.901367
	Iteration 1F: 3 clusters Score -984127.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -984330.562500 Penalty: 2911.901367
	Iteration 2F: 3 clusters Score -984330.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -984480.437500 Penalty: 2911.901367
	Iteration 3Q: 3 clusters Score -984480.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -984599.312500 Penalty: 2911.901367
	Iteration 4Q: 3 clusters Score -984599.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -984706.875000 Penalty: 2911.901367
	Iteration 5Q: 3 clusters Score -984706.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -984822.687500 Penalty: 2911.901367
	Iteration 6Q: 3 clusters Score -984822.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -984935.500000 Penalty: 2911.901367
	Iteration 7Q: 3 clusters Score -984935.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -985063.437500 Penalty: 2911.901367
	Iteration 8Q: 3 clusters Score -985063.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -985203.562500 Penalty: 2911.901367
	Iteration 9Q: 3 clusters Score -985203.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -985380.937500 Penalty: 2911.901367
	Iteration 10Q: 3 clusters Score -985380.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -985600.000000 Penalty: 2911.901367
	Iteration 11Q: 3 clusters Score -985600 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -985835.750000 Penalty: 2911.901367
	Iteration 12Q: 3 clusters Score -985835.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -986049.437500 Penalty: 2911.901367
	Iteration 13Q: 3 clusters Score -986049.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -986213.250000 Penalty: 2911.901367
	Iteration 14Q: 3 clusters Score -986213.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -986335.687500 Penalty: 2911.901367
	Iteration 15Q: 3 clusters Score -986335.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -986433.125000 Penalty: 2911.901367
	Iteration 16Q: 3 clusters Score -986433.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -986509.375000 Penalty: 2911.901367
	Iteration 17Q: 3 clusters Score -986509.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -986570.937500 Penalty: 2911.901367
	Iteration 18Q: 3 clusters Score -986570.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -986625.500000 Penalty: 2911.901367
	Iteration 19Q: 3 clusters Score -986625.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -986660.500000 Penalty: 2911.901367
	Iteration 20F: 3 clusters Score -986660.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -986696.187500 Penalty: 2911.901367
	Iteration 21Q: 3 clusters Score -986696.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -986726.875000 Penalty: 2911.901367
	Iteration 22Q: 3 clusters Score -986726.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -986746.812500 Penalty: 2911.901367
	Iteration 23Q: 3 clusters Score -986746.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -986766.312500 Penalty: 2911.901367
	Iteration 24Q: 3 clusters Score -986766.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -986790.750000 Penalty: 2911.901367
	Iteration 25Q: 3 clusters Score -986790.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -986816.187500 Penalty: 2911.901367
	Iteration 26Q: 3 clusters Score -986816.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -986844.750000 Penalty: 2911.901367
	Iteration 27Q: 3 clusters Score -986844.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -986872.187500 Penalty: 2911.901367
	Iteration 28Q: 3 clusters Score -986872.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -986895.875000 Penalty: 2911.901367
	Iteration 29Q: 3 clusters Score -986895.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -986911.000000 Penalty: 2911.901367
	Iteration 30Q: 3 clusters Score -986911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -986926.625000 Penalty: 2911.901367
	Iteration 31Q: 3 clusters Score -986926.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -986938.500000 Penalty: 2911.901367
	Iteration 32Q: 3 clusters Score -986938.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -986955.000000 Penalty: 2911.901367
	Iteration 33Q: 3 clusters Score -986955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -986972.875000 Penalty: 2911.901367
	Iteration 34Q: 3 clusters Score -986972.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -986984.875000 Penalty: 2911.901367
	Iteration 35Q: 3 clusters Score -986984.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -986992.437500 Penalty: 2911.901367
	Iteration 36Q: 3 clusters Score -986992.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -986999.125000 Penalty: 2911.901367
	Iteration 37Q: 3 clusters Score -986999.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -987006.250000 Penalty: 2911.901367
	Iteration 38Q: 3 clusters Score -987006.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -987010.750000 Penalty: 2911.901367
	Iteration 39Q: 3 clusters Score -987010.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -987013.125000 Penalty: 2911.901367
	Iteration 40F: 3 clusters Score -987013.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -987014.000000 Penalty: 2911.901367
	Iteration 41Q: 3 clusters Score -987014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -987015.187500 Penalty: 2911.901367
	Iteration 42Q: 3 clusters Score -987015.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -987015.875000 Penalty: 2911.901367
	Iteration 43Q: 3 clusters Score -987015.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -987016.625000 Penalty: 2911.901367
	Iteration 44Q: 3 clusters Score -987016.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -987019.187500 Penalty: 2911.901367
	Iteration 45Q: 3 clusters Score -987019.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -987022.437500 Penalty: 2911.901367
	Iteration 46Q: 3 clusters Score -987022.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -987026.500000 Penalty: 2911.901367
	Iteration 47Q: 3 clusters Score -987026.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -987030.500000 Penalty: 2911.901367
	Iteration 48Q: 3 clusters Score -987030.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -987030.312500 Penalty: 2911.901367
	Iteration 49Q: 3 clusters Score -987030.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -987032.125000 Penalty: 2911.901367
	Iteration 50Q: 3 clusters Score -987032.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -987034.375000 Penalty: 2911.901367
	Iteration 51Q: 3 clusters Score -987034.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -987036.000000 Penalty: 2911.901367
	Iteration 52Q: 3 clusters Score -987036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -987035.250000 Penalty: 2911.901367
	Iteration 53Q: 3 clusters Score -987035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -987034.687500 Penalty: 2911.901367
	Iteration 54Q: 3 clusters Score -987034.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -987036.875000 Penalty: 2911.901367
	Iteration 55Q: 3 clusters Score -987036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -987036.000000 Penalty: 2911.901367
	Iteration 56Q: 3 clusters Score -987036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -987036.812500 Penalty: 2911.901367
	Iteration 57Q: 3 clusters Score -987036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -987036.812500 Penalty: 2911.901367
	Iteration 58F: 3 clusters Score -987036.8 nChanged 0
24->27 Clusters: Score -62644448.000000, best is -62658160.000000

Starting from 25 clusters...
--- Clustering full data set of 514761 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 21253 members 
Mstep: Class 3 contains 21405 members 
Mstep: Class 4 contains 21545 members 
Mstep: Class 5 contains 21449 members 
Mstep: Class 6 contains 21594 members 
Mstep: Class 7 contains 21171 members 
Mstep: Class 8 contains 21215 members 
Mstep: Class 9 contains 21525 members 
Mstep: Class 10 contains 21715 members 
Mstep: Class 11 contains 21340 members 
Mstep: Class 12 contains 21613 members 
Mstep: Class 13 contains 21135 members 
Mstep: Class 14 contains 21438 members 
Mstep: Class 15 contains 21391 members 
Mstep: Class 16 contains 21676 members 
Mstep: Class 17 contains 21414 members 
Mstep: Class 18 contains 21244 members 
Mstep: Class 19 contains 21638 members 
Mstep: Class 20 contains 21683 members 
Mstep: Class 21 contains 21498 members 
Mstep: Class 22 contains 21556 members 
Mstep: Class 23 contains 21310 members 
Mstep: Class 24 contains 21377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 731.392883 but Gain 2137.109375
Score: -60129268.000000 Penalty: 49153.574219
Iteration 0F: 24 clusters Score -6.012927e+07 nChanged 492573
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 12406 members 
Mstep: Class 3 contains 28074 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 15970 members 
Mstep: Class 6 contains 6275 members 
Mstep: Class 7 contains 10572 members 
Mstep: Class 8 contains 9592 members 
Mstep: Class 9 contains 7310 members 
Mstep: Class 10 contains 48864 members 
Mstep: Class 11 contains 39279 members 
Mstep: Class 13 contains 16229 members 
Mstep: Class 14 contains 36374 members 
Mstep: Class 15 contains 6631 members 
Mstep: Class 16 contains 1924 members 
Mstep: Class 17 contains 10064 members 
Mstep: Class 18 contains 3250 members 
Mstep: Class 19 contains 186325 members 
Mstep: Class 20 contains 9135 members 
Mstep: Class 21 contains 7512 members 
Mstep: Class 22 contains 9098 members 
Mstep: Class 23 contains 6591 members 
Mstep: Class 24 contains 25109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 819.332581 but Gain 2137.113281
Score: -61461704.000000 Penalty: 47016.460938
Iteration 1F: 23 clusters Score -6.14617e+07 nChanged 177348
Entering Unmasked Mstep 
Mstep: Class 0 contains 319 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 36424 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 12103 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 12943 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 8637 members 
Mstep: Class 10 contains 68720 members 
Mstep: Class 11 contains 50233 members 
Mstep: Class 13 contains 12137 members 
Mstep: Class 14 contains 47794 members 
Mstep: Class 15 contains 3323 members 
Mstep: Class 17 contains 6854 members 
Mstep: Class 18 contains 1520 members 
Mstep: Class 19 contains 177222 members 
Mstep: Class 20 contains 9355 members 
Mstep: Class 21 contains 3856 members 
Mstep: Class 22 contains 7270 members 
Mstep: Class 23 contains 3992 members 
Mstep: Class 24 contains 19561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1618.270508 but Gain 2137.109375
Score: -61704332.000000 Penalty: 44879.351562
Iteration 2F: 22 clusters Score -6.170433e+07 nChanged 142203
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 7625 members 
Mstep: Class 3 contains 65008 members 
Mstep: Class 5 contains 7392 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 23216 members 
Mstep: Class 8 contains 6588 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 89064 members 
Mstep: Class 11 contains 60037 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 50657 members 
Mstep: Class 15 contains 2964 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 127504 members 
Mstep: Class 20 contains 12080 members 
Mstep: Class 21 contains 2886 members 
Mstep: Class 22 contains 7077 members 
Mstep: Class 23 contains 3753 members 
Mstep: Class 24 contains 14335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62016968.000000 Penalty: 44879.351562
Iteration 3F: 22 clusters Score -6.201697e+07 nChanged 115968
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 90526 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 4022 members 
Mstep: Class 7 contains 35808 members 
Mstep: Class 8 contains 5933 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 94334 members 
Mstep: Class 11 contains 65268 members 
Mstep: Class 13 contains 3765 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 2914 members 
Mstep: Class 17 contains 4608 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 100142 members 
Mstep: Class 20 contains 15175 members 
Mstep: Class 21 contains 2014 members 
Mstep: Class 22 contains 6552 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 8518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62174680.000000 Penalty: 44879.351562
Iteration 4F: 22 clusters Score -6.217468e+07 nChanged 86896
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5760 members 
Mstep: Class 3 contains 99752 members 
Mstep: Class 5 contains 2717 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 49110 members 
Mstep: Class 8 contains 5201 members 
Mstep: Class 9 contains 6761 members 
Mstep: Class 10 contains 82636 members 
Mstep: Class 11 contains 74110 members 
Mstep: Class 13 contains 2250 members 
Mstep: Class 14 contains 43498 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 91322 members 
Mstep: Class 20 contains 17239 members 
Mstep: Class 21 contains 1939 members 
Mstep: Class 22 contains 5965 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 5031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1845.544067 but Gain 2137.113281
Score: -62262892.000000 Penalty: 42742.238281
Iteration 5F: 21 clusters Score -6.226289e+07 nChanged 73207
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 104296 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 7024 members 
Mstep: Class 7 contains 63326 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 68063 members 
Mstep: Class 11 contains 85327 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 41528 members 
Mstep: Class 15 contains 3272 members 
Mstep: Class 17 contains 4205 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 82028 members 
Mstep: Class 20 contains 17841 members 
Mstep: Class 21 contains 2240 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 24 contains 3302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62334828.000000 Penalty: 42742.238281
Iteration 6F: 21 clusters Score -6.233483e+07 nChanged 58897
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5854 members 
Mstep: Class 3 contains 107130 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 8276 members 
Mstep: Class 7 contains 75822 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 5704 members 
Mstep: Class 10 contains 55631 members 
Mstep: Class 11 contains 95313 members 
Mstep: Class 13 contains 1814 members 
Mstep: Class 14 contains 41288 members 
Mstep: Class 15 contains 3332 members 
Mstep: Class 17 contains 4005 members 
Mstep: Class 18 contains 512 members 
Mstep: Class 19 contains 71640 members 
Mstep: Class 20 contains 17334 members 
Mstep: Class 21 contains 2173 members 
Mstep: Class 22 contains 5099 members 
Mstep: Class 24 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1935.379028 but Gain 2137.113281
Score: -62381788.000000 Penalty: 40605.125000
Iteration 7F: 20 clusters Score -6.238179e+07 nChanged 49903
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6251 members 
Mstep: Class 3 contains 109078 members 
Mstep: Class 5 contains 2303 members 
Mstep: Class 6 contains 9057 members 
Mstep: Class 7 contains 85428 members 
Mstep: Class 8 contains 4700 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 47796 members 
Mstep: Class 11 contains 101545 members 
Mstep: Class 13 contains 1824 members 
Mstep: Class 14 contains 45147 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 17 contains 3854 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 60883 members 
Mstep: Class 20 contains 16717 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 4817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62416772.000000 Penalty: 40605.125000
Iteration 8F: 20 clusters Score -6.241677e+07 nChanged 39936
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6439 members 
Mstep: Class 3 contains 110466 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 9465 members 
Mstep: Class 7 contains 92192 members 
Mstep: Class 8 contains 4663 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 42311 members 
Mstep: Class 11 contains 102285 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 14 contains 51483 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 567 members 
Mstep: Class 19 contains 52440 members 
Mstep: Class 20 contains 16184 members 
Mstep: Class 21 contains 2122 members 
Mstep: Class 22 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1977.666626 but Gain 2137.109375
Score: -62437896.000000 Penalty: 38468.015625
Iteration 9F: 19 clusters Score -6.24379e+07 nChanged 34864
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 2 contains 6532 members 
Mstep: Class 3 contains 111751 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 9737 members 
Mstep: Class 7 contains 97026 members 
Mstep: Class 8 contains 4651 members 
Mstep: Class 9 contains 4769 members 
Mstep: Class 10 contains 38602 members 
Mstep: Class 11 contains 99884 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 60087 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 17 contains 3839 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 46128 members 
Mstep: Class 20 contains 15917 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62454140.000000 Penalty: 38468.015625
Iteration 10F: 19 clusters Score -6.245414e+07 nChanged 29276
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6560 members 
Mstep: Class 3 contains 113207 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 9918 members 
Mstep: Class 7 contains 100202 members 
Mstep: Class 8 contains 4650 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 35942 members 
Mstep: Class 11 contains 93539 members 
Mstep: Class 13 contains 2378 members 
Mstep: Class 14 contains 68746 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 17 contains 3840 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 41627 members 
Mstep: Class 20 contains 15898 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62467084.000000 Penalty: 38468.015625
Iteration 11F: 19 clusters Score -6.246708e+07 nChanged 26616
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6603 members 
Mstep: Class 3 contains 114631 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 101654 members 
Mstep: Class 8 contains 4655 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 34857 members 
Mstep: Class 11 contains 85286 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 77567 members 
Mstep: Class 15 contains 4479 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 38798 members 
Mstep: Class 20 contains 15942 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 4281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62480340.000000 Penalty: 38468.015625
Iteration 12F: 19 clusters Score -6.248034e+07 nChanged 22957
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6655 members 
Mstep: Class 3 contains 115480 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 9873 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 4706 members 
Mstep: Class 9 contains 4155 members 
Mstep: Class 10 contains 35213 members 
Mstep: Class 11 contains 77954 members 
Mstep: Class 13 contains 2980 members 
Mstep: Class 14 contains 84670 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 17 contains 4200 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 37276 members 
Mstep: Class 20 contains 15971 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 4274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62490072.000000 Penalty: 38468.015625
Iteration 13Q: 19 clusters Score -6.249007e+07 nChanged 19246
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6669 members 
Mstep: Class 3 contains 115790 members 
Mstep: Class 5 contains 2024 members 
Mstep: Class 6 contains 9633 members 
Mstep: Class 7 contains 101176 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 36564 members 
Mstep: Class 11 contains 72128 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 14 contains 89726 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 17 contains 4515 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 36608 members 
Mstep: Class 20 contains 16028 members 
Mstep: Class 21 contains 2506 members 
Mstep: Class 22 contains 4268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62499144.000000 Penalty: 38468.015625
Iteration 14Q: 19 clusters Score -6.249914e+07 nChanged 16500
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6699 members 
Mstep: Class 3 contains 115578 members 
Mstep: Class 5 contains 1981 members 
Mstep: Class 6 contains 9328 members 
Mstep: Class 7 contains 100304 members 
Mstep: Class 8 contains 4839 members 
Mstep: Class 9 contains 3853 members 
Mstep: Class 10 contains 38243 members 
Mstep: Class 11 contains 67403 members 
Mstep: Class 13 contains 3391 members 
Mstep: Class 14 contains 93670 members 
Mstep: Class 15 contains 4560 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 546 members 
Mstep: Class 19 contains 36450 members 
Mstep: Class 20 contains 16110 members 
Mstep: Class 21 contains 2611 members 
Mstep: Class 22 contains 4301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62506584.000000 Penalty: 38468.015625
Iteration 15Q: 19 clusters Score -6.250658e+07 nChanged 14089
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6680 members 
Mstep: Class 3 contains 114979 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 9044 members 
Mstep: Class 7 contains 99194 members 
Mstep: Class 8 contains 4884 members 
Mstep: Class 9 contains 3752 members 
Mstep: Class 10 contains 40175 members 
Mstep: Class 11 contains 64061 members 
Mstep: Class 13 contains 3550 members 
Mstep: Class 14 contains 96261 members 
Mstep: Class 15 contains 4565 members 
Mstep: Class 17 contains 5228 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 36583 members 
Mstep: Class 20 contains 16188 members 
Mstep: Class 21 contains 2706 members 
Mstep: Class 22 contains 4381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62512808.000000 Penalty: 38468.015625
Iteration 16Q: 19 clusters Score -6.251281e+07 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6653 members 
Mstep: Class 3 contains 114126 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 8804 members 
Mstep: Class 7 contains 97800 members 
Mstep: Class 8 contains 4968 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 42276 members 
Mstep: Class 11 contains 61808 members 
Mstep: Class 13 contains 3700 members 
Mstep: Class 14 contains 97911 members 
Mstep: Class 15 contains 4561 members 
Mstep: Class 17 contains 5581 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 36918 members 
Mstep: Class 20 contains 16220 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 4482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62517336.000000 Penalty: 38468.015625
Iteration 17Q: 19 clusters Score -6.251734e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6632 members 
Mstep: Class 3 contains 113136 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 8629 members 
Mstep: Class 7 contains 96267 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 44518 members 
Mstep: Class 11 contains 60432 members 
Mstep: Class 13 contains 3801 members 
Mstep: Class 14 contains 98817 members 
Mstep: Class 15 contains 4561 members 
Mstep: Class 17 contains 5905 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 37303 members 
Mstep: Class 20 contains 16222 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 4621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62521192.000000 Penalty: 38468.015625
Iteration 18Q: 19 clusters Score -6.252119e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6600 members 
Mstep: Class 3 contains 111951 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 8466 members 
Mstep: Class 7 contains 94796 members 
Mstep: Class 8 contains 5092 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 47075 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 13 contains 3883 members 
Mstep: Class 14 contains 99130 members 
Mstep: Class 15 contains 4535 members 
Mstep: Class 17 contains 6153 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 37575 members 
Mstep: Class 20 contains 16221 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 4760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62524420.000000 Penalty: 38468.015625
Iteration 19Q: 19 clusters Score -6.252442e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6574 members 
Mstep: Class 3 contains 110641 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 8345 members 
Mstep: Class 7 contains 93275 members 
Mstep: Class 8 contains 5129 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 49904 members 
Mstep: Class 11 contains 59425 members 
Mstep: Class 13 contains 3965 members 
Mstep: Class 14 contains 99001 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 539 members 
Mstep: Class 19 contains 37779 members 
Mstep: Class 20 contains 16225 members 
Mstep: Class 21 contains 2832 members 
Mstep: Class 22 contains 4911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62528380.000000 Penalty: 38468.015625
Iteration 20F: 19 clusters Score -6.252838e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 109028 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 8185 members 
Mstep: Class 7 contains 91678 members 
Mstep: Class 8 contains 5208 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 53328 members 
Mstep: Class 11 contains 59395 members 
Mstep: Class 13 contains 3980 members 
Mstep: Class 14 contains 98500 members 
Mstep: Class 15 contains 4491 members 
Mstep: Class 17 contains 6487 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 38010 members 
Mstep: Class 20 contains 16185 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62532460.000000 Penalty: 38468.015625
Iteration 21Q: 19 clusters Score -6.253246e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6506 members 
Mstep: Class 3 contains 107139 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 8032 members 
Mstep: Class 7 contains 90064 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 3258 members 
Mstep: Class 10 contains 57246 members 
Mstep: Class 11 contains 59640 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 97648 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 17 contains 6599 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 38201 members 
Mstep: Class 20 contains 16118 members 
Mstep: Class 21 contains 2792 members 
Mstep: Class 22 contains 5253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62537452.000000 Penalty: 38468.015625
Iteration 22Q: 19 clusters Score -6.253745e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6450 members 
Mstep: Class 3 contains 105037 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 7922 members 
Mstep: Class 7 contains 88307 members 
Mstep: Class 8 contains 5378 members 
Mstep: Class 9 contains 3208 members 
Mstep: Class 10 contains 61740 members 
Mstep: Class 11 contains 60006 members 
Mstep: Class 13 contains 3987 members 
Mstep: Class 14 contains 96522 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 38388 members 
Mstep: Class 20 contains 16037 members 
Mstep: Class 21 contains 2764 members 
Mstep: Class 22 contains 5385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62542472.000000 Penalty: 38468.015625
Iteration 23Q: 19 clusters Score -6.254247e+07 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 102755 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 7789 members 
Mstep: Class 7 contains 86582 members 
Mstep: Class 8 contains 5424 members 
Mstep: Class 9 contains 3185 members 
Mstep: Class 10 contains 66636 members 
Mstep: Class 11 contains 60503 members 
Mstep: Class 13 contains 3963 members 
Mstep: Class 14 contains 95082 members 
Mstep: Class 15 contains 4444 members 
Mstep: Class 17 contains 6757 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 38554 members 
Mstep: Class 20 contains 15982 members 
Mstep: Class 21 contains 2731 members 
Mstep: Class 22 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62547104.000000 Penalty: 38468.015625
Iteration 24Q: 19 clusters Score -6.25471e+07 nChanged 11040
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6366 members 
Mstep: Class 3 contains 100460 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 7659 members 
Mstep: Class 7 contains 84815 members 
Mstep: Class 8 contains 5513 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 71848 members 
Mstep: Class 11 contains 60961 members 
Mstep: Class 13 contains 3951 members 
Mstep: Class 14 contains 93430 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 546 members 
Mstep: Class 19 contains 38727 members 
Mstep: Class 20 contains 15870 members 
Mstep: Class 21 contains 2685 members 
Mstep: Class 22 contains 5624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62551576.000000 Penalty: 38468.015625
Iteration 25Q: 19 clusters Score -6.255158e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6340 members 
Mstep: Class 3 contains 98123 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 7556 members 
Mstep: Class 7 contains 82974 members 
Mstep: Class 8 contains 5612 members 
Mstep: Class 9 contains 3136 members 
Mstep: Class 10 contains 77205 members 
Mstep: Class 11 contains 61423 members 
Mstep: Class 13 contains 3957 members 
Mstep: Class 14 contains 91667 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38969 members 
Mstep: Class 20 contains 15737 members 
Mstep: Class 21 contains 2631 members 
Mstep: Class 22 contains 5718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62555880.000000 Penalty: 38468.015625
Iteration 26Q: 19 clusters Score -6.255588e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6335 members 
Mstep: Class 3 contains 95888 members 
Mstep: Class 5 contains 1870 members 
Mstep: Class 6 contains 7437 members 
Mstep: Class 7 contains 81332 members 
Mstep: Class 8 contains 5692 members 
Mstep: Class 9 contains 3116 members 
Mstep: Class 10 contains 82076 members 
Mstep: Class 11 contains 62042 members 
Mstep: Class 13 contains 3973 members 
Mstep: Class 14 contains 89951 members 
Mstep: Class 15 contains 4343 members 
Mstep: Class 17 contains 6874 members 
Mstep: Class 18 contains 554 members 
Mstep: Class 19 contains 39222 members 
Mstep: Class 20 contains 15626 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 5806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62559996.000000 Penalty: 38468.015625
Iteration 27Q: 19 clusters Score -6.256e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6342 members 
Mstep: Class 3 contains 94095 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 7327 members 
Mstep: Class 7 contains 79917 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 3119 members 
Mstep: Class 10 contains 85963 members 
Mstep: Class 11 contains 62893 members 
Mstep: Class 13 contains 3986 members 
Mstep: Class 14 contains 88240 members 
Mstep: Class 15 contains 4294 members 
Mstep: Class 17 contains 6893 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 39489 members 
Mstep: Class 20 contains 15525 members 
Mstep: Class 21 contains 2537 members 
Mstep: Class 22 contains 5907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62562752.000000 Penalty: 38468.015625
Iteration 28Q: 19 clusters Score -6.256275e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6342 members 
Mstep: Class 3 contains 92732 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 7207 members 
Mstep: Class 7 contains 78814 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 3132 members 
Mstep: Class 10 contains 88923 members 
Mstep: Class 11 contains 63807 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 86729 members 
Mstep: Class 15 contains 4255 members 
Mstep: Class 17 contains 6916 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 39705 members 
Mstep: Class 20 contains 15415 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 5989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62563796.000000 Penalty: 38468.015625
Iteration 29Q: 19 clusters Score -6.25638e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6348 members 
Mstep: Class 3 contains 91709 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 7134 members 
Mstep: Class 7 contains 77841 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 91083 members 
Mstep: Class 11 contains 64757 members 
Mstep: Class 13 contains 4021 members 
Mstep: Class 14 contains 85368 members 
Mstep: Class 15 contains 4228 members 
Mstep: Class 17 contains 6958 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 39952 members 
Mstep: Class 20 contains 15325 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 6083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62564012.000000 Penalty: 38468.015625
Iteration 30Q: 19 clusters Score -6.256401e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6358 members 
Mstep: Class 3 contains 91042 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 7076 members 
Mstep: Class 7 contains 76997 members 
Mstep: Class 8 contains 5863 members 
Mstep: Class 9 contains 3164 members 
Mstep: Class 10 contains 92494 members 
Mstep: Class 11 contains 65742 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 84193 members 
Mstep: Class 15 contains 4205 members 
Mstep: Class 17 contains 6995 members 
Mstep: Class 18 contains 558 members 
Mstep: Class 19 contains 40191 members 
Mstep: Class 20 contains 15271 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 6176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62564376.000000 Penalty: 38468.015625
Iteration 31Q: 19 clusters Score -6.256438e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 90590 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 7058 members 
Mstep: Class 7 contains 76349 members 
Mstep: Class 8 contains 5878 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 93374 members 
Mstep: Class 11 contains 66775 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 14 contains 83101 members 
Mstep: Class 15 contains 4180 members 
Mstep: Class 17 contains 7043 members 
Mstep: Class 18 contains 558 members 
Mstep: Class 19 contains 40378 members 
Mstep: Class 20 contains 15218 members 
Mstep: Class 21 contains 2388 members 
Mstep: Class 22 contains 6271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62564956.000000 Penalty: 38468.015625
Iteration 32Q: 19 clusters Score -6.256496e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6391 members 
Mstep: Class 3 contains 90254 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 7052 members 
Mstep: Class 7 contains 75797 members 
Mstep: Class 8 contains 5889 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 94006 members 
Mstep: Class 11 contains 67715 members 
Mstep: Class 13 contains 4121 members 
Mstep: Class 14 contains 82150 members 
Mstep: Class 15 contains 4144 members 
Mstep: Class 17 contains 7081 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 40564 members 
Mstep: Class 20 contains 15169 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 6372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62565228.000000 Penalty: 38468.015625
Iteration 33Q: 19 clusters Score -6.256523e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6405 members 
Mstep: Class 3 contains 90035 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 7073 members 
Mstep: Class 7 contains 75336 members 
Mstep: Class 8 contains 5881 members 
Mstep: Class 9 contains 3185 members 
Mstep: Class 10 contains 94463 members 
Mstep: Class 11 contains 68502 members 
Mstep: Class 13 contains 4131 members 
Mstep: Class 14 contains 81362 members 
Mstep: Class 15 contains 4108 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 40703 members 
Mstep: Class 20 contains 15158 members 
Mstep: Class 21 contains 2331 members 
Mstep: Class 22 contains 6446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62565224.000000 Penalty: 38468.015625
Iteration 34Q: 19 clusters Score -6.256522e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6419 members 
Mstep: Class 3 contains 89879 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 7091 members 
Mstep: Class 7 contains 74903 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 94866 members 
Mstep: Class 11 contains 69208 members 
Mstep: Class 13 contains 4151 members 
Mstep: Class 14 contains 80648 members 
Mstep: Class 15 contains 4083 members 
Mstep: Class 17 contains 7162 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 40803 members 
Mstep: Class 20 contains 15141 members 
Mstep: Class 21 contains 2316 members 
Mstep: Class 22 contains 6503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62565416.000000 Penalty: 38468.015625
Iteration 35Q: 19 clusters Score -6.256542e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 89775 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 7106 members 
Mstep: Class 7 contains 74472 members 
Mstep: Class 8 contains 5863 members 
Mstep: Class 9 contains 3200 members 
Mstep: Class 10 contains 95205 members 
Mstep: Class 11 contains 69847 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 80007 members 
Mstep: Class 15 contains 4061 members 
Mstep: Class 17 contains 7202 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 40903 members 
Mstep: Class 20 contains 15126 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 6578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62565624.000000 Penalty: 38468.015625
Iteration 36Q: 19 clusters Score -6.256562e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6441 members 
Mstep: Class 3 contains 89706 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 7113 members 
Mstep: Class 7 contains 74110 members 
Mstep: Class 8 contains 5855 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 95485 members 
Mstep: Class 11 contains 70373 members 
Mstep: Class 13 contains 4192 members 
Mstep: Class 14 contains 79458 members 
Mstep: Class 15 contains 4046 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 40987 members 
Mstep: Class 20 contains 15103 members 
Mstep: Class 21 contains 2281 members 
Mstep: Class 22 contains 6638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62565692.000000 Penalty: 38468.015625
Iteration 37Q: 19 clusters Score -6.256569e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 6459 members 
Mstep: Class 3 contains 89657 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 7120 members 
Mstep: Class 7 contains 73773 members 
Mstep: Class 8 contains 5851 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 95753 members 
Mstep: Class 11 contains 70841 members 
Mstep: Class 13 contains 4210 members 
Mstep: Class 14 contains 78937 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 17 contains 7285 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 41066 members 
Mstep: Class 20 contains 15078 members 
Mstep: Class 21 contains 2270 members 
Mstep: Class 22 contains 6702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62565712.000000 Penalty: 38468.015625
Iteration 38Q: 19 clusters Score -6.256571e+07 nChanged 1320
Entering ConstructFrom: 
Score: -62565712.000000 Penalty: 38468.015625
Entering ConstructFrom: 
Trying to split cluster 2 (6466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Entering Unmasked Estep 
Score: -792321.250000 Penalty: 1425.825806
	Iteration 0F: 2 clusters Score -792321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -787463.187500 Penalty: 2851.651611
	Iteration 0F: 3 clusters Score -787463.2 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -788992.750000 Penalty: 2851.651611
	Iteration 1F: 3 clusters Score -788992.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -789284.937500 Penalty: 2851.651611
	Iteration 2F: 3 clusters Score -789284.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -789603.125000 Penalty: 2851.651611
	Iteration 3F: 3 clusters Score -789603.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -789998.375000 Penalty: 2851.651611
	Iteration 4F: 3 clusters Score -789998.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -790540.875000 Penalty: 2851.651611
	Iteration 5F: 3 clusters Score -790540.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -791161.562500 Penalty: 2851.651611
	Iteration 6F: 3 clusters Score -791161.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -791805.875000 Penalty: 2851.651611
	Iteration 7F: 3 clusters Score -791805.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -792419.375000 Penalty: 2851.651611
	Iteration 8F: 3 clusters Score -792419.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -793107.000000 Penalty: 2851.651611
	Iteration 9F: 3 clusters Score -793107 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -793554.250000 Penalty: 2851.651611
	Iteration 10Q: 3 clusters Score -793554.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -793672.000000 Penalty: 2851.651611
	Iteration 11Q: 3 clusters Score -793672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -793700.000000 Penalty: 2851.651611
	Iteration 12Q: 3 clusters Score -793700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -793704.437500 Penalty: 2851.651611
	Iteration 13Q: 3 clusters Score -793704.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -793707.125000 Penalty: 2851.651611
	Iteration 14Q: 3 clusters Score -793707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -793706.000000 Penalty: 2851.651611
	Iteration 15Q: 3 clusters Score -793706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -793706.000000 Penalty: 2851.651611
	Iteration 16F: 3 clusters Score -793706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 89618 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 7124 members 
Mstep: Class 7 contains 73469 members 
Mstep: Class 8 contains 5845 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 95987 members 
Mstep: Class 11 contains 71220 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 78477 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 17 contains 7332 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 41150 members 
Mstep: Class 20 contains 15053 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 6782 members 
Entering Unmasked Estep 
Score: -62566716.000000 Penalty: 40605.125000
Splitting cluster 2 changes total score from -62565712.000000 to -62566716.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (89618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89618 members 
Entering Unmasked Estep 
Score: -11137474.000000 Penalty: 1853.038208
	Iteration 0F: 2 clusters Score -1.113747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -11083778.000000 Penalty: 3706.076416
	Iteration 0F: 3 clusters Score -1.108378e+07 nChanged 42840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -11108848.000000 Penalty: 3706.076416
	Iteration 1F: 3 clusters Score -1.110885e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -11110094.000000 Penalty: 3706.076416
	Iteration 2Q: 3 clusters Score -1.111009e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -11111849.000000 Penalty: 3706.076416
	Iteration 3Q: 3 clusters Score -1.111185e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -11114366.000000 Penalty: 3706.076416
	Iteration 4F: 3 clusters Score -1.111437e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 62540 members 
Entering Unmasked Estep 
Score: -11117476.000000 Penalty: 3706.076416
	Iteration 5F: 3 clusters Score -1.111748e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -11120896.000000 Penalty: 3706.076416
	Iteration 6F: 3 clusters Score -1.11209e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 72532 members 
Entering Unmasked Estep 
Score: -11124215.000000 Penalty: 3706.076416
	Iteration 7F: 3 clusters Score -1.112422e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -11126918.000000 Penalty: 3706.076416
	Iteration 8Q: 3 clusters Score -1.112692e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 78114 members 
Entering Unmasked Estep 
Score: -11128867.000000 Penalty: 3706.076416
	Iteration 9Q: 3 clusters Score -1.112887e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 79513 members 
Entering Unmasked Estep 
Score: -11130220.000000 Penalty: 3706.076416
	Iteration 10Q: 3 clusters Score -1.113022e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -11131025.000000 Penalty: 3706.076416
	Iteration 11Q: 3 clusters Score -1.113102e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 81139 members 
Entering Unmasked Estep 
Score: -11131561.000000 Penalty: 3706.076416
	Iteration 12Q: 3 clusters Score -1.113156e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 81746 members 
Entering Unmasked Estep 
Score: -11131959.000000 Penalty: 3706.076416
	Iteration 13Q: 3 clusters Score -1.113196e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 82383 members 
Entering Unmasked Estep 
Score: -11132399.000000 Penalty: 3706.076416
	Iteration 14Q: 3 clusters Score -1.11324e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 83028 members 
Entering Unmasked Estep 
Score: -11132775.000000 Penalty: 3706.076416
	Iteration 15Q: 3 clusters Score -1.113278e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 83625 members 
Entering Unmasked Estep 
Score: -11133105.000000 Penalty: 3706.076416
	Iteration 16Q: 3 clusters Score -1.11331e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -11133496.000000 Penalty: 3706.076416
	Iteration 17Q: 3 clusters Score -1.11335e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 84681 members 
Entering Unmasked Estep 
Score: -11133829.000000 Penalty: 3706.076416
	Iteration 18Q: 3 clusters Score -1.113383e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 85188 members 
Entering Unmasked Estep 
Score: -11134139.000000 Penalty: 3706.076416
	Iteration 19Q: 3 clusters Score -1.113414e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 85611 members 
Entering Unmasked Estep 
Score: -11134396.000000 Penalty: 3706.076416
	Iteration 20F: 3 clusters Score -1.11344e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 85984 members 
Entering Unmasked Estep 
Score: -11134670.000000 Penalty: 3706.076416
	Iteration 21Q: 3 clusters Score -1.113467e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -11134874.000000 Penalty: 3706.076416
	Iteration 22Q: 3 clusters Score -1.113487e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -11135051.000000 Penalty: 3706.076416
	Iteration 23Q: 3 clusters Score -1.113505e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -11135171.000000 Penalty: 3706.076416
	Iteration 24Q: 3 clusters Score -1.113517e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 87087 members 
Entering Unmasked Estep 
Score: -11135299.000000 Penalty: 3706.076416
	Iteration 25Q: 3 clusters Score -1.11353e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 87293 members 
Entering Unmasked Estep 
Score: -11135394.000000 Penalty: 3706.076416
	Iteration 26Q: 3 clusters Score -1.113539e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 87459 members 
Entering Unmasked Estep 
Score: -11135474.000000 Penalty: 3706.076416
	Iteration 27Q: 3 clusters Score -1.113547e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -11135553.000000 Penalty: 3706.076416
	Iteration 28Q: 3 clusters Score -1.113555e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -11135609.000000 Penalty: 3706.076416
	Iteration 29Q: 3 clusters Score -1.113561e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 87838 members 
Entering Unmasked Estep 
Score: -11135639.000000 Penalty: 3706.076416
	Iteration 30Q: 3 clusters Score -1.113564e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -11135676.000000 Penalty: 3706.076416
	Iteration 31Q: 3 clusters Score -1.113568e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 88029 members 
Entering Unmasked Estep 
Score: -11135687.000000 Penalty: 3706.076416
	Iteration 32Q: 3 clusters Score -1.113569e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -11135742.000000 Penalty: 3706.076416
	Iteration 33Q: 3 clusters Score -1.113574e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 88188 members 
Entering Unmasked Estep 
Score: -11135819.000000 Penalty: 3706.076416
	Iteration 34Q: 3 clusters Score -1.113582e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -11135847.000000 Penalty: 3706.076416
	Iteration 35Q: 3 clusters Score -1.113585e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
Score: -11135887.000000 Penalty: 3706.076416
	Iteration 36Q: 3 clusters Score -1.113589e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 88369 members 
Entering Unmasked Estep 
Score: -11135939.000000 Penalty: 3706.076416
	Iteration 37Q: 3 clusters Score -1.113594e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 88420 members 
Entering Unmasked Estep 
Score: -11135935.000000 Penalty: 3706.076416
	Iteration 38Q: 3 clusters Score -1.113594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 88455 members 
Entering Unmasked Estep 
Score: -11135949.000000 Penalty: 3706.076416
	Iteration 39Q: 3 clusters Score -1.113595e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 88487 members 
Entering Unmasked Estep 
Score: -11135964.000000 Penalty: 3706.076416
	Iteration 40F: 3 clusters Score -1.113596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 88518 members 
Entering Unmasked Estep 
Score: -11135980.000000 Penalty: 3706.076416
	Iteration 41Q: 3 clusters Score -1.113598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 88551 members 
Entering Unmasked Estep 
Score: -11135990.000000 Penalty: 3706.076416
	Iteration 42Q: 3 clusters Score -1.113599e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 88578 members 
Entering Unmasked Estep 
Score: -11135983.000000 Penalty: 3706.076416
	Iteration 43Q: 3 clusters Score -1.113598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 88593 members 
Entering Unmasked Estep 
Score: -11135998.000000 Penalty: 3706.076416
	Iteration 44Q: 3 clusters Score -1.1136e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 88614 members 
Entering Unmasked Estep 
Score: -11136013.000000 Penalty: 3706.076416
	Iteration 45Q: 3 clusters Score -1.113601e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 88635 members 
Entering Unmasked Estep 
Score: -11136019.000000 Penalty: 3706.076416
	Iteration 46Q: 3 clusters Score -1.113602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -11136023.000000 Penalty: 3706.076416
	Iteration 47Q: 3 clusters Score -1.113602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 88660 members 
Entering Unmasked Estep 
Score: -11136018.000000 Penalty: 3706.076416
	Iteration 48Q: 3 clusters Score -1.113602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 88669 members 
Entering Unmasked Estep 
Score: -11136023.000000 Penalty: 3706.076416
	Iteration 49Q: 3 clusters Score -1.113602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 88677 members 
Entering Unmasked Estep 
Score: -11136030.000000 Penalty: 3706.076416
	Iteration 50Q: 3 clusters Score -1.113603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 88687 members 
Entering Unmasked Estep 
Score: -11136038.000000 Penalty: 3706.076416
	Iteration 51Q: 3 clusters Score -1.113604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 88695 members 
Entering Unmasked Estep 
Score: -11136039.000000 Penalty: 3706.076416
	Iteration 52Q: 3 clusters Score -1.113604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -11136031.000000 Penalty: 3706.076416
	Iteration 53Q: 3 clusters Score -1.113603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -11136037.000000 Penalty: 3706.076416
	Iteration 54Q: 3 clusters Score -1.113604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 88714 members 
Entering Unmasked Estep 
Score: -11136039.000000 Penalty: 3706.076416
	Iteration 55Q: 3 clusters Score -1.113604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -11136044.000000 Penalty: 3706.076416
	Iteration 56Q: 3 clusters Score -1.113604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 88719 members 
Entering Unmasked Estep 
Score: -11136036.000000 Penalty: 3706.076416
	Iteration 57Q: 3 clusters Score -1.113604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -11136041.000000 Penalty: 3706.076416
	Iteration 58Q: 3 clusters Score -1.113604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -11136058.000000 Penalty: 3706.076416
	Iteration 59Q: 3 clusters Score -1.113606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 88728 members 
Entering Unmasked Estep 
Score: -11136049.000000 Penalty: 3706.076416
	Iteration 60F: 3 clusters Score -1.113605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -11136051.000000 Penalty: 3706.076416
	Iteration 61Q: 3 clusters Score -1.113605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -11136049.000000 Penalty: 3706.076416
	Iteration 62Q: 3 clusters Score -1.113605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -11136051.000000 Penalty: 3706.076416
	Iteration 63Q: 3 clusters Score -1.113605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -11136054.000000 Penalty: 3706.076416
	Iteration 64Q: 3 clusters Score -1.113605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -11136049.000000 Penalty: 3706.076416
	Iteration 65Q: 3 clusters Score -1.113605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 88741 members 
Entering Unmasked Estep 
Score: -11136056.000000 Penalty: 3706.076416
	Iteration 66Q: 3 clusters Score -1.113606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 88741 members 
Entering Unmasked Estep 
Score: -11136056.000000 Penalty: 3706.076416
	Iteration 67F: 3 clusters Score -1.113606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -232176.625000 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -232176.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -230148.000000 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -230148 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -230546.421875 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -230546.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -230637.234375 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -230637.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -230713.562500 Penalty: 2455.329102
	Iteration 3Q: 3 clusters Score -230713.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -230787.843750 Penalty: 2455.329102
	Iteration 4Q: 3 clusters Score -230787.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -230836.671875 Penalty: 2455.329102
	Iteration 5Q: 3 clusters Score -230836.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -230876.953125 Penalty: 2455.329102
	Iteration 6Q: 3 clusters Score -230877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -230910.375000 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -230910.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -230933.640625 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -230933.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -230952.578125 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -230952.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -230970.296875 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -230970.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -230987.656250 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -230987.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -231006.500000 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -231006.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -231021.359375 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -231021.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -231040.390625 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -231040.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -231064.468750 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -231064.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -231087.265625 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -231087.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -231100.796875 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -231100.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -231110.281250 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -231110.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -231119.546875 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -231119.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -231126.671875 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -231126.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -231132.937500 Penalty: 2455.329102
	Iteration 21Q: 3 clusters Score -231132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -231136.890625 Penalty: 2455.329102
	Iteration 22Q: 3 clusters Score -231136.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -231139.218750 Penalty: 2455.329102
	Iteration 23Q: 3 clusters Score -231139.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -231143.031250 Penalty: 2455.329102
	Iteration 24Q: 3 clusters Score -231143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -231145.671875 Penalty: 2455.329102
	Iteration 25Q: 3 clusters Score -231145.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -231148.968750 Penalty: 2455.329102
	Iteration 26Q: 3 clusters Score -231149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -231154.203125 Penalty: 2455.329102
	Iteration 27Q: 3 clusters Score -231154.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -231157.718750 Penalty: 2455.329102
	Iteration 28Q: 3 clusters Score -231157.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -231160.203125 Penalty: 2455.329102
	Iteration 29Q: 3 clusters Score -231160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -231161.109375 Penalty: 2455.329102
	Iteration 30Q: 3 clusters Score -231161.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -231161.109375 Penalty: 2455.329102
	Iteration 31F: 3 clusters Score -231161.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Entering Unmasked Estep 
Score: -843914.187500 Penalty: 1441.573975
	Iteration 0F: 2 clusters Score -843914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -838559.812500 Penalty: 2883.147949
	Iteration 0F: 3 clusters Score -838559.8 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -840118.375000 Penalty: 2883.147949
	Iteration 1F: 3 clusters Score -840118.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -840326.625000 Penalty: 2883.147949
	Iteration 2F: 3 clusters Score -840326.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -840466.375000 Penalty: 2883.147949
	Iteration 3Q: 3 clusters Score -840466.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -840576.375000 Penalty: 2883.147949
	Iteration 4Q: 3 clusters Score -840576.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -840667.687500 Penalty: 2883.147949
	Iteration 5Q: 3 clusters Score -840667.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -840749.250000 Penalty: 2883.147949
	Iteration 6Q: 3 clusters Score -840749.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -840823.937500 Penalty: 2883.147949
	Iteration 7Q: 3 clusters Score -840823.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -840907.625000 Penalty: 2883.147949
	Iteration 8Q: 3 clusters Score -840907.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -841000.437500 Penalty: 2883.147949
	Iteration 9Q: 3 clusters Score -841000.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -841117.187500 Penalty: 2883.147949
	Iteration 10Q: 3 clusters Score -841117.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -841244.000000 Penalty: 2883.147949
	Iteration 11Q: 3 clusters Score -841244 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -841391.250000 Penalty: 2883.147949
	Iteration 12Q: 3 clusters Score -841391.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -841545.562500 Penalty: 2883.147949
	Iteration 13Q: 3 clusters Score -841545.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -841744.750000 Penalty: 2883.147949
	Iteration 14Q: 3 clusters Score -841744.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -841938.937500 Penalty: 2883.147949
	Iteration 15Q: 3 clusters Score -841938.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -842096.500000 Penalty: 2883.147949
	Iteration 16Q: 3 clusters Score -842096.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -842224.937500 Penalty: 2883.147949
	Iteration 17Q: 3 clusters Score -842224.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -842315.687500 Penalty: 2883.147949
	Iteration 18Q: 3 clusters Score -842315.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -842391.687500 Penalty: 2883.147949
	Iteration 19Q: 3 clusters Score -842391.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -842445.687500 Penalty: 2883.147949
	Iteration 20F: 3 clusters Score -842445.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -842492.125000 Penalty: 2883.147949
	Iteration 21Q: 3 clusters Score -842492.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -842532.562500 Penalty: 2883.147949
	Iteration 22Q: 3 clusters Score -842532.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -842568.562500 Penalty: 2883.147949
	Iteration 23Q: 3 clusters Score -842568.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -842589.625000 Penalty: 2883.147949
	Iteration 24Q: 3 clusters Score -842589.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -842607.875000 Penalty: 2883.147949
	Iteration 25Q: 3 clusters Score -842607.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -842623.187500 Penalty: 2883.147949
	Iteration 26Q: 3 clusters Score -842623.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -842636.687500 Penalty: 2883.147949
	Iteration 27Q: 3 clusters Score -842636.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -842643.625000 Penalty: 2883.147949
	Iteration 28Q: 3 clusters Score -842643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -842651.437500 Penalty: 2883.147949
	Iteration 29Q: 3 clusters Score -842651.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -842657.062500 Penalty: 2883.147949
	Iteration 30Q: 3 clusters Score -842657.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -842664.437500 Penalty: 2883.147949
	Iteration 31Q: 3 clusters Score -842664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -842668.250000 Penalty: 2883.147949
	Iteration 32Q: 3 clusters Score -842668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -842670.187500 Penalty: 2883.147949
	Iteration 33Q: 3 clusters Score -842670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -842674.750000 Penalty: 2883.147949
	Iteration 34Q: 3 clusters Score -842674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -842679.375000 Penalty: 2883.147949
	Iteration 35Q: 3 clusters Score -842679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -842682.187500 Penalty: 2883.147949
	Iteration 36Q: 3 clusters Score -842682.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -842684.187500 Penalty: 2883.147949
	Iteration 37Q: 3 clusters Score -842684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -842686.187500 Penalty: 2883.147949
	Iteration 38Q: 3 clusters Score -842686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -842687.187500 Penalty: 2883.147949
	Iteration 39Q: 3 clusters Score -842687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -842688.250000 Penalty: 2883.147949
	Iteration 40F: 3 clusters Score -842688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -842690.125000 Penalty: 2883.147949
	Iteration 41Q: 3 clusters Score -842690.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -842690.125000 Penalty: 2883.147949
	Iteration 42F: 3 clusters Score -842690.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (73469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Entering Unmasked Estep 
Score: -9167471.000000 Penalty: 1820.750488
	Iteration 0F: 2 clusters Score -9167471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -9120216.000000 Penalty: 3641.500977
	Iteration 0F: 3 clusters Score -9120216 nChanged 35161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -9140990.000000 Penalty: 3641.500977
	Iteration 1F: 3 clusters Score -9140990 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -9142743.000000 Penalty: 3641.500977
	Iteration 2Q: 3 clusters Score -9142743 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -9145226.000000 Penalty: 3641.500977
	Iteration 3F: 3 clusters Score -9145226 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -9148888.000000 Penalty: 3641.500977
	Iteration 4F: 3 clusters Score -9148888 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -9154498.000000 Penalty: 3641.500977
	Iteration 5F: 3 clusters Score -9154498 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -9163340.000000 Penalty: 3641.500977
	Iteration 6F: 3 clusters Score -9163340 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -9174142.000000 Penalty: 3641.500977
	Iteration 7F: 3 clusters Score -9174142 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -9182481.000000 Penalty: 3641.500977
	Iteration 8F: 3 clusters Score -9182481 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -9186314.000000 Penalty: 3641.500977
	Iteration 9Q: 3 clusters Score -9186314 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -9187769.000000 Penalty: 3641.500977
	Iteration 10Q: 3 clusters Score -9187769 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -9188411.000000 Penalty: 3641.500977
	Iteration 11Q: 3 clusters Score -9188411 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -9188812.000000 Penalty: 3641.500977
	Iteration 12Q: 3 clusters Score -9188812 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -9189103.000000 Penalty: 3641.500977
	Iteration 13Q: 3 clusters Score -9189103 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -9189243.000000 Penalty: 3641.500977
	Iteration 14Q: 3 clusters Score -9189243 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -9189294.000000 Penalty: 3641.500977
	Iteration 15Q: 3 clusters Score -9189294 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -9189357.000000 Penalty: 3641.500977
	Iteration 16Q: 3 clusters Score -9189357 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -9189374.000000 Penalty: 3641.500977
	Iteration 17Q: 3 clusters Score -9189374 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -9189378.000000 Penalty: 3641.500977
	Iteration 18Q: 3 clusters Score -9189378 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -9189375.000000 Penalty: 3641.500977
	Iteration 19Q: 3 clusters Score -9189375 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -9189376.000000 Penalty: 3641.500977
	Iteration 20F: 3 clusters Score -9189376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -9189375.000000 Penalty: 3641.500977
	Iteration 21Q: 3 clusters Score -9189375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -9189377.000000 Penalty: 3641.500977
	Iteration 22Q: 3 clusters Score -9189377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -9189374.000000 Penalty: 3641.500977
	Iteration 23Q: 3 clusters Score -9189374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -9189375.000000 Penalty: 3641.500977
	Iteration 24Q: 3 clusters Score -9189375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -9189378.000000 Penalty: 3641.500977
	Iteration 25Q: 3 clusters Score -9189378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -9189371.000000 Penalty: 3641.500977
	Iteration 26Q: 3 clusters Score -9189371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -9189375.000000 Penalty: 3641.500977
	Iteration 27Q: 3 clusters Score -9189375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -9189378.000000 Penalty: 3641.500977
	Iteration 28Q: 3 clusters Score -9189378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -9189373.000000 Penalty: 3641.500977
	Iteration 29Q: 3 clusters Score -9189373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -9189373.000000 Penalty: 3641.500977
	Iteration 30F: 3 clusters Score -9189373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 89618 members 
Mstep: Class 4 contains 29297 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 7124 members 
Mstep: Class 7 contains 44172 members 
Mstep: Class 8 contains 5845 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 95987 members 
Mstep: Class 11 contains 71220 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 78477 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 17 contains 7332 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 41150 members 
Mstep: Class 20 contains 15053 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 6782 members 
Entering Unmasked Estep 
Score: -62587876.000000 Penalty: 42742.238281
Splitting cluster 7 changes total score from -62565712.000000 to -62587876.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (5845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Entering Unmasked Estep 
Score: -688528.500000 Penalty: 1409.418091
	Iteration 0F: 2 clusters Score -688528.5 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 2912 members 
Entering Unmasked Estep 
Score: -683985.000000 Penalty: 2818.836182
	Iteration 0F: 3 clusters Score -683985 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -685337.562500 Penalty: 2818.836182
	Iteration 1F: 3 clusters Score -685337.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -685541.625000 Penalty: 2818.836182
	Iteration 2F: 3 clusters Score -685541.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -685686.187500 Penalty: 2818.836182
	Iteration 3F: 3 clusters Score -685686.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -685782.000000 Penalty: 2818.836182
	Iteration 4Q: 3 clusters Score -685782 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -685869.500000 Penalty: 2818.836182
	Iteration 5Q: 3 clusters Score -685869.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -685942.250000 Penalty: 2818.836182
	Iteration 6Q: 3 clusters Score -685942.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -686001.062500 Penalty: 2818.836182
	Iteration 7Q: 3 clusters Score -686001.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -686043.875000 Penalty: 2818.836182
	Iteration 8Q: 3 clusters Score -686043.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -686088.562500 Penalty: 2818.836182
	Iteration 9Q: 3 clusters Score -686088.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -686132.187500 Penalty: 2818.836182
	Iteration 10Q: 3 clusters Score -686132.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -686185.500000 Penalty: 2818.836182
	Iteration 11Q: 3 clusters Score -686185.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -686264.437500 Penalty: 2818.836182
	Iteration 12Q: 3 clusters Score -686264.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -686379.750000 Penalty: 2818.836182
	Iteration 13Q: 3 clusters Score -686379.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -686523.750000 Penalty: 2818.836182
	Iteration 14Q: 3 clusters Score -686523.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -686650.375000 Penalty: 2818.836182
	Iteration 15Q: 3 clusters Score -686650.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -686787.437500 Penalty: 2818.836182
	Iteration 16Q: 3 clusters Score -686787.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -686928.937500 Penalty: 2818.836182
	Iteration 17Q: 3 clusters Score -686928.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -687067.500000 Penalty: 2818.836182
	Iteration 18Q: 3 clusters Score -687067.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -687177.062500 Penalty: 2818.836182
	Iteration 19Q: 3 clusters Score -687177.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -687299.125000 Penalty: 2818.836182
	Iteration 20F: 3 clusters Score -687299.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -687415.437500 Penalty: 2818.836182
	Iteration 21Q: 3 clusters Score -687415.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -687503.062500 Penalty: 2818.836182
	Iteration 22Q: 3 clusters Score -687503.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -687561.000000 Penalty: 2818.836182
	Iteration 23Q: 3 clusters Score -687561 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -687615.187500 Penalty: 2818.836182
	Iteration 24Q: 3 clusters Score -687615.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -687654.750000 Penalty: 2818.836182
	Iteration 25Q: 3 clusters Score -687654.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -687683.312500 Penalty: 2818.836182
	Iteration 26Q: 3 clusters Score -687683.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -687707.750000 Penalty: 2818.836182
	Iteration 27Q: 3 clusters Score -687707.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -687720.312500 Penalty: 2818.836182
	Iteration 28Q: 3 clusters Score -687720.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -687727.250000 Penalty: 2818.836182
	Iteration 29Q: 3 clusters Score -687727.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -687731.187500 Penalty: 2818.836182
	Iteration 30Q: 3 clusters Score -687731.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -687735.625000 Penalty: 2818.836182
	Iteration 31Q: 3 clusters Score -687735.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -687740.437500 Penalty: 2818.836182
	Iteration 32Q: 3 clusters Score -687740.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -687743.187500 Penalty: 2818.836182
	Iteration 33Q: 3 clusters Score -687743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -687746.187500 Penalty: 2818.836182
	Iteration 34Q: 3 clusters Score -687746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -687747.937500 Penalty: 2818.836182
	Iteration 35Q: 3 clusters Score -687747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -687748.750000 Penalty: 2818.836182
	Iteration 36Q: 3 clusters Score -687748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -687748.750000 Penalty: 2818.836182
	Iteration 37F: 3 clusters Score -687748.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -364687.718750 Penalty: 1311.877319
	Iteration 0F: 2 clusters Score -364687.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -361847.437500 Penalty: 2623.754639
	Iteration 0F: 3 clusters Score -361847.4 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -362587.687500 Penalty: 2623.754639
	Iteration 1F: 3 clusters Score -362587.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -362798.000000 Penalty: 2623.754639
	Iteration 2F: 3 clusters Score -362798 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -362950.406250 Penalty: 2623.754639
	Iteration 3F: 3 clusters Score -362950.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -363097.656250 Penalty: 2623.754639
	Iteration 4F: 3 clusters Score -363097.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -363271.000000 Penalty: 2623.754639
	Iteration 5F: 3 clusters Score -363271 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -363516.375000 Penalty: 2623.754639
	Iteration 6F: 3 clusters Score -363516.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -363701.187500 Penalty: 2623.754639
	Iteration 7F: 3 clusters Score -363701.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -363842.593750 Penalty: 2623.754639
	Iteration 8Q: 3 clusters Score -363842.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -363931.875000 Penalty: 2623.754639
	Iteration 9Q: 3 clusters Score -363931.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -363963.281250 Penalty: 2623.754639
	Iteration 10Q: 3 clusters Score -363963.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -363991.281250 Penalty: 2623.754639
	Iteration 11Q: 3 clusters Score -363991.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -364026.437500 Penalty: 2623.754639
	Iteration 12Q: 3 clusters Score -364026.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -364067.375000 Penalty: 2623.754639
	Iteration 13Q: 3 clusters Score -364067.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -364092.250000 Penalty: 2623.754639
	Iteration 14Q: 3 clusters Score -364092.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -364105.781250 Penalty: 2623.754639
	Iteration 15Q: 3 clusters Score -364105.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -364115.000000 Penalty: 2623.754639
	Iteration 16Q: 3 clusters Score -364115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -364118.937500 Penalty: 2623.754639
	Iteration 17Q: 3 clusters Score -364118.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -364122.187500 Penalty: 2623.754639
	Iteration 18Q: 3 clusters Score -364122.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -364124.843750 Penalty: 2623.754639
	Iteration 19Q: 3 clusters Score -364124.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -364126.187500 Penalty: 2623.754639
	Iteration 20F: 3 clusters Score -364126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -364128.250000 Penalty: 2623.754639
	Iteration 21Q: 3 clusters Score -364128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -364129.906250 Penalty: 2623.754639
	Iteration 22Q: 3 clusters Score -364129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -364130.937500 Penalty: 2623.754639
	Iteration 23Q: 3 clusters Score -364130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -364132.031250 Penalty: 2623.754639
	Iteration 24Q: 3 clusters Score -364132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -364133.218750 Penalty: 2623.754639
	Iteration 25Q: 3 clusters Score -364133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -364134.812500 Penalty: 2623.754639
	Iteration 26Q: 3 clusters Score -364134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -364135.312500 Penalty: 2623.754639
	Iteration 27Q: 3 clusters Score -364135.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -364137.125000 Penalty: 2623.754639
	Iteration 28Q: 3 clusters Score -364137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -364137.531250 Penalty: 2623.754639
	Iteration 29Q: 3 clusters Score -364137.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -364137.625000 Penalty: 2623.754639
	Iteration 30Q: 3 clusters Score -364137.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -364137.625000 Penalty: 2623.754639
	Iteration 31F: 3 clusters Score -364137.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (95987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Entering Unmasked Estep 
Score: -11890310.000000 Penalty: 1864.194702
	Iteration 0F: 2 clusters Score -1.189031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -11838728.000000 Penalty: 3728.389404
	Iteration 0F: 3 clusters Score -1.183873e+07 nChanged 45992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -11865720.000000 Penalty: 3728.389404
	Iteration 1F: 3 clusters Score -1.186572e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -11866226.000000 Penalty: 3728.389404
	Iteration 2Q: 3 clusters Score -1.186623e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -11866863.000000 Penalty: 3728.389404
	Iteration 3Q: 3 clusters Score -1.186686e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -11867502.000000 Penalty: 3728.389404
	Iteration 4Q: 3 clusters Score -1.18675e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -11868369.000000 Penalty: 3728.389404
	Iteration 5Q: 3 clusters Score -1.186837e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -11869478.000000 Penalty: 3728.389404
	Iteration 6Q: 3 clusters Score -1.186948e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -11871442.000000 Penalty: 3728.389404
	Iteration 7Q: 3 clusters Score -1.187144e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
Score: -11874336.000000 Penalty: 3728.389404
	Iteration 8F: 3 clusters Score -1.187434e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -11878213.000000 Penalty: 3728.389404
	Iteration 9F: 3 clusters Score -1.187821e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -11882029.000000 Penalty: 3728.389404
	Iteration 10F: 3 clusters Score -1.188203e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -11885077.000000 Penalty: 3728.389404
	Iteration 11F: 3 clusters Score -1.188508e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -11886300.000000 Penalty: 3728.389404
	Iteration 12Q: 3 clusters Score -1.18863e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -11886668.000000 Penalty: 3728.389404
	Iteration 13Q: 3 clusters Score -1.188667e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -11886778.000000 Penalty: 3728.389404
	Iteration 14Q: 3 clusters Score -1.188678e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -11886820.000000 Penalty: 3728.389404
	Iteration 15Q: 3 clusters Score -1.188682e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 69516 members 
Entering Unmasked Estep 
Score: -11886903.000000 Penalty: 3728.389404
	Iteration 16Q: 3 clusters Score -1.18869e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -11886955.000000 Penalty: 3728.389404
	Iteration 17Q: 3 clusters Score -1.188696e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -11887033.000000 Penalty: 3728.389404
	Iteration 18Q: 3 clusters Score -1.188703e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -11887136.000000 Penalty: 3728.389404
	Iteration 19Q: 3 clusters Score -1.188714e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 68591 members 
Entering Unmasked Estep 
Score: -11887183.000000 Penalty: 3728.389404
	Iteration 20F: 3 clusters Score -1.188718e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 68333 members 
Entering Unmasked Estep 
Score: -11887242.000000 Penalty: 3728.389404
	Iteration 21Q: 3 clusters Score -1.188724e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -11887374.000000 Penalty: 3728.389404
	Iteration 22Q: 3 clusters Score -1.188737e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -11887509.000000 Penalty: 3728.389404
	Iteration 23Q: 3 clusters Score -1.188751e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 67527 members 
Entering Unmasked Estep 
Score: -11887629.000000 Penalty: 3728.389404
	Iteration 24Q: 3 clusters Score -1.188763e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -11887661.000000 Penalty: 3728.389404
	Iteration 25Q: 3 clusters Score -1.188766e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -11887826.000000 Penalty: 3728.389404
	Iteration 26Q: 3 clusters Score -1.188783e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -11887997.000000 Penalty: 3728.389404
	Iteration 27Q: 3 clusters Score -1.1888e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -11888191.000000 Penalty: 3728.389404
	Iteration 28Q: 3 clusters Score -1.188819e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -11888410.000000 Penalty: 3728.389404
	Iteration 29Q: 3 clusters Score -1.188841e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -11888499.000000 Penalty: 3728.389404
	Iteration 30Q: 3 clusters Score -1.18885e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -11888746.000000 Penalty: 3728.389404
	Iteration 31Q: 3 clusters Score -1.188875e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 65025 members 
Entering Unmasked Estep 
Score: -11888987.000000 Penalty: 3728.389404
	Iteration 32Q: 3 clusters Score -1.188899e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -11889193.000000 Penalty: 3728.389404
	Iteration 33Q: 3 clusters Score -1.188919e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -11889444.000000 Penalty: 3728.389404
	Iteration 34Q: 3 clusters Score -1.188944e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
Score: -11889656.000000 Penalty: 3728.389404
	Iteration 35Q: 3 clusters Score -1.188966e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -11889916.000000 Penalty: 3728.389404
	Iteration 36Q: 3 clusters Score -1.188992e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -11890140.000000 Penalty: 3728.389404
	Iteration 37Q: 3 clusters Score -1.189014e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -11890355.000000 Penalty: 3728.389404
	Iteration 38Q: 3 clusters Score -1.189036e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -11890530.000000 Penalty: 3728.389404
	Iteration 39Q: 3 clusters Score -1.189053e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -11890799.000000 Penalty: 3728.389404
	Iteration 40F: 3 clusters Score -1.18908e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 62180 members 
Entering Unmasked Estep 
Score: -11891006.000000 Penalty: 3728.389404
	Iteration 41Q: 3 clusters Score -1.189101e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -11891178.000000 Penalty: 3728.389404
	Iteration 42Q: 3 clusters Score -1.189118e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
Score: -11891274.000000 Penalty: 3728.389404
	Iteration 43Q: 3 clusters Score -1.189127e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 61679 members 
Entering Unmasked Estep 
Score: -11891453.000000 Penalty: 3728.389404
	Iteration 44Q: 3 clusters Score -1.189145e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -11891625.000000 Penalty: 3728.389404
	Iteration 45Q: 3 clusters Score -1.189162e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -11891761.000000 Penalty: 3728.389404
	Iteration 46Q: 3 clusters Score -1.189176e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -11891881.000000 Penalty: 3728.389404
	Iteration 47Q: 3 clusters Score -1.189188e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -11892015.000000 Penalty: 3728.389404
	Iteration 48Q: 3 clusters Score -1.189202e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -11892058.000000 Penalty: 3728.389404
	Iteration 49Q: 3 clusters Score -1.189206e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 60934 members 
Entering Unmasked Estep 
Score: -11892159.000000 Penalty: 3728.389404
	Iteration 50Q: 3 clusters Score -1.189216e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -11892228.000000 Penalty: 3728.389404
	Iteration 51Q: 3 clusters Score -1.189223e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -11892268.000000 Penalty: 3728.389404
	Iteration 52Q: 3 clusters Score -1.189227e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -11892351.000000 Penalty: 3728.389404
	Iteration 53Q: 3 clusters Score -1.189235e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -11892399.000000 Penalty: 3728.389404
	Iteration 54Q: 3 clusters Score -1.18924e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -11892484.000000 Penalty: 3728.389404
	Iteration 55Q: 3 clusters Score -1.189248e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -11892534.000000 Penalty: 3728.389404
	Iteration 56Q: 3 clusters Score -1.189253e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -11892600.000000 Penalty: 3728.389404
	Iteration 57Q: 3 clusters Score -1.18926e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -11892621.000000 Penalty: 3728.389404
	Iteration 58Q: 3 clusters Score -1.189262e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -11892630.000000 Penalty: 3728.389404
	Iteration 59Q: 3 clusters Score -1.189263e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -11892649.000000 Penalty: 3728.389404
	Iteration 60F: 3 clusters Score -1.189265e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -11892616.000000 Penalty: 3728.389404
	Iteration 61Q: 3 clusters Score -1.189262e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 60609 members 
Entering Unmasked Estep 
Score: -11892634.000000 Penalty: 3728.389404
	Iteration 62Q: 3 clusters Score -1.189263e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -11892689.000000 Penalty: 3728.389404
	Iteration 63Q: 3 clusters Score -1.189269e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -11892697.000000 Penalty: 3728.389404
	Iteration 64Q: 3 clusters Score -1.18927e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -11892698.000000 Penalty: 3728.389404
	Iteration 65Q: 3 clusters Score -1.18927e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -11892724.000000 Penalty: 3728.389404
	Iteration 66Q: 3 clusters Score -1.189272e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -11892741.000000 Penalty: 3728.389404
	Iteration 67Q: 3 clusters Score -1.189274e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -11892752.000000 Penalty: 3728.389404
	Iteration 68Q: 3 clusters Score -1.189275e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -11892754.000000 Penalty: 3728.389404
	Iteration 69Q: 3 clusters Score -1.189275e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -11892765.000000 Penalty: 3728.389404
	Iteration 70Q: 3 clusters Score -1.189276e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -11892746.000000 Penalty: 3728.389404
	Iteration 71Q: 3 clusters Score -1.189275e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -11892745.000000 Penalty: 3728.389404
	Iteration 72Q: 3 clusters Score -1.189274e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -11892727.000000 Penalty: 3728.389404
	Iteration 73Q: 3 clusters Score -1.189273e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -11892751.000000 Penalty: 3728.389404
	Iteration 74Q: 3 clusters Score -1.189275e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -11892725.000000 Penalty: 3728.389404
	Iteration 75Q: 3 clusters Score -1.189272e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -11892716.000000 Penalty: 3728.389404
	Iteration 76Q: 3 clusters Score -1.189272e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -11892701.000000 Penalty: 3728.389404
	Iteration 77Q: 3 clusters Score -1.18927e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -11892699.000000 Penalty: 3728.389404
	Iteration 78Q: 3 clusters Score -1.18927e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -11892710.000000 Penalty: 3728.389404
	Iteration 79Q: 3 clusters Score -1.189271e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -11892732.000000 Penalty: 3728.389404
	Iteration 80F: 3 clusters Score -1.189273e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -11892719.000000 Penalty: 3728.389404
	Iteration 81Q: 3 clusters Score -1.189272e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 61671 members 
Entering Unmasked Estep 
Score: -11892694.000000 Penalty: 3728.389404
	Iteration 82Q: 3 clusters Score -1.189269e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -11892702.000000 Penalty: 3728.389404
	Iteration 83Q: 3 clusters Score -1.18927e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 61768 members 
Entering Unmasked Estep 
Score: -11892694.000000 Penalty: 3728.389404
	Iteration 84Q: 3 clusters Score -1.189269e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 61815 members 
Entering Unmasked Estep 
Score: -11892706.000000 Penalty: 3728.389404
	Iteration 85Q: 3 clusters Score -1.189271e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -11892719.000000 Penalty: 3728.389404
	Iteration 86Q: 3 clusters Score -1.189272e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -11892699.000000 Penalty: 3728.389404
	Iteration 87Q: 3 clusters Score -1.18927e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -11892685.000000 Penalty: 3728.389404
	Iteration 88Q: 3 clusters Score -1.189268e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -11892681.000000 Penalty: 3728.389404
	Iteration 89Q: 3 clusters Score -1.189268e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -11892681.000000 Penalty: 3728.389404
	Iteration 90Q: 3 clusters Score -1.189268e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -11892660.000000 Penalty: 3728.389404
	Iteration 91Q: 3 clusters Score -1.189266e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -11892671.000000 Penalty: 3728.389404
	Iteration 92Q: 3 clusters Score -1.189267e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -11892650.000000 Penalty: 3728.389404
	Iteration 93Q: 3 clusters Score -1.189265e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -11892674.000000 Penalty: 3728.389404
	Iteration 94Q: 3 clusters Score -1.189267e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -11892685.000000 Penalty: 3728.389404
	Iteration 95Q: 3 clusters Score -1.189268e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -11892679.000000 Penalty: 3728.389404
	Iteration 96Q: 3 clusters Score -1.189268e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -11892668.000000 Penalty: 3728.389404
	Iteration 97Q: 3 clusters Score -1.189267e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -11892670.000000 Penalty: 3728.389404
	Iteration 98Q: 3 clusters Score -1.189267e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -11892689.000000 Penalty: 3728.389404
	Iteration 99Q: 3 clusters Score -1.189269e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 62670 members 
Entering Unmasked Estep 
Score: -11892671.000000 Penalty: 3728.389404
	Iteration 100F: 3 clusters Score -1.189267e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -11892659.000000 Penalty: 3728.389404
	Iteration 101Q: 3 clusters Score -1.189266e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -11892655.000000 Penalty: 3728.389404
	Iteration 102Q: 3 clusters Score -1.189266e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -11892631.000000 Penalty: 3728.389404
	Iteration 103Q: 3 clusters Score -1.189263e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -11892637.000000 Penalty: 3728.389404
	Iteration 104Q: 3 clusters Score -1.189264e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -11892636.000000 Penalty: 3728.389404
	Iteration 105Q: 3 clusters Score -1.189264e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 62998 members 
Entering Unmasked Estep 
Score: -11892651.000000 Penalty: 3728.389404
	Iteration 106Q: 3 clusters Score -1.189265e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -11892643.000000 Penalty: 3728.389404
	Iteration 107Q: 3 clusters Score -1.189264e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -11892658.000000 Penalty: 3728.389404
	Iteration 108Q: 3 clusters Score -1.189266e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -11892639.000000 Penalty: 3728.389404
	Iteration 109Q: 3 clusters Score -1.189264e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -11892631.000000 Penalty: 3728.389404
	Iteration 110Q: 3 clusters Score -1.189263e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -11892649.000000 Penalty: 3728.389404
	Iteration 111Q: 3 clusters Score -1.189265e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -11892622.000000 Penalty: 3728.389404
	Iteration 112Q: 3 clusters Score -1.189262e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -11892626.000000 Penalty: 3728.389404
	Iteration 113Q: 3 clusters Score -1.189263e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -11892622.000000 Penalty: 3728.389404
	Iteration 114Q: 3 clusters Score -1.189262e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -11892607.000000 Penalty: 3728.389404
	Iteration 115Q: 3 clusters Score -1.189261e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -11892584.000000 Penalty: 3728.389404
	Iteration 116Q: 3 clusters Score -1.189258e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -11892615.000000 Penalty: 3728.389404
	Iteration 117Q: 3 clusters Score -1.189262e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -11892592.000000 Penalty: 3728.389404
	Iteration 118Q: 3 clusters Score -1.189259e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -11892573.000000 Penalty: 3728.389404
	Iteration 119Q: 3 clusters Score -1.189257e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -11892555.000000 Penalty: 3728.389404
	Iteration 120F: 3 clusters Score -1.189256e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -11892583.000000 Penalty: 3728.389404
	Iteration 121Q: 3 clusters Score -1.189258e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -11892575.000000 Penalty: 3728.389404
	Iteration 122Q: 3 clusters Score -1.189258e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -11892561.000000 Penalty: 3728.389404
	Iteration 123Q: 3 clusters Score -1.189256e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -11892561.000000 Penalty: 3728.389404
	Iteration 124Q: 3 clusters Score -1.189256e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -11892571.000000 Penalty: 3728.389404
	Iteration 125Q: 3 clusters Score -1.189257e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -11892567.000000 Penalty: 3728.389404
	Iteration 126Q: 3 clusters Score -1.189257e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -11892571.000000 Penalty: 3728.389404
	Iteration 127Q: 3 clusters Score -1.189257e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -11892553.000000 Penalty: 3728.389404
	Iteration 128Q: 3 clusters Score -1.189255e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -11892579.000000 Penalty: 3728.389404
	Iteration 129Q: 3 clusters Score -1.189258e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -11892550.000000 Penalty: 3728.389404
	Iteration 130Q: 3 clusters Score -1.189255e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 65245 members 
Entering Unmasked Estep 
Score: -11892549.000000 Penalty: 3728.389404
	Iteration 131Q: 3 clusters Score -1.189255e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -11892536.000000 Penalty: 3728.389404
	Iteration 132Q: 3 clusters Score -1.189254e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -11892533.000000 Penalty: 3728.389404
	Iteration 133Q: 3 clusters Score -1.189253e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 65610 members 
Entering Unmasked Estep 
Score: -11892532.000000 Penalty: 3728.389404
	Iteration 134Q: 3 clusters Score -1.189253e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -11892524.000000 Penalty: 3728.389404
	Iteration 135Q: 3 clusters Score -1.189252e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -11892524.000000 Penalty: 3728.389404
	Iteration 136Q: 3 clusters Score -1.189252e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -11892512.000000 Penalty: 3728.389404
	Iteration 137Q: 3 clusters Score -1.189251e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -11892534.000000 Penalty: 3728.389404
	Iteration 138Q: 3 clusters Score -1.189253e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -11892528.000000 Penalty: 3728.389404
	Iteration 139Q: 3 clusters Score -1.189253e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -11892514.000000 Penalty: 3728.389404
	Iteration 140F: 3 clusters Score -1.189251e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -11892494.000000 Penalty: 3728.389404
	Iteration 141Q: 3 clusters Score -1.189249e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -11892491.000000 Penalty: 3728.389404
	Iteration 142Q: 3 clusters Score -1.189249e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -11892492.000000 Penalty: 3728.389404
	Iteration 143Q: 3 clusters Score -1.189249e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -11892507.000000 Penalty: 3728.389404
	Iteration 144Q: 3 clusters Score -1.189251e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -11892487.000000 Penalty: 3728.389404
	Iteration 145Q: 3 clusters Score -1.189249e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -11892490.000000 Penalty: 3728.389404
	Iteration 146Q: 3 clusters Score -1.189249e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 67065 members 
Entering Unmasked Estep 
Score: -11892491.000000 Penalty: 3728.389404
	Iteration 147Q: 3 clusters Score -1.189249e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -11892514.000000 Penalty: 3728.389404
	Iteration 148Q: 3 clusters Score -1.189251e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 67345 members 
Entering Unmasked Estep 
Score: -11892522.000000 Penalty: 3728.389404
	Iteration 149Q: 3 clusters Score -1.189252e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 67488 members 
Entering Unmasked Estep 
Score: -11892496.000000 Penalty: 3728.389404
	Iteration 150Q: 3 clusters Score -1.18925e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 67640 members 
Entering Unmasked Estep 
Score: -11892497.000000 Penalty: 3728.389404
	Iteration 151Q: 3 clusters Score -1.18925e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
Score: -11892471.000000 Penalty: 3728.389404
	Iteration 152Q: 3 clusters Score -1.189247e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -11892456.000000 Penalty: 3728.389404
	Iteration 153Q: 3 clusters Score -1.189246e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -11892473.000000 Penalty: 3728.389404
	Iteration 154Q: 3 clusters Score -1.189247e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -11892463.000000 Penalty: 3728.389404
	Iteration 155Q: 3 clusters Score -1.189246e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -11892431.000000 Penalty: 3728.389404
	Iteration 156Q: 3 clusters Score -1.189243e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 68506 members 
Entering Unmasked Estep 
Score: -11892419.000000 Penalty: 3728.389404
	Iteration 157Q: 3 clusters Score -1.189242e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -11892426.000000 Penalty: 3728.389404
	Iteration 158Q: 3 clusters Score -1.189243e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -11892388.000000 Penalty: 3728.389404
	Iteration 159Q: 3 clusters Score -1.189239e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 68949 members 
Entering Unmasked Estep 
Score: -11892399.000000 Penalty: 3728.389404
	Iteration 160F: 3 clusters Score -1.18924e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -11892404.000000 Penalty: 3728.389404
	Iteration 161Q: 3 clusters Score -1.18924e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -11892400.000000 Penalty: 3728.389404
	Iteration 162Q: 3 clusters Score -1.18924e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 69474 members 
Entering Unmasked Estep 
Score: -11892378.000000 Penalty: 3728.389404
	Iteration 163Q: 3 clusters Score -1.189238e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -11892383.000000 Penalty: 3728.389404
	Iteration 164Q: 3 clusters Score -1.189238e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -11892357.000000 Penalty: 3728.389404
	Iteration 165Q: 3 clusters Score -1.189236e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -11892330.000000 Penalty: 3728.389404
	Iteration 166Q: 3 clusters Score -1.189233e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 70194 members 
Entering Unmasked Estep 
Score: -11892296.000000 Penalty: 3728.389404
	Iteration 167Q: 3 clusters Score -1.18923e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -11892287.000000 Penalty: 3728.389404
	Iteration 168Q: 3 clusters Score -1.189229e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -11892240.000000 Penalty: 3728.389404
	Iteration 169Q: 3 clusters Score -1.189224e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -11892238.000000 Penalty: 3728.389404
	Iteration 170Q: 3 clusters Score -1.189224e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -11892227.000000 Penalty: 3728.389404
	Iteration 171Q: 3 clusters Score -1.189223e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -11892207.000000 Penalty: 3728.389404
	Iteration 172Q: 3 clusters Score -1.189221e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -11892203.000000 Penalty: 3728.389404
	Iteration 173Q: 3 clusters Score -1.18922e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -11892207.000000 Penalty: 3728.389404
	Iteration 174Q: 3 clusters Score -1.189221e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -11892213.000000 Penalty: 3728.389404
	Iteration 175Q: 3 clusters Score -1.189221e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -11892167.000000 Penalty: 3728.389404
	Iteration 176Q: 3 clusters Score -1.189217e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 71692 members 
Entering Unmasked Estep 
Score: -11892135.000000 Penalty: 3728.389404
	Iteration 177Q: 3 clusters Score -1.189214e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -11892108.000000 Penalty: 3728.389404
	Iteration 178Q: 3 clusters Score -1.189211e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -11892080.000000 Penalty: 3728.389404
	Iteration 179Q: 3 clusters Score -1.189208e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
Score: -11892060.000000 Penalty: 3728.389404
	Iteration 180F: 3 clusters Score -1.189206e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -11892052.000000 Penalty: 3728.389404
	Iteration 181Q: 3 clusters Score -1.189205e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 72220 members 
Entering Unmasked Estep 
Score: -11892010.000000 Penalty: 3728.389404
	Iteration 182Q: 3 clusters Score -1.189201e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -11891980.000000 Penalty: 3728.389404
	Iteration 183Q: 3 clusters Score -1.189198e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 72363 members 
Entering Unmasked Estep 
Score: -11891966.000000 Penalty: 3728.389404
	Iteration 184Q: 3 clusters Score -1.189197e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 72438 members 
Entering Unmasked Estep 
Score: -11891954.000000 Penalty: 3728.389404
	Iteration 185Q: 3 clusters Score -1.189195e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -11891923.000000 Penalty: 3728.389404
	Iteration 186Q: 3 clusters Score -1.189192e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 72595 members 
Entering Unmasked Estep 
Score: -11891914.000000 Penalty: 3728.389404
	Iteration 187Q: 3 clusters Score -1.189191e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -11891867.000000 Penalty: 3728.389404
	Iteration 188Q: 3 clusters Score -1.189187e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 72777 members 
Entering Unmasked Estep 
Score: -11891838.000000 Penalty: 3728.389404
	Iteration 189Q: 3 clusters Score -1.189184e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -11891815.000000 Penalty: 3728.389404
	Iteration 190Q: 3 clusters Score -1.189182e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
Score: -11891807.000000 Penalty: 3728.389404
	Iteration 191Q: 3 clusters Score -1.189181e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 73067 members 
Entering Unmasked Estep 
Score: -11891786.000000 Penalty: 3728.389404
	Iteration 192Q: 3 clusters Score -1.189179e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 73157 members 
Entering Unmasked Estep 
Score: -11891766.000000 Penalty: 3728.389404
	Iteration 193Q: 3 clusters Score -1.189177e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -11891740.000000 Penalty: 3728.389404
	Iteration 194Q: 3 clusters Score -1.189174e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -11891745.000000 Penalty: 3728.389404
	Iteration 195Q: 3 clusters Score -1.189174e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 73349 members 
Entering Unmasked Estep 
Score: -11891714.000000 Penalty: 3728.389404
	Iteration 196Q: 3 clusters Score -1.189171e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -11891700.000000 Penalty: 3728.389404
	Iteration 197Q: 3 clusters Score -1.18917e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 73457 members 
Entering Unmasked Estep 
Score: -11891688.000000 Penalty: 3728.389404
	Iteration 198Q: 3 clusters Score -1.189169e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -11891687.000000 Penalty: 3728.389404
	Iteration 199Q: 3 clusters Score -1.189169e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 73560 members 
Entering Unmasked Estep 
Score: -11891669.000000 Penalty: 3728.389404
	Iteration 200F: 3 clusters Score -1.189167e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -11891671.000000 Penalty: 3728.389404
	Iteration 201Q: 3 clusters Score -1.189167e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 73651 members 
Entering Unmasked Estep 
Score: -11891668.000000 Penalty: 3728.389404
	Iteration 202Q: 3 clusters Score -1.189167e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
Score: -11891660.000000 Penalty: 3728.389404
	Iteration 203Q: 3 clusters Score -1.189166e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -11891650.000000 Penalty: 3728.389404
	Iteration 204Q: 3 clusters Score -1.189165e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -11891647.000000 Penalty: 3728.389404
	Iteration 205Q: 3 clusters Score -1.189165e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -11891658.000000 Penalty: 3728.389404
	Iteration 206Q: 3 clusters Score -1.189166e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -11891654.000000 Penalty: 3728.389404
	Iteration 207Q: 3 clusters Score -1.189165e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 73891 members 
Entering Unmasked Estep 
Score: -11891666.000000 Penalty: 3728.389404
	Iteration 208Q: 3 clusters Score -1.189167e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 73945 members 
Entering Unmasked Estep 
Score: -11891676.000000 Penalty: 3728.389404
	Iteration 209Q: 3 clusters Score -1.189168e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -11891650.000000 Penalty: 3728.389404
	Iteration 210Q: 3 clusters Score -1.189165e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -11891671.000000 Penalty: 3728.389404
	Iteration 211Q: 3 clusters Score -1.189167e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -11891685.000000 Penalty: 3728.389404
	Iteration 212Q: 3 clusters Score -1.189168e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -11891693.000000 Penalty: 3728.389404
	Iteration 213Q: 3 clusters Score -1.189169e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -11891684.000000 Penalty: 3728.389404
	Iteration 214Q: 3 clusters Score -1.189168e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -11891663.000000 Penalty: 3728.389404
	Iteration 215Q: 3 clusters Score -1.189166e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -11891663.000000 Penalty: 3728.389404
	Iteration 216Q: 3 clusters Score -1.189166e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -11891662.000000 Penalty: 3728.389404
	Iteration 217Q: 3 clusters Score -1.189166e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -11891666.000000 Penalty: 3728.389404
	Iteration 218Q: 3 clusters Score -1.189167e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 74586 members 
Entering Unmasked Estep 
Score: -11891638.000000 Penalty: 3728.389404
	Iteration 219Q: 3 clusters Score -1.189164e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -11891621.000000 Penalty: 3728.389404
	Iteration 220F: 3 clusters Score -1.189162e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -11891621.000000 Penalty: 3728.389404
	Iteration 221Q: 3 clusters Score -1.189162e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -11891614.000000 Penalty: 3728.389404
	Iteration 222Q: 3 clusters Score -1.189161e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
Score: -11891615.000000 Penalty: 3728.389404
	Iteration 223Q: 3 clusters Score -1.189162e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -11891625.000000 Penalty: 3728.389404
	Iteration 224Q: 3 clusters Score -1.189162e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -11891611.000000 Penalty: 3728.389404
	Iteration 225Q: 3 clusters Score -1.189161e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -11891636.000000 Penalty: 3728.389404
	Iteration 226Q: 3 clusters Score -1.189164e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -11891624.000000 Penalty: 3728.389404
	Iteration 227Q: 3 clusters Score -1.189162e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -11891593.000000 Penalty: 3728.389404
	Iteration 228Q: 3 clusters Score -1.189159e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -11891604.000000 Penalty: 3728.389404
	Iteration 229Q: 3 clusters Score -1.18916e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 75245 members 
Entering Unmasked Estep 
Score: -11891608.000000 Penalty: 3728.389404
	Iteration 230Q: 3 clusters Score -1.189161e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 75289 members 
Entering Unmasked Estep 
Score: -11891627.000000 Penalty: 3728.389404
	Iteration 231Q: 3 clusters Score -1.189163e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -11891623.000000 Penalty: 3728.389404
	Iteration 232Q: 3 clusters Score -1.189162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -11891614.000000 Penalty: 3728.389404
	Iteration 233Q: 3 clusters Score -1.189161e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -11891618.000000 Penalty: 3728.389404
	Iteration 234Q: 3 clusters Score -1.189162e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -11891616.000000 Penalty: 3728.389404
	Iteration 235Q: 3 clusters Score -1.189162e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -11891612.000000 Penalty: 3728.389404
	Iteration 236Q: 3 clusters Score -1.189161e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -11891611.000000 Penalty: 3728.389404
	Iteration 237Q: 3 clusters Score -1.189161e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -11891601.000000 Penalty: 3728.389404
	Iteration 238Q: 3 clusters Score -1.18916e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 75560 members 
Entering Unmasked Estep 
Score: -11891584.000000 Penalty: 3728.389404
	Iteration 239Q: 3 clusters Score -1.189158e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -11891577.000000 Penalty: 3728.389404
	Iteration 240F: 3 clusters Score -1.189158e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 75672 members 
Entering Unmasked Estep 
Score: -11891590.000000 Penalty: 3728.389404
	Iteration 241Q: 3 clusters Score -1.189159e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -11891592.000000 Penalty: 3728.389404
	Iteration 242Q: 3 clusters Score -1.189159e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 75790 members 
Entering Unmasked Estep 
Score: -11891560.000000 Penalty: 3728.389404
	Iteration 243Q: 3 clusters Score -1.189156e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 75848 members 
Entering Unmasked Estep 
Score: -11891534.000000 Penalty: 3728.389404
	Iteration 244Q: 3 clusters Score -1.189153e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 75909 members 
Entering Unmasked Estep 
Score: -11891536.000000 Penalty: 3728.389404
	Iteration 245Q: 3 clusters Score -1.189154e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -11891538.000000 Penalty: 3728.389404
	Iteration 246Q: 3 clusters Score -1.189154e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -11891506.000000 Penalty: 3728.389404
	Iteration 247Q: 3 clusters Score -1.189151e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 76108 members 
Entering Unmasked Estep 
Score: -11891487.000000 Penalty: 3728.389404
	Iteration 248Q: 3 clusters Score -1.189149e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 76189 members 
Entering Unmasked Estep 
Score: -11891496.000000 Penalty: 3728.389404
	Iteration 249Q: 3 clusters Score -1.18915e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -11891479.000000 Penalty: 3728.389404
	Iteration 250Q: 3 clusters Score -1.189148e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -11891506.000000 Penalty: 3728.389404
	Iteration 251Q: 3 clusters Score -1.189151e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 76426 members 
Entering Unmasked Estep 
Score: -11891492.000000 Penalty: 3728.389404
	Iteration 252Q: 3 clusters Score -1.189149e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -11891485.000000 Penalty: 3728.389404
	Iteration 253Q: 3 clusters Score -1.189148e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 76604 members 
Entering Unmasked Estep 
Score: -11891474.000000 Penalty: 3728.389404
	Iteration 254Q: 3 clusters Score -1.189147e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -11891477.000000 Penalty: 3728.389404
	Iteration 255Q: 3 clusters Score -1.189148e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 76755 members 
Entering Unmasked Estep 
Score: -11891461.000000 Penalty: 3728.389404
	Iteration 256Q: 3 clusters Score -1.189146e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -11891455.000000 Penalty: 3728.389404
	Iteration 257Q: 3 clusters Score -1.189146e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -11891460.000000 Penalty: 3728.389404
	Iteration 258Q: 3 clusters Score -1.189146e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 76996 members 
Entering Unmasked Estep 
Score: -11891457.000000 Penalty: 3728.389404
	Iteration 259Q: 3 clusters Score -1.189146e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -11891415.000000 Penalty: 3728.389404
	Iteration 260F: 3 clusters Score -1.189142e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -11891420.000000 Penalty: 3728.389404
	Iteration 261Q: 3 clusters Score -1.189142e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -11891413.000000 Penalty: 3728.389404
	Iteration 262Q: 3 clusters Score -1.189141e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -11891388.000000 Penalty: 3728.389404
	Iteration 263Q: 3 clusters Score -1.189139e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -11891405.000000 Penalty: 3728.389404
	Iteration 264Q: 3 clusters Score -1.18914e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 77522 members 
Entering Unmasked Estep 
Score: -11891386.000000 Penalty: 3728.389404
	Iteration 265Q: 3 clusters Score -1.189139e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 77617 members 
Entering Unmasked Estep 
Score: -11891383.000000 Penalty: 3728.389404
	Iteration 266Q: 3 clusters Score -1.189138e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -11891347.000000 Penalty: 3728.389404
	Iteration 267Q: 3 clusters Score -1.189135e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -11891343.000000 Penalty: 3728.389404
	Iteration 268Q: 3 clusters Score -1.189134e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 77862 members 
Entering Unmasked Estep 
Score: -11891338.000000 Penalty: 3728.389404
	Iteration 269Q: 3 clusters Score -1.189134e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -11891301.000000 Penalty: 3728.389404
	Iteration 270Q: 3 clusters Score -1.18913e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -11891302.000000 Penalty: 3728.389404
	Iteration 271Q: 3 clusters Score -1.18913e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -11891290.000000 Penalty: 3728.389404
	Iteration 272Q: 3 clusters Score -1.189129e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -11891283.000000 Penalty: 3728.389404
	Iteration 273Q: 3 clusters Score -1.189128e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 78194 members 
Entering Unmasked Estep 
Score: -11891248.000000 Penalty: 3728.389404
	Iteration 274Q: 3 clusters Score -1.189125e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -11891238.000000 Penalty: 3728.389404
	Iteration 275Q: 3 clusters Score -1.189124e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -11891228.000000 Penalty: 3728.389404
	Iteration 276Q: 3 clusters Score -1.189123e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -11891230.000000 Penalty: 3728.389404
	Iteration 277Q: 3 clusters Score -1.189123e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 78354 members 
Entering Unmasked Estep 
Score: -11891225.000000 Penalty: 3728.389404
	Iteration 278Q: 3 clusters Score -1.189122e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -11891242.000000 Penalty: 3728.389404
	Iteration 279Q: 3 clusters Score -1.189124e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -11891235.000000 Penalty: 3728.389404
	Iteration 280F: 3 clusters Score -1.189124e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -11891232.000000 Penalty: 3728.389404
	Iteration 281Q: 3 clusters Score -1.189123e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -11891210.000000 Penalty: 3728.389404
	Iteration 282Q: 3 clusters Score -1.189121e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 78485 members 
Entering Unmasked Estep 
Score: -11891219.000000 Penalty: 3728.389404
	Iteration 283Q: 3 clusters Score -1.189122e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -11891220.000000 Penalty: 3728.389404
	Iteration 284Q: 3 clusters Score -1.189122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -11891190.000000 Penalty: 3728.389404
	Iteration 285Q: 3 clusters Score -1.189119e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -11891189.000000 Penalty: 3728.389404
	Iteration 286Q: 3 clusters Score -1.189119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -11891203.000000 Penalty: 3728.389404
	Iteration 287Q: 3 clusters Score -1.18912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 78617 members 
Entering Unmasked Estep 
Score: -11891209.000000 Penalty: 3728.389404
	Iteration 288Q: 3 clusters Score -1.189121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -11891213.000000 Penalty: 3728.389404
	Iteration 289Q: 3 clusters Score -1.189121e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -11891223.000000 Penalty: 3728.389404
	Iteration 290Q: 3 clusters Score -1.189122e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 78695 members 
Entering Unmasked Estep 
Score: -11891208.000000 Penalty: 3728.389404
	Iteration 291Q: 3 clusters Score -1.189121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -11891193.000000 Penalty: 3728.389404
	Iteration 292Q: 3 clusters Score -1.189119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
Score: -11891200.000000 Penalty: 3728.389404
	Iteration 293Q: 3 clusters Score -1.18912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -11891196.000000 Penalty: 3728.389404
	Iteration 294Q: 3 clusters Score -1.18912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -11891204.000000 Penalty: 3728.389404
	Iteration 295Q: 3 clusters Score -1.18912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -11891197.000000 Penalty: 3728.389404
	Iteration 296Q: 3 clusters Score -1.18912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -11891187.000000 Penalty: 3728.389404
	Iteration 297Q: 3 clusters Score -1.189119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -11891195.000000 Penalty: 3728.389404
	Iteration 298Q: 3 clusters Score -1.18912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -11891179.000000 Penalty: 3728.389404
	Iteration 299Q: 3 clusters Score -1.189118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -11891178.000000 Penalty: 3728.389404
	Iteration 300F: 3 clusters Score -1.189118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -11891190.000000 Penalty: 3728.389404
	Iteration 301Q: 3 clusters Score -1.189119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -11891194.000000 Penalty: 3728.389404
	Iteration 302Q: 3 clusters Score -1.189119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -11891205.000000 Penalty: 3728.389404
	Iteration 303Q: 3 clusters Score -1.18912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -11891214.000000 Penalty: 3728.389404
	Iteration 304Q: 3 clusters Score -1.189121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 78918 members 
Entering Unmasked Estep 
Score: -11891192.000000 Penalty: 3728.389404
	Iteration 305Q: 3 clusters Score -1.189119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 78926 members 
Entering Unmasked Estep 
Score: -11891199.000000 Penalty: 3728.389404
	Iteration 306Q: 3 clusters Score -1.18912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -11891200.000000 Penalty: 3728.389404
	Iteration 307Q: 3 clusters Score -1.18912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -11891193.000000 Penalty: 3728.389404
	Iteration 308Q: 3 clusters Score -1.189119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -11891213.000000 Penalty: 3728.389404
	Iteration 309Q: 3 clusters Score -1.189121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -11891207.000000 Penalty: 3728.389404
	Iteration 310Q: 3 clusters Score -1.189121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -11891206.000000 Penalty: 3728.389404
	Iteration 311Q: 3 clusters Score -1.189121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 78989 members 
Entering Unmasked Estep 
Score: -11891201.000000 Penalty: 3728.389404
	Iteration 312Q: 3 clusters Score -1.18912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -11891203.000000 Penalty: 3728.389404
	Iteration 313Q: 3 clusters Score -1.18912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -11891194.000000 Penalty: 3728.389404
	Iteration 314Q: 3 clusters Score -1.189119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 79036 members 
Entering Unmasked Estep 
Score: -11891202.000000 Penalty: 3728.389404
	Iteration 315Q: 3 clusters Score -1.18912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -11891198.000000 Penalty: 3728.389404
	Iteration 316Q: 3 clusters Score -1.18912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -11891203.000000 Penalty: 3728.389404
	Iteration 317Q: 3 clusters Score -1.18912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 79089 members 
Entering Unmasked Estep 
Score: -11891189.000000 Penalty: 3728.389404
	Iteration 318Q: 3 clusters Score -1.189119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -11891167.000000 Penalty: 3728.389404
	Iteration 319Q: 3 clusters Score -1.189117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -11891170.000000 Penalty: 3728.389404
	Iteration 320F: 3 clusters Score -1.189117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -11891165.000000 Penalty: 3728.389404
	Iteration 321Q: 3 clusters Score -1.189116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 79158 members 
Entering Unmasked Estep 
Score: -11891176.000000 Penalty: 3728.389404
	Iteration 322Q: 3 clusters Score -1.189118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -11891153.000000 Penalty: 3728.389404
	Iteration 323Q: 3 clusters Score -1.189115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -11891149.000000 Penalty: 3728.389404
	Iteration 324Q: 3 clusters Score -1.189115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -11891134.000000 Penalty: 3728.389404
	Iteration 325Q: 3 clusters Score -1.189113e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -11891134.000000 Penalty: 3728.389404
	Iteration 326Q: 3 clusters Score -1.189113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -11891130.000000 Penalty: 3728.389404
	Iteration 327Q: 3 clusters Score -1.189113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -11891120.000000 Penalty: 3728.389404
	Iteration 328Q: 3 clusters Score -1.189112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 79297 members 
Entering Unmasked Estep 
Score: -11891111.000000 Penalty: 3728.389404
	Iteration 329Q: 3 clusters Score -1.189111e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -11891084.000000 Penalty: 3728.389404
	Iteration 330Q: 3 clusters Score -1.189108e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 79360 members 
Entering Unmasked Estep 
Score: -11891070.000000 Penalty: 3728.389404
	Iteration 331Q: 3 clusters Score -1.189107e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
Score: -11891071.000000 Penalty: 3728.389404
	Iteration 332Q: 3 clusters Score -1.189107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -11891086.000000 Penalty: 3728.389404
	Iteration 333Q: 3 clusters Score -1.189109e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -11891080.000000 Penalty: 3728.389404
	Iteration 334Q: 3 clusters Score -1.189108e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -11891068.000000 Penalty: 3728.389404
	Iteration 335Q: 3 clusters Score -1.189107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -11891053.000000 Penalty: 3728.389404
	Iteration 336Q: 3 clusters Score -1.189105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 79496 members 
Entering Unmasked Estep 
Score: -11891062.000000 Penalty: 3728.389404
	Iteration 337Q: 3 clusters Score -1.189106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -11891058.000000 Penalty: 3728.389404
	Iteration 338Q: 3 clusters Score -1.189106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -11891054.000000 Penalty: 3728.389404
	Iteration 339Q: 3 clusters Score -1.189105e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 79546 members 
Entering Unmasked Estep 
Score: -11891046.000000 Penalty: 3728.389404
	Iteration 340F: 3 clusters Score -1.189105e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -11891057.000000 Penalty: 3728.389404
	Iteration 341Q: 3 clusters Score -1.189106e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -11891052.000000 Penalty: 3728.389404
	Iteration 342Q: 3 clusters Score -1.189105e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -11891014.000000 Penalty: 3728.389404
	Iteration 343Q: 3 clusters Score -1.189101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
Score: -11891011.000000 Penalty: 3728.389404
	Iteration 344Q: 3 clusters Score -1.189101e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -11891020.000000 Penalty: 3728.389404
	Iteration 345Q: 3 clusters Score -1.189102e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -11891007.000000 Penalty: 3728.389404
	Iteration 346Q: 3 clusters Score -1.189101e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -11891009.000000 Penalty: 3728.389404
	Iteration 347Q: 3 clusters Score -1.189101e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -11891013.000000 Penalty: 3728.389404
	Iteration 348Q: 3 clusters Score -1.189101e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -11891007.000000 Penalty: 3728.389404
	Iteration 349Q: 3 clusters Score -1.189101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 79787 members 
Entering Unmasked Estep 
Score: -11891002.000000 Penalty: 3728.389404
	Iteration 350Q: 3 clusters Score -1.1891e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -11890985.000000 Penalty: 3728.389404
	Iteration 351Q: 3 clusters Score -1.189098e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -11890999.000000 Penalty: 3728.389404
	Iteration 352Q: 3 clusters Score -1.1891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -11890980.000000 Penalty: 3728.389404
	Iteration 353Q: 3 clusters Score -1.189098e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 79875 members 
Entering Unmasked Estep 
Score: -11890985.000000 Penalty: 3728.389404
	Iteration 354Q: 3 clusters Score -1.189098e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 79898 members 
Entering Unmasked Estep 
Score: -11890970.000000 Penalty: 3728.389404
	Iteration 355Q: 3 clusters Score -1.189097e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -11890978.000000 Penalty: 3728.389404
	Iteration 356Q: 3 clusters Score -1.189098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -11890971.000000 Penalty: 3728.389404
	Iteration 357Q: 3 clusters Score -1.189097e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -11890964.000000 Penalty: 3728.389404
	Iteration 358Q: 3 clusters Score -1.189096e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 79981 members 
Entering Unmasked Estep 
Score: -11890965.000000 Penalty: 3728.389404
	Iteration 359Q: 3 clusters Score -1.189096e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -11890963.000000 Penalty: 3728.389404
	Iteration 360F: 3 clusters Score -1.189096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -11890970.000000 Penalty: 3728.389404
	Iteration 361Q: 3 clusters Score -1.189097e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -11890959.000000 Penalty: 3728.389404
	Iteration 362Q: 3 clusters Score -1.189096e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -11890956.000000 Penalty: 3728.389404
	Iteration 363Q: 3 clusters Score -1.189096e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -11890942.000000 Penalty: 3728.389404
	Iteration 364Q: 3 clusters Score -1.189094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
Score: -11890942.000000 Penalty: 3728.389404
	Iteration 365Q: 3 clusters Score -1.189094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 80090 members 
Entering Unmasked Estep 
Score: -11890927.000000 Penalty: 3728.389404
	Iteration 366Q: 3 clusters Score -1.189093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -11890929.000000 Penalty: 3728.389404
	Iteration 367Q: 3 clusters Score -1.189093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 80111 members 
Entering Unmasked Estep 
Score: -11890940.000000 Penalty: 3728.389404
	Iteration 368Q: 3 clusters Score -1.189094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 80121 members 
Entering Unmasked Estep 
Score: -11890944.000000 Penalty: 3728.389404
	Iteration 369Q: 3 clusters Score -1.189094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
Score: -11890934.000000 Penalty: 3728.389404
	Iteration 370Q: 3 clusters Score -1.189093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 80129 members 
Entering Unmasked Estep 
Score: -11890940.000000 Penalty: 3728.389404
	Iteration 371Q: 3 clusters Score -1.189094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 80136 members 
Entering Unmasked Estep 
Score: -11890923.000000 Penalty: 3728.389404
	Iteration 372Q: 3 clusters Score -1.189092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -11890920.000000 Penalty: 3728.389404
	Iteration 373Q: 3 clusters Score -1.189092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -11890917.000000 Penalty: 3728.389404
	Iteration 374Q: 3 clusters Score -1.189092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -11890906.000000 Penalty: 3728.389404
	Iteration 375Q: 3 clusters Score -1.189091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 80158 members 
Entering Unmasked Estep 
Score: -11890914.000000 Penalty: 3728.389404
	Iteration 376Q: 3 clusters Score -1.189091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 80166 members 
Entering Unmasked Estep 
Score: -11890907.000000 Penalty: 3728.389404
	Iteration 377Q: 3 clusters Score -1.189091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 80177 members 
Entering Unmasked Estep 
Score: -11890912.000000 Penalty: 3728.389404
	Iteration 378Q: 3 clusters Score -1.189091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -11890911.000000 Penalty: 3728.389404
	Iteration 379Q: 3 clusters Score -1.189091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -11890903.000000 Penalty: 3728.389404
	Iteration 380F: 3 clusters Score -1.18909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 80206 members 
Entering Unmasked Estep 
Score: -11890903.000000 Penalty: 3728.389404
	Iteration 381Q: 3 clusters Score -1.18909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 80211 members 
Entering Unmasked Estep 
Score: -11890898.000000 Penalty: 3728.389404
	Iteration 382Q: 3 clusters Score -1.18909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -11890906.000000 Penalty: 3728.389404
	Iteration 383Q: 3 clusters Score -1.189091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 80223 members 
Entering Unmasked Estep 
Score: -11890902.000000 Penalty: 3728.389404
	Iteration 384Q: 3 clusters Score -1.18909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 80227 members 
Entering Unmasked Estep 
Score: -11890903.000000 Penalty: 3728.389404
	Iteration 385Q: 3 clusters Score -1.18909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -11890910.000000 Penalty: 3728.389404
	Iteration 386Q: 3 clusters Score -1.189091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 80240 members 
Entering Unmasked Estep 
Score: -11890911.000000 Penalty: 3728.389404
	Iteration 387Q: 3 clusters Score -1.189091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -11890902.000000 Penalty: 3728.389404
	Iteration 388Q: 3 clusters Score -1.18909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 80265 members 
Entering Unmasked Estep 
Score: -11890919.000000 Penalty: 3728.389404
	Iteration 389Q: 3 clusters Score -1.189092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 80281 members 
Entering Unmasked Estep 
Score: -11890892.000000 Penalty: 3728.389404
	Iteration 390Q: 3 clusters Score -1.189089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
Score: -11890885.000000 Penalty: 3728.389404
	Iteration 391Q: 3 clusters Score -1.189088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 80300 members 
Entering Unmasked Estep 
Score: -11890887.000000 Penalty: 3728.389404
	Iteration 392Q: 3 clusters Score -1.189089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -11890891.000000 Penalty: 3728.389404
	Iteration 393Q: 3 clusters Score -1.189089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -11890885.000000 Penalty: 3728.389404
	Iteration 394Q: 3 clusters Score -1.189088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -11890874.000000 Penalty: 3728.389404
	Iteration 395Q: 3 clusters Score -1.189087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -11890886.000000 Penalty: 3728.389404
	Iteration 396Q: 3 clusters Score -1.189089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 80348 members 
Entering Unmasked Estep 
Score: -11890895.000000 Penalty: 3728.389404
	Iteration 397Q: 3 clusters Score -1.18909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -11890896.000000 Penalty: 3728.389404
	Iteration 398Q: 3 clusters Score -1.18909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -11890900.000000 Penalty: 3728.389404
	Iteration 399Q: 3 clusters Score -1.18909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 80382 members 
Entering Unmasked Estep 
Score: -11890913.000000 Penalty: 3728.389404
	Iteration 400F: 3 clusters Score -1.189091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -11890905.000000 Penalty: 3728.389404
	Iteration 401Q: 3 clusters Score -1.18909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -11890906.000000 Penalty: 3728.389404
	Iteration 402Q: 3 clusters Score -1.189091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -11890926.000000 Penalty: 3728.389404
	Iteration 403Q: 3 clusters Score -1.189093e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 80460 members 
Entering Unmasked Estep 
Score: -11890935.000000 Penalty: 3728.389404
	Iteration 404Q: 3 clusters Score -1.189094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 80486 members 
Entering Unmasked Estep 
Score: -11890922.000000 Penalty: 3728.389404
	Iteration 405Q: 3 clusters Score -1.189092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -11890923.000000 Penalty: 3728.389404
	Iteration 406Q: 3 clusters Score -1.189092e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 80532 members 
Entering Unmasked Estep 
Score: -11890935.000000 Penalty: 3728.389404
	Iteration 407Q: 3 clusters Score -1.189094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -11890926.000000 Penalty: 3728.389404
	Iteration 408Q: 3 clusters Score -1.189093e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 80586 members 
Entering Unmasked Estep 
Score: -11890921.000000 Penalty: 3728.389404
	Iteration 409Q: 3 clusters Score -1.189092e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -11890926.000000 Penalty: 3728.389404
	Iteration 410Q: 3 clusters Score -1.189093e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -11890896.000000 Penalty: 3728.389404
	Iteration 411Q: 3 clusters Score -1.18909e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -11890884.000000 Penalty: 3728.389404
	Iteration 412Q: 3 clusters Score -1.189088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -11890882.000000 Penalty: 3728.389404
	Iteration 413Q: 3 clusters Score -1.189088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -11890889.000000 Penalty: 3728.389404
	Iteration 414Q: 3 clusters Score -1.189089e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -11890884.000000 Penalty: 3728.389404
	Iteration 415Q: 3 clusters Score -1.189088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -11890880.000000 Penalty: 3728.389404
	Iteration 416Q: 3 clusters Score -1.189088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -11890891.000000 Penalty: 3728.389404
	Iteration 417Q: 3 clusters Score -1.189089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -11890890.000000 Penalty: 3728.389404
	Iteration 418Q: 3 clusters Score -1.189089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 80775 members 
Entering Unmasked Estep 
Score: -11890877.000000 Penalty: 3728.389404
	Iteration 419Q: 3 clusters Score -1.189088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -11890887.000000 Penalty: 3728.389404
	Iteration 420F: 3 clusters Score -1.189089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -11890875.000000 Penalty: 3728.389404
	Iteration 421Q: 3 clusters Score -1.189088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -11890885.000000 Penalty: 3728.389404
	Iteration 422Q: 3 clusters Score -1.189088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -11890893.000000 Penalty: 3728.389404
	Iteration 423Q: 3 clusters Score -1.189089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -11890903.000000 Penalty: 3728.389404
	Iteration 424Q: 3 clusters Score -1.18909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 80848 members 
Entering Unmasked Estep 
Score: -11890896.000000 Penalty: 3728.389404
	Iteration 425Q: 3 clusters Score -1.18909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -11890894.000000 Penalty: 3728.389404
	Iteration 426Q: 3 clusters Score -1.189089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 80859 members 
Entering Unmasked Estep 
Score: -11890889.000000 Penalty: 3728.389404
	Iteration 427Q: 3 clusters Score -1.189089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -11890888.000000 Penalty: 3728.389404
	Iteration 428Q: 3 clusters Score -1.189089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -11890892.000000 Penalty: 3728.389404
	Iteration 429Q: 3 clusters Score -1.189089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 80868 members 
Entering Unmasked Estep 
Score: -11890893.000000 Penalty: 3728.389404
	Iteration 430Q: 3 clusters Score -1.189089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -11890891.000000 Penalty: 3728.389404
	Iteration 431Q: 3 clusters Score -1.189089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -11890887.000000 Penalty: 3728.389404
	Iteration 432Q: 3 clusters Score -1.189089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -11890883.000000 Penalty: 3728.389404
	Iteration 433Q: 3 clusters Score -1.189088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -11890895.000000 Penalty: 3728.389404
	Iteration 434Q: 3 clusters Score -1.18909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -11890897.000000 Penalty: 3728.389404
	Iteration 435Q: 3 clusters Score -1.18909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -11890883.000000 Penalty: 3728.389404
	Iteration 436Q: 3 clusters Score -1.189088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -11890889.000000 Penalty: 3728.389404
	Iteration 437Q: 3 clusters Score -1.189089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -11890894.000000 Penalty: 3728.389404
	Iteration 438Q: 3 clusters Score -1.189089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -11890894.000000 Penalty: 3728.389404
	Iteration 439Q: 3 clusters Score -1.189089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 80937 members 
Entering Unmasked Estep 
Score: -11890892.000000 Penalty: 3728.389404
	Iteration 440F: 3 clusters Score -1.189089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 89618 members 
Mstep: Class 4 contains 29297 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 7124 members 
Mstep: Class 7 contains 44172 members 
Mstep: Class 8 contains 5845 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 15050 members 
Mstep: Class 11 contains 71220 members 
Mstep: Class 12 contains 80937 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 78477 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 17 contains 7332 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 41150 members 
Mstep: Class 20 contains 15053 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 6782 members 
Entering Unmasked Estep 
Score: -62588212.000000 Penalty: 44879.351562
Splitting cluster 10 changes total score from -62565712.000000 to -62588212.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 11 (71220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Entering Unmasked Estep 
Score: -8827006.000000 Penalty: 1815.698364
	Iteration 0F: 2 clusters Score -8827006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -8781979.000000 Penalty: 3631.396729
	Iteration 0F: 3 clusters Score -8781979 nChanged 33679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -8801613.000000 Penalty: 3631.396729
	Iteration 1F: 3 clusters Score -8801613 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -8802216.000000 Penalty: 3631.396729
	Iteration 2Q: 3 clusters Score -8802216 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -8802882.000000 Penalty: 3631.396729
	Iteration 3Q: 3 clusters Score -8802882 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -8803832.000000 Penalty: 3631.396729
	Iteration 4Q: 3 clusters Score -8803832 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -8805238.000000 Penalty: 3631.396729
	Iteration 5Q: 3 clusters Score -8805238 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -8807288.000000 Penalty: 3631.396729
	Iteration 6Q: 3 clusters Score -8807288 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -8810332.000000 Penalty: 3631.396729
	Iteration 7F: 3 clusters Score -8810332 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -8814079.000000 Penalty: 3631.396729
	Iteration 8F: 3 clusters Score -8814079 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -8817724.000000 Penalty: 3631.396729
	Iteration 9F: 3 clusters Score -8817724 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -8820839.000000 Penalty: 3631.396729
	Iteration 10F: 3 clusters Score -8820839 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -8822826.000000 Penalty: 3631.396729
	Iteration 11Q: 3 clusters Score -8822826 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -8823893.000000 Penalty: 3631.396729
	Iteration 12Q: 3 clusters Score -8823893 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -8824529.000000 Penalty: 3631.396729
	Iteration 13Q: 3 clusters Score -8824529 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -8824947.000000 Penalty: 3631.396729
	Iteration 14Q: 3 clusters Score -8824947 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -8825184.000000 Penalty: 3631.396729
	Iteration 15Q: 3 clusters Score -8825184 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -8825317.000000 Penalty: 3631.396729
	Iteration 16Q: 3 clusters Score -8825317 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -8825401.000000 Penalty: 3631.396729
	Iteration 17Q: 3 clusters Score -8825401 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -8825440.000000 Penalty: 3631.396729
	Iteration 18Q: 3 clusters Score -8825440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -8825460.000000 Penalty: 3631.396729
	Iteration 19Q: 3 clusters Score -8825460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -8825479.000000 Penalty: 3631.396729
	Iteration 20F: 3 clusters Score -8825479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 70853 members 
Entering Unmasked Estep 
Score: -8825484.000000 Penalty: 3631.396729
	Iteration 21Q: 3 clusters Score -8825484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -8825488.000000 Penalty: 3631.396729
	Iteration 22Q: 3 clusters Score -8825488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
Score: -8825501.000000 Penalty: 3631.396729
	Iteration 23Q: 3 clusters Score -8825501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -8825515.000000 Penalty: 3631.396729
	Iteration 24Q: 3 clusters Score -8825515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -8825521.000000 Penalty: 3631.396729
	Iteration 25Q: 3 clusters Score -8825521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -8825524.000000 Penalty: 3631.396729
	Iteration 26Q: 3 clusters Score -8825524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
Score: -8825537.000000 Penalty: 3631.396729
	Iteration 27Q: 3 clusters Score -8825537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -8825539.000000 Penalty: 3631.396729
	Iteration 28Q: 3 clusters Score -8825539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 70903 members 
Entering Unmasked Estep 
Score: -8825536.000000 Penalty: 3631.396729
	Iteration 29Q: 3 clusters Score -8825536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 70905 members 
Entering Unmasked Estep 
Score: -8825546.000000 Penalty: 3631.396729
	Iteration 30Q: 3 clusters Score -8825546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -8825547.000000 Penalty: 3631.396729
	Iteration 31Q: 3 clusters Score -8825547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -8825545.000000 Penalty: 3631.396729
	Iteration 32Q: 3 clusters Score -8825545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 70908 members 
Entering Unmasked Estep 
Score: -8825544.000000 Penalty: 3631.396729
	Iteration 33Q: 3 clusters Score -8825544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 70908 members 
Entering Unmasked Estep 
Score: -8825544.000000 Penalty: 3631.396729
	Iteration 34F: 3 clusters Score -8825544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Entering Unmasked Estep 
Score: -521186.031250 Penalty: 1356.598877
	Iteration 0F: 2 clusters Score -521186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -517667.718750 Penalty: 2713.197754
	Iteration 0F: 3 clusters Score -517667.7 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -518717.687500 Penalty: 2713.197754
	Iteration 1F: 3 clusters Score -518717.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -519035.031250 Penalty: 2713.197754
	Iteration 2F: 3 clusters Score -519035 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -519364.937500 Penalty: 2713.197754
	Iteration 3F: 3 clusters Score -519364.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -519733.000000 Penalty: 2713.197754
	Iteration 4F: 3 clusters Score -519733 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -520085.906250 Penalty: 2713.197754
	Iteration 5F: 3 clusters Score -520085.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -520392.593750 Penalty: 2713.197754
	Iteration 6F: 3 clusters Score -520392.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -520618.500000 Penalty: 2713.197754
	Iteration 7Q: 3 clusters Score -520618.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -520770.656250 Penalty: 2713.197754
	Iteration 8Q: 3 clusters Score -520770.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -520871.468750 Penalty: 2713.197754
	Iteration 9Q: 3 clusters Score -520871.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -520961.531250 Penalty: 2713.197754
	Iteration 10Q: 3 clusters Score -520961.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -521030.562500 Penalty: 2713.197754
	Iteration 11Q: 3 clusters Score -521030.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -521057.093750 Penalty: 2713.197754
	Iteration 12Q: 3 clusters Score -521057.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -521076.906250 Penalty: 2713.197754
	Iteration 13Q: 3 clusters Score -521076.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -521083.500000 Penalty: 2713.197754
	Iteration 14Q: 3 clusters Score -521083.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -521090.468750 Penalty: 2713.197754
	Iteration 15Q: 3 clusters Score -521090.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -521096.875000 Penalty: 2713.197754
	Iteration 16Q: 3 clusters Score -521096.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -521097.312500 Penalty: 2713.197754
	Iteration 17Q: 3 clusters Score -521097.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -521099.843750 Penalty: 2713.197754
	Iteration 18Q: 3 clusters Score -521099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -521101.062500 Penalty: 2713.197754
	Iteration 19Q: 3 clusters Score -521101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -521101.843750 Penalty: 2713.197754
	Iteration 20F: 3 clusters Score -521101.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Entering Unmasked Estep 
Score: -9695467.000000 Penalty: 1831.466187
	Iteration 0F: 2 clusters Score -9695467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -9646671.000000 Penalty: 3662.932373
	Iteration 0F: 3 clusters Score -9646671 nChanged 37470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -9668535.000000 Penalty: 3662.932373
	Iteration 1F: 3 clusters Score -9668535 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -9669250.000000 Penalty: 3662.932373
	Iteration 2Q: 3 clusters Score -9669250 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -9670103.000000 Penalty: 3662.932373
	Iteration 3Q: 3 clusters Score -9670103 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -9671074.000000 Penalty: 3662.932373
	Iteration 4Q: 3 clusters Score -9671074 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -9672142.000000 Penalty: 3662.932373
	Iteration 5Q: 3 clusters Score -9672142 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -9673388.000000 Penalty: 3662.932373
	Iteration 6Q: 3 clusters Score -9673388 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -9675006.000000 Penalty: 3662.932373
	Iteration 7Q: 3 clusters Score -9675006 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -9677021.000000 Penalty: 3662.932373
	Iteration 8Q: 3 clusters Score -9677021 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -9679435.000000 Penalty: 3662.932373
	Iteration 9F: 3 clusters Score -9679435 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -9682117.000000 Penalty: 3662.932373
	Iteration 10F: 3 clusters Score -9682117 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -9684677.000000 Penalty: 3662.932373
	Iteration 11F: 3 clusters Score -9684677 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61964 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -9686738.000000 Penalty: 3662.932373
	Iteration 12Q: 3 clusters Score -9686738 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -9688279.000000 Penalty: 3662.932373
	Iteration 13Q: 3 clusters Score -9688279 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -9689301.000000 Penalty: 3662.932373
	Iteration 14Q: 3 clusters Score -9689301 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -9690012.000000 Penalty: 3662.932373
	Iteration 15Q: 3 clusters Score -9690012 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -9690634.000000 Penalty: 3662.932373
	Iteration 16Q: 3 clusters Score -9690634 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -9691082.000000 Penalty: 3662.932373
	Iteration 17Q: 3 clusters Score -9691082 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -9691437.000000 Penalty: 3662.932373
	Iteration 18Q: 3 clusters Score -9691437 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -9691800.000000 Penalty: 3662.932373
	Iteration 19Q: 3 clusters Score -9691800 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -9692108.000000 Penalty: 3662.932373
	Iteration 20F: 3 clusters Score -9692108 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -9692424.000000 Penalty: 3662.932373
	Iteration 21Q: 3 clusters Score -9692424 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74960 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -9692621.000000 Penalty: 3662.932373
	Iteration 22Q: 3 clusters Score -9692621 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75509 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -9692841.000000 Penalty: 3662.932373
	Iteration 23Q: 3 clusters Score -9692841 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -9693049.000000 Penalty: 3662.932373
	Iteration 24Q: 3 clusters Score -9693049 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -9693209.000000 Penalty: 3662.932373
	Iteration 25Q: 3 clusters Score -9693209 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9693304.000000 Penalty: 3662.932373
	Iteration 26Q: 3 clusters Score -9693304 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9693411.000000 Penalty: 3662.932373
	Iteration 27Q: 3 clusters Score -9693411 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9693478.000000 Penalty: 3662.932373
	Iteration 28Q: 3 clusters Score -9693478 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9693543.000000 Penalty: 3662.932373
	Iteration 29Q: 3 clusters Score -9693543 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9693584.000000 Penalty: 3662.932373
	Iteration 30Q: 3 clusters Score -9693584 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9693655.000000 Penalty: 3662.932373
	Iteration 31Q: 3 clusters Score -9693655 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77477 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9693697.000000 Penalty: 3662.932373
	Iteration 32Q: 3 clusters Score -9693697 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9693760.000000 Penalty: 3662.932373
	Iteration 33Q: 3 clusters Score -9693760 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9693801.000000 Penalty: 3662.932373
	Iteration 34Q: 3 clusters Score -9693801 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9693815.000000 Penalty: 3662.932373
	Iteration 35Q: 3 clusters Score -9693815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77687 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9693850.000000 Penalty: 3662.932373
	Iteration 36Q: 3 clusters Score -9693850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9693867.000000 Penalty: 3662.932373
	Iteration 37Q: 3 clusters Score -9693867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9693871.000000 Penalty: 3662.932373
	Iteration 38Q: 3 clusters Score -9693871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77762 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9693875.000000 Penalty: 3662.932373
	Iteration 39Q: 3 clusters Score -9693875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77769 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9693868.000000 Penalty: 3662.932373
	Iteration 40F: 3 clusters Score -9693868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9693875.000000 Penalty: 3662.932373
	Iteration 41Q: 3 clusters Score -9693875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9693880.000000 Penalty: 3662.932373
	Iteration 42Q: 3 clusters Score -9693880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9693887.000000 Penalty: 3662.932373
	Iteration 43Q: 3 clusters Score -9693887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9693888.000000 Penalty: 3662.932373
	Iteration 44Q: 3 clusters Score -9693888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9693896.000000 Penalty: 3662.932373
	Iteration 45Q: 3 clusters Score -9693896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9693899.000000 Penalty: 3662.932373
	Iteration 46Q: 3 clusters Score -9693899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9693901.000000 Penalty: 3662.932373
	Iteration 47Q: 3 clusters Score -9693901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77828 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9693911.000000 Penalty: 3662.932373
	Iteration 48Q: 3 clusters Score -9693911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9693906.000000 Penalty: 3662.932373
	Iteration 49Q: 3 clusters Score -9693906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9693901.000000 Penalty: 3662.932373
	Iteration 50Q: 3 clusters Score -9693901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9693901.000000 Penalty: 3662.932373
	Iteration 51F: 3 clusters Score -9693901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -476205.718750 Penalty: 1349.118286
	Iteration 0F: 2 clusters Score -476205.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -472850.937500 Penalty: 2698.236572
	Iteration 0F: 3 clusters Score -472850.9 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -473745.031250 Penalty: 2698.236572
	Iteration 1F: 3 clusters Score -473745 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -473896.843750 Penalty: 2698.236572
	Iteration 2F: 3 clusters Score -473896.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -474007.406250 Penalty: 2698.236572
	Iteration 3F: 3 clusters Score -474007.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -474069.843750 Penalty: 2698.236572
	Iteration 4Q: 3 clusters Score -474069.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -474131.343750 Penalty: 2698.236572
	Iteration 5Q: 3 clusters Score -474131.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -474186.906250 Penalty: 2698.236572
	Iteration 6Q: 3 clusters Score -474186.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -474242.937500 Penalty: 2698.236572
	Iteration 7Q: 3 clusters Score -474242.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -474309.125000 Penalty: 2698.236572
	Iteration 8Q: 3 clusters Score -474309.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -474385.875000 Penalty: 2698.236572
	Iteration 9Q: 3 clusters Score -474385.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -474479.312500 Penalty: 2698.236572
	Iteration 10Q: 3 clusters Score -474479.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -474578.593750 Penalty: 2698.236572
	Iteration 11Q: 3 clusters Score -474578.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -474677.718750 Penalty: 2698.236572
	Iteration 12Q: 3 clusters Score -474677.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -474776.187500 Penalty: 2698.236572
	Iteration 13Q: 3 clusters Score -474776.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -474877.375000 Penalty: 2698.236572
	Iteration 14Q: 3 clusters Score -474877.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -474976.625000 Penalty: 2698.236572
	Iteration 15Q: 3 clusters Score -474976.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -475051.406250 Penalty: 2698.236572
	Iteration 16Q: 3 clusters Score -475051.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -475107.468750 Penalty: 2698.236572
	Iteration 17Q: 3 clusters Score -475107.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -475144.750000 Penalty: 2698.236572
	Iteration 18Q: 3 clusters Score -475144.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -475169.156250 Penalty: 2698.236572
	Iteration 19Q: 3 clusters Score -475169.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -475184.593750 Penalty: 2698.236572
	Iteration 20F: 3 clusters Score -475184.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -475196.781250 Penalty: 2698.236572
	Iteration 21Q: 3 clusters Score -475196.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -475208.281250 Penalty: 2698.236572
	Iteration 22Q: 3 clusters Score -475208.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -475218.375000 Penalty: 2698.236572
	Iteration 23Q: 3 clusters Score -475218.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -475226.718750 Penalty: 2698.236572
	Iteration 24Q: 3 clusters Score -475226.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -475233.562500 Penalty: 2698.236572
	Iteration 25Q: 3 clusters Score -475233.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -475242.937500 Penalty: 2698.236572
	Iteration 26Q: 3 clusters Score -475242.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -475246.937500 Penalty: 2698.236572
	Iteration 27Q: 3 clusters Score -475246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -475250.093750 Penalty: 2698.236572
	Iteration 28Q: 3 clusters Score -475250.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -475251.468750 Penalty: 2698.236572
	Iteration 29Q: 3 clusters Score -475251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -475251.843750 Penalty: 2698.236572
	Iteration 30Q: 3 clusters Score -475251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -475252.750000 Penalty: 2698.236572
	Iteration 31Q: 3 clusters Score -475252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -475253.125000 Penalty: 2698.236572
	Iteration 32Q: 3 clusters Score -475253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -475254.125000 Penalty: 2698.236572
	Iteration 33Q: 3 clusters Score -475254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -475254.125000 Penalty: 2698.236572
	Iteration 34F: 3 clusters Score -475254.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Entering Unmasked Estep 
Score: -908272.125000 Penalty: 1446.250610
	Iteration 0F: 2 clusters Score -908272.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -902874.500000 Penalty: 2892.501221
	Iteration 0F: 3 clusters Score -902874.5 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -904535.062500 Penalty: 2892.501221
	Iteration 1F: 3 clusters Score -904535.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -904787.750000 Penalty: 2892.501221
	Iteration 2F: 3 clusters Score -904787.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -905015.750000 Penalty: 2892.501221
	Iteration 3F: 3 clusters Score -905015.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -905245.812500 Penalty: 2892.501221
	Iteration 4F: 3 clusters Score -905245.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -905492.937500 Penalty: 2892.501221
	Iteration 5F: 3 clusters Score -905492.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -905737.500000 Penalty: 2892.501221
	Iteration 6F: 3 clusters Score -905737.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -905976.937500 Penalty: 2892.501221
	Iteration 7Q: 3 clusters Score -905976.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -906207.562500 Penalty: 2892.501221
	Iteration 8Q: 3 clusters Score -906207.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -906407.875000 Penalty: 2892.501221
	Iteration 9Q: 3 clusters Score -906407.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -906584.875000 Penalty: 2892.501221
	Iteration 10Q: 3 clusters Score -906584.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -906698.062500 Penalty: 2892.501221
	Iteration 11Q: 3 clusters Score -906698.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -906765.437500 Penalty: 2892.501221
	Iteration 12Q: 3 clusters Score -906765.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -906814.562500 Penalty: 2892.501221
	Iteration 13Q: 3 clusters Score -906814.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -906847.500000 Penalty: 2892.501221
	Iteration 14Q: 3 clusters Score -906847.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -906873.812500 Penalty: 2892.501221
	Iteration 15Q: 3 clusters Score -906873.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -906899.250000 Penalty: 2892.501221
	Iteration 16Q: 3 clusters Score -906899.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -906921.312500 Penalty: 2892.501221
	Iteration 17Q: 3 clusters Score -906921.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -906934.500000 Penalty: 2892.501221
	Iteration 18Q: 3 clusters Score -906934.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -906951.500000 Penalty: 2892.501221
	Iteration 19Q: 3 clusters Score -906951.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -906972.062500 Penalty: 2892.501221
	Iteration 20F: 3 clusters Score -906972.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -906999.812500 Penalty: 2892.501221
	Iteration 21Q: 3 clusters Score -906999.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -907036.062500 Penalty: 2892.501221
	Iteration 22Q: 3 clusters Score -907036.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -907086.312500 Penalty: 2892.501221
	Iteration 23Q: 3 clusters Score -907086.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -907140.687500 Penalty: 2892.501221
	Iteration 24Q: 3 clusters Score -907140.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -907184.625000 Penalty: 2892.501221
	Iteration 25Q: 3 clusters Score -907184.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -907235.937500 Penalty: 2892.501221
	Iteration 26Q: 3 clusters Score -907235.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -907284.937500 Penalty: 2892.501221
	Iteration 27Q: 3 clusters Score -907284.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -907335.187500 Penalty: 2892.501221
	Iteration 28Q: 3 clusters Score -907335.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -907385.000000 Penalty: 2892.501221
	Iteration 29Q: 3 clusters Score -907385 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -907432.875000 Penalty: 2892.501221
	Iteration 30Q: 3 clusters Score -907432.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -907482.375000 Penalty: 2892.501221
	Iteration 31Q: 3 clusters Score -907482.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -907537.875000 Penalty: 2892.501221
	Iteration 32Q: 3 clusters Score -907537.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -907593.562500 Penalty: 2892.501221
	Iteration 33Q: 3 clusters Score -907593.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -907671.250000 Penalty: 2892.501221
	Iteration 34Q: 3 clusters Score -907671.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -907792.375000 Penalty: 2892.501221
	Iteration 35Q: 3 clusters Score -907792.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -907908.687500 Penalty: 2892.501221
	Iteration 36Q: 3 clusters Score -907908.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -908039.250000 Penalty: 2892.501221
	Iteration 37Q: 3 clusters Score -908039.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -908156.437500 Penalty: 2892.501221
	Iteration 38Q: 3 clusters Score -908156.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -908250.375000 Penalty: 2892.501221
	Iteration 39Q: 3 clusters Score -908250.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -908339.000000 Penalty: 2892.501221
	Iteration 40F: 3 clusters Score -908339 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -908410.125000 Penalty: 2892.501221
	Iteration 41Q: 3 clusters Score -908410.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -908457.812500 Penalty: 2892.501221
	Iteration 42Q: 3 clusters Score -908457.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -908494.625000 Penalty: 2892.501221
	Iteration 43Q: 3 clusters Score -908494.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -908515.625000 Penalty: 2892.501221
	Iteration 44Q: 3 clusters Score -908515.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -908524.625000 Penalty: 2892.501221
	Iteration 45Q: 3 clusters Score -908524.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -908530.812500 Penalty: 2892.501221
	Iteration 46Q: 3 clusters Score -908530.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -908535.750000 Penalty: 2892.501221
	Iteration 47Q: 3 clusters Score -908535.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -908536.562500 Penalty: 2892.501221
	Iteration 48Q: 3 clusters Score -908536.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -908538.062500 Penalty: 2892.501221
	Iteration 49Q: 3 clusters Score -908538.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -908540.250000 Penalty: 2892.501221
	Iteration 50Q: 3 clusters Score -908540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -908539.375000 Penalty: 2892.501221
	Iteration 51Q: 3 clusters Score -908539.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -908541.562500 Penalty: 2892.501221
	Iteration 52Q: 3 clusters Score -908541.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -908543.000000 Penalty: 2892.501221
	Iteration 53Q: 3 clusters Score -908543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -908543.812500 Penalty: 2892.501221
	Iteration 54Q: 3 clusters Score -908543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -908545.000000 Penalty: 2892.501221
	Iteration 55Q: 3 clusters Score -908545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -908545.000000 Penalty: 2892.501221
	Iteration 56F: 3 clusters Score -908545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 89618 members 
Mstep: Class 4 contains 29297 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 7124 members 
Mstep: Class 7 contains 44172 members 
Mstep: Class 8 contains 5845 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 15050 members 
Mstep: Class 11 contains 71220 members 
Mstep: Class 12 contains 80937 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 78477 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 16 contains 4465 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 41150 members 
Mstep: Class 20 contains 15053 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 6782 members 
Entering Unmasked Estep 
Score: -62587680.000000 Penalty: 47016.460938
Splitting cluster 17 changes total score from -62565712.000000 to -62587680.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -50117.339844 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -50117.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49209.781250 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -49209.78 nChanged 191
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: -49581.347656 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -49581.35 nChanged 56
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: -49969.957031 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -49969.96 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50435.250000 Penalty: 2054.249756
	Iteration 3F: 3 clusters Score -50435.25 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50941.246094 Penalty: 2054.249756
	Iteration 4F: 3 clusters Score -50941.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51337.066406 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -51337.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51526.761719 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -51526.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51560.949219 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -51560.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51590.703125 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -51590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51708.175781 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -51708.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51732.593750 Penalty: 2054.249756
	Iteration 10Q: 3 clusters Score -51732.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51770.046875 Penalty: 2054.249756
	Iteration 11Q: 3 clusters Score -51770.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -51799.976562 Penalty: 2054.249756
	Iteration 12Q: 3 clusters Score -51799.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51803.203125 Penalty: 2054.249756
	Iteration 13Q: 3 clusters Score -51803.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51805.046875 Penalty: 2054.249756
	Iteration 14F: 3 clusters Score -51805.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51822.609375 Penalty: 2054.249756
	Iteration 15Q: 3 clusters Score -51822.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51822.609375 Penalty: 2054.249756
	Iteration 16F: 3 clusters Score -51822.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 89618 members 
Mstep: Class 4 contains 29297 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 7124 members 
Mstep: Class 7 contains 44172 members 
Mstep: Class 8 contains 5845 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 15050 members 
Mstep: Class 11 contains 71220 members 
Mstep: Class 12 contains 80937 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 78477 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 16 contains 4465 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 41150 members 
Mstep: Class 20 contains 15053 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 6782 members 
Mstep: Class 23 contains 182 members 
Entering Unmasked Estep 
Score: -62588284.000000 Penalty: 49153.574219
Splitting cluster 18 changes total score from -62565712.000000 to -62588284.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (41150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Entering Unmasked Estep 
Score: -5195384.500000 Penalty: 1726.559082
	Iteration 0F: 2 clusters Score -5195384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -5167716.500000 Penalty: 3453.118164
	Iteration 0F: 3 clusters Score -5167716 nChanged 19287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -5178937.000000 Penalty: 3453.118164
	Iteration 1F: 3 clusters Score -5178937 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -5179635.500000 Penalty: 3453.118164
	Iteration 2Q: 3 clusters Score -5179636 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -5180683.500000 Penalty: 3453.118164
	Iteration 3Q: 3 clusters Score -5180684 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -5182028.000000 Penalty: 3453.118164
	Iteration 4F: 3 clusters Score -5182028 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -5183935.500000 Penalty: 3453.118164
	Iteration 5F: 3 clusters Score -5183936 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -5186200.000000 Penalty: 3453.118164
	Iteration 6F: 3 clusters Score -5186200 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -5188413.500000 Penalty: 3453.118164
	Iteration 7F: 3 clusters Score -5188414 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -5190381.000000 Penalty: 3453.118164
	Iteration 8F: 3 clusters Score -5190381 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -5191808.500000 Penalty: 3453.118164
	Iteration 9Q: 3 clusters Score -5191808 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -5192709.500000 Penalty: 3453.118164
	Iteration 10Q: 3 clusters Score -5192710 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -5193343.500000 Penalty: 3453.118164
	Iteration 11Q: 3 clusters Score -5193344 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -5193729.500000 Penalty: 3453.118164
	Iteration 12Q: 3 clusters Score -5193730 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -5193954.500000 Penalty: 3453.118164
	Iteration 13Q: 3 clusters Score -5193954 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -5194139.000000 Penalty: 3453.118164
	Iteration 14Q: 3 clusters Score -5194139 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -5194347.500000 Penalty: 3453.118164
	Iteration 15Q: 3 clusters Score -5194348 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -5194597.000000 Penalty: 3453.118164
	Iteration 16Q: 3 clusters Score -5194597 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -5194901.500000 Penalty: 3453.118164
	Iteration 17Q: 3 clusters Score -5194902 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -5195361.000000 Penalty: 3453.118164
	Iteration 18Q: 3 clusters Score -5195361 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -5195966.500000 Penalty: 3453.118164
	Iteration 19Q: 3 clusters Score -5195966 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -5196765.000000 Penalty: 3453.118164
	Iteration 20F: 3 clusters Score -5196765 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -5197447.500000 Penalty: 3453.118164
	Iteration 21Q: 3 clusters Score -5197448 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -5197955.000000 Penalty: 3453.118164
	Iteration 22Q: 3 clusters Score -5197955 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -5198195.000000 Penalty: 3453.118164
	Iteration 23Q: 3 clusters Score -5198195 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -5198337.000000 Penalty: 3453.118164
	Iteration 24Q: 3 clusters Score -5198337 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -5198389.500000 Penalty: 3453.118164
	Iteration 25Q: 3 clusters Score -5198390 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -5198403.500000 Penalty: 3453.118164
	Iteration 26Q: 3 clusters Score -5198404 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -5198399.000000 Penalty: 3453.118164
	Iteration 27Q: 3 clusters Score -5198399 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -5198408.500000 Penalty: 3453.118164
	Iteration 28Q: 3 clusters Score -5198408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -5198414.500000 Penalty: 3453.118164
	Iteration 29Q: 3 clusters Score -5198414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -5198422.000000 Penalty: 3453.118164
	Iteration 30Q: 3 clusters Score -5198422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -5198421.000000 Penalty: 3453.118164
	Iteration 31Q: 3 clusters Score -5198421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -5198423.000000 Penalty: 3453.118164
	Iteration 32Q: 3 clusters Score -5198423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -5198423.500000 Penalty: 3453.118164
	Iteration 33Q: 3 clusters Score -5198424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -5198423.500000 Penalty: 3453.118164
	Iteration 34F: 3 clusters Score -5198424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 89618 members 
Mstep: Class 4 contains 29297 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 7124 members 
Mstep: Class 7 contains 44172 members 
Mstep: Class 8 contains 5845 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 15050 members 
Mstep: Class 11 contains 71220 members 
Mstep: Class 12 contains 80937 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 78477 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 16 contains 4465 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 8518 members 
Mstep: Class 20 contains 15053 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 6782 members 
Mstep: Class 23 contains 182 members 
Mstep: Class 24 contains 32632 members 
Entering Unmasked Estep 
Score: -62590956.000000 Penalty: 51290.683594
Splitting cluster 19 changes total score from -62565712.000000 to -62590956.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (15053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Entering Unmasked Estep 
Score: -1820959.500000 Penalty: 1563.141479
	Iteration 0F: 2 clusters Score -1820960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1810531.750000 Penalty: 3126.282959
	Iteration 0F: 3 clusters Score -1810532 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1814196.375000 Penalty: 3126.282959
	Iteration 1F: 3 clusters Score -1814196 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1814520.625000 Penalty: 3126.282959
	Iteration 2F: 3 clusters Score -1814521 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1814815.625000 Penalty: 3126.282959
	Iteration 3Q: 3 clusters Score -1814816 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1815146.875000 Penalty: 3126.282959
	Iteration 4Q: 3 clusters Score -1815147 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1815560.500000 Penalty: 3126.282959
	Iteration 5F: 3 clusters Score -1815560 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1816105.625000 Penalty: 3126.282959
	Iteration 6F: 3 clusters Score -1816106 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1816792.625000 Penalty: 3126.282959
	Iteration 7F: 3 clusters Score -1816793 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1817568.000000 Penalty: 3126.282959
	Iteration 8F: 3 clusters Score -1817568 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1818291.000000 Penalty: 3126.282959
	Iteration 9F: 3 clusters Score -1818291 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1818855.625000 Penalty: 3126.282959
	Iteration 10Q: 3 clusters Score -1818856 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1819198.875000 Penalty: 3126.282959
	Iteration 11Q: 3 clusters Score -1819199 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1819340.375000 Penalty: 3126.282959
	Iteration 12Q: 3 clusters Score -1819340 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1819432.875000 Penalty: 3126.282959
	Iteration 13Q: 3 clusters Score -1819433 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1819488.500000 Penalty: 3126.282959
	Iteration 14Q: 3 clusters Score -1819488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1819514.125000 Penalty: 3126.282959
	Iteration 15Q: 3 clusters Score -1819514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1819550.750000 Penalty: 3126.282959
	Iteration 16Q: 3 clusters Score -1819551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1819563.375000 Penalty: 3126.282959
	Iteration 17Q: 3 clusters Score -1819563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1819584.125000 Penalty: 3126.282959
	Iteration 18Q: 3 clusters Score -1819584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1819591.250000 Penalty: 3126.282959
	Iteration 19Q: 3 clusters Score -1819591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1819604.500000 Penalty: 3126.282959
	Iteration 20F: 3 clusters Score -1819604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1819623.875000 Penalty: 3126.282959
	Iteration 21Q: 3 clusters Score -1819624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1819632.375000 Penalty: 3126.282959
	Iteration 22Q: 3 clusters Score -1819632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1819642.625000 Penalty: 3126.282959
	Iteration 23Q: 3 clusters Score -1819643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1819650.375000 Penalty: 3126.282959
	Iteration 24Q: 3 clusters Score -1819650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1819659.125000 Penalty: 3126.282959
	Iteration 25Q: 3 clusters Score -1819659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1819667.375000 Penalty: 3126.282959
	Iteration 26Q: 3 clusters Score -1819667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1819668.500000 Penalty: 3126.282959
	Iteration 27Q: 3 clusters Score -1819668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1819668.500000 Penalty: 3126.282959
	Iteration 28F: 3 clusters Score -1819668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Entering Unmasked Estep 
Score: -270027.312500 Penalty: 1255.007080
	Iteration 0F: 2 clusters Score -270027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -267790.187500 Penalty: 2510.014160
	Iteration 0F: 3 clusters Score -267790.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -268284.468750 Penalty: 2510.014160
	Iteration 1F: 3 clusters Score -268284.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -268399.281250 Penalty: 2510.014160
	Iteration 2F: 3 clusters Score -268399.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -268454.218750 Penalty: 2510.014160
	Iteration 3Q: 3 clusters Score -268454.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -268487.281250 Penalty: 2510.014160
	Iteration 4Q: 3 clusters Score -268487.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -268515.875000 Penalty: 2510.014160
	Iteration 5Q: 3 clusters Score -268515.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -268532.000000 Penalty: 2510.014160
	Iteration 6Q: 3 clusters Score -268532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -268546.875000 Penalty: 2510.014160
	Iteration 7Q: 3 clusters Score -268546.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -268559.062500 Penalty: 2510.014160
	Iteration 8Q: 3 clusters Score -268559.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -268567.968750 Penalty: 2510.014160
	Iteration 9Q: 3 clusters Score -268568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -268574.218750 Penalty: 2510.014160
	Iteration 10Q: 3 clusters Score -268574.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -268580.125000 Penalty: 2510.014160
	Iteration 11Q: 3 clusters Score -268580.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -268588.125000 Penalty: 2510.014160
	Iteration 12Q: 3 clusters Score -268588.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -268596.000000 Penalty: 2510.014160
	Iteration 13Q: 3 clusters Score -268596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -268604.625000 Penalty: 2510.014160
	Iteration 14Q: 3 clusters Score -268604.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -268610.437500 Penalty: 2510.014160
	Iteration 15Q: 3 clusters Score -268610.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -268616.656250 Penalty: 2510.014160
	Iteration 16Q: 3 clusters Score -268616.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -268622.781250 Penalty: 2510.014160
	Iteration 17Q: 3 clusters Score -268622.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -268631.031250 Penalty: 2510.014160
	Iteration 18Q: 3 clusters Score -268631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -268635.125000 Penalty: 2510.014160
	Iteration 19Q: 3 clusters Score -268635.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -268640.593750 Penalty: 2510.014160
	Iteration 20F: 3 clusters Score -268640.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -268649.812500 Penalty: 2510.014160
	Iteration 21Q: 3 clusters Score -268649.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -268656.687500 Penalty: 2510.014160
	Iteration 22Q: 3 clusters Score -268656.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -268661.593750 Penalty: 2510.014160
	Iteration 23Q: 3 clusters Score -268661.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -268667.406250 Penalty: 2510.014160
	Iteration 24Q: 3 clusters Score -268667.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -268678.531250 Penalty: 2510.014160
	Iteration 25Q: 3 clusters Score -268678.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -268685.812500 Penalty: 2510.014160
	Iteration 26Q: 3 clusters Score -268685.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -268692.687500 Penalty: 2510.014160
	Iteration 27Q: 3 clusters Score -268692.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -268698.031250 Penalty: 2510.014160
	Iteration 28Q: 3 clusters Score -268698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -268705.812500 Penalty: 2510.014160
	Iteration 29Q: 3 clusters Score -268705.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -268713.062500 Penalty: 2510.014160
	Iteration 30Q: 3 clusters Score -268713.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -268719.312500 Penalty: 2510.014160
	Iteration 31Q: 3 clusters Score -268719.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -268724.343750 Penalty: 2510.014160
	Iteration 32Q: 3 clusters Score -268724.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -268728.812500 Penalty: 2510.014160
	Iteration 33Q: 3 clusters Score -268728.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -268732.562500 Penalty: 2510.014160
	Iteration 34Q: 3 clusters Score -268732.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -268737.250000 Penalty: 2510.014160
	Iteration 35Q: 3 clusters Score -268737.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -268744.093750 Penalty: 2510.014160
	Iteration 36Q: 3 clusters Score -268744.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -268754.906250 Penalty: 2510.014160
	Iteration 37Q: 3 clusters Score -268754.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -268759.531250 Penalty: 2510.014160
	Iteration 38Q: 3 clusters Score -268759.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -268763.218750 Penalty: 2510.014160
	Iteration 39Q: 3 clusters Score -268763.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -268769.031250 Penalty: 2510.014160
	Iteration 40F: 3 clusters Score -268769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -268778.281250 Penalty: 2510.014160
	Iteration 41Q: 3 clusters Score -268778.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -268793.531250 Penalty: 2510.014160
	Iteration 42Q: 3 clusters Score -268793.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -268812.218750 Penalty: 2510.014160
	Iteration 43Q: 3 clusters Score -268812.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -268826.562500 Penalty: 2510.014160
	Iteration 44Q: 3 clusters Score -268826.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -268839.656250 Penalty: 2510.014160
	Iteration 45Q: 3 clusters Score -268839.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -268848.343750 Penalty: 2510.014160
	Iteration 46Q: 3 clusters Score -268848.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -268855.031250 Penalty: 2510.014160
	Iteration 47Q: 3 clusters Score -268855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -268861.843750 Penalty: 2510.014160
	Iteration 48Q: 3 clusters Score -268861.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -268866.250000 Penalty: 2510.014160
	Iteration 49Q: 3 clusters Score -268866.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -268869.656250 Penalty: 2510.014160
	Iteration 50Q: 3 clusters Score -268869.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -268871.468750 Penalty: 2510.014160
	Iteration 51Q: 3 clusters Score -268871.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -268873.625000 Penalty: 2510.014160
	Iteration 52Q: 3 clusters Score -268873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -268874.750000 Penalty: 2510.014160
	Iteration 53Q: 3 clusters Score -268874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -268874.750000 Penalty: 2510.014160
	Iteration 54F: 3 clusters Score -268874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Entering Unmasked Estep 
Score: -831389.000000 Penalty: 1433.579468
	Iteration 0F: 2 clusters Score -831389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -826288.562500 Penalty: 2867.158936
	Iteration 0F: 3 clusters Score -826288.6 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -828026.625000 Penalty: 2867.158936
	Iteration 1F: 3 clusters Score -828026.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -828853.687500 Penalty: 2867.158936
	Iteration 2F: 3 clusters Score -828853.7 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -829995.375000 Penalty: 2867.158936
	Iteration 3F: 3 clusters Score -829995.4 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -831087.312500 Penalty: 2867.158936
	Iteration 4F: 3 clusters Score -831087.3 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -832090.500000 Penalty: 2867.158936
	Iteration 5F: 3 clusters Score -832090.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -832845.062500 Penalty: 2867.158936
	Iteration 6F: 3 clusters Score -832845.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -833306.437500 Penalty: 2867.158936
	Iteration 7Q: 3 clusters Score -833306.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -833420.625000 Penalty: 2867.158936
	Iteration 8Q: 3 clusters Score -833420.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -833437.812500 Penalty: 2867.158936
	Iteration 9Q: 3 clusters Score -833437.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -833442.875000 Penalty: 2867.158936
	Iteration 10Q: 3 clusters Score -833442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -833445.250000 Penalty: 2867.158936
	Iteration 11Q: 3 clusters Score -833445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -833445.312500 Penalty: 2867.158936
	Iteration 12Q: 3 clusters Score -833445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -833445.062500 Penalty: 2867.158936
	Iteration 13Q: 3 clusters Score -833445.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -833445.562500 Penalty: 2867.158936
	Iteration 14Q: 3 clusters Score -833445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -833446.187500 Penalty: 2867.158936
	Iteration 15Q: 3 clusters Score -833446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -833447.437500 Penalty: 2867.158936
	Iteration 16Q: 3 clusters Score -833447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -833448.312500 Penalty: 2867.158936
	Iteration 17Q: 3 clusters Score -833448.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -833449.937500 Penalty: 2867.158936
	Iteration 18Q: 3 clusters Score -833449.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -833450.000000 Penalty: 2867.158936
	Iteration 19Q: 3 clusters Score -833450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -833449.812500 Penalty: 2867.158936
	Iteration 20F: 3 clusters Score -833449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -833449.562500 Penalty: 2867.158936
	Iteration 21Q: 3 clusters Score -833449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -833449.500000 Penalty: 2867.158936
	Iteration 22Q: 3 clusters Score -833449.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -833449.500000 Penalty: 2867.158936
	Iteration 23F: 3 clusters Score -833449.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 89618 members 
Mstep: Class 4 contains 29297 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 7124 members 
Mstep: Class 7 contains 44172 members 
Mstep: Class 8 contains 5845 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 15050 members 
Mstep: Class 11 contains 71220 members 
Mstep: Class 12 contains 80937 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 78477 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 16 contains 4465 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 8518 members 
Mstep: Class 20 contains 15053 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 5010 members 
Mstep: Class 23 contains 182 members 
Mstep: Class 24 contains 32632 members 
Mstep: Class 25 contains 1772 members 
Entering Unmasked Estep 
Score: -62592156.000000 Penalty: 53427.796875
Splitting cluster 22 changes total score from -62565712.000000 to -62592156.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 89618 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 7124 members 
Mstep: Class 7 contains 44172 members 
Mstep: Class 8 contains 5845 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 15050 members 
Mstep: Class 11 contains 71220 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 78477 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 8518 members 
Mstep: Class 20 contains 15053 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 5010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62605468.000000 Penalty: 53427.796875
Iteration 39Q: 26 clusters Score -6.260547e+07 nChanged 18264
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2752 members 
Mstep: Class 3 contains 88519 members 
Mstep: Class 4 contains 25765 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 45143 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 3024 members 
Mstep: Class 10 contains 15674 members 
Mstep: Class 11 contains 71001 members 
Mstep: Class 12 contains 82367 members 
Mstep: Class 13 contains 4107 members 
Mstep: Class 14 contains 77888 members 
Mstep: Class 15 contains 4021 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 17 contains 3366 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 9014 members 
Mstep: Class 20 contains 14321 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 5141 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 34975 members 
Mstep: Class 25 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62616396.000000 Penalty: 53427.796875
Iteration 40F: 26 clusters Score -6.26164e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 87481 members 
Mstep: Class 4 contains 24369 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 6823 members 
Mstep: Class 7 contains 44927 members 
Mstep: Class 8 contains 5764 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 15661 members 
Mstep: Class 11 contains 70866 members 
Mstep: Class 12 contains 83775 members 
Mstep: Class 13 contains 3906 members 
Mstep: Class 14 contains 77174 members 
Mstep: Class 15 contains 3992 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 19 contains 9300 members 
Mstep: Class 20 contains 13952 members 
Mstep: Class 21 contains 2216 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 37214 members 
Mstep: Class 25 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62622416.000000 Penalty: 53427.796875
Iteration 41Q: 26 clusters Score -6.262242e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3171 members 
Mstep: Class 3 contains 86757 members 
Mstep: Class 4 contains 23547 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 6698 members 
Mstep: Class 7 contains 44773 members 
Mstep: Class 8 contains 5664 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 15697 members 
Mstep: Class 11 contains 70810 members 
Mstep: Class 12 contains 84862 members 
Mstep: Class 13 contains 3741 members 
Mstep: Class 14 contains 76447 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 4168 members 
Mstep: Class 17 contains 4290 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 9532 members 
Mstep: Class 20 contains 13772 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 4736 members 
Mstep: Class 23 contains 205 members 
Mstep: Class 24 contains 38501 members 
Mstep: Class 25 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62625432.000000 Penalty: 53427.796875
Iteration 42Q: 26 clusters Score -6.262543e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3305 members 
Mstep: Class 3 contains 86137 members 
Mstep: Class 4 contains 23110 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 6638 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 5537 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 15830 members 
Mstep: Class 11 contains 70776 members 
Mstep: Class 12 contains 85637 members 
Mstep: Class 13 contains 3612 members 
Mstep: Class 14 contains 75763 members 
Mstep: Class 15 contains 3945 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 4740 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 9722 members 
Mstep: Class 20 contains 13725 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 4556 members 
Mstep: Class 23 contains 204 members 
Mstep: Class 24 contains 39216 members 
Mstep: Class 25 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62627252.000000 Penalty: 53427.796875
Iteration 43Q: 26 clusters Score -6.262725e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 85623 members 
Mstep: Class 4 contains 22836 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 44615 members 
Mstep: Class 8 contains 5415 members 
Mstep: Class 9 contains 2642 members 
Mstep: Class 10 contains 16034 members 
Mstep: Class 11 contains 70760 members 
Mstep: Class 12 contains 86175 members 
Mstep: Class 13 contains 3498 members 
Mstep: Class 14 contains 75102 members 
Mstep: Class 15 contains 3920 members 
Mstep: Class 16 contains 4205 members 
Mstep: Class 17 contains 5201 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 9906 members 
Mstep: Class 20 contains 13738 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 204 members 
Mstep: Class 24 contains 39652 members 
Mstep: Class 25 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62628328.000000 Penalty: 53427.796875
Iteration 44Q: 26 clusters Score -6.262833e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 85198 members 
Mstep: Class 4 contains 22644 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 44590 members 
Mstep: Class 8 contains 5303 members 
Mstep: Class 9 contains 2610 members 
Mstep: Class 10 contains 16270 members 
Mstep: Class 11 contains 70742 members 
Mstep: Class 12 contains 86534 members 
Mstep: Class 13 contains 3406 members 
Mstep: Class 14 contains 74509 members 
Mstep: Class 15 contains 3886 members 
Mstep: Class 16 contains 4227 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 10076 members 
Mstep: Class 20 contains 13771 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 4344 members 
Mstep: Class 23 contains 204 members 
Mstep: Class 24 contains 39940 members 
Mstep: Class 25 contains 1721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62628944.000000 Penalty: 53427.796875
Iteration 45Q: 26 clusters Score -6.262894e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3533 members 
Mstep: Class 3 contains 84817 members 
Mstep: Class 4 contains 22537 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 44575 members 
Mstep: Class 8 contains 5206 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 70741 members 
Mstep: Class 12 contains 86750 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 14 contains 73984 members 
Mstep: Class 15 contains 3865 members 
Mstep: Class 16 contains 4247 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 10259 members 
Mstep: Class 20 contains 13817 members 
Mstep: Class 21 contains 2166 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 204 members 
Mstep: Class 24 contains 40129 members 
Mstep: Class 25 contains 1718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62629404.000000 Penalty: 53427.796875
Iteration 46Q: 26 clusters Score -6.26294e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3565 members 
Mstep: Class 3 contains 84529 members 
Mstep: Class 4 contains 22449 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 6574 members 
Mstep: Class 7 contains 44568 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 2565 members 
Mstep: Class 10 contains 16721 members 
Mstep: Class 11 contains 70736 members 
Mstep: Class 12 contains 86887 members 
Mstep: Class 13 contains 3273 members 
Mstep: Class 14 contains 73553 members 
Mstep: Class 15 contains 3850 members 
Mstep: Class 16 contains 4268 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 10420 members 
Mstep: Class 20 contains 13877 members 
Mstep: Class 21 contains 2167 members 
Mstep: Class 22 contains 4195 members 
Mstep: Class 23 contains 204 members 
Mstep: Class 24 contains 40257 members 
Mstep: Class 25 contains 1717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62629832.000000 Penalty: 53427.796875
Iteration 47Q: 26 clusters Score -6.262983e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3580 members 
Mstep: Class 3 contains 84260 members 
Mstep: Class 4 contains 22406 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 6547 members 
Mstep: Class 7 contains 44582 members 
Mstep: Class 8 contains 4996 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 16953 members 
Mstep: Class 11 contains 70719 members 
Mstep: Class 12 contains 86955 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 73232 members 
Mstep: Class 15 contains 3850 members 
Mstep: Class 16 contains 4281 members 
Mstep: Class 17 contains 6521 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 10631 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 2163 members 
Mstep: Class 22 contains 4148 members 
Mstep: Class 23 contains 204 members 
Mstep: Class 24 contains 40337 members 
Mstep: Class 25 contains 1718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62630264.000000 Penalty: 53427.796875
Iteration 48Q: 26 clusters Score -6.263026e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3588 members 
Mstep: Class 3 contains 83955 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 6554 members 
Mstep: Class 7 contains 44593 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 17154 members 
Mstep: Class 11 contains 70696 members 
Mstep: Class 12 contains 86985 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 72991 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 6653 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 10902 members 
Mstep: Class 20 contains 14020 members 
Mstep: Class 21 contains 2158 members 
Mstep: Class 22 contains 4107 members 
Mstep: Class 23 contains 204 members 
Mstep: Class 24 contains 40400 members 
Mstep: Class 25 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62630392.000000 Penalty: 53427.796875
Iteration 49Q: 26 clusters Score -6.263039e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3594 members 
Mstep: Class 3 contains 83644 members 
Mstep: Class 4 contains 22324 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 6550 members 
Mstep: Class 7 contains 44613 members 
Mstep: Class 8 contains 4795 members 
Mstep: Class 9 contains 2565 members 
Mstep: Class 10 contains 17370 members 
Mstep: Class 11 contains 70694 members 
Mstep: Class 12 contains 86992 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 72798 members 
Mstep: Class 15 contains 3846 members 
Mstep: Class 16 contains 4326 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 11178 members 
Mstep: Class 20 contains 14083 members 
Mstep: Class 21 contains 2152 members 
Mstep: Class 22 contains 4073 members 
Mstep: Class 23 contains 204 members 
Mstep: Class 24 contains 40434 members 
Mstep: Class 25 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62630760.000000 Penalty: 53427.796875
Iteration 50Q: 26 clusters Score -6.263076e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3604 members 
Mstep: Class 3 contains 83295 members 
Mstep: Class 4 contains 22288 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 6548 members 
Mstep: Class 7 contains 44636 members 
Mstep: Class 8 contains 4710 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 17605 members 
Mstep: Class 11 contains 70714 members 
Mstep: Class 12 contains 86970 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 72636 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 4351 members 
Mstep: Class 17 contains 6798 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 11483 members 
Mstep: Class 20 contains 14149 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 4056 members 
Mstep: Class 23 contains 204 members 
Mstep: Class 24 contains 40446 members 
Mstep: Class 25 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631248.000000 Penalty: 53427.796875
Iteration 51Q: 26 clusters Score -6.263125e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3612 members 
Mstep: Class 3 contains 82931 members 
Mstep: Class 4 contains 22256 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 6552 members 
Mstep: Class 7 contains 44652 members 
Mstep: Class 8 contains 4630 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 17822 members 
Mstep: Class 11 contains 70731 members 
Mstep: Class 12 contains 86911 members 
Mstep: Class 13 contains 3034 members 
Mstep: Class 14 contains 72505 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 4372 members 
Mstep: Class 17 contains 6846 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 11819 members 
Mstep: Class 20 contains 14212 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 4046 members 
Mstep: Class 23 contains 205 members 
Mstep: Class 24 contains 40443 members 
Mstep: Class 25 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631332.000000 Penalty: 53427.796875
Iteration 52Q: 26 clusters Score -6.263133e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3616 members 
Mstep: Class 3 contains 82586 members 
Mstep: Class 4 contains 22217 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 6552 members 
Mstep: Class 7 contains 44665 members 
Mstep: Class 8 contains 4560 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 18059 members 
Mstep: Class 11 contains 70733 members 
Mstep: Class 12 contains 86842 members 
Mstep: Class 13 contains 2992 members 
Mstep: Class 14 contains 72393 members 
Mstep: Class 15 contains 3829 members 
Mstep: Class 16 contains 4391 members 
Mstep: Class 17 contains 6897 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 12147 members 
Mstep: Class 20 contains 14264 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 4043 members 
Mstep: Class 23 contains 205 members 
Mstep: Class 24 contains 40432 members 
Mstep: Class 25 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631492.000000 Penalty: 53427.796875
Iteration 53Q: 26 clusters Score -6.263149e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3618 members 
Mstep: Class 3 contains 82273 members 
Mstep: Class 4 contains 22191 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 6547 members 
Mstep: Class 7 contains 44680 members 
Mstep: Class 8 contains 4495 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 18268 members 
Mstep: Class 11 contains 70745 members 
Mstep: Class 12 contains 86760 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 72295 members 
Mstep: Class 15 contains 3826 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 12435 members 
Mstep: Class 20 contains 14306 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 4040 members 
Mstep: Class 23 contains 205 members 
Mstep: Class 24 contains 40445 members 
Mstep: Class 25 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631616.000000 Penalty: 53427.796875
Iteration 54Q: 26 clusters Score -6.263162e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3623 members 
Mstep: Class 3 contains 82013 members 
Mstep: Class 4 contains 22175 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 6527 members 
Mstep: Class 7 contains 44687 members 
Mstep: Class 8 contains 4445 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 70764 members 
Mstep: Class 12 contains 86650 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 72197 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 4425 members 
Mstep: Class 17 contains 6980 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 12715 members 
Mstep: Class 20 contains 14344 members 
Mstep: Class 21 contains 2154 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 205 members 
Mstep: Class 24 contains 40457 members 
Mstep: Class 25 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631712.000000 Penalty: 53427.796875
Iteration 55Q: 26 clusters Score -6.263171e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 81790 members 
Mstep: Class 4 contains 22161 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 6513 members 
Mstep: Class 7 contains 44699 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 18664 members 
Mstep: Class 11 contains 70777 members 
Mstep: Class 12 contains 86552 members 
Mstep: Class 13 contains 2864 members 
Mstep: Class 14 contains 72111 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 4437 members 
Mstep: Class 17 contains 7004 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 12979 members 
Mstep: Class 20 contains 14370 members 
Mstep: Class 21 contains 2154 members 
Mstep: Class 22 contains 4018 members 
Mstep: Class 23 contains 204 members 
Mstep: Class 24 contains 40447 members 
Mstep: Class 25 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62631960.000000 Penalty: 53427.796875
Iteration 56Q: 26 clusters Score -6.263196e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3639 members 
Mstep: Class 3 contains 81574 members 
Mstep: Class 4 contains 22149 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 6503 members 
Mstep: Class 7 contains 44707 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 18840 members 
Mstep: Class 11 contains 70787 members 
Mstep: Class 12 contains 86452 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 72026 members 
Mstep: Class 15 contains 3821 members 
Mstep: Class 16 contains 4452 members 
Mstep: Class 17 contains 7033 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 13245 members 
Mstep: Class 20 contains 14391 members 
Mstep: Class 21 contains 2154 members 
Mstep: Class 22 contains 4019 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 40416 members 
Mstep: Class 25 contains 1740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632120.000000 Penalty: 53427.796875
Iteration 57Q: 26 clusters Score -6.263212e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3645 members 
Mstep: Class 3 contains 81410 members 
Mstep: Class 4 contains 22142 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 6497 members 
Mstep: Class 7 contains 44716 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 19010 members 
Mstep: Class 11 contains 70769 members 
Mstep: Class 12 contains 86363 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 71957 members 
Mstep: Class 15 contains 3822 members 
Mstep: Class 16 contains 4468 members 
Mstep: Class 17 contains 7061 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 13464 members 
Mstep: Class 20 contains 14410 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 40379 members 
Mstep: Class 25 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632232.000000 Penalty: 53427.796875
Iteration 58Q: 26 clusters Score -6.263223e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3647 members 
Mstep: Class 3 contains 81291 members 
Mstep: Class 4 contains 22131 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 6493 members 
Mstep: Class 7 contains 44724 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 2526 members 
Mstep: Class 10 contains 19194 members 
Mstep: Class 11 contains 70752 members 
Mstep: Class 12 contains 86283 members 
Mstep: Class 13 contains 2757 members 
Mstep: Class 14 contains 71890 members 
Mstep: Class 15 contains 3821 members 
Mstep: Class 16 contains 4480 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 13639 members 
Mstep: Class 20 contains 14434 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 4010 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 40339 members 
Mstep: Class 25 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632428.000000 Penalty: 53427.796875
Iteration 59Q: 26 clusters Score -6.263243e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3649 members 
Mstep: Class 3 contains 81176 members 
Mstep: Class 4 contains 22117 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 6487 members 
Mstep: Class 7 contains 44730 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 2525 members 
Mstep: Class 10 contains 19407 members 
Mstep: Class 11 contains 70745 members 
Mstep: Class 12 contains 86171 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 14 contains 71824 members 
Mstep: Class 15 contains 3819 members 
Mstep: Class 16 contains 4490 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 13812 members 
Mstep: Class 20 contains 14459 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 4006 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 40298 members 
Mstep: Class 25 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62632880.000000 Penalty: 53427.796875
Iteration 60F: 26 clusters Score -6.263288e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3657 members 
Mstep: Class 3 contains 80993 members 
Mstep: Class 4 contains 22100 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 6478 members 
Mstep: Class 7 contains 44733 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 2518 members 
Mstep: Class 10 contains 19583 members 
Mstep: Class 11 contains 70754 members 
Mstep: Class 12 contains 86079 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 71461 members 
Mstep: Class 15 contains 3814 members 
Mstep: Class 16 contains 4496 members 
Mstep: Class 17 contains 7426 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 14046 members 
Mstep: Class 20 contains 14477 members 
Mstep: Class 21 contains 2153 members 
Mstep: Class 22 contains 4004 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 40252 members 
Mstep: Class 25 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62633096.000000 Penalty: 53427.796875
Iteration 61Q: 26 clusters Score -6.26331e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3675 members 
Mstep: Class 3 contains 80804 members 
Mstep: Class 4 contains 22086 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 6470 members 
Mstep: Class 7 contains 44732 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 2518 members 
Mstep: Class 10 contains 19757 members 
Mstep: Class 11 contains 70750 members 
Mstep: Class 12 contains 85998 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 71114 members 
Mstep: Class 15 contains 3812 members 
Mstep: Class 16 contains 4507 members 
Mstep: Class 17 contains 7757 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 14493 members 
Mstep: Class 21 contains 2153 members 
Mstep: Class 22 contains 4009 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 40175 members 
Mstep: Class 25 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62633548.000000 Penalty: 53427.796875
Iteration 62Q: 26 clusters Score -6.263355e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 80630 members 
Mstep: Class 4 contains 22072 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 6471 members 
Mstep: Class 7 contains 44737 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 2520 members 
Mstep: Class 10 contains 19905 members 
Mstep: Class 11 contains 70737 members 
Mstep: Class 12 contains 85927 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 70777 members 
Mstep: Class 15 contains 3806 members 
Mstep: Class 16 contains 4521 members 
Mstep: Class 17 contains 8094 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 14519 members 
Mstep: Class 20 contains 14502 members 
Mstep: Class 21 contains 2152 members 
Mstep: Class 22 contains 4009 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 40087 members 
Mstep: Class 25 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62633812.000000 Penalty: 53427.796875
Iteration 63Q: 26 clusters Score -6.263381e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3695 members 
Mstep: Class 3 contains 80480 members 
Mstep: Class 4 contains 22052 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 6471 members 
Mstep: Class 7 contains 44740 members 
Mstep: Class 8 contains 4163 members 
Mstep: Class 9 contains 2519 members 
Mstep: Class 10 contains 20048 members 
Mstep: Class 11 contains 70714 members 
Mstep: Class 12 contains 85886 members 
Mstep: Class 13 contains 2627 members 
Mstep: Class 14 contains 70428 members 
Mstep: Class 15 contains 3803 members 
Mstep: Class 16 contains 4543 members 
Mstep: Class 17 contains 8428 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 14723 members 
Mstep: Class 20 contains 14527 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 4007 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 39997 members 
Mstep: Class 25 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62634128.000000 Penalty: 53427.796875
Iteration 64Q: 26 clusters Score -6.263413e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3699 members 
Mstep: Class 3 contains 80344 members 
Mstep: Class 4 contains 22030 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 6461 members 
Mstep: Class 7 contains 44749 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 2519 members 
Mstep: Class 10 contains 20197 members 
Mstep: Class 11 contains 70687 members 
Mstep: Class 12 contains 85845 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 70059 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 8778 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 14906 members 
Mstep: Class 20 contains 14551 members 
Mstep: Class 21 contains 2148 members 
Mstep: Class 22 contains 4008 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 39912 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62634580.000000 Penalty: 53427.796875
Iteration 65Q: 26 clusters Score -6.263458e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3707 members 
Mstep: Class 3 contains 80216 members 
Mstep: Class 4 contains 22018 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 44755 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 2520 members 
Mstep: Class 10 contains 20350 members 
Mstep: Class 11 contains 70661 members 
Mstep: Class 12 contains 85793 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 69724 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 4584 members 
Mstep: Class 17 contains 9095 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 15077 members 
Mstep: Class 20 contains 14569 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 4004 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 39828 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62634992.000000 Penalty: 53427.796875
Iteration 66Q: 26 clusters Score -6.263499e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3712 members 
Mstep: Class 3 contains 80097 members 
Mstep: Class 4 contains 21989 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 44756 members 
Mstep: Class 8 contains 4098 members 
Mstep: Class 9 contains 2520 members 
Mstep: Class 10 contains 20510 members 
Mstep: Class 11 contains 70627 members 
Mstep: Class 12 contains 85769 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 69405 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 4592 members 
Mstep: Class 17 contains 9413 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 15242 members 
Mstep: Class 20 contains 14577 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 4007 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 39726 members 
Mstep: Class 25 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62635160.000000 Penalty: 53427.796875
Iteration 67Q: 26 clusters Score -6.263516e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3717 members 
Mstep: Class 3 contains 79982 members 
Mstep: Class 4 contains 21958 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 6461 members 
Mstep: Class 7 contains 44764 members 
Mstep: Class 8 contains 4087 members 
Mstep: Class 9 contains 2517 members 
Mstep: Class 10 contains 20681 members 
Mstep: Class 11 contains 70595 members 
Mstep: Class 12 contains 85730 members 
Mstep: Class 13 contains 2582 members 
Mstep: Class 14 contains 69151 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 17 contains 9684 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 15390 members 
Mstep: Class 20 contains 14583 members 
Mstep: Class 21 contains 2152 members 
Mstep: Class 22 contains 4009 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 39618 members 
Mstep: Class 25 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62635348.000000 Penalty: 53427.796875
Iteration 68Q: 26 clusters Score -6.263535e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 79869 members 
Mstep: Class 4 contains 21938 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 6460 members 
Mstep: Class 7 contains 44765 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 2517 members 
Mstep: Class 10 contains 20863 members 
Mstep: Class 11 contains 70564 members 
Mstep: Class 12 contains 85660 members 
Mstep: Class 13 contains 2572 members 
Mstep: Class 14 contains 68941 members 
Mstep: Class 15 contains 3774 members 
Mstep: Class 16 contains 4619 members 
Mstep: Class 17 contains 9897 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 15538 members 
Mstep: Class 20 contains 14592 members 
Mstep: Class 21 contains 2152 members 
Mstep: Class 22 contains 4008 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 39522 members 
Mstep: Class 25 contains 1742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62635512.000000 Penalty: 53427.796875
Iteration 69Q: 26 clusters Score -6.263551e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 79766 members 
Mstep: Class 4 contains 21912 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 44767 members 
Mstep: Class 8 contains 4066 members 
Mstep: Class 9 contains 2517 members 
Mstep: Class 10 contains 21045 members 
Mstep: Class 11 contains 70487 members 
Mstep: Class 12 contains 85607 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 68822 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 4630 members 
Mstep: Class 17 contains 10063 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 14602 members 
Mstep: Class 21 contains 2148 members 
Mstep: Class 22 contains 4004 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 39448 members 
Mstep: Class 25 contains 1741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62635792.000000 Penalty: 53427.796875
Iteration 70Q: 26 clusters Score -6.263579e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 79698 members 
Mstep: Class 4 contains 21885 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 6441 members 
Mstep: Class 7 contains 44770 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2519 members 
Mstep: Class 10 contains 21231 members 
Mstep: Class 11 contains 70414 members 
Mstep: Class 12 contains 85550 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 14 contains 68752 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 10177 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 15769 members 
Mstep: Class 20 contains 14610 members 
Mstep: Class 21 contains 2147 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 39375 members 
Mstep: Class 25 contains 1741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62635884.000000 Penalty: 53427.796875
Iteration 71Q: 26 clusters Score -6.263588e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 79627 members 
Mstep: Class 4 contains 21854 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 44776 members 
Mstep: Class 8 contains 4050 members 
Mstep: Class 9 contains 2517 members 
Mstep: Class 10 contains 21422 members 
Mstep: Class 11 contains 70316 members 
Mstep: Class 12 contains 85492 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 68714 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 10251 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 15868 members 
Mstep: Class 20 contains 14618 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 39317 members 
Mstep: Class 25 contains 1741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62635864.000000 Penalty: 53427.796875
Iteration 72Q: 26 clusters Score -6.263586e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 79569 members 
Mstep: Class 4 contains 21829 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6432 members 
Mstep: Class 7 contains 44778 members 
Mstep: Class 8 contains 4035 members 
Mstep: Class 9 contains 2519 members 
Mstep: Class 10 contains 21623 members 
Mstep: Class 11 contains 70211 members 
Mstep: Class 12 contains 85429 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 68709 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4648 members 
Mstep: Class 17 contains 10294 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 15960 members 
Mstep: Class 20 contains 14632 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 39269 members 
Mstep: Class 25 contains 1742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62635920.000000 Penalty: 53427.796875
Iteration 73Q: 26 clusters Score -6.263592e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 79524 members 
Mstep: Class 4 contains 21804 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 6428 members 
Mstep: Class 7 contains 44780 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 9 contains 2520 members 
Mstep: Class 10 contains 21805 members 
Mstep: Class 11 contains 70112 members 
Mstep: Class 12 contains 85355 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 68718 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 10323 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16037 members 
Mstep: Class 20 contains 14638 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 39234 members 
Mstep: Class 25 contains 1744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636028.000000 Penalty: 53427.796875
Iteration 74Q: 26 clusters Score -6.263603e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 79490 members 
Mstep: Class 4 contains 21783 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 7 contains 44784 members 
Mstep: Class 8 contains 4024 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 10 contains 21996 members 
Mstep: Class 11 contains 70035 members 
Mstep: Class 12 contains 85267 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 68704 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 4657 members 
Mstep: Class 17 contains 10351 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16109 members 
Mstep: Class 20 contains 14638 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3986 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 39198 members 
Mstep: Class 25 contains 1744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636120.000000 Penalty: 53427.796875
Iteration 75Q: 26 clusters Score -6.263612e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 79454 members 
Mstep: Class 4 contains 21769 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6422 members 
Mstep: Class 7 contains 44787 members 
Mstep: Class 8 contains 4021 members 
Mstep: Class 9 contains 2520 members 
Mstep: Class 10 contains 22182 members 
Mstep: Class 11 contains 69964 members 
Mstep: Class 12 contains 85174 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 68713 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 17 contains 10355 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16188 members 
Mstep: Class 20 contains 14639 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 39164 members 
Mstep: Class 25 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636260.000000 Penalty: 53427.796875
Iteration 76Q: 26 clusters Score -6.263626e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 79414 members 
Mstep: Class 4 contains 21759 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 44789 members 
Mstep: Class 8 contains 4020 members 
Mstep: Class 9 contains 2518 members 
Mstep: Class 10 contains 22324 members 
Mstep: Class 11 contains 69900 members 
Mstep: Class 12 contains 85125 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 14 contains 68705 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4664 members 
Mstep: Class 17 contains 10369 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16250 members 
Mstep: Class 20 contains 14638 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3970 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 39140 members 
Mstep: Class 25 contains 1742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636220.000000 Penalty: 53427.796875
Iteration 77Q: 26 clusters Score -6.263622e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 79371 members 
Mstep: Class 4 contains 21750 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 44790 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22464 members 
Mstep: Class 11 contains 69850 members 
Mstep: Class 12 contains 85073 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 68696 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4671 members 
Mstep: Class 17 contains 10378 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16318 members 
Mstep: Class 20 contains 14638 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3962 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 39110 members 
Mstep: Class 25 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636132.000000 Penalty: 53427.796875
Iteration 78Q: 26 clusters Score -6.263613e+07 nChanged 339
Entering ConstructFrom: 
Score: -62636132.000000 Penalty: 53427.796875
Entering ConstructFrom: 
Trying to split cluster 1 (4380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Entering Unmasked Estep 
Score: -546260.437500 Penalty: 1362.530640
	Iteration 0F: 2 clusters Score -546260.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -542664.875000 Penalty: 2725.061279
	Iteration 0F: 3 clusters Score -542664.9 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -543615.937500 Penalty: 2725.061279
	Iteration 1F: 3 clusters Score -543615.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -543767.000000 Penalty: 2725.061279
	Iteration 2F: 3 clusters Score -543767 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -543858.250000 Penalty: 2725.061279
	Iteration 3Q: 3 clusters Score -543858.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -543925.187500 Penalty: 2725.061279
	Iteration 4Q: 3 clusters Score -543925.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -543978.625000 Penalty: 2725.061279
	Iteration 5Q: 3 clusters Score -543978.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -544020.875000 Penalty: 2725.061279
	Iteration 6Q: 3 clusters Score -544020.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -544059.625000 Penalty: 2725.061279
	Iteration 7Q: 3 clusters Score -544059.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -544094.937500 Penalty: 2725.061279
	Iteration 8Q: 3 clusters Score -544094.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -544124.000000 Penalty: 2725.061279
	Iteration 9Q: 3 clusters Score -544124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -544151.437500 Penalty: 2725.061279
	Iteration 10Q: 3 clusters Score -544151.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -544178.437500 Penalty: 2725.061279
	Iteration 11Q: 3 clusters Score -544178.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -544209.062500 Penalty: 2725.061279
	Iteration 12Q: 3 clusters Score -544209.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -544242.875000 Penalty: 2725.061279
	Iteration 13Q: 3 clusters Score -544242.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -544271.250000 Penalty: 2725.061279
	Iteration 14Q: 3 clusters Score -544271.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -544295.187500 Penalty: 2725.061279
	Iteration 15Q: 3 clusters Score -544295.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -544323.875000 Penalty: 2725.061279
	Iteration 16Q: 3 clusters Score -544323.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -544362.437500 Penalty: 2725.061279
	Iteration 17Q: 3 clusters Score -544362.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -544403.437500 Penalty: 2725.061279
	Iteration 18Q: 3 clusters Score -544403.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -544455.312500 Penalty: 2725.061279
	Iteration 19Q: 3 clusters Score -544455.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -544516.937500 Penalty: 2725.061279
	Iteration 20F: 3 clusters Score -544516.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -544566.500000 Penalty: 2725.061279
	Iteration 21Q: 3 clusters Score -544566.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -544616.750000 Penalty: 2725.061279
	Iteration 22Q: 3 clusters Score -544616.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -544671.312500 Penalty: 2725.061279
	Iteration 23Q: 3 clusters Score -544671.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -544726.500000 Penalty: 2725.061279
	Iteration 24Q: 3 clusters Score -544726.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -544776.500000 Penalty: 2725.061279
	Iteration 25Q: 3 clusters Score -544776.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -544820.875000 Penalty: 2725.061279
	Iteration 26Q: 3 clusters Score -544820.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -544865.562500 Penalty: 2725.061279
	Iteration 27Q: 3 clusters Score -544865.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -544916.562500 Penalty: 2725.061279
	Iteration 28Q: 3 clusters Score -544916.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -544948.687500 Penalty: 2725.061279
	Iteration 29Q: 3 clusters Score -544948.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -544979.250000 Penalty: 2725.061279
	Iteration 30Q: 3 clusters Score -544979.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -544999.062500 Penalty: 2725.061279
	Iteration 31Q: 3 clusters Score -544999.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -545015.312500 Penalty: 2725.061279
	Iteration 32Q: 3 clusters Score -545015.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -545025.812500 Penalty: 2725.061279
	Iteration 33Q: 3 clusters Score -545025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -545031.062500 Penalty: 2725.061279
	Iteration 34Q: 3 clusters Score -545031.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -545034.062500 Penalty: 2725.061279
	Iteration 35Q: 3 clusters Score -545034.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -545035.937500 Penalty: 2725.061279
	Iteration 36Q: 3 clusters Score -545035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -545038.812500 Penalty: 2725.061279
	Iteration 37Q: 3 clusters Score -545038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -545042.250000 Penalty: 2725.061279
	Iteration 38Q: 3 clusters Score -545042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -545046.562500 Penalty: 2725.061279
	Iteration 39Q: 3 clusters Score -545046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -545049.500000 Penalty: 2725.061279
	Iteration 40F: 3 clusters Score -545049.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -545051.875000 Penalty: 2725.061279
	Iteration 41Q: 3 clusters Score -545051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -545054.187500 Penalty: 2725.061279
	Iteration 42Q: 3 clusters Score -545054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -545054.187500 Penalty: 2725.061279
	Iteration 43Q: 3 clusters Score -545054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -545055.125000 Penalty: 2725.061279
	Iteration 44Q: 3 clusters Score -545055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -545055.125000 Penalty: 2725.061279
	Iteration 45F: 3 clusters Score -545055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -449523.906250 Penalty: 1336.077637
	Iteration 0F: 2 clusters Score -449523.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -446388.093750 Penalty: 2672.155273
	Iteration 0F: 3 clusters Score -446388.1 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -447246.562500 Penalty: 2672.155273
	Iteration 1F: 3 clusters Score -447246.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -447443.093750 Penalty: 2672.155273
	Iteration 2F: 3 clusters Score -447443.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -447543.500000 Penalty: 2672.155273
	Iteration 3F: 3 clusters Score -447543.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -447622.593750 Penalty: 2672.155273
	Iteration 4Q: 3 clusters Score -447622.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -447682.750000 Penalty: 2672.155273
	Iteration 5Q: 3 clusters Score -447682.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -447734.531250 Penalty: 2672.155273
	Iteration 6Q: 3 clusters Score -447734.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -447778.312500 Penalty: 2672.155273
	Iteration 7Q: 3 clusters Score -447778.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -447814.656250 Penalty: 2672.155273
	Iteration 8Q: 3 clusters Score -447814.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -447854.968750 Penalty: 2672.155273
	Iteration 9Q: 3 clusters Score -447855 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -447884.937500 Penalty: 2672.155273
	Iteration 10Q: 3 clusters Score -447884.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -447914.937500 Penalty: 2672.155273
	Iteration 11Q: 3 clusters Score -447914.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -447942.843750 Penalty: 2672.155273
	Iteration 12Q: 3 clusters Score -447942.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -447969.875000 Penalty: 2672.155273
	Iteration 13Q: 3 clusters Score -447969.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -447992.531250 Penalty: 2672.155273
	Iteration 14Q: 3 clusters Score -447992.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -448017.156250 Penalty: 2672.155273
	Iteration 15Q: 3 clusters Score -448017.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -448035.062500 Penalty: 2672.155273
	Iteration 16Q: 3 clusters Score -448035.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -448048.343750 Penalty: 2672.155273
	Iteration 17Q: 3 clusters Score -448048.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -448058.718750 Penalty: 2672.155273
	Iteration 18Q: 3 clusters Score -448058.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -448067.125000 Penalty: 2672.155273
	Iteration 19Q: 3 clusters Score -448067.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -448074.625000 Penalty: 2672.155273
	Iteration 20F: 3 clusters Score -448074.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -448081.843750 Penalty: 2672.155273
	Iteration 21Q: 3 clusters Score -448081.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -448091.500000 Penalty: 2672.155273
	Iteration 22Q: 3 clusters Score -448091.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -448101.531250 Penalty: 2672.155273
	Iteration 23Q: 3 clusters Score -448101.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -448110.375000 Penalty: 2672.155273
	Iteration 24Q: 3 clusters Score -448110.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -448121.437500 Penalty: 2672.155273
	Iteration 25Q: 3 clusters Score -448121.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -448132.781250 Penalty: 2672.155273
	Iteration 26Q: 3 clusters Score -448132.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -448144.406250 Penalty: 2672.155273
	Iteration 27Q: 3 clusters Score -448144.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -448149.906250 Penalty: 2672.155273
	Iteration 28Q: 3 clusters Score -448149.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -448156.875000 Penalty: 2672.155273
	Iteration 29Q: 3 clusters Score -448156.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -448163.187500 Penalty: 2672.155273
	Iteration 30Q: 3 clusters Score -448163.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -448169.750000 Penalty: 2672.155273
	Iteration 31Q: 3 clusters Score -448169.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -448176.000000 Penalty: 2672.155273
	Iteration 32Q: 3 clusters Score -448176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -448184.406250 Penalty: 2672.155273
	Iteration 33Q: 3 clusters Score -448184.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -448189.406250 Penalty: 2672.155273
	Iteration 34Q: 3 clusters Score -448189.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -448196.593750 Penalty: 2672.155273
	Iteration 35Q: 3 clusters Score -448196.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -448202.031250 Penalty: 2672.155273
	Iteration 36Q: 3 clusters Score -448202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -448204.250000 Penalty: 2672.155273
	Iteration 37Q: 3 clusters Score -448204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -448205.750000 Penalty: 2672.155273
	Iteration 38Q: 3 clusters Score -448205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -448207.218750 Penalty: 2672.155273
	Iteration 39Q: 3 clusters Score -448207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -448208.312500 Penalty: 2672.155273
	Iteration 40F: 3 clusters Score -448208.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -448208.406250 Penalty: 2672.155273
	Iteration 41Q: 3 clusters Score -448208.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -448208.406250 Penalty: 2672.155273
	Iteration 42Q: 3 clusters Score -448208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -448209.750000 Penalty: 2672.155273
	Iteration 43Q: 3 clusters Score -448209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -448210.500000 Penalty: 2672.155273
	Iteration 44Q: 3 clusters Score -448210.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -448211.187500 Penalty: 2672.155273
	Iteration 45Q: 3 clusters Score -448211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -448211.187500 Penalty: 2672.155273
	Iteration 46F: 3 clusters Score -448211.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (79336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79336 members 
Entering Unmasked Estep 
Score: -9874286.000000 Penalty: 1833.235229
	Iteration 0F: 2 clusters Score -9874286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -9824697.000000 Penalty: 3666.470459
	Iteration 0F: 3 clusters Score -9824697 nChanged 37899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -9846271.000000 Penalty: 3666.470459
	Iteration 1F: 3 clusters Score -9846271 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -9846909.000000 Penalty: 3666.470459
	Iteration 2Q: 3 clusters Score -9846909 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -9847491.000000 Penalty: 3666.470459
	Iteration 3Q: 3 clusters Score -9847491 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -9848234.000000 Penalty: 3666.470459
	Iteration 4Q: 3 clusters Score -9848234 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -9849029.000000 Penalty: 3666.470459
	Iteration 5Q: 3 clusters Score -9849029 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -9849974.000000 Penalty: 3666.470459
	Iteration 6Q: 3 clusters Score -9849974 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -9851148.000000 Penalty: 3666.470459
	Iteration 7Q: 3 clusters Score -9851148 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -9852359.000000 Penalty: 3666.470459
	Iteration 8Q: 3 clusters Score -9852359 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -9853744.000000 Penalty: 3666.470459
	Iteration 9Q: 3 clusters Score -9853744 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -9855076.000000 Penalty: 3666.470459
	Iteration 10Q: 3 clusters Score -9855076 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -9856650.000000 Penalty: 3666.470459
	Iteration 11Q: 3 clusters Score -9856650 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -9858320.000000 Penalty: 3666.470459
	Iteration 12Q: 3 clusters Score -9858320 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -9859873.000000 Penalty: 3666.470459
	Iteration 13Q: 3 clusters Score -9859873 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -9861128.000000 Penalty: 3666.470459
	Iteration 14Q: 3 clusters Score -9861128 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -9861829.000000 Penalty: 3666.470459
	Iteration 15Q: 3 clusters Score -9861829 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -9862313.000000 Penalty: 3666.470459
	Iteration 16Q: 3 clusters Score -9862313 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -9862519.000000 Penalty: 3666.470459
	Iteration 17Q: 3 clusters Score -9862519 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -9862666.000000 Penalty: 3666.470459
	Iteration 18Q: 3 clusters Score -9862666 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -9862733.000000 Penalty: 3666.470459
	Iteration 19Q: 3 clusters Score -9862733 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -9862787.000000 Penalty: 3666.470459
	Iteration 20F: 3 clusters Score -9862787 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -9862919.000000 Penalty: 3666.470459
	Iteration 21Q: 3 clusters Score -9862919 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -9863016.000000 Penalty: 3666.470459
	Iteration 22Q: 3 clusters Score -9863016 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -9863107.000000 Penalty: 3666.470459
	Iteration 23Q: 3 clusters Score -9863107 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -9863178.000000 Penalty: 3666.470459
	Iteration 24Q: 3 clusters Score -9863178 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -9863303.000000 Penalty: 3666.470459
	Iteration 25Q: 3 clusters Score -9863303 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -9863421.000000 Penalty: 3666.470459
	Iteration 26Q: 3 clusters Score -9863421 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -9863559.000000 Penalty: 3666.470459
	Iteration 27Q: 3 clusters Score -9863559 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -9863779.000000 Penalty: 3666.470459
	Iteration 28Q: 3 clusters Score -9863779 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -9864019.000000 Penalty: 3666.470459
	Iteration 29Q: 3 clusters Score -9864019 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -9864380.000000 Penalty: 3666.470459
	Iteration 30Q: 3 clusters Score -9864380 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -9864627.000000 Penalty: 3666.470459
	Iteration 31Q: 3 clusters Score -9864627 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -9864914.000000 Penalty: 3666.470459
	Iteration 32Q: 3 clusters Score -9864914 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -9865215.000000 Penalty: 3666.470459
	Iteration 33Q: 3 clusters Score -9865215 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -9865533.000000 Penalty: 3666.470459
	Iteration 34Q: 3 clusters Score -9865533 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60633 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -9865913.000000 Penalty: 3666.470459
	Iteration 35Q: 3 clusters Score -9865913 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -9866322.000000 Penalty: 3666.470459
	Iteration 36Q: 3 clusters Score -9866322 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63345 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -9866673.000000 Penalty: 3666.470459
	Iteration 37Q: 3 clusters Score -9866673 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -9867080.000000 Penalty: 3666.470459
	Iteration 38Q: 3 clusters Score -9867080 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -9867401.000000 Penalty: 3666.470459
	Iteration 39Q: 3 clusters Score -9867401 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67308 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -9867819.000000 Penalty: 3666.470459
	Iteration 40F: 3 clusters Score -9867819 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68530 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -9868206.000000 Penalty: 3666.470459
	Iteration 41Q: 3 clusters Score -9868206 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -9868664.000000 Penalty: 3666.470459
	Iteration 42Q: 3 clusters Score -9868664 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -9869113.000000 Penalty: 3666.470459
	Iteration 43Q: 3 clusters Score -9869113 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -9869444.000000 Penalty: 3666.470459
	Iteration 44Q: 3 clusters Score -9869444 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -9869859.000000 Penalty: 3666.470459
	Iteration 45Q: 3 clusters Score -9869859 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -9870223.000000 Penalty: 3666.470459
	Iteration 46Q: 3 clusters Score -9870223 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -9870540.000000 Penalty: 3666.470459
	Iteration 47Q: 3 clusters Score -9870540 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -9870801.000000 Penalty: 3666.470459
	Iteration 48Q: 3 clusters Score -9870801 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -9871065.000000 Penalty: 3666.470459
	Iteration 49Q: 3 clusters Score -9871065 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -9871287.000000 Penalty: 3666.470459
	Iteration 50Q: 3 clusters Score -9871287 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76445 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -9871488.000000 Penalty: 3666.470459
	Iteration 51Q: 3 clusters Score -9871488 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76839 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9871621.000000 Penalty: 3666.470459
	Iteration 52Q: 3 clusters Score -9871621 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -9871801.000000 Penalty: 3666.470459
	Iteration 53Q: 3 clusters Score -9871801 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77519 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -9871941.000000 Penalty: 3666.470459
	Iteration 54Q: 3 clusters Score -9871941 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -9872079.000000 Penalty: 3666.470459
	Iteration 55Q: 3 clusters Score -9872079 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9872180.000000 Penalty: 3666.470459
	Iteration 56Q: 3 clusters Score -9872180 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78148 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -9872252.000000 Penalty: 3666.470459
	Iteration 57Q: 3 clusters Score -9872252 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78285 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9872328.000000 Penalty: 3666.470459
	Iteration 58Q: 3 clusters Score -9872328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78384 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9872386.000000 Penalty: 3666.470459
	Iteration 59Q: 3 clusters Score -9872386 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9872438.000000 Penalty: 3666.470459
	Iteration 60F: 3 clusters Score -9872438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78524 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9872478.000000 Penalty: 3666.470459
	Iteration 61Q: 3 clusters Score -9872478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78575 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9872496.000000 Penalty: 3666.470459
	Iteration 62Q: 3 clusters Score -9872496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9872528.000000 Penalty: 3666.470459
	Iteration 63Q: 3 clusters Score -9872528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78669 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9872533.000000 Penalty: 3666.470459
	Iteration 64Q: 3 clusters Score -9872533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78700 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9872558.000000 Penalty: 3666.470459
	Iteration 65Q: 3 clusters Score -9872558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78734 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9872586.000000 Penalty: 3666.470459
	Iteration 66Q: 3 clusters Score -9872586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9872592.000000 Penalty: 3666.470459
	Iteration 67Q: 3 clusters Score -9872592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9872623.000000 Penalty: 3666.470459
	Iteration 68Q: 3 clusters Score -9872623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9872638.000000 Penalty: 3666.470459
	Iteration 69Q: 3 clusters Score -9872638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9872638.000000 Penalty: 3666.470459
	Iteration 70Q: 3 clusters Score -9872638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78846 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9872656.000000 Penalty: 3666.470459
	Iteration 71Q: 3 clusters Score -9872656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9872680.000000 Penalty: 3666.470459
	Iteration 72Q: 3 clusters Score -9872680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9872693.000000 Penalty: 3666.470459
	Iteration 73Q: 3 clusters Score -9872693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9872711.000000 Penalty: 3666.470459
	Iteration 74Q: 3 clusters Score -9872711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9872712.000000 Penalty: 3666.470459
	Iteration 75Q: 3 clusters Score -9872712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9872718.000000 Penalty: 3666.470459
	Iteration 76Q: 3 clusters Score -9872718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9872711.000000 Penalty: 3666.470459
	Iteration 77Q: 3 clusters Score -9872711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9872715.000000 Penalty: 3666.470459
	Iteration 78Q: 3 clusters Score -9872715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9872717.000000 Penalty: 3666.470459
	Iteration 79Q: 3 clusters Score -9872717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9872725.000000 Penalty: 3666.470459
	Iteration 80F: 3 clusters Score -9872725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9872720.000000 Penalty: 3666.470459
	Iteration 81Q: 3 clusters Score -9872720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9872721.000000 Penalty: 3666.470459
	Iteration 82Q: 3 clusters Score -9872721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9872716.000000 Penalty: 3666.470459
	Iteration 83Q: 3 clusters Score -9872716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78922 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9872713.000000 Penalty: 3666.470459
	Iteration 84Q: 3 clusters Score -9872713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9872720.000000 Penalty: 3666.470459
	Iteration 85Q: 3 clusters Score -9872720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9872731.000000 Penalty: 3666.470459
	Iteration 86Q: 3 clusters Score -9872731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78936 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9872732.000000 Penalty: 3666.470459
	Iteration 87Q: 3 clusters Score -9872732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9872725.000000 Penalty: 3666.470459
	Iteration 88Q: 3 clusters Score -9872725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9872734.000000 Penalty: 3666.470459
	Iteration 89Q: 3 clusters Score -9872734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9872732.000000 Penalty: 3666.470459
	Iteration 90Q: 3 clusters Score -9872732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9872736.000000 Penalty: 3666.470459
	Iteration 91Q: 3 clusters Score -9872736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9872738.000000 Penalty: 3666.470459
	Iteration 92Q: 3 clusters Score -9872738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9872738.000000 Penalty: 3666.470459
	Iteration 93F: 3 clusters Score -9872738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Entering Unmasked Estep 
Score: -2705220.250000 Penalty: 1622.925049
	Iteration 0F: 2 clusters Score -2705220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2690450.750000 Penalty: 3245.850098
	Iteration 0F: 3 clusters Score -2690451 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2695930.250000 Penalty: 3245.850098
	Iteration 1F: 3 clusters Score -2695930 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2696279.750000 Penalty: 3245.850098
	Iteration 2Q: 3 clusters Score -2696280 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2696610.500000 Penalty: 3245.850098
	Iteration 3Q: 3 clusters Score -2696610 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2697044.000000 Penalty: 3245.850098
	Iteration 4Q: 3 clusters Score -2697044 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2697658.000000 Penalty: 3245.850098
	Iteration 5F: 3 clusters Score -2697658 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2698495.500000 Penalty: 3245.850098
	Iteration 6F: 3 clusters Score -2698496 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2699620.000000 Penalty: 3245.850098
	Iteration 7F: 3 clusters Score -2699620 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2700883.250000 Penalty: 3245.850098
	Iteration 8F: 3 clusters Score -2700883 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2702038.750000 Penalty: 3245.850098
	Iteration 9F: 3 clusters Score -2702039 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2702826.750000 Penalty: 3245.850098
	Iteration 10Q: 3 clusters Score -2702827 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2703312.750000 Penalty: 3245.850098
	Iteration 11Q: 3 clusters Score -2703313 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2703521.250000 Penalty: 3245.850098
	Iteration 12Q: 3 clusters Score -2703521 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2703638.250000 Penalty: 3245.850098
	Iteration 13Q: 3 clusters Score -2703638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2703714.750000 Penalty: 3245.850098
	Iteration 14Q: 3 clusters Score -2703715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -2703750.750000 Penalty: 3245.850098
	Iteration 15Q: 3 clusters Score -2703751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2703773.500000 Penalty: 3245.850098
	Iteration 16Q: 3 clusters Score -2703774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2703794.750000 Penalty: 3245.850098
	Iteration 17Q: 3 clusters Score -2703795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2703801.750000 Penalty: 3245.850098
	Iteration 18Q: 3 clusters Score -2703802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2703804.500000 Penalty: 3245.850098
	Iteration 19Q: 3 clusters Score -2703804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2703807.500000 Penalty: 3245.850098
	Iteration 20F: 3 clusters Score -2703808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2703808.500000 Penalty: 3245.850098
	Iteration 21Q: 3 clusters Score -2703808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2703809.250000 Penalty: 3245.850098
	Iteration 22Q: 3 clusters Score -2703809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2703809.250000 Penalty: 3245.850098
	Iteration 23F: 3 clusters Score -2703809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -228675.734375 Penalty: 1225.178345
	Iteration 0F: 2 clusters Score -228675.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -226665.453125 Penalty: 2450.356689
	Iteration 0F: 3 clusters Score -226665.5 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -227090.265625 Penalty: 2450.356689
	Iteration 1F: 3 clusters Score -227090.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -227195.031250 Penalty: 2450.356689
	Iteration 2F: 3 clusters Score -227195 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -227279.515625 Penalty: 2450.356689
	Iteration 3F: 3 clusters Score -227279.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -227340.656250 Penalty: 2450.356689
	Iteration 4Q: 3 clusters Score -227340.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -227382.812500 Penalty: 2450.356689
	Iteration 5Q: 3 clusters Score -227382.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -227416.734375 Penalty: 2450.356689
	Iteration 6Q: 3 clusters Score -227416.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -227443.718750 Penalty: 2450.356689
	Iteration 7Q: 3 clusters Score -227443.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -227471.687500 Penalty: 2450.356689
	Iteration 8Q: 3 clusters Score -227471.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -227492.859375 Penalty: 2450.356689
	Iteration 9Q: 3 clusters Score -227492.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -227513.828125 Penalty: 2450.356689
	Iteration 10Q: 3 clusters Score -227513.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -227528.687500 Penalty: 2450.356689
	Iteration 11Q: 3 clusters Score -227528.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -227539.125000 Penalty: 2450.356689
	Iteration 12Q: 3 clusters Score -227539.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -227546.937500 Penalty: 2450.356689
	Iteration 13Q: 3 clusters Score -227546.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -227554.828125 Penalty: 2450.356689
	Iteration 14Q: 3 clusters Score -227554.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -227559.687500 Penalty: 2450.356689
	Iteration 15Q: 3 clusters Score -227559.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -227562.421875 Penalty: 2450.356689
	Iteration 16Q: 3 clusters Score -227562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -227564.203125 Penalty: 2450.356689
	Iteration 17Q: 3 clusters Score -227564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -227565.875000 Penalty: 2450.356689
	Iteration 18Q: 3 clusters Score -227565.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -227567.093750 Penalty: 2450.356689
	Iteration 19Q: 3 clusters Score -227567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -227571.468750 Penalty: 2450.356689
	Iteration 20F: 3 clusters Score -227571.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -227576.265625 Penalty: 2450.356689
	Iteration 21Q: 3 clusters Score -227576.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -227578.687500 Penalty: 2450.356689
	Iteration 22Q: 3 clusters Score -227578.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -227581.000000 Penalty: 2450.356689
	Iteration 23Q: 3 clusters Score -227581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -227583.156250 Penalty: 2450.356689
	Iteration 24Q: 3 clusters Score -227583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -227583.750000 Penalty: 2450.356689
	Iteration 25Q: 3 clusters Score -227583.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -227584.359375 Penalty: 2450.356689
	Iteration 26Q: 3 clusters Score -227584.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -227584.578125 Penalty: 2450.356689
	Iteration 27Q: 3 clusters Score -227584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -227584.578125 Penalty: 2450.356689
	Iteration 28F: 3 clusters Score -227584.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -758915.562500 Penalty: 1424.386963
	Iteration 0F: 2 clusters Score -758915.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -754014.750000 Penalty: 2848.773926
	Iteration 0F: 3 clusters Score -754014.8 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -755409.875000 Penalty: 2848.773926
	Iteration 1F: 3 clusters Score -755409.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -755632.625000 Penalty: 2848.773926
	Iteration 2F: 3 clusters Score -755632.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -755816.125000 Penalty: 2848.773926
	Iteration 3F: 3 clusters Score -755816.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -755954.875000 Penalty: 2848.773926
	Iteration 4Q: 3 clusters Score -755954.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -756068.125000 Penalty: 2848.773926
	Iteration 5Q: 3 clusters Score -756068.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -756174.687500 Penalty: 2848.773926
	Iteration 6Q: 3 clusters Score -756174.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -756276.937500 Penalty: 2848.773926
	Iteration 7Q: 3 clusters Score -756276.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -756379.500000 Penalty: 2848.773926
	Iteration 8Q: 3 clusters Score -756379.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -756488.875000 Penalty: 2848.773926
	Iteration 9Q: 3 clusters Score -756488.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -756616.750000 Penalty: 2848.773926
	Iteration 10Q: 3 clusters Score -756616.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -756762.812500 Penalty: 2848.773926
	Iteration 11Q: 3 clusters Score -756762.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -756909.750000 Penalty: 2848.773926
	Iteration 12Q: 3 clusters Score -756909.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -757042.375000 Penalty: 2848.773926
	Iteration 13Q: 3 clusters Score -757042.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -757138.812500 Penalty: 2848.773926
	Iteration 14Q: 3 clusters Score -757138.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -757233.562500 Penalty: 2848.773926
	Iteration 15Q: 3 clusters Score -757233.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -757318.375000 Penalty: 2848.773926
	Iteration 16Q: 3 clusters Score -757318.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -757388.062500 Penalty: 2848.773926
	Iteration 17Q: 3 clusters Score -757388.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -757448.375000 Penalty: 2848.773926
	Iteration 18Q: 3 clusters Score -757448.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -757489.125000 Penalty: 2848.773926
	Iteration 19Q: 3 clusters Score -757489.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -757531.875000 Penalty: 2848.773926
	Iteration 20F: 3 clusters Score -757531.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -757566.062500 Penalty: 2848.773926
	Iteration 21Q: 3 clusters Score -757566.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -757589.312500 Penalty: 2848.773926
	Iteration 22Q: 3 clusters Score -757589.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -757606.875000 Penalty: 2848.773926
	Iteration 23Q: 3 clusters Score -757606.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -757624.500000 Penalty: 2848.773926
	Iteration 24Q: 3 clusters Score -757624.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -757630.250000 Penalty: 2848.773926
	Iteration 25Q: 3 clusters Score -757630.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -757636.937500 Penalty: 2848.773926
	Iteration 26Q: 3 clusters Score -757636.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -757640.875000 Penalty: 2848.773926
	Iteration 27Q: 3 clusters Score -757640.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -757645.250000 Penalty: 2848.773926
	Iteration 28Q: 3 clusters Score -757645.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -757648.250000 Penalty: 2848.773926
	Iteration 29Q: 3 clusters Score -757648.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -757656.812500 Penalty: 2848.773926
	Iteration 30Q: 3 clusters Score -757656.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -757667.000000 Penalty: 2848.773926
	Iteration 31Q: 3 clusters Score -757667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -757675.187500 Penalty: 2848.773926
	Iteration 32Q: 3 clusters Score -757675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -757677.437500 Penalty: 2848.773926
	Iteration 33Q: 3 clusters Score -757677.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -757680.375000 Penalty: 2848.773926
	Iteration 34Q: 3 clusters Score -757680.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -757681.625000 Penalty: 2848.773926
	Iteration 35Q: 3 clusters Score -757681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -757682.687500 Penalty: 2848.773926
	Iteration 36Q: 3 clusters Score -757682.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -757685.062500 Penalty: 2848.773926
	Iteration 37Q: 3 clusters Score -757685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -757687.062500 Penalty: 2848.773926
	Iteration 38Q: 3 clusters Score -757687.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -757691.312500 Penalty: 2848.773926
	Iteration 39Q: 3 clusters Score -757691.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -757694.687500 Penalty: 2848.773926
	Iteration 40F: 3 clusters Score -757694.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -757697.437500 Penalty: 2848.773926
	Iteration 41Q: 3 clusters Score -757697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -757699.187500 Penalty: 2848.773926
	Iteration 42Q: 3 clusters Score -757699.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -757702.937500 Penalty: 2848.773926
	Iteration 43Q: 3 clusters Score -757702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -757703.125000 Penalty: 2848.773926
	Iteration 44Q: 3 clusters Score -757703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -757704.000000 Penalty: 2848.773926
	Iteration 45Q: 3 clusters Score -757704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -757705.250000 Penalty: 2848.773926
	Iteration 46Q: 3 clusters Score -757705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -757705.937500 Penalty: 2848.773926
	Iteration 47Q: 3 clusters Score -757705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -757706.937500 Penalty: 2848.773926
	Iteration 48Q: 3 clusters Score -757706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -757707.875000 Penalty: 2848.773926
	Iteration 49Q: 3 clusters Score -757707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -757708.562500 Penalty: 2848.773926
	Iteration 50Q: 3 clusters Score -757708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -757711.187500 Penalty: 2848.773926
	Iteration 51Q: 3 clusters Score -757711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -757711.062500 Penalty: 2848.773926
	Iteration 52Q: 3 clusters Score -757711.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -757711.500000 Penalty: 2848.773926
	Iteration 53Q: 3 clusters Score -757711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -757711.500000 Penalty: 2848.773926
	Iteration 54F: 3 clusters Score -757711.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Entering Unmasked Estep 
Score: -5659521.000000 Penalty: 1740.339966
	Iteration 0F: 2 clusters Score -5659521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -5629605.000000 Penalty: 3480.679932
	Iteration 0F: 3 clusters Score -5629605 nChanged 21031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -5641552.000000 Penalty: 3480.679932
	Iteration 1F: 3 clusters Score -5641552 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -5642186.000000 Penalty: 3480.679932
	Iteration 2Q: 3 clusters Score -5642186 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -5642983.000000 Penalty: 3480.679932
	Iteration 3Q: 3 clusters Score -5642983 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -5644068.500000 Penalty: 3480.679932
	Iteration 4F: 3 clusters Score -5644068 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -5645692.500000 Penalty: 3480.679932
	Iteration 5F: 3 clusters Score -5645692 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -5648408.000000 Penalty: 3480.679932
	Iteration 6F: 3 clusters Score -5648408 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -5651616.500000 Penalty: 3480.679932
	Iteration 7F: 3 clusters Score -5651616 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -5654466.000000 Penalty: 3480.679932
	Iteration 8F: 3 clusters Score -5654466 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -5656289.500000 Penalty: 3480.679932
	Iteration 9Q: 3 clusters Score -5656290 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5657301.000000 Penalty: 3480.679932
	Iteration 10Q: 3 clusters Score -5657301 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5657762.500000 Penalty: 3480.679932
	Iteration 11Q: 3 clusters Score -5657762 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5657958.500000 Penalty: 3480.679932
	Iteration 12Q: 3 clusters Score -5657958 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5658057.500000 Penalty: 3480.679932
	Iteration 13Q: 3 clusters Score -5658058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5658115.500000 Penalty: 3480.679932
	Iteration 14Q: 3 clusters Score -5658116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5658146.000000 Penalty: 3480.679932
	Iteration 15Q: 3 clusters Score -5658146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5658170.000000 Penalty: 3480.679932
	Iteration 16Q: 3 clusters Score -5658170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5658189.500000 Penalty: 3480.679932
	Iteration 17Q: 3 clusters Score -5658190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5658201.000000 Penalty: 3480.679932
	Iteration 18Q: 3 clusters Score -5658201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5658209.000000 Penalty: 3480.679932
	Iteration 19Q: 3 clusters Score -5658209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5658228.500000 Penalty: 3480.679932
	Iteration 20F: 3 clusters Score -5658228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5658236.000000 Penalty: 3480.679932
	Iteration 21Q: 3 clusters Score -5658236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5658232.500000 Penalty: 3480.679932
	Iteration 22Q: 3 clusters Score -5658232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5658233.500000 Penalty: 3480.679932
	Iteration 23Q: 3 clusters Score -5658234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5658235.500000 Penalty: 3480.679932
	Iteration 24Q: 3 clusters Score -5658236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5658241.500000 Penalty: 3480.679932
	Iteration 25Q: 3 clusters Score -5658242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5658244.500000 Penalty: 3480.679932
	Iteration 26Q: 3 clusters Score -5658244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5658246.000000 Penalty: 3480.679932
	Iteration 27Q: 3 clusters Score -5658246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5658246.500000 Penalty: 3480.679932
	Iteration 28Q: 3 clusters Score -5658246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5658251.000000 Penalty: 3480.679932
	Iteration 29Q: 3 clusters Score -5658251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5658252.500000 Penalty: 3480.679932
	Iteration 30Q: 3 clusters Score -5658252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5658251.500000 Penalty: 3480.679932
	Iteration 31Q: 3 clusters Score -5658252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5658250.000000 Penalty: 3480.679932
	Iteration 32Q: 3 clusters Score -5658250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5658255.500000 Penalty: 3480.679932
	Iteration 33Q: 3 clusters Score -5658256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5658259.000000 Penalty: 3480.679932
	Iteration 34Q: 3 clusters Score -5658259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5658260.000000 Penalty: 3480.679932
	Iteration 35Q: 3 clusters Score -5658260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5658259.500000 Penalty: 3480.679932
	Iteration 36Q: 3 clusters Score -5658260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5658262.500000 Penalty: 3480.679932
	Iteration 37Q: 3 clusters Score -5658262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5658263.000000 Penalty: 3480.679932
	Iteration 38Q: 3 clusters Score -5658263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5658264.500000 Penalty: 3480.679932
	Iteration 39Q: 3 clusters Score -5658264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5658266.000000 Penalty: 3480.679932
	Iteration 40F: 3 clusters Score -5658266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5658269.000000 Penalty: 3480.679932
	Iteration 41Q: 3 clusters Score -5658269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5658269.500000 Penalty: 3480.679932
	Iteration 42Q: 3 clusters Score -5658270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5658275.500000 Penalty: 3480.679932
	Iteration 43Q: 3 clusters Score -5658276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5658274.500000 Penalty: 3480.679932
	Iteration 44Q: 3 clusters Score -5658274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5658274.500000 Penalty: 3480.679932
	Iteration 45F: 3 clusters Score -5658274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -472353.937500 Penalty: 1348.553101
	Iteration 0F: 2 clusters Score -472353.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -469002.468750 Penalty: 2697.106201
	Iteration 0F: 3 clusters Score -469002.5 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -469935.000000 Penalty: 2697.106201
	Iteration 1F: 3 clusters Score -469935 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -470104.156250 Penalty: 2697.106201
	Iteration 2F: 3 clusters Score -470104.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -470203.718750 Penalty: 2697.106201
	Iteration 3F: 3 clusters Score -470203.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -470270.218750 Penalty: 2697.106201
	Iteration 4Q: 3 clusters Score -470270.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -470332.062500 Penalty: 2697.106201
	Iteration 5Q: 3 clusters Score -470332.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -470394.625000 Penalty: 2697.106201
	Iteration 6Q: 3 clusters Score -470394.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -470461.000000 Penalty: 2697.106201
	Iteration 7Q: 3 clusters Score -470461 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -470532.406250 Penalty: 2697.106201
	Iteration 8Q: 3 clusters Score -470532.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -470619.375000 Penalty: 2697.106201
	Iteration 9Q: 3 clusters Score -470619.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -470703.187500 Penalty: 2697.106201
	Iteration 10Q: 3 clusters Score -470703.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -470780.875000 Penalty: 2697.106201
	Iteration 11Q: 3 clusters Score -470780.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -470865.625000 Penalty: 2697.106201
	Iteration 12Q: 3 clusters Score -470865.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -470942.468750 Penalty: 2697.106201
	Iteration 13Q: 3 clusters Score -470942.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -471022.625000 Penalty: 2697.106201
	Iteration 14Q: 3 clusters Score -471022.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -471093.156250 Penalty: 2697.106201
	Iteration 15Q: 3 clusters Score -471093.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -471160.218750 Penalty: 2697.106201
	Iteration 16Q: 3 clusters Score -471160.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -471207.281250 Penalty: 2697.106201
	Iteration 17Q: 3 clusters Score -471207.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -471250.812500 Penalty: 2697.106201
	Iteration 18Q: 3 clusters Score -471250.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -471285.812500 Penalty: 2697.106201
	Iteration 19Q: 3 clusters Score -471285.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -471323.062500 Penalty: 2697.106201
	Iteration 20F: 3 clusters Score -471323.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -471346.062500 Penalty: 2697.106201
	Iteration 21Q: 3 clusters Score -471346.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -471370.437500 Penalty: 2697.106201
	Iteration 22Q: 3 clusters Score -471370.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -471390.468750 Penalty: 2697.106201
	Iteration 23Q: 3 clusters Score -471390.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -471401.718750 Penalty: 2697.106201
	Iteration 24Q: 3 clusters Score -471401.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -471413.687500 Penalty: 2697.106201
	Iteration 25Q: 3 clusters Score -471413.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -471420.187500 Penalty: 2697.106201
	Iteration 26Q: 3 clusters Score -471420.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -471422.468750 Penalty: 2697.106201
	Iteration 27Q: 3 clusters Score -471422.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -471424.093750 Penalty: 2697.106201
	Iteration 28Q: 3 clusters Score -471424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -471425.531250 Penalty: 2697.106201
	Iteration 29Q: 3 clusters Score -471425.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -471428.031250 Penalty: 2697.106201
	Iteration 30Q: 3 clusters Score -471428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -471429.343750 Penalty: 2697.106201
	Iteration 31Q: 3 clusters Score -471429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -471431.250000 Penalty: 2697.106201
	Iteration 32Q: 3 clusters Score -471431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -471431.968750 Penalty: 2697.106201
	Iteration 33Q: 3 clusters Score -471432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -471432.500000 Penalty: 2697.106201
	Iteration 34Q: 3 clusters Score -471432.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -471433.468750 Penalty: 2697.106201
	Iteration 35Q: 3 clusters Score -471433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -471434.250000 Penalty: 2697.106201
	Iteration 36Q: 3 clusters Score -471434.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -471434.250000 Penalty: 2697.106201
	Iteration 37F: 3 clusters Score -471434.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -284956.375000 Penalty: 1272.250366
	Iteration 0F: 2 clusters Score -284956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -282551.156250 Penalty: 2544.500732
	Iteration 0F: 3 clusters Score -282551.2 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -283226.500000 Penalty: 2544.500732
	Iteration 1F: 3 clusters Score -283226.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -283467.218750 Penalty: 2544.500732
	Iteration 2F: 3 clusters Score -283467.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -283601.187500 Penalty: 2544.500732
	Iteration 3F: 3 clusters Score -283601.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -283704.531250 Penalty: 2544.500732
	Iteration 4Q: 3 clusters Score -283704.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -283796.468750 Penalty: 2544.500732
	Iteration 5Q: 3 clusters Score -283796.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -283880.875000 Penalty: 2544.500732
	Iteration 6Q: 3 clusters Score -283880.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -283947.093750 Penalty: 2544.500732
	Iteration 7Q: 3 clusters Score -283947.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -284007.843750 Penalty: 2544.500732
	Iteration 8Q: 3 clusters Score -284007.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -284050.531250 Penalty: 2544.500732
	Iteration 9Q: 3 clusters Score -284050.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -284084.750000 Penalty: 2544.500732
	Iteration 10Q: 3 clusters Score -284084.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -284120.656250 Penalty: 2544.500732
	Iteration 11Q: 3 clusters Score -284120.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -284153.531250 Penalty: 2544.500732
	Iteration 12Q: 3 clusters Score -284153.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -284188.250000 Penalty: 2544.500732
	Iteration 13Q: 3 clusters Score -284188.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -284213.593750 Penalty: 2544.500732
	Iteration 14Q: 3 clusters Score -284213.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -284235.906250 Penalty: 2544.500732
	Iteration 15Q: 3 clusters Score -284235.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -284256.312500 Penalty: 2544.500732
	Iteration 16Q: 3 clusters Score -284256.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -284270.906250 Penalty: 2544.500732
	Iteration 17Q: 3 clusters Score -284270.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -284279.906250 Penalty: 2544.500732
	Iteration 18Q: 3 clusters Score -284279.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -284287.218750 Penalty: 2544.500732
	Iteration 19Q: 3 clusters Score -284287.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -284294.281250 Penalty: 2544.500732
	Iteration 20F: 3 clusters Score -284294.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -284301.406250 Penalty: 2544.500732
	Iteration 21Q: 3 clusters Score -284301.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -284304.750000 Penalty: 2544.500732
	Iteration 22Q: 3 clusters Score -284304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -284307.093750 Penalty: 2544.500732
	Iteration 23Q: 3 clusters Score -284307.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -284311.000000 Penalty: 2544.500732
	Iteration 24Q: 3 clusters Score -284311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -284317.531250 Penalty: 2544.500732
	Iteration 25Q: 3 clusters Score -284317.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -284326.937500 Penalty: 2544.500732
	Iteration 26Q: 3 clusters Score -284326.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -284342.000000 Penalty: 2544.500732
	Iteration 27Q: 3 clusters Score -284342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -284358.375000 Penalty: 2544.500732
	Iteration 28Q: 3 clusters Score -284358.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -284382.343750 Penalty: 2544.500732
	Iteration 29Q: 3 clusters Score -284382.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -284417.875000 Penalty: 2544.500732
	Iteration 30Q: 3 clusters Score -284417.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -284440.468750 Penalty: 2544.500732
	Iteration 31Q: 3 clusters Score -284440.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -284461.250000 Penalty: 2544.500732
	Iteration 32Q: 3 clusters Score -284461.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -284472.656250 Penalty: 2544.500732
	Iteration 33Q: 3 clusters Score -284472.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -284481.968750 Penalty: 2544.500732
	Iteration 34Q: 3 clusters Score -284482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -284486.531250 Penalty: 2544.500732
	Iteration 35Q: 3 clusters Score -284486.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -284489.718750 Penalty: 2544.500732
	Iteration 36Q: 3 clusters Score -284489.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -284492.468750 Penalty: 2544.500732
	Iteration 37Q: 3 clusters Score -284492.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -284495.468750 Penalty: 2544.500732
	Iteration 38Q: 3 clusters Score -284495.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -284496.718750 Penalty: 2544.500732
	Iteration 39Q: 3 clusters Score -284496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -284498.218750 Penalty: 2544.500732
	Iteration 40F: 3 clusters Score -284498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -284500.281250 Penalty: 2544.500732
	Iteration 41Q: 3 clusters Score -284500.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -284500.562500 Penalty: 2544.500732
	Iteration 42Q: 3 clusters Score -284500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -284500.562500 Penalty: 2544.500732
	Iteration 43F: 3 clusters Score -284500.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Entering Unmasked Estep 
Score: -2818586.500000 Penalty: 1629.112305
	Iteration 0F: 2 clusters Score -2818586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2803240.750000 Penalty: 3258.224609
	Iteration 0F: 3 clusters Score -2803241 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2809085.500000 Penalty: 3258.224609
	Iteration 1F: 3 clusters Score -2809086 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2809617.250000 Penalty: 3258.224609
	Iteration 2F: 3 clusters Score -2809617 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2810209.750000 Penalty: 3258.224609
	Iteration 3F: 3 clusters Score -2810210 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2810829.750000 Penalty: 3258.224609
	Iteration 4F: 3 clusters Score -2810830 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2811450.000000 Penalty: 3258.224609
	Iteration 5F: 3 clusters Score -2811450 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2812103.750000 Penalty: 3258.224609
	Iteration 6F: 3 clusters Score -2812104 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2812748.750000 Penalty: 3258.224609
	Iteration 7Q: 3 clusters Score -2812749 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2813339.500000 Penalty: 3258.224609
	Iteration 8Q: 3 clusters Score -2813340 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2813787.750000 Penalty: 3258.224609
	Iteration 9Q: 3 clusters Score -2813788 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2814106.000000 Penalty: 3258.224609
	Iteration 10Q: 3 clusters Score -2814106 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2814284.500000 Penalty: 3258.224609
	Iteration 11Q: 3 clusters Score -2814284 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2814356.500000 Penalty: 3258.224609
	Iteration 12Q: 3 clusters Score -2814356 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2814402.250000 Penalty: 3258.224609
	Iteration 13Q: 3 clusters Score -2814402 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2814432.250000 Penalty: 3258.224609
	Iteration 14Q: 3 clusters Score -2814432 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2814475.750000 Penalty: 3258.224609
	Iteration 15Q: 3 clusters Score -2814476 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2814510.750000 Penalty: 3258.224609
	Iteration 16Q: 3 clusters Score -2814511 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2814573.250000 Penalty: 3258.224609
	Iteration 17Q: 3 clusters Score -2814573 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2814617.000000 Penalty: 3258.224609
	Iteration 18Q: 3 clusters Score -2814617 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2814673.500000 Penalty: 3258.224609
	Iteration 19Q: 3 clusters Score -2814674 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2814729.000000 Penalty: 3258.224609
	Iteration 20F: 3 clusters Score -2814729 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2814788.250000 Penalty: 3258.224609
	Iteration 21Q: 3 clusters Score -2814788 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2814856.250000 Penalty: 3258.224609
	Iteration 22Q: 3 clusters Score -2814856 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2814924.500000 Penalty: 3258.224609
	Iteration 23Q: 3 clusters Score -2814924 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2814984.750000 Penalty: 3258.224609
	Iteration 24Q: 3 clusters Score -2814985 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2815038.000000 Penalty: 3258.224609
	Iteration 25Q: 3 clusters Score -2815038 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2815101.750000 Penalty: 3258.224609
	Iteration 26Q: 3 clusters Score -2815102 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2815157.000000 Penalty: 3258.224609
	Iteration 27Q: 3 clusters Score -2815157 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2815204.750000 Penalty: 3258.224609
	Iteration 28Q: 3 clusters Score -2815205 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2815246.750000 Penalty: 3258.224609
	Iteration 29Q: 3 clusters Score -2815247 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2815305.250000 Penalty: 3258.224609
	Iteration 30Q: 3 clusters Score -2815305 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2815347.500000 Penalty: 3258.224609
	Iteration 31Q: 3 clusters Score -2815348 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2815384.000000 Penalty: 3258.224609
	Iteration 32Q: 3 clusters Score -2815384 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2815420.000000 Penalty: 3258.224609
	Iteration 33Q: 3 clusters Score -2815420 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2815478.250000 Penalty: 3258.224609
	Iteration 34Q: 3 clusters Score -2815478 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2815526.500000 Penalty: 3258.224609
	Iteration 35Q: 3 clusters Score -2815526 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2815581.750000 Penalty: 3258.224609
	Iteration 36Q: 3 clusters Score -2815582 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2815664.000000 Penalty: 3258.224609
	Iteration 37Q: 3 clusters Score -2815664 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2815716.250000 Penalty: 3258.224609
	Iteration 38Q: 3 clusters Score -2815716 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2815764.250000 Penalty: 3258.224609
	Iteration 39Q: 3 clusters Score -2815764 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2815833.250000 Penalty: 3258.224609
	Iteration 40F: 3 clusters Score -2815833 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2815884.000000 Penalty: 3258.224609
	Iteration 41Q: 3 clusters Score -2815884 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2815949.750000 Penalty: 3258.224609
	Iteration 42Q: 3 clusters Score -2815950 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2816033.250000 Penalty: 3258.224609
	Iteration 43Q: 3 clusters Score -2816033 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2816107.500000 Penalty: 3258.224609
	Iteration 44Q: 3 clusters Score -2816108 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2816180.750000 Penalty: 3258.224609
	Iteration 45Q: 3 clusters Score -2816181 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2816257.250000 Penalty: 3258.224609
	Iteration 46Q: 3 clusters Score -2816257 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2816343.750000 Penalty: 3258.224609
	Iteration 47Q: 3 clusters Score -2816344 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2816445.750000 Penalty: 3258.224609
	Iteration 48Q: 3 clusters Score -2816446 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2816561.250000 Penalty: 3258.224609
	Iteration 49Q: 3 clusters Score -2816561 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2816663.250000 Penalty: 3258.224609
	Iteration 50Q: 3 clusters Score -2816663 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2816780.000000 Penalty: 3258.224609
	Iteration 51Q: 3 clusters Score -2816780 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2816890.000000 Penalty: 3258.224609
	Iteration 52Q: 3 clusters Score -2816890 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2816993.000000 Penalty: 3258.224609
	Iteration 53Q: 3 clusters Score -2816993 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2817098.500000 Penalty: 3258.224609
	Iteration 54Q: 3 clusters Score -2817098 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2817179.750000 Penalty: 3258.224609
	Iteration 55Q: 3 clusters Score -2817180 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2817258.750000 Penalty: 3258.224609
	Iteration 56Q: 3 clusters Score -2817259 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2817326.000000 Penalty: 3258.224609
	Iteration 57Q: 3 clusters Score -2817326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2817362.750000 Penalty: 3258.224609
	Iteration 58Q: 3 clusters Score -2817363 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2817387.000000 Penalty: 3258.224609
	Iteration 59Q: 3 clusters Score -2817387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2817410.000000 Penalty: 3258.224609
	Iteration 60F: 3 clusters Score -2817410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2817426.250000 Penalty: 3258.224609
	Iteration 61Q: 3 clusters Score -2817426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2817438.500000 Penalty: 3258.224609
	Iteration 62Q: 3 clusters Score -2817438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2817452.500000 Penalty: 3258.224609
	Iteration 63Q: 3 clusters Score -2817452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2817465.000000 Penalty: 3258.224609
	Iteration 64Q: 3 clusters Score -2817465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2817478.750000 Penalty: 3258.224609
	Iteration 65Q: 3 clusters Score -2817479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2817491.000000 Penalty: 3258.224609
	Iteration 66Q: 3 clusters Score -2817491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2817490.750000 Penalty: 3258.224609
	Iteration 67Q: 3 clusters Score -2817491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2817495.250000 Penalty: 3258.224609
	Iteration 68Q: 3 clusters Score -2817495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2817500.500000 Penalty: 3258.224609
	Iteration 69Q: 3 clusters Score -2817500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2817499.750000 Penalty: 3258.224609
	Iteration 70Q: 3 clusters Score -2817500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2817497.250000 Penalty: 3258.224609
	Iteration 71Q: 3 clusters Score -2817497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2817499.750000 Penalty: 3258.224609
	Iteration 72Q: 3 clusters Score -2817500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2817499.750000 Penalty: 3258.224609
	Iteration 73F: 3 clusters Score -2817500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (69802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Entering Unmasked Estep 
Score: -8650222.000000 Penalty: 1812.430298
	Iteration 0F: 2 clusters Score -8650222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -8605867.000000 Penalty: 3624.860596
	Iteration 0F: 3 clusters Score -8605867 nChanged 32972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -8624670.000000 Penalty: 3624.860596
	Iteration 1F: 3 clusters Score -8624670 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -8625339.000000 Penalty: 3624.860596
	Iteration 2Q: 3 clusters Score -8625339 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -8626285.000000 Penalty: 3624.860596
	Iteration 3Q: 3 clusters Score -8626285 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -8627694.000000 Penalty: 3624.860596
	Iteration 4Q: 3 clusters Score -8627694 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -8629978.000000 Penalty: 3624.860596
	Iteration 5F: 3 clusters Score -8629978 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -8633347.000000 Penalty: 3624.860596
	Iteration 6F: 3 clusters Score -8633347 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -8637293.000000 Penalty: 3624.860596
	Iteration 7F: 3 clusters Score -8637293 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -8640795.000000 Penalty: 3624.860596
	Iteration 8F: 3 clusters Score -8640795 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -8643512.000000 Penalty: 3624.860596
	Iteration 9Q: 3 clusters Score -8643512 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -8645383.000000 Penalty: 3624.860596
	Iteration 10Q: 3 clusters Score -8645383 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -8646508.000000 Penalty: 3624.860596
	Iteration 11Q: 3 clusters Score -8646508 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8647202.000000 Penalty: 3624.860596
	Iteration 12Q: 3 clusters Score -8647202 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8647601.000000 Penalty: 3624.860596
	Iteration 13Q: 3 clusters Score -8647601 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8647931.000000 Penalty: 3624.860596
	Iteration 14Q: 3 clusters Score -8647931 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68616 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8648148.000000 Penalty: 3624.860596
	Iteration 15Q: 3 clusters Score -8648148 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8648282.000000 Penalty: 3624.860596
	Iteration 16Q: 3 clusters Score -8648282 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8648360.000000 Penalty: 3624.860596
	Iteration 17Q: 3 clusters Score -8648360 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8648427.000000 Penalty: 3624.860596
	Iteration 18Q: 3 clusters Score -8648427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8648468.000000 Penalty: 3624.860596
	Iteration 19Q: 3 clusters Score -8648468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8648496.000000 Penalty: 3624.860596
	Iteration 20F: 3 clusters Score -8648496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8648511.000000 Penalty: 3624.860596
	Iteration 21Q: 3 clusters Score -8648511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8648534.000000 Penalty: 3624.860596
	Iteration 22Q: 3 clusters Score -8648534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8648556.000000 Penalty: 3624.860596
	Iteration 23Q: 3 clusters Score -8648556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69185 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8648572.000000 Penalty: 3624.860596
	Iteration 24Q: 3 clusters Score -8648572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8648585.000000 Penalty: 3624.860596
	Iteration 25Q: 3 clusters Score -8648585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69213 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8648597.000000 Penalty: 3624.860596
	Iteration 26Q: 3 clusters Score -8648597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8648597.000000 Penalty: 3624.860596
	Iteration 27Q: 3 clusters Score -8648597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8648602.000000 Penalty: 3624.860596
	Iteration 28Q: 3 clusters Score -8648602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8648607.000000 Penalty: 3624.860596
	Iteration 29Q: 3 clusters Score -8648607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8648605.000000 Penalty: 3624.860596
	Iteration 30Q: 3 clusters Score -8648605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8648611.000000 Penalty: 3624.860596
	Iteration 31Q: 3 clusters Score -8648611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8648616.000000 Penalty: 3624.860596
	Iteration 32Q: 3 clusters Score -8648616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8648616.000000 Penalty: 3624.860596
	Iteration 33Q: 3 clusters Score -8648616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8648615.000000 Penalty: 3624.860596
	Iteration 34Q: 3 clusters Score -8648615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8648623.000000 Penalty: 3624.860596
	Iteration 35Q: 3 clusters Score -8648623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8648625.000000 Penalty: 3624.860596
	Iteration 36Q: 3 clusters Score -8648625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8648623.000000 Penalty: 3624.860596
	Iteration 37Q: 3 clusters Score -8648623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8648629.000000 Penalty: 3624.860596
	Iteration 38Q: 3 clusters Score -8648629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8648634.000000 Penalty: 3624.860596
	Iteration 39Q: 3 clusters Score -8648634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8648636.000000 Penalty: 3624.860596
	Iteration 40F: 3 clusters Score -8648636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8648644.000000 Penalty: 3624.860596
	Iteration 41Q: 3 clusters Score -8648644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8648640.000000 Penalty: 3624.860596
	Iteration 42Q: 3 clusters Score -8648640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8648641.000000 Penalty: 3624.860596
	Iteration 43Q: 3 clusters Score -8648641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8648646.000000 Penalty: 3624.860596
	Iteration 44Q: 3 clusters Score -8648646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8648645.000000 Penalty: 3624.860596
	Iteration 45Q: 3 clusters Score -8648645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8648651.000000 Penalty: 3624.860596
	Iteration 46Q: 3 clusters Score -8648651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8648646.000000 Penalty: 3624.860596
	Iteration 47Q: 3 clusters Score -8648646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8648646.000000 Penalty: 3624.860596
	Iteration 48Q: 3 clusters Score -8648646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8648649.000000 Penalty: 3624.860596
	Iteration 49Q: 3 clusters Score -8648649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69280 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8648649.000000 Penalty: 3624.860596
	Iteration 50Q: 3 clusters Score -8648649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69280 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8648649.000000 Penalty: 3624.860596
	Iteration 51F: 3 clusters Score -8648649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85025 members 
Entering Unmasked Estep 
Score: -10556471.000000 Penalty: 1844.488770
	Iteration 0F: 2 clusters Score -1.055647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -10506320.000000 Penalty: 3688.977539
	Iteration 0F: 3 clusters Score -1.050632e+07 nChanged 40356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -10529393.000000 Penalty: 3688.977539
	Iteration 1F: 3 clusters Score -1.052939e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -10529957.000000 Penalty: 3688.977539
	Iteration 2Q: 3 clusters Score -1.052996e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -10530783.000000 Penalty: 3688.977539
	Iteration 3Q: 3 clusters Score -1.053078e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -10531868.000000 Penalty: 3688.977539
	Iteration 4Q: 3 clusters Score -1.053187e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -10533376.000000 Penalty: 3688.977539
	Iteration 5Q: 3 clusters Score -1.053338e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -10535425.000000 Penalty: 3688.977539
	Iteration 6Q: 3 clusters Score -1.053542e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -10538496.000000 Penalty: 3688.977539
	Iteration 7F: 3 clusters Score -1.05385e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -10542700.000000 Penalty: 3688.977539
	Iteration 8F: 3 clusters Score -1.05427e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -10546416.000000 Penalty: 3688.977539
	Iteration 9F: 3 clusters Score -1.054642e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -10548370.000000 Penalty: 3688.977539
	Iteration 10Q: 3 clusters Score -1.054837e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -10549216.000000 Penalty: 3688.977539
	Iteration 11Q: 3 clusters Score -1.054922e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -10549644.000000 Penalty: 3688.977539
	Iteration 12Q: 3 clusters Score -1.054964e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -10550031.000000 Penalty: 3688.977539
	Iteration 13Q: 3 clusters Score -1.055003e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -10550295.000000 Penalty: 3688.977539
	Iteration 14Q: 3 clusters Score -1.05503e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -10550621.000000 Penalty: 3688.977539
	Iteration 15Q: 3 clusters Score -1.055062e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -10550956.000000 Penalty: 3688.977539
	Iteration 16Q: 3 clusters Score -1.055096e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -10551218.000000 Penalty: 3688.977539
	Iteration 17Q: 3 clusters Score -1.055122e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65581 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -10551451.000000 Penalty: 3688.977539
	Iteration 18Q: 3 clusters Score -1.055145e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -10551729.000000 Penalty: 3688.977539
	Iteration 19Q: 3 clusters Score -1.055173e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -10552072.000000 Penalty: 3688.977539
	Iteration 20F: 3 clusters Score -1.055207e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -10552322.000000 Penalty: 3688.977539
	Iteration 21Q: 3 clusters Score -1.055232e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -10552580.000000 Penalty: 3688.977539
	Iteration 22Q: 3 clusters Score -1.055258e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -10552743.000000 Penalty: 3688.977539
	Iteration 23Q: 3 clusters Score -1.055274e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -10552976.000000 Penalty: 3688.977539
	Iteration 24Q: 3 clusters Score -1.055298e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -10553173.000000 Penalty: 3688.977539
	Iteration 25Q: 3 clusters Score -1.055317e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -10553349.000000 Penalty: 3688.977539
	Iteration 26Q: 3 clusters Score -1.055335e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -10553513.000000 Penalty: 3688.977539
	Iteration 27Q: 3 clusters Score -1.055351e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -10553636.000000 Penalty: 3688.977539
	Iteration 28Q: 3 clusters Score -1.055364e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -10553704.000000 Penalty: 3688.977539
	Iteration 29Q: 3 clusters Score -1.05537e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -10553813.000000 Penalty: 3688.977539
	Iteration 30Q: 3 clusters Score -1.055381e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73307 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -10553805.000000 Penalty: 3688.977539
	Iteration 31Q: 3 clusters Score -1.05538e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73758 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -10553818.000000 Penalty: 3688.977539
	Iteration 32Q: 3 clusters Score -1.055382e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74172 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -10553806.000000 Penalty: 3688.977539
	Iteration 33Q: 3 clusters Score -1.055381e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -10553825.000000 Penalty: 3688.977539
	Iteration 34Q: 3 clusters Score -1.055382e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74982 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -10553785.000000 Penalty: 3688.977539
	Iteration 35Q: 3 clusters Score -1.055378e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -10553759.000000 Penalty: 3688.977539
	Iteration 36Q: 3 clusters Score -1.055376e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -10553739.000000 Penalty: 3688.977539
	Iteration 37Q: 3 clusters Score -1.055374e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -10553733.000000 Penalty: 3688.977539
	Iteration 38Q: 3 clusters Score -1.055373e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -10553752.000000 Penalty: 3688.977539
	Iteration 39Q: 3 clusters Score -1.055375e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -10553787.000000 Penalty: 3688.977539
	Iteration 40F: 3 clusters Score -1.055379e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77243 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -10553818.000000 Penalty: 3688.977539
	Iteration 41Q: 3 clusters Score -1.055382e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -10553857.000000 Penalty: 3688.977539
	Iteration 42Q: 3 clusters Score -1.055386e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -10553901.000000 Penalty: 3688.977539
	Iteration 43Q: 3 clusters Score -1.05539e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78363 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -10553918.000000 Penalty: 3688.977539
	Iteration 44Q: 3 clusters Score -1.055392e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -10553899.000000 Penalty: 3688.977539
	Iteration 45Q: 3 clusters Score -1.05539e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -10553894.000000 Penalty: 3688.977539
	Iteration 46Q: 3 clusters Score -1.055389e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -10553952.000000 Penalty: 3688.977539
	Iteration 47Q: 3 clusters Score -1.055395e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -10553983.000000 Penalty: 3688.977539
	Iteration 48Q: 3 clusters Score -1.055398e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79880 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -10553976.000000 Penalty: 3688.977539
	Iteration 49Q: 3 clusters Score -1.055398e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -10553987.000000 Penalty: 3688.977539
	Iteration 50Q: 3 clusters Score -1.055399e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -10554048.000000 Penalty: 3688.977539
	Iteration 51Q: 3 clusters Score -1.055405e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -10554122.000000 Penalty: 3688.977539
	Iteration 52Q: 3 clusters Score -1.055412e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -10554163.000000 Penalty: 3688.977539
	Iteration 53Q: 3 clusters Score -1.055416e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -10554232.000000 Penalty: 3688.977539
	Iteration 54Q: 3 clusters Score -1.055423e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -10554238.000000 Penalty: 3688.977539
	Iteration 55Q: 3 clusters Score -1.055424e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -10554305.000000 Penalty: 3688.977539
	Iteration 56Q: 3 clusters Score -1.05543e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -10554378.000000 Penalty: 3688.977539
	Iteration 57Q: 3 clusters Score -1.055438e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82005 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -10554411.000000 Penalty: 3688.977539
	Iteration 58Q: 3 clusters Score -1.055441e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -10554461.000000 Penalty: 3688.977539
	Iteration 59Q: 3 clusters Score -1.055446e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -10554501.000000 Penalty: 3688.977539
	Iteration 60F: 3 clusters Score -1.05545e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82484 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -10554528.000000 Penalty: 3688.977539
	Iteration 61Q: 3 clusters Score -1.055453e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82629 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -10554583.000000 Penalty: 3688.977539
	Iteration 62Q: 3 clusters Score -1.055458e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -10554618.000000 Penalty: 3688.977539
	Iteration 63Q: 3 clusters Score -1.055462e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -10554677.000000 Penalty: 3688.977539
	Iteration 64Q: 3 clusters Score -1.055468e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -10554712.000000 Penalty: 3688.977539
	Iteration 65Q: 3 clusters Score -1.055471e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -10554711.000000 Penalty: 3688.977539
	Iteration 66Q: 3 clusters Score -1.055471e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83156 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -10554725.000000 Penalty: 3688.977539
	Iteration 67Q: 3 clusters Score -1.055472e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -10554741.000000 Penalty: 3688.977539
	Iteration 68Q: 3 clusters Score -1.055474e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -10554753.000000 Penalty: 3688.977539
	Iteration 69Q: 3 clusters Score -1.055475e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10554789.000000 Penalty: 3688.977539
	Iteration 70Q: 3 clusters Score -1.055479e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83375 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -10554807.000000 Penalty: 3688.977539
	Iteration 71Q: 3 clusters Score -1.055481e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -10554791.000000 Penalty: 3688.977539
	Iteration 72Q: 3 clusters Score -1.055479e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83477 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -10554783.000000 Penalty: 3688.977539
	Iteration 73Q: 3 clusters Score -1.055478e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -10554782.000000 Penalty: 3688.977539
	Iteration 74Q: 3 clusters Score -1.055478e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10554817.000000 Penalty: 3688.977539
	Iteration 75Q: 3 clusters Score -1.055482e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -10554825.000000 Penalty: 3688.977539
	Iteration 76Q: 3 clusters Score -1.055482e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10554818.000000 Penalty: 3688.977539
	Iteration 77Q: 3 clusters Score -1.055482e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10554807.000000 Penalty: 3688.977539
	Iteration 78Q: 3 clusters Score -1.055481e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -10554823.000000 Penalty: 3688.977539
	Iteration 79Q: 3 clusters Score -1.055482e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83761 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10554832.000000 Penalty: 3688.977539
	Iteration 80F: 3 clusters Score -1.055483e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -10554855.000000 Penalty: 3688.977539
	Iteration 81Q: 3 clusters Score -1.055486e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -10554853.000000 Penalty: 3688.977539
	Iteration 82Q: 3 clusters Score -1.055485e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83854 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -10554868.000000 Penalty: 3688.977539
	Iteration 83Q: 3 clusters Score -1.055487e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -10554879.000000 Penalty: 3688.977539
	Iteration 84Q: 3 clusters Score -1.055488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83905 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10554883.000000 Penalty: 3688.977539
	Iteration 85Q: 3 clusters Score -1.055488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83924 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -10554880.000000 Penalty: 3688.977539
	Iteration 86Q: 3 clusters Score -1.055488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83937 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -10554888.000000 Penalty: 3688.977539
	Iteration 87Q: 3 clusters Score -1.055489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10554886.000000 Penalty: 3688.977539
	Iteration 88Q: 3 clusters Score -1.055489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83967 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -10554902.000000 Penalty: 3688.977539
	Iteration 89Q: 3 clusters Score -1.05549e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -10554897.000000 Penalty: 3688.977539
	Iteration 90Q: 3 clusters Score -1.05549e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10554901.000000 Penalty: 3688.977539
	Iteration 91Q: 3 clusters Score -1.05549e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84008 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10554893.000000 Penalty: 3688.977539
	Iteration 92Q: 3 clusters Score -1.055489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10554881.000000 Penalty: 3688.977539
	Iteration 93Q: 3 clusters Score -1.055488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10554890.000000 Penalty: 3688.977539
	Iteration 94Q: 3 clusters Score -1.055489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10554890.000000 Penalty: 3688.977539
	Iteration 95Q: 3 clusters Score -1.055489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10554890.000000 Penalty: 3688.977539
	Iteration 96Q: 3 clusters Score -1.055489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84054 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -10554889.000000 Penalty: 3688.977539
	Iteration 97Q: 3 clusters Score -1.055489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -10554907.000000 Penalty: 3688.977539
	Iteration 98Q: 3 clusters Score -1.055491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10554910.000000 Penalty: 3688.977539
	Iteration 99Q: 3 clusters Score -1.055491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84076 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10554909.000000 Penalty: 3688.977539
	Iteration 100F: 3 clusters Score -1.055491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10554909.000000 Penalty: 3688.977539
	Iteration 101Q: 3 clusters Score -1.055491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84085 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10554913.000000 Penalty: 3688.977539
	Iteration 102Q: 3 clusters Score -1.055491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10554917.000000 Penalty: 3688.977539
	Iteration 103Q: 3 clusters Score -1.055492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84089 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10554917.000000 Penalty: 3688.977539
	Iteration 104Q: 3 clusters Score -1.055492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10554912.000000 Penalty: 3688.977539
	Iteration 105Q: 3 clusters Score -1.055491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10554910.000000 Penalty: 3688.977539
	Iteration 106Q: 3 clusters Score -1.055491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10554910.000000 Penalty: 3688.977539
	Iteration 107F: 3 clusters Score -1.055491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -302392.906250 Penalty: 1268.852417
	Iteration 0F: 2 clusters Score -302392.9 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 1254 members 
Entering Unmasked Estep 
Score: -300018.468750 Penalty: 2537.704834
	Iteration 0F: 3 clusters Score -300018.5 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -300521.281250 Penalty: 2537.704834
	Iteration 1F: 3 clusters Score -300521.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -300665.781250 Penalty: 2537.704834
	Iteration 2F: 3 clusters Score -300665.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -300797.500000 Penalty: 2537.704834
	Iteration 3F: 3 clusters Score -300797.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -300886.937500 Penalty: 2537.704834
	Iteration 4F: 3 clusters Score -300886.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -300974.281250 Penalty: 2537.704834
	Iteration 5Q: 3 clusters Score -300974.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -301036.000000 Penalty: 2537.704834
	Iteration 6Q: 3 clusters Score -301036 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -301092.937500 Penalty: 2537.704834
	Iteration 7Q: 3 clusters Score -301092.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -301136.156250 Penalty: 2537.704834
	Iteration 8Q: 3 clusters Score -301136.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -301165.218750 Penalty: 2537.704834
	Iteration 9Q: 3 clusters Score -301165.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -301203.343750 Penalty: 2537.704834
	Iteration 10Q: 3 clusters Score -301203.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -301246.468750 Penalty: 2537.704834
	Iteration 11Q: 3 clusters Score -301246.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -301283.062500 Penalty: 2537.704834
	Iteration 12Q: 3 clusters Score -301283.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -301313.968750 Penalty: 2537.704834
	Iteration 13Q: 3 clusters Score -301314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -301353.000000 Penalty: 2537.704834
	Iteration 14Q: 3 clusters Score -301353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -301394.687500 Penalty: 2537.704834
	Iteration 15Q: 3 clusters Score -301394.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -301438.093750 Penalty: 2537.704834
	Iteration 16Q: 3 clusters Score -301438.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -301463.281250 Penalty: 2537.704834
	Iteration 17Q: 3 clusters Score -301463.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -301488.343750 Penalty: 2537.704834
	Iteration 18Q: 3 clusters Score -301488.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -301502.718750 Penalty: 2537.704834
	Iteration 19Q: 3 clusters Score -301502.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -301513.312500 Penalty: 2537.704834
	Iteration 20F: 3 clusters Score -301513.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -301524.531250 Penalty: 2537.704834
	Iteration 21Q: 3 clusters Score -301524.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -301532.031250 Penalty: 2537.704834
	Iteration 22Q: 3 clusters Score -301532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -301535.906250 Penalty: 2537.704834
	Iteration 23Q: 3 clusters Score -301535.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -301540.031250 Penalty: 2537.704834
	Iteration 24Q: 3 clusters Score -301540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -301542.687500 Penalty: 2537.704834
	Iteration 25Q: 3 clusters Score -301542.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -301545.437500 Penalty: 2537.704834
	Iteration 26Q: 3 clusters Score -301545.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -301549.031250 Penalty: 2537.704834
	Iteration 27Q: 3 clusters Score -301549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -301551.656250 Penalty: 2537.704834
	Iteration 28Q: 3 clusters Score -301551.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -301553.718750 Penalty: 2537.704834
	Iteration 29Q: 3 clusters Score -301553.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -301555.812500 Penalty: 2537.704834
	Iteration 30Q: 3 clusters Score -301555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -301557.187500 Penalty: 2537.704834
	Iteration 31Q: 3 clusters Score -301557.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -301559.125000 Penalty: 2537.704834
	Iteration 32Q: 3 clusters Score -301559.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -301562.687500 Penalty: 2537.704834
	Iteration 33Q: 3 clusters Score -301562.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -301564.906250 Penalty: 2537.704834
	Iteration 34Q: 3 clusters Score -301564.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -301567.093750 Penalty: 2537.704834
	Iteration 35Q: 3 clusters Score -301567.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -301568.187500 Penalty: 2537.704834
	Iteration 36Q: 3 clusters Score -301568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -301571.343750 Penalty: 2537.704834
	Iteration 37Q: 3 clusters Score -301571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -301572.750000 Penalty: 2537.704834
	Iteration 38Q: 3 clusters Score -301572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -301574.281250 Penalty: 2537.704834
	Iteration 39Q: 3 clusters Score -301574.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -301575.375000 Penalty: 2537.704834
	Iteration 40F: 3 clusters Score -301575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -301576.593750 Penalty: 2537.704834
	Iteration 41Q: 3 clusters Score -301576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -301577.562500 Penalty: 2537.704834
	Iteration 42Q: 3 clusters Score -301577.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -301578.968750 Penalty: 2537.704834
	Iteration 43Q: 3 clusters Score -301579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -301580.312500 Penalty: 2537.704834
	Iteration 44Q: 3 clusters Score -301580.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -301582.031250 Penalty: 2537.704834
	Iteration 45Q: 3 clusters Score -301582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -301583.031250 Penalty: 2537.704834
	Iteration 46Q: 3 clusters Score -301583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -301583.968750 Penalty: 2537.704834
	Iteration 47Q: 3 clusters Score -301584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -301584.062500 Penalty: 2537.704834
	Iteration 48Q: 3 clusters Score -301584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -301584.406250 Penalty: 2537.704834
	Iteration 49Q: 3 clusters Score -301584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -301584.406250 Penalty: 2537.704834
	Iteration 50F: 3 clusters Score -301584.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (68692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Entering Unmasked Estep 
Score: -8494370.000000 Penalty: 1809.825562
	Iteration 0F: 2 clusters Score -8494370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -8450010.000000 Penalty: 3619.651123
	Iteration 0F: 3 clusters Score -8450010 nChanged 32554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -8468473.000000 Penalty: 3619.651123
	Iteration 1F: 3 clusters Score -8468473 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -8469203.000000 Penalty: 3619.651123
	Iteration 2Q: 3 clusters Score -8469203 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -8470116.000000 Penalty: 3619.651123
	Iteration 3Q: 3 clusters Score -8470116 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -8471335.000000 Penalty: 3619.651123
	Iteration 4Q: 3 clusters Score -8471335 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -8473221.000000 Penalty: 3619.651123
	Iteration 5F: 3 clusters Score -8473221 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -8476027.000000 Penalty: 3619.651123
	Iteration 6F: 3 clusters Score -8476027 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -8479641.000000 Penalty: 3619.651123
	Iteration 7F: 3 clusters Score -8479641 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -8483990.000000 Penalty: 3619.651123
	Iteration 8F: 3 clusters Score -8483990 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -8487932.000000 Penalty: 3619.651123
	Iteration 9F: 3 clusters Score -8487932 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -8490613.000000 Penalty: 3619.651123
	Iteration 10Q: 3 clusters Score -8490613 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -8492039.000000 Penalty: 3619.651123
	Iteration 11Q: 3 clusters Score -8492039 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8492867.000000 Penalty: 3619.651123
	Iteration 12Q: 3 clusters Score -8492867 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8493232.000000 Penalty: 3619.651123
	Iteration 13Q: 3 clusters Score -8493232 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67575 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8493465.000000 Penalty: 3619.651123
	Iteration 14Q: 3 clusters Score -8493465 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8493572.000000 Penalty: 3619.651123
	Iteration 15Q: 3 clusters Score -8493572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67717 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8493612.000000 Penalty: 3619.651123
	Iteration 16Q: 3 clusters Score -8493612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8493624.000000 Penalty: 3619.651123
	Iteration 17Q: 3 clusters Score -8493624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8493636.000000 Penalty: 3619.651123
	Iteration 18Q: 3 clusters Score -8493636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67757 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8493640.000000 Penalty: 3619.651123
	Iteration 19Q: 3 clusters Score -8493640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8493646.000000 Penalty: 3619.651123
	Iteration 20F: 3 clusters Score -8493646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67768 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8493649.000000 Penalty: 3619.651123
	Iteration 21Q: 3 clusters Score -8493649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8493652.000000 Penalty: 3619.651123
	Iteration 22Q: 3 clusters Score -8493652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8493650.000000 Penalty: 3619.651123
	Iteration 23Q: 3 clusters Score -8493650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8493650.000000 Penalty: 3619.651123
	Iteration 24F: 3 clusters Score -8493650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -444156.031250 Penalty: 1337.901001
	Iteration 0F: 2 clusters Score -444156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -440993.500000 Penalty: 2675.802002
	Iteration 0F: 3 clusters Score -440993.5 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -441771.687500 Penalty: 2675.802002
	Iteration 1F: 3 clusters Score -441771.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -441894.656250 Penalty: 2675.802002
	Iteration 2F: 3 clusters Score -441894.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -441972.062500 Penalty: 2675.802002
	Iteration 3Q: 3 clusters Score -441972.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -442023.468750 Penalty: 2675.802002
	Iteration 4Q: 3 clusters Score -442023.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -442069.500000 Penalty: 2675.802002
	Iteration 5Q: 3 clusters Score -442069.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -442107.187500 Penalty: 2675.802002
	Iteration 6Q: 3 clusters Score -442107.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -442140.187500 Penalty: 2675.802002
	Iteration 7Q: 3 clusters Score -442140.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -442172.843750 Penalty: 2675.802002
	Iteration 8Q: 3 clusters Score -442172.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -442207.156250 Penalty: 2675.802002
	Iteration 9Q: 3 clusters Score -442207.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -442234.062500 Penalty: 2675.802002
	Iteration 10Q: 3 clusters Score -442234.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -442256.000000 Penalty: 2675.802002
	Iteration 11Q: 3 clusters Score -442256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -442271.906250 Penalty: 2675.802002
	Iteration 12Q: 3 clusters Score -442271.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -442288.687500 Penalty: 2675.802002
	Iteration 13Q: 3 clusters Score -442288.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -442305.656250 Penalty: 2675.802002
	Iteration 14Q: 3 clusters Score -442305.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -442326.656250 Penalty: 2675.802002
	Iteration 15Q: 3 clusters Score -442326.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -442353.406250 Penalty: 2675.802002
	Iteration 16Q: 3 clusters Score -442353.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -442382.531250 Penalty: 2675.802002
	Iteration 17Q: 3 clusters Score -442382.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -442414.062500 Penalty: 2675.802002
	Iteration 18Q: 3 clusters Score -442414.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -442454.187500 Penalty: 2675.802002
	Iteration 19Q: 3 clusters Score -442454.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -442495.656250 Penalty: 2675.802002
	Iteration 20F: 3 clusters Score -442495.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -442543.906250 Penalty: 2675.802002
	Iteration 21Q: 3 clusters Score -442543.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -442592.000000 Penalty: 2675.802002
	Iteration 22Q: 3 clusters Score -442592 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -442636.031250 Penalty: 2675.802002
	Iteration 23Q: 3 clusters Score -442636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -442676.781250 Penalty: 2675.802002
	Iteration 24Q: 3 clusters Score -442676.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -442717.812500 Penalty: 2675.802002
	Iteration 25Q: 3 clusters Score -442717.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -442747.437500 Penalty: 2675.802002
	Iteration 26Q: 3 clusters Score -442747.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -442781.718750 Penalty: 2675.802002
	Iteration 27Q: 3 clusters Score -442781.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -442812.406250 Penalty: 2675.802002
	Iteration 28Q: 3 clusters Score -442812.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -442832.656250 Penalty: 2675.802002
	Iteration 29Q: 3 clusters Score -442832.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -442850.875000 Penalty: 2675.802002
	Iteration 30Q: 3 clusters Score -442850.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -442868.156250 Penalty: 2675.802002
	Iteration 31Q: 3 clusters Score -442868.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -442881.562500 Penalty: 2675.802002
	Iteration 32Q: 3 clusters Score -442881.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -442890.156250 Penalty: 2675.802002
	Iteration 33Q: 3 clusters Score -442890.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -442896.781250 Penalty: 2675.802002
	Iteration 34Q: 3 clusters Score -442896.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -442904.125000 Penalty: 2675.802002
	Iteration 35Q: 3 clusters Score -442904.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -442908.281250 Penalty: 2675.802002
	Iteration 36Q: 3 clusters Score -442908.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -442911.843750 Penalty: 2675.802002
	Iteration 37Q: 3 clusters Score -442911.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -442921.750000 Penalty: 2675.802002
	Iteration 38Q: 3 clusters Score -442921.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -442932.937500 Penalty: 2675.802002
	Iteration 39Q: 3 clusters Score -442932.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -442944.187500 Penalty: 2675.802002
	Iteration 40F: 3 clusters Score -442944.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -442948.875000 Penalty: 2675.802002
	Iteration 41Q: 3 clusters Score -442948.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -442953.156250 Penalty: 2675.802002
	Iteration 42Q: 3 clusters Score -442953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -442953.281250 Penalty: 2675.802002
	Iteration 43Q: 3 clusters Score -442953.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -442956.437500 Penalty: 2675.802002
	Iteration 44Q: 3 clusters Score -442956.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -442958.343750 Penalty: 2675.802002
	Iteration 45Q: 3 clusters Score -442958.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -442960.281250 Penalty: 2675.802002
	Iteration 46Q: 3 clusters Score -442960.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -442963.531250 Penalty: 2675.802002
	Iteration 47Q: 3 clusters Score -442963.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -442965.781250 Penalty: 2675.802002
	Iteration 48Q: 3 clusters Score -442965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -442967.250000 Penalty: 2675.802002
	Iteration 49Q: 3 clusters Score -442967.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -442967.250000 Penalty: 2675.802002
	Iteration 50F: 3 clusters Score -442967.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Entering Unmasked Estep 
Score: -577527.750000 Penalty: 1373.122437
	Iteration 0F: 2 clusters Score -577527.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -573731.062500 Penalty: 2746.244873
	Iteration 0F: 3 clusters Score -573731.1 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -574742.562500 Penalty: 2746.244873
	Iteration 1F: 3 clusters Score -574742.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -574905.625000 Penalty: 2746.244873
	Iteration 2F: 3 clusters Score -574905.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -575026.687500 Penalty: 2746.244873
	Iteration 3F: 3 clusters Score -575026.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -575106.312500 Penalty: 2746.244873
	Iteration 4Q: 3 clusters Score -575106.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -575165.312500 Penalty: 2746.244873
	Iteration 5Q: 3 clusters Score -575165.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -575207.000000 Penalty: 2746.244873
	Iteration 6Q: 3 clusters Score -575207 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -575240.562500 Penalty: 2746.244873
	Iteration 7Q: 3 clusters Score -575240.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -575269.812500 Penalty: 2746.244873
	Iteration 8Q: 3 clusters Score -575269.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -575301.250000 Penalty: 2746.244873
	Iteration 9Q: 3 clusters Score -575301.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -575335.437500 Penalty: 2746.244873
	Iteration 10Q: 3 clusters Score -575335.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -575376.750000 Penalty: 2746.244873
	Iteration 11Q: 3 clusters Score -575376.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -575426.187500 Penalty: 2746.244873
	Iteration 12Q: 3 clusters Score -575426.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -575487.062500 Penalty: 2746.244873
	Iteration 13Q: 3 clusters Score -575487.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -575545.750000 Penalty: 2746.244873
	Iteration 14Q: 3 clusters Score -575545.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -575623.062500 Penalty: 2746.244873
	Iteration 15Q: 3 clusters Score -575623.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -575719.375000 Penalty: 2746.244873
	Iteration 16Q: 3 clusters Score -575719.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -575809.437500 Penalty: 2746.244873
	Iteration 17Q: 3 clusters Score -575809.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -575902.812500 Penalty: 2746.244873
	Iteration 18Q: 3 clusters Score -575902.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -575992.562500 Penalty: 2746.244873
	Iteration 19Q: 3 clusters Score -575992.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -576096.000000 Penalty: 2746.244873
	Iteration 20F: 3 clusters Score -576096 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -576198.812500 Penalty: 2746.244873
	Iteration 21Q: 3 clusters Score -576198.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -576287.062500 Penalty: 2746.244873
	Iteration 22Q: 3 clusters Score -576287.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -576355.250000 Penalty: 2746.244873
	Iteration 23Q: 3 clusters Score -576355.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -576424.875000 Penalty: 2746.244873
	Iteration 24Q: 3 clusters Score -576424.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -576483.312500 Penalty: 2746.244873
	Iteration 25Q: 3 clusters Score -576483.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -576522.375000 Penalty: 2746.244873
	Iteration 26Q: 3 clusters Score -576522.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -576565.437500 Penalty: 2746.244873
	Iteration 27Q: 3 clusters Score -576565.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -576593.937500 Penalty: 2746.244873
	Iteration 28Q: 3 clusters Score -576593.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -576611.437500 Penalty: 2746.244873
	Iteration 29Q: 3 clusters Score -576611.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -576629.937500 Penalty: 2746.244873
	Iteration 30Q: 3 clusters Score -576629.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -576644.937500 Penalty: 2746.244873
	Iteration 31Q: 3 clusters Score -576644.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -576653.562500 Penalty: 2746.244873
	Iteration 32Q: 3 clusters Score -576653.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -576659.187500 Penalty: 2746.244873
	Iteration 33Q: 3 clusters Score -576659.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -576666.187500 Penalty: 2746.244873
	Iteration 34Q: 3 clusters Score -576666.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -576670.437500 Penalty: 2746.244873
	Iteration 35Q: 3 clusters Score -576670.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -576677.812500 Penalty: 2746.244873
	Iteration 36Q: 3 clusters Score -576677.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -576681.562500 Penalty: 2746.244873
	Iteration 37Q: 3 clusters Score -576681.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -576683.812500 Penalty: 2746.244873
	Iteration 38Q: 3 clusters Score -576683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -576687.250000 Penalty: 2746.244873
	Iteration 39Q: 3 clusters Score -576687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -576688.500000 Penalty: 2746.244873
	Iteration 40F: 3 clusters Score -576688.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -576690.375000 Penalty: 2746.244873
	Iteration 41Q: 3 clusters Score -576690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -576690.687500 Penalty: 2746.244873
	Iteration 42Q: 3 clusters Score -576690.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -576691.750000 Penalty: 2746.244873
	Iteration 43Q: 3 clusters Score -576691.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -576692.187500 Penalty: 2746.244873
	Iteration 44Q: 3 clusters Score -576692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -576692.000000 Penalty: 2746.244873
	Iteration 45Q: 3 clusters Score -576692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -576693.437500 Penalty: 2746.244873
	Iteration 46Q: 3 clusters Score -576693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -576694.062500 Penalty: 2746.244873
	Iteration 47Q: 3 clusters Score -576694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -576693.687500 Penalty: 2746.244873
	Iteration 48Q: 3 clusters Score -576693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -576694.250000 Penalty: 2746.244873
	Iteration 49Q: 3 clusters Score -576694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -576696.375000 Penalty: 2746.244873
	Iteration 50Q: 3 clusters Score -576696.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -576695.687500 Penalty: 2746.244873
	Iteration 51Q: 3 clusters Score -576695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -576695.812500 Penalty: 2746.244873
	Iteration 52Q: 3 clusters Score -576695.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -576695.812500 Penalty: 2746.244873
	Iteration 53F: 3 clusters Score -576695.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Entering Unmasked Estep 
Score: -1311410.625000 Penalty: 1502.866089
	Iteration 0F: 2 clusters Score -1311411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1303947.750000 Penalty: 3005.732178
	Iteration 0F: 3 clusters Score -1303948 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1306347.500000 Penalty: 3005.732178
	Iteration 1F: 3 clusters Score -1306348 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1306567.250000 Penalty: 3005.732178
	Iteration 2F: 3 clusters Score -1306567 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1306734.750000 Penalty: 3005.732178
	Iteration 3Q: 3 clusters Score -1306735 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1306882.000000 Penalty: 3005.732178
	Iteration 4Q: 3 clusters Score -1306882 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1307006.125000 Penalty: 3005.732178
	Iteration 5Q: 3 clusters Score -1307006 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1307142.750000 Penalty: 3005.732178
	Iteration 6Q: 3 clusters Score -1307143 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1307311.875000 Penalty: 3005.732178
	Iteration 7Q: 3 clusters Score -1307312 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1307523.750000 Penalty: 3005.732178
	Iteration 8Q: 3 clusters Score -1307524 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1307774.125000 Penalty: 3005.732178
	Iteration 9Q: 3 clusters Score -1307774 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1308093.125000 Penalty: 3005.732178
	Iteration 10Q: 3 clusters Score -1308093 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1308456.375000 Penalty: 3005.732178
	Iteration 11Q: 3 clusters Score -1308456 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1308857.125000 Penalty: 3005.732178
	Iteration 12Q: 3 clusters Score -1308857 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1309317.625000 Penalty: 3005.732178
	Iteration 13Q: 3 clusters Score -1309318 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1309754.875000 Penalty: 3005.732178
	Iteration 14Q: 3 clusters Score -1309755 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1310101.125000 Penalty: 3005.732178
	Iteration 15Q: 3 clusters Score -1310101 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1310300.250000 Penalty: 3005.732178
	Iteration 16Q: 3 clusters Score -1310300 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1310387.875000 Penalty: 3005.732178
	Iteration 17Q: 3 clusters Score -1310388 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1310452.625000 Penalty: 3005.732178
	Iteration 18Q: 3 clusters Score -1310453 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1310492.625000 Penalty: 3005.732178
	Iteration 19Q: 3 clusters Score -1310493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1310512.250000 Penalty: 3005.732178
	Iteration 20F: 3 clusters Score -1310512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1310528.000000 Penalty: 3005.732178
	Iteration 21Q: 3 clusters Score -1310528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1310541.000000 Penalty: 3005.732178
	Iteration 22Q: 3 clusters Score -1310541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1310554.625000 Penalty: 3005.732178
	Iteration 23Q: 3 clusters Score -1310555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1310560.000000 Penalty: 3005.732178
	Iteration 24Q: 3 clusters Score -1310560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1310562.000000 Penalty: 3005.732178
	Iteration 25Q: 3 clusters Score -1310562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1310564.875000 Penalty: 3005.732178
	Iteration 26Q: 3 clusters Score -1310565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1310564.875000 Penalty: 3005.732178
	Iteration 27Q: 3 clusters Score -1310565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1310565.875000 Penalty: 3005.732178
	Iteration 28Q: 3 clusters Score -1310566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1310568.875000 Penalty: 3005.732178
	Iteration 29Q: 3 clusters Score -1310569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1310571.875000 Penalty: 3005.732178
	Iteration 30Q: 3 clusters Score -1310572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1310570.125000 Penalty: 3005.732178
	Iteration 31Q: 3 clusters Score -1310570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1310571.000000 Penalty: 3005.732178
	Iteration 32Q: 3 clusters Score -1310571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1310572.125000 Penalty: 3005.732178
	Iteration 33Q: 3 clusters Score -1310572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1310571.500000 Penalty: 3005.732178
	Iteration 34Q: 3 clusters Score -1310572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1310573.250000 Penalty: 3005.732178
	Iteration 35Q: 3 clusters Score -1310573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1310573.250000 Penalty: 3005.732178
	Iteration 36F: 3 clusters Score -1310573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -37835.269531 Penalty: 971.156982
	Iteration 0F: 2 clusters Score -37835.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37017.308594 Penalty: 1942.313965
	Iteration 0F: 3 clusters Score -37017.31 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37172.765625 Penalty: 1942.313965
	Iteration 1F: 3 clusters Score -37172.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37287.132812 Penalty: 1942.313965
	Iteration 2F: 3 clusters Score -37287.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37394.906250 Penalty: 1942.313965
	Iteration 3F: 3 clusters Score -37394.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37497.929688 Penalty: 1942.313965
	Iteration 4F: 3 clusters Score -37497.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37610.656250 Penalty: 1942.313965
	Iteration 5Q: 3 clusters Score -37610.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37625.105469 Penalty: 1942.313965
	Iteration 6Q: 3 clusters Score -37625.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37632.660156 Penalty: 1942.313965
	Iteration 7Q: 3 clusters Score -37632.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37634.945312 Penalty: 1942.313965
	Iteration 8Q: 3 clusters Score -37634.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37634.945312 Penalty: 1942.313965
	Iteration 9F: 3 clusters Score -37634.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Entering Unmasked Estep 
Score: -2070782.750000 Penalty: 1576.750977
	Iteration 0F: 2 clusters Score -2070783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2059491.500000 Penalty: 3153.501953
	Iteration 0F: 3 clusters Score -2059492 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2063387.125000 Penalty: 3153.501953
	Iteration 1F: 3 clusters Score -2063387 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2063704.000000 Penalty: 3153.501953
	Iteration 2Q: 3 clusters Score -2063704 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2064070.750000 Penalty: 3153.501953
	Iteration 3F: 3 clusters Score -2064071 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2064596.375000 Penalty: 3153.501953
	Iteration 4F: 3 clusters Score -2064596 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2065335.375000 Penalty: 3153.501953
	Iteration 5F: 3 clusters Score -2065335 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2066255.000000 Penalty: 3153.501953
	Iteration 6F: 3 clusters Score -2066255 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2067221.000000 Penalty: 3153.501953
	Iteration 7F: 3 clusters Score -2067221 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2068114.500000 Penalty: 3153.501953
	Iteration 8F: 3 clusters Score -2068114 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2068703.625000 Penalty: 3153.501953
	Iteration 9Q: 3 clusters Score -2068704 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2069068.250000 Penalty: 3153.501953
	Iteration 10Q: 3 clusters Score -2069068 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2069267.000000 Penalty: 3153.501953
	Iteration 11Q: 3 clusters Score -2069267 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2069374.500000 Penalty: 3153.501953
	Iteration 12Q: 3 clusters Score -2069374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2069435.625000 Penalty: 3153.501953
	Iteration 13Q: 3 clusters Score -2069436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2069462.875000 Penalty: 3153.501953
	Iteration 14Q: 3 clusters Score -2069463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2069470.375000 Penalty: 3153.501953
	Iteration 15Q: 3 clusters Score -2069470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2069477.250000 Penalty: 3153.501953
	Iteration 16Q: 3 clusters Score -2069477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2069479.250000 Penalty: 3153.501953
	Iteration 17Q: 3 clusters Score -2069479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2069481.875000 Penalty: 3153.501953
	Iteration 18Q: 3 clusters Score -2069482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2069482.750000 Penalty: 3153.501953
	Iteration 19Q: 3 clusters Score -2069483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2069485.500000 Penalty: 3153.501953
	Iteration 20F: 3 clusters Score -2069486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2069485.750000 Penalty: 3153.501953
	Iteration 21Q: 3 clusters Score -2069486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2069485.000000 Penalty: 3153.501953
	Iteration 22Q: 3 clusters Score -2069485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2069487.625000 Penalty: 3153.501953
	Iteration 23Q: 3 clusters Score -2069488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2069491.125000 Penalty: 3153.501953
	Iteration 24Q: 3 clusters Score -2069491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2069491.125000 Penalty: 3153.501953
	Iteration 25F: 3 clusters Score -2069491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Entering Unmasked Estep 
Score: -1764700.500000 Penalty: 1558.598633
	Iteration 0F: 2 clusters Score -1764700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1754539.000000 Penalty: 3117.197266
	Iteration 0F: 3 clusters Score -1754539 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1757945.750000 Penalty: 3117.197266
	Iteration 1F: 3 clusters Score -1757946 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1758391.750000 Penalty: 3117.197266
	Iteration 2F: 3 clusters Score -1758392 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1758903.875000 Penalty: 3117.197266
	Iteration 3F: 3 clusters Score -1758904 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1759535.000000 Penalty: 3117.197266
	Iteration 4F: 3 clusters Score -1759535 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1760282.875000 Penalty: 3117.197266
	Iteration 5F: 3 clusters Score -1760283 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1761168.625000 Penalty: 3117.197266
	Iteration 6F: 3 clusters Score -1761169 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1761982.750000 Penalty: 3117.197266
	Iteration 7F: 3 clusters Score -1761983 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1762625.000000 Penalty: 3117.197266
	Iteration 8Q: 3 clusters Score -1762625 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1762967.625000 Penalty: 3117.197266
	Iteration 9Q: 3 clusters Score -1762968 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1763126.500000 Penalty: 3117.197266
	Iteration 10Q: 3 clusters Score -1763126 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1763219.750000 Penalty: 3117.197266
	Iteration 11Q: 3 clusters Score -1763220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1763275.500000 Penalty: 3117.197266
	Iteration 12Q: 3 clusters Score -1763276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1763306.250000 Penalty: 3117.197266
	Iteration 13Q: 3 clusters Score -1763306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1763332.250000 Penalty: 3117.197266
	Iteration 14Q: 3 clusters Score -1763332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1763355.625000 Penalty: 3117.197266
	Iteration 15Q: 3 clusters Score -1763356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1763363.750000 Penalty: 3117.197266
	Iteration 16Q: 3 clusters Score -1763364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1763367.750000 Penalty: 3117.197266
	Iteration 17Q: 3 clusters Score -1763368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1763369.250000 Penalty: 3117.197266
	Iteration 18Q: 3 clusters Score -1763369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1763372.375000 Penalty: 3117.197266
	Iteration 19Q: 3 clusters Score -1763372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1763380.875000 Penalty: 3117.197266
	Iteration 20F: 3 clusters Score -1763381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1763381.750000 Penalty: 3117.197266
	Iteration 21Q: 3 clusters Score -1763382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1763383.625000 Penalty: 3117.197266
	Iteration 22Q: 3 clusters Score -1763384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1763386.125000 Penalty: 3117.197266
	Iteration 23Q: 3 clusters Score -1763386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1763386.125000 Penalty: 3117.197266
	Iteration 24F: 3 clusters Score -1763386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Entering Unmasked Estep 
Score: -255774.031250 Penalty: 1246.217041
	Iteration 0F: 2 clusters Score -255774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -253579.156250 Penalty: 2492.434082
	Iteration 0F: 3 clusters Score -253579.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -254034.031250 Penalty: 2492.434082
	Iteration 1F: 3 clusters Score -254034 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -254149.625000 Penalty: 2492.434082
	Iteration 2F: 3 clusters Score -254149.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -254195.671875 Penalty: 2492.434082
	Iteration 3Q: 3 clusters Score -254195.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -254224.812500 Penalty: 2492.434082
	Iteration 4Q: 3 clusters Score -254224.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -254250.765625 Penalty: 2492.434082
	Iteration 5Q: 3 clusters Score -254250.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -254268.531250 Penalty: 2492.434082
	Iteration 6Q: 3 clusters Score -254268.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -254278.828125 Penalty: 2492.434082
	Iteration 7Q: 3 clusters Score -254278.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -254283.593750 Penalty: 2492.434082
	Iteration 8Q: 3 clusters Score -254283.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -254291.281250 Penalty: 2492.434082
	Iteration 9Q: 3 clusters Score -254291.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -254295.406250 Penalty: 2492.434082
	Iteration 10Q: 3 clusters Score -254295.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -254298.968750 Penalty: 2492.434082
	Iteration 11Q: 3 clusters Score -254299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -254303.734375 Penalty: 2492.434082
	Iteration 12Q: 3 clusters Score -254303.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -254307.437500 Penalty: 2492.434082
	Iteration 13Q: 3 clusters Score -254307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -254308.171875 Penalty: 2492.434082
	Iteration 14Q: 3 clusters Score -254308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -254309.218750 Penalty: 2492.434082
	Iteration 15Q: 3 clusters Score -254309.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -254309.218750 Penalty: 2492.434082
	Iteration 16F: 3 clusters Score -254309.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -488762.125000 Penalty: 1345.944580
	Iteration 0F: 2 clusters Score -488762.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -485431.656250 Penalty: 2691.889160
	Iteration 0F: 3 clusters Score -485431.7 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -486319.437500 Penalty: 2691.889160
	Iteration 1F: 3 clusters Score -486319.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -486505.656250 Penalty: 2691.889160
	Iteration 2F: 3 clusters Score -486505.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -486645.218750 Penalty: 2691.889160
	Iteration 3F: 3 clusters Score -486645.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -486745.687500 Penalty: 2691.889160
	Iteration 4Q: 3 clusters Score -486745.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -486821.375000 Penalty: 2691.889160
	Iteration 5Q: 3 clusters Score -486821.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -486877.218750 Penalty: 2691.889160
	Iteration 6Q: 3 clusters Score -486877.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -486917.750000 Penalty: 2691.889160
	Iteration 7Q: 3 clusters Score -486917.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -486952.218750 Penalty: 2691.889160
	Iteration 8Q: 3 clusters Score -486952.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -486990.875000 Penalty: 2691.889160
	Iteration 9Q: 3 clusters Score -486990.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -487032.843750 Penalty: 2691.889160
	Iteration 10Q: 3 clusters Score -487032.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -487089.000000 Penalty: 2691.889160
	Iteration 11Q: 3 clusters Score -487089 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -487163.250000 Penalty: 2691.889160
	Iteration 12Q: 3 clusters Score -487163.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -487232.343750 Penalty: 2691.889160
	Iteration 13Q: 3 clusters Score -487232.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -487281.250000 Penalty: 2691.889160
	Iteration 14Q: 3 clusters Score -487281.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -487333.406250 Penalty: 2691.889160
	Iteration 15Q: 3 clusters Score -487333.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -487393.406250 Penalty: 2691.889160
	Iteration 16Q: 3 clusters Score -487393.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -487440.250000 Penalty: 2691.889160
	Iteration 17Q: 3 clusters Score -487440.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -487486.000000 Penalty: 2691.889160
	Iteration 18Q: 3 clusters Score -487486 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -487532.250000 Penalty: 2691.889160
	Iteration 19Q: 3 clusters Score -487532.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -487573.656250 Penalty: 2691.889160
	Iteration 20F: 3 clusters Score -487573.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -487611.812500 Penalty: 2691.889160
	Iteration 21Q: 3 clusters Score -487611.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -487641.312500 Penalty: 2691.889160
	Iteration 22Q: 3 clusters Score -487641.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -487674.375000 Penalty: 2691.889160
	Iteration 23Q: 3 clusters Score -487674.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -487702.031250 Penalty: 2691.889160
	Iteration 24Q: 3 clusters Score -487702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -487724.093750 Penalty: 2691.889160
	Iteration 25Q: 3 clusters Score -487724.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -487740.406250 Penalty: 2691.889160
	Iteration 26Q: 3 clusters Score -487740.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -487760.218750 Penalty: 2691.889160
	Iteration 27Q: 3 clusters Score -487760.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -487770.281250 Penalty: 2691.889160
	Iteration 28Q: 3 clusters Score -487770.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -487777.593750 Penalty: 2691.889160
	Iteration 29Q: 3 clusters Score -487777.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -487782.156250 Penalty: 2691.889160
	Iteration 30Q: 3 clusters Score -487782.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -487786.531250 Penalty: 2691.889160
	Iteration 31Q: 3 clusters Score -487786.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -487791.625000 Penalty: 2691.889160
	Iteration 32Q: 3 clusters Score -487791.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -487799.843750 Penalty: 2691.889160
	Iteration 33Q: 3 clusters Score -487799.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -487808.656250 Penalty: 2691.889160
	Iteration 34Q: 3 clusters Score -487808.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -487816.781250 Penalty: 2691.889160
	Iteration 35Q: 3 clusters Score -487816.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -487828.812500 Penalty: 2691.889160
	Iteration 36Q: 3 clusters Score -487828.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -487836.781250 Penalty: 2691.889160
	Iteration 37Q: 3 clusters Score -487836.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -487840.750000 Penalty: 2691.889160
	Iteration 38Q: 3 clusters Score -487840.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -487844.562500 Penalty: 2691.889160
	Iteration 39Q: 3 clusters Score -487844.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -487846.156250 Penalty: 2691.889160
	Iteration 40F: 3 clusters Score -487846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -487847.031250 Penalty: 2691.889160
	Iteration 41Q: 3 clusters Score -487847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -487848.250000 Penalty: 2691.889160
	Iteration 42Q: 3 clusters Score -487848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -487849.218750 Penalty: 2691.889160
	Iteration 43Q: 3 clusters Score -487849.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -487851.500000 Penalty: 2691.889160
	Iteration 44Q: 3 clusters Score -487851.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -487856.468750 Penalty: 2691.889160
	Iteration 45Q: 3 clusters Score -487856.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -487859.125000 Penalty: 2691.889160
	Iteration 46Q: 3 clusters Score -487859.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -487863.843750 Penalty: 2691.889160
	Iteration 47Q: 3 clusters Score -487863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -487864.875000 Penalty: 2691.889160
	Iteration 48Q: 3 clusters Score -487864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -487866.312500 Penalty: 2691.889160
	Iteration 49Q: 3 clusters Score -487866.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -487869.281250 Penalty: 2691.889160
	Iteration 50Q: 3 clusters Score -487869.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -487871.406250 Penalty: 2691.889160
	Iteration 51Q: 3 clusters Score -487871.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -487873.281250 Penalty: 2691.889160
	Iteration 52Q: 3 clusters Score -487873.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -487875.312500 Penalty: 2691.889160
	Iteration 53Q: 3 clusters Score -487875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -487876.031250 Penalty: 2691.889160
	Iteration 54Q: 3 clusters Score -487876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -487876.625000 Penalty: 2691.889160
	Iteration 55Q: 3 clusters Score -487876.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -487876.562500 Penalty: 2691.889160
	Iteration 56Q: 3 clusters Score -487876.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -487877.718750 Penalty: 2691.889160
	Iteration 57Q: 3 clusters Score -487877.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -487879.562500 Penalty: 2691.889160
	Iteration 58Q: 3 clusters Score -487879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -487879.406250 Penalty: 2691.889160
	Iteration 59Q: 3 clusters Score -487879.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -487881.312500 Penalty: 2691.889160
	Iteration 60F: 3 clusters Score -487881.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -18443.210938 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -18443.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17828.134766 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -17828.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17970.214844 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -17970.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18034.859375 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -18034.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18043.099609 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -18043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18048.681641 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -18048.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18048.681641 Penalty: 1725.187012
	Iteration 5F: 3 clusters Score -18048.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Entering Unmasked Estep 
Score: -4955314.000000 Penalty: 1718.167847
	Iteration 0F: 2 clusters Score -4955314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4929092.000000 Penalty: 3436.335693
	Iteration 0F: 3 clusters Score -4929092 nChanged 18168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4939401.000000 Penalty: 3436.335693
	Iteration 1F: 3 clusters Score -4939401 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -4940067.000000 Penalty: 3436.335693
	Iteration 2Q: 3 clusters Score -4940067 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -4940918.000000 Penalty: 3436.335693
	Iteration 3Q: 3 clusters Score -4940918 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -4942160.500000 Penalty: 3436.335693
	Iteration 4F: 3 clusters Score -4942160 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -4944164.000000 Penalty: 3436.335693
	Iteration 5F: 3 clusters Score -4944164 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -4946789.000000 Penalty: 3436.335693
	Iteration 6F: 3 clusters Score -4946789 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4949559.000000 Penalty: 3436.335693
	Iteration 7F: 3 clusters Score -4949559 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4951501.500000 Penalty: 3436.335693
	Iteration 8F: 3 clusters Score -4951502 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4952701.000000 Penalty: 3436.335693
	Iteration 9Q: 3 clusters Score -4952701 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4953286.500000 Penalty: 3436.335693
	Iteration 10Q: 3 clusters Score -4953286 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4953566.000000 Penalty: 3436.335693
	Iteration 11Q: 3 clusters Score -4953566 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4953700.000000 Penalty: 3436.335693
	Iteration 12Q: 3 clusters Score -4953700 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4953776.000000 Penalty: 3436.335693
	Iteration 13Q: 3 clusters Score -4953776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4953818.000000 Penalty: 3436.335693
	Iteration 14Q: 3 clusters Score -4953818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4953849.000000 Penalty: 3436.335693
	Iteration 15Q: 3 clusters Score -4953849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4953875.500000 Penalty: 3436.335693
	Iteration 16Q: 3 clusters Score -4953876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4953898.000000 Penalty: 3436.335693
	Iteration 17Q: 3 clusters Score -4953898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4953908.000000 Penalty: 3436.335693
	Iteration 18Q: 3 clusters Score -4953908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4953920.000000 Penalty: 3436.335693
	Iteration 19Q: 3 clusters Score -4953920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4953930.000000 Penalty: 3436.335693
	Iteration 20F: 3 clusters Score -4953930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4953949.500000 Penalty: 3436.335693
	Iteration 21Q: 3 clusters Score -4953950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4953957.500000 Penalty: 3436.335693
	Iteration 22Q: 3 clusters Score -4953958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4953970.500000 Penalty: 3436.335693
	Iteration 23Q: 3 clusters Score -4953970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4953968.000000 Penalty: 3436.335693
	Iteration 24Q: 3 clusters Score -4953968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4953970.500000 Penalty: 3436.335693
	Iteration 25Q: 3 clusters Score -4953970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4953974.000000 Penalty: 3436.335693
	Iteration 26Q: 3 clusters Score -4953974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4953975.000000 Penalty: 3436.335693
	Iteration 27Q: 3 clusters Score -4953975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4953981.500000 Penalty: 3436.335693
	Iteration 28Q: 3 clusters Score -4953982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4953981.000000 Penalty: 3436.335693
	Iteration 29Q: 3 clusters Score -4953981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4953981.000000 Penalty: 3436.335693
	Iteration 30Q: 3 clusters Score -4953981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4953980.500000 Penalty: 3436.335693
	Iteration 31Q: 3 clusters Score -4953980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4953981.500000 Penalty: 3436.335693
	Iteration 32Q: 3 clusters Score -4953982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4953981.500000 Penalty: 3436.335693
	Iteration 33Q: 3 clusters Score -4953982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4953985.500000 Penalty: 3436.335693
	Iteration 34Q: 3 clusters Score -4953986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4953984.000000 Penalty: 3436.335693
	Iteration 35Q: 3 clusters Score -4953984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4953984.000000 Penalty: 3436.335693
	Iteration 36F: 3 clusters Score -4953984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -214884.156250 Penalty: 1212.796509
	Iteration 0F: 2 clusters Score -214884.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -212957.140625 Penalty: 2425.593018
	Iteration 0F: 3 clusters Score -212957.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -213412.328125 Penalty: 2425.593018
	Iteration 1F: 3 clusters Score -213412.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -213561.437500 Penalty: 2425.593018
	Iteration 2F: 3 clusters Score -213561.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -213644.453125 Penalty: 2425.593018
	Iteration 3Q: 3 clusters Score -213644.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -213690.921875 Penalty: 2425.593018
	Iteration 4Q: 3 clusters Score -213690.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -213723.984375 Penalty: 2425.593018
	Iteration 5Q: 3 clusters Score -213724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -213745.703125 Penalty: 2425.593018
	Iteration 6Q: 3 clusters Score -213745.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -213761.968750 Penalty: 2425.593018
	Iteration 7Q: 3 clusters Score -213762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -213776.328125 Penalty: 2425.593018
	Iteration 8Q: 3 clusters Score -213776.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -213786.375000 Penalty: 2425.593018
	Iteration 9Q: 3 clusters Score -213786.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -213798.781250 Penalty: 2425.593018
	Iteration 10Q: 3 clusters Score -213798.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -213807.609375 Penalty: 2425.593018
	Iteration 11Q: 3 clusters Score -213807.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -213810.187500 Penalty: 2425.593018
	Iteration 12Q: 3 clusters Score -213810.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -213812.953125 Penalty: 2425.593018
	Iteration 13Q: 3 clusters Score -213813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -213813.921875 Penalty: 2425.593018
	Iteration 14Q: 3 clusters Score -213813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -213814.546875 Penalty: 2425.593018
	Iteration 15Q: 3 clusters Score -213814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -213815.000000 Penalty: 2425.593018
	Iteration 16Q: 3 clusters Score -213815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -213815.000000 Penalty: 2425.593018
	Iteration 17F: 3 clusters Score -213815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 79336 members 
Mstep: Class 4 contains 21747 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 44792 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 22591 members 
Mstep: Class 11 contains 69802 members 
Mstep: Class 12 contains 85025 members 
Mstep: Class 13 contains 2461 members 
Mstep: Class 14 contains 68692 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4675 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16368 members 
Mstep: Class 20 contains 14638 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 39079 members 
Mstep: Class 25 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636228.000000 Penalty: 53427.796875
Iteration 79Q: 26 clusters Score -6.263623e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 79301 members 
Mstep: Class 4 contains 21742 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 44794 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 22703 members 
Mstep: Class 11 contains 69750 members 
Mstep: Class 12 contains 84978 members 
Mstep: Class 13 contains 2455 members 
Mstep: Class 14 contains 68694 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 4677 members 
Mstep: Class 17 contains 10390 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16420 members 
Mstep: Class 20 contains 14638 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 39063 members 
Mstep: Class 25 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636372.000000 Penalty: 53427.796875
Iteration 80F: 26 clusters Score -6.263637e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 79284 members 
Mstep: Class 4 contains 21730 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 44795 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 22804 members 
Mstep: Class 11 contains 69670 members 
Mstep: Class 12 contains 84938 members 
Mstep: Class 13 contains 2447 members 
Mstep: Class 14 contains 68696 members 
Mstep: Class 15 contains 3760 members 
Mstep: Class 16 contains 4679 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16473 members 
Mstep: Class 20 contains 14637 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3946 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 39030 members 
Mstep: Class 25 contains 1742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636448.000000 Penalty: 53427.796875
Iteration 81Q: 26 clusters Score -6.263645e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 79256 members 
Mstep: Class 4 contains 21721 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 44793 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 22890 members 
Mstep: Class 11 contains 69607 members 
Mstep: Class 12 contains 84918 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 68701 members 
Mstep: Class 15 contains 3760 members 
Mstep: Class 16 contains 4677 members 
Mstep: Class 17 contains 10467 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16533 members 
Mstep: Class 20 contains 14637 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 3944 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38985 members 
Mstep: Class 25 contains 1741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636384.000000 Penalty: 53427.796875
Iteration 82Q: 26 clusters Score -6.263638e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 79237 members 
Mstep: Class 4 contains 21717 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 44793 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 22982 members 
Mstep: Class 11 contains 69537 members 
Mstep: Class 12 contains 84910 members 
Mstep: Class 13 contains 2431 members 
Mstep: Class 14 contains 68699 members 
Mstep: Class 15 contains 3760 members 
Mstep: Class 16 contains 4679 members 
Mstep: Class 17 contains 10488 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16570 members 
Mstep: Class 20 contains 14637 members 
Mstep: Class 21 contains 2139 members 
Mstep: Class 22 contains 3939 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38959 members 
Mstep: Class 25 contains 1741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636480.000000 Penalty: 53427.796875
Iteration 83Q: 26 clusters Score -6.263648e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 79213 members 
Mstep: Class 4 contains 21706 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 44797 members 
Mstep: Class 8 contains 4018 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 23080 members 
Mstep: Class 11 contains 69492 members 
Mstep: Class 12 contains 84877 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 14 contains 68702 members 
Mstep: Class 15 contains 3758 members 
Mstep: Class 16 contains 4681 members 
Mstep: Class 17 contains 10501 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16604 members 
Mstep: Class 20 contains 14638 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3937 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38936 members 
Mstep: Class 25 contains 1742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636492.000000 Penalty: 53427.796875
Iteration 84Q: 26 clusters Score -6.263649e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 79203 members 
Mstep: Class 4 contains 21693 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 44797 members 
Mstep: Class 8 contains 4017 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 23181 members 
Mstep: Class 11 contains 69463 members 
Mstep: Class 12 contains 84819 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 68708 members 
Mstep: Class 15 contains 3756 members 
Mstep: Class 16 contains 4681 members 
Mstep: Class 17 contains 10510 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16629 members 
Mstep: Class 20 contains 14640 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3937 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38920 members 
Mstep: Class 25 contains 1742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636468.000000 Penalty: 53427.796875
Iteration 85Q: 26 clusters Score -6.263647e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 79198 members 
Mstep: Class 4 contains 21681 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 44795 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 23279 members 
Mstep: Class 11 contains 69446 members 
Mstep: Class 12 contains 84774 members 
Mstep: Class 13 contains 2404 members 
Mstep: Class 14 contains 68702 members 
Mstep: Class 15 contains 3756 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 10515 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16645 members 
Mstep: Class 20 contains 14643 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3937 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38902 members 
Mstep: Class 25 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636436.000000 Penalty: 53427.796875
Iteration 86Q: 26 clusters Score -6.263644e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 79198 members 
Mstep: Class 4 contains 21671 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 44793 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 23382 members 
Mstep: Class 11 contains 69429 members 
Mstep: Class 12 contains 84728 members 
Mstep: Class 13 contains 2384 members 
Mstep: Class 14 contains 68695 members 
Mstep: Class 15 contains 3755 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 10519 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16658 members 
Mstep: Class 20 contains 14645 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3937 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38889 members 
Mstep: Class 25 contains 1744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636560.000000 Penalty: 53427.796875
Iteration 87Q: 26 clusters Score -6.263656e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 79202 members 
Mstep: Class 4 contains 21652 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 44793 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 23487 members 
Mstep: Class 11 contains 69411 members 
Mstep: Class 12 contains 84682 members 
Mstep: Class 13 contains 2366 members 
Mstep: Class 14 contains 68688 members 
Mstep: Class 15 contains 3755 members 
Mstep: Class 16 contains 4679 members 
Mstep: Class 17 contains 10520 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16668 members 
Mstep: Class 20 contains 14645 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 3935 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38881 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636540.000000 Penalty: 53427.796875
Iteration 88Q: 26 clusters Score -6.263654e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 79206 members 
Mstep: Class 4 contains 21633 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 7 contains 44796 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 23586 members 
Mstep: Class 11 contains 69389 members 
Mstep: Class 12 contains 84644 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 68682 members 
Mstep: Class 15 contains 3755 members 
Mstep: Class 16 contains 4678 members 
Mstep: Class 17 contains 10519 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16680 members 
Mstep: Class 20 contains 14644 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3937 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38869 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636624.000000 Penalty: 53427.796875
Iteration 89Q: 26 clusters Score -6.263662e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 79206 members 
Mstep: Class 4 contains 21621 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 7 contains 44796 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 23680 members 
Mstep: Class 11 contains 69370 members 
Mstep: Class 12 contains 84606 members 
Mstep: Class 13 contains 2337 members 
Mstep: Class 14 contains 68672 members 
Mstep: Class 15 contains 3755 members 
Mstep: Class 16 contains 4679 members 
Mstep: Class 17 contains 10517 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16688 members 
Mstep: Class 20 contains 14644 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3936 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38866 members 
Mstep: Class 25 contains 1744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636684.000000 Penalty: 53427.796875
Iteration 90Q: 26 clusters Score -6.263668e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 79205 members 
Mstep: Class 4 contains 21606 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 44796 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 23781 members 
Mstep: Class 11 contains 69350 members 
Mstep: Class 12 contains 84556 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 68664 members 
Mstep: Class 15 contains 3755 members 
Mstep: Class 16 contains 4681 members 
Mstep: Class 17 contains 10520 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16700 members 
Mstep: Class 20 contains 14645 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3936 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38857 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636708.000000 Penalty: 53427.796875
Iteration 91Q: 26 clusters Score -6.263671e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79216 members 
Mstep: Class 4 contains 21597 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6402 members 
Mstep: Class 7 contains 44796 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 23878 members 
Mstep: Class 11 contains 69327 members 
Mstep: Class 12 contains 84499 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 68660 members 
Mstep: Class 15 contains 3755 members 
Mstep: Class 16 contains 4683 members 
Mstep: Class 17 contains 10523 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16710 members 
Mstep: Class 20 contains 14647 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3937 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38852 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636732.000000 Penalty: 53427.796875
Iteration 92Q: 26 clusters Score -6.263673e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79224 members 
Mstep: Class 4 contains 21590 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 44799 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 23990 members 
Mstep: Class 11 contains 69307 members 
Mstep: Class 12 contains 84436 members 
Mstep: Class 13 contains 2278 members 
Mstep: Class 14 contains 68647 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 4682 members 
Mstep: Class 17 contains 10523 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16721 members 
Mstep: Class 20 contains 14647 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3935 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38849 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636816.000000 Penalty: 53427.796875
Iteration 93Q: 26 clusters Score -6.263682e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79230 members 
Mstep: Class 4 contains 21580 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6395 members 
Mstep: Class 7 contains 44801 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 24128 members 
Mstep: Class 11 contains 69286 members 
Mstep: Class 12 contains 84346 members 
Mstep: Class 13 contains 2271 members 
Mstep: Class 14 contains 68640 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 4683 members 
Mstep: Class 17 contains 10523 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16735 members 
Mstep: Class 20 contains 14647 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3932 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38833 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636788.000000 Penalty: 53427.796875
Iteration 94Q: 26 clusters Score -6.263679e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79234 members 
Mstep: Class 4 contains 21576 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6392 members 
Mstep: Class 7 contains 44801 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 24255 members 
Mstep: Class 11 contains 69277 members 
Mstep: Class 12 contains 84251 members 
Mstep: Class 13 contains 2257 members 
Mstep: Class 14 contains 68629 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 4681 members 
Mstep: Class 17 contains 10523 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16753 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3927 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38830 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636880.000000 Penalty: 53427.796875
Iteration 95Q: 26 clusters Score -6.263688e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79245 members 
Mstep: Class 4 contains 21560 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 44802 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 24395 members 
Mstep: Class 11 contains 69271 members 
Mstep: Class 12 contains 84142 members 
Mstep: Class 13 contains 2247 members 
Mstep: Class 14 contains 68624 members 
Mstep: Class 15 contains 3753 members 
Mstep: Class 16 contains 4684 members 
Mstep: Class 17 contains 10519 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16766 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3927 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38819 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636956.000000 Penalty: 53427.796875
Iteration 96Q: 26 clusters Score -6.263696e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79258 members 
Mstep: Class 4 contains 21546 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 44804 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 24528 members 
Mstep: Class 11 contains 69251 members 
Mstep: Class 12 contains 84043 members 
Mstep: Class 13 contains 2239 members 
Mstep: Class 14 contains 68621 members 
Mstep: Class 15 contains 3752 members 
Mstep: Class 16 contains 4688 members 
Mstep: Class 17 contains 10524 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16773 members 
Mstep: Class 20 contains 14648 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3928 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38806 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636940.000000 Penalty: 53427.796875
Iteration 97Q: 26 clusters Score -6.263694e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79270 members 
Mstep: Class 4 contains 21528 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 44804 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 24657 members 
Mstep: Class 11 contains 69240 members 
Mstep: Class 12 contains 83946 members 
Mstep: Class 13 contains 2231 members 
Mstep: Class 14 contains 68613 members 
Mstep: Class 15 contains 3753 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 10526 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16786 members 
Mstep: Class 20 contains 14648 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3928 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636976.000000 Penalty: 53427.796875
Iteration 98Q: 26 clusters Score -6.263698e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79284 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 44804 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 24792 members 
Mstep: Class 11 contains 69237 members 
Mstep: Class 12 contains 83821 members 
Mstep: Class 13 contains 2224 members 
Mstep: Class 14 contains 68605 members 
Mstep: Class 15 contains 3752 members 
Mstep: Class 16 contains 4688 members 
Mstep: Class 17 contains 10530 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16796 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3926 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38784 members 
Mstep: Class 25 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62636944.000000 Penalty: 53427.796875
Iteration 99Q: 26 clusters Score -6.263694e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79284 members 
Mstep: Class 4 contains 21503 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 44805 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 24928 members 
Mstep: Class 11 contains 69234 members 
Mstep: Class 12 contains 83718 members 
Mstep: Class 13 contains 2219 members 
Mstep: Class 14 contains 68603 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 10530 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16807 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3926 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38763 members 
Mstep: Class 25 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637032.000000 Penalty: 53427.796875
Iteration 100F: 26 clusters Score -6.263703e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79282 members 
Mstep: Class 4 contains 21498 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 44807 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 25045 members 
Mstep: Class 11 contains 69223 members 
Mstep: Class 12 contains 83635 members 
Mstep: Class 13 contains 2214 members 
Mstep: Class 14 contains 68591 members 
Mstep: Class 15 contains 3747 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 10534 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16818 members 
Mstep: Class 20 contains 14648 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3923 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38748 members 
Mstep: Class 25 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637004.000000 Penalty: 53427.796875
Iteration 101Q: 26 clusters Score -6.2637e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79283 members 
Mstep: Class 4 contains 21488 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 44808 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 25149 members 
Mstep: Class 11 contains 69205 members 
Mstep: Class 12 contains 83564 members 
Mstep: Class 13 contains 2208 members 
Mstep: Class 14 contains 68591 members 
Mstep: Class 15 contains 3745 members 
Mstep: Class 16 contains 4693 members 
Mstep: Class 17 contains 10533 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16829 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3925 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38735 members 
Mstep: Class 25 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637180.000000 Penalty: 53427.796875
Iteration 102Q: 26 clusters Score -6.263718e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79286 members 
Mstep: Class 4 contains 21477 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 44809 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 25254 members 
Mstep: Class 11 contains 69183 members 
Mstep: Class 12 contains 83503 members 
Mstep: Class 13 contains 2203 members 
Mstep: Class 14 contains 68589 members 
Mstep: Class 15 contains 3743 members 
Mstep: Class 16 contains 4693 members 
Mstep: Class 17 contains 10532 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16834 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3926 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38722 members 
Mstep: Class 25 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637164.000000 Penalty: 53427.796875
Iteration 103Q: 26 clusters Score -6.263716e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79286 members 
Mstep: Class 4 contains 21455 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 44809 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 25359 members 
Mstep: Class 11 contains 69150 members 
Mstep: Class 12 contains 83463 members 
Mstep: Class 13 contains 2199 members 
Mstep: Class 14 contains 68587 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 4693 members 
Mstep: Class 17 contains 10530 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16842 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3927 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38716 members 
Mstep: Class 25 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637164.000000 Penalty: 53427.796875
Iteration 104Q: 26 clusters Score -6.263716e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79281 members 
Mstep: Class 4 contains 21429 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 6380 members 
Mstep: Class 7 contains 44807 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 25480 members 
Mstep: Class 11 contains 69116 members 
Mstep: Class 12 contains 83421 members 
Mstep: Class 13 contains 2195 members 
Mstep: Class 14 contains 68585 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 10527 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3927 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38708 members 
Mstep: Class 25 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637136.000000 Penalty: 53427.796875
Iteration 105Q: 26 clusters Score -6.263714e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79279 members 
Mstep: Class 4 contains 21411 members 
Mstep: Class 5 contains 1882 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 44808 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 25587 members 
Mstep: Class 11 contains 69078 members 
Mstep: Class 12 contains 83384 members 
Mstep: Class 13 contains 2194 members 
Mstep: Class 14 contains 68579 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 10521 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16859 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3927 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38701 members 
Mstep: Class 25 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637124.000000 Penalty: 53427.796875
Iteration 106Q: 26 clusters Score -6.263712e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79281 members 
Mstep: Class 4 contains 21397 members 
Mstep: Class 5 contains 1882 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 44808 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 25688 members 
Mstep: Class 11 contains 69041 members 
Mstep: Class 12 contains 83343 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 68577 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 16 contains 4690 members 
Mstep: Class 17 contains 10520 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16867 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3926 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38695 members 
Mstep: Class 25 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637160.000000 Penalty: 53427.796875
Iteration 107Q: 26 clusters Score -6.263716e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79271 members 
Mstep: Class 4 contains 21376 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 44809 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 25796 members 
Mstep: Class 11 contains 69003 members 
Mstep: Class 12 contains 83315 members 
Mstep: Class 13 contains 2190 members 
Mstep: Class 14 contains 68573 members 
Mstep: Class 15 contains 3739 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 10515 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16879 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3925 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38688 members 
Mstep: Class 25 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637160.000000 Penalty: 53427.796875
Iteration 108Q: 26 clusters Score -6.263716e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79268 members 
Mstep: Class 4 contains 21357 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 44808 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 25902 members 
Mstep: Class 11 contains 68971 members 
Mstep: Class 12 contains 83279 members 
Mstep: Class 13 contains 2188 members 
Mstep: Class 14 contains 68565 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 4690 members 
Mstep: Class 17 contains 10513 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16888 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3926 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38682 members 
Mstep: Class 25 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637140.000000 Penalty: 53427.796875
Iteration 109Q: 26 clusters Score -6.263714e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79267 members 
Mstep: Class 4 contains 21335 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 44808 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 26032 members 
Mstep: Class 11 contains 68934 members 
Mstep: Class 12 contains 83218 members 
Mstep: Class 13 contains 2183 members 
Mstep: Class 14 contains 68562 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 4690 members 
Mstep: Class 17 contains 10510 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16894 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3927 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38680 members 
Mstep: Class 25 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637208.000000 Penalty: 53427.796875
Iteration 110Q: 26 clusters Score -6.263721e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79270 members 
Mstep: Class 4 contains 21312 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6373 members 
Mstep: Class 7 contains 44807 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 26169 members 
Mstep: Class 11 contains 68897 members 
Mstep: Class 12 contains 83148 members 
Mstep: Class 13 contains 2181 members 
Mstep: Class 14 contains 68557 members 
Mstep: Class 15 contains 3734 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 10505 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16903 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3924 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38681 members 
Mstep: Class 25 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637392.000000 Penalty: 53427.796875
Iteration 111Q: 26 clusters Score -6.263739e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 79270 members 
Mstep: Class 4 contains 21284 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 44807 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 26318 members 
Mstep: Class 11 contains 68859 members 
Mstep: Class 12 contains 83068 members 
Mstep: Class 13 contains 2182 members 
Mstep: Class 14 contains 68552 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 10502 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16915 members 
Mstep: Class 20 contains 14648 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38677 members 
Mstep: Class 25 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637388.000000 Penalty: 53427.796875
Iteration 112Q: 26 clusters Score -6.263739e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 79269 members 
Mstep: Class 4 contains 21258 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 44806 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 26482 members 
Mstep: Class 11 contains 68824 members 
Mstep: Class 12 contains 82975 members 
Mstep: Class 13 contains 2181 members 
Mstep: Class 14 contains 68550 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 10496 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16925 members 
Mstep: Class 20 contains 14648 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38678 members 
Mstep: Class 25 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637396.000000 Penalty: 53427.796875
Iteration 113Q: 26 clusters Score -6.26374e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 79264 members 
Mstep: Class 4 contains 21232 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 44805 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 26656 members 
Mstep: Class 11 contains 68789 members 
Mstep: Class 12 contains 82887 members 
Mstep: Class 13 contains 2177 members 
Mstep: Class 14 contains 68545 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 10491 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16935 members 
Mstep: Class 20 contains 14648 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38666 members 
Mstep: Class 25 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637392.000000 Penalty: 53427.796875
Iteration 114Q: 26 clusters Score -6.263739e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 79256 members 
Mstep: Class 4 contains 21215 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6365 members 
Mstep: Class 7 contains 44803 members 
Mstep: Class 8 contains 4013 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 26814 members 
Mstep: Class 11 contains 68747 members 
Mstep: Class 12 contains 82813 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 14 contains 68538 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 10489 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16946 members 
Mstep: Class 20 contains 14648 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38660 members 
Mstep: Class 25 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637420.000000 Penalty: 53427.796875
Iteration 115Q: 26 clusters Score -6.263742e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 79249 members 
Mstep: Class 4 contains 21194 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6362 members 
Mstep: Class 7 contains 44803 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 26989 members 
Mstep: Class 11 contains 68712 members 
Mstep: Class 12 contains 82714 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 14 contains 68530 members 
Mstep: Class 15 contains 3734 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 10491 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16953 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38659 members 
Mstep: Class 25 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637432.000000 Penalty: 53427.796875
Iteration 116Q: 26 clusters Score -6.263743e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 79246 members 
Mstep: Class 4 contains 21179 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6364 members 
Mstep: Class 7 contains 44802 members 
Mstep: Class 8 contains 4011 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 27168 members 
Mstep: Class 11 contains 68671 members 
Mstep: Class 12 contains 82595 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 68527 members 
Mstep: Class 15 contains 3733 members 
Mstep: Class 16 contains 4690 members 
Mstep: Class 17 contains 10490 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16962 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38654 members 
Mstep: Class 25 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637476.000000 Penalty: 53427.796875
Iteration 117Q: 26 clusters Score -6.263748e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79243 members 
Mstep: Class 4 contains 21162 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 44802 members 
Mstep: Class 8 contains 4009 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 27352 members 
Mstep: Class 11 contains 68618 members 
Mstep: Class 12 contains 82491 members 
Mstep: Class 13 contains 2163 members 
Mstep: Class 14 contains 68531 members 
Mstep: Class 15 contains 3733 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 10490 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16969 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38643 members 
Mstep: Class 25 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637524.000000 Penalty: 53427.796875
Iteration 118Q: 26 clusters Score -6.263752e+07 nChanged 303
Entering ConstructFrom: 
Score: -62637524.000000 Penalty: 53427.796875
Entering ConstructFrom: 
Trying to split cluster 1 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -535140.250000 Penalty: 1359.194702
	Iteration 0F: 2 clusters Score -535140.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -531642.625000 Penalty: 2718.389404
	Iteration 0F: 3 clusters Score -531642.6 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -532585.750000 Penalty: 2718.389404
	Iteration 1F: 3 clusters Score -532585.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -532730.000000 Penalty: 2718.389404
	Iteration 2F: 3 clusters Score -532730 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -532826.125000 Penalty: 2718.389404
	Iteration 3Q: 3 clusters Score -532826.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -532906.562500 Penalty: 2718.389404
	Iteration 4Q: 3 clusters Score -532906.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -532976.000000 Penalty: 2718.389404
	Iteration 5Q: 3 clusters Score -532976 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -533045.687500 Penalty: 2718.389404
	Iteration 6Q: 3 clusters Score -533045.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -533103.062500 Penalty: 2718.389404
	Iteration 7Q: 3 clusters Score -533103.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -533160.937500 Penalty: 2718.389404
	Iteration 8Q: 3 clusters Score -533160.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -533220.125000 Penalty: 2718.389404
	Iteration 9Q: 3 clusters Score -533220.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -533307.500000 Penalty: 2718.389404
	Iteration 10Q: 3 clusters Score -533307.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -533393.625000 Penalty: 2718.389404
	Iteration 11Q: 3 clusters Score -533393.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -533486.812500 Penalty: 2718.389404
	Iteration 12Q: 3 clusters Score -533486.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -533577.312500 Penalty: 2718.389404
	Iteration 13Q: 3 clusters Score -533577.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -533661.750000 Penalty: 2718.389404
	Iteration 14Q: 3 clusters Score -533661.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -533741.687500 Penalty: 2718.389404
	Iteration 15Q: 3 clusters Score -533741.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -533799.562500 Penalty: 2718.389404
	Iteration 16Q: 3 clusters Score -533799.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -533838.562500 Penalty: 2718.389404
	Iteration 17Q: 3 clusters Score -533838.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -533862.812500 Penalty: 2718.389404
	Iteration 18Q: 3 clusters Score -533862.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -533878.750000 Penalty: 2718.389404
	Iteration 19Q: 3 clusters Score -533878.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -533895.437500 Penalty: 2718.389404
	Iteration 20F: 3 clusters Score -533895.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -533904.250000 Penalty: 2718.389404
	Iteration 21Q: 3 clusters Score -533904.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -533915.375000 Penalty: 2718.389404
	Iteration 22Q: 3 clusters Score -533915.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -533923.125000 Penalty: 2718.389404
	Iteration 23Q: 3 clusters Score -533923.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -533930.687500 Penalty: 2718.389404
	Iteration 24Q: 3 clusters Score -533930.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -533936.062500 Penalty: 2718.389404
	Iteration 25Q: 3 clusters Score -533936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -533937.875000 Penalty: 2718.389404
	Iteration 26Q: 3 clusters Score -533937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -533940.187500 Penalty: 2718.389404
	Iteration 27Q: 3 clusters Score -533940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -533942.750000 Penalty: 2718.389404
	Iteration 28Q: 3 clusters Score -533942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -533944.187500 Penalty: 2718.389404
	Iteration 29Q: 3 clusters Score -533944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -533946.187500 Penalty: 2718.389404
	Iteration 30Q: 3 clusters Score -533946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -533947.250000 Penalty: 2718.389404
	Iteration 31Q: 3 clusters Score -533947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -533949.125000 Penalty: 2718.389404
	Iteration 32Q: 3 clusters Score -533949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -533948.812500 Penalty: 2718.389404
	Iteration 33Q: 3 clusters Score -533948.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -533948.812500 Penalty: 2718.389404
	Iteration 34F: 3 clusters Score -533948.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -449760.750000 Penalty: 1336.164917
	Iteration 0F: 2 clusters Score -449760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -446549.625000 Penalty: 2672.329834
	Iteration 0F: 3 clusters Score -446549.6 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -447328.125000 Penalty: 2672.329834
	Iteration 1F: 3 clusters Score -447328.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -447472.781250 Penalty: 2672.329834
	Iteration 2F: 3 clusters Score -447472.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -447582.343750 Penalty: 2672.329834
	Iteration 3F: 3 clusters Score -447582.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -447666.312500 Penalty: 2672.329834
	Iteration 4Q: 3 clusters Score -447666.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -447730.125000 Penalty: 2672.329834
	Iteration 5Q: 3 clusters Score -447730.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -447780.687500 Penalty: 2672.329834
	Iteration 6Q: 3 clusters Score -447780.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -447821.062500 Penalty: 2672.329834
	Iteration 7Q: 3 clusters Score -447821.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -447847.656250 Penalty: 2672.329834
	Iteration 8Q: 3 clusters Score -447847.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -447866.000000 Penalty: 2672.329834
	Iteration 9Q: 3 clusters Score -447866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -447884.875000 Penalty: 2672.329834
	Iteration 10Q: 3 clusters Score -447884.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -447904.468750 Penalty: 2672.329834
	Iteration 11Q: 3 clusters Score -447904.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -447926.937500 Penalty: 2672.329834
	Iteration 12Q: 3 clusters Score -447926.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -447952.437500 Penalty: 2672.329834
	Iteration 13Q: 3 clusters Score -447952.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -447982.093750 Penalty: 2672.329834
	Iteration 14Q: 3 clusters Score -447982.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -448032.218750 Penalty: 2672.329834
	Iteration 15Q: 3 clusters Score -448032.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -448072.812500 Penalty: 2672.329834
	Iteration 16Q: 3 clusters Score -448072.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -448119.218750 Penalty: 2672.329834
	Iteration 17Q: 3 clusters Score -448119.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -448165.718750 Penalty: 2672.329834
	Iteration 18Q: 3 clusters Score -448165.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -448209.906250 Penalty: 2672.329834
	Iteration 19Q: 3 clusters Score -448209.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -448265.750000 Penalty: 2672.329834
	Iteration 20F: 3 clusters Score -448265.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -448322.218750 Penalty: 2672.329834
	Iteration 21Q: 3 clusters Score -448322.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -448373.968750 Penalty: 2672.329834
	Iteration 22Q: 3 clusters Score -448374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -448407.750000 Penalty: 2672.329834
	Iteration 23Q: 3 clusters Score -448407.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -448439.843750 Penalty: 2672.329834
	Iteration 24Q: 3 clusters Score -448439.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -448459.000000 Penalty: 2672.329834
	Iteration 25Q: 3 clusters Score -448459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -448474.343750 Penalty: 2672.329834
	Iteration 26Q: 3 clusters Score -448474.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -448490.218750 Penalty: 2672.329834
	Iteration 27Q: 3 clusters Score -448490.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -448508.062500 Penalty: 2672.329834
	Iteration 28Q: 3 clusters Score -448508.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -448518.531250 Penalty: 2672.329834
	Iteration 29Q: 3 clusters Score -448518.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -448524.406250 Penalty: 2672.329834
	Iteration 30Q: 3 clusters Score -448524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -448528.125000 Penalty: 2672.329834
	Iteration 31Q: 3 clusters Score -448528.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -448530.250000 Penalty: 2672.329834
	Iteration 32Q: 3 clusters Score -448530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -448530.843750 Penalty: 2672.329834
	Iteration 33Q: 3 clusters Score -448530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -448531.156250 Penalty: 2672.329834
	Iteration 34Q: 3 clusters Score -448531.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -448531.156250 Penalty: 2672.329834
	Iteration 35F: 3 clusters Score -448531.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (79241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Entering Unmasked Estep 
Score: -9862346.000000 Penalty: 1833.040405
	Iteration 0F: 2 clusters Score -9862346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -9812991.000000 Penalty: 3666.080811
	Iteration 0F: 3 clusters Score -9812991 nChanged 37652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -9834759.000000 Penalty: 3666.080811
	Iteration 1F: 3 clusters Score -9834759 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -9835512.000000 Penalty: 3666.080811
	Iteration 2Q: 3 clusters Score -9835512 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -9836543.000000 Penalty: 3666.080811
	Iteration 3Q: 3 clusters Score -9836543 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -9837897.000000 Penalty: 3666.080811
	Iteration 4Q: 3 clusters Score -9837897 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -9840112.000000 Penalty: 3666.080811
	Iteration 5F: 3 clusters Score -9840112 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -9843584.000000 Penalty: 3666.080811
	Iteration 6F: 3 clusters Score -9843584 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -9847995.000000 Penalty: 3666.080811
	Iteration 7F: 3 clusters Score -9847995 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67904 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -9852469.000000 Penalty: 3666.080811
	Iteration 8F: 3 clusters Score -9852469 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -9855915.000000 Penalty: 3666.080811
	Iteration 9F: 3 clusters Score -9855915 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -9858115.000000 Penalty: 3666.080811
	Iteration 10Q: 3 clusters Score -9858115 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9859289.000000 Penalty: 3666.080811
	Iteration 11Q: 3 clusters Score -9859289 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -9859994.000000 Penalty: 3666.080811
	Iteration 12Q: 3 clusters Score -9859994 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78273 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9860394.000000 Penalty: 3666.080811
	Iteration 13Q: 3 clusters Score -9860394 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9860588.000000 Penalty: 3666.080811
	Iteration 14Q: 3 clusters Score -9860588 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9860709.000000 Penalty: 3666.080811
	Iteration 15Q: 3 clusters Score -9860709 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9860786.000000 Penalty: 3666.080811
	Iteration 16Q: 3 clusters Score -9860786 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9860869.000000 Penalty: 3666.080811
	Iteration 17Q: 3 clusters Score -9860869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78792 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9860928.000000 Penalty: 3666.080811
	Iteration 18Q: 3 clusters Score -9860928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9860959.000000 Penalty: 3666.080811
	Iteration 19Q: 3 clusters Score -9860959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9860989.000000 Penalty: 3666.080811
	Iteration 20F: 3 clusters Score -9860989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9861015.000000 Penalty: 3666.080811
	Iteration 21Q: 3 clusters Score -9861015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9861044.000000 Penalty: 3666.080811
	Iteration 22Q: 3 clusters Score -9861044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9861063.000000 Penalty: 3666.080811
	Iteration 23Q: 3 clusters Score -9861063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9861070.000000 Penalty: 3666.080811
	Iteration 24Q: 3 clusters Score -9861070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78875 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9861075.000000 Penalty: 3666.080811
	Iteration 25Q: 3 clusters Score -9861075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9861085.000000 Penalty: 3666.080811
	Iteration 26Q: 3 clusters Score -9861085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9861097.000000 Penalty: 3666.080811
	Iteration 27Q: 3 clusters Score -9861097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78875 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9861109.000000 Penalty: 3666.080811
	Iteration 28Q: 3 clusters Score -9861109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9861101.000000 Penalty: 3666.080811
	Iteration 29Q: 3 clusters Score -9861101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9861101.000000 Penalty: 3666.080811
	Iteration 30Q: 3 clusters Score -9861101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9861103.000000 Penalty: 3666.080811
	Iteration 31Q: 3 clusters Score -9861103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9861104.000000 Penalty: 3666.080811
	Iteration 32Q: 3 clusters Score -9861104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9861104.000000 Penalty: 3666.080811
	Iteration 33F: 3 clusters Score -9861104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Entering Unmasked Estep 
Score: -2629842.500000 Penalty: 1618.317139
	Iteration 0F: 2 clusters Score -2629842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2615476.500000 Penalty: 3236.634277
	Iteration 0F: 3 clusters Score -2615476 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2620678.000000 Penalty: 3236.634277
	Iteration 1F: 3 clusters Score -2620678 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2620928.250000 Penalty: 3236.634277
	Iteration 2Q: 3 clusters Score -2620928 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2621177.000000 Penalty: 3236.634277
	Iteration 3Q: 3 clusters Score -2621177 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2621416.000000 Penalty: 3236.634277
	Iteration 4Q: 3 clusters Score -2621416 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2621681.500000 Penalty: 3236.634277
	Iteration 5Q: 3 clusters Score -2621682 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2622006.750000 Penalty: 3236.634277
	Iteration 6Q: 3 clusters Score -2622007 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2622434.500000 Penalty: 3236.634277
	Iteration 7Q: 3 clusters Score -2622434 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2623077.000000 Penalty: 3236.634277
	Iteration 8F: 3 clusters Score -2623077 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2623980.750000 Penalty: 3236.634277
	Iteration 9F: 3 clusters Score -2623981 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2625069.750000 Penalty: 3236.634277
	Iteration 10F: 3 clusters Score -2625070 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2626269.250000 Penalty: 3236.634277
	Iteration 11F: 3 clusters Score -2626269 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2627251.000000 Penalty: 3236.634277
	Iteration 12F: 3 clusters Score -2627251 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2627835.500000 Penalty: 3236.634277
	Iteration 13Q: 3 clusters Score -2627836 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2628138.000000 Penalty: 3236.634277
	Iteration 14Q: 3 clusters Score -2628138 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2628266.250000 Penalty: 3236.634277
	Iteration 15Q: 3 clusters Score -2628266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2628326.750000 Penalty: 3236.634277
	Iteration 16Q: 3 clusters Score -2628327 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2628382.750000 Penalty: 3236.634277
	Iteration 17Q: 3 clusters Score -2628383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2628410.750000 Penalty: 3236.634277
	Iteration 18Q: 3 clusters Score -2628411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2628445.250000 Penalty: 3236.634277
	Iteration 19Q: 3 clusters Score -2628445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2628455.750000 Penalty: 3236.634277
	Iteration 20F: 3 clusters Score -2628456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2628463.000000 Penalty: 3236.634277
	Iteration 21Q: 3 clusters Score -2628463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2628468.500000 Penalty: 3236.634277
	Iteration 22Q: 3 clusters Score -2628468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2628468.750000 Penalty: 3236.634277
	Iteration 23Q: 3 clusters Score -2628469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2628471.000000 Penalty: 3236.634277
	Iteration 24Q: 3 clusters Score -2628471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2628471.000000 Penalty: 3236.634277
	Iteration 25F: 3 clusters Score -2628471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Entering Unmasked Estep 
Score: -229021.046875 Penalty: 1225.437256
	Iteration 0F: 2 clusters Score -229021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -226997.156250 Penalty: 2450.874512
	Iteration 0F: 3 clusters Score -226997.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -227443.109375 Penalty: 2450.874512
	Iteration 1F: 3 clusters Score -227443.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -227569.000000 Penalty: 2450.874512
	Iteration 2F: 3 clusters Score -227569 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -227660.796875 Penalty: 2450.874512
	Iteration 3F: 3 clusters Score -227660.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -227710.078125 Penalty: 2450.874512
	Iteration 4Q: 3 clusters Score -227710.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -227737.593750 Penalty: 2450.874512
	Iteration 5Q: 3 clusters Score -227737.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -227766.796875 Penalty: 2450.874512
	Iteration 6Q: 3 clusters Score -227766.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -227793.125000 Penalty: 2450.874512
	Iteration 7Q: 3 clusters Score -227793.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -227810.750000 Penalty: 2450.874512
	Iteration 8Q: 3 clusters Score -227810.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -227820.343750 Penalty: 2450.874512
	Iteration 9Q: 3 clusters Score -227820.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -227830.093750 Penalty: 2450.874512
	Iteration 10Q: 3 clusters Score -227830.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -227834.734375 Penalty: 2450.874512
	Iteration 11Q: 3 clusters Score -227834.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -227837.203125 Penalty: 2450.874512
	Iteration 12Q: 3 clusters Score -227837.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -227839.875000 Penalty: 2450.874512
	Iteration 13Q: 3 clusters Score -227839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -227840.562500 Penalty: 2450.874512
	Iteration 14Q: 3 clusters Score -227840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -227841.015625 Penalty: 2450.874512
	Iteration 15Q: 3 clusters Score -227841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -227841.406250 Penalty: 2450.874512
	Iteration 16Q: 3 clusters Score -227841.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -227842.312500 Penalty: 2450.874512
	Iteration 17Q: 3 clusters Score -227842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -227842.312500 Penalty: 2450.874512
	Iteration 18F: 3 clusters Score -227842.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Entering Unmasked Estep 
Score: -753519.937500 Penalty: 1423.242065
	Iteration 0F: 2 clusters Score -753519.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -748620.562500 Penalty: 2846.484131
	Iteration 0F: 3 clusters Score -748620.6 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -750061.875000 Penalty: 2846.484131
	Iteration 1F: 3 clusters Score -750061.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -750309.812500 Penalty: 2846.484131
	Iteration 2F: 3 clusters Score -750309.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -750496.000000 Penalty: 2846.484131
	Iteration 3F: 3 clusters Score -750496 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -750654.687500 Penalty: 2846.484131
	Iteration 4Q: 3 clusters Score -750654.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -750800.937500 Penalty: 2846.484131
	Iteration 5Q: 3 clusters Score -750800.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -750956.625000 Penalty: 2846.484131
	Iteration 6Q: 3 clusters Score -750956.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -751135.375000 Penalty: 2846.484131
	Iteration 7Q: 3 clusters Score -751135.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -751292.750000 Penalty: 2846.484131
	Iteration 8Q: 3 clusters Score -751292.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -751460.625000 Penalty: 2846.484131
	Iteration 9Q: 3 clusters Score -751460.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -751644.375000 Penalty: 2846.484131
	Iteration 10Q: 3 clusters Score -751644.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -751823.125000 Penalty: 2846.484131
	Iteration 11Q: 3 clusters Score -751823.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -751953.437500 Penalty: 2846.484131
	Iteration 12Q: 3 clusters Score -751953.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -752051.812500 Penalty: 2846.484131
	Iteration 13Q: 3 clusters Score -752051.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -752125.750000 Penalty: 2846.484131
	Iteration 14Q: 3 clusters Score -752125.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -752167.187500 Penalty: 2846.484131
	Iteration 15Q: 3 clusters Score -752167.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -752188.312500 Penalty: 2846.484131
	Iteration 16Q: 3 clusters Score -752188.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -752215.250000 Penalty: 2846.484131
	Iteration 17Q: 3 clusters Score -752215.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -752237.562500 Penalty: 2846.484131
	Iteration 18Q: 3 clusters Score -752237.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -752258.812500 Penalty: 2846.484131
	Iteration 19Q: 3 clusters Score -752258.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -752272.750000 Penalty: 2846.484131
	Iteration 20F: 3 clusters Score -752272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -752281.500000 Penalty: 2846.484131
	Iteration 21Q: 3 clusters Score -752281.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -752287.000000 Penalty: 2846.484131
	Iteration 22Q: 3 clusters Score -752287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -752288.937500 Penalty: 2846.484131
	Iteration 23Q: 3 clusters Score -752288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -752289.937500 Penalty: 2846.484131
	Iteration 24Q: 3 clusters Score -752289.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -752289.937500 Penalty: 2846.484131
	Iteration 25F: 3 clusters Score -752289.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Entering Unmasked Estep 
Score: -5660756.500000 Penalty: 1740.376221
	Iteration 0F: 2 clusters Score -5660756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -5630800.500000 Penalty: 3480.752441
	Iteration 0F: 3 clusters Score -5630800 nChanged 21012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -5642903.500000 Penalty: 3480.752441
	Iteration 1F: 3 clusters Score -5642904 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -5643672.000000 Penalty: 3480.752441
	Iteration 2Q: 3 clusters Score -5643672 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -5644722.500000 Penalty: 3480.752441
	Iteration 3Q: 3 clusters Score -5644722 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -5646188.000000 Penalty: 3480.752441
	Iteration 4F: 3 clusters Score -5646188 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -5648218.000000 Penalty: 3480.752441
	Iteration 5F: 3 clusters Score -5648218 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -5650775.000000 Penalty: 3480.752441
	Iteration 6F: 3 clusters Score -5650775 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -5653590.000000 Penalty: 3480.752441
	Iteration 7F: 3 clusters Score -5653590 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -5656140.000000 Penalty: 3480.752441
	Iteration 8F: 3 clusters Score -5656140 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5657762.000000 Penalty: 3480.752441
	Iteration 9Q: 3 clusters Score -5657762 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5658474.000000 Penalty: 3480.752441
	Iteration 10Q: 3 clusters Score -5658474 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5658840.500000 Penalty: 3480.752441
	Iteration 11Q: 3 clusters Score -5658840 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5659008.500000 Penalty: 3480.752441
	Iteration 12Q: 3 clusters Score -5659008 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5659095.500000 Penalty: 3480.752441
	Iteration 13Q: 3 clusters Score -5659096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5659136.000000 Penalty: 3480.752441
	Iteration 14Q: 3 clusters Score -5659136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5659160.000000 Penalty: 3480.752441
	Iteration 15Q: 3 clusters Score -5659160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5659178.500000 Penalty: 3480.752441
	Iteration 16Q: 3 clusters Score -5659178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5659196.500000 Penalty: 3480.752441
	Iteration 17Q: 3 clusters Score -5659196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5659201.000000 Penalty: 3480.752441
	Iteration 18Q: 3 clusters Score -5659201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5659214.500000 Penalty: 3480.752441
	Iteration 19Q: 3 clusters Score -5659214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5659225.500000 Penalty: 3480.752441
	Iteration 20F: 3 clusters Score -5659226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5659227.500000 Penalty: 3480.752441
	Iteration 21Q: 3 clusters Score -5659228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5659237.500000 Penalty: 3480.752441
	Iteration 22Q: 3 clusters Score -5659238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5659234.000000 Penalty: 3480.752441
	Iteration 23Q: 3 clusters Score -5659234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5659234.000000 Penalty: 3480.752441
	Iteration 24Q: 3 clusters Score -5659234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5659238.000000 Penalty: 3480.752441
	Iteration 25Q: 3 clusters Score -5659238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5659243.000000 Penalty: 3480.752441
	Iteration 26Q: 3 clusters Score -5659243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5659243.000000 Penalty: 3480.752441
	Iteration 27F: 3 clusters Score -5659243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Entering Unmasked Estep 
Score: -470581.156250 Penalty: 1347.945435
	Iteration 0F: 2 clusters Score -470581.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -467244.031250 Penalty: 2695.890869
	Iteration 0F: 3 clusters Score -467244 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -468174.562500 Penalty: 2695.890869
	Iteration 1F: 3 clusters Score -468174.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -468490.281250 Penalty: 2695.890869
	Iteration 2F: 3 clusters Score -468490.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -468755.468750 Penalty: 2695.890869
	Iteration 3F: 3 clusters Score -468755.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -468931.562500 Penalty: 2695.890869
	Iteration 4F: 3 clusters Score -468931.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -469082.562500 Penalty: 2695.890869
	Iteration 5F: 3 clusters Score -469082.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -469204.593750 Penalty: 2695.890869
	Iteration 6Q: 3 clusters Score -469204.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -469276.750000 Penalty: 2695.890869
	Iteration 7Q: 3 clusters Score -469276.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -469333.312500 Penalty: 2695.890869
	Iteration 8Q: 3 clusters Score -469333.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -469382.187500 Penalty: 2695.890869
	Iteration 9Q: 3 clusters Score -469382.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -469411.093750 Penalty: 2695.890869
	Iteration 10Q: 3 clusters Score -469411.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -469439.375000 Penalty: 2695.890869
	Iteration 11Q: 3 clusters Score -469439.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -469458.843750 Penalty: 2695.890869
	Iteration 12Q: 3 clusters Score -469458.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -469481.312500 Penalty: 2695.890869
	Iteration 13Q: 3 clusters Score -469481.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -469500.718750 Penalty: 2695.890869
	Iteration 14Q: 3 clusters Score -469500.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -469518.562500 Penalty: 2695.890869
	Iteration 15Q: 3 clusters Score -469518.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -469532.062500 Penalty: 2695.890869
	Iteration 16Q: 3 clusters Score -469532.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -469545.218750 Penalty: 2695.890869
	Iteration 17Q: 3 clusters Score -469545.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -469551.093750 Penalty: 2695.890869
	Iteration 18Q: 3 clusters Score -469551.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -469557.531250 Penalty: 2695.890869
	Iteration 19Q: 3 clusters Score -469557.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -469562.906250 Penalty: 2695.890869
	Iteration 20F: 3 clusters Score -469562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -469565.250000 Penalty: 2695.890869
	Iteration 21Q: 3 clusters Score -469565.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -469571.468750 Penalty: 2695.890869
	Iteration 22Q: 3 clusters Score -469571.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -469580.875000 Penalty: 2695.890869
	Iteration 23Q: 3 clusters Score -469580.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -469588.750000 Penalty: 2695.890869
	Iteration 24Q: 3 clusters Score -469588.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -469593.531250 Penalty: 2695.890869
	Iteration 25Q: 3 clusters Score -469593.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -469599.343750 Penalty: 2695.890869
	Iteration 26Q: 3 clusters Score -469599.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -469606.125000 Penalty: 2695.890869
	Iteration 27Q: 3 clusters Score -469606.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -469609.281250 Penalty: 2695.890869
	Iteration 28Q: 3 clusters Score -469609.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -469613.093750 Penalty: 2695.890869
	Iteration 29Q: 3 clusters Score -469613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -469616.718750 Penalty: 2695.890869
	Iteration 30Q: 3 clusters Score -469616.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -469620.500000 Penalty: 2695.890869
	Iteration 31Q: 3 clusters Score -469620.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -469621.031250 Penalty: 2695.890869
	Iteration 32Q: 3 clusters Score -469621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -469622.187500 Penalty: 2695.890869
	Iteration 33Q: 3 clusters Score -469622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -469622.687500 Penalty: 2695.890869
	Iteration 34Q: 3 clusters Score -469622.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -469625.843750 Penalty: 2695.890869
	Iteration 35Q: 3 clusters Score -469625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -469627.875000 Penalty: 2695.890869
	Iteration 36Q: 3 clusters Score -469627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -469628.968750 Penalty: 2695.890869
	Iteration 37Q: 3 clusters Score -469629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -469629.468750 Penalty: 2695.890869
	Iteration 38Q: 3 clusters Score -469629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -469629.875000 Penalty: 2695.890869
	Iteration 39Q: 3 clusters Score -469629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -469630.125000 Penalty: 2695.890869
	Iteration 40F: 3 clusters Score -469630.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -469631.937500 Penalty: 2695.890869
	Iteration 41Q: 3 clusters Score -469631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -469632.687500 Penalty: 2695.890869
	Iteration 42Q: 3 clusters Score -469632.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -469632.656250 Penalty: 2695.890869
	Iteration 43Q: 3 clusters Score -469632.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -469632.656250 Penalty: 2695.890869
	Iteration 44F: 3 clusters Score -469632.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -284714.812500 Penalty: 1272.120972
	Iteration 0F: 2 clusters Score -284714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -282324.750000 Penalty: 2544.241943
	Iteration 0F: 3 clusters Score -282324.8 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -282862.843750 Penalty: 2544.241943
	Iteration 1F: 3 clusters Score -282862.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -282972.250000 Penalty: 2544.241943
	Iteration 2F: 3 clusters Score -282972.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -283044.343750 Penalty: 2544.241943
	Iteration 3Q: 3 clusters Score -283044.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -283115.968750 Penalty: 2544.241943
	Iteration 4Q: 3 clusters Score -283116 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -283201.187500 Penalty: 2544.241943
	Iteration 5Q: 3 clusters Score -283201.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -283269.781250 Penalty: 2544.241943
	Iteration 6Q: 3 clusters Score -283269.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -283331.156250 Penalty: 2544.241943
	Iteration 7Q: 3 clusters Score -283331.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -283380.656250 Penalty: 2544.241943
	Iteration 8Q: 3 clusters Score -283380.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -283417.031250 Penalty: 2544.241943
	Iteration 9Q: 3 clusters Score -283417 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -283454.843750 Penalty: 2544.241943
	Iteration 10Q: 3 clusters Score -283454.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -283487.250000 Penalty: 2544.241943
	Iteration 11Q: 3 clusters Score -283487.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -283518.250000 Penalty: 2544.241943
	Iteration 12Q: 3 clusters Score -283518.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -283549.437500 Penalty: 2544.241943
	Iteration 13Q: 3 clusters Score -283549.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -283578.187500 Penalty: 2544.241943
	Iteration 14Q: 3 clusters Score -283578.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -283615.812500 Penalty: 2544.241943
	Iteration 15Q: 3 clusters Score -283615.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -283655.750000 Penalty: 2544.241943
	Iteration 16Q: 3 clusters Score -283655.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -283703.593750 Penalty: 2544.241943
	Iteration 17Q: 3 clusters Score -283703.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283735.375000 Penalty: 2544.241943
	Iteration 18Q: 3 clusters Score -283735.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -283755.343750 Penalty: 2544.241943
	Iteration 19Q: 3 clusters Score -283755.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -283774.656250 Penalty: 2544.241943
	Iteration 20F: 3 clusters Score -283774.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -283792.968750 Penalty: 2544.241943
	Iteration 21Q: 3 clusters Score -283793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283805.875000 Penalty: 2544.241943
	Iteration 22Q: 3 clusters Score -283805.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -283828.625000 Penalty: 2544.241943
	Iteration 23Q: 3 clusters Score -283828.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -283851.968750 Penalty: 2544.241943
	Iteration 24Q: 3 clusters Score -283852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -283868.062500 Penalty: 2544.241943
	Iteration 25Q: 3 clusters Score -283868.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -283879.375000 Penalty: 2544.241943
	Iteration 26Q: 3 clusters Score -283879.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -283889.687500 Penalty: 2544.241943
	Iteration 27Q: 3 clusters Score -283889.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -283896.468750 Penalty: 2544.241943
	Iteration 28Q: 3 clusters Score -283896.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -283899.500000 Penalty: 2544.241943
	Iteration 29Q: 3 clusters Score -283899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -283901.625000 Penalty: 2544.241943
	Iteration 30Q: 3 clusters Score -283901.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -283906.281250 Penalty: 2544.241943
	Iteration 31Q: 3 clusters Score -283906.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -283908.500000 Penalty: 2544.241943
	Iteration 32Q: 3 clusters Score -283908.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -283911.562500 Penalty: 2544.241943
	Iteration 33Q: 3 clusters Score -283911.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -283912.843750 Penalty: 2544.241943
	Iteration 34Q: 3 clusters Score -283912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -283912.406250 Penalty: 2544.241943
	Iteration 35Q: 3 clusters Score -283912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -283912.656250 Penalty: 2544.241943
	Iteration 36Q: 3 clusters Score -283912.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -283912.656250 Penalty: 2544.241943
	Iteration 37F: 3 clusters Score -283912.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Entering Unmasked Estep 
Score: -3431018.250000 Penalty: 1661.224854
	Iteration 0F: 2 clusters Score -3431018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3412340.000000 Penalty: 3322.449707
	Iteration 0F: 3 clusters Score -3412340 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3419446.500000 Penalty: 3322.449707
	Iteration 1F: 3 clusters Score -3419446 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3419864.750000 Penalty: 3322.449707
	Iteration 2Q: 3 clusters Score -3419865 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3420329.000000 Penalty: 3322.449707
	Iteration 3Q: 3 clusters Score -3420329 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -3420952.250000 Penalty: 3322.449707
	Iteration 4F: 3 clusters Score -3420952 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -3421713.000000 Penalty: 3322.449707
	Iteration 5F: 3 clusters Score -3421713 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3422670.000000 Penalty: 3322.449707
	Iteration 6F: 3 clusters Score -3422670 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3423953.500000 Penalty: 3322.449707
	Iteration 7F: 3 clusters Score -3423954 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -3425373.000000 Penalty: 3322.449707
	Iteration 8F: 3 clusters Score -3425373 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3426674.250000 Penalty: 3322.449707
	Iteration 9F: 3 clusters Score -3426674 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3427580.500000 Penalty: 3322.449707
	Iteration 10Q: 3 clusters Score -3427580 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3428220.750000 Penalty: 3322.449707
	Iteration 11Q: 3 clusters Score -3428221 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3428647.750000 Penalty: 3322.449707
	Iteration 12Q: 3 clusters Score -3428648 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3428990.750000 Penalty: 3322.449707
	Iteration 13Q: 3 clusters Score -3428991 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3429190.250000 Penalty: 3322.449707
	Iteration 14Q: 3 clusters Score -3429190 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -3429396.000000 Penalty: 3322.449707
	Iteration 15Q: 3 clusters Score -3429396 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3429567.500000 Penalty: 3322.449707
	Iteration 16Q: 3 clusters Score -3429568 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3429656.250000 Penalty: 3322.449707
	Iteration 17Q: 3 clusters Score -3429656 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3429727.500000 Penalty: 3322.449707
	Iteration 18Q: 3 clusters Score -3429728 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3429808.250000 Penalty: 3322.449707
	Iteration 19Q: 3 clusters Score -3429808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3429847.500000 Penalty: 3322.449707
	Iteration 20F: 3 clusters Score -3429848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3429879.500000 Penalty: 3322.449707
	Iteration 21Q: 3 clusters Score -3429880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3429900.500000 Penalty: 3322.449707
	Iteration 22Q: 3 clusters Score -3429900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3429902.500000 Penalty: 3322.449707
	Iteration 23Q: 3 clusters Score -3429902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3429924.000000 Penalty: 3322.449707
	Iteration 24Q: 3 clusters Score -3429924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -3429929.000000 Penalty: 3322.449707
	Iteration 25Q: 3 clusters Score -3429929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -3429938.750000 Penalty: 3322.449707
	Iteration 26Q: 3 clusters Score -3429939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -3429950.000000 Penalty: 3322.449707
	Iteration 27Q: 3 clusters Score -3429950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -3429959.000000 Penalty: 3322.449707
	Iteration 28Q: 3 clusters Score -3429959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3429961.750000 Penalty: 3322.449707
	Iteration 29Q: 3 clusters Score -3429962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3429959.250000 Penalty: 3322.449707
	Iteration 30Q: 3 clusters Score -3429959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -3429962.500000 Penalty: 3322.449707
	Iteration 31Q: 3 clusters Score -3429962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3429964.250000 Penalty: 3322.449707
	Iteration 32Q: 3 clusters Score -3429964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3429962.000000 Penalty: 3322.449707
	Iteration 33Q: 3 clusters Score -3429962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -3429964.250000 Penalty: 3322.449707
	Iteration 34Q: 3 clusters Score -3429964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3429964.250000 Penalty: 3322.449707
	Iteration 35Q: 3 clusters Score -3429964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3429965.750000 Penalty: 3322.449707
	Iteration 36Q: 3 clusters Score -3429966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3429965.750000 Penalty: 3322.449707
	Iteration 37Q: 3 clusters Score -3429966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3429965.750000 Penalty: 3322.449707
	Iteration 38F: 3 clusters Score -3429966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Entering Unmasked Estep 
Score: -8498350.000000 Penalty: 1809.548462
	Iteration 0F: 2 clusters Score -8498350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -8454288.000000 Penalty: 3619.096924
	Iteration 0F: 3 clusters Score -8454288 nChanged 32529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -8472683.000000 Penalty: 3619.096924
	Iteration 1F: 3 clusters Score -8472683 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -8473257.000000 Penalty: 3619.096924
	Iteration 2Q: 3 clusters Score -8473257 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -8473990.000000 Penalty: 3619.096924
	Iteration 3Q: 3 clusters Score -8473990 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -8474979.000000 Penalty: 3619.096924
	Iteration 4Q: 3 clusters Score -8474979 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -8476682.000000 Penalty: 3619.096924
	Iteration 5Q: 3 clusters Score -8476682 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -8479475.000000 Penalty: 3619.096924
	Iteration 6F: 3 clusters Score -8479475 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -8483177.000000 Penalty: 3619.096924
	Iteration 7F: 3 clusters Score -8483177 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -8487280.000000 Penalty: 3619.096924
	Iteration 8F: 3 clusters Score -8487280 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -8490762.000000 Penalty: 3619.096924
	Iteration 9F: 3 clusters Score -8490762 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -8493202.000000 Penalty: 3619.096924
	Iteration 10Q: 3 clusters Score -8493202 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -8494722.000000 Penalty: 3619.096924
	Iteration 11Q: 3 clusters Score -8494722 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -8495566.000000 Penalty: 3619.096924
	Iteration 12Q: 3 clusters Score -8495566 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -8496025.000000 Penalty: 3619.096924
	Iteration 13Q: 3 clusters Score -8496025 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -8496242.000000 Penalty: 3619.096924
	Iteration 14Q: 3 clusters Score -8496242 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 67842 members 
Entering Unmasked Estep 
Score: -8496386.000000 Penalty: 3619.096924
	Iteration 15Q: 3 clusters Score -8496386 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -8496493.000000 Penalty: 3619.096924
	Iteration 16Q: 3 clusters Score -8496493 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -8496576.000000 Penalty: 3619.096924
	Iteration 17Q: 3 clusters Score -8496576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -8496614.000000 Penalty: 3619.096924
	Iteration 18Q: 3 clusters Score -8496614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -8496643.000000 Penalty: 3619.096924
	Iteration 19Q: 3 clusters Score -8496643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -8496664.000000 Penalty: 3619.096924
	Iteration 20F: 3 clusters Score -8496664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 68176 members 
Entering Unmasked Estep 
Score: -8496675.000000 Penalty: 3619.096924
	Iteration 21Q: 3 clusters Score -8496675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -8496694.000000 Penalty: 3619.096924
	Iteration 22Q: 3 clusters Score -8496694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -8496705.000000 Penalty: 3619.096924
	Iteration 23Q: 3 clusters Score -8496705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -8496713.000000 Penalty: 3619.096924
	Iteration 24Q: 3 clusters Score -8496713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -8496720.000000 Penalty: 3619.096924
	Iteration 25Q: 3 clusters Score -8496720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -8496735.000000 Penalty: 3619.096924
	Iteration 26Q: 3 clusters Score -8496735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -8496743.000000 Penalty: 3619.096924
	Iteration 27Q: 3 clusters Score -8496743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -8496750.000000 Penalty: 3619.096924
	Iteration 28Q: 3 clusters Score -8496750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -8496757.000000 Penalty: 3619.096924
	Iteration 29Q: 3 clusters Score -8496757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -8496771.000000 Penalty: 3619.096924
	Iteration 30Q: 3 clusters Score -8496771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -8496784.000000 Penalty: 3619.096924
	Iteration 31Q: 3 clusters Score -8496784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -8496783.000000 Penalty: 3619.096924
	Iteration 32Q: 3 clusters Score -8496783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -8496791.000000 Penalty: 3619.096924
	Iteration 33Q: 3 clusters Score -8496791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -8496790.000000 Penalty: 3619.096924
	Iteration 34Q: 3 clusters Score -8496790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -8496794.000000 Penalty: 3619.096924
	Iteration 35Q: 3 clusters Score -8496794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -8496794.000000 Penalty: 3619.096924
	Iteration 36F: 3 clusters Score -8496794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (82399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Entering Unmasked Estep 
Score: -10233946.000000 Penalty: 1839.390869
	Iteration 0F: 2 clusters Score -1.023395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -10184073.000000 Penalty: 3678.781738
	Iteration 0F: 3 clusters Score -1.018407e+07 nChanged 39323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -10206807.000000 Penalty: 3678.781738
	Iteration 1F: 3 clusters Score -1.020681e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -10207367.000000 Penalty: 3678.781738
	Iteration 2Q: 3 clusters Score -1.020737e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -10207964.000000 Penalty: 3678.781738
	Iteration 3Q: 3 clusters Score -1.020796e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -10208621.000000 Penalty: 3678.781738
	Iteration 4Q: 3 clusters Score -1.020862e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -10209452.000000 Penalty: 3678.781738
	Iteration 5Q: 3 clusters Score -1.020945e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -10210651.000000 Penalty: 3678.781738
	Iteration 6Q: 3 clusters Score -1.021065e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -10212438.000000 Penalty: 3678.781738
	Iteration 7Q: 3 clusters Score -1.021244e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -10215401.000000 Penalty: 3678.781738
	Iteration 8F: 3 clusters Score -1.02154e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -10219859.000000 Penalty: 3678.781738
	Iteration 9F: 3 clusters Score -1.021986e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -10224792.000000 Penalty: 3678.781738
	Iteration 10F: 3 clusters Score -1.022479e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -10227939.000000 Penalty: 3678.781738
	Iteration 11F: 3 clusters Score -1.022794e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -10229423.000000 Penalty: 3678.781738
	Iteration 12Q: 3 clusters Score -1.022942e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -10230327.000000 Penalty: 3678.781738
	Iteration 13Q: 3 clusters Score -1.023033e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -10230943.000000 Penalty: 3678.781738
	Iteration 14Q: 3 clusters Score -1.023094e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -10231431.000000 Penalty: 3678.781738
	Iteration 15Q: 3 clusters Score -1.023143e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -10231864.000000 Penalty: 3678.781738
	Iteration 16Q: 3 clusters Score -1.023186e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -10232170.000000 Penalty: 3678.781738
	Iteration 17Q: 3 clusters Score -1.023217e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -10232404.000000 Penalty: 3678.781738
	Iteration 18Q: 3 clusters Score -1.02324e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -10232609.000000 Penalty: 3678.781738
	Iteration 19Q: 3 clusters Score -1.023261e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -10232722.000000 Penalty: 3678.781738
	Iteration 20F: 3 clusters Score -1.023272e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -10232767.000000 Penalty: 3678.781738
	Iteration 21Q: 3 clusters Score -1.023277e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -10232796.000000 Penalty: 3678.781738
	Iteration 22Q: 3 clusters Score -1.02328e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -10232841.000000 Penalty: 3678.781738
	Iteration 23Q: 3 clusters Score -1.023284e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -10232929.000000 Penalty: 3678.781738
	Iteration 24Q: 3 clusters Score -1.023293e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -10232958.000000 Penalty: 3678.781738
	Iteration 25Q: 3 clusters Score -1.023296e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -10232983.000000 Penalty: 3678.781738
	Iteration 26Q: 3 clusters Score -1.023298e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -10233021.000000 Penalty: 3678.781738
	Iteration 27Q: 3 clusters Score -1.023302e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -10233017.000000 Penalty: 3678.781738
	Iteration 28Q: 3 clusters Score -1.023302e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -10232998.000000 Penalty: 3678.781738
	Iteration 29Q: 3 clusters Score -1.0233e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -10233015.000000 Penalty: 3678.781738
	Iteration 30Q: 3 clusters Score -1.023302e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -10233026.000000 Penalty: 3678.781738
	Iteration 31Q: 3 clusters Score -1.023303e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -10233017.000000 Penalty: 3678.781738
	Iteration 32Q: 3 clusters Score -1.023302e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -10233055.000000 Penalty: 3678.781738
	Iteration 33Q: 3 clusters Score -1.023306e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -10233081.000000 Penalty: 3678.781738
	Iteration 34Q: 3 clusters Score -1.023308e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -10233055.000000 Penalty: 3678.781738
	Iteration 35Q: 3 clusters Score -1.023306e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -10233063.000000 Penalty: 3678.781738
	Iteration 36Q: 3 clusters Score -1.023306e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -10233047.000000 Penalty: 3678.781738
	Iteration 37Q: 3 clusters Score -1.023305e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -10233025.000000 Penalty: 3678.781738
	Iteration 38Q: 3 clusters Score -1.023302e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -10233036.000000 Penalty: 3678.781738
	Iteration 39Q: 3 clusters Score -1.023304e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -10233042.000000 Penalty: 3678.781738
	Iteration 40F: 3 clusters Score -1.023304e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -10232999.000000 Penalty: 3678.781738
	Iteration 41Q: 3 clusters Score -1.0233e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -10232976.000000 Penalty: 3678.781738
	Iteration 42Q: 3 clusters Score -1.023298e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -10232969.000000 Penalty: 3678.781738
	Iteration 43Q: 3 clusters Score -1.023297e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -10232963.000000 Penalty: 3678.781738
	Iteration 44Q: 3 clusters Score -1.023296e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -10232986.000000 Penalty: 3678.781738
	Iteration 45Q: 3 clusters Score -1.023299e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -10232976.000000 Penalty: 3678.781738
	Iteration 46Q: 3 clusters Score -1.023298e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -10232951.000000 Penalty: 3678.781738
	Iteration 47Q: 3 clusters Score -1.023295e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -10232938.000000 Penalty: 3678.781738
	Iteration 48Q: 3 clusters Score -1.023294e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -10232913.000000 Penalty: 3678.781738
	Iteration 49Q: 3 clusters Score -1.023291e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -10232913.000000 Penalty: 3678.781738
	Iteration 50Q: 3 clusters Score -1.023291e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -10232906.000000 Penalty: 3678.781738
	Iteration 51Q: 3 clusters Score -1.023291e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -10232878.000000 Penalty: 3678.781738
	Iteration 52Q: 3 clusters Score -1.023288e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -10232846.000000 Penalty: 3678.781738
	Iteration 53Q: 3 clusters Score -1.023285e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65011 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -10232862.000000 Penalty: 3678.781738
	Iteration 54Q: 3 clusters Score -1.023286e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -10232880.000000 Penalty: 3678.781738
	Iteration 55Q: 3 clusters Score -1.023288e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -10232850.000000 Penalty: 3678.781738
	Iteration 56Q: 3 clusters Score -1.023285e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -10232823.000000 Penalty: 3678.781738
	Iteration 57Q: 3 clusters Score -1.023282e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -10232766.000000 Penalty: 3678.781738
	Iteration 58Q: 3 clusters Score -1.023277e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -10232760.000000 Penalty: 3678.781738
	Iteration 59Q: 3 clusters Score -1.023276e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -10232747.000000 Penalty: 3678.781738
	Iteration 60F: 3 clusters Score -1.023275e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -10232743.000000 Penalty: 3678.781738
	Iteration 61Q: 3 clusters Score -1.023274e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -10232756.000000 Penalty: 3678.781738
	Iteration 62Q: 3 clusters Score -1.023276e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -10232743.000000 Penalty: 3678.781738
	Iteration 63Q: 3 clusters Score -1.023274e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -10232732.000000 Penalty: 3678.781738
	Iteration 64Q: 3 clusters Score -1.023273e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66930 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -10232718.000000 Penalty: 3678.781738
	Iteration 65Q: 3 clusters Score -1.023272e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -10232693.000000 Penalty: 3678.781738
	Iteration 66Q: 3 clusters Score -1.023269e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67245 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -10232693.000000 Penalty: 3678.781738
	Iteration 67Q: 3 clusters Score -1.023269e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -10232671.000000 Penalty: 3678.781738
	Iteration 68Q: 3 clusters Score -1.023267e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -10232683.000000 Penalty: 3678.781738
	Iteration 69Q: 3 clusters Score -1.023268e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -10232664.000000 Penalty: 3678.781738
	Iteration 70Q: 3 clusters Score -1.023266e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -10232650.000000 Penalty: 3678.781738
	Iteration 71Q: 3 clusters Score -1.023265e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -10232641.000000 Penalty: 3678.781738
	Iteration 72Q: 3 clusters Score -1.023264e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -10232604.000000 Penalty: 3678.781738
	Iteration 73Q: 3 clusters Score -1.02326e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -10232609.000000 Penalty: 3678.781738
	Iteration 74Q: 3 clusters Score -1.023261e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -10232619.000000 Penalty: 3678.781738
	Iteration 75Q: 3 clusters Score -1.023262e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -10232604.000000 Penalty: 3678.781738
	Iteration 76Q: 3 clusters Score -1.02326e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -10232613.000000 Penalty: 3678.781738
	Iteration 77Q: 3 clusters Score -1.023261e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68879 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -10232592.000000 Penalty: 3678.781738
	Iteration 78Q: 3 clusters Score -1.023259e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -10232598.000000 Penalty: 3678.781738
	Iteration 79Q: 3 clusters Score -1.02326e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -10232620.000000 Penalty: 3678.781738
	Iteration 80F: 3 clusters Score -1.023262e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -10232601.000000 Penalty: 3678.781738
	Iteration 81Q: 3 clusters Score -1.02326e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -10232598.000000 Penalty: 3678.781738
	Iteration 82Q: 3 clusters Score -1.02326e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -10232594.000000 Penalty: 3678.781738
	Iteration 83Q: 3 clusters Score -1.023259e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -10232565.000000 Penalty: 3678.781738
	Iteration 84Q: 3 clusters Score -1.023256e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -10232546.000000 Penalty: 3678.781738
	Iteration 85Q: 3 clusters Score -1.023255e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -10232560.000000 Penalty: 3678.781738
	Iteration 86Q: 3 clusters Score -1.023256e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70057 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -10232550.000000 Penalty: 3678.781738
	Iteration 87Q: 3 clusters Score -1.023255e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -10232546.000000 Penalty: 3678.781738
	Iteration 88Q: 3 clusters Score -1.023255e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -10232538.000000 Penalty: 3678.781738
	Iteration 89Q: 3 clusters Score -1.023254e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -10232514.000000 Penalty: 3678.781738
	Iteration 90Q: 3 clusters Score -1.023251e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70377 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -10232537.000000 Penalty: 3678.781738
	Iteration 91Q: 3 clusters Score -1.023254e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -10232521.000000 Penalty: 3678.781738
	Iteration 92Q: 3 clusters Score -1.023252e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -10232481.000000 Penalty: 3678.781738
	Iteration 93Q: 3 clusters Score -1.023248e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -10232466.000000 Penalty: 3678.781738
	Iteration 94Q: 3 clusters Score -1.023247e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -10232465.000000 Penalty: 3678.781738
	Iteration 95Q: 3 clusters Score -1.023246e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -10232442.000000 Penalty: 3678.781738
	Iteration 96Q: 3 clusters Score -1.023244e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -10232440.000000 Penalty: 3678.781738
	Iteration 97Q: 3 clusters Score -1.023244e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -10232440.000000 Penalty: 3678.781738
	Iteration 98Q: 3 clusters Score -1.023244e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -10232427.000000 Penalty: 3678.781738
	Iteration 99Q: 3 clusters Score -1.023243e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -10232421.000000 Penalty: 3678.781738
	Iteration 100F: 3 clusters Score -1.023242e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -10232413.000000 Penalty: 3678.781738
	Iteration 101Q: 3 clusters Score -1.023241e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -10232389.000000 Penalty: 3678.781738
	Iteration 102Q: 3 clusters Score -1.023239e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71373 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -10232394.000000 Penalty: 3678.781738
	Iteration 103Q: 3 clusters Score -1.023239e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71466 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -10232395.000000 Penalty: 3678.781738
	Iteration 104Q: 3 clusters Score -1.02324e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71541 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -10232407.000000 Penalty: 3678.781738
	Iteration 105Q: 3 clusters Score -1.023241e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -10232392.000000 Penalty: 3678.781738
	Iteration 106Q: 3 clusters Score -1.023239e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -10232395.000000 Penalty: 3678.781738
	Iteration 107Q: 3 clusters Score -1.02324e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -10232407.000000 Penalty: 3678.781738
	Iteration 108Q: 3 clusters Score -1.023241e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -10232409.000000 Penalty: 3678.781738
	Iteration 109Q: 3 clusters Score -1.023241e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72039 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -10232422.000000 Penalty: 3678.781738
	Iteration 110Q: 3 clusters Score -1.023242e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72154 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -10232407.000000 Penalty: 3678.781738
	Iteration 111Q: 3 clusters Score -1.023241e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -10232366.000000 Penalty: 3678.781738
	Iteration 112Q: 3 clusters Score -1.023237e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72378 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -10232354.000000 Penalty: 3678.781738
	Iteration 113Q: 3 clusters Score -1.023235e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72474 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -10232336.000000 Penalty: 3678.781738
	Iteration 114Q: 3 clusters Score -1.023234e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -10232330.000000 Penalty: 3678.781738
	Iteration 115Q: 3 clusters Score -1.023233e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -10232333.000000 Penalty: 3678.781738
	Iteration 116Q: 3 clusters Score -1.023233e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -10232315.000000 Penalty: 3678.781738
	Iteration 117Q: 3 clusters Score -1.023232e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -10232322.000000 Penalty: 3678.781738
	Iteration 118Q: 3 clusters Score -1.023232e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -10232328.000000 Penalty: 3678.781738
	Iteration 119Q: 3 clusters Score -1.023233e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -10232363.000000 Penalty: 3678.781738
	Iteration 120F: 3 clusters Score -1.023236e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -10232359.000000 Penalty: 3678.781738
	Iteration 121Q: 3 clusters Score -1.023236e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -10232358.000000 Penalty: 3678.781738
	Iteration 122Q: 3 clusters Score -1.023236e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73817 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -10232377.000000 Penalty: 3678.781738
	Iteration 123Q: 3 clusters Score -1.023238e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -10232353.000000 Penalty: 3678.781738
	Iteration 124Q: 3 clusters Score -1.023235e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -10232350.000000 Penalty: 3678.781738
	Iteration 125Q: 3 clusters Score -1.023235e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74313 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -10232368.000000 Penalty: 3678.781738
	Iteration 126Q: 3 clusters Score -1.023237e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -10232378.000000 Penalty: 3678.781738
	Iteration 127Q: 3 clusters Score -1.023238e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -10232352.000000 Penalty: 3678.781738
	Iteration 128Q: 3 clusters Score -1.023235e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -10232354.000000 Penalty: 3678.781738
	Iteration 129Q: 3 clusters Score -1.023235e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74838 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -10232368.000000 Penalty: 3678.781738
	Iteration 130Q: 3 clusters Score -1.023237e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74993 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -10232356.000000 Penalty: 3678.781738
	Iteration 131Q: 3 clusters Score -1.023236e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -10232345.000000 Penalty: 3678.781738
	Iteration 132Q: 3 clusters Score -1.023234e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -10232327.000000 Penalty: 3678.781738
	Iteration 133Q: 3 clusters Score -1.023233e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -10232330.000000 Penalty: 3678.781738
	Iteration 134Q: 3 clusters Score -1.023233e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -10232341.000000 Penalty: 3678.781738
	Iteration 135Q: 3 clusters Score -1.023234e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -10232341.000000 Penalty: 3678.781738
	Iteration 136Q: 3 clusters Score -1.023234e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -10232316.000000 Penalty: 3678.781738
	Iteration 137Q: 3 clusters Score -1.023232e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -10232295.000000 Penalty: 3678.781738
	Iteration 138Q: 3 clusters Score -1.02323e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -10232291.000000 Penalty: 3678.781738
	Iteration 139Q: 3 clusters Score -1.023229e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -10232289.000000 Penalty: 3678.781738
	Iteration 140F: 3 clusters Score -1.023229e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -10232299.000000 Penalty: 3678.781738
	Iteration 141Q: 3 clusters Score -1.02323e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -10232293.000000 Penalty: 3678.781738
	Iteration 142Q: 3 clusters Score -1.023229e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -10232300.000000 Penalty: 3678.781738
	Iteration 143Q: 3 clusters Score -1.02323e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -10232284.000000 Penalty: 3678.781738
	Iteration 144Q: 3 clusters Score -1.023228e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76920 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -10232282.000000 Penalty: 3678.781738
	Iteration 145Q: 3 clusters Score -1.023228e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -10232281.000000 Penalty: 3678.781738
	Iteration 146Q: 3 clusters Score -1.023228e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -10232284.000000 Penalty: 3678.781738
	Iteration 147Q: 3 clusters Score -1.023228e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -10232269.000000 Penalty: 3678.781738
	Iteration 148Q: 3 clusters Score -1.023227e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -10232292.000000 Penalty: 3678.781738
	Iteration 149Q: 3 clusters Score -1.023229e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -10232273.000000 Penalty: 3678.781738
	Iteration 150Q: 3 clusters Score -1.023227e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -10232276.000000 Penalty: 3678.781738
	Iteration 151Q: 3 clusters Score -1.023228e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77531 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -10232282.000000 Penalty: 3678.781738
	Iteration 152Q: 3 clusters Score -1.023228e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -10232280.000000 Penalty: 3678.781738
	Iteration 153Q: 3 clusters Score -1.023228e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77713 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -10232296.000000 Penalty: 3678.781738
	Iteration 154Q: 3 clusters Score -1.02323e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -10232290.000000 Penalty: 3678.781738
	Iteration 155Q: 3 clusters Score -1.023229e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -10232291.000000 Penalty: 3678.781738
	Iteration 156Q: 3 clusters Score -1.023229e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77961 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -10232288.000000 Penalty: 3678.781738
	Iteration 157Q: 3 clusters Score -1.023229e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -10232305.000000 Penalty: 3678.781738
	Iteration 158Q: 3 clusters Score -1.02323e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -10232325.000000 Penalty: 3678.781738
	Iteration 159Q: 3 clusters Score -1.023232e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -10232341.000000 Penalty: 3678.781738
	Iteration 160F: 3 clusters Score -1.023234e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -10232341.000000 Penalty: 3678.781738
	Iteration 161Q: 3 clusters Score -1.023234e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -10232343.000000 Penalty: 3678.781738
	Iteration 162Q: 3 clusters Score -1.023234e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -10232313.000000 Penalty: 3678.781738
	Iteration 163Q: 3 clusters Score -1.023231e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78502 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -10232308.000000 Penalty: 3678.781738
	Iteration 164Q: 3 clusters Score -1.023231e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -10232305.000000 Penalty: 3678.781738
	Iteration 165Q: 3 clusters Score -1.02323e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78615 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -10232310.000000 Penalty: 3678.781738
	Iteration 166Q: 3 clusters Score -1.023231e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -10232316.000000 Penalty: 3678.781738
	Iteration 167Q: 3 clusters Score -1.023232e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -10232319.000000 Penalty: 3678.781738
	Iteration 168Q: 3 clusters Score -1.023232e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -10232332.000000 Penalty: 3678.781738
	Iteration 169Q: 3 clusters Score -1.023233e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -10232341.000000 Penalty: 3678.781738
	Iteration 170Q: 3 clusters Score -1.023234e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78839 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -10232333.000000 Penalty: 3678.781738
	Iteration 171Q: 3 clusters Score -1.023233e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -10232352.000000 Penalty: 3678.781738
	Iteration 172Q: 3 clusters Score -1.023235e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -10232350.000000 Penalty: 3678.781738
	Iteration 173Q: 3 clusters Score -1.023235e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -10232355.000000 Penalty: 3678.781738
	Iteration 174Q: 3 clusters Score -1.023236e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -10232334.000000 Penalty: 3678.781738
	Iteration 175Q: 3 clusters Score -1.023233e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -10232327.000000 Penalty: 3678.781738
	Iteration 176Q: 3 clusters Score -1.023233e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79039 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -10232332.000000 Penalty: 3678.781738
	Iteration 177Q: 3 clusters Score -1.023233e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -10232331.000000 Penalty: 3678.781738
	Iteration 178Q: 3 clusters Score -1.023233e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79106 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -10232332.000000 Penalty: 3678.781738
	Iteration 179Q: 3 clusters Score -1.023233e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -10232335.000000 Penalty: 3678.781738
	Iteration 180F: 3 clusters Score -1.023234e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -10232335.000000 Penalty: 3678.781738
	Iteration 181Q: 3 clusters Score -1.023234e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -10232334.000000 Penalty: 3678.781738
	Iteration 182Q: 3 clusters Score -1.023233e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -10232344.000000 Penalty: 3678.781738
	Iteration 183Q: 3 clusters Score -1.023234e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79220 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -10232353.000000 Penalty: 3678.781738
	Iteration 184Q: 3 clusters Score -1.023235e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79236 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -10232355.000000 Penalty: 3678.781738
	Iteration 185Q: 3 clusters Score -1.023236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -10232347.000000 Penalty: 3678.781738
	Iteration 186Q: 3 clusters Score -1.023235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79266 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -10232332.000000 Penalty: 3678.781738
	Iteration 187Q: 3 clusters Score -1.023233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79282 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -10232336.000000 Penalty: 3678.781738
	Iteration 188Q: 3 clusters Score -1.023234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79289 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -10232338.000000 Penalty: 3678.781738
	Iteration 189Q: 3 clusters Score -1.023234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -10232342.000000 Penalty: 3678.781738
	Iteration 190Q: 3 clusters Score -1.023234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -10232332.000000 Penalty: 3678.781738
	Iteration 191Q: 3 clusters Score -1.023233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -10232342.000000 Penalty: 3678.781738
	Iteration 192Q: 3 clusters Score -1.023234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -10232349.000000 Penalty: 3678.781738
	Iteration 193Q: 3 clusters Score -1.023235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -10232356.000000 Penalty: 3678.781738
	Iteration 194Q: 3 clusters Score -1.023236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -10232355.000000 Penalty: 3678.781738
	Iteration 195Q: 3 clusters Score -1.023236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -10232354.000000 Penalty: 3678.781738
	Iteration 196Q: 3 clusters Score -1.023235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -10232356.000000 Penalty: 3678.781738
	Iteration 197Q: 3 clusters Score -1.023236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -10232355.000000 Penalty: 3678.781738
	Iteration 198Q: 3 clusters Score -1.023236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79389 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -10232351.000000 Penalty: 3678.781738
	Iteration 199Q: 3 clusters Score -1.023235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -10232355.000000 Penalty: 3678.781738
	Iteration 200F: 3 clusters Score -1.023236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -10232359.000000 Penalty: 3678.781738
	Iteration 201Q: 3 clusters Score -1.023236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -10232364.000000 Penalty: 3678.781738
	Iteration 202Q: 3 clusters Score -1.023236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -10232361.000000 Penalty: 3678.781738
	Iteration 203Q: 3 clusters Score -1.023236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -10232359.000000 Penalty: 3678.781738
	Iteration 204Q: 3 clusters Score -1.023236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79416 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -10232362.000000 Penalty: 3678.781738
	Iteration 205Q: 3 clusters Score -1.023236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -10232359.000000 Penalty: 3678.781738
	Iteration 206Q: 3 clusters Score -1.023236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -10232360.000000 Penalty: 3678.781738
	Iteration 207Q: 3 clusters Score -1.023236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -10232363.000000 Penalty: 3678.781738
	Iteration 208Q: 3 clusters Score -1.023236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -10232364.000000 Penalty: 3678.781738
	Iteration 209Q: 3 clusters Score -1.023236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -10232368.000000 Penalty: 3678.781738
	Iteration 210Q: 3 clusters Score -1.023237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -10232368.000000 Penalty: 3678.781738
	Iteration 211F: 3 clusters Score -1.023237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Entering Unmasked Estep 
Score: -265123.937500 Penalty: 1247.502319
	Iteration 0F: 2 clusters Score -265123.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -262910.562500 Penalty: 2495.004639
	Iteration 0F: 3 clusters Score -262910.6 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -263342.687500 Penalty: 2495.004639
	Iteration 1F: 3 clusters Score -263342.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -263444.656250 Penalty: 2495.004639
	Iteration 2F: 3 clusters Score -263444.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -263500.375000 Penalty: 2495.004639
	Iteration 3Q: 3 clusters Score -263500.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -263534.156250 Penalty: 2495.004639
	Iteration 4Q: 3 clusters Score -263534.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -263561.000000 Penalty: 2495.004639
	Iteration 5Q: 3 clusters Score -263561 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -263586.562500 Penalty: 2495.004639
	Iteration 6Q: 3 clusters Score -263586.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -263603.281250 Penalty: 2495.004639
	Iteration 7Q: 3 clusters Score -263603.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -263615.281250 Penalty: 2495.004639
	Iteration 8Q: 3 clusters Score -263615.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -263626.312500 Penalty: 2495.004639
	Iteration 9Q: 3 clusters Score -263626.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -263637.968750 Penalty: 2495.004639
	Iteration 10Q: 3 clusters Score -263638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -263650.062500 Penalty: 2495.004639
	Iteration 11Q: 3 clusters Score -263650.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -263658.281250 Penalty: 2495.004639
	Iteration 12Q: 3 clusters Score -263658.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -263664.125000 Penalty: 2495.004639
	Iteration 13Q: 3 clusters Score -263664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -263665.718750 Penalty: 2495.004639
	Iteration 14Q: 3 clusters Score -263665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -263666.562500 Penalty: 2495.004639
	Iteration 15Q: 3 clusters Score -263666.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -263668.218750 Penalty: 2495.004639
	Iteration 16Q: 3 clusters Score -263668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -263669.062500 Penalty: 2495.004639
	Iteration 17Q: 3 clusters Score -263669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -263670.718750 Penalty: 2495.004639
	Iteration 18Q: 3 clusters Score -263670.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -263673.000000 Penalty: 2495.004639
	Iteration 19Q: 3 clusters Score -263673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -263674.687500 Penalty: 2495.004639
	Iteration 20F: 3 clusters Score -263674.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -263676.937500 Penalty: 2495.004639
	Iteration 21Q: 3 clusters Score -263676.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -263681.656250 Penalty: 2495.004639
	Iteration 22Q: 3 clusters Score -263681.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -263684.968750 Penalty: 2495.004639
	Iteration 23Q: 3 clusters Score -263685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -263693.125000 Penalty: 2495.004639
	Iteration 24Q: 3 clusters Score -263693.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -263704.093750 Penalty: 2495.004639
	Iteration 25Q: 3 clusters Score -263704.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -263717.312500 Penalty: 2495.004639
	Iteration 26Q: 3 clusters Score -263717.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -263733.218750 Penalty: 2495.004639
	Iteration 27Q: 3 clusters Score -263733.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -263747.687500 Penalty: 2495.004639
	Iteration 28Q: 3 clusters Score -263747.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -263758.437500 Penalty: 2495.004639
	Iteration 29Q: 3 clusters Score -263758.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -263772.250000 Penalty: 2495.004639
	Iteration 30Q: 3 clusters Score -263772.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -263786.187500 Penalty: 2495.004639
	Iteration 31Q: 3 clusters Score -263786.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -263795.500000 Penalty: 2495.004639
	Iteration 32Q: 3 clusters Score -263795.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -263803.718750 Penalty: 2495.004639
	Iteration 33Q: 3 clusters Score -263803.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -263813.218750 Penalty: 2495.004639
	Iteration 34Q: 3 clusters Score -263813.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -263821.625000 Penalty: 2495.004639
	Iteration 35Q: 3 clusters Score -263821.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -263828.968750 Penalty: 2495.004639
	Iteration 36Q: 3 clusters Score -263829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -263838.500000 Penalty: 2495.004639
	Iteration 37Q: 3 clusters Score -263838.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -263846.656250 Penalty: 2495.004639
	Iteration 38Q: 3 clusters Score -263846.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -263856.343750 Penalty: 2495.004639
	Iteration 39Q: 3 clusters Score -263856.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -263861.625000 Penalty: 2495.004639
	Iteration 40F: 3 clusters Score -263861.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -263864.562500 Penalty: 2495.004639
	Iteration 41Q: 3 clusters Score -263864.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -263866.875000 Penalty: 2495.004639
	Iteration 42Q: 3 clusters Score -263866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -263867.937500 Penalty: 2495.004639
	Iteration 43Q: 3 clusters Score -263867.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -263869.312500 Penalty: 2495.004639
	Iteration 44Q: 3 clusters Score -263869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -263872.062500 Penalty: 2495.004639
	Iteration 45Q: 3 clusters Score -263872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -263875.687500 Penalty: 2495.004639
	Iteration 46Q: 3 clusters Score -263875.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -263880.156250 Penalty: 2495.004639
	Iteration 47Q: 3 clusters Score -263880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -263882.968750 Penalty: 2495.004639
	Iteration 48Q: 3 clusters Score -263883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -263887.375000 Penalty: 2495.004639
	Iteration 49Q: 3 clusters Score -263887.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -263891.656250 Penalty: 2495.004639
	Iteration 50Q: 3 clusters Score -263891.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -263894.812500 Penalty: 2495.004639
	Iteration 51Q: 3 clusters Score -263894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -263896.375000 Penalty: 2495.004639
	Iteration 52Q: 3 clusters Score -263896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -263897.312500 Penalty: 2495.004639
	Iteration 53Q: 3 clusters Score -263897.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -263899.906250 Penalty: 2495.004639
	Iteration 54Q: 3 clusters Score -263899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -263900.843750 Penalty: 2495.004639
	Iteration 55Q: 3 clusters Score -263900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -263902.593750 Penalty: 2495.004639
	Iteration 56Q: 3 clusters Score -263902.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -263903.125000 Penalty: 2495.004639
	Iteration 57Q: 3 clusters Score -263903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -263903.781250 Penalty: 2495.004639
	Iteration 58Q: 3 clusters Score -263903.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -263903.781250 Penalty: 2495.004639
	Iteration 59F: 3 clusters Score -263903.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (68519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Entering Unmasked Estep 
Score: -8473351.000000 Penalty: 1809.415894
	Iteration 0F: 2 clusters Score -8473351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -8428921.000000 Penalty: 3618.831787
	Iteration 0F: 3 clusters Score -8428921 nChanged 32660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -8447997.000000 Penalty: 3618.831787
	Iteration 1F: 3 clusters Score -8447997 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -8448955.000000 Penalty: 3618.831787
	Iteration 2Q: 3 clusters Score -8448955 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -8450465.000000 Penalty: 3618.831787
	Iteration 3F: 3 clusters Score -8450465 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -8452694.000000 Penalty: 3618.831787
	Iteration 4F: 3 clusters Score -8452694 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -8455985.000000 Penalty: 3618.831787
	Iteration 5F: 3 clusters Score -8455985 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -8460138.000000 Penalty: 3618.831787
	Iteration 6F: 3 clusters Score -8460138 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -8464399.000000 Penalty: 3618.831787
	Iteration 7F: 3 clusters Score -8464399 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -8467796.000000 Penalty: 3618.831787
	Iteration 8F: 3 clusters Score -8467796 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -8470023.000000 Penalty: 3618.831787
	Iteration 9Q: 3 clusters Score -8470023 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -8471332.000000 Penalty: 3618.831787
	Iteration 10Q: 3 clusters Score -8471332 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 67409 members 
Entering Unmasked Estep 
Score: -8471936.000000 Penalty: 3618.831787
	Iteration 11Q: 3 clusters Score -8471936 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -8472265.000000 Penalty: 3618.831787
	Iteration 12Q: 3 clusters Score -8472265 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -8472412.000000 Penalty: 3618.831787
	Iteration 13Q: 3 clusters Score -8472412 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -8472448.000000 Penalty: 3618.831787
	Iteration 14Q: 3 clusters Score -8472448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -8472491.000000 Penalty: 3618.831787
	Iteration 15Q: 3 clusters Score -8472491 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -8472518.000000 Penalty: 3618.831787
	Iteration 16Q: 3 clusters Score -8472518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -8472542.000000 Penalty: 3618.831787
	Iteration 17Q: 3 clusters Score -8472542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -8472560.000000 Penalty: 3618.831787
	Iteration 18Q: 3 clusters Score -8472560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -8472570.000000 Penalty: 3618.831787
	Iteration 19Q: 3 clusters Score -8472570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -8472585.000000 Penalty: 3618.831787
	Iteration 20F: 3 clusters Score -8472585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
Score: -8472590.000000 Penalty: 3618.831787
	Iteration 21Q: 3 clusters Score -8472590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -8472593.000000 Penalty: 3618.831787
	Iteration 22Q: 3 clusters Score -8472593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -8472600.000000 Penalty: 3618.831787
	Iteration 23Q: 3 clusters Score -8472600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
Score: -8472597.000000 Penalty: 3618.831787
	Iteration 24Q: 3 clusters Score -8472597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -8472603.000000 Penalty: 3618.831787
	Iteration 25Q: 3 clusters Score -8472603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -8472603.000000 Penalty: 3618.831787
	Iteration 26Q: 3 clusters Score -8472603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -8472612.000000 Penalty: 3618.831787
	Iteration 27Q: 3 clusters Score -8472612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -8472607.000000 Penalty: 3618.831787
	Iteration 28Q: 3 clusters Score -8472607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -8472617.000000 Penalty: 3618.831787
	Iteration 29Q: 3 clusters Score -8472617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -8472617.000000 Penalty: 3618.831787
	Iteration 30Q: 3 clusters Score -8472617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -8472617.000000 Penalty: 3618.831787
	Iteration 31F: 3 clusters Score -8472617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -440599.187500 Penalty: 1336.600708
	Iteration 0F: 2 clusters Score -440599.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -437399.000000 Penalty: 2673.201416
	Iteration 0F: 3 clusters Score -437399 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -438223.843750 Penalty: 2673.201416
	Iteration 1F: 3 clusters Score -438223.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -438379.093750 Penalty: 2673.201416
	Iteration 2F: 3 clusters Score -438379.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -438465.906250 Penalty: 2673.201416
	Iteration 3F: 3 clusters Score -438465.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -438516.656250 Penalty: 2673.201416
	Iteration 4Q: 3 clusters Score -438516.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -438550.843750 Penalty: 2673.201416
	Iteration 5Q: 3 clusters Score -438550.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -438586.093750 Penalty: 2673.201416
	Iteration 6Q: 3 clusters Score -438586.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -438636.343750 Penalty: 2673.201416
	Iteration 7Q: 3 clusters Score -438636.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -438682.500000 Penalty: 2673.201416
	Iteration 8Q: 3 clusters Score -438682.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -438724.156250 Penalty: 2673.201416
	Iteration 9Q: 3 clusters Score -438724.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -438762.812500 Penalty: 2673.201416
	Iteration 10Q: 3 clusters Score -438762.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -438792.843750 Penalty: 2673.201416
	Iteration 11Q: 3 clusters Score -438792.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -438820.062500 Penalty: 2673.201416
	Iteration 12Q: 3 clusters Score -438820.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -438849.812500 Penalty: 2673.201416
	Iteration 13Q: 3 clusters Score -438849.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -438884.343750 Penalty: 2673.201416
	Iteration 14Q: 3 clusters Score -438884.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -438920.343750 Penalty: 2673.201416
	Iteration 15Q: 3 clusters Score -438920.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -438956.343750 Penalty: 2673.201416
	Iteration 16Q: 3 clusters Score -438956.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -438994.625000 Penalty: 2673.201416
	Iteration 17Q: 3 clusters Score -438994.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -439032.375000 Penalty: 2673.201416
	Iteration 18Q: 3 clusters Score -439032.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -439062.593750 Penalty: 2673.201416
	Iteration 19Q: 3 clusters Score -439062.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -439086.406250 Penalty: 2673.201416
	Iteration 20F: 3 clusters Score -439086.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -439120.750000 Penalty: 2673.201416
	Iteration 21Q: 3 clusters Score -439120.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -439148.093750 Penalty: 2673.201416
	Iteration 22Q: 3 clusters Score -439148.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -439167.968750 Penalty: 2673.201416
	Iteration 23Q: 3 clusters Score -439168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -439195.000000 Penalty: 2673.201416
	Iteration 24Q: 3 clusters Score -439195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -439218.406250 Penalty: 2673.201416
	Iteration 25Q: 3 clusters Score -439218.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -439236.718750 Penalty: 2673.201416
	Iteration 26Q: 3 clusters Score -439236.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -439255.187500 Penalty: 2673.201416
	Iteration 27Q: 3 clusters Score -439255.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -439278.531250 Penalty: 2673.201416
	Iteration 28Q: 3 clusters Score -439278.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -439300.437500 Penalty: 2673.201416
	Iteration 29Q: 3 clusters Score -439300.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -439317.531250 Penalty: 2673.201416
	Iteration 30Q: 3 clusters Score -439317.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -439331.281250 Penalty: 2673.201416
	Iteration 31Q: 3 clusters Score -439331.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -439341.843750 Penalty: 2673.201416
	Iteration 32Q: 3 clusters Score -439341.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -439358.781250 Penalty: 2673.201416
	Iteration 33Q: 3 clusters Score -439358.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -439370.062500 Penalty: 2673.201416
	Iteration 34Q: 3 clusters Score -439370.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -439379.875000 Penalty: 2673.201416
	Iteration 35Q: 3 clusters Score -439379.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -439393.406250 Penalty: 2673.201416
	Iteration 36Q: 3 clusters Score -439393.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -439403.625000 Penalty: 2673.201416
	Iteration 37Q: 3 clusters Score -439403.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -439409.437500 Penalty: 2673.201416
	Iteration 38Q: 3 clusters Score -439409.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -439415.687500 Penalty: 2673.201416
	Iteration 39Q: 3 clusters Score -439415.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -439418.437500 Penalty: 2673.201416
	Iteration 40F: 3 clusters Score -439418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -439421.218750 Penalty: 2673.201416
	Iteration 41Q: 3 clusters Score -439421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -439423.593750 Penalty: 2673.201416
	Iteration 42Q: 3 clusters Score -439423.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -439425.000000 Penalty: 2673.201416
	Iteration 43Q: 3 clusters Score -439425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -439426.000000 Penalty: 2673.201416
	Iteration 44Q: 3 clusters Score -439426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -439426.000000 Penalty: 2673.201416
	Iteration 45F: 3 clusters Score -439426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Entering Unmasked Estep 
Score: -579670.500000 Penalty: 1373.712280
	Iteration 0F: 2 clusters Score -579670.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -575830.750000 Penalty: 2747.424561
	Iteration 0F: 3 clusters Score -575830.8 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -576818.187500 Penalty: 2747.424561
	Iteration 1F: 3 clusters Score -576818.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -576979.250000 Penalty: 2747.424561
	Iteration 2F: 3 clusters Score -576979.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -577087.062500 Penalty: 2747.424561
	Iteration 3Q: 3 clusters Score -577087.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -577198.312500 Penalty: 2747.424561
	Iteration 4Q: 3 clusters Score -577198.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -577286.812500 Penalty: 2747.424561
	Iteration 5Q: 3 clusters Score -577286.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -577380.625000 Penalty: 2747.424561
	Iteration 6Q: 3 clusters Score -577380.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -577473.062500 Penalty: 2747.424561
	Iteration 7Q: 3 clusters Score -577473.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -577573.687500 Penalty: 2747.424561
	Iteration 8Q: 3 clusters Score -577573.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -577690.500000 Penalty: 2747.424561
	Iteration 9Q: 3 clusters Score -577690.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -577804.937500 Penalty: 2747.424561
	Iteration 10Q: 3 clusters Score -577804.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -577898.187500 Penalty: 2747.424561
	Iteration 11Q: 3 clusters Score -577898.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -577987.500000 Penalty: 2747.424561
	Iteration 12Q: 3 clusters Score -577987.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -578055.625000 Penalty: 2747.424561
	Iteration 13Q: 3 clusters Score -578055.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -578122.375000 Penalty: 2747.424561
	Iteration 14Q: 3 clusters Score -578122.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -578182.250000 Penalty: 2747.424561
	Iteration 15Q: 3 clusters Score -578182.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -578237.437500 Penalty: 2747.424561
	Iteration 16Q: 3 clusters Score -578237.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -578282.187500 Penalty: 2747.424561
	Iteration 17Q: 3 clusters Score -578282.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -578315.000000 Penalty: 2747.424561
	Iteration 18Q: 3 clusters Score -578315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -578332.375000 Penalty: 2747.424561
	Iteration 19Q: 3 clusters Score -578332.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -578350.687500 Penalty: 2747.424561
	Iteration 20F: 3 clusters Score -578350.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -578366.187500 Penalty: 2747.424561
	Iteration 21Q: 3 clusters Score -578366.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -578381.687500 Penalty: 2747.424561
	Iteration 22Q: 3 clusters Score -578381.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -578398.437500 Penalty: 2747.424561
	Iteration 23Q: 3 clusters Score -578398.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -578413.625000 Penalty: 2747.424561
	Iteration 24Q: 3 clusters Score -578413.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -578424.437500 Penalty: 2747.424561
	Iteration 25Q: 3 clusters Score -578424.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -578435.437500 Penalty: 2747.424561
	Iteration 26Q: 3 clusters Score -578435.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -578445.062500 Penalty: 2747.424561
	Iteration 27Q: 3 clusters Score -578445.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -578457.125000 Penalty: 2747.424561
	Iteration 28Q: 3 clusters Score -578457.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -578479.625000 Penalty: 2747.424561
	Iteration 29Q: 3 clusters Score -578479.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -578488.125000 Penalty: 2747.424561
	Iteration 30Q: 3 clusters Score -578488.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -578495.062500 Penalty: 2747.424561
	Iteration 31Q: 3 clusters Score -578495.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -578500.000000 Penalty: 2747.424561
	Iteration 32Q: 3 clusters Score -578500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -578501.062500 Penalty: 2747.424561
	Iteration 33Q: 3 clusters Score -578501.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -578504.500000 Penalty: 2747.424561
	Iteration 34Q: 3 clusters Score -578504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -578505.250000 Penalty: 2747.424561
	Iteration 35Q: 3 clusters Score -578505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -578506.937500 Penalty: 2747.424561
	Iteration 36Q: 3 clusters Score -578506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -578506.937500 Penalty: 2747.424561
	Iteration 37F: 3 clusters Score -578506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Entering Unmasked Estep 
Score: -1324404.875000 Penalty: 1504.500366
	Iteration 0F: 2 clusters Score -1324405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1316998.875000 Penalty: 3009.000732
	Iteration 0F: 3 clusters Score -1316999 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1319426.625000 Penalty: 3009.000732
	Iteration 1F: 3 clusters Score -1319427 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1319641.500000 Penalty: 3009.000732
	Iteration 2F: 3 clusters Score -1319642 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1319831.500000 Penalty: 3009.000732
	Iteration 3Q: 3 clusters Score -1319832 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1319973.125000 Penalty: 3009.000732
	Iteration 4Q: 3 clusters Score -1319973 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1320100.625000 Penalty: 3009.000732
	Iteration 5Q: 3 clusters Score -1320101 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1320221.750000 Penalty: 3009.000732
	Iteration 6Q: 3 clusters Score -1320222 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1320391.625000 Penalty: 3009.000732
	Iteration 7Q: 3 clusters Score -1320392 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1320626.000000 Penalty: 3009.000732
	Iteration 8Q: 3 clusters Score -1320626 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1320956.750000 Penalty: 3009.000732
	Iteration 9Q: 3 clusters Score -1320957 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1321375.500000 Penalty: 3009.000732
	Iteration 10Q: 3 clusters Score -1321376 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1321859.625000 Penalty: 3009.000732
	Iteration 11Q: 3 clusters Score -1321860 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1322274.875000 Penalty: 3009.000732
	Iteration 12Q: 3 clusters Score -1322275 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1322602.125000 Penalty: 3009.000732
	Iteration 13Q: 3 clusters Score -1322602 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1322812.875000 Penalty: 3009.000732
	Iteration 14Q: 3 clusters Score -1322813 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1322939.625000 Penalty: 3009.000732
	Iteration 15Q: 3 clusters Score -1322940 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1323019.375000 Penalty: 3009.000732
	Iteration 16Q: 3 clusters Score -1323019 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1323090.500000 Penalty: 3009.000732
	Iteration 17Q: 3 clusters Score -1323090 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1323159.500000 Penalty: 3009.000732
	Iteration 18Q: 3 clusters Score -1323160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1323215.500000 Penalty: 3009.000732
	Iteration 19Q: 3 clusters Score -1323216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1323261.875000 Penalty: 3009.000732
	Iteration 20F: 3 clusters Score -1323262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1323303.875000 Penalty: 3009.000732
	Iteration 21Q: 3 clusters Score -1323304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1323322.750000 Penalty: 3009.000732
	Iteration 22Q: 3 clusters Score -1323323 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1323340.250000 Penalty: 3009.000732
	Iteration 23Q: 3 clusters Score -1323340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1323351.250000 Penalty: 3009.000732
	Iteration 24Q: 3 clusters Score -1323351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1323356.375000 Penalty: 3009.000732
	Iteration 25Q: 3 clusters Score -1323356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1323358.375000 Penalty: 3009.000732
	Iteration 26Q: 3 clusters Score -1323358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1323364.125000 Penalty: 3009.000732
	Iteration 27Q: 3 clusters Score -1323364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1323364.750000 Penalty: 3009.000732
	Iteration 28Q: 3 clusters Score -1323365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1323366.750000 Penalty: 3009.000732
	Iteration 29Q: 3 clusters Score -1323367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1323367.000000 Penalty: 3009.000732
	Iteration 30Q: 3 clusters Score -1323367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1323367.500000 Penalty: 3009.000732
	Iteration 31Q: 3 clusters Score -1323368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1323367.875000 Penalty: 3009.000732
	Iteration 32Q: 3 clusters Score -1323368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1323367.875000 Penalty: 3009.000732
	Iteration 33F: 3 clusters Score -1323368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -37835.269531 Penalty: 971.156982
	Iteration 0F: 2 clusters Score -37835.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37042.191406 Penalty: 1942.313965
	Iteration 0F: 3 clusters Score -37042.19 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37445.968750 Penalty: 1942.313965
	Iteration 1F: 3 clusters Score -37445.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -37628.105469 Penalty: 1942.313965
	Iteration 2F: 3 clusters Score -37628.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37723.320312 Penalty: 1942.313965
	Iteration 3Q: 3 clusters Score -37723.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37758.148438 Penalty: 1942.313965
	Iteration 4Q: 3 clusters Score -37758.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37770.167969 Penalty: 1942.313965
	Iteration 5Q: 3 clusters Score -37770.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -37776.089844 Penalty: 1942.313965
	Iteration 6Q: 3 clusters Score -37776.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -37781.832031 Penalty: 1942.313965
	Iteration 7Q: 3 clusters Score -37781.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -37781.832031 Penalty: 1942.313965
	Iteration 8F: 3 clusters Score -37781.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Entering Unmasked Estep 
Score: -2146493.500000 Penalty: 1582.649048
	Iteration 0F: 2 clusters Score -2146494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2134889.500000 Penalty: 3165.298096
	Iteration 0F: 3 clusters Score -2134890 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2138835.000000 Penalty: 3165.298096
	Iteration 1F: 3 clusters Score -2138835 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2139128.000000 Penalty: 3165.298096
	Iteration 2F: 3 clusters Score -2139128 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2139407.500000 Penalty: 3165.298096
	Iteration 3Q: 3 clusters Score -2139408 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2139739.750000 Penalty: 3165.298096
	Iteration 4Q: 3 clusters Score -2139740 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2140134.000000 Penalty: 3165.298096
	Iteration 5Q: 3 clusters Score -2140134 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2140613.500000 Penalty: 3165.298096
	Iteration 6F: 3 clusters Score -2140614 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2141150.000000 Penalty: 3165.298096
	Iteration 7F: 3 clusters Score -2141150 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2141755.250000 Penalty: 3165.298096
	Iteration 8F: 3 clusters Score -2141755 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2142396.250000 Penalty: 3165.298096
	Iteration 9F: 3 clusters Score -2142396 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2143010.500000 Penalty: 3165.298096
	Iteration 10F: 3 clusters Score -2143010 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2143556.500000 Penalty: 3165.298096
	Iteration 11Q: 3 clusters Score -2143556 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2143984.000000 Penalty: 3165.298096
	Iteration 12Q: 3 clusters Score -2143984 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2144348.250000 Penalty: 3165.298096
	Iteration 13Q: 3 clusters Score -2144348 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2144597.500000 Penalty: 3165.298096
	Iteration 14Q: 3 clusters Score -2144598 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2144765.500000 Penalty: 3165.298096
	Iteration 15Q: 3 clusters Score -2144766 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2144880.750000 Penalty: 3165.298096
	Iteration 16Q: 3 clusters Score -2144881 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2144951.750000 Penalty: 3165.298096
	Iteration 17Q: 3 clusters Score -2144952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2144989.500000 Penalty: 3165.298096
	Iteration 18Q: 3 clusters Score -2144990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2145028.250000 Penalty: 3165.298096
	Iteration 19Q: 3 clusters Score -2145028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2145062.500000 Penalty: 3165.298096
	Iteration 20F: 3 clusters Score -2145062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2145080.000000 Penalty: 3165.298096
	Iteration 21Q: 3 clusters Score -2145080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2145092.500000 Penalty: 3165.298096
	Iteration 22Q: 3 clusters Score -2145092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2145103.750000 Penalty: 3165.298096
	Iteration 23Q: 3 clusters Score -2145104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2145108.750000 Penalty: 3165.298096
	Iteration 24Q: 3 clusters Score -2145109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2145117.250000 Penalty: 3165.298096
	Iteration 25Q: 3 clusters Score -2145117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2145125.000000 Penalty: 3165.298096
	Iteration 26Q: 3 clusters Score -2145125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2145126.750000 Penalty: 3165.298096
	Iteration 27Q: 3 clusters Score -2145127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2145131.000000 Penalty: 3165.298096
	Iteration 28Q: 3 clusters Score -2145131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2145135.750000 Penalty: 3165.298096
	Iteration 29Q: 3 clusters Score -2145136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2145145.250000 Penalty: 3165.298096
	Iteration 30Q: 3 clusters Score -2145145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2145147.000000 Penalty: 3165.298096
	Iteration 31Q: 3 clusters Score -2145147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2145146.000000 Penalty: 3165.298096
	Iteration 32Q: 3 clusters Score -2145146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2145148.250000 Penalty: 3165.298096
	Iteration 33Q: 3 clusters Score -2145148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2145150.250000 Penalty: 3165.298096
	Iteration 34Q: 3 clusters Score -2145150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2145153.000000 Penalty: 3165.298096
	Iteration 35Q: 3 clusters Score -2145153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2145154.250000 Penalty: 3165.298096
	Iteration 36Q: 3 clusters Score -2145154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2145155.500000 Penalty: 3165.298096
	Iteration 37Q: 3 clusters Score -2145156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2145158.250000 Penalty: 3165.298096
	Iteration 38Q: 3 clusters Score -2145158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2145161.750000 Penalty: 3165.298096
	Iteration 39Q: 3 clusters Score -2145162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2145162.000000 Penalty: 3165.298096
	Iteration 40F: 3 clusters Score -2145162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2145168.500000 Penalty: 3165.298096
	Iteration 41Q: 3 clusters Score -2145168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2145172.000000 Penalty: 3165.298096
	Iteration 42Q: 3 clusters Score -2145172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2145172.000000 Penalty: 3165.298096
	Iteration 43F: 3 clusters Score -2145172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Entering Unmasked Estep 
Score: -1766345.750000 Penalty: 1558.753906
	Iteration 0F: 2 clusters Score -1766346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1756147.375000 Penalty: 3117.507812
	Iteration 0F: 3 clusters Score -1756147 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1759559.375000 Penalty: 3117.507812
	Iteration 1F: 3 clusters Score -1759559 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1759786.500000 Penalty: 3117.507812
	Iteration 2Q: 3 clusters Score -1759786 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1759957.625000 Penalty: 3117.507812
	Iteration 3Q: 3 clusters Score -1759958 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1760102.000000 Penalty: 3117.507812
	Iteration 4Q: 3 clusters Score -1760102 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1760208.750000 Penalty: 3117.507812
	Iteration 5Q: 3 clusters Score -1760209 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1760305.625000 Penalty: 3117.507812
	Iteration 6Q: 3 clusters Score -1760306 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1760400.000000 Penalty: 3117.507812
	Iteration 7Q: 3 clusters Score -1760400 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1760489.875000 Penalty: 3117.507812
	Iteration 8Q: 3 clusters Score -1760490 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1760570.000000 Penalty: 3117.507812
	Iteration 9Q: 3 clusters Score -1760570 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1760648.875000 Penalty: 3117.507812
	Iteration 10Q: 3 clusters Score -1760649 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1760736.875000 Penalty: 3117.507812
	Iteration 11Q: 3 clusters Score -1760737 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1760834.250000 Penalty: 3117.507812
	Iteration 12Q: 3 clusters Score -1760834 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1760929.500000 Penalty: 3117.507812
	Iteration 13Q: 3 clusters Score -1760930 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1761053.875000 Penalty: 3117.507812
	Iteration 14Q: 3 clusters Score -1761054 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1761175.500000 Penalty: 3117.507812
	Iteration 15Q: 3 clusters Score -1761176 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1761325.375000 Penalty: 3117.507812
	Iteration 16Q: 3 clusters Score -1761325 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1761534.875000 Penalty: 3117.507812
	Iteration 17Q: 3 clusters Score -1761535 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1761787.875000 Penalty: 3117.507812
	Iteration 18Q: 3 clusters Score -1761788 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1762107.375000 Penalty: 3117.507812
	Iteration 19Q: 3 clusters Score -1762107 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1762466.250000 Penalty: 3117.507812
	Iteration 20F: 3 clusters Score -1762466 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1762859.500000 Penalty: 3117.507812
	Iteration 21Q: 3 clusters Score -1762860 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1763269.250000 Penalty: 3117.507812
	Iteration 22Q: 3 clusters Score -1763269 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1763630.750000 Penalty: 3117.507812
	Iteration 23Q: 3 clusters Score -1763631 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1763925.250000 Penalty: 3117.507812
	Iteration 24Q: 3 clusters Score -1763925 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1764175.625000 Penalty: 3117.507812
	Iteration 25Q: 3 clusters Score -1764176 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1764347.125000 Penalty: 3117.507812
	Iteration 26Q: 3 clusters Score -1764347 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1764450.250000 Penalty: 3117.507812
	Iteration 27Q: 3 clusters Score -1764450 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1764530.750000 Penalty: 3117.507812
	Iteration 28Q: 3 clusters Score -1764531 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1764591.000000 Penalty: 3117.507812
	Iteration 29Q: 3 clusters Score -1764591 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1764646.125000 Penalty: 3117.507812
	Iteration 30Q: 3 clusters Score -1764646 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1764688.875000 Penalty: 3117.507812
	Iteration 31Q: 3 clusters Score -1764689 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1764736.500000 Penalty: 3117.507812
	Iteration 32Q: 3 clusters Score -1764736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1764773.625000 Penalty: 3117.507812
	Iteration 33Q: 3 clusters Score -1764774 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1764815.875000 Penalty: 3117.507812
	Iteration 34Q: 3 clusters Score -1764816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1764846.625000 Penalty: 3117.507812
	Iteration 35Q: 3 clusters Score -1764847 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1764870.000000 Penalty: 3117.507812
	Iteration 36Q: 3 clusters Score -1764870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1764879.125000 Penalty: 3117.507812
	Iteration 37Q: 3 clusters Score -1764879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1764889.875000 Penalty: 3117.507812
	Iteration 38Q: 3 clusters Score -1764890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1764897.500000 Penalty: 3117.507812
	Iteration 39Q: 3 clusters Score -1764898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1764903.375000 Penalty: 3117.507812
	Iteration 40F: 3 clusters Score -1764903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1764905.750000 Penalty: 3117.507812
	Iteration 41Q: 3 clusters Score -1764906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1764909.875000 Penalty: 3117.507812
	Iteration 42Q: 3 clusters Score -1764910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1764910.500000 Penalty: 3117.507812
	Iteration 43Q: 3 clusters Score -1764910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1764910.000000 Penalty: 3117.507812
	Iteration 44Q: 3 clusters Score -1764910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1764913.500000 Penalty: 3117.507812
	Iteration 45Q: 3 clusters Score -1764914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1764915.375000 Penalty: 3117.507812
	Iteration 46Q: 3 clusters Score -1764915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1764914.375000 Penalty: 3117.507812
	Iteration 47Q: 3 clusters Score -1764914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1764914.375000 Penalty: 3117.507812
	Iteration 48F: 3 clusters Score -1764914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -255865.390625 Penalty: 1246.292969
	Iteration 0F: 2 clusters Score -255865.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -253668.453125 Penalty: 2492.585938
	Iteration 0F: 3 clusters Score -253668.5 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -254175.125000 Penalty: 2492.585938
	Iteration 1F: 3 clusters Score -254175.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -254280.171875 Penalty: 2492.585938
	Iteration 2F: 3 clusters Score -254280.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -254350.828125 Penalty: 2492.585938
	Iteration 3Q: 3 clusters Score -254350.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -254388.078125 Penalty: 2492.585938
	Iteration 4Q: 3 clusters Score -254388.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -254408.140625 Penalty: 2492.585938
	Iteration 5Q: 3 clusters Score -254408.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -254423.062500 Penalty: 2492.585938
	Iteration 6Q: 3 clusters Score -254423.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -254438.359375 Penalty: 2492.585938
	Iteration 7Q: 3 clusters Score -254438.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -254450.937500 Penalty: 2492.585938
	Iteration 8Q: 3 clusters Score -254450.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -254461.015625 Penalty: 2492.585938
	Iteration 9Q: 3 clusters Score -254461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -254465.125000 Penalty: 2492.585938
	Iteration 10Q: 3 clusters Score -254465.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -254469.296875 Penalty: 2492.585938
	Iteration 11Q: 3 clusters Score -254469.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -254473.640625 Penalty: 2492.585938
	Iteration 12Q: 3 clusters Score -254473.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -254476.281250 Penalty: 2492.585938
	Iteration 13Q: 3 clusters Score -254476.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -254480.046875 Penalty: 2492.585938
	Iteration 14Q: 3 clusters Score -254480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -254482.546875 Penalty: 2492.585938
	Iteration 15Q: 3 clusters Score -254482.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -254483.843750 Penalty: 2492.585938
	Iteration 16Q: 3 clusters Score -254483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -254485.390625 Penalty: 2492.585938
	Iteration 17Q: 3 clusters Score -254485.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -254485.968750 Penalty: 2492.585938
	Iteration 18Q: 3 clusters Score -254486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -254487.437500 Penalty: 2492.585938
	Iteration 19Q: 3 clusters Score -254487.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -254489.015625 Penalty: 2492.585938
	Iteration 20F: 3 clusters Score -254489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -254489.812500 Penalty: 2492.585938
	Iteration 21Q: 3 clusters Score -254489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -254489.812500 Penalty: 2492.585938
	Iteration 22F: 3 clusters Score -254489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Entering Unmasked Estep 
Score: -484644.875000 Penalty: 1344.583008
	Iteration 0F: 2 clusters Score -484644.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -481277.843750 Penalty: 2689.166016
	Iteration 0F: 3 clusters Score -481277.8 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -482180.687500 Penalty: 2689.166016
	Iteration 1F: 3 clusters Score -482180.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -482355.562500 Penalty: 2689.166016
	Iteration 2F: 3 clusters Score -482355.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -482481.656250 Penalty: 2689.166016
	Iteration 3F: 3 clusters Score -482481.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -482565.125000 Penalty: 2689.166016
	Iteration 4Q: 3 clusters Score -482565.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -482619.437500 Penalty: 2689.166016
	Iteration 5Q: 3 clusters Score -482619.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -482662.375000 Penalty: 2689.166016
	Iteration 6Q: 3 clusters Score -482662.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -482697.906250 Penalty: 2689.166016
	Iteration 7Q: 3 clusters Score -482697.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -482727.062500 Penalty: 2689.166016
	Iteration 8Q: 3 clusters Score -482727.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -482751.937500 Penalty: 2689.166016
	Iteration 9Q: 3 clusters Score -482751.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -482774.250000 Penalty: 2689.166016
	Iteration 10Q: 3 clusters Score -482774.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -482798.875000 Penalty: 2689.166016
	Iteration 11Q: 3 clusters Score -482798.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -482825.375000 Penalty: 2689.166016
	Iteration 12Q: 3 clusters Score -482825.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -482860.718750 Penalty: 2689.166016
	Iteration 13Q: 3 clusters Score -482860.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -482888.812500 Penalty: 2689.166016
	Iteration 14Q: 3 clusters Score -482888.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -482920.000000 Penalty: 2689.166016
	Iteration 15Q: 3 clusters Score -482920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -482954.906250 Penalty: 2689.166016
	Iteration 16Q: 3 clusters Score -482954.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -482993.031250 Penalty: 2689.166016
	Iteration 17Q: 3 clusters Score -482993 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -483033.187500 Penalty: 2689.166016
	Iteration 18Q: 3 clusters Score -483033.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -483076.937500 Penalty: 2689.166016
	Iteration 19Q: 3 clusters Score -483076.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -483124.281250 Penalty: 2689.166016
	Iteration 20F: 3 clusters Score -483124.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -483164.156250 Penalty: 2689.166016
	Iteration 21Q: 3 clusters Score -483164.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -483193.343750 Penalty: 2689.166016
	Iteration 22Q: 3 clusters Score -483193.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -483232.562500 Penalty: 2689.166016
	Iteration 23Q: 3 clusters Score -483232.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -483275.250000 Penalty: 2689.166016
	Iteration 24Q: 3 clusters Score -483275.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -483325.187500 Penalty: 2689.166016
	Iteration 25Q: 3 clusters Score -483325.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -483386.218750 Penalty: 2689.166016
	Iteration 26Q: 3 clusters Score -483386.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -483472.906250 Penalty: 2689.166016
	Iteration 27Q: 3 clusters Score -483472.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -483559.062500 Penalty: 2689.166016
	Iteration 28Q: 3 clusters Score -483559.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -483632.625000 Penalty: 2689.166016
	Iteration 29Q: 3 clusters Score -483632.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -483671.531250 Penalty: 2689.166016
	Iteration 30Q: 3 clusters Score -483671.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -483701.781250 Penalty: 2689.166016
	Iteration 31Q: 3 clusters Score -483701.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -483715.906250 Penalty: 2689.166016
	Iteration 32Q: 3 clusters Score -483715.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -483723.968750 Penalty: 2689.166016
	Iteration 33Q: 3 clusters Score -483724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -483726.343750 Penalty: 2689.166016
	Iteration 34Q: 3 clusters Score -483726.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -483728.812500 Penalty: 2689.166016
	Iteration 35Q: 3 clusters Score -483728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -483731.125000 Penalty: 2689.166016
	Iteration 36Q: 3 clusters Score -483731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -483732.718750 Penalty: 2689.166016
	Iteration 37Q: 3 clusters Score -483732.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -483735.375000 Penalty: 2689.166016
	Iteration 38Q: 3 clusters Score -483735.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -483737.812500 Penalty: 2689.166016
	Iteration 39Q: 3 clusters Score -483737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -483737.687500 Penalty: 2689.166016
	Iteration 40F: 3 clusters Score -483737.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -18443.210938 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -18443.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17933.425781 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -17933.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18028.488281 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -18028.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18058.906250 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -18058.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Entering Unmasked Estep 
Score: -4900334.000000 Penalty: 1716.315308
	Iteration 0F: 2 clusters Score -4900334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4874587.500000 Penalty: 3432.630615
	Iteration 0F: 3 clusters Score -4874588 nChanged 17748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -4884364.000000 Penalty: 3432.630615
	Iteration 1F: 3 clusters Score -4884364 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -4884773.000000 Penalty: 3432.630615
	Iteration 2Q: 3 clusters Score -4884773 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -4885139.500000 Penalty: 3432.630615
	Iteration 3Q: 3 clusters Score -4885140 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -4885563.500000 Penalty: 3432.630615
	Iteration 4Q: 3 clusters Score -4885564 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -4886006.000000 Penalty: 3432.630615
	Iteration 5Q: 3 clusters Score -4886006 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -4886645.500000 Penalty: 3432.630615
	Iteration 6Q: 3 clusters Score -4886646 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -4887476.500000 Penalty: 3432.630615
	Iteration 7Q: 3 clusters Score -4887476 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -4888574.500000 Penalty: 3432.630615
	Iteration 8F: 3 clusters Score -4888574 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -4889988.000000 Penalty: 3432.630615
	Iteration 9F: 3 clusters Score -4889988 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -4891724.500000 Penalty: 3432.630615
	Iteration 10F: 3 clusters Score -4891724 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -4893644.500000 Penalty: 3432.630615
	Iteration 11F: 3 clusters Score -4893644 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -4895338.000000 Penalty: 3432.630615
	Iteration 12Q: 3 clusters Score -4895338 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -4896540.000000 Penalty: 3432.630615
	Iteration 13Q: 3 clusters Score -4896540 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -4897331.000000 Penalty: 3432.630615
	Iteration 14Q: 3 clusters Score -4897331 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -4897876.500000 Penalty: 3432.630615
	Iteration 15Q: 3 clusters Score -4897876 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -4898199.000000 Penalty: 3432.630615
	Iteration 16Q: 3 clusters Score -4898199 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -4898429.500000 Penalty: 3432.630615
	Iteration 17Q: 3 clusters Score -4898430 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -4898579.500000 Penalty: 3432.630615
	Iteration 18Q: 3 clusters Score -4898580 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -4898668.000000 Penalty: 3432.630615
	Iteration 19Q: 3 clusters Score -4898668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -4898736.500000 Penalty: 3432.630615
	Iteration 20F: 3 clusters Score -4898736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -4898800.000000 Penalty: 3432.630615
	Iteration 21Q: 3 clusters Score -4898800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -4898823.000000 Penalty: 3432.630615
	Iteration 22Q: 3 clusters Score -4898823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -4898862.000000 Penalty: 3432.630615
	Iteration 23Q: 3 clusters Score -4898862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -4898871.000000 Penalty: 3432.630615
	Iteration 24Q: 3 clusters Score -4898871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -4898871.500000 Penalty: 3432.630615
	Iteration 25Q: 3 clusters Score -4898872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -4898880.000000 Penalty: 3432.630615
	Iteration 26Q: 3 clusters Score -4898880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -4898886.500000 Penalty: 3432.630615
	Iteration 27Q: 3 clusters Score -4898886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -4898890.000000 Penalty: 3432.630615
	Iteration 28Q: 3 clusters Score -4898890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -4898891.000000 Penalty: 3432.630615
	Iteration 29Q: 3 clusters Score -4898891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -4898896.500000 Penalty: 3432.630615
	Iteration 30Q: 3 clusters Score -4898896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -4898895.000000 Penalty: 3432.630615
	Iteration 31Q: 3 clusters Score -4898895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -4898896.000000 Penalty: 3432.630615
	Iteration 32Q: 3 clusters Score -4898896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -4898898.000000 Penalty: 3432.630615
	Iteration 33Q: 3 clusters Score -4898898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -4898898.000000 Penalty: 3432.630615
	Iteration 34F: 3 clusters Score -4898898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -214397.203125 Penalty: 1212.423096
	Iteration 0F: 2 clusters Score -214397.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -212483.078125 Penalty: 2424.846191
	Iteration 0F: 3 clusters Score -212483.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -212843.968750 Penalty: 2424.846191
	Iteration 1F: 3 clusters Score -212844 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -212934.546875 Penalty: 2424.846191
	Iteration 2F: 3 clusters Score -212934.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -213005.484375 Penalty: 2424.846191
	Iteration 3Q: 3 clusters Score -213005.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -213053.296875 Penalty: 2424.846191
	Iteration 4Q: 3 clusters Score -213053.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -213079.203125 Penalty: 2424.846191
	Iteration 5Q: 3 clusters Score -213079.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -213095.046875 Penalty: 2424.846191
	Iteration 6Q: 3 clusters Score -213095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -213113.812500 Penalty: 2424.846191
	Iteration 7Q: 3 clusters Score -213113.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -213131.750000 Penalty: 2424.846191
	Iteration 8Q: 3 clusters Score -213131.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -213142.625000 Penalty: 2424.846191
	Iteration 9Q: 3 clusters Score -213142.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -213147.921875 Penalty: 2424.846191
	Iteration 10Q: 3 clusters Score -213147.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -213153.125000 Penalty: 2424.846191
	Iteration 11Q: 3 clusters Score -213153.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -213158.125000 Penalty: 2424.846191
	Iteration 12Q: 3 clusters Score -213158.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -213160.468750 Penalty: 2424.846191
	Iteration 13Q: 3 clusters Score -213160.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -213160.468750 Penalty: 2424.846191
	Iteration 14F: 3 clusters Score -213160.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79241 members 
Mstep: Class 4 contains 21139 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6364 members 
Mstep: Class 7 contains 44802 members 
Mstep: Class 8 contains 4004 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 27527 members 
Mstep: Class 11 contains 68575 members 
Mstep: Class 12 contains 82399 members 
Mstep: Class 13 contains 2158 members 
Mstep: Class 14 contains 68519 members 
Mstep: Class 15 contains 3734 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 10493 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16973 members 
Mstep: Class 20 contains 14652 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38636 members 
Mstep: Class 25 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637600.000000 Penalty: 53427.796875
Iteration 119Q: 26 clusters Score -6.26376e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79255 members 
Mstep: Class 4 contains 21115 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6364 members 
Mstep: Class 7 contains 44802 members 
Mstep: Class 8 contains 4002 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 27696 members 
Mstep: Class 11 contains 68536 members 
Mstep: Class 12 contains 82307 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 68502 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 10496 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16976 members 
Mstep: Class 20 contains 14653 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38631 members 
Mstep: Class 25 contains 1740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637676.000000 Penalty: 53427.796875
Iteration 120F: 26 clusters Score -6.263768e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79266 members 
Mstep: Class 4 contains 21093 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 44803 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 27878 members 
Mstep: Class 11 contains 68502 members 
Mstep: Class 12 contains 82225 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 68478 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 4688 members 
Mstep: Class 17 contains 10499 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16980 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38617 members 
Mstep: Class 25 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637696.000000 Penalty: 53427.796875
Iteration 121Q: 26 clusters Score -6.26377e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79272 members 
Mstep: Class 4 contains 21060 members 
Mstep: Class 5 contains 1883 members 
Mstep: Class 6 contains 6362 members 
Mstep: Class 7 contains 44807 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 28078 members 
Mstep: Class 11 contains 68460 members 
Mstep: Class 12 contains 82123 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 68458 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 10506 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16984 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3908 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38606 members 
Mstep: Class 25 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637728.000000 Penalty: 53427.796875
Iteration 122Q: 26 clusters Score -6.263773e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79288 members 
Mstep: Class 4 contains 21032 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 6365 members 
Mstep: Class 7 contains 44809 members 
Mstep: Class 8 contains 3991 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 28291 members 
Mstep: Class 11 contains 68412 members 
Mstep: Class 12 contains 81995 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 68443 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 4693 members 
Mstep: Class 17 contains 10507 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16986 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38594 members 
Mstep: Class 25 contains 1738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637900.000000 Penalty: 53427.796875
Iteration 123Q: 26 clusters Score -6.26379e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79304 members 
Mstep: Class 4 contains 20993 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 6364 members 
Mstep: Class 7 contains 44810 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 28498 members 
Mstep: Class 11 contains 68364 members 
Mstep: Class 12 contains 81881 members 
Mstep: Class 13 contains 2137 members 
Mstep: Class 14 contains 68427 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 10508 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16989 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3903 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38584 members 
Mstep: Class 25 contains 1738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637972.000000 Penalty: 53427.796875
Iteration 124Q: 26 clusters Score -6.263797e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79331 members 
Mstep: Class 4 contains 20951 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 6373 members 
Mstep: Class 7 contains 44812 members 
Mstep: Class 8 contains 3989 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 28688 members 
Mstep: Class 11 contains 68319 members 
Mstep: Class 12 contains 81766 members 
Mstep: Class 13 contains 2136 members 
Mstep: Class 14 contains 68402 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 10507 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16991 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38584 members 
Mstep: Class 25 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62637972.000000 Penalty: 53427.796875
Iteration 125Q: 26 clusters Score -6.263797e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79354 members 
Mstep: Class 4 contains 20919 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 44812 members 
Mstep: Class 8 contains 3985 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 28873 members 
Mstep: Class 11 contains 68284 members 
Mstep: Class 12 contains 81658 members 
Mstep: Class 13 contains 2134 members 
Mstep: Class 14 contains 68370 members 
Mstep: Class 15 contains 3737 members 
Mstep: Class 16 contains 4700 members 
Mstep: Class 17 contains 10510 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16993 members 
Mstep: Class 20 contains 14668 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3897 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38583 members 
Mstep: Class 25 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638088.000000 Penalty: 53427.796875
Iteration 126Q: 26 clusters Score -6.263809e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79378 members 
Mstep: Class 4 contains 20901 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6365 members 
Mstep: Class 7 contains 44813 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 29056 members 
Mstep: Class 11 contains 68261 members 
Mstep: Class 12 contains 81533 members 
Mstep: Class 13 contains 2131 members 
Mstep: Class 14 contains 68339 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 4700 members 
Mstep: Class 17 contains 10509 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 16996 members 
Mstep: Class 20 contains 14671 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3897 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38579 members 
Mstep: Class 25 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638040.000000 Penalty: 53427.796875
Iteration 127Q: 26 clusters Score -6.263804e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79407 members 
Mstep: Class 4 contains 20886 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6362 members 
Mstep: Class 7 contains 44815 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 29245 members 
Mstep: Class 11 contains 68244 members 
Mstep: Class 12 contains 81396 members 
Mstep: Class 13 contains 2125 members 
Mstep: Class 14 contains 68306 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 4701 members 
Mstep: Class 17 contains 10509 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17000 members 
Mstep: Class 20 contains 14672 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3895 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38569 members 
Mstep: Class 25 contains 1738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638088.000000 Penalty: 53427.796875
Iteration 128Q: 26 clusters Score -6.263809e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79427 members 
Mstep: Class 4 contains 20869 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6358 members 
Mstep: Class 7 contains 44816 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 29458 members 
Mstep: Class 11 contains 68216 members 
Mstep: Class 12 contains 81250 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 68282 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 10511 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17007 members 
Mstep: Class 20 contains 14674 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3895 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38560 members 
Mstep: Class 25 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638040.000000 Penalty: 53427.796875
Iteration 129Q: 26 clusters Score -6.263804e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79438 members 
Mstep: Class 4 contains 20848 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6355 members 
Mstep: Class 7 contains 44820 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 29656 members 
Mstep: Class 11 contains 68182 members 
Mstep: Class 12 contains 81130 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 68261 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 4701 members 
Mstep: Class 17 contains 10508 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17014 members 
Mstep: Class 20 contains 14673 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3893 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38551 members 
Mstep: Class 25 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638108.000000 Penalty: 53427.796875
Iteration 130Q: 26 clusters Score -6.263811e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79444 members 
Mstep: Class 4 contains 20824 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6349 members 
Mstep: Class 7 contains 44823 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 29842 members 
Mstep: Class 11 contains 68147 members 
Mstep: Class 12 contains 81030 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 68245 members 
Mstep: Class 15 contains 3733 members 
Mstep: Class 16 contains 4702 members 
Mstep: Class 17 contains 10507 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17019 members 
Mstep: Class 20 contains 14674 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3889 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38543 members 
Mstep: Class 25 contains 1738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638152.000000 Penalty: 53427.796875
Iteration 131Q: 26 clusters Score -6.263815e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79448 members 
Mstep: Class 4 contains 20799 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6347 members 
Mstep: Class 7 contains 44825 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 30040 members 
Mstep: Class 11 contains 68128 members 
Mstep: Class 12 contains 80911 members 
Mstep: Class 13 contains 2109 members 
Mstep: Class 14 contains 68217 members 
Mstep: Class 15 contains 3733 members 
Mstep: Class 16 contains 4704 members 
Mstep: Class 17 contains 10499 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17028 members 
Mstep: Class 20 contains 14678 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3888 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38534 members 
Mstep: Class 25 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638156.000000 Penalty: 53427.796875
Iteration 132Q: 26 clusters Score -6.263816e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79463 members 
Mstep: Class 4 contains 20772 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6346 members 
Mstep: Class 7 contains 44828 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 30221 members 
Mstep: Class 11 contains 68102 members 
Mstep: Class 12 contains 80790 members 
Mstep: Class 13 contains 2106 members 
Mstep: Class 14 contains 68192 members 
Mstep: Class 15 contains 3732 members 
Mstep: Class 16 contains 4707 members 
Mstep: Class 17 contains 10500 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17033 members 
Mstep: Class 20 contains 14679 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3887 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38534 members 
Mstep: Class 25 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638192.000000 Penalty: 53427.796875
Iteration 133Q: 26 clusters Score -6.263819e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79477 members 
Mstep: Class 4 contains 20758 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6345 members 
Mstep: Class 7 contains 44827 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 30395 members 
Mstep: Class 11 contains 68078 members 
Mstep: Class 12 contains 80685 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 68151 members 
Mstep: Class 15 contains 3730 members 
Mstep: Class 16 contains 4707 members 
Mstep: Class 17 contains 10507 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17037 members 
Mstep: Class 20 contains 14679 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3886 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38532 members 
Mstep: Class 25 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638360.000000 Penalty: 53427.796875
Iteration 134Q: 26 clusters Score -6.263836e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79490 members 
Mstep: Class 4 contains 20731 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 44827 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 30589 members 
Mstep: Class 11 contains 68051 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 68110 members 
Mstep: Class 15 contains 3730 members 
Mstep: Class 16 contains 4708 members 
Mstep: Class 17 contains 10516 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17042 members 
Mstep: Class 20 contains 14679 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3885 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38528 members 
Mstep: Class 25 contains 1740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638432.000000 Penalty: 53427.796875
Iteration 135Q: 26 clusters Score -6.263843e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79489 members 
Mstep: Class 4 contains 20703 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 6337 members 
Mstep: Class 7 contains 44828 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 30771 members 
Mstep: Class 11 contains 68035 members 
Mstep: Class 12 contains 80483 members 
Mstep: Class 13 contains 2102 members 
Mstep: Class 14 contains 68065 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 4709 members 
Mstep: Class 17 contains 10526 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17049 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3882 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38520 members 
Mstep: Class 25 contains 1740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638396.000000 Penalty: 53427.796875
Iteration 136Q: 26 clusters Score -6.26384e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79499 members 
Mstep: Class 4 contains 20678 members 
Mstep: Class 5 contains 1877 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 44827 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 30960 members 
Mstep: Class 11 contains 68021 members 
Mstep: Class 12 contains 80375 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 68021 members 
Mstep: Class 15 contains 3726 members 
Mstep: Class 16 contains 4710 members 
Mstep: Class 17 contains 10528 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17056 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3880 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38514 members 
Mstep: Class 25 contains 1742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638396.000000 Penalty: 53427.796875
Iteration 137Q: 26 clusters Score -6.26384e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79514 members 
Mstep: Class 4 contains 20654 members 
Mstep: Class 5 contains 1877 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 44828 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 31151 members 
Mstep: Class 11 contains 67996 members 
Mstep: Class 12 contains 80257 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 67977 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 4711 members 
Mstep: Class 17 contains 10536 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17063 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3879 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38506 members 
Mstep: Class 25 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638340.000000 Penalty: 53427.796875
Iteration 138Q: 26 clusters Score -6.263834e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79522 members 
Mstep: Class 4 contains 20632 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 6329 members 
Mstep: Class 7 contains 44828 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 31357 members 
Mstep: Class 11 contains 67950 members 
Mstep: Class 12 contains 80144 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 67942 members 
Mstep: Class 15 contains 3727 members 
Mstep: Class 16 contains 4711 members 
Mstep: Class 17 contains 10551 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17068 members 
Mstep: Class 20 contains 14681 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3879 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38500 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638408.000000 Penalty: 53427.796875
Iteration 139Q: 26 clusters Score -6.263841e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79532 members 
Mstep: Class 4 contains 20620 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 44828 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 31560 members 
Mstep: Class 11 contains 67920 members 
Mstep: Class 12 contains 80024 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 67894 members 
Mstep: Class 15 contains 3727 members 
Mstep: Class 16 contains 4712 members 
Mstep: Class 17 contains 10563 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17071 members 
Mstep: Class 20 contains 14682 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3878 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38489 members 
Mstep: Class 25 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638444.000000 Penalty: 53427.796875
Iteration 140F: 26 clusters Score -6.263844e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79537 members 
Mstep: Class 4 contains 20596 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 44828 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 31765 members 
Mstep: Class 11 contains 67891 members 
Mstep: Class 12 contains 79920 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 67855 members 
Mstep: Class 15 contains 3725 members 
Mstep: Class 16 contains 4712 members 
Mstep: Class 17 contains 10573 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17071 members 
Mstep: Class 20 contains 14682 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3880 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38477 members 
Mstep: Class 25 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638480.000000 Penalty: 53427.796875
Iteration 141Q: 26 clusters Score -6.263848e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79546 members 
Mstep: Class 4 contains 20574 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 44829 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 31967 members 
Mstep: Class 11 contains 67850 members 
Mstep: Class 12 contains 79813 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 67818 members 
Mstep: Class 15 contains 3725 members 
Mstep: Class 16 contains 4714 members 
Mstep: Class 17 contains 10584 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17071 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3876 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38473 members 
Mstep: Class 25 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638408.000000 Penalty: 53427.796875
Iteration 142Q: 26 clusters Score -6.263841e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79552 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 6313 members 
Mstep: Class 7 contains 44829 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 32178 members 
Mstep: Class 11 contains 67831 members 
Mstep: Class 12 contains 79684 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 67780 members 
Mstep: Class 15 contains 3724 members 
Mstep: Class 16 contains 4714 members 
Mstep: Class 17 contains 10593 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17072 members 
Mstep: Class 20 contains 14682 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3872 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38464 members 
Mstep: Class 25 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638424.000000 Penalty: 53427.796875
Iteration 143Q: 26 clusters Score -6.263842e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79563 members 
Mstep: Class 4 contains 20528 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 44832 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 32388 members 
Mstep: Class 11 contains 67812 members 
Mstep: Class 12 contains 79555 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 67739 members 
Mstep: Class 15 contains 3724 members 
Mstep: Class 16 contains 4715 members 
Mstep: Class 17 contains 10600 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17072 members 
Mstep: Class 20 contains 14681 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38462 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638404.000000 Penalty: 53427.796875
Iteration 144Q: 26 clusters Score -6.26384e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79558 members 
Mstep: Class 4 contains 20509 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 32586 members 
Mstep: Class 11 contains 67780 members 
Mstep: Class 12 contains 79450 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 67705 members 
Mstep: Class 15 contains 3723 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 10610 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17071 members 
Mstep: Class 20 contains 14679 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38458 members 
Mstep: Class 25 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638392.000000 Penalty: 53427.796875
Iteration 145Q: 26 clusters Score -6.263839e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79570 members 
Mstep: Class 4 contains 20483 members 
Mstep: Class 5 contains 1877 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 32809 members 
Mstep: Class 11 contains 67748 members 
Mstep: Class 12 contains 79312 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 67664 members 
Mstep: Class 15 contains 3722 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 10617 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17072 members 
Mstep: Class 20 contains 14678 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38449 members 
Mstep: Class 25 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638464.000000 Penalty: 53427.796875
Iteration 146Q: 26 clusters Score -6.263846e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79584 members 
Mstep: Class 4 contains 20450 members 
Mstep: Class 5 contains 1877 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 33048 members 
Mstep: Class 11 contains 67705 members 
Mstep: Class 12 contains 79173 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 14 contains 67627 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 4715 members 
Mstep: Class 17 contains 10623 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17073 members 
Mstep: Class 20 contains 14679 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38443 members 
Mstep: Class 25 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638412.000000 Penalty: 53427.796875
Iteration 147Q: 26 clusters Score -6.263841e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79601 members 
Mstep: Class 4 contains 20417 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 33296 members 
Mstep: Class 11 contains 67660 members 
Mstep: Class 12 contains 79029 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 67590 members 
Mstep: Class 15 contains 3719 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 10625 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17073 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3867 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38439 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638416.000000 Penalty: 53427.796875
Iteration 148Q: 26 clusters Score -6.263842e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79610 members 
Mstep: Class 4 contains 20389 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 44830 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 33557 members 
Mstep: Class 11 contains 67620 members 
Mstep: Class 12 contains 78874 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 67561 members 
Mstep: Class 15 contains 3719 members 
Mstep: Class 16 contains 4717 members 
Mstep: Class 17 contains 10626 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17072 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38435 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638480.000000 Penalty: 53427.796875
Iteration 149Q: 26 clusters Score -6.263848e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79622 members 
Mstep: Class 4 contains 20355 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 6314 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 33820 members 
Mstep: Class 11 contains 67587 members 
Mstep: Class 12 contains 78695 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 67533 members 
Mstep: Class 15 contains 3717 members 
Mstep: Class 16 contains 4718 members 
Mstep: Class 17 contains 10626 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17071 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3867 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38434 members 
Mstep: Class 25 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638524.000000 Penalty: 53427.796875
Iteration 150Q: 26 clusters Score -6.263852e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79654 members 
Mstep: Class 4 contains 20320 members 
Mstep: Class 5 contains 1875 members 
Mstep: Class 6 contains 6317 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 34080 members 
Mstep: Class 11 contains 67554 members 
Mstep: Class 12 contains 78505 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 67498 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 16 contains 4721 members 
Mstep: Class 17 contains 10627 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17068 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3872 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38432 members 
Mstep: Class 25 contains 1744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638652.000000 Penalty: 53427.796875
Iteration 151Q: 26 clusters Score -6.263865e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79672 members 
Mstep: Class 4 contains 20287 members 
Mstep: Class 5 contains 1874 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 44832 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 34377 members 
Mstep: Class 11 contains 67515 members 
Mstep: Class 12 contains 78325 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 67446 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 4722 members 
Mstep: Class 17 contains 10627 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17068 members 
Mstep: Class 20 contains 14679 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3873 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38423 members 
Mstep: Class 25 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638692.000000 Penalty: 53427.796875
Iteration 152Q: 26 clusters Score -6.263869e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79708 members 
Mstep: Class 4 contains 20250 members 
Mstep: Class 5 contains 1874 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 44832 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 34688 members 
Mstep: Class 11 contains 67469 members 
Mstep: Class 12 contains 78103 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 67409 members 
Mstep: Class 15 contains 3710 members 
Mstep: Class 16 contains 4724 members 
Mstep: Class 17 contains 10628 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17065 members 
Mstep: Class 20 contains 14679 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3874 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38423 members 
Mstep: Class 25 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638632.000000 Penalty: 53427.796875
Iteration 153Q: 26 clusters Score -6.263863e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79745 members 
Mstep: Class 4 contains 20214 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 44832 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 35012 members 
Mstep: Class 11 contains 67407 members 
Mstep: Class 12 contains 77899 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 67359 members 
Mstep: Class 15 contains 3709 members 
Mstep: Class 16 contains 4725 members 
Mstep: Class 17 contains 10635 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 17063 members 
Mstep: Class 20 contains 14679 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3874 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38411 members 
Mstep: Class 25 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638764.000000 Penalty: 53427.796875
Iteration 154Q: 26 clusters Score -6.263876e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79780 members 
Mstep: Class 4 contains 20185 members 
Mstep: Class 5 contains 1877 members 
Mstep: Class 6 contains 6311 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 35359 members 
Mstep: Class 11 contains 67348 members 
Mstep: Class 12 contains 77676 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 67302 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 16 contains 4726 members 
Mstep: Class 17 contains 10637 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17058 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3871 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38403 members 
Mstep: Class 25 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638772.000000 Penalty: 53427.796875
Iteration 155Q: 26 clusters Score -6.263877e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79801 members 
Mstep: Class 4 contains 20142 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 6307 members 
Mstep: Class 7 contains 44832 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 35769 members 
Mstep: Class 11 contains 67325 members 
Mstep: Class 12 contains 77389 members 
Mstep: Class 13 contains 2061 members 
Mstep: Class 14 contains 67236 members 
Mstep: Class 15 contains 3703 members 
Mstep: Class 16 contains 4727 members 
Mstep: Class 17 contains 10635 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17058 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3871 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38403 members 
Mstep: Class 25 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62638856.000000 Penalty: 53427.796875
Iteration 156Q: 26 clusters Score -6.263886e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79835 members 
Mstep: Class 4 contains 20102 members 
Mstep: Class 5 contains 1877 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 36166 members 
Mstep: Class 11 contains 67297 members 
Mstep: Class 12 contains 77116 members 
Mstep: Class 13 contains 2064 members 
Mstep: Class 14 contains 67156 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 4729 members 
Mstep: Class 17 contains 10636 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17057 members 
Mstep: Class 20 contains 14682 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3867 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38395 members 
Mstep: Class 25 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639060.000000 Penalty: 53427.796875
Iteration 157Q: 26 clusters Score -6.263906e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79874 members 
Mstep: Class 4 contains 20067 members 
Mstep: Class 5 contains 1877 members 
Mstep: Class 6 contains 6296 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 36584 members 
Mstep: Class 11 contains 67274 members 
Mstep: Class 12 contains 76826 members 
Mstep: Class 13 contains 2065 members 
Mstep: Class 14 contains 67075 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 4730 members 
Mstep: Class 17 contains 10635 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17056 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3860 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38387 members 
Mstep: Class 25 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639148.000000 Penalty: 53427.796875
Iteration 158Q: 26 clusters Score -6.263915e+07 nChanged 776
Entering ConstructFrom: 
Score: -62639148.000000 Penalty: 53427.796875
Entering ConstructFrom: 
Trying to split cluster 1 (4212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Entering Unmasked Estep 
Score: -525256.375000 Penalty: 1356.175049
	Iteration 0F: 2 clusters Score -525256.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -521766.031250 Penalty: 2712.350098
	Iteration 0F: 3 clusters Score -521766 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -522703.687500 Penalty: 2712.350098
	Iteration 1F: 3 clusters Score -522703.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -522850.562500 Penalty: 2712.350098
	Iteration 2F: 3 clusters Score -522850.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -522934.125000 Penalty: 2712.350098
	Iteration 3Q: 3 clusters Score -522934.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -522982.468750 Penalty: 2712.350098
	Iteration 4Q: 3 clusters Score -522982.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -523025.468750 Penalty: 2712.350098
	Iteration 5Q: 3 clusters Score -523025.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -523068.125000 Penalty: 2712.350098
	Iteration 6Q: 3 clusters Score -523068.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -523099.468750 Penalty: 2712.350098
	Iteration 7Q: 3 clusters Score -523099.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -523127.687500 Penalty: 2712.350098
	Iteration 8Q: 3 clusters Score -523127.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -523154.125000 Penalty: 2712.350098
	Iteration 9Q: 3 clusters Score -523154.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -523184.812500 Penalty: 2712.350098
	Iteration 10Q: 3 clusters Score -523184.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -523222.156250 Penalty: 2712.350098
	Iteration 11Q: 3 clusters Score -523222.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -523273.625000 Penalty: 2712.350098
	Iteration 12Q: 3 clusters Score -523273.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -523327.406250 Penalty: 2712.350098
	Iteration 13Q: 3 clusters Score -523327.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -523376.343750 Penalty: 2712.350098
	Iteration 14Q: 3 clusters Score -523376.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -523430.718750 Penalty: 2712.350098
	Iteration 15Q: 3 clusters Score -523430.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -523493.843750 Penalty: 2712.350098
	Iteration 16Q: 3 clusters Score -523493.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -523568.562500 Penalty: 2712.350098
	Iteration 17Q: 3 clusters Score -523568.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -523656.093750 Penalty: 2712.350098
	Iteration 18Q: 3 clusters Score -523656.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -523739.312500 Penalty: 2712.350098
	Iteration 19Q: 3 clusters Score -523739.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -523817.656250 Penalty: 2712.350098
	Iteration 20F: 3 clusters Score -523817.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -523872.437500 Penalty: 2712.350098
	Iteration 21Q: 3 clusters Score -523872.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -523920.062500 Penalty: 2712.350098
	Iteration 22Q: 3 clusters Score -523920.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -523950.031250 Penalty: 2712.350098
	Iteration 23Q: 3 clusters Score -523950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -523973.593750 Penalty: 2712.350098
	Iteration 24Q: 3 clusters Score -523973.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -523987.718750 Penalty: 2712.350098
	Iteration 25Q: 3 clusters Score -523987.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -523996.187500 Penalty: 2712.350098
	Iteration 26Q: 3 clusters Score -523996.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -524002.093750 Penalty: 2712.350098
	Iteration 27Q: 3 clusters Score -524002.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -524005.468750 Penalty: 2712.350098
	Iteration 28Q: 3 clusters Score -524005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -524008.656250 Penalty: 2712.350098
	Iteration 29Q: 3 clusters Score -524008.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -524011.875000 Penalty: 2712.350098
	Iteration 30Q: 3 clusters Score -524011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -524012.125000 Penalty: 2712.350098
	Iteration 31Q: 3 clusters Score -524012.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -524012.125000 Penalty: 2712.350098
	Iteration 32F: 3 clusters Score -524012.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -449760.750000 Penalty: 1336.164917
	Iteration 0F: 2 clusters Score -449760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -446616.906250 Penalty: 2672.329834
	Iteration 0F: 3 clusters Score -446616.9 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -447405.781250 Penalty: 2672.329834
	Iteration 1F: 3 clusters Score -447405.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -447558.343750 Penalty: 2672.329834
	Iteration 2F: 3 clusters Score -447558.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -447644.656250 Penalty: 2672.329834
	Iteration 3F: 3 clusters Score -447644.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -447704.437500 Penalty: 2672.329834
	Iteration 4Q: 3 clusters Score -447704.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -447750.250000 Penalty: 2672.329834
	Iteration 5Q: 3 clusters Score -447750.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -447790.843750 Penalty: 2672.329834
	Iteration 6Q: 3 clusters Score -447790.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -447812.593750 Penalty: 2672.329834
	Iteration 7Q: 3 clusters Score -447812.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -447827.343750 Penalty: 2672.329834
	Iteration 8Q: 3 clusters Score -447827.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -447840.406250 Penalty: 2672.329834
	Iteration 9Q: 3 clusters Score -447840.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -447852.718750 Penalty: 2672.329834
	Iteration 10Q: 3 clusters Score -447852.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -447864.281250 Penalty: 2672.329834
	Iteration 11Q: 3 clusters Score -447864.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -447877.656250 Penalty: 2672.329834
	Iteration 12Q: 3 clusters Score -447877.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -447893.250000 Penalty: 2672.329834
	Iteration 13Q: 3 clusters Score -447893.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -447906.937500 Penalty: 2672.329834
	Iteration 14Q: 3 clusters Score -447906.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -447916.093750 Penalty: 2672.329834
	Iteration 15Q: 3 clusters Score -447916.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -447930.312500 Penalty: 2672.329834
	Iteration 16Q: 3 clusters Score -447930.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -447946.156250 Penalty: 2672.329834
	Iteration 17Q: 3 clusters Score -447946.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -447957.468750 Penalty: 2672.329834
	Iteration 18Q: 3 clusters Score -447957.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -447969.843750 Penalty: 2672.329834
	Iteration 19Q: 3 clusters Score -447969.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -447978.875000 Penalty: 2672.329834
	Iteration 20F: 3 clusters Score -447978.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -447988.875000 Penalty: 2672.329834
	Iteration 21Q: 3 clusters Score -447988.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -448001.062500 Penalty: 2672.329834
	Iteration 22Q: 3 clusters Score -448001.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -448017.125000 Penalty: 2672.329834
	Iteration 23Q: 3 clusters Score -448017.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -448037.781250 Penalty: 2672.329834
	Iteration 24Q: 3 clusters Score -448037.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -448062.500000 Penalty: 2672.329834
	Iteration 25Q: 3 clusters Score -448062.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -448083.750000 Penalty: 2672.329834
	Iteration 26Q: 3 clusters Score -448083.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -448101.781250 Penalty: 2672.329834
	Iteration 27Q: 3 clusters Score -448101.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -448120.312500 Penalty: 2672.329834
	Iteration 28Q: 3 clusters Score -448120.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -448132.343750 Penalty: 2672.329834
	Iteration 29Q: 3 clusters Score -448132.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -448146.750000 Penalty: 2672.329834
	Iteration 30Q: 3 clusters Score -448146.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -448162.375000 Penalty: 2672.329834
	Iteration 31Q: 3 clusters Score -448162.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -448175.875000 Penalty: 2672.329834
	Iteration 32Q: 3 clusters Score -448175.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -448187.562500 Penalty: 2672.329834
	Iteration 33Q: 3 clusters Score -448187.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -448200.562500 Penalty: 2672.329834
	Iteration 34Q: 3 clusters Score -448200.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -448214.468750 Penalty: 2672.329834
	Iteration 35Q: 3 clusters Score -448214.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -448230.531250 Penalty: 2672.329834
	Iteration 36Q: 3 clusters Score -448230.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -448243.656250 Penalty: 2672.329834
	Iteration 37Q: 3 clusters Score -448243.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -448263.187500 Penalty: 2672.329834
	Iteration 38Q: 3 clusters Score -448263.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -448286.000000 Penalty: 2672.329834
	Iteration 39Q: 3 clusters Score -448286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -448311.875000 Penalty: 2672.329834
	Iteration 40F: 3 clusters Score -448311.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -448341.375000 Penalty: 2672.329834
	Iteration 41Q: 3 clusters Score -448341.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -448365.812500 Penalty: 2672.329834
	Iteration 42Q: 3 clusters Score -448365.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -448387.562500 Penalty: 2672.329834
	Iteration 43Q: 3 clusters Score -448387.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -448404.250000 Penalty: 2672.329834
	Iteration 44Q: 3 clusters Score -448404.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -448425.562500 Penalty: 2672.329834
	Iteration 45Q: 3 clusters Score -448425.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -448450.718750 Penalty: 2672.329834
	Iteration 46Q: 3 clusters Score -448450.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -448465.375000 Penalty: 2672.329834
	Iteration 47Q: 3 clusters Score -448465.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -448478.218750 Penalty: 2672.329834
	Iteration 48Q: 3 clusters Score -448478.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -448483.500000 Penalty: 2672.329834
	Iteration 49Q: 3 clusters Score -448483.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -448485.906250 Penalty: 2672.329834
	Iteration 50Q: 3 clusters Score -448485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -448488.437500 Penalty: 2672.329834
	Iteration 51Q: 3 clusters Score -448488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -448493.093750 Penalty: 2672.329834
	Iteration 52Q: 3 clusters Score -448493.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -448495.500000 Penalty: 2672.329834
	Iteration 53Q: 3 clusters Score -448495.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -448497.687500 Penalty: 2672.329834
	Iteration 54Q: 3 clusters Score -448497.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -448501.468750 Penalty: 2672.329834
	Iteration 55Q: 3 clusters Score -448501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -448505.875000 Penalty: 2672.329834
	Iteration 56Q: 3 clusters Score -448505.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -448509.031250 Penalty: 2672.329834
	Iteration 57Q: 3 clusters Score -448509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -448513.187500 Penalty: 2672.329834
	Iteration 58Q: 3 clusters Score -448513.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -448515.500000 Penalty: 2672.329834
	Iteration 59Q: 3 clusters Score -448515.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -448520.031250 Penalty: 2672.329834
	Iteration 60F: 3 clusters Score -448520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -448523.406250 Penalty: 2672.329834
	Iteration 61Q: 3 clusters Score -448523.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -448526.906250 Penalty: 2672.329834
	Iteration 62Q: 3 clusters Score -448526.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -448529.781250 Penalty: 2672.329834
	Iteration 63Q: 3 clusters Score -448529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -448532.062500 Penalty: 2672.329834
	Iteration 64Q: 3 clusters Score -448532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -448534.062500 Penalty: 2672.329834
	Iteration 65Q: 3 clusters Score -448534.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -448535.531250 Penalty: 2672.329834
	Iteration 66Q: 3 clusters Score -448535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -448537.625000 Penalty: 2672.329834
	Iteration 67Q: 3 clusters Score -448537.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -448540.187500 Penalty: 2672.329834
	Iteration 68Q: 3 clusters Score -448540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -448539.750000 Penalty: 2672.329834
	Iteration 69Q: 3 clusters Score -448539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -448541.125000 Penalty: 2672.329834
	Iteration 70Q: 3 clusters Score -448541.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -448541.000000 Penalty: 2672.329834
	Iteration 71Q: 3 clusters Score -448541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -448541.093750 Penalty: 2672.329834
	Iteration 72Q: 3 clusters Score -448541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -448541.093750 Penalty: 2672.329834
	Iteration 73F: 3 clusters Score -448541.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (79904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Entering Unmasked Estep 
Score: -9944146.000000 Penalty: 1834.394409
	Iteration 0F: 2 clusters Score -9944146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -9894324.000000 Penalty: 3668.788818
	Iteration 0F: 3 clusters Score -9894324 nChanged 38159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -9916324.000000 Penalty: 3668.788818
	Iteration 1F: 3 clusters Score -9916324 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -9916974.000000 Penalty: 3668.788818
	Iteration 2Q: 3 clusters Score -9916974 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -9917690.000000 Penalty: 3668.788818
	Iteration 3Q: 3 clusters Score -9917690 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -9918431.000000 Penalty: 3668.788818
	Iteration 4Q: 3 clusters Score -9918431 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -9919484.000000 Penalty: 3668.788818
	Iteration 5Q: 3 clusters Score -9919484 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -9920789.000000 Penalty: 3668.788818
	Iteration 6Q: 3 clusters Score -9920789 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -9922582.000000 Penalty: 3668.788818
	Iteration 7F: 3 clusters Score -9922582 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -9924702.000000 Penalty: 3668.788818
	Iteration 8F: 3 clusters Score -9924702 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -9927175.000000 Penalty: 3668.788818
	Iteration 9F: 3 clusters Score -9927175 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -9929752.000000 Penalty: 3668.788818
	Iteration 10F: 3 clusters Score -9929752 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -9932576.000000 Penalty: 3668.788818
	Iteration 11F: 3 clusters Score -9932576 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -9935239.000000 Penalty: 3668.788818
	Iteration 12F: 3 clusters Score -9935239 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 73568 members 
Entering Unmasked Estep 
Score: -9937711.000000 Penalty: 3668.788818
	Iteration 13Q: 3 clusters Score -9937711 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -9939687.000000 Penalty: 3668.788818
	Iteration 14Q: 3 clusters Score -9939687 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
Score: -9941237.000000 Penalty: 3668.788818
	Iteration 15Q: 3 clusters Score -9941237 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -9942126.000000 Penalty: 3668.788818
	Iteration 16Q: 3 clusters Score -9942126 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -9942557.000000 Penalty: 3668.788818
	Iteration 17Q: 3 clusters Score -9942557 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 79267 members 
Entering Unmasked Estep 
Score: -9942768.000000 Penalty: 3668.788818
	Iteration 18Q: 3 clusters Score -9942768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
Score: -9942873.000000 Penalty: 3668.788818
	Iteration 19Q: 3 clusters Score -9942873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
Score: -9942931.000000 Penalty: 3668.788818
	Iteration 20F: 3 clusters Score -9942931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -9942973.000000 Penalty: 3668.788818
	Iteration 21Q: 3 clusters Score -9942973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -9942998.000000 Penalty: 3668.788818
	Iteration 22Q: 3 clusters Score -9942998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -9943012.000000 Penalty: 3668.788818
	Iteration 23Q: 3 clusters Score -9943012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 79422 members 
Entering Unmasked Estep 
Score: -9943015.000000 Penalty: 3668.788818
	Iteration 24Q: 3 clusters Score -9943015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -9943027.000000 Penalty: 3668.788818
	Iteration 25Q: 3 clusters Score -9943027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -9943037.000000 Penalty: 3668.788818
	Iteration 26Q: 3 clusters Score -9943037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -9943049.000000 Penalty: 3668.788818
	Iteration 27Q: 3 clusters Score -9943049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -9943055.000000 Penalty: 3668.788818
	Iteration 28Q: 3 clusters Score -9943055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -9943060.000000 Penalty: 3668.788818
	Iteration 29Q: 3 clusters Score -9943060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -9943069.000000 Penalty: 3668.788818
	Iteration 30Q: 3 clusters Score -9943069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -9943078.000000 Penalty: 3668.788818
	Iteration 31Q: 3 clusters Score -9943078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -9943085.000000 Penalty: 3668.788818
	Iteration 32Q: 3 clusters Score -9943085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -9943074.000000 Penalty: 3668.788818
	Iteration 33Q: 3 clusters Score -9943074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -9943072.000000 Penalty: 3668.788818
	Iteration 34Q: 3 clusters Score -9943072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -9943075.000000 Penalty: 3668.788818
	Iteration 35Q: 3 clusters Score -9943075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -9943075.000000 Penalty: 3668.788818
	Iteration 36F: 3 clusters Score -9943075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Entering Unmasked Estep 
Score: -2491412.500000 Penalty: 1609.511597
	Iteration 0F: 2 clusters Score -2491412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2477744.000000 Penalty: 3219.023193
	Iteration 0F: 3 clusters Score -2477744 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2482759.000000 Penalty: 3219.023193
	Iteration 1F: 3 clusters Score -2482759 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2483118.500000 Penalty: 3219.023193
	Iteration 2Q: 3 clusters Score -2483118 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2483441.500000 Penalty: 3219.023193
	Iteration 3Q: 3 clusters Score -2483442 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2483741.500000 Penalty: 3219.023193
	Iteration 4Q: 3 clusters Score -2483742 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2484033.500000 Penalty: 3219.023193
	Iteration 5Q: 3 clusters Score -2484034 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2484368.250000 Penalty: 3219.023193
	Iteration 6Q: 3 clusters Score -2484368 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2484725.000000 Penalty: 3219.023193
	Iteration 7Q: 3 clusters Score -2484725 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2485086.250000 Penalty: 3219.023193
	Iteration 8Q: 3 clusters Score -2485086 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2485479.000000 Penalty: 3219.023193
	Iteration 9Q: 3 clusters Score -2485479 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2485911.500000 Penalty: 3219.023193
	Iteration 10Q: 3 clusters Score -2485912 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2486429.250000 Penalty: 3219.023193
	Iteration 11Q: 3 clusters Score -2486429 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2487040.000000 Penalty: 3219.023193
	Iteration 12Q: 3 clusters Score -2487040 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2487717.500000 Penalty: 3219.023193
	Iteration 13F: 3 clusters Score -2487718 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2488358.000000 Penalty: 3219.023193
	Iteration 14Q: 3 clusters Score -2488358 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2488934.000000 Penalty: 3219.023193
	Iteration 15Q: 3 clusters Score -2488934 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2489369.000000 Penalty: 3219.023193
	Iteration 16Q: 3 clusters Score -2489369 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2489633.250000 Penalty: 3219.023193
	Iteration 17Q: 3 clusters Score -2489633 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2489781.500000 Penalty: 3219.023193
	Iteration 18Q: 3 clusters Score -2489782 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2489872.750000 Penalty: 3219.023193
	Iteration 19Q: 3 clusters Score -2489873 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2489927.000000 Penalty: 3219.023193
	Iteration 20F: 3 clusters Score -2489927 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2489962.250000 Penalty: 3219.023193
	Iteration 21Q: 3 clusters Score -2489962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2489990.500000 Penalty: 3219.023193
	Iteration 22Q: 3 clusters Score -2489990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2490019.750000 Penalty: 3219.023193
	Iteration 23Q: 3 clusters Score -2490020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2490049.000000 Penalty: 3219.023193
	Iteration 24Q: 3 clusters Score -2490049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2490066.500000 Penalty: 3219.023193
	Iteration 25Q: 3 clusters Score -2490066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2490077.250000 Penalty: 3219.023193
	Iteration 26Q: 3 clusters Score -2490077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2490085.500000 Penalty: 3219.023193
	Iteration 27Q: 3 clusters Score -2490086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2490092.500000 Penalty: 3219.023193
	Iteration 28Q: 3 clusters Score -2490092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2490094.500000 Penalty: 3219.023193
	Iteration 29Q: 3 clusters Score -2490094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2490105.250000 Penalty: 3219.023193
	Iteration 30Q: 3 clusters Score -2490105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2490111.500000 Penalty: 3219.023193
	Iteration 31Q: 3 clusters Score -2490112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2490111.750000 Penalty: 3219.023193
	Iteration 32Q: 3 clusters Score -2490112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2490114.750000 Penalty: 3219.023193
	Iteration 33Q: 3 clusters Score -2490115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2490116.500000 Penalty: 3219.023193
	Iteration 34Q: 3 clusters Score -2490116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2490116.750000 Penalty: 3219.023193
	Iteration 35Q: 3 clusters Score -2490117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2490119.250000 Penalty: 3219.023193
	Iteration 36Q: 3 clusters Score -2490119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2490119.500000 Penalty: 3219.023193
	Iteration 37Q: 3 clusters Score -2490120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2490120.500000 Penalty: 3219.023193
	Iteration 38Q: 3 clusters Score -2490120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2490120.750000 Penalty: 3219.023193
	Iteration 39Q: 3 clusters Score -2490121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2490120.750000 Penalty: 3219.023193
	Iteration 40F: 3 clusters Score -2490121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -228248.359375 Penalty: 1224.918945
	Iteration 0F: 2 clusters Score -228248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -226211.265625 Penalty: 2449.837891
	Iteration 0F: 3 clusters Score -226211.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -226638.671875 Penalty: 2449.837891
	Iteration 1F: 3 clusters Score -226638.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -226753.609375 Penalty: 2449.837891
	Iteration 2F: 3 clusters Score -226753.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -226819.640625 Penalty: 2449.837891
	Iteration 3F: 3 clusters Score -226819.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -226865.750000 Penalty: 2449.837891
	Iteration 4Q: 3 clusters Score -226865.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -226900.062500 Penalty: 2449.837891
	Iteration 5Q: 3 clusters Score -226900.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -226918.078125 Penalty: 2449.837891
	Iteration 6Q: 3 clusters Score -226918.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -226930.468750 Penalty: 2449.837891
	Iteration 7Q: 3 clusters Score -226930.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -226946.218750 Penalty: 2449.837891
	Iteration 8Q: 3 clusters Score -226946.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -226970.750000 Penalty: 2449.837891
	Iteration 9Q: 3 clusters Score -226970.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -226992.234375 Penalty: 2449.837891
	Iteration 10Q: 3 clusters Score -226992.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -227007.375000 Penalty: 2449.837891
	Iteration 11Q: 3 clusters Score -227007.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -227022.093750 Penalty: 2449.837891
	Iteration 12Q: 3 clusters Score -227022.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -227030.250000 Penalty: 2449.837891
	Iteration 13Q: 3 clusters Score -227030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -227036.281250 Penalty: 2449.837891
	Iteration 14Q: 3 clusters Score -227036.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -227042.656250 Penalty: 2449.837891
	Iteration 15Q: 3 clusters Score -227042.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -227045.828125 Penalty: 2449.837891
	Iteration 16Q: 3 clusters Score -227045.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -227053.359375 Penalty: 2449.837891
	Iteration 17Q: 3 clusters Score -227053.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -227057.656250 Penalty: 2449.837891
	Iteration 18Q: 3 clusters Score -227057.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -227063.531250 Penalty: 2449.837891
	Iteration 19Q: 3 clusters Score -227063.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -227069.640625 Penalty: 2449.837891
	Iteration 20F: 3 clusters Score -227069.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -227076.562500 Penalty: 2449.837891
	Iteration 21Q: 3 clusters Score -227076.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -227080.437500 Penalty: 2449.837891
	Iteration 22Q: 3 clusters Score -227080.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -227086.359375 Penalty: 2449.837891
	Iteration 23Q: 3 clusters Score -227086.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -227097.062500 Penalty: 2449.837891
	Iteration 24Q: 3 clusters Score -227097.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -227106.640625 Penalty: 2449.837891
	Iteration 25Q: 3 clusters Score -227106.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -227113.765625 Penalty: 2449.837891
	Iteration 26Q: 3 clusters Score -227113.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -227116.250000 Penalty: 2449.837891
	Iteration 27Q: 3 clusters Score -227116.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -227119.812500 Penalty: 2449.837891
	Iteration 28Q: 3 clusters Score -227119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -227121.062500 Penalty: 2449.837891
	Iteration 29Q: 3 clusters Score -227121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -227120.890625 Penalty: 2449.837891
	Iteration 30Q: 3 clusters Score -227120.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -227120.890625 Penalty: 2449.837891
	Iteration 31F: 3 clusters Score -227120.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Entering Unmasked Estep 
Score: -745302.500000 Penalty: 1421.470581
	Iteration 0F: 2 clusters Score -745302.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -740515.250000 Penalty: 2842.941162
	Iteration 0F: 3 clusters Score -740515.2 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -741966.187500 Penalty: 2842.941162
	Iteration 1F: 3 clusters Score -741966.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -742178.375000 Penalty: 2842.941162
	Iteration 2F: 3 clusters Score -742178.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -742347.812500 Penalty: 2842.941162
	Iteration 3F: 3 clusters Score -742347.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -742477.125000 Penalty: 2842.941162
	Iteration 4Q: 3 clusters Score -742477.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -742588.187500 Penalty: 2842.941162
	Iteration 5Q: 3 clusters Score -742588.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -742690.125000 Penalty: 2842.941162
	Iteration 6Q: 3 clusters Score -742690.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -742815.500000 Penalty: 2842.941162
	Iteration 7Q: 3 clusters Score -742815.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -742941.875000 Penalty: 2842.941162
	Iteration 8Q: 3 clusters Score -742941.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -743075.687500 Penalty: 2842.941162
	Iteration 9Q: 3 clusters Score -743075.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -743230.687500 Penalty: 2842.941162
	Iteration 10Q: 3 clusters Score -743230.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -743370.500000 Penalty: 2842.941162
	Iteration 11Q: 3 clusters Score -743370.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -743492.312500 Penalty: 2842.941162
	Iteration 12Q: 3 clusters Score -743492.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -743604.250000 Penalty: 2842.941162
	Iteration 13Q: 3 clusters Score -743604.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -743698.812500 Penalty: 2842.941162
	Iteration 14Q: 3 clusters Score -743698.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -743777.625000 Penalty: 2842.941162
	Iteration 15Q: 3 clusters Score -743777.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -743847.875000 Penalty: 2842.941162
	Iteration 16Q: 3 clusters Score -743847.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -743907.375000 Penalty: 2842.941162
	Iteration 17Q: 3 clusters Score -743907.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -743941.250000 Penalty: 2842.941162
	Iteration 18Q: 3 clusters Score -743941.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -743971.312500 Penalty: 2842.941162
	Iteration 19Q: 3 clusters Score -743971.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -743996.312500 Penalty: 2842.941162
	Iteration 20F: 3 clusters Score -743996.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -744016.562500 Penalty: 2842.941162
	Iteration 21Q: 3 clusters Score -744016.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -744026.750000 Penalty: 2842.941162
	Iteration 22Q: 3 clusters Score -744026.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -744037.562500 Penalty: 2842.941162
	Iteration 23Q: 3 clusters Score -744037.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -744044.750000 Penalty: 2842.941162
	Iteration 24Q: 3 clusters Score -744044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -744048.875000 Penalty: 2842.941162
	Iteration 25Q: 3 clusters Score -744048.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -744052.250000 Penalty: 2842.941162
	Iteration 26Q: 3 clusters Score -744052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -744052.937500 Penalty: 2842.941162
	Iteration 27Q: 3 clusters Score -744052.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -744053.687500 Penalty: 2842.941162
	Iteration 28Q: 3 clusters Score -744053.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -744053.812500 Penalty: 2842.941162
	Iteration 29Q: 3 clusters Score -744053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -744055.375000 Penalty: 2842.941162
	Iteration 30Q: 3 clusters Score -744055.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -744055.375000 Penalty: 2842.941162
	Iteration 31F: 3 clusters Score -744055.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Entering Unmasked Estep 
Score: -5664151.000000 Penalty: 1740.477905
	Iteration 0F: 2 clusters Score -5664151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -5634156.500000 Penalty: 3480.955811
	Iteration 0F: 3 clusters Score -5634156 nChanged 20993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -5646039.500000 Penalty: 3480.955811
	Iteration 1F: 3 clusters Score -5646040 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -5646589.500000 Penalty: 3480.955811
	Iteration 2Q: 3 clusters Score -5646590 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -5647256.000000 Penalty: 3480.955811
	Iteration 3Q: 3 clusters Score -5647256 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -5648020.000000 Penalty: 3480.955811
	Iteration 4Q: 3 clusters Score -5648020 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -5648825.000000 Penalty: 3480.955811
	Iteration 5Q: 3 clusters Score -5648825 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -5649666.500000 Penalty: 3480.955811
	Iteration 6Q: 3 clusters Score -5649666 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -5650449.500000 Penalty: 3480.955811
	Iteration 7Q: 3 clusters Score -5650450 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -5651132.500000 Penalty: 3480.955811
	Iteration 8Q: 3 clusters Score -5651132 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -5651742.500000 Penalty: 3480.955811
	Iteration 9Q: 3 clusters Score -5651742 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -5652229.000000 Penalty: 3480.955811
	Iteration 10Q: 3 clusters Score -5652229 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -5652724.000000 Penalty: 3480.955811
	Iteration 11Q: 3 clusters Score -5652724 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -5653268.500000 Penalty: 3480.955811
	Iteration 12Q: 3 clusters Score -5653268 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -5653788.500000 Penalty: 3480.955811
	Iteration 13Q: 3 clusters Score -5653788 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -5654206.000000 Penalty: 3480.955811
	Iteration 14Q: 3 clusters Score -5654206 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -5654510.000000 Penalty: 3480.955811
	Iteration 15Q: 3 clusters Score -5654510 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -5654675.500000 Penalty: 3480.955811
	Iteration 16Q: 3 clusters Score -5654676 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -5654786.500000 Penalty: 3480.955811
	Iteration 17Q: 3 clusters Score -5654786 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -5654896.500000 Penalty: 3480.955811
	Iteration 18Q: 3 clusters Score -5654896 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -5654959.500000 Penalty: 3480.955811
	Iteration 19Q: 3 clusters Score -5654960 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -5655002.000000 Penalty: 3480.955811
	Iteration 20F: 3 clusters Score -5655002 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -5655047.500000 Penalty: 3480.955811
	Iteration 21Q: 3 clusters Score -5655048 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -5655052.000000 Penalty: 3480.955811
	Iteration 22Q: 3 clusters Score -5655052 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -5655106.500000 Penalty: 3480.955811
	Iteration 23Q: 3 clusters Score -5655106 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -5655148.500000 Penalty: 3480.955811
	Iteration 24Q: 3 clusters Score -5655148 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -5655171.000000 Penalty: 3480.955811
	Iteration 25Q: 3 clusters Score -5655171 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -5655213.000000 Penalty: 3480.955811
	Iteration 26Q: 3 clusters Score -5655213 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -5655268.000000 Penalty: 3480.955811
	Iteration 27Q: 3 clusters Score -5655268 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -5655336.500000 Penalty: 3480.955811
	Iteration 28Q: 3 clusters Score -5655336 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -5655398.500000 Penalty: 3480.955811
	Iteration 29Q: 3 clusters Score -5655398 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -5655493.500000 Penalty: 3480.955811
	Iteration 30Q: 3 clusters Score -5655494 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -5655584.500000 Penalty: 3480.955811
	Iteration 31Q: 3 clusters Score -5655584 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -5655627.500000 Penalty: 3480.955811
	Iteration 32Q: 3 clusters Score -5655628 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -5655724.000000 Penalty: 3480.955811
	Iteration 33Q: 3 clusters Score -5655724 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -5655850.000000 Penalty: 3480.955811
	Iteration 34Q: 3 clusters Score -5655850 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -5655977.500000 Penalty: 3480.955811
	Iteration 35Q: 3 clusters Score -5655978 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -5656093.000000 Penalty: 3480.955811
	Iteration 36Q: 3 clusters Score -5656093 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -5656287.500000 Penalty: 3480.955811
	Iteration 37Q: 3 clusters Score -5656288 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -5656491.500000 Penalty: 3480.955811
	Iteration 38Q: 3 clusters Score -5656492 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -5656716.500000 Penalty: 3480.955811
	Iteration 39Q: 3 clusters Score -5656716 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -5656990.500000 Penalty: 3480.955811
	Iteration 40F: 3 clusters Score -5656990 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -5657259.000000 Penalty: 3480.955811
	Iteration 41Q: 3 clusters Score -5657259 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -5657641.000000 Penalty: 3480.955811
	Iteration 42Q: 3 clusters Score -5657641 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -5658012.000000 Penalty: 3480.955811
	Iteration 43Q: 3 clusters Score -5658012 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -5658445.000000 Penalty: 3480.955811
	Iteration 44Q: 3 clusters Score -5658445 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -5658989.500000 Penalty: 3480.955811
	Iteration 45Q: 3 clusters Score -5658990 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -5659491.500000 Penalty: 3480.955811
	Iteration 46Q: 3 clusters Score -5659492 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -5660040.000000 Penalty: 3480.955811
	Iteration 47Q: 3 clusters Score -5660040 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -5660597.500000 Penalty: 3480.955811
	Iteration 48Q: 3 clusters Score -5660598 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -5661072.500000 Penalty: 3480.955811
	Iteration 49Q: 3 clusters Score -5661072 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5661484.500000 Penalty: 3480.955811
	Iteration 50Q: 3 clusters Score -5661484 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5661860.500000 Penalty: 3480.955811
	Iteration 51Q: 3 clusters Score -5661860 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5662162.500000 Penalty: 3480.955811
	Iteration 52Q: 3 clusters Score -5662162 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5662359.000000 Penalty: 3480.955811
	Iteration 53Q: 3 clusters Score -5662359 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5662498.500000 Penalty: 3480.955811
	Iteration 54Q: 3 clusters Score -5662498 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5662603.000000 Penalty: 3480.955811
	Iteration 55Q: 3 clusters Score -5662603 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5662723.000000 Penalty: 3480.955811
	Iteration 56Q: 3 clusters Score -5662723 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5662772.500000 Penalty: 3480.955811
	Iteration 57Q: 3 clusters Score -5662772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5662816.500000 Penalty: 3480.955811
	Iteration 58Q: 3 clusters Score -5662816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5662835.000000 Penalty: 3480.955811
	Iteration 59Q: 3 clusters Score -5662835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5662868.500000 Penalty: 3480.955811
	Iteration 60F: 3 clusters Score -5662868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5662878.500000 Penalty: 3480.955811
	Iteration 61Q: 3 clusters Score -5662878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5662883.500000 Penalty: 3480.955811
	Iteration 62Q: 3 clusters Score -5662884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5662891.000000 Penalty: 3480.955811
	Iteration 63Q: 3 clusters Score -5662891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5662891.500000 Penalty: 3480.955811
	Iteration 64Q: 3 clusters Score -5662892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5662894.000000 Penalty: 3480.955811
	Iteration 65Q: 3 clusters Score -5662894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5662894.000000 Penalty: 3480.955811
	Iteration 66Q: 3 clusters Score -5662894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5662888.500000 Penalty: 3480.955811
	Iteration 67Q: 3 clusters Score -5662888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5662888.500000 Penalty: 3480.955811
	Iteration 68F: 3 clusters Score -5662888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Entering Unmasked Estep 
Score: -465947.093750 Penalty: 1346.354980
	Iteration 0F: 2 clusters Score -465947.1 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 1977 members 
Entering Unmasked Estep 
Score: -462598.343750 Penalty: 2692.709961
	Iteration 0F: 3 clusters Score -462598.3 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -463447.218750 Penalty: 2692.709961
	Iteration 1F: 3 clusters Score -463447.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -463583.156250 Penalty: 2692.709961
	Iteration 2F: 3 clusters Score -463583.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -463668.000000 Penalty: 2692.709961
	Iteration 3Q: 3 clusters Score -463668 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -463728.562500 Penalty: 2692.709961
	Iteration 4Q: 3 clusters Score -463728.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -463784.031250 Penalty: 2692.709961
	Iteration 5Q: 3 clusters Score -463784 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -463841.187500 Penalty: 2692.709961
	Iteration 6Q: 3 clusters Score -463841.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -463910.343750 Penalty: 2692.709961
	Iteration 7Q: 3 clusters Score -463910.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -463982.406250 Penalty: 2692.709961
	Iteration 8Q: 3 clusters Score -463982.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -464056.343750 Penalty: 2692.709961
	Iteration 9Q: 3 clusters Score -464056.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -464133.093750 Penalty: 2692.709961
	Iteration 10Q: 3 clusters Score -464133.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -464241.593750 Penalty: 2692.709961
	Iteration 11Q: 3 clusters Score -464241.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -464400.250000 Penalty: 2692.709961
	Iteration 12Q: 3 clusters Score -464400.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -464575.312500 Penalty: 2692.709961
	Iteration 13F: 3 clusters Score -464575.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -464701.812500 Penalty: 2692.709961
	Iteration 14Q: 3 clusters Score -464701.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -464788.656250 Penalty: 2692.709961
	Iteration 15Q: 3 clusters Score -464788.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -464859.687500 Penalty: 2692.709961
	Iteration 16Q: 3 clusters Score -464859.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -464904.468750 Penalty: 2692.709961
	Iteration 17Q: 3 clusters Score -464904.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -464929.375000 Penalty: 2692.709961
	Iteration 18Q: 3 clusters Score -464929.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -464953.437500 Penalty: 2692.709961
	Iteration 19Q: 3 clusters Score -464953.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -464968.437500 Penalty: 2692.709961
	Iteration 20F: 3 clusters Score -464968.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -464982.187500 Penalty: 2692.709961
	Iteration 21Q: 3 clusters Score -464982.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -464994.218750 Penalty: 2692.709961
	Iteration 22Q: 3 clusters Score -464994.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -465003.593750 Penalty: 2692.709961
	Iteration 23Q: 3 clusters Score -465003.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -465013.406250 Penalty: 2692.709961
	Iteration 24Q: 3 clusters Score -465013.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -465020.843750 Penalty: 2692.709961
	Iteration 25Q: 3 clusters Score -465020.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -465032.750000 Penalty: 2692.709961
	Iteration 26Q: 3 clusters Score -465032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -465042.937500 Penalty: 2692.709961
	Iteration 27Q: 3 clusters Score -465042.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -465053.531250 Penalty: 2692.709961
	Iteration 28Q: 3 clusters Score -465053.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -465060.125000 Penalty: 2692.709961
	Iteration 29Q: 3 clusters Score -465060.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -465064.562500 Penalty: 2692.709961
	Iteration 30Q: 3 clusters Score -465064.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -465068.937500 Penalty: 2692.709961
	Iteration 31Q: 3 clusters Score -465068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -465074.375000 Penalty: 2692.709961
	Iteration 32Q: 3 clusters Score -465074.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -465075.656250 Penalty: 2692.709961
	Iteration 33Q: 3 clusters Score -465075.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -465076.500000 Penalty: 2692.709961
	Iteration 34Q: 3 clusters Score -465076.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -465077.875000 Penalty: 2692.709961
	Iteration 35Q: 3 clusters Score -465077.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -465080.687500 Penalty: 2692.709961
	Iteration 36Q: 3 clusters Score -465080.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -465082.656250 Penalty: 2692.709961
	Iteration 37Q: 3 clusters Score -465082.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -465082.656250 Penalty: 2692.709961
	Iteration 38F: 3 clusters Score -465082.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -284203.062500 Penalty: 1271.861816
	Iteration 0F: 2 clusters Score -284203.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -281790.875000 Penalty: 2543.723633
	Iteration 0F: 3 clusters Score -281790.9 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -282356.937500 Penalty: 2543.723633
	Iteration 1F: 3 clusters Score -282356.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -282518.625000 Penalty: 2543.723633
	Iteration 2F: 3 clusters Score -282518.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -282625.187500 Penalty: 2543.723633
	Iteration 3F: 3 clusters Score -282625.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -282714.218750 Penalty: 2543.723633
	Iteration 4Q: 3 clusters Score -282714.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -282811.281250 Penalty: 2543.723633
	Iteration 5Q: 3 clusters Score -282811.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -282927.000000 Penalty: 2543.723633
	Iteration 6Q: 3 clusters Score -282927 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -283029.843750 Penalty: 2543.723633
	Iteration 7Q: 3 clusters Score -283029.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -283098.406250 Penalty: 2543.723633
	Iteration 8Q: 3 clusters Score -283098.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -283151.593750 Penalty: 2543.723633
	Iteration 9Q: 3 clusters Score -283151.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -283191.968750 Penalty: 2543.723633
	Iteration 10Q: 3 clusters Score -283192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -283219.000000 Penalty: 2543.723633
	Iteration 11Q: 3 clusters Score -283219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -283242.375000 Penalty: 2543.723633
	Iteration 12Q: 3 clusters Score -283242.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -283269.562500 Penalty: 2543.723633
	Iteration 13Q: 3 clusters Score -283269.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -283297.125000 Penalty: 2543.723633
	Iteration 14Q: 3 clusters Score -283297.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -283313.625000 Penalty: 2543.723633
	Iteration 15Q: 3 clusters Score -283313.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -283332.218750 Penalty: 2543.723633
	Iteration 16Q: 3 clusters Score -283332.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -283354.218750 Penalty: 2543.723633
	Iteration 17Q: 3 clusters Score -283354.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -283368.343750 Penalty: 2543.723633
	Iteration 18Q: 3 clusters Score -283368.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -283377.187500 Penalty: 2543.723633
	Iteration 19Q: 3 clusters Score -283377.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -283387.656250 Penalty: 2543.723633
	Iteration 20F: 3 clusters Score -283387.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -283397.125000 Penalty: 2543.723633
	Iteration 21Q: 3 clusters Score -283397.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -283404.625000 Penalty: 2543.723633
	Iteration 22Q: 3 clusters Score -283404.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -283408.906250 Penalty: 2543.723633
	Iteration 23Q: 3 clusters Score -283408.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -283413.500000 Penalty: 2543.723633
	Iteration 24Q: 3 clusters Score -283413.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -283417.625000 Penalty: 2543.723633
	Iteration 25Q: 3 clusters Score -283417.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -283421.156250 Penalty: 2543.723633
	Iteration 26Q: 3 clusters Score -283421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -283423.125000 Penalty: 2543.723633
	Iteration 27Q: 3 clusters Score -283423.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -283425.437500 Penalty: 2543.723633
	Iteration 28Q: 3 clusters Score -283425.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -283428.093750 Penalty: 2543.723633
	Iteration 29Q: 3 clusters Score -283428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -283430.937500 Penalty: 2543.723633
	Iteration 30Q: 3 clusters Score -283430.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -283432.531250 Penalty: 2543.723633
	Iteration 31Q: 3 clusters Score -283432.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -283432.875000 Penalty: 2543.723633
	Iteration 32Q: 3 clusters Score -283432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -283433.937500 Penalty: 2543.723633
	Iteration 33Q: 3 clusters Score -283433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -283433.937500 Penalty: 2543.723633
	Iteration 34F: 3 clusters Score -283433.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Entering Unmasked Estep 
Score: -4607673.500000 Penalty: 1709.302002
	Iteration 0F: 2 clusters Score -4607674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -4582914.500000 Penalty: 3418.604004
	Iteration 0F: 3 clusters Score -4582914 nChanged 17175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4592310.000000 Penalty: 3418.604004
	Iteration 1F: 3 clusters Score -4592310 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -4592708.000000 Penalty: 3418.604004
	Iteration 2Q: 3 clusters Score -4592708 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -4593037.000000 Penalty: 3418.604004
	Iteration 3Q: 3 clusters Score -4593037 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4593353.000000 Penalty: 3418.604004
	Iteration 4Q: 3 clusters Score -4593353 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -4593774.500000 Penalty: 3418.604004
	Iteration 5Q: 3 clusters Score -4593774 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -4594363.500000 Penalty: 3418.604004
	Iteration 6Q: 3 clusters Score -4594364 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -4595204.500000 Penalty: 3418.604004
	Iteration 7Q: 3 clusters Score -4595204 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -4596424.500000 Penalty: 3418.604004
	Iteration 8F: 3 clusters Score -4596424 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -4598097.500000 Penalty: 3418.604004
	Iteration 9F: 3 clusters Score -4598098 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -4600100.500000 Penalty: 3418.604004
	Iteration 10F: 3 clusters Score -4600100 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -4602155.000000 Penalty: 3418.604004
	Iteration 11F: 3 clusters Score -4602155 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4603593.000000 Penalty: 3418.604004
	Iteration 12Q: 3 clusters Score -4603593 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4604547.000000 Penalty: 3418.604004
	Iteration 13Q: 3 clusters Score -4604547 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4605179.000000 Penalty: 3418.604004
	Iteration 14Q: 3 clusters Score -4605179 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4605574.500000 Penalty: 3418.604004
	Iteration 15Q: 3 clusters Score -4605574 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4605864.500000 Penalty: 3418.604004
	Iteration 16Q: 3 clusters Score -4605864 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4606103.500000 Penalty: 3418.604004
	Iteration 17Q: 3 clusters Score -4606104 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4606249.500000 Penalty: 3418.604004
	Iteration 18Q: 3 clusters Score -4606250 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4606371.000000 Penalty: 3418.604004
	Iteration 19Q: 3 clusters Score -4606371 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4606444.500000 Penalty: 3418.604004
	Iteration 20F: 3 clusters Score -4606444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4606494.000000 Penalty: 3418.604004
	Iteration 21Q: 3 clusters Score -4606494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4606539.000000 Penalty: 3418.604004
	Iteration 22Q: 3 clusters Score -4606539 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4606577.500000 Penalty: 3418.604004
	Iteration 23Q: 3 clusters Score -4606578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4606617.500000 Penalty: 3418.604004
	Iteration 24Q: 3 clusters Score -4606618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4606634.500000 Penalty: 3418.604004
	Iteration 25Q: 3 clusters Score -4606634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4606646.000000 Penalty: 3418.604004
	Iteration 26Q: 3 clusters Score -4606646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4606658.000000 Penalty: 3418.604004
	Iteration 27Q: 3 clusters Score -4606658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4606664.500000 Penalty: 3418.604004
	Iteration 28Q: 3 clusters Score -4606664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4606666.000000 Penalty: 3418.604004
	Iteration 29Q: 3 clusters Score -4606666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4606673.500000 Penalty: 3418.604004
	Iteration 30Q: 3 clusters Score -4606674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4606674.500000 Penalty: 3418.604004
	Iteration 31Q: 3 clusters Score -4606674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4606675.500000 Penalty: 3418.604004
	Iteration 32Q: 3 clusters Score -4606676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4606675.500000 Penalty: 3418.604004
	Iteration 33F: 3 clusters Score -4606676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (67218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Entering Unmasked Estep 
Score: -8330429.000000 Penalty: 1806.300537
	Iteration 0F: 2 clusters Score -8330429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -8286885.000000 Penalty: 3612.601074
	Iteration 0F: 3 clusters Score -8286885 nChanged 31794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -8305431.500000 Penalty: 3612.601074
	Iteration 1F: 3 clusters Score -8305432 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -8306284.500000 Penalty: 3612.601074
	Iteration 2Q: 3 clusters Score -8306284 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -8307581.000000 Penalty: 3612.601074
	Iteration 3Q: 3 clusters Score -8307581 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -8309693.500000 Penalty: 3612.601074
	Iteration 4F: 3 clusters Score -8309694 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -8313211.000000 Penalty: 3612.601074
	Iteration 5F: 3 clusters Score -8313211 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -8318263.000000 Penalty: 3612.601074
	Iteration 6F: 3 clusters Score -8318263 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -8323453.000000 Penalty: 3612.601074
	Iteration 7F: 3 clusters Score -8323453 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -8326768.500000 Penalty: 3612.601074
	Iteration 8F: 3 clusters Score -8326768 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -8328152.000000 Penalty: 3612.601074
	Iteration 9Q: 3 clusters Score -8328152 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -8328605.000000 Penalty: 3612.601074
	Iteration 10Q: 3 clusters Score -8328605 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -8328748.000000 Penalty: 3612.601074
	Iteration 11Q: 3 clusters Score -8328748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -8328830.500000 Penalty: 3612.601074
	Iteration 12Q: 3 clusters Score -8328830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -8328851.500000 Penalty: 3612.601074
	Iteration 13Q: 3 clusters Score -8328852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 67028 members 
Entering Unmasked Estep 
Score: -8328884.000000 Penalty: 3612.601074
	Iteration 14Q: 3 clusters Score -8328884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -8328897.500000 Penalty: 3612.601074
	Iteration 15Q: 3 clusters Score -8328898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -8328907.500000 Penalty: 3612.601074
	Iteration 16Q: 3 clusters Score -8328908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -8328914.500000 Penalty: 3612.601074
	Iteration 17Q: 3 clusters Score -8328914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -8328919.500000 Penalty: 3612.601074
	Iteration 18Q: 3 clusters Score -8328920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -8328919.500000 Penalty: 3612.601074
	Iteration 19F: 3 clusters Score -8328920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76560 members 
Entering Unmasked Estep 
Score: -9513891.000000 Penalty: 1827.447266
	Iteration 0F: 2 clusters Score -9513891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -9466566.000000 Penalty: 3654.894531
	Iteration 0F: 3 clusters Score -9466566 nChanged 36377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -9488216.000000 Penalty: 3654.894531
	Iteration 1F: 3 clusters Score -9488216 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -9489440.000000 Penalty: 3654.894531
	Iteration 2Q: 3 clusters Score -9489440 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -9491037.000000 Penalty: 3654.894531
	Iteration 3Q: 3 clusters Score -9491037 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -9493386.000000 Penalty: 3654.894531
	Iteration 4F: 3 clusters Score -9493386 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -9496642.000000 Penalty: 3654.894531
	Iteration 5F: 3 clusters Score -9496642 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -9500990.000000 Penalty: 3654.894531
	Iteration 6F: 3 clusters Score -9500990 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -9505399.000000 Penalty: 3654.894531
	Iteration 7F: 3 clusters Score -9505399 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -9508535.000000 Penalty: 3654.894531
	Iteration 8F: 3 clusters Score -9508535 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -9510399.000000 Penalty: 3654.894531
	Iteration 9Q: 3 clusters Score -9510399 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -9511302.000000 Penalty: 3654.894531
	Iteration 10Q: 3 clusters Score -9511302 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9511788.000000 Penalty: 3654.894531
	Iteration 11Q: 3 clusters Score -9511788 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75402 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9512029.000000 Penalty: 3654.894531
	Iteration 12Q: 3 clusters Score -9512029 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9512154.000000 Penalty: 3654.894531
	Iteration 13Q: 3 clusters Score -9512154 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75812 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9512196.000000 Penalty: 3654.894531
	Iteration 14Q: 3 clusters Score -9512196 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9512229.000000 Penalty: 3654.894531
	Iteration 15Q: 3 clusters Score -9512229 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9512236.000000 Penalty: 3654.894531
	Iteration 16Q: 3 clusters Score -9512236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9512265.000000 Penalty: 3654.894531
	Iteration 17Q: 3 clusters Score -9512265 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9512286.000000 Penalty: 3654.894531
	Iteration 18Q: 3 clusters Score -9512286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9512294.000000 Penalty: 3654.894531
	Iteration 19Q: 3 clusters Score -9512294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76056 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9512308.000000 Penalty: 3654.894531
	Iteration 20F: 3 clusters Score -9512308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76069 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9512337.000000 Penalty: 3654.894531
	Iteration 21Q: 3 clusters Score -9512337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9512332.000000 Penalty: 3654.894531
	Iteration 22Q: 3 clusters Score -9512332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9512340.000000 Penalty: 3654.894531
	Iteration 23Q: 3 clusters Score -9512340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9512351.000000 Penalty: 3654.894531
	Iteration 24Q: 3 clusters Score -9512351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9512367.000000 Penalty: 3654.894531
	Iteration 25Q: 3 clusters Score -9512367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9512375.000000 Penalty: 3654.894531
	Iteration 26Q: 3 clusters Score -9512375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9512377.000000 Penalty: 3654.894531
	Iteration 27Q: 3 clusters Score -9512377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9512383.000000 Penalty: 3654.894531
	Iteration 28Q: 3 clusters Score -9512383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9512385.000000 Penalty: 3654.894531
	Iteration 29Q: 3 clusters Score -9512385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9512395.000000 Penalty: 3654.894531
	Iteration 30Q: 3 clusters Score -9512395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9512392.000000 Penalty: 3654.894531
	Iteration 31Q: 3 clusters Score -9512392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9512399.000000 Penalty: 3654.894531
	Iteration 32Q: 3 clusters Score -9512399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76120 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9512400.000000 Penalty: 3654.894531
	Iteration 33Q: 3 clusters Score -9512400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9512407.000000 Penalty: 3654.894531
	Iteration 34Q: 3 clusters Score -9512407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9512415.000000 Penalty: 3654.894531
	Iteration 35Q: 3 clusters Score -9512415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9512420.000000 Penalty: 3654.894531
	Iteration 36Q: 3 clusters Score -9512420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9512447.000000 Penalty: 3654.894531
	Iteration 37Q: 3 clusters Score -9512447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9512459.000000 Penalty: 3654.894531
	Iteration 38Q: 3 clusters Score -9512459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9512451.000000 Penalty: 3654.894531
	Iteration 39Q: 3 clusters Score -9512451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9512447.000000 Penalty: 3654.894531
	Iteration 40F: 3 clusters Score -9512447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9512449.000000 Penalty: 3654.894531
	Iteration 41Q: 3 clusters Score -9512449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9512455.000000 Penalty: 3654.894531
	Iteration 42Q: 3 clusters Score -9512455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9512455.000000 Penalty: 3654.894531
	Iteration 43F: 3 clusters Score -9512455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -253910.984375 Penalty: 1240.422485
	Iteration 0F: 2 clusters Score -253911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -251797.578125 Penalty: 2480.844971
	Iteration 0F: 3 clusters Score -251797.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -252276.484375 Penalty: 2480.844971
	Iteration 1F: 3 clusters Score -252276.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -252414.171875 Penalty: 2480.844971
	Iteration 2F: 3 clusters Score -252414.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -252512.906250 Penalty: 2480.844971
	Iteration 3F: 3 clusters Score -252512.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -252591.218750 Penalty: 2480.844971
	Iteration 4Q: 3 clusters Score -252591.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -252639.187500 Penalty: 2480.844971
	Iteration 5Q: 3 clusters Score -252639.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -252679.671875 Penalty: 2480.844971
	Iteration 6Q: 3 clusters Score -252679.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -252720.890625 Penalty: 2480.844971
	Iteration 7Q: 3 clusters Score -252720.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -252757.765625 Penalty: 2480.844971
	Iteration 8Q: 3 clusters Score -252757.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -252788.859375 Penalty: 2480.844971
	Iteration 9Q: 3 clusters Score -252788.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -252814.843750 Penalty: 2480.844971
	Iteration 10Q: 3 clusters Score -252814.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -252843.234375 Penalty: 2480.844971
	Iteration 11Q: 3 clusters Score -252843.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -252861.515625 Penalty: 2480.844971
	Iteration 12Q: 3 clusters Score -252861.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -252877.437500 Penalty: 2480.844971
	Iteration 13Q: 3 clusters Score -252877.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -252893.828125 Penalty: 2480.844971
	Iteration 14Q: 3 clusters Score -252893.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -252923.875000 Penalty: 2480.844971
	Iteration 15Q: 3 clusters Score -252923.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -252959.031250 Penalty: 2480.844971
	Iteration 16Q: 3 clusters Score -252959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -252993.828125 Penalty: 2480.844971
	Iteration 17Q: 3 clusters Score -252993.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -253023.234375 Penalty: 2480.844971
	Iteration 18Q: 3 clusters Score -253023.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -253064.203125 Penalty: 2480.844971
	Iteration 19Q: 3 clusters Score -253064.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -253114.906250 Penalty: 2480.844971
	Iteration 20F: 3 clusters Score -253114.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -253144.984375 Penalty: 2480.844971
	Iteration 21Q: 3 clusters Score -253145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -253165.593750 Penalty: 2480.844971
	Iteration 22Q: 3 clusters Score -253165.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -253183.343750 Penalty: 2480.844971
	Iteration 23Q: 3 clusters Score -253183.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -253203.312500 Penalty: 2480.844971
	Iteration 24Q: 3 clusters Score -253203.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -253216.640625 Penalty: 2480.844971
	Iteration 25Q: 3 clusters Score -253216.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -253231.671875 Penalty: 2480.844971
	Iteration 26Q: 3 clusters Score -253231.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -253244.296875 Penalty: 2480.844971
	Iteration 27Q: 3 clusters Score -253244.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -253257.203125 Penalty: 2480.844971
	Iteration 28Q: 3 clusters Score -253257.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -253268.281250 Penalty: 2480.844971
	Iteration 29Q: 3 clusters Score -253268.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -253275.828125 Penalty: 2480.844971
	Iteration 30Q: 3 clusters Score -253275.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -253279.781250 Penalty: 2480.844971
	Iteration 31Q: 3 clusters Score -253279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -253282.281250 Penalty: 2480.844971
	Iteration 32Q: 3 clusters Score -253282.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -253284.593750 Penalty: 2480.844971
	Iteration 33Q: 3 clusters Score -253284.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -253287.375000 Penalty: 2480.844971
	Iteration 34Q: 3 clusters Score -253287.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -253289.937500 Penalty: 2480.844971
	Iteration 35Q: 3 clusters Score -253289.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -253292.140625 Penalty: 2480.844971
	Iteration 36Q: 3 clusters Score -253292.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -253295.140625 Penalty: 2480.844971
	Iteration 37Q: 3 clusters Score -253295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -253299.546875 Penalty: 2480.844971
	Iteration 38Q: 3 clusters Score -253299.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -253301.687500 Penalty: 2480.844971
	Iteration 39Q: 3 clusters Score -253301.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -253301.687500 Penalty: 2480.844971
	Iteration 40F: 3 clusters Score -253301.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Entering Unmasked Estep 
Score: -8286904.000000 Penalty: 1805.777588
	Iteration 0F: 2 clusters Score -8286904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -8243405.500000 Penalty: 3611.555176
	Iteration 0F: 3 clusters Score -8243406 nChanged 31655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -8261718.000000 Penalty: 3611.555176
	Iteration 1F: 3 clusters Score -8261718 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -8262491.000000 Penalty: 3611.555176
	Iteration 2Q: 3 clusters Score -8262491 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -8263174.500000 Penalty: 3611.555176
	Iteration 3Q: 3 clusters Score -8263174 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -8264015.500000 Penalty: 3611.555176
	Iteration 4Q: 3 clusters Score -8264016 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -8265125.000000 Penalty: 3611.555176
	Iteration 5Q: 3 clusters Score -8265125 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -8266390.000000 Penalty: 3611.555176
	Iteration 6Q: 3 clusters Score -8266390 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -8268236.500000 Penalty: 3611.555176
	Iteration 7F: 3 clusters Score -8268236 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -8271056.500000 Penalty: 3611.555176
	Iteration 8F: 3 clusters Score -8271056 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -8274368.000000 Penalty: 3611.555176
	Iteration 9F: 3 clusters Score -8274368 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -8277502.000000 Penalty: 3611.555176
	Iteration 10F: 3 clusters Score -8277502 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -8279955.000000 Penalty: 3611.555176
	Iteration 11Q: 3 clusters Score -8279955 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 58123 members 
Entering Unmasked Estep 
Score: -8281581.000000 Penalty: 3611.555176
	Iteration 12Q: 3 clusters Score -8281581 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -8282661.500000 Penalty: 3611.555176
	Iteration 13Q: 3 clusters Score -8282662 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 61201 members 
Entering Unmasked Estep 
Score: -8283386.500000 Penalty: 3611.555176
	Iteration 14Q: 3 clusters Score -8283386 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -8284018.500000 Penalty: 3611.555176
	Iteration 15Q: 3 clusters Score -8284018 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 63170 members 
Entering Unmasked Estep 
Score: -8284471.500000 Penalty: 3611.555176
	Iteration 16Q: 3 clusters Score -8284472 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -8284846.500000 Penalty: 3611.555176
	Iteration 17Q: 3 clusters Score -8284846 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -8285059.500000 Penalty: 3611.555176
	Iteration 18Q: 3 clusters Score -8285060 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -8285247.000000 Penalty: 3611.555176
	Iteration 19Q: 3 clusters Score -8285247 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -8285365.500000 Penalty: 3611.555176
	Iteration 20F: 3 clusters Score -8285366 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -8285473.000000 Penalty: 3611.555176
	Iteration 21Q: 3 clusters Score -8285473 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -8285536.500000 Penalty: 3611.555176
	Iteration 22Q: 3 clusters Score -8285536 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -8285597.000000 Penalty: 3611.555176
	Iteration 23Q: 3 clusters Score -8285597 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -8285636.500000 Penalty: 3611.555176
	Iteration 24Q: 3 clusters Score -8285636 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -8285661.500000 Penalty: 3611.555176
	Iteration 25Q: 3 clusters Score -8285662 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -8285686.500000 Penalty: 3611.555176
	Iteration 26Q: 3 clusters Score -8285686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -8285713.000000 Penalty: 3611.555176
	Iteration 27Q: 3 clusters Score -8285713 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -8285723.500000 Penalty: 3611.555176
	Iteration 28Q: 3 clusters Score -8285724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -8285742.500000 Penalty: 3611.555176
	Iteration 29Q: 3 clusters Score -8285742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -8285754.000000 Penalty: 3611.555176
	Iteration 30Q: 3 clusters Score -8285754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -8285769.000000 Penalty: 3611.555176
	Iteration 31Q: 3 clusters Score -8285769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -8285775.500000 Penalty: 3611.555176
	Iteration 32Q: 3 clusters Score -8285776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -8285786.000000 Penalty: 3611.555176
	Iteration 33Q: 3 clusters Score -8285786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -8285785.500000 Penalty: 3611.555176
	Iteration 34Q: 3 clusters Score -8285786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -8285791.500000 Penalty: 3611.555176
	Iteration 35Q: 3 clusters Score -8285792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -8285792.500000 Penalty: 3611.555176
	Iteration 36Q: 3 clusters Score -8285792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -8285799.000000 Penalty: 3611.555176
	Iteration 37Q: 3 clusters Score -8285799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 66301 members 
Entering Unmasked Estep 
Score: -8285808.000000 Penalty: 3611.555176
	Iteration 38Q: 3 clusters Score -8285808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -8285803.500000 Penalty: 3611.555176
	Iteration 39Q: 3 clusters Score -8285804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -8285810.000000 Penalty: 3611.555176
	Iteration 40F: 3 clusters Score -8285810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 66317 members 
Entering Unmasked Estep 
Score: -8285811.500000 Penalty: 3611.555176
	Iteration 41Q: 3 clusters Score -8285812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -8285813.500000 Penalty: 3611.555176
	Iteration 42Q: 3 clusters Score -8285814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -8285817.500000 Penalty: 3611.555176
	Iteration 43Q: 3 clusters Score -8285818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -8285810.500000 Penalty: 3611.555176
	Iteration 44Q: 3 clusters Score -8285810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -8285808.000000 Penalty: 3611.555176
	Iteration 45Q: 3 clusters Score -8285808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -8285815.500000 Penalty: 3611.555176
	Iteration 46Q: 3 clusters Score -8285816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -8285812.500000 Penalty: 3611.555176
	Iteration 47Q: 3 clusters Score -8285812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -8285809.500000 Penalty: 3611.555176
	Iteration 48Q: 3 clusters Score -8285810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -8285811.500000 Penalty: 3611.555176
	Iteration 49Q: 3 clusters Score -8285812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -8285811.500000 Penalty: 3611.555176
	Iteration 50F: 3 clusters Score -8285812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -436035.218750 Penalty: 1334.938599
	Iteration 0F: 2 clusters Score -436035.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -432847.281250 Penalty: 2669.877197
	Iteration 0F: 3 clusters Score -432847.3 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -433669.218750 Penalty: 2669.877197
	Iteration 1F: 3 clusters Score -433669.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -433817.468750 Penalty: 2669.877197
	Iteration 2F: 3 clusters Score -433817.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -433904.187500 Penalty: 2669.877197
	Iteration 3Q: 3 clusters Score -433904.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -433973.500000 Penalty: 2669.877197
	Iteration 4Q: 3 clusters Score -433973.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -434044.468750 Penalty: 2669.877197
	Iteration 5Q: 3 clusters Score -434044.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -434107.687500 Penalty: 2669.877197
	Iteration 6Q: 3 clusters Score -434107.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -434157.500000 Penalty: 2669.877197
	Iteration 7Q: 3 clusters Score -434157.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -434208.781250 Penalty: 2669.877197
	Iteration 8Q: 3 clusters Score -434208.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -434256.312500 Penalty: 2669.877197
	Iteration 9Q: 3 clusters Score -434256.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -434299.000000 Penalty: 2669.877197
	Iteration 10Q: 3 clusters Score -434299 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -434339.250000 Penalty: 2669.877197
	Iteration 11Q: 3 clusters Score -434339.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -434373.625000 Penalty: 2669.877197
	Iteration 12Q: 3 clusters Score -434373.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -434395.562500 Penalty: 2669.877197
	Iteration 13Q: 3 clusters Score -434395.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -434417.562500 Penalty: 2669.877197
	Iteration 14Q: 3 clusters Score -434417.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -434440.312500 Penalty: 2669.877197
	Iteration 15Q: 3 clusters Score -434440.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -434458.062500 Penalty: 2669.877197
	Iteration 16Q: 3 clusters Score -434458.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -434478.750000 Penalty: 2669.877197
	Iteration 17Q: 3 clusters Score -434478.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -434501.656250 Penalty: 2669.877197
	Iteration 18Q: 3 clusters Score -434501.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -434528.125000 Penalty: 2669.877197
	Iteration 19Q: 3 clusters Score -434528.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -434561.593750 Penalty: 2669.877197
	Iteration 20F: 3 clusters Score -434561.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -434605.750000 Penalty: 2669.877197
	Iteration 21Q: 3 clusters Score -434605.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -434655.718750 Penalty: 2669.877197
	Iteration 22Q: 3 clusters Score -434655.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -434713.000000 Penalty: 2669.877197
	Iteration 23Q: 3 clusters Score -434713 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -434765.812500 Penalty: 2669.877197
	Iteration 24Q: 3 clusters Score -434765.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -434818.562500 Penalty: 2669.877197
	Iteration 25Q: 3 clusters Score -434818.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -434854.531250 Penalty: 2669.877197
	Iteration 26Q: 3 clusters Score -434854.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -434887.468750 Penalty: 2669.877197
	Iteration 27Q: 3 clusters Score -434887.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -434914.125000 Penalty: 2669.877197
	Iteration 28Q: 3 clusters Score -434914.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -434940.625000 Penalty: 2669.877197
	Iteration 29Q: 3 clusters Score -434940.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -434970.187500 Penalty: 2669.877197
	Iteration 30Q: 3 clusters Score -434970.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -434993.875000 Penalty: 2669.877197
	Iteration 31Q: 3 clusters Score -434993.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -435007.562500 Penalty: 2669.877197
	Iteration 32Q: 3 clusters Score -435007.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -435012.750000 Penalty: 2669.877197
	Iteration 33Q: 3 clusters Score -435012.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -435015.625000 Penalty: 2669.877197
	Iteration 34Q: 3 clusters Score -435015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -435018.062500 Penalty: 2669.877197
	Iteration 35Q: 3 clusters Score -435018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -435018.812500 Penalty: 2669.877197
	Iteration 36Q: 3 clusters Score -435018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -435020.031250 Penalty: 2669.877197
	Iteration 37Q: 3 clusters Score -435020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -435020.718750 Penalty: 2669.877197
	Iteration 38Q: 3 clusters Score -435020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -435021.125000 Penalty: 2669.877197
	Iteration 39Q: 3 clusters Score -435021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -435022.875000 Penalty: 2669.877197
	Iteration 40F: 3 clusters Score -435022.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -435029.687500 Penalty: 2669.877197
	Iteration 41Q: 3 clusters Score -435029.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -435035.406250 Penalty: 2669.877197
	Iteration 42Q: 3 clusters Score -435035.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -435038.375000 Penalty: 2669.877197
	Iteration 43Q: 3 clusters Score -435038.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -435041.687500 Penalty: 2669.877197
	Iteration 44Q: 3 clusters Score -435041.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -435046.968750 Penalty: 2669.877197
	Iteration 45Q: 3 clusters Score -435047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -435048.718750 Penalty: 2669.877197
	Iteration 46Q: 3 clusters Score -435048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -435049.562500 Penalty: 2669.877197
	Iteration 47Q: 3 clusters Score -435049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -435050.031250 Penalty: 2669.877197
	Iteration 48Q: 3 clusters Score -435050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -435050.031250 Penalty: 2669.877197
	Iteration 49F: 3 clusters Score -435050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Entering Unmasked Estep 
Score: -584573.000000 Penalty: 1375.091675
	Iteration 0F: 2 clusters Score -584573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -580720.125000 Penalty: 2750.183350
	Iteration 0F: 3 clusters Score -580720.1 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -581835.500000 Penalty: 2750.183350
	Iteration 1F: 3 clusters Score -581835.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -582013.125000 Penalty: 2750.183350
	Iteration 2F: 3 clusters Score -582013.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -582166.062500 Penalty: 2750.183350
	Iteration 3F: 3 clusters Score -582166.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -582315.812500 Penalty: 2750.183350
	Iteration 4Q: 3 clusters Score -582315.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -582451.125000 Penalty: 2750.183350
	Iteration 5Q: 3 clusters Score -582451.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -582610.312500 Penalty: 2750.183350
	Iteration 6Q: 3 clusters Score -582610.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -582749.562500 Penalty: 2750.183350
	Iteration 7Q: 3 clusters Score -582749.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -582839.562500 Penalty: 2750.183350
	Iteration 8Q: 3 clusters Score -582839.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -582912.125000 Penalty: 2750.183350
	Iteration 9Q: 3 clusters Score -582912.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -582975.875000 Penalty: 2750.183350
	Iteration 10Q: 3 clusters Score -582975.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -583024.750000 Penalty: 2750.183350
	Iteration 11Q: 3 clusters Score -583024.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -583071.062500 Penalty: 2750.183350
	Iteration 12Q: 3 clusters Score -583071.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -583102.750000 Penalty: 2750.183350
	Iteration 13Q: 3 clusters Score -583102.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -583139.500000 Penalty: 2750.183350
	Iteration 14Q: 3 clusters Score -583139.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -583186.812500 Penalty: 2750.183350
	Iteration 15Q: 3 clusters Score -583186.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -583233.562500 Penalty: 2750.183350
	Iteration 16Q: 3 clusters Score -583233.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -583281.375000 Penalty: 2750.183350
	Iteration 17Q: 3 clusters Score -583281.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -583328.625000 Penalty: 2750.183350
	Iteration 18Q: 3 clusters Score -583328.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -583380.687500 Penalty: 2750.183350
	Iteration 19Q: 3 clusters Score -583380.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -583417.250000 Penalty: 2750.183350
	Iteration 20F: 3 clusters Score -583417.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -583458.562500 Penalty: 2750.183350
	Iteration 21Q: 3 clusters Score -583458.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -583508.875000 Penalty: 2750.183350
	Iteration 22Q: 3 clusters Score -583508.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -583570.375000 Penalty: 2750.183350
	Iteration 23Q: 3 clusters Score -583570.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -583620.500000 Penalty: 2750.183350
	Iteration 24Q: 3 clusters Score -583620.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -583664.875000 Penalty: 2750.183350
	Iteration 25Q: 3 clusters Score -583664.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -583700.750000 Penalty: 2750.183350
	Iteration 26Q: 3 clusters Score -583700.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -583730.062500 Penalty: 2750.183350
	Iteration 27Q: 3 clusters Score -583730.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -583738.125000 Penalty: 2750.183350
	Iteration 28Q: 3 clusters Score -583738.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -583745.062500 Penalty: 2750.183350
	Iteration 29Q: 3 clusters Score -583745.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -583752.312500 Penalty: 2750.183350
	Iteration 30Q: 3 clusters Score -583752.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -583759.875000 Penalty: 2750.183350
	Iteration 31Q: 3 clusters Score -583759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -583762.250000 Penalty: 2750.183350
	Iteration 32Q: 3 clusters Score -583762.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -583763.562500 Penalty: 2750.183350
	Iteration 33Q: 3 clusters Score -583763.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -583766.250000 Penalty: 2750.183350
	Iteration 34Q: 3 clusters Score -583766.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -583769.625000 Penalty: 2750.183350
	Iteration 35Q: 3 clusters Score -583769.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -583773.062500 Penalty: 2750.183350
	Iteration 36Q: 3 clusters Score -583773.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -583775.062500 Penalty: 2750.183350
	Iteration 37Q: 3 clusters Score -583775.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -583776.375000 Penalty: 2750.183350
	Iteration 38Q: 3 clusters Score -583776.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -583776.750000 Penalty: 2750.183350
	Iteration 39Q: 3 clusters Score -583776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -583776.937500 Penalty: 2750.183350
	Iteration 40F: 3 clusters Score -583776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -583778.562500 Penalty: 2750.183350
	Iteration 41Q: 3 clusters Score -583778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -583780.437500 Penalty: 2750.183350
	Iteration 42Q: 3 clusters Score -583780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -583781.062500 Penalty: 2750.183350
	Iteration 43Q: 3 clusters Score -583781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -583780.562500 Penalty: 2750.183350
	Iteration 44Q: 3 clusters Score -583780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -583780.687500 Penalty: 2750.183350
	Iteration 45Q: 3 clusters Score -583780.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -583781.687500 Penalty: 2750.183350
	Iteration 46Q: 3 clusters Score -583781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -583782.750000 Penalty: 2750.183350
	Iteration 47Q: 3 clusters Score -583782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -583783.062500 Penalty: 2750.183350
	Iteration 48Q: 3 clusters Score -583783.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -583783.062500 Penalty: 2750.183350
	Iteration 49F: 3 clusters Score -583783.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Entering Unmasked Estep 
Score: -1342240.000000 Penalty: 1506.699951
	Iteration 0F: 2 clusters Score -1342240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1334653.625000 Penalty: 3013.399902
	Iteration 0F: 3 clusters Score -1334654 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1336978.125000 Penalty: 3013.399902
	Iteration 1F: 3 clusters Score -1336978 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1337228.250000 Penalty: 3013.399902
	Iteration 2F: 3 clusters Score -1337228 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1337464.875000 Penalty: 3013.399902
	Iteration 3F: 3 clusters Score -1337465 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1337708.625000 Penalty: 3013.399902
	Iteration 4Q: 3 clusters Score -1337709 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1337969.625000 Penalty: 3013.399902
	Iteration 5Q: 3 clusters Score -1337970 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1338251.375000 Penalty: 3013.399902
	Iteration 6Q: 3 clusters Score -1338251 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1338592.125000 Penalty: 3013.399902
	Iteration 7F: 3 clusters Score -1338592 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1338995.625000 Penalty: 3013.399902
	Iteration 8F: 3 clusters Score -1338996 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1339429.125000 Penalty: 3013.399902
	Iteration 9F: 3 clusters Score -1339429 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1339855.625000 Penalty: 3013.399902
	Iteration 10F: 3 clusters Score -1339856 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1340226.375000 Penalty: 3013.399902
	Iteration 11Q: 3 clusters Score -1340226 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1340515.125000 Penalty: 3013.399902
	Iteration 12Q: 3 clusters Score -1340515 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1340690.250000 Penalty: 3013.399902
	Iteration 13Q: 3 clusters Score -1340690 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1340782.875000 Penalty: 3013.399902
	Iteration 14Q: 3 clusters Score -1340783 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1340856.125000 Penalty: 3013.399902
	Iteration 15Q: 3 clusters Score -1340856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1340903.375000 Penalty: 3013.399902
	Iteration 16Q: 3 clusters Score -1340903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1340930.375000 Penalty: 3013.399902
	Iteration 17Q: 3 clusters Score -1340930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1340952.625000 Penalty: 3013.399902
	Iteration 18Q: 3 clusters Score -1340953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1340967.500000 Penalty: 3013.399902
	Iteration 19Q: 3 clusters Score -1340968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1340971.250000 Penalty: 3013.399902
	Iteration 20F: 3 clusters Score -1340971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1340971.750000 Penalty: 3013.399902
	Iteration 21Q: 3 clusters Score -1340972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1340974.750000 Penalty: 3013.399902
	Iteration 22Q: 3 clusters Score -1340975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1340975.750000 Penalty: 3013.399902
	Iteration 23Q: 3 clusters Score -1340976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1340975.750000 Penalty: 3013.399902
	Iteration 24F: 3 clusters Score -1340976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -37638.335938 Penalty: 970.330078
	Iteration 0F: 2 clusters Score -37638.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36858.347656 Penalty: 1940.660156
	Iteration 0F: 3 clusters Score -36858.35 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37197.515625 Penalty: 1940.660156
	Iteration 1F: 3 clusters Score -37197.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -37391.074219 Penalty: 1940.660156
	Iteration 2F: 3 clusters Score -37391.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -37438.582031 Penalty: 1940.660156
	Iteration 3F: 3 clusters Score -37438.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Entering Unmasked Estep 
Score: -2156615.250000 Penalty: 1583.432251
	Iteration 0F: 2 clusters Score -2156615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2144856.500000 Penalty: 3166.864502
	Iteration 0F: 3 clusters Score -2144856 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2148999.250000 Penalty: 3166.864502
	Iteration 1F: 3 clusters Score -2148999 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2149275.500000 Penalty: 3166.864502
	Iteration 2Q: 3 clusters Score -2149276 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2149495.000000 Penalty: 3166.864502
	Iteration 3Q: 3 clusters Score -2149495 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2149655.000000 Penalty: 3166.864502
	Iteration 4Q: 3 clusters Score -2149655 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2149794.500000 Penalty: 3166.864502
	Iteration 5Q: 3 clusters Score -2149794 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2149925.500000 Penalty: 3166.864502
	Iteration 6Q: 3 clusters Score -2149926 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2150065.250000 Penalty: 3166.864502
	Iteration 7Q: 3 clusters Score -2150065 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2150230.500000 Penalty: 3166.864502
	Iteration 8Q: 3 clusters Score -2150230 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2150444.750000 Penalty: 3166.864502
	Iteration 9Q: 3 clusters Score -2150445 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2150696.500000 Penalty: 3166.864502
	Iteration 10Q: 3 clusters Score -2150696 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2150999.250000 Penalty: 3166.864502
	Iteration 11Q: 3 clusters Score -2150999 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2151390.000000 Penalty: 3166.864502
	Iteration 12Q: 3 clusters Score -2151390 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2151768.750000 Penalty: 3166.864502
	Iteration 13Q: 3 clusters Score -2151769 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2152134.750000 Penalty: 3166.864502
	Iteration 14Q: 3 clusters Score -2152135 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2152428.750000 Penalty: 3166.864502
	Iteration 15Q: 3 clusters Score -2152429 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2152660.500000 Penalty: 3166.864502
	Iteration 16Q: 3 clusters Score -2152660 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2152862.250000 Penalty: 3166.864502
	Iteration 17Q: 3 clusters Score -2152862 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2153020.250000 Penalty: 3166.864502
	Iteration 18Q: 3 clusters Score -2153020 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2153218.500000 Penalty: 3166.864502
	Iteration 19Q: 3 clusters Score -2153218 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2153491.750000 Penalty: 3166.864502
	Iteration 20F: 3 clusters Score -2153492 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2153787.250000 Penalty: 3166.864502
	Iteration 21Q: 3 clusters Score -2153787 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2154128.250000 Penalty: 3166.864502
	Iteration 22Q: 3 clusters Score -2154128 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2154566.500000 Penalty: 3166.864502
	Iteration 23Q: 3 clusters Score -2154566 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2155079.500000 Penalty: 3166.864502
	Iteration 24Q: 3 clusters Score -2155080 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2155595.000000 Penalty: 3166.864502
	Iteration 25Q: 3 clusters Score -2155595 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2156011.000000 Penalty: 3166.864502
	Iteration 26Q: 3 clusters Score -2156011 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2156306.000000 Penalty: 3166.864502
	Iteration 27Q: 3 clusters Score -2156306 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2156477.250000 Penalty: 3166.864502
	Iteration 28Q: 3 clusters Score -2156477 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2156567.250000 Penalty: 3166.864502
	Iteration 29Q: 3 clusters Score -2156567 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2156632.750000 Penalty: 3166.864502
	Iteration 30Q: 3 clusters Score -2156633 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2156688.500000 Penalty: 3166.864502
	Iteration 31Q: 3 clusters Score -2156688 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2156720.750000 Penalty: 3166.864502
	Iteration 32Q: 3 clusters Score -2156721 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2156753.250000 Penalty: 3166.864502
	Iteration 33Q: 3 clusters Score -2156753 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2156774.750000 Penalty: 3166.864502
	Iteration 34Q: 3 clusters Score -2156775 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2156781.250000 Penalty: 3166.864502
	Iteration 35Q: 3 clusters Score -2156781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2156800.750000 Penalty: 3166.864502
	Iteration 36Q: 3 clusters Score -2156801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2156812.000000 Penalty: 3166.864502
	Iteration 37Q: 3 clusters Score -2156812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2156819.250000 Penalty: 3166.864502
	Iteration 38Q: 3 clusters Score -2156819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2156822.750000 Penalty: 3166.864502
	Iteration 39Q: 3 clusters Score -2156823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2156848.500000 Penalty: 3166.864502
	Iteration 40F: 3 clusters Score -2156848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2156864.500000 Penalty: 3166.864502
	Iteration 41Q: 3 clusters Score -2156864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2156864.250000 Penalty: 3166.864502
	Iteration 42Q: 3 clusters Score -2156864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2156883.500000 Penalty: 3166.864502
	Iteration 43Q: 3 clusters Score -2156884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2156890.000000 Penalty: 3166.864502
	Iteration 44Q: 3 clusters Score -2156890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2156890.750000 Penalty: 3166.864502
	Iteration 45Q: 3 clusters Score -2156891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2156896.250000 Penalty: 3166.864502
	Iteration 46Q: 3 clusters Score -2156896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2156901.000000 Penalty: 3166.864502
	Iteration 47Q: 3 clusters Score -2156901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2156903.500000 Penalty: 3166.864502
	Iteration 48Q: 3 clusters Score -2156904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2156906.500000 Penalty: 3166.864502
	Iteration 49Q: 3 clusters Score -2156906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2156906.500000 Penalty: 3166.864502
	Iteration 50Q: 3 clusters Score -2156906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2156910.250000 Penalty: 3166.864502
	Iteration 51Q: 3 clusters Score -2156910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2156908.500000 Penalty: 3166.864502
	Iteration 52Q: 3 clusters Score -2156908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2156909.750000 Penalty: 3166.864502
	Iteration 53Q: 3 clusters Score -2156910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2156911.000000 Penalty: 3166.864502
	Iteration 54Q: 3 clusters Score -2156911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2156911.000000 Penalty: 3166.864502
	Iteration 55Q: 3 clusters Score -2156911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2156911.250000 Penalty: 3166.864502
	Iteration 56Q: 3 clusters Score -2156911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2156916.500000 Penalty: 3166.864502
	Iteration 57Q: 3 clusters Score -2156916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2156916.000000 Penalty: 3166.864502
	Iteration 58Q: 3 clusters Score -2156916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2156920.250000 Penalty: 3166.864502
	Iteration 59Q: 3 clusters Score -2156920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2156924.000000 Penalty: 3166.864502
	Iteration 60F: 3 clusters Score -2156924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2156927.000000 Penalty: 3166.864502
	Iteration 61Q: 3 clusters Score -2156927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2156924.750000 Penalty: 3166.864502
	Iteration 62Q: 3 clusters Score -2156925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2156924.750000 Penalty: 3166.864502
	Iteration 63Q: 3 clusters Score -2156925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2156921.500000 Penalty: 3166.864502
	Iteration 64Q: 3 clusters Score -2156922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2156922.250000 Penalty: 3166.864502
	Iteration 65Q: 3 clusters Score -2156922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2156926.500000 Penalty: 3166.864502
	Iteration 66Q: 3 clusters Score -2156926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2156926.500000 Penalty: 3166.864502
	Iteration 67F: 3 clusters Score -2156926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79904 members 
Mstep: Class 4 contains 20024 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 6295 members 
Mstep: Class 7 contains 44830 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 37004 members 
Mstep: Class 11 contains 67218 members 
Mstep: Class 12 contains 76560 members 
Mstep: Class 13 contains 2066 members 
Mstep: Class 14 contains 67002 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 4732 members 
Mstep: Class 17 contains 10636 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 7055 members 
Mstep: Class 20 contains 14684 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3857 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38384 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 10000 members 
Entering Unmasked Estep 
Score: -62639080.000000 Penalty: 55564.910156
Splitting cluster 19 changes total score from -62639148.000000 to -62639080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (14684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Entering Unmasked Estep 
Score: -1770105.000000 Penalty: 1559.108521
	Iteration 0F: 2 clusters Score -1770105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1759908.625000 Penalty: 3118.217041
	Iteration 0F: 3 clusters Score -1759909 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1763514.250000 Penalty: 3118.217041
	Iteration 1F: 3 clusters Score -1763514 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1763788.875000 Penalty: 3118.217041
	Iteration 2F: 3 clusters Score -1763789 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1763991.750000 Penalty: 3118.217041
	Iteration 3Q: 3 clusters Score -1763992 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1764154.625000 Penalty: 3118.217041
	Iteration 4Q: 3 clusters Score -1764155 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1764329.875000 Penalty: 3118.217041
	Iteration 5Q: 3 clusters Score -1764330 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1764500.750000 Penalty: 3118.217041
	Iteration 6Q: 3 clusters Score -1764501 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1764745.500000 Penalty: 3118.217041
	Iteration 7Q: 3 clusters Score -1764746 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1765009.375000 Penalty: 3118.217041
	Iteration 8Q: 3 clusters Score -1765009 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1765316.375000 Penalty: 3118.217041
	Iteration 9Q: 3 clusters Score -1765316 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1765657.625000 Penalty: 3118.217041
	Iteration 10Q: 3 clusters Score -1765658 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1766021.125000 Penalty: 3118.217041
	Iteration 11Q: 3 clusters Score -1766021 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1766330.875000 Penalty: 3118.217041
	Iteration 12Q: 3 clusters Score -1766331 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1766553.625000 Penalty: 3118.217041
	Iteration 13Q: 3 clusters Score -1766554 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1766708.625000 Penalty: 3118.217041
	Iteration 14Q: 3 clusters Score -1766709 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1766838.750000 Penalty: 3118.217041
	Iteration 15Q: 3 clusters Score -1766839 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1766930.875000 Penalty: 3118.217041
	Iteration 16Q: 3 clusters Score -1766931 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1767002.000000 Penalty: 3118.217041
	Iteration 17Q: 3 clusters Score -1767002 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1767073.625000 Penalty: 3118.217041
	Iteration 18Q: 3 clusters Score -1767074 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1767151.125000 Penalty: 3118.217041
	Iteration 19Q: 3 clusters Score -1767151 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1767226.750000 Penalty: 3118.217041
	Iteration 20F: 3 clusters Score -1767227 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1767301.750000 Penalty: 3118.217041
	Iteration 21Q: 3 clusters Score -1767302 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1767395.750000 Penalty: 3118.217041
	Iteration 22Q: 3 clusters Score -1767396 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1767504.000000 Penalty: 3118.217041
	Iteration 23Q: 3 clusters Score -1767504 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1767601.500000 Penalty: 3118.217041
	Iteration 24Q: 3 clusters Score -1767602 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1767701.625000 Penalty: 3118.217041
	Iteration 25Q: 3 clusters Score -1767702 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1767784.750000 Penalty: 3118.217041
	Iteration 26Q: 3 clusters Score -1767785 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1767872.375000 Penalty: 3118.217041
	Iteration 27Q: 3 clusters Score -1767872 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1767949.125000 Penalty: 3118.217041
	Iteration 28Q: 3 clusters Score -1767949 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1768033.500000 Penalty: 3118.217041
	Iteration 29Q: 3 clusters Score -1768034 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1768109.750000 Penalty: 3118.217041
	Iteration 30Q: 3 clusters Score -1768110 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1768179.375000 Penalty: 3118.217041
	Iteration 31Q: 3 clusters Score -1768179 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1768255.500000 Penalty: 3118.217041
	Iteration 32Q: 3 clusters Score -1768256 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1768331.000000 Penalty: 3118.217041
	Iteration 33Q: 3 clusters Score -1768331 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1768414.875000 Penalty: 3118.217041
	Iteration 34Q: 3 clusters Score -1768415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1768504.875000 Penalty: 3118.217041
	Iteration 35Q: 3 clusters Score -1768505 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1768555.250000 Penalty: 3118.217041
	Iteration 36Q: 3 clusters Score -1768555 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1768590.375000 Penalty: 3118.217041
	Iteration 37Q: 3 clusters Score -1768590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1768619.250000 Penalty: 3118.217041
	Iteration 38Q: 3 clusters Score -1768619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1768642.625000 Penalty: 3118.217041
	Iteration 39Q: 3 clusters Score -1768643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1768665.250000 Penalty: 3118.217041
	Iteration 40F: 3 clusters Score -1768665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1768686.000000 Penalty: 3118.217041
	Iteration 41Q: 3 clusters Score -1768686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1768705.375000 Penalty: 3118.217041
	Iteration 42Q: 3 clusters Score -1768705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1768712.625000 Penalty: 3118.217041
	Iteration 43Q: 3 clusters Score -1768713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1768718.875000 Penalty: 3118.217041
	Iteration 44Q: 3 clusters Score -1768719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1768724.750000 Penalty: 3118.217041
	Iteration 45Q: 3 clusters Score -1768725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1768726.375000 Penalty: 3118.217041
	Iteration 46Q: 3 clusters Score -1768726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1768727.625000 Penalty: 3118.217041
	Iteration 47Q: 3 clusters Score -1768728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1768726.000000 Penalty: 3118.217041
	Iteration 48Q: 3 clusters Score -1768726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1768731.250000 Penalty: 3118.217041
	Iteration 49Q: 3 clusters Score -1768731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1768734.375000 Penalty: 3118.217041
	Iteration 50Q: 3 clusters Score -1768734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1768738.750000 Penalty: 3118.217041
	Iteration 51Q: 3 clusters Score -1768739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1768743.625000 Penalty: 3118.217041
	Iteration 52Q: 3 clusters Score -1768744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1768748.000000 Penalty: 3118.217041
	Iteration 53Q: 3 clusters Score -1768748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1768748.875000 Penalty: 3118.217041
	Iteration 54Q: 3 clusters Score -1768749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1768751.000000 Penalty: 3118.217041
	Iteration 55Q: 3 clusters Score -1768751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1768751.000000 Penalty: 3118.217041
	Iteration 56F: 3 clusters Score -1768751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -255862.734375 Penalty: 1246.292969
	Iteration 0F: 2 clusters Score -255862.7 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 1054 members 
Entering Unmasked Estep 
Score: -253664.671875 Penalty: 2492.585938
	Iteration 0F: 3 clusters Score -253664.7 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -254162.953125 Penalty: 2492.585938
	Iteration 1F: 3 clusters Score -254163 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -254292.000000 Penalty: 2492.585938
	Iteration 2F: 3 clusters Score -254292 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -254354.359375 Penalty: 2492.585938
	Iteration 3F: 3 clusters Score -254354.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -254384.406250 Penalty: 2492.585938
	Iteration 4Q: 3 clusters Score -254384.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -254401.171875 Penalty: 2492.585938
	Iteration 5Q: 3 clusters Score -254401.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -254410.093750 Penalty: 2492.585938
	Iteration 6Q: 3 clusters Score -254410.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -254416.921875 Penalty: 2492.585938
	Iteration 7Q: 3 clusters Score -254416.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -254423.406250 Penalty: 2492.585938
	Iteration 8Q: 3 clusters Score -254423.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -254431.062500 Penalty: 2492.585938
	Iteration 9Q: 3 clusters Score -254431.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -254440.718750 Penalty: 2492.585938
	Iteration 10Q: 3 clusters Score -254440.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -254444.171875 Penalty: 2492.585938
	Iteration 11Q: 3 clusters Score -254444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -254446.062500 Penalty: 2492.585938
	Iteration 12Q: 3 clusters Score -254446.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -254447.281250 Penalty: 2492.585938
	Iteration 13Q: 3 clusters Score -254447.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -254447.953125 Penalty: 2492.585938
	Iteration 14Q: 3 clusters Score -254448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -254448.234375 Penalty: 2492.585938
	Iteration 15Q: 3 clusters Score -254448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -254448.234375 Penalty: 2492.585938
	Iteration 16F: 3 clusters Score -254448.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Entering Unmasked Estep 
Score: -476631.375000 Penalty: 1341.867310
	Iteration 0F: 2 clusters Score -476631.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -473384.500000 Penalty: 2683.734619
	Iteration 0F: 3 clusters Score -473384.5 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -474217.375000 Penalty: 2683.734619
	Iteration 1F: 3 clusters Score -474217.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -474435.968750 Penalty: 2683.734619
	Iteration 2F: 3 clusters Score -474436 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -474590.187500 Penalty: 2683.734619
	Iteration 3F: 3 clusters Score -474590.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -474700.093750 Penalty: 2683.734619
	Iteration 4Q: 3 clusters Score -474700.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -474785.781250 Penalty: 2683.734619
	Iteration 5Q: 3 clusters Score -474785.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -474845.406250 Penalty: 2683.734619
	Iteration 6Q: 3 clusters Score -474845.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -474894.500000 Penalty: 2683.734619
	Iteration 7Q: 3 clusters Score -474894.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -474948.093750 Penalty: 2683.734619
	Iteration 8Q: 3 clusters Score -474948.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -474997.562500 Penalty: 2683.734619
	Iteration 9Q: 3 clusters Score -474997.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -475046.562500 Penalty: 2683.734619
	Iteration 10Q: 3 clusters Score -475046.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -475086.218750 Penalty: 2683.734619
	Iteration 11Q: 3 clusters Score -475086.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -475118.593750 Penalty: 2683.734619
	Iteration 12Q: 3 clusters Score -475118.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -475146.031250 Penalty: 2683.734619
	Iteration 13Q: 3 clusters Score -475146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -475171.968750 Penalty: 2683.734619
	Iteration 14Q: 3 clusters Score -475172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -475210.312500 Penalty: 2683.734619
	Iteration 15Q: 3 clusters Score -475210.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -475245.156250 Penalty: 2683.734619
	Iteration 16Q: 3 clusters Score -475245.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -475273.812500 Penalty: 2683.734619
	Iteration 17Q: 3 clusters Score -475273.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -475306.781250 Penalty: 2683.734619
	Iteration 18Q: 3 clusters Score -475306.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -475341.625000 Penalty: 2683.734619
	Iteration 19Q: 3 clusters Score -475341.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -475381.156250 Penalty: 2683.734619
	Iteration 20F: 3 clusters Score -475381.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -475415.250000 Penalty: 2683.734619
	Iteration 21Q: 3 clusters Score -475415.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -475440.125000 Penalty: 2683.734619
	Iteration 22Q: 3 clusters Score -475440.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -475463.656250 Penalty: 2683.734619
	Iteration 23Q: 3 clusters Score -475463.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -475486.218750 Penalty: 2683.734619
	Iteration 24Q: 3 clusters Score -475486.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -475494.375000 Penalty: 2683.734619
	Iteration 25Q: 3 clusters Score -475494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -475498.593750 Penalty: 2683.734619
	Iteration 26Q: 3 clusters Score -475498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -475501.875000 Penalty: 2683.734619
	Iteration 27Q: 3 clusters Score -475501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -475505.906250 Penalty: 2683.734619
	Iteration 28Q: 3 clusters Score -475505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -475508.500000 Penalty: 2683.734619
	Iteration 29Q: 3 clusters Score -475508.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -475512.093750 Penalty: 2683.734619
	Iteration 30Q: 3 clusters Score -475512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -475517.375000 Penalty: 2683.734619
	Iteration 31Q: 3 clusters Score -475517.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -475522.000000 Penalty: 2683.734619
	Iteration 32Q: 3 clusters Score -475522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -475528.531250 Penalty: 2683.734619
	Iteration 33Q: 3 clusters Score -475528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -475529.718750 Penalty: 2683.734619
	Iteration 34Q: 3 clusters Score -475529.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -475532.562500 Penalty: 2683.734619
	Iteration 35Q: 3 clusters Score -475532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -475532.875000 Penalty: 2683.734619
	Iteration 36Q: 3 clusters Score -475532.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -475532.875000 Penalty: 2683.734619
	Iteration 37F: 3 clusters Score -475532.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -18443.210938 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -18443.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17856.060547 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -17856.06 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17993.964844 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -17993.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18023.750000 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -18023.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18029.089844 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -18029.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18031.957031 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -18031.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18032.994141 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -18032.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18032.994141 Penalty: 1725.187012
	Iteration 6F: 3 clusters Score -18032.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Entering Unmasked Estep 
Score: -4869096.500000 Penalty: 1715.251831
	Iteration 0F: 2 clusters Score -4869096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -4843280.500000 Penalty: 3430.503662
	Iteration 0F: 3 clusters Score -4843280 nChanged 17829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -4853447.500000 Penalty: 3430.503662
	Iteration 1F: 3 clusters Score -4853448 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -4854141.000000 Penalty: 3430.503662
	Iteration 2Q: 3 clusters Score -4854141 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -4855261.000000 Penalty: 3430.503662
	Iteration 3F: 3 clusters Score -4855261 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -4857236.500000 Penalty: 3430.503662
	Iteration 4F: 3 clusters Score -4857236 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -4860102.500000 Penalty: 3430.503662
	Iteration 5F: 3 clusters Score -4860102 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4863196.500000 Penalty: 3430.503662
	Iteration 6F: 3 clusters Score -4863196 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4865535.500000 Penalty: 3430.503662
	Iteration 7F: 3 clusters Score -4865536 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4866733.000000 Penalty: 3430.503662
	Iteration 8Q: 3 clusters Score -4866733 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4867226.500000 Penalty: 3430.503662
	Iteration 9Q: 3 clusters Score -4867226 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4867427.500000 Penalty: 3430.503662
	Iteration 10Q: 3 clusters Score -4867428 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4867540.000000 Penalty: 3430.503662
	Iteration 11Q: 3 clusters Score -4867540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4867587.500000 Penalty: 3430.503662
	Iteration 12Q: 3 clusters Score -4867588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4867626.000000 Penalty: 3430.503662
	Iteration 13Q: 3 clusters Score -4867626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4867643.000000 Penalty: 3430.503662
	Iteration 14Q: 3 clusters Score -4867643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4867657.000000 Penalty: 3430.503662
	Iteration 15Q: 3 clusters Score -4867657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4867665.000000 Penalty: 3430.503662
	Iteration 16Q: 3 clusters Score -4867665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4867664.500000 Penalty: 3430.503662
	Iteration 17Q: 3 clusters Score -4867664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4867670.000000 Penalty: 3430.503662
	Iteration 18Q: 3 clusters Score -4867670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4867674.000000 Penalty: 3430.503662
	Iteration 19Q: 3 clusters Score -4867674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4867675.500000 Penalty: 3430.503662
	Iteration 20F: 3 clusters Score -4867676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4867676.000000 Penalty: 3430.503662
	Iteration 21Q: 3 clusters Score -4867676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4867674.500000 Penalty: 3430.503662
	Iteration 22Q: 3 clusters Score -4867674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4867676.500000 Penalty: 3430.503662
	Iteration 23Q: 3 clusters Score -4867676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4867679.500000 Penalty: 3430.503662
	Iteration 24Q: 3 clusters Score -4867680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4867680.000000 Penalty: 3430.503662
	Iteration 25Q: 3 clusters Score -4867680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4867680.000000 Penalty: 3430.503662
	Iteration 26F: 3 clusters Score -4867680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Entering Unmasked Estep 
Score: -215441.656250 Penalty: 1213.261963
	Iteration 0F: 2 clusters Score -215441.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -213528.546875 Penalty: 2426.523926
	Iteration 0F: 3 clusters Score -213528.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -213921.734375 Penalty: 2426.523926
	Iteration 1F: 3 clusters Score -213921.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -214013.062500 Penalty: 2426.523926
	Iteration 2F: 3 clusters Score -214013.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -214065.718750 Penalty: 2426.523926
	Iteration 3Q: 3 clusters Score -214065.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -214111.812500 Penalty: 2426.523926
	Iteration 4Q: 3 clusters Score -214111.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -214151.312500 Penalty: 2426.523926
	Iteration 5Q: 3 clusters Score -214151.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -214182.765625 Penalty: 2426.523926
	Iteration 6Q: 3 clusters Score -214182.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -214206.062500 Penalty: 2426.523926
	Iteration 7Q: 3 clusters Score -214206.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -214224.265625 Penalty: 2426.523926
	Iteration 8Q: 3 clusters Score -214224.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -214240.859375 Penalty: 2426.523926
	Iteration 9Q: 3 clusters Score -214240.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -214251.937500 Penalty: 2426.523926
	Iteration 10Q: 3 clusters Score -214251.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -214270.062500 Penalty: 2426.523926
	Iteration 11Q: 3 clusters Score -214270.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -214286.234375 Penalty: 2426.523926
	Iteration 12Q: 3 clusters Score -214286.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -214303.734375 Penalty: 2426.523926
	Iteration 13Q: 3 clusters Score -214303.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -214314.937500 Penalty: 2426.523926
	Iteration 14Q: 3 clusters Score -214314.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -214322.171875 Penalty: 2426.523926
	Iteration 15Q: 3 clusters Score -214322.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -214329.031250 Penalty: 2426.523926
	Iteration 16Q: 3 clusters Score -214329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -214334.937500 Penalty: 2426.523926
	Iteration 17Q: 3 clusters Score -214334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -214339.921875 Penalty: 2426.523926
	Iteration 18Q: 3 clusters Score -214339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -214346.687500 Penalty: 2426.523926
	Iteration 19Q: 3 clusters Score -214346.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -214352.328125 Penalty: 2426.523926
	Iteration 20F: 3 clusters Score -214352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -214353.343750 Penalty: 2426.523926
	Iteration 21Q: 3 clusters Score -214353.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -214353.812500 Penalty: 2426.523926
	Iteration 22Q: 3 clusters Score -214353.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -214353.812500 Penalty: 2426.523926
	Iteration 23F: 3 clusters Score -214353.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79904 members 
Mstep: Class 4 contains 20024 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 6295 members 
Mstep: Class 7 contains 44830 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 37004 members 
Mstep: Class 11 contains 67218 members 
Mstep: Class 12 contains 76560 members 
Mstep: Class 13 contains 2066 members 
Mstep: Class 14 contains 67002 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 4732 members 
Mstep: Class 17 contains 10636 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17055 members 
Mstep: Class 20 contains 14684 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3857 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38384 members 
Mstep: Class 25 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639224.000000 Penalty: 53427.796875
Iteration 159Q: 26 clusters Score -6.263922e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79935 members 
Mstep: Class 4 contains 19974 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6297 members 
Mstep: Class 7 contains 44829 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 37432 members 
Mstep: Class 11 contains 67132 members 
Mstep: Class 12 contains 76294 members 
Mstep: Class 13 contains 2065 members 
Mstep: Class 14 contains 66930 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 4734 members 
Mstep: Class 17 contains 10638 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17054 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3854 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38395 members 
Mstep: Class 25 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639448.000000 Penalty: 53427.796875
Iteration 160F: 26 clusters Score -6.263945e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 79967 members 
Mstep: Class 4 contains 19931 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6291 members 
Mstep: Class 7 contains 44830 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 37890 members 
Mstep: Class 11 contains 67016 members 
Mstep: Class 12 contains 76033 members 
Mstep: Class 13 contains 2061 members 
Mstep: Class 14 contains 66864 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 4736 members 
Mstep: Class 17 contains 10642 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17051 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38402 members 
Mstep: Class 25 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639576.000000 Penalty: 53427.796875
Iteration 161Q: 26 clusters Score -6.263958e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 80009 members 
Mstep: Class 4 contains 19884 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 44829 members 
Mstep: Class 8 contains 3963 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 38358 members 
Mstep: Class 11 contains 66902 members 
Mstep: Class 12 contains 75773 members 
Mstep: Class 13 contains 2065 members 
Mstep: Class 14 contains 66780 members 
Mstep: Class 15 contains 3693 members 
Mstep: Class 16 contains 4735 members 
Mstep: Class 17 contains 10648 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17048 members 
Mstep: Class 20 contains 14684 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3844 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38398 members 
Mstep: Class 25 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639536.000000 Penalty: 53427.796875
Iteration 162Q: 26 clusters Score -6.263954e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 80053 members 
Mstep: Class 4 contains 19839 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 6288 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 38892 members 
Mstep: Class 11 contains 66796 members 
Mstep: Class 12 contains 75465 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 66682 members 
Mstep: Class 15 contains 3691 members 
Mstep: Class 16 contains 4740 members 
Mstep: Class 17 contains 10651 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17046 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3836 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38390 members 
Mstep: Class 25 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639636.000000 Penalty: 53427.796875
Iteration 163Q: 26 clusters Score -6.263964e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 80097 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6280 members 
Mstep: Class 7 contains 44835 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 2508 members 
Mstep: Class 10 contains 39405 members 
Mstep: Class 11 contains 66643 members 
Mstep: Class 12 contains 75204 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 66598 members 
Mstep: Class 15 contains 3686 members 
Mstep: Class 16 contains 4747 members 
Mstep: Class 17 contains 10660 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17045 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3836 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38372 members 
Mstep: Class 25 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639760.000000 Penalty: 53427.796875
Iteration 164Q: 26 clusters Score -6.263976e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 80146 members 
Mstep: Class 4 contains 19769 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6276 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 2508 members 
Mstep: Class 10 contains 39960 members 
Mstep: Class 11 contains 66491 members 
Mstep: Class 12 contains 74876 members 
Mstep: Class 13 contains 2055 members 
Mstep: Class 14 contains 66518 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 4751 members 
Mstep: Class 17 contains 10671 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17047 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 3834 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38355 members 
Mstep: Class 25 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62639996.000000 Penalty: 53427.796875
Iteration 165Q: 26 clusters Score -6.264e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 80215 members 
Mstep: Class 4 contains 19753 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6280 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 40508 members 
Mstep: Class 11 contains 66299 members 
Mstep: Class 12 contains 74538 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 66450 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 4754 members 
Mstep: Class 17 contains 10681 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17051 members 
Mstep: Class 20 contains 14682 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3832 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38342 members 
Mstep: Class 25 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640272.000000 Penalty: 53427.796875
Iteration 166Q: 26 clusters Score -6.264027e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 80287 members 
Mstep: Class 4 contains 19735 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 6276 members 
Mstep: Class 7 contains 44832 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 41111 members 
Mstep: Class 11 contains 66044 members 
Mstep: Class 12 contains 74202 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 66398 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 4761 members 
Mstep: Class 17 contains 10686 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17051 members 
Mstep: Class 20 contains 14681 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 3832 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38330 members 
Mstep: Class 25 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640336.000000 Penalty: 53427.796875
Iteration 167Q: 26 clusters Score -6.264034e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 80357 members 
Mstep: Class 4 contains 19715 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 6267 members 
Mstep: Class 7 contains 44832 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 41750 members 
Mstep: Class 11 contains 65772 members 
Mstep: Class 12 contains 73869 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 66323 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 4765 members 
Mstep: Class 17 contains 10685 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17053 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3834 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38319 members 
Mstep: Class 25 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640540.000000 Penalty: 53427.796875
Iteration 168Q: 26 clusters Score -6.264054e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 80446 members 
Mstep: Class 4 contains 19688 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 42467 members 
Mstep: Class 11 contains 65484 members 
Mstep: Class 12 contains 73471 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 66222 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 4769 members 
Mstep: Class 17 contains 10691 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17053 members 
Mstep: Class 20 contains 14679 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3836 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38314 members 
Mstep: Class 25 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62640836.000000 Penalty: 53427.796875
Iteration 169Q: 26 clusters Score -6.264084e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 80547 members 
Mstep: Class 4 contains 19657 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 6265 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 43221 members 
Mstep: Class 11 contains 65230 members 
Mstep: Class 12 contains 73024 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 66092 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 4777 members 
Mstep: Class 17 contains 10699 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17054 members 
Mstep: Class 20 contains 14678 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 3837 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38301 members 
Mstep: Class 25 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641072.000000 Penalty: 53427.796875
Iteration 170Q: 26 clusters Score -6.264107e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 80655 members 
Mstep: Class 4 contains 19631 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 6288 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 2505 members 
Mstep: Class 10 contains 44043 members 
Mstep: Class 11 contains 64951 members 
Mstep: Class 12 contains 72503 members 
Mstep: Class 13 contains 2055 members 
Mstep: Class 14 contains 65976 members 
Mstep: Class 15 contains 3659 members 
Mstep: Class 16 contains 4782 members 
Mstep: Class 17 contains 10702 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17055 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 2135 members 
Mstep: Class 22 contains 3837 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38286 members 
Mstep: Class 25 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641540.000000 Penalty: 53427.796875
Iteration 171Q: 26 clusters Score -6.264154e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 80760 members 
Mstep: Class 4 contains 19610 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 6290 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 2504 members 
Mstep: Class 10 contains 44851 members 
Mstep: Class 11 contains 64664 members 
Mstep: Class 12 contains 72041 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 65825 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 10703 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17059 members 
Mstep: Class 20 contains 14681 members 
Mstep: Class 21 contains 2135 members 
Mstep: Class 22 contains 3838 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38278 members 
Mstep: Class 25 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62641752.000000 Penalty: 53427.796875
Iteration 172Q: 26 clusters Score -6.264175e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 80896 members 
Mstep: Class 4 contains 19590 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 44829 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 45726 members 
Mstep: Class 11 contains 64373 members 
Mstep: Class 12 contains 71523 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 65648 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 4796 members 
Mstep: Class 17 contains 10712 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17065 members 
Mstep: Class 20 contains 14682 members 
Mstep: Class 21 contains 2135 members 
Mstep: Class 22 contains 3837 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38260 members 
Mstep: Class 25 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642340.000000 Penalty: 53427.796875
Iteration 173Q: 26 clusters Score -6.264234e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 81040 members 
Mstep: Class 4 contains 19566 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 6297 members 
Mstep: Class 7 contains 44828 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 46628 members 
Mstep: Class 11 contains 64012 members 
Mstep: Class 12 contains 71048 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 65477 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 4799 members 
Mstep: Class 17 contains 10715 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17072 members 
Mstep: Class 20 contains 14684 members 
Mstep: Class 21 contains 2135 members 
Mstep: Class 22 contains 3831 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38237 members 
Mstep: Class 25 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62642916.000000 Penalty: 53427.796875
Iteration 174Q: 26 clusters Score -6.264292e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 81206 members 
Mstep: Class 4 contains 19533 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 6324 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 47512 members 
Mstep: Class 11 contains 63633 members 
Mstep: Class 12 contains 70580 members 
Mstep: Class 13 contains 2057 members 
Mstep: Class 14 contains 65294 members 
Mstep: Class 15 contains 3624 members 
Mstep: Class 16 contains 4801 members 
Mstep: Class 17 contains 10717 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17079 members 
Mstep: Class 20 contains 14684 members 
Mstep: Class 21 contains 2135 members 
Mstep: Class 22 contains 3829 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38216 members 
Mstep: Class 25 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62643536.000000 Penalty: 53427.796875
Iteration 175Q: 26 clusters Score -6.264354e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 81422 members 
Mstep: Class 4 contains 19506 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 6337 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 48437 members 
Mstep: Class 11 contains 63222 members 
Mstep: Class 12 contains 70043 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 65113 members 
Mstep: Class 15 contains 3609 members 
Mstep: Class 16 contains 4808 members 
Mstep: Class 17 contains 10716 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17083 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 2134 members 
Mstep: Class 22 contains 3830 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 38209 members 
Mstep: Class 25 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644156.000000 Penalty: 53427.796875
Iteration 176Q: 26 clusters Score -6.264416e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 81661 members 
Mstep: Class 4 contains 19488 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 6351 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 49418 members 
Mstep: Class 11 contains 62772 members 
Mstep: Class 12 contains 69468 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 64918 members 
Mstep: Class 15 contains 3600 members 
Mstep: Class 16 contains 4821 members 
Mstep: Class 17 contains 10719 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17087 members 
Mstep: Class 20 contains 14687 members 
Mstep: Class 21 contains 2133 members 
Mstep: Class 22 contains 3825 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38192 members 
Mstep: Class 25 contains 1766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62644884.000000 Penalty: 53427.796875
Iteration 177Q: 26 clusters Score -6.264488e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 81902 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 6355 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 50403 members 
Mstep: Class 11 contains 62338 members 
Mstep: Class 12 contains 68887 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 64707 members 
Mstep: Class 15 contains 3596 members 
Mstep: Class 16 contains 4839 members 
Mstep: Class 17 contains 10726 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17091 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 2132 members 
Mstep: Class 22 contains 3824 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38179 members 
Mstep: Class 25 contains 1770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62645628.000000 Penalty: 53427.796875
Iteration 178Q: 26 clusters Score -6.264563e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 82156 members 
Mstep: Class 4 contains 19462 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 51417 members 
Mstep: Class 11 contains 61890 members 
Mstep: Class 12 contains 68243 members 
Mstep: Class 13 contains 2058 members 
Mstep: Class 14 contains 64485 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 4854 members 
Mstep: Class 17 contains 10742 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17091 members 
Mstep: Class 20 contains 14689 members 
Mstep: Class 21 contains 2131 members 
Mstep: Class 22 contains 3821 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38177 members 
Mstep: Class 25 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62646364.000000 Penalty: 53427.796875
Iteration 179Q: 26 clusters Score -6.264636e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 82389 members 
Mstep: Class 4 contains 19439 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 52455 members 
Mstep: Class 11 contains 61487 members 
Mstep: Class 12 contains 67660 members 
Mstep: Class 13 contains 2064 members 
Mstep: Class 14 contains 64225 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 4876 members 
Mstep: Class 17 contains 10745 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17097 members 
Mstep: Class 20 contains 14689 members 
Mstep: Class 21 contains 2130 members 
Mstep: Class 22 contains 3818 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38155 members 
Mstep: Class 25 contains 1774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62646832.000000 Penalty: 53427.796875
Iteration 180F: 26 clusters Score -6.264683e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 82640 members 
Mstep: Class 4 contains 19404 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 53452 members 
Mstep: Class 11 contains 61126 members 
Mstep: Class 12 contains 67092 members 
Mstep: Class 13 contains 2065 members 
Mstep: Class 14 contains 63932 members 
Mstep: Class 15 contains 3568 members 
Mstep: Class 16 contains 4896 members 
Mstep: Class 17 contains 10749 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17111 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 21 contains 2129 members 
Mstep: Class 22 contains 3814 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38150 members 
Mstep: Class 25 contains 1779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647288.000000 Penalty: 53427.796875
Iteration 181Q: 26 clusters Score -6.264729e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 82855 members 
Mstep: Class 4 contains 19364 members 
Mstep: Class 5 contains 1869 members 
Mstep: Class 6 contains 6365 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 54401 members 
Mstep: Class 11 contains 60773 members 
Mstep: Class 12 contains 66575 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 63672 members 
Mstep: Class 15 contains 3562 members 
Mstep: Class 16 contains 4923 members 
Mstep: Class 17 contains 10745 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17121 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 2129 members 
Mstep: Class 22 contains 3811 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38152 members 
Mstep: Class 25 contains 1781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647484.000000 Penalty: 53427.796875
Iteration 182Q: 26 clusters Score -6.264748e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 83056 members 
Mstep: Class 4 contains 19320 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 55266 members 
Mstep: Class 11 contains 60440 members 
Mstep: Class 12 contains 66139 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 63416 members 
Mstep: Class 15 contains 3559 members 
Mstep: Class 16 contains 4944 members 
Mstep: Class 17 contains 10743 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17137 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 2130 members 
Mstep: Class 22 contains 3807 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38144 members 
Mstep: Class 25 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647776.000000 Penalty: 53427.796875
Iteration 183Q: 26 clusters Score -6.264778e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 83217 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 1854 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 56081 members 
Mstep: Class 11 contains 60194 members 
Mstep: Class 12 contains 65678 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 63180 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 4967 members 
Mstep: Class 17 contains 10742 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17154 members 
Mstep: Class 20 contains 14685 members 
Mstep: Class 21 contains 2132 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38123 members 
Mstep: Class 25 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62647980.000000 Penalty: 53427.796875
Iteration 184Q: 26 clusters Score -6.264798e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 83384 members 
Mstep: Class 4 contains 19266 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 56761 members 
Mstep: Class 11 contains 60023 members 
Mstep: Class 12 contains 65268 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 62932 members 
Mstep: Class 15 contains 3561 members 
Mstep: Class 16 contains 4990 members 
Mstep: Class 17 contains 10736 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17164 members 
Mstep: Class 20 contains 14685 members 
Mstep: Class 21 contains 2135 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38103 members 
Mstep: Class 25 contains 1781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648460.000000 Penalty: 53427.796875
Iteration 185Q: 26 clusters Score -6.264846e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 83522 members 
Mstep: Class 4 contains 19240 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 6340 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 57316 members 
Mstep: Class 11 contains 59906 members 
Mstep: Class 12 contains 64971 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 62676 members 
Mstep: Class 15 contains 3562 members 
Mstep: Class 16 contains 5009 members 
Mstep: Class 17 contains 10726 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17180 members 
Mstep: Class 20 contains 14685 members 
Mstep: Class 21 contains 2133 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38077 members 
Mstep: Class 25 contains 1781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648768.000000 Penalty: 53427.796875
Iteration 186Q: 26 clusters Score -6.264877e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 83634 members 
Mstep: Class 4 contains 19226 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 57781 members 
Mstep: Class 11 contains 59805 members 
Mstep: Class 12 contains 64702 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 62456 members 
Mstep: Class 15 contains 3564 members 
Mstep: Class 16 contains 5034 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17197 members 
Mstep: Class 20 contains 14685 members 
Mstep: Class 21 contains 2133 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38061 members 
Mstep: Class 25 contains 1780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648908.000000 Penalty: 53427.796875
Iteration 187Q: 26 clusters Score -6.264891e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 83752 members 
Mstep: Class 4 contains 19212 members 
Mstep: Class 5 contains 1832 members 
Mstep: Class 6 contains 6343 members 
Mstep: Class 7 contains 44839 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 58167 members 
Mstep: Class 11 contains 59733 members 
Mstep: Class 12 contains 64464 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 62229 members 
Mstep: Class 15 contains 3563 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 10711 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17212 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 2133 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38050 members 
Mstep: Class 25 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648868.000000 Penalty: 53427.796875
Iteration 188Q: 26 clusters Score -6.264887e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 83859 members 
Mstep: Class 4 contains 19196 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 58512 members 
Mstep: Class 11 contains 59695 members 
Mstep: Class 12 contains 64262 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 61988 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 5102 members 
Mstep: Class 17 contains 10701 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17224 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 2132 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38047 members 
Mstep: Class 25 contains 1786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648892.000000 Penalty: 53427.796875
Iteration 189Q: 26 clusters Score -6.264889e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 83938 members 
Mstep: Class 4 contains 19191 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 58821 members 
Mstep: Class 11 contains 59658 members 
Mstep: Class 12 contains 64085 members 
Mstep: Class 13 contains 2125 members 
Mstep: Class 14 contains 61792 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 10680 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17239 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 2132 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38044 members 
Mstep: Class 25 contains 1789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648888.000000 Penalty: 53427.796875
Iteration 190Q: 26 clusters Score -6.264889e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84014 members 
Mstep: Class 4 contains 19192 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 59097 members 
Mstep: Class 11 contains 59673 members 
Mstep: Class 12 contains 63892 members 
Mstep: Class 13 contains 2131 members 
Mstep: Class 14 contains 61581 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 5173 members 
Mstep: Class 17 contains 10671 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17253 members 
Mstep: Class 20 contains 14685 members 
Mstep: Class 21 contains 2132 members 
Mstep: Class 22 contains 3791 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38041 members 
Mstep: Class 25 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648828.000000 Penalty: 53427.796875
Iteration 191Q: 26 clusters Score -6.264883e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84077 members 
Mstep: Class 4 contains 19197 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 59323 members 
Mstep: Class 11 contains 59712 members 
Mstep: Class 12 contains 63735 members 
Mstep: Class 13 contains 2136 members 
Mstep: Class 14 contains 61371 members 
Mstep: Class 15 contains 3570 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 10659 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17271 members 
Mstep: Class 20 contains 14684 members 
Mstep: Class 21 contains 2133 members 
Mstep: Class 22 contains 3786 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38036 members 
Mstep: Class 25 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648836.000000 Penalty: 53427.796875
Iteration 192Q: 26 clusters Score -6.264884e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84133 members 
Mstep: Class 4 contains 19193 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 59546 members 
Mstep: Class 11 contains 59730 members 
Mstep: Class 12 contains 63583 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 61193 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 10648 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17283 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2134 members 
Mstep: Class 22 contains 3786 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38043 members 
Mstep: Class 25 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648900.000000 Penalty: 53427.796875
Iteration 193Q: 26 clusters Score -6.26489e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84184 members 
Mstep: Class 4 contains 19183 members 
Mstep: Class 5 contains 1818 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 59740 members 
Mstep: Class 11 contains 59735 members 
Mstep: Class 12 contains 63467 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 61038 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 10644 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17293 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2137 members 
Mstep: Class 22 contains 3785 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38046 members 
Mstep: Class 25 contains 1793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648880.000000 Penalty: 53427.796875
Iteration 194Q: 26 clusters Score -6.264888e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84245 members 
Mstep: Class 4 contains 19181 members 
Mstep: Class 5 contains 1817 members 
Mstep: Class 6 contains 6320 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 59953 members 
Mstep: Class 11 contains 59744 members 
Mstep: Class 12 contains 63329 members 
Mstep: Class 13 contains 2153 members 
Mstep: Class 14 contains 60892 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 10643 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17298 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2139 members 
Mstep: Class 22 contains 3784 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38040 members 
Mstep: Class 25 contains 1794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648836.000000 Penalty: 53427.796875
Iteration 195Q: 26 clusters Score -6.264884e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84289 members 
Mstep: Class 4 contains 19178 members 
Mstep: Class 5 contains 1818 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 60127 members 
Mstep: Class 11 contains 59773 members 
Mstep: Class 12 contains 63213 members 
Mstep: Class 13 contains 2160 members 
Mstep: Class 14 contains 60734 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 5263 members 
Mstep: Class 17 contains 10640 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17302 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2138 members 
Mstep: Class 22 contains 3781 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38041 members 
Mstep: Class 25 contains 1795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648892.000000 Penalty: 53427.796875
Iteration 196Q: 26 clusters Score -6.264889e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84333 members 
Mstep: Class 4 contains 19173 members 
Mstep: Class 5 contains 1818 members 
Mstep: Class 6 contains 6308 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 60274 members 
Mstep: Class 11 contains 59776 members 
Mstep: Class 12 contains 63135 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 60607 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 5269 members 
Mstep: Class 17 contains 10636 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17311 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2138 members 
Mstep: Class 22 contains 3779 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38041 members 
Mstep: Class 25 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648892.000000 Penalty: 53427.796875
Iteration 197Q: 26 clusters Score -6.264889e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84383 members 
Mstep: Class 4 contains 19169 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 6305 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 60402 members 
Mstep: Class 11 contains 59794 members 
Mstep: Class 12 contains 63069 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 60463 members 
Mstep: Class 15 contains 3591 members 
Mstep: Class 16 contains 5279 members 
Mstep: Class 17 contains 10635 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17320 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2138 members 
Mstep: Class 22 contains 3774 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38044 members 
Mstep: Class 25 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648748.000000 Penalty: 53427.796875
Iteration 198Q: 26 clusters Score -6.264875e+07 nChanged 478
Entering ConstructFrom: 
Score: -62648748.000000 Penalty: 53427.796875
Entering ConstructFrom: 
Trying to split cluster 1 (4268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Entering Unmasked Estep 
Score: -532300.437500 Penalty: 1358.321411
	Iteration 0F: 2 clusters Score -532300.4 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 2164 members 
Entering Unmasked Estep 
Score: -528774.750000 Penalty: 2716.642822
	Iteration 0F: 3 clusters Score -528774.8 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -529736.125000 Penalty: 2716.642822
	Iteration 1F: 3 clusters Score -529736.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -529911.375000 Penalty: 2716.642822
	Iteration 2F: 3 clusters Score -529911.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -530044.062500 Penalty: 2716.642822
	Iteration 3F: 3 clusters Score -530044.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -530146.687500 Penalty: 2716.642822
	Iteration 4Q: 3 clusters Score -530146.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -530218.437500 Penalty: 2716.642822
	Iteration 5Q: 3 clusters Score -530218.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -530264.500000 Penalty: 2716.642822
	Iteration 6Q: 3 clusters Score -530264.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -530299.687500 Penalty: 2716.642822
	Iteration 7Q: 3 clusters Score -530299.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -530328.875000 Penalty: 2716.642822
	Iteration 8Q: 3 clusters Score -530328.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -530356.937500 Penalty: 2716.642822
	Iteration 9Q: 3 clusters Score -530356.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -530398.937500 Penalty: 2716.642822
	Iteration 10Q: 3 clusters Score -530398.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -530427.500000 Penalty: 2716.642822
	Iteration 11Q: 3 clusters Score -530427.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -530451.375000 Penalty: 2716.642822
	Iteration 12Q: 3 clusters Score -530451.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -530472.812500 Penalty: 2716.642822
	Iteration 13Q: 3 clusters Score -530472.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -530487.812500 Penalty: 2716.642822
	Iteration 14Q: 3 clusters Score -530487.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -530506.125000 Penalty: 2716.642822
	Iteration 15Q: 3 clusters Score -530506.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -530519.312500 Penalty: 2716.642822
	Iteration 16Q: 3 clusters Score -530519.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -530531.687500 Penalty: 2716.642822
	Iteration 17Q: 3 clusters Score -530531.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -530551.937500 Penalty: 2716.642822
	Iteration 18Q: 3 clusters Score -530551.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -530570.250000 Penalty: 2716.642822
	Iteration 19Q: 3 clusters Score -530570.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -530583.375000 Penalty: 2716.642822
	Iteration 20F: 3 clusters Score -530583.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -530597.000000 Penalty: 2716.642822
	Iteration 21Q: 3 clusters Score -530597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -530608.562500 Penalty: 2716.642822
	Iteration 22Q: 3 clusters Score -530608.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -530619.437500 Penalty: 2716.642822
	Iteration 23Q: 3 clusters Score -530619.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -530629.687500 Penalty: 2716.642822
	Iteration 24Q: 3 clusters Score -530629.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -530636.500000 Penalty: 2716.642822
	Iteration 25Q: 3 clusters Score -530636.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -530642.500000 Penalty: 2716.642822
	Iteration 26Q: 3 clusters Score -530642.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -530651.000000 Penalty: 2716.642822
	Iteration 27Q: 3 clusters Score -530651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -530661.812500 Penalty: 2716.642822
	Iteration 28Q: 3 clusters Score -530661.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -530672.375000 Penalty: 2716.642822
	Iteration 29Q: 3 clusters Score -530672.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -530683.250000 Penalty: 2716.642822
	Iteration 30Q: 3 clusters Score -530683.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -530694.312500 Penalty: 2716.642822
	Iteration 31Q: 3 clusters Score -530694.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -530707.375000 Penalty: 2716.642822
	Iteration 32Q: 3 clusters Score -530707.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -530719.937500 Penalty: 2716.642822
	Iteration 33Q: 3 clusters Score -530719.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -530730.562500 Penalty: 2716.642822
	Iteration 34Q: 3 clusters Score -530730.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -530743.937500 Penalty: 2716.642822
	Iteration 35Q: 3 clusters Score -530743.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -530753.812500 Penalty: 2716.642822
	Iteration 36Q: 3 clusters Score -530753.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -530763.125000 Penalty: 2716.642822
	Iteration 37Q: 3 clusters Score -530763.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -530773.000000 Penalty: 2716.642822
	Iteration 38Q: 3 clusters Score -530773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -530782.687500 Penalty: 2716.642822
	Iteration 39Q: 3 clusters Score -530782.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -530796.250000 Penalty: 2716.642822
	Iteration 40F: 3 clusters Score -530796.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -530809.125000 Penalty: 2716.642822
	Iteration 41Q: 3 clusters Score -530809.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -530818.187500 Penalty: 2716.642822
	Iteration 42Q: 3 clusters Score -530818.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -530823.937500 Penalty: 2716.642822
	Iteration 43Q: 3 clusters Score -530823.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -530828.187500 Penalty: 2716.642822
	Iteration 44Q: 3 clusters Score -530828.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -530828.625000 Penalty: 2716.642822
	Iteration 45Q: 3 clusters Score -530828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -530830.625000 Penalty: 2716.642822
	Iteration 46Q: 3 clusters Score -530830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -530830.812500 Penalty: 2716.642822
	Iteration 47Q: 3 clusters Score -530830.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -530830.437500 Penalty: 2716.642822
	Iteration 48Q: 3 clusters Score -530830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -530831.250000 Penalty: 2716.642822
	Iteration 49Q: 3 clusters Score -530831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -530832.062500 Penalty: 2716.642822
	Iteration 50Q: 3 clusters Score -530832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -530832.437500 Penalty: 2716.642822
	Iteration 51Q: 3 clusters Score -530832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -530832.625000 Penalty: 2716.642822
	Iteration 52Q: 3 clusters Score -530832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -530833.125000 Penalty: 2716.642822
	Iteration 53Q: 3 clusters Score -530833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -530834.500000 Penalty: 2716.642822
	Iteration 54Q: 3 clusters Score -530834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -530835.062500 Penalty: 2716.642822
	Iteration 55Q: 3 clusters Score -530835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -530835.250000 Penalty: 2716.642822
	Iteration 56Q: 3 clusters Score -530835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -530836.312500 Penalty: 2716.642822
	Iteration 57Q: 3 clusters Score -530836.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -530835.625000 Penalty: 2716.642822
	Iteration 58Q: 3 clusters Score -530835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -530837.562500 Penalty: 2716.642822
	Iteration 59Q: 3 clusters Score -530837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -530839.937500 Penalty: 2716.642822
	Iteration 60F: 3 clusters Score -530839.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -530841.312500 Penalty: 2716.642822
	Iteration 61Q: 3 clusters Score -530841.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -530843.000000 Penalty: 2716.642822
	Iteration 62Q: 3 clusters Score -530843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -530844.187500 Penalty: 2716.642822
	Iteration 63Q: 3 clusters Score -530844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -530845.687500 Penalty: 2716.642822
	Iteration 64Q: 3 clusters Score -530845.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -530849.125000 Penalty: 2716.642822
	Iteration 65Q: 3 clusters Score -530849.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -530851.375000 Penalty: 2716.642822
	Iteration 66Q: 3 clusters Score -530851.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -530853.187500 Penalty: 2716.642822
	Iteration 67Q: 3 clusters Score -530853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -530854.062500 Penalty: 2716.642822
	Iteration 68Q: 3 clusters Score -530854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -530855.000000 Penalty: 2716.642822
	Iteration 69Q: 3 clusters Score -530855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -530854.937500 Penalty: 2716.642822
	Iteration 70Q: 3 clusters Score -530854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -530856.500000 Penalty: 2716.642822
	Iteration 71Q: 3 clusters Score -530856.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -530858.375000 Penalty: 2716.642822
	Iteration 72Q: 3 clusters Score -530858.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -530860.562500 Penalty: 2716.642822
	Iteration 73Q: 3 clusters Score -530860.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -530864.250000 Penalty: 2716.642822
	Iteration 74Q: 3 clusters Score -530864.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -530869.875000 Penalty: 2716.642822
	Iteration 75Q: 3 clusters Score -530869.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -530873.937500 Penalty: 2716.642822
	Iteration 76Q: 3 clusters Score -530873.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -530877.500000 Penalty: 2716.642822
	Iteration 77Q: 3 clusters Score -530877.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -530880.375000 Penalty: 2716.642822
	Iteration 78Q: 3 clusters Score -530880.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -530884.125000 Penalty: 2716.642822
	Iteration 79Q: 3 clusters Score -530884.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -530888.062500 Penalty: 2716.642822
	Iteration 80F: 3 clusters Score -530888.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -530890.750000 Penalty: 2716.642822
	Iteration 81Q: 3 clusters Score -530890.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -530897.437500 Penalty: 2716.642822
	Iteration 82Q: 3 clusters Score -530897.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -530905.125000 Penalty: 2716.642822
	Iteration 83Q: 3 clusters Score -530905.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -530910.125000 Penalty: 2716.642822
	Iteration 84Q: 3 clusters Score -530910.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -530914.812500 Penalty: 2716.642822
	Iteration 85Q: 3 clusters Score -530914.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -530916.687500 Penalty: 2716.642822
	Iteration 86Q: 3 clusters Score -530916.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -530917.687500 Penalty: 2716.642822
	Iteration 87Q: 3 clusters Score -530917.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -530917.812500 Penalty: 2716.642822
	Iteration 88Q: 3 clusters Score -530917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -530919.687500 Penalty: 2716.642822
	Iteration 89Q: 3 clusters Score -530919.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -530919.937500 Penalty: 2716.642822
	Iteration 90Q: 3 clusters Score -530919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -530921.812500 Penalty: 2716.642822
	Iteration 91Q: 3 clusters Score -530921.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -530925.937500 Penalty: 2716.642822
	Iteration 92Q: 3 clusters Score -530925.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -530928.812500 Penalty: 2716.642822
	Iteration 93Q: 3 clusters Score -530928.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -530929.875000 Penalty: 2716.642822
	Iteration 94Q: 3 clusters Score -530929.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -530930.625000 Penalty: 2716.642822
	Iteration 95Q: 3 clusters Score -530930.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -530933.125000 Penalty: 2716.642822
	Iteration 96Q: 3 clusters Score -530933.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -530934.812500 Penalty: 2716.642822
	Iteration 97Q: 3 clusters Score -530934.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -530937.312500 Penalty: 2716.642822
	Iteration 98Q: 3 clusters Score -530937.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -530941.500000 Penalty: 2716.642822
	Iteration 99Q: 3 clusters Score -530941.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -530946.500000 Penalty: 2716.642822
	Iteration 100F: 3 clusters Score -530946.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -530951.125000 Penalty: 2716.642822
	Iteration 101Q: 3 clusters Score -530951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -530954.250000 Penalty: 2716.642822
	Iteration 102Q: 3 clusters Score -530954.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -530957.437500 Penalty: 2716.642822
	Iteration 103Q: 3 clusters Score -530957.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -530962.812500 Penalty: 2716.642822
	Iteration 104Q: 3 clusters Score -530962.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -530966.625000 Penalty: 2716.642822
	Iteration 105Q: 3 clusters Score -530966.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -530971.625000 Penalty: 2716.642822
	Iteration 106Q: 3 clusters Score -530971.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -530980.875000 Penalty: 2716.642822
	Iteration 107Q: 3 clusters Score -530980.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -530993.125000 Penalty: 2716.642822
	Iteration 108Q: 3 clusters Score -530993.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -531007.375000 Penalty: 2716.642822
	Iteration 109Q: 3 clusters Score -531007.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -531015.687500 Penalty: 2716.642822
	Iteration 110Q: 3 clusters Score -531015.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -531022.687500 Penalty: 2716.642822
	Iteration 111Q: 3 clusters Score -531022.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -531026.625000 Penalty: 2716.642822
	Iteration 112Q: 3 clusters Score -531026.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -531032.687500 Penalty: 2716.642822
	Iteration 113Q: 3 clusters Score -531032.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -531037.375000 Penalty: 2716.642822
	Iteration 114Q: 3 clusters Score -531037.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -531041.062500 Penalty: 2716.642822
	Iteration 115Q: 3 clusters Score -531041.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -531042.500000 Penalty: 2716.642822
	Iteration 116Q: 3 clusters Score -531042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -531043.625000 Penalty: 2716.642822
	Iteration 117Q: 3 clusters Score -531043.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -531045.375000 Penalty: 2716.642822
	Iteration 118Q: 3 clusters Score -531045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -531045.812500 Penalty: 2716.642822
	Iteration 119Q: 3 clusters Score -531045.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -531048.250000 Penalty: 2716.642822
	Iteration 120F: 3 clusters Score -531048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -531048.625000 Penalty: 2716.642822
	Iteration 121Q: 3 clusters Score -531048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -531049.937500 Penalty: 2716.642822
	Iteration 122Q: 3 clusters Score -531049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -531050.500000 Penalty: 2716.642822
	Iteration 123Q: 3 clusters Score -531050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -531052.562500 Penalty: 2716.642822
	Iteration 124Q: 3 clusters Score -531052.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -531053.625000 Penalty: 2716.642822
	Iteration 125Q: 3 clusters Score -531053.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -531054.437500 Penalty: 2716.642822
	Iteration 126Q: 3 clusters Score -531054.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -531055.375000 Penalty: 2716.642822
	Iteration 127Q: 3 clusters Score -531055.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -531055.375000 Penalty: 2716.642822
	Iteration 128F: 3 clusters Score -531055.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Entering Unmasked Estep 
Score: -449870.281250 Penalty: 1336.208618
	Iteration 0F: 2 clusters Score -449870.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -446734.875000 Penalty: 2672.417236
	Iteration 0F: 3 clusters Score -446734.9 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -447507.343750 Penalty: 2672.417236
	Iteration 1F: 3 clusters Score -447507.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -447617.093750 Penalty: 2672.417236
	Iteration 2F: 3 clusters Score -447617.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -447693.812500 Penalty: 2672.417236
	Iteration 3Q: 3 clusters Score -447693.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -447747.718750 Penalty: 2672.417236
	Iteration 4Q: 3 clusters Score -447747.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -447788.093750 Penalty: 2672.417236
	Iteration 5Q: 3 clusters Score -447788.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -447814.000000 Penalty: 2672.417236
	Iteration 6Q: 3 clusters Score -447814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -447834.562500 Penalty: 2672.417236
	Iteration 7Q: 3 clusters Score -447834.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -447851.218750 Penalty: 2672.417236
	Iteration 8Q: 3 clusters Score -447851.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -447867.812500 Penalty: 2672.417236
	Iteration 9Q: 3 clusters Score -447867.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -447880.437500 Penalty: 2672.417236
	Iteration 10Q: 3 clusters Score -447880.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -447892.843750 Penalty: 2672.417236
	Iteration 11Q: 3 clusters Score -447892.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -447903.406250 Penalty: 2672.417236
	Iteration 12Q: 3 clusters Score -447903.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -447913.062500 Penalty: 2672.417236
	Iteration 13Q: 3 clusters Score -447913.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -447925.750000 Penalty: 2672.417236
	Iteration 14Q: 3 clusters Score -447925.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -447939.406250 Penalty: 2672.417236
	Iteration 15Q: 3 clusters Score -447939.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -447954.000000 Penalty: 2672.417236
	Iteration 16Q: 3 clusters Score -447954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -447967.843750 Penalty: 2672.417236
	Iteration 17Q: 3 clusters Score -447967.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -447979.468750 Penalty: 2672.417236
	Iteration 18Q: 3 clusters Score -447979.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -447990.062500 Penalty: 2672.417236
	Iteration 19Q: 3 clusters Score -447990.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -447995.250000 Penalty: 2672.417236
	Iteration 20F: 3 clusters Score -447995.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -448001.437500 Penalty: 2672.417236
	Iteration 21Q: 3 clusters Score -448001.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -448008.750000 Penalty: 2672.417236
	Iteration 22Q: 3 clusters Score -448008.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -448016.343750 Penalty: 2672.417236
	Iteration 23Q: 3 clusters Score -448016.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -448019.968750 Penalty: 2672.417236
	Iteration 24Q: 3 clusters Score -448020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -448022.062500 Penalty: 2672.417236
	Iteration 25Q: 3 clusters Score -448022.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -448024.750000 Penalty: 2672.417236
	Iteration 26Q: 3 clusters Score -448024.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -448028.718750 Penalty: 2672.417236
	Iteration 27Q: 3 clusters Score -448028.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -448036.343750 Penalty: 2672.417236
	Iteration 28Q: 3 clusters Score -448036.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -448044.281250 Penalty: 2672.417236
	Iteration 29Q: 3 clusters Score -448044.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -448048.718750 Penalty: 2672.417236
	Iteration 30Q: 3 clusters Score -448048.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -448051.875000 Penalty: 2672.417236
	Iteration 31Q: 3 clusters Score -448051.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -448054.906250 Penalty: 2672.417236
	Iteration 32Q: 3 clusters Score -448054.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -448055.781250 Penalty: 2672.417236
	Iteration 33Q: 3 clusters Score -448055.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -448057.156250 Penalty: 2672.417236
	Iteration 34Q: 3 clusters Score -448057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -448058.125000 Penalty: 2672.417236
	Iteration 35Q: 3 clusters Score -448058.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -448062.125000 Penalty: 2672.417236
	Iteration 36Q: 3 clusters Score -448062.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -448063.906250 Penalty: 2672.417236
	Iteration 37Q: 3 clusters Score -448063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -448064.062500 Penalty: 2672.417236
	Iteration 38Q: 3 clusters Score -448064.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -448066.312500 Penalty: 2672.417236
	Iteration 39Q: 3 clusters Score -448066.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -448067.562500 Penalty: 2672.417236
	Iteration 40F: 3 clusters Score -448067.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -448069.531250 Penalty: 2672.417236
	Iteration 41Q: 3 clusters Score -448069.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -448070.281250 Penalty: 2672.417236
	Iteration 42Q: 3 clusters Score -448070.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -448072.281250 Penalty: 2672.417236
	Iteration 43Q: 3 clusters Score -448072.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -448072.843750 Penalty: 2672.417236
	Iteration 44Q: 3 clusters Score -448072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -448072.656250 Penalty: 2672.417236
	Iteration 45Q: 3 clusters Score -448072.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -448073.593750 Penalty: 2672.417236
	Iteration 46Q: 3 clusters Score -448073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -448074.718750 Penalty: 2672.417236
	Iteration 47Q: 3 clusters Score -448074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -448073.687500 Penalty: 2672.417236
	Iteration 48Q: 3 clusters Score -448073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -448073.687500 Penalty: 2672.417236
	Iteration 49F: 3 clusters Score -448073.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84417 members 
Entering Unmasked Estep 
Score: -10498904.000000 Penalty: 1843.322632
	Iteration 0F: 2 clusters Score -1.04989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -10446941.000000 Penalty: 3686.645264
	Iteration 0F: 3 clusters Score -1.044694e+07 nChanged 40369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -10470594.000000 Penalty: 3686.645264
	Iteration 1F: 3 clusters Score -1.047059e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -10471232.000000 Penalty: 3686.645264
	Iteration 2Q: 3 clusters Score -1.047123e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -10471877.000000 Penalty: 3686.645264
	Iteration 3Q: 3 clusters Score -1.047188e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -10472906.000000 Penalty: 3686.645264
	Iteration 4Q: 3 clusters Score -1.047291e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -10474172.000000 Penalty: 3686.645264
	Iteration 5Q: 3 clusters Score -1.047417e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -10476033.000000 Penalty: 3686.645264
	Iteration 6Q: 3 clusters Score -1.047603e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -10478545.000000 Penalty: 3686.645264
	Iteration 7F: 3 clusters Score -1.047854e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -10481642.000000 Penalty: 3686.645264
	Iteration 8F: 3 clusters Score -1.048164e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -10484942.000000 Penalty: 3686.645264
	Iteration 9F: 3 clusters Score -1.048494e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -10487536.000000 Penalty: 3686.645264
	Iteration 10Q: 3 clusters Score -1.048754e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 68140 members 
Entering Unmasked Estep 
Score: -10489198.000000 Penalty: 3686.645264
	Iteration 11Q: 3 clusters Score -1.04892e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -10489946.000000 Penalty: 3686.645264
	Iteration 12Q: 3 clusters Score -1.048995e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 69987 members 
Entering Unmasked Estep 
Score: -10490254.000000 Penalty: 3686.645264
	Iteration 13Q: 3 clusters Score -1.049025e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 70761 members 
Entering Unmasked Estep 
Score: -10490498.000000 Penalty: 3686.645264
	Iteration 14Q: 3 clusters Score -1.04905e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 71524 members 
Entering Unmasked Estep 
Score: -10490641.000000 Penalty: 3686.645264
	Iteration 15Q: 3 clusters Score -1.049064e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -10490872.000000 Penalty: 3686.645264
	Iteration 16Q: 3 clusters Score -1.049087e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 73034 members 
Entering Unmasked Estep 
Score: -10491234.000000 Penalty: 3686.645264
	Iteration 17Q: 3 clusters Score -1.049123e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -10491456.000000 Penalty: 3686.645264
	Iteration 18Q: 3 clusters Score -1.049146e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -10491790.000000 Penalty: 3686.645264
	Iteration 19Q: 3 clusters Score -1.049179e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -10492039.000000 Penalty: 3686.645264
	Iteration 20F: 3 clusters Score -1.049204e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -10492311.000000 Penalty: 3686.645264
	Iteration 21Q: 3 clusters Score -1.049231e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 76638 members 
Entering Unmasked Estep 
Score: -10492631.000000 Penalty: 3686.645264
	Iteration 22Q: 3 clusters Score -1.049263e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 77309 members 
Entering Unmasked Estep 
Score: -10492920.000000 Penalty: 3686.645264
	Iteration 23Q: 3 clusters Score -1.049292e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -10493222.000000 Penalty: 3686.645264
	Iteration 24Q: 3 clusters Score -1.049322e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -10493512.000000 Penalty: 3686.645264
	Iteration 25Q: 3 clusters Score -1.049351e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -10493869.000000 Penalty: 3686.645264
	Iteration 26Q: 3 clusters Score -1.049387e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
Score: -10494259.000000 Penalty: 3686.645264
	Iteration 27Q: 3 clusters Score -1.049426e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -10494591.000000 Penalty: 3686.645264
	Iteration 28Q: 3 clusters Score -1.049459e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -10494889.000000 Penalty: 3686.645264
	Iteration 29Q: 3 clusters Score -1.049489e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -10495223.000000 Penalty: 3686.645264
	Iteration 30Q: 3 clusters Score -1.049522e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 81697 members 
Entering Unmasked Estep 
Score: -10495589.000000 Penalty: 3686.645264
	Iteration 31Q: 3 clusters Score -1.049559e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 82085 members 
Entering Unmasked Estep 
Score: -10495827.000000 Penalty: 3686.645264
	Iteration 32Q: 3 clusters Score -1.049583e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -10496126.000000 Penalty: 3686.645264
	Iteration 33Q: 3 clusters Score -1.049613e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -10496424.000000 Penalty: 3686.645264
	Iteration 34Q: 3 clusters Score -1.049642e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -10496705.000000 Penalty: 3686.645264
	Iteration 35Q: 3 clusters Score -1.04967e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -10496907.000000 Penalty: 3686.645264
	Iteration 36Q: 3 clusters Score -1.049691e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 83476 members 
Entering Unmasked Estep 
Score: -10497083.000000 Penalty: 3686.645264
	Iteration 37Q: 3 clusters Score -1.049708e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -10497272.000000 Penalty: 3686.645264
	Iteration 38Q: 3 clusters Score -1.049727e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -10497375.000000 Penalty: 3686.645264
	Iteration 39Q: 3 clusters Score -1.049738e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 83813 members 
Entering Unmasked Estep 
Score: -10497448.000000 Penalty: 3686.645264
	Iteration 40F: 3 clusters Score -1.049745e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 83852 members 
Entering Unmasked Estep 
Score: -10497514.000000 Penalty: 3686.645264
	Iteration 41Q: 3 clusters Score -1.049751e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 83892 members 
Entering Unmasked Estep 
Score: -10497553.000000 Penalty: 3686.645264
	Iteration 42Q: 3 clusters Score -1.049755e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -10497604.000000 Penalty: 3686.645264
	Iteration 43Q: 3 clusters Score -1.04976e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -10497622.000000 Penalty: 3686.645264
	Iteration 44Q: 3 clusters Score -1.049762e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 83959 members 
Entering Unmasked Estep 
Score: -10497634.000000 Penalty: 3686.645264
	Iteration 45Q: 3 clusters Score -1.049763e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 83969 members 
Entering Unmasked Estep 
Score: -10497658.000000 Penalty: 3686.645264
	Iteration 46Q: 3 clusters Score -1.049766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -10497661.000000 Penalty: 3686.645264
	Iteration 47Q: 3 clusters Score -1.049766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -10497671.000000 Penalty: 3686.645264
	Iteration 48Q: 3 clusters Score -1.049767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -10497668.000000 Penalty: 3686.645264
	Iteration 49Q: 3 clusters Score -1.049767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 83978 members 
Entering Unmasked Estep 
Score: -10497671.000000 Penalty: 3686.645264
	Iteration 50Q: 3 clusters Score -1.049767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 83980 members 
Entering Unmasked Estep 
Score: -10497680.000000 Penalty: 3686.645264
	Iteration 51Q: 3 clusters Score -1.049768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -10497674.000000 Penalty: 3686.645264
	Iteration 52Q: 3 clusters Score -1.049767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -10497674.000000 Penalty: 3686.645264
	Iteration 53Q: 3 clusters Score -1.049767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -10497679.000000 Penalty: 3686.645264
	Iteration 54Q: 3 clusters Score -1.049768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -10497679.000000 Penalty: 3686.645264
	Iteration 55F: 3 clusters Score -1.049768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Entering Unmasked Estep 
Score: -2384375.250000 Penalty: 1602.378052
	Iteration 0F: 2 clusters Score -2384375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2371237.500000 Penalty: 3204.756104
	Iteration 0F: 3 clusters Score -2371238 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2375947.250000 Penalty: 3204.756104
	Iteration 1F: 3 clusters Score -2375947 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2376274.500000 Penalty: 3204.756104
	Iteration 2Q: 3 clusters Score -2376274 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2376646.000000 Penalty: 3204.756104
	Iteration 3Q: 3 clusters Score -2376646 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2377081.750000 Penalty: 3204.756104
	Iteration 4Q: 3 clusters Score -2377082 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2377721.000000 Penalty: 3204.756104
	Iteration 5F: 3 clusters Score -2377721 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2378610.000000 Penalty: 3204.756104
	Iteration 6F: 3 clusters Score -2378610 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2379795.000000 Penalty: 3204.756104
	Iteration 7F: 3 clusters Score -2379795 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2381042.500000 Penalty: 3204.756104
	Iteration 8F: 3 clusters Score -2381042 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2381964.750000 Penalty: 3204.756104
	Iteration 9Q: 3 clusters Score -2381965 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2382528.250000 Penalty: 3204.756104
	Iteration 10Q: 3 clusters Score -2382528 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2382780.500000 Penalty: 3204.756104
	Iteration 11Q: 3 clusters Score -2382780 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2382907.750000 Penalty: 3204.756104
	Iteration 12Q: 3 clusters Score -2382908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2382972.500000 Penalty: 3204.756104
	Iteration 13Q: 3 clusters Score -2382972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2383024.250000 Penalty: 3204.756104
	Iteration 14Q: 3 clusters Score -2383024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2383067.750000 Penalty: 3204.756104
	Iteration 15Q: 3 clusters Score -2383068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2383090.750000 Penalty: 3204.756104
	Iteration 16Q: 3 clusters Score -2383091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2383113.000000 Penalty: 3204.756104
	Iteration 17Q: 3 clusters Score -2383113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2383135.000000 Penalty: 3204.756104
	Iteration 18Q: 3 clusters Score -2383135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2383165.750000 Penalty: 3204.756104
	Iteration 19Q: 3 clusters Score -2383166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2383195.500000 Penalty: 3204.756104
	Iteration 20F: 3 clusters Score -2383196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2383217.500000 Penalty: 3204.756104
	Iteration 21Q: 3 clusters Score -2383218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2383235.500000 Penalty: 3204.756104
	Iteration 22Q: 3 clusters Score -2383236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2383258.750000 Penalty: 3204.756104
	Iteration 23Q: 3 clusters Score -2383259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2383267.250000 Penalty: 3204.756104
	Iteration 24Q: 3 clusters Score -2383267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2383275.750000 Penalty: 3204.756104
	Iteration 25Q: 3 clusters Score -2383276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2383283.500000 Penalty: 3204.756104
	Iteration 26Q: 3 clusters Score -2383284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2383288.250000 Penalty: 3204.756104
	Iteration 27Q: 3 clusters Score -2383288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2383290.500000 Penalty: 3204.756104
	Iteration 28Q: 3 clusters Score -2383290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2383295.750000 Penalty: 3204.756104
	Iteration 29Q: 3 clusters Score -2383296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2383297.750000 Penalty: 3204.756104
	Iteration 30Q: 3 clusters Score -2383298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2383305.750000 Penalty: 3204.756104
	Iteration 31Q: 3 clusters Score -2383306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2383306.750000 Penalty: 3204.756104
	Iteration 32Q: 3 clusters Score -2383307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2383310.250000 Penalty: 3204.756104
	Iteration 33Q: 3 clusters Score -2383310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2383315.500000 Penalty: 3204.756104
	Iteration 34Q: 3 clusters Score -2383316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2383322.500000 Penalty: 3204.756104
	Iteration 35Q: 3 clusters Score -2383322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2383334.500000 Penalty: 3204.756104
	Iteration 36Q: 3 clusters Score -2383334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2383348.000000 Penalty: 3204.756104
	Iteration 37Q: 3 clusters Score -2383348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2383349.250000 Penalty: 3204.756104
	Iteration 38Q: 3 clusters Score -2383349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2383355.000000 Penalty: 3204.756104
	Iteration 39Q: 3 clusters Score -2383355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2383357.250000 Penalty: 3204.756104
	Iteration 40F: 3 clusters Score -2383357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2383357.750000 Penalty: 3204.756104
	Iteration 41Q: 3 clusters Score -2383358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2383361.500000 Penalty: 3204.756104
	Iteration 42Q: 3 clusters Score -2383362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2383366.000000 Penalty: 3204.756104
	Iteration 43Q: 3 clusters Score -2383366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2383368.250000 Penalty: 3204.756104
	Iteration 44Q: 3 clusters Score -2383368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2383368.000000 Penalty: 3204.756104
	Iteration 45Q: 3 clusters Score -2383368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2383368.000000 Penalty: 3204.756104
	Iteration 46F: 3 clusters Score -2383368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -220867.234375 Penalty: 1219.553101
	Iteration 0F: 2 clusters Score -220867.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -218870.421875 Penalty: 2439.106201
	Iteration 0F: 3 clusters Score -218870.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -219337.000000 Penalty: 2439.106201
	Iteration 1F: 3 clusters Score -219337 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -219468.718750 Penalty: 2439.106201
	Iteration 2F: 3 clusters Score -219468.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -219575.265625 Penalty: 2439.106201
	Iteration 3F: 3 clusters Score -219575.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -219644.703125 Penalty: 2439.106201
	Iteration 4Q: 3 clusters Score -219644.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219675.015625 Penalty: 2439.106201
	Iteration 5Q: 3 clusters Score -219675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -219697.609375 Penalty: 2439.106201
	Iteration 6Q: 3 clusters Score -219697.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -219714.171875 Penalty: 2439.106201
	Iteration 7Q: 3 clusters Score -219714.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -219728.328125 Penalty: 2439.106201
	Iteration 8Q: 3 clusters Score -219728.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -219735.390625 Penalty: 2439.106201
	Iteration 9Q: 3 clusters Score -219735.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -219745.640625 Penalty: 2439.106201
	Iteration 10Q: 3 clusters Score -219745.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -219762.140625 Penalty: 2439.106201
	Iteration 11Q: 3 clusters Score -219762.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -219779.125000 Penalty: 2439.106201
	Iteration 12Q: 3 clusters Score -219779.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -219790.468750 Penalty: 2439.106201
	Iteration 13Q: 3 clusters Score -219790.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -219799.343750 Penalty: 2439.106201
	Iteration 14Q: 3 clusters Score -219799.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -219807.140625 Penalty: 2439.106201
	Iteration 15Q: 3 clusters Score -219807.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -219813.062500 Penalty: 2439.106201
	Iteration 16Q: 3 clusters Score -219813.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -219817.437500 Penalty: 2439.106201
	Iteration 17Q: 3 clusters Score -219817.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -219821.250000 Penalty: 2439.106201
	Iteration 18Q: 3 clusters Score -219821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -219823.796875 Penalty: 2439.106201
	Iteration 19Q: 3 clusters Score -219823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -219826.390625 Penalty: 2439.106201
	Iteration 20F: 3 clusters Score -219826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -219827.062500 Penalty: 2439.106201
	Iteration 21Q: 3 clusters Score -219827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -219828.921875 Penalty: 2439.106201
	Iteration 22Q: 3 clusters Score -219828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219829.578125 Penalty: 2439.106201
	Iteration 23Q: 3 clusters Score -219829.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -219831.031250 Penalty: 2439.106201
	Iteration 24Q: 3 clusters Score -219831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -219831.328125 Penalty: 2439.106201
	Iteration 25Q: 3 clusters Score -219831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -219832.937500 Penalty: 2439.106201
	Iteration 26Q: 3 clusters Score -219832.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -219834.953125 Penalty: 2439.106201
	Iteration 27Q: 3 clusters Score -219835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219836.203125 Penalty: 2439.106201
	Iteration 28Q: 3 clusters Score -219836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219837.875000 Penalty: 2439.106201
	Iteration 29Q: 3 clusters Score -219837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219837.875000 Penalty: 2439.106201
	Iteration 30F: 3 clusters Score -219837.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -746203.125000 Penalty: 1421.780029
	Iteration 0F: 2 clusters Score -746203.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -741458.750000 Penalty: 2843.560059
	Iteration 0F: 3 clusters Score -741458.8 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -742910.375000 Penalty: 2843.560059
	Iteration 1F: 3 clusters Score -742910.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -743106.875000 Penalty: 2843.560059
	Iteration 2F: 3 clusters Score -743106.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -743230.437500 Penalty: 2843.560059
	Iteration 3Q: 3 clusters Score -743230.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -743315.437500 Penalty: 2843.560059
	Iteration 4Q: 3 clusters Score -743315.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -743393.687500 Penalty: 2843.560059
	Iteration 5Q: 3 clusters Score -743393.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -743477.500000 Penalty: 2843.560059
	Iteration 6Q: 3 clusters Score -743477.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -743557.062500 Penalty: 2843.560059
	Iteration 7Q: 3 clusters Score -743557.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -743634.437500 Penalty: 2843.560059
	Iteration 8Q: 3 clusters Score -743634.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -743736.937500 Penalty: 2843.560059
	Iteration 9Q: 3 clusters Score -743736.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -743853.062500 Penalty: 2843.560059
	Iteration 10Q: 3 clusters Score -743853.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -743976.500000 Penalty: 2843.560059
	Iteration 11Q: 3 clusters Score -743976.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -744125.937500 Penalty: 2843.560059
	Iteration 12Q: 3 clusters Score -744125.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -744257.250000 Penalty: 2843.560059
	Iteration 13Q: 3 clusters Score -744257.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -744377.875000 Penalty: 2843.560059
	Iteration 14Q: 3 clusters Score -744377.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -744474.437500 Penalty: 2843.560059
	Iteration 15Q: 3 clusters Score -744474.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -744561.687500 Penalty: 2843.560059
	Iteration 16Q: 3 clusters Score -744561.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -744648.687500 Penalty: 2843.560059
	Iteration 17Q: 3 clusters Score -744648.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -744733.125000 Penalty: 2843.560059
	Iteration 18Q: 3 clusters Score -744733.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -744794.187500 Penalty: 2843.560059
	Iteration 19Q: 3 clusters Score -744794.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -744830.062500 Penalty: 2843.560059
	Iteration 20F: 3 clusters Score -744830.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -744865.000000 Penalty: 2843.560059
	Iteration 21Q: 3 clusters Score -744865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -744894.562500 Penalty: 2843.560059
	Iteration 22Q: 3 clusters Score -744894.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -744914.125000 Penalty: 2843.560059
	Iteration 23Q: 3 clusters Score -744914.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -744926.312500 Penalty: 2843.560059
	Iteration 24Q: 3 clusters Score -744926.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -744937.750000 Penalty: 2843.560059
	Iteration 25Q: 3 clusters Score -744937.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -744945.562500 Penalty: 2843.560059
	Iteration 26Q: 3 clusters Score -744945.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -744949.125000 Penalty: 2843.560059
	Iteration 27Q: 3 clusters Score -744949.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -744953.875000 Penalty: 2843.560059
	Iteration 28Q: 3 clusters Score -744953.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -744960.375000 Penalty: 2843.560059
	Iteration 29Q: 3 clusters Score -744960.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -744962.625000 Penalty: 2843.560059
	Iteration 30Q: 3 clusters Score -744962.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -744964.500000 Penalty: 2843.560059
	Iteration 31Q: 3 clusters Score -744964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -744966.687500 Penalty: 2843.560059
	Iteration 32Q: 3 clusters Score -744966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -744966.062500 Penalty: 2843.560059
	Iteration 33Q: 3 clusters Score -744966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -744967.125000 Penalty: 2843.560059
	Iteration 34Q: 3 clusters Score -744967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -744970.437500 Penalty: 2843.560059
	Iteration 35Q: 3 clusters Score -744970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -744971.125000 Penalty: 2843.560059
	Iteration 36Q: 3 clusters Score -744971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -744969.875000 Penalty: 2843.560059
	Iteration 37Q: 3 clusters Score -744969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -744970.125000 Penalty: 2843.560059
	Iteration 38Q: 3 clusters Score -744970.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -744970.125000 Penalty: 2843.560059
	Iteration 39F: 3 clusters Score -744970.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Entering Unmasked Estep 
Score: -5665215.500000 Penalty: 1740.506836
	Iteration 0F: 2 clusters Score -5665216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -5635018.500000 Penalty: 3481.013672
	Iteration 0F: 3 clusters Score -5635018 nChanged 21060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -5646861.000000 Penalty: 3481.013672
	Iteration 1F: 3 clusters Score -5646861 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -5647197.000000 Penalty: 3481.013672
	Iteration 2Q: 3 clusters Score -5647197 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5647496.500000 Penalty: 3481.013672
	Iteration 3Q: 3 clusters Score -5647496 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -5647808.000000 Penalty: 3481.013672
	Iteration 4Q: 3 clusters Score -5647808 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -5648116.500000 Penalty: 3481.013672
	Iteration 5Q: 3 clusters Score -5648116 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -5648507.000000 Penalty: 3481.013672
	Iteration 6Q: 3 clusters Score -5648507 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -5648990.500000 Penalty: 3481.013672
	Iteration 7Q: 3 clusters Score -5648990 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -5649602.500000 Penalty: 3481.013672
	Iteration 8Q: 3 clusters Score -5649602 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -5650391.500000 Penalty: 3481.013672
	Iteration 9Q: 3 clusters Score -5650392 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -5651303.000000 Penalty: 3481.013672
	Iteration 10Q: 3 clusters Score -5651303 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -5652272.500000 Penalty: 3481.013672
	Iteration 11Q: 3 clusters Score -5652272 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -5653308.000000 Penalty: 3481.013672
	Iteration 12Q: 3 clusters Score -5653308 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -5654450.500000 Penalty: 3481.013672
	Iteration 13Q: 3 clusters Score -5654450 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -5655645.500000 Penalty: 3481.013672
	Iteration 14Q: 3 clusters Score -5655646 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -5656992.000000 Penalty: 3481.013672
	Iteration 15Q: 3 clusters Score -5656992 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -5658282.000000 Penalty: 3481.013672
	Iteration 16Q: 3 clusters Score -5658282 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5659625.500000 Penalty: 3481.013672
	Iteration 17Q: 3 clusters Score -5659626 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -5660830.500000 Penalty: 3481.013672
	Iteration 18Q: 3 clusters Score -5660830 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -5661772.500000 Penalty: 3481.013672
	Iteration 19Q: 3 clusters Score -5661772 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -5662454.000000 Penalty: 3481.013672
	Iteration 20F: 3 clusters Score -5662454 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -5662913.000000 Penalty: 3481.013672
	Iteration 21Q: 3 clusters Score -5662913 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -5663217.000000 Penalty: 3481.013672
	Iteration 22Q: 3 clusters Score -5663217 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -5663421.000000 Penalty: 3481.013672
	Iteration 23Q: 3 clusters Score -5663421 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -5663535.500000 Penalty: 3481.013672
	Iteration 24Q: 3 clusters Score -5663536 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -5663604.000000 Penalty: 3481.013672
	Iteration 25Q: 3 clusters Score -5663604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -5663652.000000 Penalty: 3481.013672
	Iteration 26Q: 3 clusters Score -5663652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -5663674.000000 Penalty: 3481.013672
	Iteration 27Q: 3 clusters Score -5663674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -5663706.500000 Penalty: 3481.013672
	Iteration 28Q: 3 clusters Score -5663706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -5663726.500000 Penalty: 3481.013672
	Iteration 29Q: 3 clusters Score -5663726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -5663755.000000 Penalty: 3481.013672
	Iteration 30Q: 3 clusters Score -5663755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -5663785.000000 Penalty: 3481.013672
	Iteration 31Q: 3 clusters Score -5663785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -5663825.500000 Penalty: 3481.013672
	Iteration 32Q: 3 clusters Score -5663826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -5663848.000000 Penalty: 3481.013672
	Iteration 33Q: 3 clusters Score -5663848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -5663874.500000 Penalty: 3481.013672
	Iteration 34Q: 3 clusters Score -5663874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -5663879.500000 Penalty: 3481.013672
	Iteration 35Q: 3 clusters Score -5663880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -5663888.000000 Penalty: 3481.013672
	Iteration 36Q: 3 clusters Score -5663888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -5663894.500000 Penalty: 3481.013672
	Iteration 37Q: 3 clusters Score -5663894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -5663894.500000 Penalty: 3481.013672
	Iteration 38Q: 3 clusters Score -5663894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -5663894.500000 Penalty: 3481.013672
	Iteration 39F: 3 clusters Score -5663894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -465106.687500 Penalty: 1346.067749
	Iteration 0F: 2 clusters Score -465106.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -461765.687500 Penalty: 2692.135498
	Iteration 0F: 3 clusters Score -461765.7 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -462639.312500 Penalty: 2692.135498
	Iteration 1F: 3 clusters Score -462639.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -462783.156250 Penalty: 2692.135498
	Iteration 2F: 3 clusters Score -462783.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -462887.156250 Penalty: 2692.135498
	Iteration 3Q: 3 clusters Score -462887.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -462975.000000 Penalty: 2692.135498
	Iteration 4Q: 3 clusters Score -462975 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -463035.218750 Penalty: 2692.135498
	Iteration 5Q: 3 clusters Score -463035.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -463070.750000 Penalty: 2692.135498
	Iteration 6Q: 3 clusters Score -463070.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -463108.968750 Penalty: 2692.135498
	Iteration 7Q: 3 clusters Score -463109 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -463146.843750 Penalty: 2692.135498
	Iteration 8Q: 3 clusters Score -463146.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -463197.906250 Penalty: 2692.135498
	Iteration 9Q: 3 clusters Score -463197.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -463271.718750 Penalty: 2692.135498
	Iteration 10Q: 3 clusters Score -463271.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -463360.625000 Penalty: 2692.135498
	Iteration 11Q: 3 clusters Score -463360.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -463451.500000 Penalty: 2692.135498
	Iteration 12Q: 3 clusters Score -463451.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -463553.281250 Penalty: 2692.135498
	Iteration 13Q: 3 clusters Score -463553.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -463662.718750 Penalty: 2692.135498
	Iteration 14Q: 3 clusters Score -463662.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -463748.093750 Penalty: 2692.135498
	Iteration 15Q: 3 clusters Score -463748.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -463835.437500 Penalty: 2692.135498
	Iteration 16Q: 3 clusters Score -463835.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -463894.156250 Penalty: 2692.135498
	Iteration 17Q: 3 clusters Score -463894.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -463944.000000 Penalty: 2692.135498
	Iteration 18Q: 3 clusters Score -463944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -463995.906250 Penalty: 2692.135498
	Iteration 19Q: 3 clusters Score -463995.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -464037.687500 Penalty: 2692.135498
	Iteration 20F: 3 clusters Score -464037.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -464062.625000 Penalty: 2692.135498
	Iteration 21Q: 3 clusters Score -464062.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -464090.656250 Penalty: 2692.135498
	Iteration 22Q: 3 clusters Score -464090.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -464108.281250 Penalty: 2692.135498
	Iteration 23Q: 3 clusters Score -464108.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -464133.656250 Penalty: 2692.135498
	Iteration 24Q: 3 clusters Score -464133.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -464151.062500 Penalty: 2692.135498
	Iteration 25Q: 3 clusters Score -464151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -464163.156250 Penalty: 2692.135498
	Iteration 26Q: 3 clusters Score -464163.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -464171.781250 Penalty: 2692.135498
	Iteration 27Q: 3 clusters Score -464171.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -464177.656250 Penalty: 2692.135498
	Iteration 28Q: 3 clusters Score -464177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -464178.781250 Penalty: 2692.135498
	Iteration 29Q: 3 clusters Score -464178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -464178.781250 Penalty: 2692.135498
	Iteration 30F: 3 clusters Score -464178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Entering Unmasked Estep 
Score: -283416.218750 Penalty: 1271.407471
	Iteration 0F: 2 clusters Score -283416.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -281011.000000 Penalty: 2542.814941
	Iteration 0F: 3 clusters Score -281011 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -281651.000000 Penalty: 2542.814941
	Iteration 1F: 3 clusters Score -281651 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -281810.437500 Penalty: 2542.814941
	Iteration 2F: 3 clusters Score -281810.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -281905.093750 Penalty: 2542.814941
	Iteration 3F: 3 clusters Score -281905.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -281976.625000 Penalty: 2542.814941
	Iteration 4Q: 3 clusters Score -281976.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -282036.250000 Penalty: 2542.814941
	Iteration 5Q: 3 clusters Score -282036.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -282071.062500 Penalty: 2542.814941
	Iteration 6Q: 3 clusters Score -282071.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -282095.968750 Penalty: 2542.814941
	Iteration 7Q: 3 clusters Score -282096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -282120.437500 Penalty: 2542.814941
	Iteration 8Q: 3 clusters Score -282120.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -282146.750000 Penalty: 2542.814941
	Iteration 9Q: 3 clusters Score -282146.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -282173.656250 Penalty: 2542.814941
	Iteration 10Q: 3 clusters Score -282173.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -282203.406250 Penalty: 2542.814941
	Iteration 11Q: 3 clusters Score -282203.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -282235.156250 Penalty: 2542.814941
	Iteration 12Q: 3 clusters Score -282235.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -282265.000000 Penalty: 2542.814941
	Iteration 13Q: 3 clusters Score -282265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -282294.406250 Penalty: 2542.814941
	Iteration 14Q: 3 clusters Score -282294.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -282315.125000 Penalty: 2542.814941
	Iteration 15Q: 3 clusters Score -282315.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -282342.593750 Penalty: 2542.814941
	Iteration 16Q: 3 clusters Score -282342.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -282378.718750 Penalty: 2542.814941
	Iteration 17Q: 3 clusters Score -282378.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -282430.687500 Penalty: 2542.814941
	Iteration 18Q: 3 clusters Score -282430.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -282467.843750 Penalty: 2542.814941
	Iteration 19Q: 3 clusters Score -282467.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -282500.000000 Penalty: 2542.814941
	Iteration 20F: 3 clusters Score -282500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -282540.500000 Penalty: 2542.814941
	Iteration 21Q: 3 clusters Score -282540.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -282586.750000 Penalty: 2542.814941
	Iteration 22Q: 3 clusters Score -282586.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -282641.406250 Penalty: 2542.814941
	Iteration 23Q: 3 clusters Score -282641.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -282685.093750 Penalty: 2542.814941
	Iteration 24Q: 3 clusters Score -282685.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -282722.656250 Penalty: 2542.814941
	Iteration 25Q: 3 clusters Score -282722.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -282757.250000 Penalty: 2542.814941
	Iteration 26Q: 3 clusters Score -282757.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -282801.093750 Penalty: 2542.814941
	Iteration 27Q: 3 clusters Score -282801.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -282830.156250 Penalty: 2542.814941
	Iteration 28Q: 3 clusters Score -282830.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -282862.250000 Penalty: 2542.814941
	Iteration 29Q: 3 clusters Score -282862.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -282888.656250 Penalty: 2542.814941
	Iteration 30Q: 3 clusters Score -282888.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -282897.531250 Penalty: 2542.814941
	Iteration 31Q: 3 clusters Score -282897.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -282904.906250 Penalty: 2542.814941
	Iteration 32Q: 3 clusters Score -282904.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -282909.562500 Penalty: 2542.814941
	Iteration 33Q: 3 clusters Score -282909.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -282915.812500 Penalty: 2542.814941
	Iteration 34Q: 3 clusters Score -282915.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -282923.187500 Penalty: 2542.814941
	Iteration 35Q: 3 clusters Score -282923.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -282932.187500 Penalty: 2542.814941
	Iteration 36Q: 3 clusters Score -282932.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -282939.187500 Penalty: 2542.814941
	Iteration 37Q: 3 clusters Score -282939.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -282943.687500 Penalty: 2542.814941
	Iteration 38Q: 3 clusters Score -282943.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -282943.406250 Penalty: 2542.814941
	Iteration 39Q: 3 clusters Score -282943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -282943.406250 Penalty: 2542.814941
	Iteration 40F: 3 clusters Score -282943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Entering Unmasked Estep 
Score: -7522017.500000 Penalty: 1789.187012
	Iteration 0F: 2 clusters Score -7522018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -7482253.500000 Penalty: 3578.374023
	Iteration 0F: 3 clusters Score -7482254 nChanged 28558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -7498677.500000 Penalty: 3578.374023
	Iteration 1F: 3 clusters Score -7498678 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -7499490.500000 Penalty: 3578.374023
	Iteration 2Q: 3 clusters Score -7499490 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -7500671.000000 Penalty: 3578.374023
	Iteration 3Q: 3 clusters Score -7500671 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -7502559.500000 Penalty: 3578.374023
	Iteration 4F: 3 clusters Score -7502560 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -7505554.500000 Penalty: 3578.374023
	Iteration 5F: 3 clusters Score -7505554 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -7509340.000000 Penalty: 3578.374023
	Iteration 6F: 3 clusters Score -7509340 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -7513149.000000 Penalty: 3578.374023
	Iteration 7F: 3 clusters Score -7513149 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -7516025.500000 Penalty: 3578.374023
	Iteration 8Q: 3 clusters Score -7516026 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -7517596.000000 Penalty: 3578.374023
	Iteration 9Q: 3 clusters Score -7517596 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -7518411.500000 Penalty: 3578.374023
	Iteration 10Q: 3 clusters Score -7518412 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -7518857.000000 Penalty: 3578.374023
	Iteration 11Q: 3 clusters Score -7518857 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -7519133.000000 Penalty: 3578.374023
	Iteration 12Q: 3 clusters Score -7519133 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -7519329.500000 Penalty: 3578.374023
	Iteration 13Q: 3 clusters Score -7519330 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -7519533.500000 Penalty: 3578.374023
	Iteration 14Q: 3 clusters Score -7519534 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -7519660.000000 Penalty: 3578.374023
	Iteration 15Q: 3 clusters Score -7519660 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -7519796.500000 Penalty: 3578.374023
	Iteration 16Q: 3 clusters Score -7519796 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -7519944.000000 Penalty: 3578.374023
	Iteration 17Q: 3 clusters Score -7519944 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -7520040.500000 Penalty: 3578.374023
	Iteration 18Q: 3 clusters Score -7520040 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -7520132.500000 Penalty: 3578.374023
	Iteration 19Q: 3 clusters Score -7520132 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -7520264.500000 Penalty: 3578.374023
	Iteration 20F: 3 clusters Score -7520264 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -7520370.000000 Penalty: 3578.374023
	Iteration 21Q: 3 clusters Score -7520370 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -7520454.500000 Penalty: 3578.374023
	Iteration 22Q: 3 clusters Score -7520454 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -7520534.000000 Penalty: 3578.374023
	Iteration 23Q: 3 clusters Score -7520534 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -7520600.000000 Penalty: 3578.374023
	Iteration 24Q: 3 clusters Score -7520600 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -7520687.500000 Penalty: 3578.374023
	Iteration 25Q: 3 clusters Score -7520688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -7520736.000000 Penalty: 3578.374023
	Iteration 26Q: 3 clusters Score -7520736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -7520761.000000 Penalty: 3578.374023
	Iteration 27Q: 3 clusters Score -7520761 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -7520803.000000 Penalty: 3578.374023
	Iteration 28Q: 3 clusters Score -7520803 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -7520836.000000 Penalty: 3578.374023
	Iteration 29Q: 3 clusters Score -7520836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -7520862.000000 Penalty: 3578.374023
	Iteration 30Q: 3 clusters Score -7520862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -7520873.000000 Penalty: 3578.374023
	Iteration 31Q: 3 clusters Score -7520873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -7520891.000000 Penalty: 3578.374023
	Iteration 32Q: 3 clusters Score -7520891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -7520897.500000 Penalty: 3578.374023
	Iteration 33Q: 3 clusters Score -7520898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -7520908.500000 Penalty: 3578.374023
	Iteration 34Q: 3 clusters Score -7520908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -7520919.000000 Penalty: 3578.374023
	Iteration 35Q: 3 clusters Score -7520919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -7520925.000000 Penalty: 3578.374023
	Iteration 36Q: 3 clusters Score -7520925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -7520932.000000 Penalty: 3578.374023
	Iteration 37Q: 3 clusters Score -7520932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -7520938.000000 Penalty: 3578.374023
	Iteration 38Q: 3 clusters Score -7520938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -7520942.500000 Penalty: 3578.374023
	Iteration 39Q: 3 clusters Score -7520942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 59949 members 
Entering Unmasked Estep 
Score: -7520947.000000 Penalty: 3578.374023
	Iteration 40F: 3 clusters Score -7520947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -7520936.000000 Penalty: 3578.374023
	Iteration 41Q: 3 clusters Score -7520936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -7520941.000000 Penalty: 3578.374023
	Iteration 42Q: 3 clusters Score -7520941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -7520944.000000 Penalty: 3578.374023
	Iteration 43Q: 3 clusters Score -7520944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -7520947.500000 Penalty: 3578.374023
	Iteration 44Q: 3 clusters Score -7520948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -7520945.500000 Penalty: 3578.374023
	Iteration 45Q: 3 clusters Score -7520946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -7520951.500000 Penalty: 3578.374023
	Iteration 46Q: 3 clusters Score -7520952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -7520954.000000 Penalty: 3578.374023
	Iteration 47Q: 3 clusters Score -7520954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -7520953.500000 Penalty: 3578.374023
	Iteration 48Q: 3 clusters Score -7520954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -7520948.000000 Penalty: 3578.374023
	Iteration 49Q: 3 clusters Score -7520948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -7520945.000000 Penalty: 3578.374023
	Iteration 50Q: 3 clusters Score -7520945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -7520945.000000 Penalty: 3578.374023
	Iteration 51F: 3 clusters Score -7520945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Entering Unmasked Estep 
Score: -7418722.500000 Penalty: 1787.426392
	Iteration 0F: 2 clusters Score -7418722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -7379071.000000 Penalty: 3574.852783
	Iteration 0F: 3 clusters Score -7379071 nChanged 28186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -7395175.500000 Penalty: 3574.852783
	Iteration 1F: 3 clusters Score -7395176 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -7395729.500000 Penalty: 3574.852783
	Iteration 2Q: 3 clusters Score -7395730 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -7396158.000000 Penalty: 3574.852783
	Iteration 3Q: 3 clusters Score -7396158 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -7396632.000000 Penalty: 3574.852783
	Iteration 4Q: 3 clusters Score -7396632 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -7397080.000000 Penalty: 3574.852783
	Iteration 5Q: 3 clusters Score -7397080 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -7397517.000000 Penalty: 3574.852783
	Iteration 6Q: 3 clusters Score -7397517 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -7398090.500000 Penalty: 3574.852783
	Iteration 7Q: 3 clusters Score -7398090 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -7398687.000000 Penalty: 3574.852783
	Iteration 8Q: 3 clusters Score -7398687 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -7399271.500000 Penalty: 3574.852783
	Iteration 9Q: 3 clusters Score -7399272 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -7399797.500000 Penalty: 3574.852783
	Iteration 10Q: 3 clusters Score -7399798 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -7400552.000000 Penalty: 3574.852783
	Iteration 11Q: 3 clusters Score -7400552 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -7401379.500000 Penalty: 3574.852783
	Iteration 12Q: 3 clusters Score -7401380 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -7402540.000000 Penalty: 3574.852783
	Iteration 13Q: 3 clusters Score -7402540 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -7404113.000000 Penalty: 3574.852783
	Iteration 14Q: 3 clusters Score -7404113 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -7406116.000000 Penalty: 3574.852783
	Iteration 15F: 3 clusters Score -7406116 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -7408391.500000 Penalty: 3574.852783
	Iteration 16F: 3 clusters Score -7408392 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -7410717.000000 Penalty: 3574.852783
	Iteration 17F: 3 clusters Score -7410717 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -7412826.500000 Penalty: 3574.852783
	Iteration 18Q: 3 clusters Score -7412826 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -7414428.500000 Penalty: 3574.852783
	Iteration 19Q: 3 clusters Score -7414428 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7415705.000000 Penalty: 3574.852783
	Iteration 20F: 3 clusters Score -7415705 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7416533.500000 Penalty: 3574.852783
	Iteration 21Q: 3 clusters Score -7416534 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7416940.000000 Penalty: 3574.852783
	Iteration 22Q: 3 clusters Score -7416940 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7417110.500000 Penalty: 3574.852783
	Iteration 23Q: 3 clusters Score -7417110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7417176.000000 Penalty: 3574.852783
	Iteration 24Q: 3 clusters Score -7417176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7417203.000000 Penalty: 3574.852783
	Iteration 25Q: 3 clusters Score -7417203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7417219.000000 Penalty: 3574.852783
	Iteration 26Q: 3 clusters Score -7417219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7417226.000000 Penalty: 3574.852783
	Iteration 27Q: 3 clusters Score -7417226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7417241.000000 Penalty: 3574.852783
	Iteration 28Q: 3 clusters Score -7417241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7417243.500000 Penalty: 3574.852783
	Iteration 29Q: 3 clusters Score -7417244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7417241.500000 Penalty: 3574.852783
	Iteration 30Q: 3 clusters Score -7417242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7417249.000000 Penalty: 3574.852783
	Iteration 31Q: 3 clusters Score -7417249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7417257.500000 Penalty: 3574.852783
	Iteration 32Q: 3 clusters Score -7417258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7417256.500000 Penalty: 3574.852783
	Iteration 33Q: 3 clusters Score -7417256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7417262.500000 Penalty: 3574.852783
	Iteration 34Q: 3 clusters Score -7417262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7417262.500000 Penalty: 3574.852783
	Iteration 35F: 3 clusters Score -7417262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Entering Unmasked Estep 
Score: -7846501.500000 Penalty: 1795.852173
	Iteration 0F: 2 clusters Score -7846502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -7805300.000000 Penalty: 3591.704346
	Iteration 0F: 3 clusters Score -7805300 nChanged 29857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -7822271.500000 Penalty: 3591.704346
	Iteration 1F: 3 clusters Score -7822272 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -7822736.500000 Penalty: 3591.704346
	Iteration 2Q: 3 clusters Score -7822736 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -7823296.000000 Penalty: 3591.704346
	Iteration 3Q: 3 clusters Score -7823296 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -7823949.000000 Penalty: 3591.704346
	Iteration 4Q: 3 clusters Score -7823949 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -7824913.500000 Penalty: 3591.704346
	Iteration 5Q: 3 clusters Score -7824914 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -7826120.000000 Penalty: 3591.704346
	Iteration 6Q: 3 clusters Score -7826120 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -7827910.000000 Penalty: 3591.704346
	Iteration 7F: 3 clusters Score -7827910 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -7830188.500000 Penalty: 3591.704346
	Iteration 8F: 3 clusters Score -7830188 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -7832761.500000 Penalty: 3591.704346
	Iteration 9F: 3 clusters Score -7832762 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -7835358.500000 Penalty: 3591.704346
	Iteration 10F: 3 clusters Score -7835358 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -7837730.000000 Penalty: 3591.704346
	Iteration 11F: 3 clusters Score -7837730 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -7839759.500000 Penalty: 3591.704346
	Iteration 12Q: 3 clusters Score -7839760 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -7841462.500000 Penalty: 3591.704346
	Iteration 13Q: 3 clusters Score -7841462 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -7842693.000000 Penalty: 3591.704346
	Iteration 14Q: 3 clusters Score -7842693 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -7843540.000000 Penalty: 3591.704346
	Iteration 15Q: 3 clusters Score -7843540 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61424 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7844089.500000 Penalty: 3591.704346
	Iteration 16Q: 3 clusters Score -7844090 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7844402.000000 Penalty: 3591.704346
	Iteration 17Q: 3 clusters Score -7844402 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7844585.500000 Penalty: 3591.704346
	Iteration 18Q: 3 clusters Score -7844586 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7844717.000000 Penalty: 3591.704346
	Iteration 19Q: 3 clusters Score -7844717 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7844790.500000 Penalty: 3591.704346
	Iteration 20F: 3 clusters Score -7844790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7844866.000000 Penalty: 3591.704346
	Iteration 21Q: 3 clusters Score -7844866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7844884.000000 Penalty: 3591.704346
	Iteration 22Q: 3 clusters Score -7844884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7844910.000000 Penalty: 3591.704346
	Iteration 23Q: 3 clusters Score -7844910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7844918.500000 Penalty: 3591.704346
	Iteration 24Q: 3 clusters Score -7844918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7844921.500000 Penalty: 3591.704346
	Iteration 25Q: 3 clusters Score -7844922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7844931.000000 Penalty: 3591.704346
	Iteration 26Q: 3 clusters Score -7844931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7844949.500000 Penalty: 3591.704346
	Iteration 27Q: 3 clusters Score -7844950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7844962.000000 Penalty: 3591.704346
	Iteration 28Q: 3 clusters Score -7844962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7844964.500000 Penalty: 3591.704346
	Iteration 29Q: 3 clusters Score -7844964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7844968.000000 Penalty: 3591.704346
	Iteration 30Q: 3 clusters Score -7844968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7844967.000000 Penalty: 3591.704346
	Iteration 31Q: 3 clusters Score -7844967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7844972.000000 Penalty: 3591.704346
	Iteration 32Q: 3 clusters Score -7844972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7844979.500000 Penalty: 3591.704346
	Iteration 33Q: 3 clusters Score -7844980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7844983.000000 Penalty: 3591.704346
	Iteration 34Q: 3 clusters Score -7844983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7844979.000000 Penalty: 3591.704346
	Iteration 35Q: 3 clusters Score -7844979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7844989.000000 Penalty: 3591.704346
	Iteration 36Q: 3 clusters Score -7844989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7844989.500000 Penalty: 3591.704346
	Iteration 37Q: 3 clusters Score -7844990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7844986.000000 Penalty: 3591.704346
	Iteration 38Q: 3 clusters Score -7844986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7844989.000000 Penalty: 3591.704346
	Iteration 39Q: 3 clusters Score -7844989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7844989.000000 Penalty: 3591.704346
	Iteration 40F: 3 clusters Score -7844989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -266666.406250 Penalty: 1248.328491
	Iteration 0F: 2 clusters Score -266666.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -264453.250000 Penalty: 2496.656982
	Iteration 0F: 3 clusters Score -264453.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -264933.500000 Penalty: 2496.656982
	Iteration 1F: 3 clusters Score -264933.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -265048.937500 Penalty: 2496.656982
	Iteration 2F: 3 clusters Score -265048.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -265107.406250 Penalty: 2496.656982
	Iteration 3Q: 3 clusters Score -265107.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -265154.968750 Penalty: 2496.656982
	Iteration 4Q: 3 clusters Score -265155 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -265195.906250 Penalty: 2496.656982
	Iteration 5Q: 3 clusters Score -265195.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -265230.156250 Penalty: 2496.656982
	Iteration 6Q: 3 clusters Score -265230.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -265262.093750 Penalty: 2496.656982
	Iteration 7Q: 3 clusters Score -265262.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -265291.000000 Penalty: 2496.656982
	Iteration 8Q: 3 clusters Score -265291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -265316.562500 Penalty: 2496.656982
	Iteration 9Q: 3 clusters Score -265316.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -265342.906250 Penalty: 2496.656982
	Iteration 10Q: 3 clusters Score -265342.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -265362.968750 Penalty: 2496.656982
	Iteration 11Q: 3 clusters Score -265363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -265381.468750 Penalty: 2496.656982
	Iteration 12Q: 3 clusters Score -265381.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -265404.062500 Penalty: 2496.656982
	Iteration 13Q: 3 clusters Score -265404.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -265422.406250 Penalty: 2496.656982
	Iteration 14Q: 3 clusters Score -265422.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -265442.375000 Penalty: 2496.656982
	Iteration 15Q: 3 clusters Score -265442.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -265469.781250 Penalty: 2496.656982
	Iteration 16Q: 3 clusters Score -265469.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -265494.468750 Penalty: 2496.656982
	Iteration 17Q: 3 clusters Score -265494.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -265516.156250 Penalty: 2496.656982
	Iteration 18Q: 3 clusters Score -265516.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -265531.468750 Penalty: 2496.656982
	Iteration 19Q: 3 clusters Score -265531.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -265543.093750 Penalty: 2496.656982
	Iteration 20F: 3 clusters Score -265543.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -265561.250000 Penalty: 2496.656982
	Iteration 21Q: 3 clusters Score -265561.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -265577.875000 Penalty: 2496.656982
	Iteration 22Q: 3 clusters Score -265577.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -265590.500000 Penalty: 2496.656982
	Iteration 23Q: 3 clusters Score -265590.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -265600.875000 Penalty: 2496.656982
	Iteration 24Q: 3 clusters Score -265600.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -265615.000000 Penalty: 2496.656982
	Iteration 25Q: 3 clusters Score -265615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -265622.625000 Penalty: 2496.656982
	Iteration 26Q: 3 clusters Score -265622.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -265632.218750 Penalty: 2496.656982
	Iteration 27Q: 3 clusters Score -265632.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -265637.437500 Penalty: 2496.656982
	Iteration 28Q: 3 clusters Score -265637.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -265640.437500 Penalty: 2496.656982
	Iteration 29Q: 3 clusters Score -265640.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -265644.750000 Penalty: 2496.656982
	Iteration 30Q: 3 clusters Score -265644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -265649.000000 Penalty: 2496.656982
	Iteration 31Q: 3 clusters Score -265649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -265652.968750 Penalty: 2496.656982
	Iteration 32Q: 3 clusters Score -265653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -265657.593750 Penalty: 2496.656982
	Iteration 33Q: 3 clusters Score -265657.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -265660.781250 Penalty: 2496.656982
	Iteration 34Q: 3 clusters Score -265660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -265668.687500 Penalty: 2496.656982
	Iteration 35Q: 3 clusters Score -265668.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -265677.187500 Penalty: 2496.656982
	Iteration 36Q: 3 clusters Score -265677.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -265692.593750 Penalty: 2496.656982
	Iteration 37Q: 3 clusters Score -265692.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -265701.500000 Penalty: 2496.656982
	Iteration 38Q: 3 clusters Score -265701.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -265705.468750 Penalty: 2496.656982
	Iteration 39Q: 3 clusters Score -265705.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -265708.906250 Penalty: 2496.656982
	Iteration 40F: 3 clusters Score -265708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -265712.281250 Penalty: 2496.656982
	Iteration 41Q: 3 clusters Score -265712.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -265716.781250 Penalty: 2496.656982
	Iteration 42Q: 3 clusters Score -265716.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -265718.812500 Penalty: 2496.656982
	Iteration 43Q: 3 clusters Score -265718.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -265720.000000 Penalty: 2496.656982
	Iteration 44Q: 3 clusters Score -265720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -265721.718750 Penalty: 2496.656982
	Iteration 45Q: 3 clusters Score -265721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -265723.562500 Penalty: 2496.656982
	Iteration 46Q: 3 clusters Score -265723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -265726.781250 Penalty: 2496.656982
	Iteration 47Q: 3 clusters Score -265726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -265731.718750 Penalty: 2496.656982
	Iteration 48Q: 3 clusters Score -265731.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -265735.375000 Penalty: 2496.656982
	Iteration 49Q: 3 clusters Score -265735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -265739.968750 Penalty: 2496.656982
	Iteration 50Q: 3 clusters Score -265740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -265744.562500 Penalty: 2496.656982
	Iteration 51Q: 3 clusters Score -265744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -265754.062500 Penalty: 2496.656982
	Iteration 52Q: 3 clusters Score -265754.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -265763.156250 Penalty: 2496.656982
	Iteration 53Q: 3 clusters Score -265763.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -265768.750000 Penalty: 2496.656982
	Iteration 54Q: 3 clusters Score -265768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -265770.437500 Penalty: 2496.656982
	Iteration 55Q: 3 clusters Score -265770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -265771.718750 Penalty: 2496.656982
	Iteration 56Q: 3 clusters Score -265771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -265772.437500 Penalty: 2496.656982
	Iteration 57Q: 3 clusters Score -265772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -265772.468750 Penalty: 2496.656982
	Iteration 58Q: 3 clusters Score -265772.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -265772.468750 Penalty: 2496.656982
	Iteration 59F: 3 clusters Score -265772.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Entering Unmasked Estep 
Score: -7463804.500000 Penalty: 1788.621948
	Iteration 0F: 2 clusters Score -7463804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -7424101.500000 Penalty: 3577.243896
	Iteration 0F: 3 clusters Score -7424102 nChanged 28372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -7440400.500000 Penalty: 3577.243896
	Iteration 1F: 3 clusters Score -7440400 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -7441131.000000 Penalty: 3577.243896
	Iteration 2Q: 3 clusters Score -7441131 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -7442059.000000 Penalty: 3577.243896
	Iteration 3Q: 3 clusters Score -7442059 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -7443306.000000 Penalty: 3577.243896
	Iteration 4Q: 3 clusters Score -7443306 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -7445001.000000 Penalty: 3577.243896
	Iteration 5Q: 3 clusters Score -7445001 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -7447293.000000 Penalty: 3577.243896
	Iteration 6F: 3 clusters Score -7447293 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -7450003.500000 Penalty: 3577.243896
	Iteration 7F: 3 clusters Score -7450004 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -7452484.500000 Penalty: 3577.243896
	Iteration 8F: 3 clusters Score -7452484 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -7454362.000000 Penalty: 3577.243896
	Iteration 9F: 3 clusters Score -7454362 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -7455588.000000 Penalty: 3577.243896
	Iteration 10Q: 3 clusters Score -7455588 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -7456296.500000 Penalty: 3577.243896
	Iteration 11Q: 3 clusters Score -7456296 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -7456818.500000 Penalty: 3577.243896
	Iteration 12Q: 3 clusters Score -7456818 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -7457210.500000 Penalty: 3577.243896
	Iteration 13Q: 3 clusters Score -7457210 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -7457631.000000 Penalty: 3577.243896
	Iteration 14Q: 3 clusters Score -7457631 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -7458013.000000 Penalty: 3577.243896
	Iteration 15Q: 3 clusters Score -7458013 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -7458351.500000 Penalty: 3577.243896
	Iteration 16Q: 3 clusters Score -7458352 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -7458677.000000 Penalty: 3577.243896
	Iteration 17Q: 3 clusters Score -7458677 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -7458935.000000 Penalty: 3577.243896
	Iteration 18Q: 3 clusters Score -7458935 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -7459167.500000 Penalty: 3577.243896
	Iteration 19Q: 3 clusters Score -7459168 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -7459359.500000 Penalty: 3577.243896
	Iteration 20F: 3 clusters Score -7459360 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -7459518.500000 Penalty: 3577.243896
	Iteration 21Q: 3 clusters Score -7459518 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -7459677.500000 Penalty: 3577.243896
	Iteration 22Q: 3 clusters Score -7459678 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -7459794.000000 Penalty: 3577.243896
	Iteration 23Q: 3 clusters Score -7459794 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -7459893.000000 Penalty: 3577.243896
	Iteration 24Q: 3 clusters Score -7459893 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -7459958.500000 Penalty: 3577.243896
	Iteration 25Q: 3 clusters Score -7459958 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -7460036.500000 Penalty: 3577.243896
	Iteration 26Q: 3 clusters Score -7460036 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -7460088.000000 Penalty: 3577.243896
	Iteration 27Q: 3 clusters Score -7460088 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -7460185.000000 Penalty: 3577.243896
	Iteration 28Q: 3 clusters Score -7460185 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -7460257.500000 Penalty: 3577.243896
	Iteration 29Q: 3 clusters Score -7460258 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -7460305.000000 Penalty: 3577.243896
	Iteration 30Q: 3 clusters Score -7460305 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -7460370.000000 Penalty: 3577.243896
	Iteration 31Q: 3 clusters Score -7460370 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -7460404.000000 Penalty: 3577.243896
	Iteration 32Q: 3 clusters Score -7460404 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -7460453.500000 Penalty: 3577.243896
	Iteration 33Q: 3 clusters Score -7460454 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -7460509.000000 Penalty: 3577.243896
	Iteration 34Q: 3 clusters Score -7460509 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -7460557.000000 Penalty: 3577.243896
	Iteration 35Q: 3 clusters Score -7460557 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -7460605.500000 Penalty: 3577.243896
	Iteration 36Q: 3 clusters Score -7460606 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -7460648.500000 Penalty: 3577.243896
	Iteration 37Q: 3 clusters Score -7460648 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -7460683.500000 Penalty: 3577.243896
	Iteration 38Q: 3 clusters Score -7460684 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -7460737.000000 Penalty: 3577.243896
	Iteration 39Q: 3 clusters Score -7460737 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -7460769.000000 Penalty: 3577.243896
	Iteration 40F: 3 clusters Score -7460769 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -7460808.000000 Penalty: 3577.243896
	Iteration 41Q: 3 clusters Score -7460808 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -7460865.000000 Penalty: 3577.243896
	Iteration 42Q: 3 clusters Score -7460865 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -7460903.000000 Penalty: 3577.243896
	Iteration 43Q: 3 clusters Score -7460903 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -7460932.500000 Penalty: 3577.243896
	Iteration 44Q: 3 clusters Score -7460932 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -7460969.500000 Penalty: 3577.243896
	Iteration 45Q: 3 clusters Score -7460970 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -7461021.500000 Penalty: 3577.243896
	Iteration 46Q: 3 clusters Score -7461022 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -7461057.000000 Penalty: 3577.243896
	Iteration 47Q: 3 clusters Score -7461057 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -7461117.000000 Penalty: 3577.243896
	Iteration 48Q: 3 clusters Score -7461117 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7461185.500000 Penalty: 3577.243896
	Iteration 49Q: 3 clusters Score -7461186 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -7461265.000000 Penalty: 3577.243896
	Iteration 50Q: 3 clusters Score -7461265 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -7461332.500000 Penalty: 3577.243896
	Iteration 51Q: 3 clusters Score -7461332 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -7461362.500000 Penalty: 3577.243896
	Iteration 52Q: 3 clusters Score -7461362 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -7461417.000000 Penalty: 3577.243896
	Iteration 53Q: 3 clusters Score -7461417 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -7461421.500000 Penalty: 3577.243896
	Iteration 54Q: 3 clusters Score -7461422 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -7461483.500000 Penalty: 3577.243896
	Iteration 55Q: 3 clusters Score -7461484 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -7461506.000000 Penalty: 3577.243896
	Iteration 56Q: 3 clusters Score -7461506 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -7461534.000000 Penalty: 3577.243896
	Iteration 57Q: 3 clusters Score -7461534 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -7461531.500000 Penalty: 3577.243896
	Iteration 58Q: 3 clusters Score -7461532 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -7461557.000000 Penalty: 3577.243896
	Iteration 59Q: 3 clusters Score -7461557 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -7461570.500000 Penalty: 3577.243896
	Iteration 60F: 3 clusters Score -7461570 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -7461589.500000 Penalty: 3577.243896
	Iteration 61Q: 3 clusters Score -7461590 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -7461596.500000 Penalty: 3577.243896
	Iteration 62Q: 3 clusters Score -7461596 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -7461609.500000 Penalty: 3577.243896
	Iteration 63Q: 3 clusters Score -7461610 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -7461619.000000 Penalty: 3577.243896
	Iteration 64Q: 3 clusters Score -7461619 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -7461612.000000 Penalty: 3577.243896
	Iteration 65Q: 3 clusters Score -7461612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -7461623.500000 Penalty: 3577.243896
	Iteration 66Q: 3 clusters Score -7461624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -7461621.500000 Penalty: 3577.243896
	Iteration 67Q: 3 clusters Score -7461622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -7461626.500000 Penalty: 3577.243896
	Iteration 68Q: 3 clusters Score -7461626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -7461634.500000 Penalty: 3577.243896
	Iteration 69Q: 3 clusters Score -7461634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -7461636.000000 Penalty: 3577.243896
	Iteration 70Q: 3 clusters Score -7461636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -7461637.000000 Penalty: 3577.243896
	Iteration 71Q: 3 clusters Score -7461637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -7461632.000000 Penalty: 3577.243896
	Iteration 72Q: 3 clusters Score -7461632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -7461640.500000 Penalty: 3577.243896
	Iteration 73Q: 3 clusters Score -7461640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -7461640.500000 Penalty: 3577.243896
	Iteration 74Q: 3 clusters Score -7461640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -7461639.500000 Penalty: 3577.243896
	Iteration 75Q: 3 clusters Score -7461640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -7461647.000000 Penalty: 3577.243896
	Iteration 76Q: 3 clusters Score -7461647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -7461642.000000 Penalty: 3577.243896
	Iteration 77Q: 3 clusters Score -7461642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -7461642.000000 Penalty: 3577.243896
	Iteration 78Q: 3 clusters Score -7461642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -7461645.500000 Penalty: 3577.243896
	Iteration 79Q: 3 clusters Score -7461646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -7461638.500000 Penalty: 3577.243896
	Iteration 80F: 3 clusters Score -7461638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -7461639.500000 Penalty: 3577.243896
	Iteration 81Q: 3 clusters Score -7461640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -7461643.000000 Penalty: 3577.243896
	Iteration 82Q: 3 clusters Score -7461643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -7461645.500000 Penalty: 3577.243896
	Iteration 83Q: 3 clusters Score -7461646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -7461640.000000 Penalty: 3577.243896
	Iteration 84Q: 3 clusters Score -7461640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -7461641.500000 Penalty: 3577.243896
	Iteration 85Q: 3 clusters Score -7461642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -7461644.500000 Penalty: 3577.243896
	Iteration 86Q: 3 clusters Score -7461644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -7461645.500000 Penalty: 3577.243896
	Iteration 87Q: 3 clusters Score -7461646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -7461639.500000 Penalty: 3577.243896
	Iteration 88Q: 3 clusters Score -7461640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -7461636.000000 Penalty: 3577.243896
	Iteration 89Q: 3 clusters Score -7461636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -7461641.500000 Penalty: 3577.243896
	Iteration 90Q: 3 clusters Score -7461642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -7461639.000000 Penalty: 3577.243896
	Iteration 91Q: 3 clusters Score -7461639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -7461643.500000 Penalty: 3577.243896
	Iteration 92Q: 3 clusters Score -7461644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -7461638.000000 Penalty: 3577.243896
	Iteration 93Q: 3 clusters Score -7461638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -7461649.000000 Penalty: 3577.243896
	Iteration 94Q: 3 clusters Score -7461649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -7461651.000000 Penalty: 3577.243896
	Iteration 95Q: 3 clusters Score -7461651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -7461644.500000 Penalty: 3577.243896
	Iteration 96Q: 3 clusters Score -7461644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -7461647.500000 Penalty: 3577.243896
	Iteration 97Q: 3 clusters Score -7461648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -7461646.500000 Penalty: 3577.243896
	Iteration 98Q: 3 clusters Score -7461646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -7461646.500000 Penalty: 3577.243896
	Iteration 99F: 3 clusters Score -7461646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Entering Unmasked Estep 
Score: -424001.687500 Penalty: 1330.390991
	Iteration 0F: 2 clusters Score -424001.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -420851.750000 Penalty: 2660.781982
	Iteration 0F: 3 clusters Score -420851.8 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -421693.125000 Penalty: 2660.781982
	Iteration 1F: 3 clusters Score -421693.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -421866.312500 Penalty: 2660.781982
	Iteration 2F: 3 clusters Score -421866.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -421966.062500 Penalty: 2660.781982
	Iteration 3Q: 3 clusters Score -421966.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -422031.156250 Penalty: 2660.781982
	Iteration 4Q: 3 clusters Score -422031.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -422085.406250 Penalty: 2660.781982
	Iteration 5Q: 3 clusters Score -422085.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -422142.437500 Penalty: 2660.781982
	Iteration 6Q: 3 clusters Score -422142.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -422177.718750 Penalty: 2660.781982
	Iteration 7Q: 3 clusters Score -422177.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -422219.062500 Penalty: 2660.781982
	Iteration 8Q: 3 clusters Score -422219.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -422255.093750 Penalty: 2660.781982
	Iteration 9Q: 3 clusters Score -422255.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -422292.656250 Penalty: 2660.781982
	Iteration 10Q: 3 clusters Score -422292.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -422328.906250 Penalty: 2660.781982
	Iteration 11Q: 3 clusters Score -422328.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -422361.718750 Penalty: 2660.781982
	Iteration 12Q: 3 clusters Score -422361.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -422400.500000 Penalty: 2660.781982
	Iteration 13Q: 3 clusters Score -422400.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -422443.156250 Penalty: 2660.781982
	Iteration 14Q: 3 clusters Score -422443.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -422477.375000 Penalty: 2660.781982
	Iteration 15Q: 3 clusters Score -422477.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -422505.406250 Penalty: 2660.781982
	Iteration 16Q: 3 clusters Score -422505.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -422536.250000 Penalty: 2660.781982
	Iteration 17Q: 3 clusters Score -422536.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -422565.718750 Penalty: 2660.781982
	Iteration 18Q: 3 clusters Score -422565.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -422593.468750 Penalty: 2660.781982
	Iteration 19Q: 3 clusters Score -422593.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -422613.968750 Penalty: 2660.781982
	Iteration 20F: 3 clusters Score -422614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -422624.437500 Penalty: 2660.781982
	Iteration 21Q: 3 clusters Score -422624.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -422630.375000 Penalty: 2660.781982
	Iteration 22Q: 3 clusters Score -422630.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -422638.468750 Penalty: 2660.781982
	Iteration 23Q: 3 clusters Score -422638.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -422645.312500 Penalty: 2660.781982
	Iteration 24Q: 3 clusters Score -422645.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -422653.625000 Penalty: 2660.781982
	Iteration 25Q: 3 clusters Score -422653.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -422663.937500 Penalty: 2660.781982
	Iteration 26Q: 3 clusters Score -422663.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -422671.937500 Penalty: 2660.781982
	Iteration 27Q: 3 clusters Score -422671.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -422681.500000 Penalty: 2660.781982
	Iteration 28Q: 3 clusters Score -422681.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -422690.375000 Penalty: 2660.781982
	Iteration 29Q: 3 clusters Score -422690.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -422697.156250 Penalty: 2660.781982
	Iteration 30Q: 3 clusters Score -422697.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -422705.781250 Penalty: 2660.781982
	Iteration 31Q: 3 clusters Score -422705.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -422712.812500 Penalty: 2660.781982
	Iteration 32Q: 3 clusters Score -422712.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -422716.031250 Penalty: 2660.781982
	Iteration 33Q: 3 clusters Score -422716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -422721.593750 Penalty: 2660.781982
	Iteration 34Q: 3 clusters Score -422721.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -422728.093750 Penalty: 2660.781982
	Iteration 35Q: 3 clusters Score -422728.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -422735.406250 Penalty: 2660.781982
	Iteration 36Q: 3 clusters Score -422735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -422739.812500 Penalty: 2660.781982
	Iteration 37Q: 3 clusters Score -422739.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -422742.093750 Penalty: 2660.781982
	Iteration 38Q: 3 clusters Score -422742.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -422745.312500 Penalty: 2660.781982
	Iteration 39Q: 3 clusters Score -422745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -422747.968750 Penalty: 2660.781982
	Iteration 40F: 3 clusters Score -422748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -422752.343750 Penalty: 2660.781982
	Iteration 41Q: 3 clusters Score -422752.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -422756.281250 Penalty: 2660.781982
	Iteration 42Q: 3 clusters Score -422756.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -422761.406250 Penalty: 2660.781982
	Iteration 43Q: 3 clusters Score -422761.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -422766.781250 Penalty: 2660.781982
	Iteration 44Q: 3 clusters Score -422766.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -422769.750000 Penalty: 2660.781982
	Iteration 45Q: 3 clusters Score -422769.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -422774.156250 Penalty: 2660.781982
	Iteration 46Q: 3 clusters Score -422774.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -422781.187500 Penalty: 2660.781982
	Iteration 47Q: 3 clusters Score -422781.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -422792.875000 Penalty: 2660.781982
	Iteration 48Q: 3 clusters Score -422792.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -422796.968750 Penalty: 2660.781982
	Iteration 49Q: 3 clusters Score -422797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -422801.468750 Penalty: 2660.781982
	Iteration 50Q: 3 clusters Score -422801.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -422805.343750 Penalty: 2660.781982
	Iteration 51Q: 3 clusters Score -422805.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -422809.968750 Penalty: 2660.781982
	Iteration 52Q: 3 clusters Score -422810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -422812.750000 Penalty: 2660.781982
	Iteration 53Q: 3 clusters Score -422812.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -422816.781250 Penalty: 2660.781982
	Iteration 54Q: 3 clusters Score -422816.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -422821.468750 Penalty: 2660.781982
	Iteration 55Q: 3 clusters Score -422821.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -422827.406250 Penalty: 2660.781982
	Iteration 56Q: 3 clusters Score -422827.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -422830.593750 Penalty: 2660.781982
	Iteration 57Q: 3 clusters Score -422830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -422832.625000 Penalty: 2660.781982
	Iteration 58Q: 3 clusters Score -422832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -422835.937500 Penalty: 2660.781982
	Iteration 59Q: 3 clusters Score -422835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -422835.687500 Penalty: 2660.781982
	Iteration 60F: 3 clusters Score -422835.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Entering Unmasked Estep 
Score: -653206.812500 Penalty: 1393.297852
	Iteration 0F: 2 clusters Score -653206.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -649068.750000 Penalty: 2786.595703
	Iteration 0F: 3 clusters Score -649068.8 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -650179.062500 Penalty: 2786.595703
	Iteration 1F: 3 clusters Score -650179.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -650332.250000 Penalty: 2786.595703
	Iteration 2F: 3 clusters Score -650332.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -650475.312500 Penalty: 2786.595703
	Iteration 3Q: 3 clusters Score -650475.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -650598.062500 Penalty: 2786.595703
	Iteration 4Q: 3 clusters Score -650598.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -650721.312500 Penalty: 2786.595703
	Iteration 5Q: 3 clusters Score -650721.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -650855.000000 Penalty: 2786.595703
	Iteration 6Q: 3 clusters Score -650855 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -651006.875000 Penalty: 2786.595703
	Iteration 7Q: 3 clusters Score -651006.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -651155.625000 Penalty: 2786.595703
	Iteration 8Q: 3 clusters Score -651155.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -651317.937500 Penalty: 2786.595703
	Iteration 9Q: 3 clusters Score -651317.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -651488.000000 Penalty: 2786.595703
	Iteration 10Q: 3 clusters Score -651488 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -651701.187500 Penalty: 2786.595703
	Iteration 11Q: 3 clusters Score -651701.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -651920.125000 Penalty: 2786.595703
	Iteration 12Q: 3 clusters Score -651920.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -652133.187500 Penalty: 2786.595703
	Iteration 13Q: 3 clusters Score -652133.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -652262.312500 Penalty: 2786.595703
	Iteration 14Q: 3 clusters Score -652262.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -652347.500000 Penalty: 2786.595703
	Iteration 15Q: 3 clusters Score -652347.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -652397.187500 Penalty: 2786.595703
	Iteration 16Q: 3 clusters Score -652397.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -652431.437500 Penalty: 2786.595703
	Iteration 17Q: 3 clusters Score -652431.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -652460.125000 Penalty: 2786.595703
	Iteration 18Q: 3 clusters Score -652460.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -652489.062500 Penalty: 2786.595703
	Iteration 19Q: 3 clusters Score -652489.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -652502.250000 Penalty: 2786.595703
	Iteration 20F: 3 clusters Score -652502.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -652507.000000 Penalty: 2786.595703
	Iteration 21Q: 3 clusters Score -652507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -652511.812500 Penalty: 2786.595703
	Iteration 22Q: 3 clusters Score -652511.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -652514.500000 Penalty: 2786.595703
	Iteration 23Q: 3 clusters Score -652514.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -652517.750000 Penalty: 2786.595703
	Iteration 24Q: 3 clusters Score -652517.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -652520.750000 Penalty: 2786.595703
	Iteration 25Q: 3 clusters Score -652520.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -652525.750000 Penalty: 2786.595703
	Iteration 26Q: 3 clusters Score -652525.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -652528.750000 Penalty: 2786.595703
	Iteration 27Q: 3 clusters Score -652528.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -652535.062500 Penalty: 2786.595703
	Iteration 28Q: 3 clusters Score -652535.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -652535.125000 Penalty: 2786.595703
	Iteration 29Q: 3 clusters Score -652535.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -652538.187500 Penalty: 2786.595703
	Iteration 30Q: 3 clusters Score -652538.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -652539.937500 Penalty: 2786.595703
	Iteration 31Q: 3 clusters Score -652539.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -652543.437500 Penalty: 2786.595703
	Iteration 32Q: 3 clusters Score -652543.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -652544.250000 Penalty: 2786.595703
	Iteration 33Q: 3 clusters Score -652544.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -652546.312500 Penalty: 2786.595703
	Iteration 34Q: 3 clusters Score -652546.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -652548.687500 Penalty: 2786.595703
	Iteration 35Q: 3 clusters Score -652548.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -652546.937500 Penalty: 2786.595703
	Iteration 36Q: 3 clusters Score -652546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -652549.375000 Penalty: 2786.595703
	Iteration 37Q: 3 clusters Score -652549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -652549.125000 Penalty: 2786.595703
	Iteration 38Q: 3 clusters Score -652549.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -652549.125000 Penalty: 2786.595703
	Iteration 39F: 3 clusters Score -652549.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Entering Unmasked Estep 
Score: -1342860.625000 Penalty: 1506.715210
	Iteration 0F: 2 clusters Score -1342861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1335289.375000 Penalty: 3013.430420
	Iteration 0F: 3 clusters Score -1335289 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1337706.750000 Penalty: 3013.430420
	Iteration 1F: 3 clusters Score -1337707 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1337925.000000 Penalty: 3013.430420
	Iteration 2F: 3 clusters Score -1337925 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1338087.625000 Penalty: 3013.430420
	Iteration 3Q: 3 clusters Score -1338088 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1338217.375000 Penalty: 3013.430420
	Iteration 4Q: 3 clusters Score -1338217 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1338342.500000 Penalty: 3013.430420
	Iteration 5Q: 3 clusters Score -1338342 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1338451.875000 Penalty: 3013.430420
	Iteration 6Q: 3 clusters Score -1338452 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1338584.125000 Penalty: 3013.430420
	Iteration 7Q: 3 clusters Score -1338584 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1338757.125000 Penalty: 3013.430420
	Iteration 8Q: 3 clusters Score -1338757 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1338962.375000 Penalty: 3013.430420
	Iteration 9Q: 3 clusters Score -1338962 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1339193.125000 Penalty: 3013.430420
	Iteration 10Q: 3 clusters Score -1339193 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1339453.875000 Penalty: 3013.430420
	Iteration 11Q: 3 clusters Score -1339454 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1339724.125000 Penalty: 3013.430420
	Iteration 12Q: 3 clusters Score -1339724 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1340029.500000 Penalty: 3013.430420
	Iteration 13Q: 3 clusters Score -1340030 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1340330.125000 Penalty: 3013.430420
	Iteration 14Q: 3 clusters Score -1340330 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1340635.625000 Penalty: 3013.430420
	Iteration 15Q: 3 clusters Score -1340636 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1340902.250000 Penalty: 3013.430420
	Iteration 16Q: 3 clusters Score -1340902 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1341114.000000 Penalty: 3013.430420
	Iteration 17Q: 3 clusters Score -1341114 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1341279.125000 Penalty: 3013.430420
	Iteration 18Q: 3 clusters Score -1341279 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1341381.875000 Penalty: 3013.430420
	Iteration 19Q: 3 clusters Score -1341382 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1341435.000000 Penalty: 3013.430420
	Iteration 20F: 3 clusters Score -1341435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1341471.000000 Penalty: 3013.430420
	Iteration 21Q: 3 clusters Score -1341471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1341497.375000 Penalty: 3013.430420
	Iteration 22Q: 3 clusters Score -1341497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1341512.250000 Penalty: 3013.430420
	Iteration 23Q: 3 clusters Score -1341512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1341518.000000 Penalty: 3013.430420
	Iteration 24Q: 3 clusters Score -1341518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1341520.250000 Penalty: 3013.430420
	Iteration 25Q: 3 clusters Score -1341520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1341526.250000 Penalty: 3013.430420
	Iteration 26Q: 3 clusters Score -1341526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1341530.625000 Penalty: 3013.430420
	Iteration 27Q: 3 clusters Score -1341531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1341538.500000 Penalty: 3013.430420
	Iteration 28Q: 3 clusters Score -1341538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1341548.500000 Penalty: 3013.430420
	Iteration 29Q: 3 clusters Score -1341548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1341553.875000 Penalty: 3013.430420
	Iteration 30Q: 3 clusters Score -1341554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1341559.250000 Penalty: 3013.430420
	Iteration 31Q: 3 clusters Score -1341559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1341566.875000 Penalty: 3013.430420
	Iteration 32Q: 3 clusters Score -1341567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1341570.000000 Penalty: 3013.430420
	Iteration 33Q: 3 clusters Score -1341570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1341570.000000 Penalty: 3013.430420
	Iteration 34Q: 3 clusters Score -1341570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1341572.625000 Penalty: 3013.430420
	Iteration 35Q: 3 clusters Score -1341573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1341575.000000 Penalty: 3013.430420
	Iteration 36Q: 3 clusters Score -1341575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1341578.125000 Penalty: 3013.430420
	Iteration 37Q: 3 clusters Score -1341578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1341582.250000 Penalty: 3013.430420
	Iteration 38Q: 3 clusters Score -1341582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1341585.125000 Penalty: 3013.430420
	Iteration 39Q: 3 clusters Score -1341585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1341585.625000 Penalty: 3013.430420
	Iteration 40F: 3 clusters Score -1341586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -37638.335938 Penalty: 970.330078
	Iteration 0F: 2 clusters Score -37638.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36751.937500 Penalty: 1940.660156
	Iteration 0F: 3 clusters Score -36751.94 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36907.320312 Penalty: 1940.660156
	Iteration 1F: 3 clusters Score -36907.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36956.820312 Penalty: 1940.660156
	Iteration 2F: 3 clusters Score -36956.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37013.125000 Penalty: 1940.660156
	Iteration 3F: 3 clusters Score -37013.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -37069.218750 Penalty: 1940.660156
	Iteration 4F: 3 clusters Score -37069.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -37158.484375 Penalty: 1940.660156
	Iteration 5Q: 3 clusters Score -37158.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37240.332031 Penalty: 1940.660156
	Iteration 6Q: 3 clusters Score -37240.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -37356.984375 Penalty: 1940.660156
	Iteration 7Q: 3 clusters Score -37356.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -37381.093750 Penalty: 1940.660156
	Iteration 8Q: 3 clusters Score -37381.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -37383.945312 Penalty: 1940.660156
	Iteration 9Q: 3 clusters Score -37383.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -37385.429688 Penalty: 1940.660156
	Iteration 10Q: 3 clusters Score -37385.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -37385.429688 Penalty: 1940.660156
	Iteration 11F: 3 clusters Score -37385.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Entering Unmasked Estep 
Score: -2190670.500000 Penalty: 1585.994141
	Iteration 0F: 2 clusters Score -2190670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2178891.500000 Penalty: 3171.988281
	Iteration 0F: 3 clusters Score -2178892 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2182986.250000 Penalty: 3171.988281
	Iteration 1F: 3 clusters Score -2182986 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2183306.000000 Penalty: 3171.988281
	Iteration 2F: 3 clusters Score -2183306 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2183561.250000 Penalty: 3171.988281
	Iteration 3Q: 3 clusters Score -2183561 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2183831.500000 Penalty: 3171.988281
	Iteration 4Q: 3 clusters Score -2183832 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2184121.500000 Penalty: 3171.988281
	Iteration 5Q: 3 clusters Score -2184122 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2184415.500000 Penalty: 3171.988281
	Iteration 6Q: 3 clusters Score -2184416 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2184796.750000 Penalty: 3171.988281
	Iteration 7Q: 3 clusters Score -2184797 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2185267.750000 Penalty: 3171.988281
	Iteration 8F: 3 clusters Score -2185268 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2185740.000000 Penalty: 3171.988281
	Iteration 9F: 3 clusters Score -2185740 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2186248.000000 Penalty: 3171.988281
	Iteration 10Q: 3 clusters Score -2186248 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2186723.500000 Penalty: 3171.988281
	Iteration 11Q: 3 clusters Score -2186724 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2187193.500000 Penalty: 3171.988281
	Iteration 12Q: 3 clusters Score -2187194 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2187613.250000 Penalty: 3171.988281
	Iteration 13Q: 3 clusters Score -2187613 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2187975.750000 Penalty: 3171.988281
	Iteration 14Q: 3 clusters Score -2187976 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2188246.750000 Penalty: 3171.988281
	Iteration 15Q: 3 clusters Score -2188247 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2188464.250000 Penalty: 3171.988281
	Iteration 16Q: 3 clusters Score -2188464 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2188608.500000 Penalty: 3171.988281
	Iteration 17Q: 3 clusters Score -2188608 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2188745.500000 Penalty: 3171.988281
	Iteration 18Q: 3 clusters Score -2188746 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2188848.500000 Penalty: 3171.988281
	Iteration 19Q: 3 clusters Score -2188848 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2188927.000000 Penalty: 3171.988281
	Iteration 20F: 3 clusters Score -2188927 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2188993.750000 Penalty: 3171.988281
	Iteration 21Q: 3 clusters Score -2188994 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2189045.250000 Penalty: 3171.988281
	Iteration 22Q: 3 clusters Score -2189045 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2189095.500000 Penalty: 3171.988281
	Iteration 23Q: 3 clusters Score -2189096 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2189138.000000 Penalty: 3171.988281
	Iteration 24Q: 3 clusters Score -2189138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2189173.750000 Penalty: 3171.988281
	Iteration 25Q: 3 clusters Score -2189174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2189200.250000 Penalty: 3171.988281
	Iteration 26Q: 3 clusters Score -2189200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2189217.750000 Penalty: 3171.988281
	Iteration 27Q: 3 clusters Score -2189218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2189231.500000 Penalty: 3171.988281
	Iteration 28Q: 3 clusters Score -2189232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2189254.500000 Penalty: 3171.988281
	Iteration 29Q: 3 clusters Score -2189254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2189268.250000 Penalty: 3171.988281
	Iteration 30Q: 3 clusters Score -2189268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2189283.250000 Penalty: 3171.988281
	Iteration 31Q: 3 clusters Score -2189283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2189294.750000 Penalty: 3171.988281
	Iteration 32Q: 3 clusters Score -2189295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2189298.500000 Penalty: 3171.988281
	Iteration 33Q: 3 clusters Score -2189298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2189305.500000 Penalty: 3171.988281
	Iteration 34Q: 3 clusters Score -2189306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2189309.250000 Penalty: 3171.988281
	Iteration 35Q: 3 clusters Score -2189309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2189307.750000 Penalty: 3171.988281
	Iteration 36Q: 3 clusters Score -2189308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2189311.500000 Penalty: 3171.988281
	Iteration 37Q: 3 clusters Score -2189312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2189311.250000 Penalty: 3171.988281
	Iteration 38Q: 3 clusters Score -2189311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2189317.500000 Penalty: 3171.988281
	Iteration 39Q: 3 clusters Score -2189318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2189320.250000 Penalty: 3171.988281
	Iteration 40F: 3 clusters Score -2189320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2189324.000000 Penalty: 3171.988281
	Iteration 41Q: 3 clusters Score -2189324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2189325.250000 Penalty: 3171.988281
	Iteration 42Q: 3 clusters Score -2189325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2189328.000000 Penalty: 3171.988281
	Iteration 43Q: 3 clusters Score -2189328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2189328.250000 Penalty: 3171.988281
	Iteration 44Q: 3 clusters Score -2189328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2189327.500000 Penalty: 3171.988281
	Iteration 45Q: 3 clusters Score -2189328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2189329.000000 Penalty: 3171.988281
	Iteration 46Q: 3 clusters Score -2189329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2189329.000000 Penalty: 3171.988281
	Iteration 47Q: 3 clusters Score -2189329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2189329.000000 Penalty: 3171.988281
	Iteration 48F: 3 clusters Score -2189329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Entering Unmasked Estep 
Score: -1769944.000000 Penalty: 1559.097290
	Iteration 0F: 2 clusters Score -1769944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1759767.125000 Penalty: 3118.194580
	Iteration 0F: 3 clusters Score -1759767 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1763290.250000 Penalty: 3118.194580
	Iteration 1F: 3 clusters Score -1763290 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1763633.625000 Penalty: 3118.194580
	Iteration 2F: 3 clusters Score -1763634 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1763969.375000 Penalty: 3118.194580
	Iteration 3F: 3 clusters Score -1763969 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1764340.125000 Penalty: 3118.194580
	Iteration 4F: 3 clusters Score -1764340 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1764785.500000 Penalty: 3118.194580
	Iteration 5F: 3 clusters Score -1764786 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1765364.875000 Penalty: 3118.194580
	Iteration 6F: 3 clusters Score -1765365 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1766144.750000 Penalty: 3118.194580
	Iteration 7F: 3 clusters Score -1766145 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1766958.000000 Penalty: 3118.194580
	Iteration 8F: 3 clusters Score -1766958 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1767591.125000 Penalty: 3118.194580
	Iteration 9F: 3 clusters Score -1767591 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1768041.250000 Penalty: 3118.194580
	Iteration 10Q: 3 clusters Score -1768041 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1768288.750000 Penalty: 3118.194580
	Iteration 11Q: 3 clusters Score -1768289 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1768413.875000 Penalty: 3118.194580
	Iteration 12Q: 3 clusters Score -1768414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1768477.875000 Penalty: 3118.194580
	Iteration 13Q: 3 clusters Score -1768478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1768517.500000 Penalty: 3118.194580
	Iteration 14Q: 3 clusters Score -1768518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1768547.125000 Penalty: 3118.194580
	Iteration 15Q: 3 clusters Score -1768547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1768570.750000 Penalty: 3118.194580
	Iteration 16Q: 3 clusters Score -1768571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1768586.625000 Penalty: 3118.194580
	Iteration 17Q: 3 clusters Score -1768587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1768590.375000 Penalty: 3118.194580
	Iteration 18Q: 3 clusters Score -1768590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1768596.125000 Penalty: 3118.194580
	Iteration 19Q: 3 clusters Score -1768596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1768597.625000 Penalty: 3118.194580
	Iteration 20F: 3 clusters Score -1768598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -255532.453125 Penalty: 1246.065186
	Iteration 0F: 2 clusters Score -255532.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -253367.750000 Penalty: 2492.130371
	Iteration 0F: 3 clusters Score -253367.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -253827.843750 Penalty: 2492.130371
	Iteration 1F: 3 clusters Score -253827.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -253919.109375 Penalty: 2492.130371
	Iteration 2F: 3 clusters Score -253919.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -253968.328125 Penalty: 2492.130371
	Iteration 3Q: 3 clusters Score -253968.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -253998.296875 Penalty: 2492.130371
	Iteration 4Q: 3 clusters Score -253998.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -254016.921875 Penalty: 2492.130371
	Iteration 5Q: 3 clusters Score -254016.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -254041.375000 Penalty: 2492.130371
	Iteration 6Q: 3 clusters Score -254041.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -254056.531250 Penalty: 2492.130371
	Iteration 7Q: 3 clusters Score -254056.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -254066.234375 Penalty: 2492.130371
	Iteration 8Q: 3 clusters Score -254066.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -254076.671875 Penalty: 2492.130371
	Iteration 9Q: 3 clusters Score -254076.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -254092.375000 Penalty: 2492.130371
	Iteration 10Q: 3 clusters Score -254092.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -254103.421875 Penalty: 2492.130371
	Iteration 11Q: 3 clusters Score -254103.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -254111.062500 Penalty: 2492.130371
	Iteration 12Q: 3 clusters Score -254111.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -254118.640625 Penalty: 2492.130371
	Iteration 13Q: 3 clusters Score -254118.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -254123.656250 Penalty: 2492.130371
	Iteration 14Q: 3 clusters Score -254123.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -254126.203125 Penalty: 2492.130371
	Iteration 15Q: 3 clusters Score -254126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -254130.609375 Penalty: 2492.130371
	Iteration 16Q: 3 clusters Score -254130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -254133.375000 Penalty: 2492.130371
	Iteration 17Q: 3 clusters Score -254133.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -254136.343750 Penalty: 2492.130371
	Iteration 18Q: 3 clusters Score -254136.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -254139.796875 Penalty: 2492.130371
	Iteration 19Q: 3 clusters Score -254139.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -254142.562500 Penalty: 2492.130371
	Iteration 20F: 3 clusters Score -254142.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -254144.390625 Penalty: 2492.130371
	Iteration 21Q: 3 clusters Score -254144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -254146.609375 Penalty: 2492.130371
	Iteration 22Q: 3 clusters Score -254146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -254148.437500 Penalty: 2492.130371
	Iteration 23Q: 3 clusters Score -254148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -254149.312500 Penalty: 2492.130371
	Iteration 24Q: 3 clusters Score -254149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -254149.703125 Penalty: 2492.130371
	Iteration 25Q: 3 clusters Score -254149.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -254150.046875 Penalty: 2492.130371
	Iteration 26Q: 3 clusters Score -254150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -254150.765625 Penalty: 2492.130371
	Iteration 27Q: 3 clusters Score -254150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -254150.468750 Penalty: 2492.130371
	Iteration 28Q: 3 clusters Score -254150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -254150.468750 Penalty: 2492.130371
	Iteration 29F: 3 clusters Score -254150.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -466099.718750 Penalty: 1338.289062
	Iteration 0F: 2 clusters Score -466099.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -462871.406250 Penalty: 2676.578125
	Iteration 0F: 3 clusters Score -462871.4 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -463652.312500 Penalty: 2676.578125
	Iteration 1F: 3 clusters Score -463652.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -463815.906250 Penalty: 2676.578125
	Iteration 2F: 3 clusters Score -463815.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -463922.125000 Penalty: 2676.578125
	Iteration 3Q: 3 clusters Score -463922.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -464015.281250 Penalty: 2676.578125
	Iteration 4Q: 3 clusters Score -464015.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -464105.750000 Penalty: 2676.578125
	Iteration 5Q: 3 clusters Score -464105.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -464203.656250 Penalty: 2676.578125
	Iteration 6Q: 3 clusters Score -464203.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -464292.406250 Penalty: 2676.578125
	Iteration 7Q: 3 clusters Score -464292.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -464377.718750 Penalty: 2676.578125
	Iteration 8Q: 3 clusters Score -464377.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -464448.562500 Penalty: 2676.578125
	Iteration 9Q: 3 clusters Score -464448.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -464503.843750 Penalty: 2676.578125
	Iteration 10Q: 3 clusters Score -464503.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -464543.156250 Penalty: 2676.578125
	Iteration 11Q: 3 clusters Score -464543.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -464574.531250 Penalty: 2676.578125
	Iteration 12Q: 3 clusters Score -464574.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -464609.031250 Penalty: 2676.578125
	Iteration 13Q: 3 clusters Score -464609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -464641.781250 Penalty: 2676.578125
	Iteration 14Q: 3 clusters Score -464641.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -464679.500000 Penalty: 2676.578125
	Iteration 15Q: 3 clusters Score -464679.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -464710.093750 Penalty: 2676.578125
	Iteration 16Q: 3 clusters Score -464710.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -464738.125000 Penalty: 2676.578125
	Iteration 17Q: 3 clusters Score -464738.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -464766.375000 Penalty: 2676.578125
	Iteration 18Q: 3 clusters Score -464766.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -464787.312500 Penalty: 2676.578125
	Iteration 19Q: 3 clusters Score -464787.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -464808.937500 Penalty: 2676.578125
	Iteration 20F: 3 clusters Score -464808.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -464830.593750 Penalty: 2676.578125
	Iteration 21Q: 3 clusters Score -464830.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -464851.125000 Penalty: 2676.578125
	Iteration 22Q: 3 clusters Score -464851.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -464867.343750 Penalty: 2676.578125
	Iteration 23Q: 3 clusters Score -464867.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -464883.406250 Penalty: 2676.578125
	Iteration 24Q: 3 clusters Score -464883.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -464895.875000 Penalty: 2676.578125
	Iteration 25Q: 3 clusters Score -464895.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -464910.468750 Penalty: 2676.578125
	Iteration 26Q: 3 clusters Score -464910.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -464921.812500 Penalty: 2676.578125
	Iteration 27Q: 3 clusters Score -464921.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -464934.312500 Penalty: 2676.578125
	Iteration 28Q: 3 clusters Score -464934.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -464947.125000 Penalty: 2676.578125
	Iteration 29Q: 3 clusters Score -464947.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -464955.781250 Penalty: 2676.578125
	Iteration 30Q: 3 clusters Score -464955.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -464959.937500 Penalty: 2676.578125
	Iteration 31Q: 3 clusters Score -464959.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -464968.937500 Penalty: 2676.578125
	Iteration 32Q: 3 clusters Score -464968.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -464973.156250 Penalty: 2676.578125
	Iteration 33Q: 3 clusters Score -464973.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -464974.375000 Penalty: 2676.578125
	Iteration 34Q: 3 clusters Score -464974.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -464974.687500 Penalty: 2676.578125
	Iteration 35Q: 3 clusters Score -464974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -464975.531250 Penalty: 2676.578125
	Iteration 36Q: 3 clusters Score -464975.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -464977.718750 Penalty: 2676.578125
	Iteration 37Q: 3 clusters Score -464977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -464979.218750 Penalty: 2676.578125
	Iteration 38Q: 3 clusters Score -464979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -464979.812500 Penalty: 2676.578125
	Iteration 39Q: 3 clusters Score -464979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -464981.812500 Penalty: 2676.578125
	Iteration 40F: 3 clusters Score -464981.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -464982.937500 Penalty: 2676.578125
	Iteration 41Q: 3 clusters Score -464982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -464983.593750 Penalty: 2676.578125
	Iteration 42Q: 3 clusters Score -464983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -464983.812500 Penalty: 2676.578125
	Iteration 43Q: 3 clusters Score -464983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -464983.812500 Penalty: 2676.578125
	Iteration 44F: 3 clusters Score -464983.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -18534.492188 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -18534.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17970.705078 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -17970.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -18171.089844 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -18171.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -18258.626953 Penalty: 1726.791992
	Iteration 2Q: 3 clusters Score -18258.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -18289.812500 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -18289.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -18322.923828 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -18322.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -18340.564453 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -18340.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -18346.033203 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -18346.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -18352.820312 Penalty: 1726.791992
	Iteration 7Q: 3 clusters Score -18352.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -18367.341797 Penalty: 1726.791992
	Iteration 8Q: 3 clusters Score -18367.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -18367.341797 Penalty: 1726.791992
	Iteration 9F: 3 clusters Score -18367.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Entering Unmasked Estep 
Score: -4827237.500000 Penalty: 1713.831665
	Iteration 0F: 2 clusters Score -4827238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4801683.500000 Penalty: 3427.663330
	Iteration 0F: 3 clusters Score -4801684 nChanged 17761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -4811549.500000 Penalty: 3427.663330
	Iteration 1F: 3 clusters Score -4811550 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -4811999.500000 Penalty: 3427.663330
	Iteration 2Q: 3 clusters Score -4812000 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -4812608.000000 Penalty: 3427.663330
	Iteration 3Q: 3 clusters Score -4812608 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -4813498.000000 Penalty: 3427.663330
	Iteration 4Q: 3 clusters Score -4813498 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -4814878.000000 Penalty: 3427.663330
	Iteration 5F: 3 clusters Score -4814878 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -4817122.500000 Penalty: 3427.663330
	Iteration 6F: 3 clusters Score -4817122 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -4819947.000000 Penalty: 3427.663330
	Iteration 7F: 3 clusters Score -4819947 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -4822663.000000 Penalty: 3427.663330
	Iteration 8F: 3 clusters Score -4822663 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -4824356.000000 Penalty: 3427.663330
	Iteration 9Q: 3 clusters Score -4824356 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -4825157.000000 Penalty: 3427.663330
	Iteration 10Q: 3 clusters Score -4825157 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4825481.500000 Penalty: 3427.663330
	Iteration 11Q: 3 clusters Score -4825482 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -4825592.000000 Penalty: 3427.663330
	Iteration 12Q: 3 clusters Score -4825592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -4825636.000000 Penalty: 3427.663330
	Iteration 13Q: 3 clusters Score -4825636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4825664.500000 Penalty: 3427.663330
	Iteration 14Q: 3 clusters Score -4825664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -4825682.500000 Penalty: 3427.663330
	Iteration 15Q: 3 clusters Score -4825682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -4825692.000000 Penalty: 3427.663330
	Iteration 16Q: 3 clusters Score -4825692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4825706.000000 Penalty: 3427.663330
	Iteration 17Q: 3 clusters Score -4825706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4825715.500000 Penalty: 3427.663330
	Iteration 18Q: 3 clusters Score -4825716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -4825724.500000 Penalty: 3427.663330
	Iteration 19Q: 3 clusters Score -4825724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -4825725.500000 Penalty: 3427.663330
	Iteration 20F: 3 clusters Score -4825726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -4825737.000000 Penalty: 3427.663330
	Iteration 21Q: 3 clusters Score -4825737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -4825747.000000 Penalty: 3427.663330
	Iteration 22Q: 3 clusters Score -4825747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -4825746.500000 Penalty: 3427.663330
	Iteration 23Q: 3 clusters Score -4825746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -4825748.000000 Penalty: 3427.663330
	Iteration 24Q: 3 clusters Score -4825748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -4825750.000000 Penalty: 3427.663330
	Iteration 25Q: 3 clusters Score -4825750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -4825750.000000 Penalty: 3427.663330
	Iteration 26F: 3 clusters Score -4825750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -221462.125000 Penalty: 1217.754517
	Iteration 0F: 2 clusters Score -221462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -219474.015625 Penalty: 2435.509033
	Iteration 0F: 3 clusters Score -219474 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -219899.453125 Penalty: 2435.509033
	Iteration 1F: 3 clusters Score -219899.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -219987.453125 Penalty: 2435.509033
	Iteration 2F: 3 clusters Score -219987.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -220041.859375 Penalty: 2435.509033
	Iteration 3Q: 3 clusters Score -220041.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -220079.843750 Penalty: 2435.509033
	Iteration 4Q: 3 clusters Score -220079.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -220099.328125 Penalty: 2435.509033
	Iteration 5Q: 3 clusters Score -220099.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -220114.906250 Penalty: 2435.509033
	Iteration 6Q: 3 clusters Score -220114.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -220127.578125 Penalty: 2435.509033
	Iteration 7Q: 3 clusters Score -220127.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -220137.500000 Penalty: 2435.509033
	Iteration 8Q: 3 clusters Score -220137.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -220153.937500 Penalty: 2435.509033
	Iteration 9Q: 3 clusters Score -220153.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -220166.156250 Penalty: 2435.509033
	Iteration 10Q: 3 clusters Score -220166.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -220172.437500 Penalty: 2435.509033
	Iteration 11Q: 3 clusters Score -220172.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -220177.703125 Penalty: 2435.509033
	Iteration 12Q: 3 clusters Score -220177.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -220183.031250 Penalty: 2435.509033
	Iteration 13Q: 3 clusters Score -220183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -220186.906250 Penalty: 2435.509033
	Iteration 14Q: 3 clusters Score -220186.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -220190.375000 Penalty: 2435.509033
	Iteration 15Q: 3 clusters Score -220190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -220192.156250 Penalty: 2435.509033
	Iteration 16Q: 3 clusters Score -220192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -220194.343750 Penalty: 2435.509033
	Iteration 17Q: 3 clusters Score -220194.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -220195.812500 Penalty: 2435.509033
	Iteration 18Q: 3 clusters Score -220195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -220199.031250 Penalty: 2435.509033
	Iteration 19Q: 3 clusters Score -220199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -220202.453125 Penalty: 2435.509033
	Iteration 20F: 3 clusters Score -220202.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -220205.218750 Penalty: 2435.509033
	Iteration 21Q: 3 clusters Score -220205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -220208.921875 Penalty: 2435.509033
	Iteration 22Q: 3 clusters Score -220208.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -220220.609375 Penalty: 2435.509033
	Iteration 23Q: 3 clusters Score -220220.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -220246.125000 Penalty: 2435.509033
	Iteration 24Q: 3 clusters Score -220246.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -220268.703125 Penalty: 2435.509033
	Iteration 25Q: 3 clusters Score -220268.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -220293.171875 Penalty: 2435.509033
	Iteration 26Q: 3 clusters Score -220293.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -220327.812500 Penalty: 2435.509033
	Iteration 27Q: 3 clusters Score -220327.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -220362.578125 Penalty: 2435.509033
	Iteration 28Q: 3 clusters Score -220362.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -220386.125000 Penalty: 2435.509033
	Iteration 29Q: 3 clusters Score -220386.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -220416.906250 Penalty: 2435.509033
	Iteration 30Q: 3 clusters Score -220416.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -220445.062500 Penalty: 2435.509033
	Iteration 31Q: 3 clusters Score -220445.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -220467.906250 Penalty: 2435.509033
	Iteration 32Q: 3 clusters Score -220467.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -220487.906250 Penalty: 2435.509033
	Iteration 33Q: 3 clusters Score -220487.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -220511.515625 Penalty: 2435.509033
	Iteration 34Q: 3 clusters Score -220511.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -220525.140625 Penalty: 2435.509033
	Iteration 35Q: 3 clusters Score -220525.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -220534.468750 Penalty: 2435.509033
	Iteration 36Q: 3 clusters Score -220534.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -220544.937500 Penalty: 2435.509033
	Iteration 37Q: 3 clusters Score -220544.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -220552.875000 Penalty: 2435.509033
	Iteration 38Q: 3 clusters Score -220552.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -220567.312500 Penalty: 2435.509033
	Iteration 39Q: 3 clusters Score -220567.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -220581.890625 Penalty: 2435.509033
	Iteration 40F: 3 clusters Score -220581.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -220589.859375 Penalty: 2435.509033
	Iteration 41Q: 3 clusters Score -220589.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -220595.062500 Penalty: 2435.509033
	Iteration 42Q: 3 clusters Score -220595.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -220606.062500 Penalty: 2435.509033
	Iteration 43Q: 3 clusters Score -220606.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -220614.890625 Penalty: 2435.509033
	Iteration 44Q: 3 clusters Score -220614.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -220626.640625 Penalty: 2435.509033
	Iteration 45Q: 3 clusters Score -220626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -220635.593750 Penalty: 2435.509033
	Iteration 46Q: 3 clusters Score -220635.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -220648.000000 Penalty: 2435.509033
	Iteration 47Q: 3 clusters Score -220648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -220658.968750 Penalty: 2435.509033
	Iteration 48Q: 3 clusters Score -220659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -220663.828125 Penalty: 2435.509033
	Iteration 49Q: 3 clusters Score -220663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -220666.359375 Penalty: 2435.509033
	Iteration 50Q: 3 clusters Score -220666.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -220669.250000 Penalty: 2435.509033
	Iteration 51Q: 3 clusters Score -220669.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -220671.250000 Penalty: 2435.509033
	Iteration 52Q: 3 clusters Score -220671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -220673.343750 Penalty: 2435.509033
	Iteration 53Q: 3 clusters Score -220673.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -220673.343750 Penalty: 2435.509033
	Iteration 54F: 3 clusters Score -220673.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84417 members 
Mstep: Class 4 contains 19164 members 
Mstep: Class 5 contains 1817 members 
Mstep: Class 6 contains 6307 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 60499 members 
Mstep: Class 11 contains 59847 members 
Mstep: Class 12 contains 63032 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 60289 members 
Mstep: Class 15 contains 3594 members 
Mstep: Class 16 contains 5293 members 
Mstep: Class 17 contains 10637 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17326 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2139 members 
Mstep: Class 22 contains 3773 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38050 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648796.000000 Penalty: 53427.796875
Iteration 199Q: 26 clusters Score -6.26488e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84463 members 
Mstep: Class 4 contains 19155 members 
Mstep: Class 5 contains 1816 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 60564 members 
Mstep: Class 11 contains 59888 members 
Mstep: Class 12 contains 63002 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 14 contains 60140 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 10637 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17332 members 
Mstep: Class 20 contains 14682 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 3771 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38057 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648768.000000 Penalty: 53427.796875
Iteration 200F: 26 clusters Score -6.264877e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84499 members 
Mstep: Class 4 contains 19151 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 6310 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 60623 members 
Mstep: Class 11 contains 59957 members 
Mstep: Class 12 contains 62986 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 59972 members 
Mstep: Class 15 contains 3603 members 
Mstep: Class 16 contains 5324 members 
Mstep: Class 17 contains 10634 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17336 members 
Mstep: Class 20 contains 14682 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 3768 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38063 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648748.000000 Penalty: 53427.796875
Iteration 201Q: 26 clusters Score -6.264875e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84520 members 
Mstep: Class 4 contains 19144 members 
Mstep: Class 5 contains 1820 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 60692 members 
Mstep: Class 11 contains 60022 members 
Mstep: Class 12 contains 62962 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 14 contains 59822 members 
Mstep: Class 15 contains 3604 members 
Mstep: Class 16 contains 5334 members 
Mstep: Class 17 contains 10637 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 3765 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38069 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648696.000000 Penalty: 53427.796875
Iteration 202Q: 26 clusters Score -6.26487e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84535 members 
Mstep: Class 4 contains 19144 members 
Mstep: Class 5 contains 1820 members 
Mstep: Class 6 contains 6308 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 60751 members 
Mstep: Class 11 contains 60099 members 
Mstep: Class 12 contains 62937 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 14 contains 59678 members 
Mstep: Class 15 contains 3604 members 
Mstep: Class 16 contains 5343 members 
Mstep: Class 17 contains 10639 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 3764 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38073 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648728.000000 Penalty: 53427.796875
Iteration 203Q: 26 clusters Score -6.264873e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84547 members 
Mstep: Class 4 contains 19148 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 60800 members 
Mstep: Class 11 contains 60178 members 
Mstep: Class 12 contains 62919 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 59549 members 
Mstep: Class 15 contains 3603 members 
Mstep: Class 16 contains 5352 members 
Mstep: Class 17 contains 10636 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17356 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 3758 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38072 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648768.000000 Penalty: 53427.796875
Iteration 204Q: 26 clusters Score -6.264877e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84547 members 
Mstep: Class 4 contains 19144 members 
Mstep: Class 5 contains 1818 members 
Mstep: Class 6 contains 6305 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 60855 members 
Mstep: Class 11 contains 60254 members 
Mstep: Class 12 contains 62904 members 
Mstep: Class 13 contains 2176 members 
Mstep: Class 14 contains 59414 members 
Mstep: Class 15 contains 3604 members 
Mstep: Class 16 contains 5365 members 
Mstep: Class 17 contains 10637 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17364 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3757 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648788.000000 Penalty: 53427.796875
Iteration 205Q: 26 clusters Score -6.264879e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84553 members 
Mstep: Class 4 contains 19137 members 
Mstep: Class 5 contains 1816 members 
Mstep: Class 6 contains 6301 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 60895 members 
Mstep: Class 11 contains 60320 members 
Mstep: Class 12 contains 62909 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 59283 members 
Mstep: Class 15 contains 3605 members 
Mstep: Class 16 contains 5379 members 
Mstep: Class 17 contains 10636 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17373 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 3756 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38075 members 
Mstep: Class 25 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648744.000000 Penalty: 53427.796875
Iteration 206Q: 26 clusters Score -6.264874e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84565 members 
Mstep: Class 4 contains 19129 members 
Mstep: Class 5 contains 1815 members 
Mstep: Class 6 contains 6301 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 60927 members 
Mstep: Class 11 contains 60374 members 
Mstep: Class 12 contains 62906 members 
Mstep: Class 13 contains 2180 members 
Mstep: Class 14 contains 59167 members 
Mstep: Class 15 contains 3611 members 
Mstep: Class 16 contains 5393 members 
Mstep: Class 17 contains 10636 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17377 members 
Mstep: Class 20 contains 14684 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 3756 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38078 members 
Mstep: Class 25 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648684.000000 Penalty: 53427.796875
Iteration 207Q: 26 clusters Score -6.264868e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84576 members 
Mstep: Class 4 contains 19124 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 6296 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 60974 members 
Mstep: Class 11 contains 60454 members 
Mstep: Class 12 contains 62890 members 
Mstep: Class 13 contains 2182 members 
Mstep: Class 14 contains 59036 members 
Mstep: Class 15 contains 3611 members 
Mstep: Class 16 contains 5408 members 
Mstep: Class 17 contains 10635 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17381 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 3753 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38079 members 
Mstep: Class 25 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648776.000000 Penalty: 53427.796875
Iteration 208Q: 26 clusters Score -6.264878e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84589 members 
Mstep: Class 4 contains 19118 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 6298 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 61013 members 
Mstep: Class 11 contains 60553 members 
Mstep: Class 12 contains 62861 members 
Mstep: Class 13 contains 2184 members 
Mstep: Class 14 contains 58894 members 
Mstep: Class 15 contains 3616 members 
Mstep: Class 16 contains 5421 members 
Mstep: Class 17 contains 10641 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17382 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 3751 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38078 members 
Mstep: Class 25 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648776.000000 Penalty: 53427.796875
Iteration 209Q: 26 clusters Score -6.264878e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84600 members 
Mstep: Class 4 contains 19117 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 6295 members 
Mstep: Class 7 contains 44839 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 61051 members 
Mstep: Class 11 contains 60641 members 
Mstep: Class 12 contains 62839 members 
Mstep: Class 13 contains 2184 members 
Mstep: Class 14 contains 58770 members 
Mstep: Class 15 contains 3616 members 
Mstep: Class 16 contains 5428 members 
Mstep: Class 17 contains 10642 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17385 members 
Mstep: Class 20 contains 14685 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3749 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38081 members 
Mstep: Class 25 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648772.000000 Penalty: 53427.796875
Iteration 210Q: 26 clusters Score -6.264877e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84608 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 6294 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 61100 members 
Mstep: Class 11 contains 60722 members 
Mstep: Class 12 contains 62797 members 
Mstep: Class 13 contains 2184 members 
Mstep: Class 14 contains 58661 members 
Mstep: Class 15 contains 3615 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 10644 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17390 members 
Mstep: Class 20 contains 14685 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 3749 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38085 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648828.000000 Penalty: 53427.796875
Iteration 211Q: 26 clusters Score -6.264883e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84614 members 
Mstep: Class 4 contains 19117 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 6295 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 61153 members 
Mstep: Class 11 contains 60818 members 
Mstep: Class 12 contains 62756 members 
Mstep: Class 13 contains 2184 members 
Mstep: Class 14 contains 58542 members 
Mstep: Class 15 contains 3613 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 10642 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17392 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38084 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648892.000000 Penalty: 53427.796875
Iteration 212Q: 26 clusters Score -6.264889e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84620 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 6290 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61194 members 
Mstep: Class 11 contains 60935 members 
Mstep: Class 12 contains 62728 members 
Mstep: Class 13 contains 2183 members 
Mstep: Class 14 contains 58405 members 
Mstep: Class 15 contains 3614 members 
Mstep: Class 16 contains 5459 members 
Mstep: Class 17 contains 10641 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17393 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38083 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649016.000000 Penalty: 53427.796875
Iteration 213Q: 26 clusters Score -6.264902e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84622 members 
Mstep: Class 4 contains 19110 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 6290 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61239 members 
Mstep: Class 11 contains 61064 members 
Mstep: Class 12 contains 62702 members 
Mstep: Class 13 contains 2184 members 
Mstep: Class 14 contains 58250 members 
Mstep: Class 15 contains 3614 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 10645 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17395 members 
Mstep: Class 20 contains 14687 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38082 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648940.000000 Penalty: 53427.796875
Iteration 214Q: 26 clusters Score -6.264894e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84627 members 
Mstep: Class 4 contains 19106 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 6288 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61281 members 
Mstep: Class 11 contains 61221 members 
Mstep: Class 12 contains 62673 members 
Mstep: Class 13 contains 2186 members 
Mstep: Class 14 contains 58068 members 
Mstep: Class 15 contains 3612 members 
Mstep: Class 16 contains 5482 members 
Mstep: Class 17 contains 10645 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17396 members 
Mstep: Class 20 contains 14689 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38080 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649060.000000 Penalty: 53427.796875
Iteration 215Q: 26 clusters Score -6.264906e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84631 members 
Mstep: Class 4 contains 19106 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 6285 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61310 members 
Mstep: Class 11 contains 61407 members 
Mstep: Class 12 contains 62656 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 14 contains 57859 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 16 contains 5493 members 
Mstep: Class 17 contains 10642 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17398 members 
Mstep: Class 20 contains 14689 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38078 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649060.000000 Penalty: 53427.796875
Iteration 216Q: 26 clusters Score -6.264906e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84636 members 
Mstep: Class 4 contains 19107 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 6281 members 
Mstep: Class 7 contains 44835 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61341 members 
Mstep: Class 11 contains 61623 members 
Mstep: Class 12 contains 62641 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 14 contains 57621 members 
Mstep: Class 15 contains 3606 members 
Mstep: Class 16 contains 5497 members 
Mstep: Class 17 contains 10642 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17401 members 
Mstep: Class 20 contains 14691 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38080 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649112.000000 Penalty: 53427.796875
Iteration 217Q: 26 clusters Score -6.264911e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84637 members 
Mstep: Class 4 contains 19107 members 
Mstep: Class 5 contains 1814 members 
Mstep: Class 6 contains 6278 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61388 members 
Mstep: Class 11 contains 61824 members 
Mstep: Class 12 contains 62612 members 
Mstep: Class 13 contains 2188 members 
Mstep: Class 14 contains 57402 members 
Mstep: Class 15 contains 3602 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 10635 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17403 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38084 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649056.000000 Penalty: 53427.796875
Iteration 218Q: 26 clusters Score -6.264906e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84646 members 
Mstep: Class 4 contains 19104 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 6279 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61428 members 
Mstep: Class 11 contains 62027 members 
Mstep: Class 12 contains 62589 members 
Mstep: Class 13 contains 2190 members 
Mstep: Class 14 contains 57164 members 
Mstep: Class 15 contains 3598 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 10636 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17406 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38082 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649140.000000 Penalty: 53427.796875
Iteration 219Q: 26 clusters Score -6.264914e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84660 members 
Mstep: Class 4 contains 19106 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 6280 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61453 members 
Mstep: Class 11 contains 62245 members 
Mstep: Class 12 contains 62573 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 56911 members 
Mstep: Class 15 contains 3599 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 10635 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38083 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649032.000000 Penalty: 53427.796875
Iteration 220F: 26 clusters Score -6.264903e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84665 members 
Mstep: Class 4 contains 19106 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 6280 members 
Mstep: Class 7 contains 44835 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61481 members 
Mstep: Class 11 contains 62488 members 
Mstep: Class 12 contains 62559 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 56648 members 
Mstep: Class 15 contains 3599 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 10637 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38082 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62648984.000000 Penalty: 53427.796875
Iteration 221Q: 26 clusters Score -6.264898e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84674 members 
Mstep: Class 4 contains 19108 members 
Mstep: Class 5 contains 1806 members 
Mstep: Class 6 contains 6281 members 
Mstep: Class 7 contains 44835 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61501 members 
Mstep: Class 11 contains 62757 members 
Mstep: Class 12 contains 62561 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 56347 members 
Mstep: Class 15 contains 3599 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 10638 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38078 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649072.000000 Penalty: 53427.796875
Iteration 222Q: 26 clusters Score -6.264907e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84688 members 
Mstep: Class 4 contains 19108 members 
Mstep: Class 5 contains 1806 members 
Mstep: Class 6 contains 6281 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 3950 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61518 members 
Mstep: Class 11 contains 63057 members 
Mstep: Class 12 contains 62550 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 56023 members 
Mstep: Class 15 contains 3599 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 10638 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17408 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38076 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649144.000000 Penalty: 53427.796875
Iteration 223Q: 26 clusters Score -6.264914e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84700 members 
Mstep: Class 4 contains 19109 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 6280 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61540 members 
Mstep: Class 11 contains 63415 members 
Mstep: Class 12 contains 62551 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 55626 members 
Mstep: Class 15 contains 3599 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 10644 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17411 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38075 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649308.000000 Penalty: 53427.796875
Iteration 224Q: 26 clusters Score -6.264931e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 84711 members 
Mstep: Class 4 contains 19108 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 6282 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61567 members 
Mstep: Class 11 contains 63845 members 
Mstep: Class 12 contains 62531 members 
Mstep: Class 13 contains 2191 members 
Mstep: Class 14 contains 55158 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 10653 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17414 members 
Mstep: Class 20 contains 14698 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649476.000000 Penalty: 53427.796875
Iteration 225Q: 26 clusters Score -6.264948e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84722 members 
Mstep: Class 4 contains 19109 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 6284 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61597 members 
Mstep: Class 11 contains 64400 members 
Mstep: Class 12 contains 62521 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 54571 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 10663 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17413 members 
Mstep: Class 20 contains 14699 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649556.000000 Penalty: 53427.796875
Iteration 226Q: 26 clusters Score -6.264956e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84733 members 
Mstep: Class 4 contains 19113 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 6283 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61618 members 
Mstep: Class 11 contains 65055 members 
Mstep: Class 12 contains 62517 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 53882 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 10671 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17412 members 
Mstep: Class 20 contains 14700 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38072 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649832.000000 Penalty: 53427.796875
Iteration 227Q: 26 clusters Score -6.264983e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84743 members 
Mstep: Class 4 contains 19113 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 6284 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2502 members 
Mstep: Class 10 contains 61649 members 
Mstep: Class 11 contains 65809 members 
Mstep: Class 12 contains 62514 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 53099 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 10670 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17413 members 
Mstep: Class 20 contains 14699 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38072 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62649964.000000 Penalty: 53427.796875
Iteration 228Q: 26 clusters Score -6.264996e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84751 members 
Mstep: Class 4 contains 19114 members 
Mstep: Class 5 contains 1791 members 
Mstep: Class 6 contains 6283 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2502 members 
Mstep: Class 10 contains 61671 members 
Mstep: Class 11 contains 66690 members 
Mstep: Class 12 contains 62548 members 
Mstep: Class 13 contains 2193 members 
Mstep: Class 14 contains 52157 members 
Mstep: Class 15 contains 3565 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 10671 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17414 members 
Mstep: Class 20 contains 14700 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38073 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650096.000000 Penalty: 53427.796875
Iteration 229Q: 26 clusters Score -6.26501e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84760 members 
Mstep: Class 4 contains 19113 members 
Mstep: Class 5 contains 1783 members 
Mstep: Class 6 contains 6284 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2502 members 
Mstep: Class 10 contains 61703 members 
Mstep: Class 11 contains 67682 members 
Mstep: Class 12 contains 62595 members 
Mstep: Class 13 contains 2195 members 
Mstep: Class 14 contains 51084 members 
Mstep: Class 15 contains 3556 members 
Mstep: Class 16 contains 5565 members 
Mstep: Class 17 contains 10671 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17415 members 
Mstep: Class 20 contains 14700 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38072 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650528.000000 Penalty: 53427.796875
Iteration 230Q: 26 clusters Score -6.265053e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84773 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 1772 members 
Mstep: Class 6 contains 6286 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61722 members 
Mstep: Class 11 contains 68780 members 
Mstep: Class 12 contains 62664 members 
Mstep: Class 13 contains 2195 members 
Mstep: Class 14 contains 49886 members 
Mstep: Class 15 contains 3554 members 
Mstep: Class 16 contains 5567 members 
Mstep: Class 17 contains 10672 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17416 members 
Mstep: Class 20 contains 14700 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62650980.000000 Penalty: 53427.796875
Iteration 231Q: 26 clusters Score -6.265098e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84785 members 
Mstep: Class 4 contains 19116 members 
Mstep: Class 5 contains 1765 members 
Mstep: Class 6 contains 6286 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61749 members 
Mstep: Class 11 contains 69968 members 
Mstep: Class 12 contains 62740 members 
Mstep: Class 13 contains 2195 members 
Mstep: Class 14 contains 48578 members 
Mstep: Class 15 contains 3561 members 
Mstep: Class 16 contains 5573 members 
Mstep: Class 17 contains 10670 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17418 members 
Mstep: Class 20 contains 14699 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38075 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651416.000000 Penalty: 53427.796875
Iteration 232Q: 26 clusters Score -6.265142e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84793 members 
Mstep: Class 4 contains 19117 members 
Mstep: Class 5 contains 1750 members 
Mstep: Class 6 contains 6287 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61765 members 
Mstep: Class 11 contains 71103 members 
Mstep: Class 12 contains 62857 members 
Mstep: Class 13 contains 2195 members 
Mstep: Class 14 contains 47304 members 
Mstep: Class 15 contains 3562 members 
Mstep: Class 16 contains 5573 members 
Mstep: Class 17 contains 10677 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17420 members 
Mstep: Class 20 contains 14699 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38077 members 
Mstep: Class 25 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651668.000000 Penalty: 53427.796875
Iteration 233Q: 26 clusters Score -6.265167e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84807 members 
Mstep: Class 4 contains 19113 members 
Mstep: Class 5 contains 1737 members 
Mstep: Class 6 contains 6287 members 
Mstep: Class 7 contains 44835 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2502 members 
Mstep: Class 10 contains 61774 members 
Mstep: Class 11 contains 72238 members 
Mstep: Class 12 contains 62992 members 
Mstep: Class 13 contains 2194 members 
Mstep: Class 14 contains 46042 members 
Mstep: Class 15 contains 3559 members 
Mstep: Class 16 contains 5566 members 
Mstep: Class 17 contains 10679 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17419 members 
Mstep: Class 20 contains 14698 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38076 members 
Mstep: Class 25 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62651996.000000 Penalty: 53427.796875
Iteration 234Q: 26 clusters Score -6.2652e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84824 members 
Mstep: Class 4 contains 19111 members 
Mstep: Class 5 contains 1729 members 
Mstep: Class 6 contains 6289 members 
Mstep: Class 7 contains 44835 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2502 members 
Mstep: Class 10 contains 61791 members 
Mstep: Class 11 contains 73339 members 
Mstep: Class 12 contains 63089 members 
Mstep: Class 13 contains 2195 members 
Mstep: Class 14 contains 44823 members 
Mstep: Class 15 contains 3562 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 10699 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17416 members 
Mstep: Class 20 contains 14698 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38072 members 
Mstep: Class 25 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62652288.000000 Penalty: 53427.796875
Iteration 235Q: 26 clusters Score -6.265229e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84841 members 
Mstep: Class 4 contains 19109 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 6292 members 
Mstep: Class 7 contains 44835 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2502 members 
Mstep: Class 10 contains 61810 members 
Mstep: Class 11 contains 74489 members 
Mstep: Class 12 contains 63146 members 
Mstep: Class 13 contains 2197 members 
Mstep: Class 14 contains 43598 members 
Mstep: Class 15 contains 3557 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 10701 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17417 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38071 members 
Mstep: Class 25 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62652860.000000 Penalty: 53427.796875
Iteration 236Q: 26 clusters Score -6.265286e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84863 members 
Mstep: Class 4 contains 19110 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 6291 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2502 members 
Mstep: Class 10 contains 61816 members 
Mstep: Class 11 contains 75569 members 
Mstep: Class 12 contains 63185 members 
Mstep: Class 13 contains 2200 members 
Mstep: Class 14 contains 42454 members 
Mstep: Class 15 contains 3545 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 10719 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17415 members 
Mstep: Class 20 contains 14697 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653044.000000 Penalty: 53427.796875
Iteration 237Q: 26 clusters Score -6.265304e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19113 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 6292 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61813 members 
Mstep: Class 11 contains 76596 members 
Mstep: Class 12 contains 63199 members 
Mstep: Class 13 contains 2203 members 
Mstep: Class 14 contains 41368 members 
Mstep: Class 15 contains 3542 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 10740 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17416 members 
Mstep: Class 20 contains 14698 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38076 members 
Mstep: Class 25 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653184.000000 Penalty: 53427.796875
Iteration 238Q: 26 clusters Score -6.265318e+07 nChanged 1326
Entering ConstructFrom: 
Score: -62653184.000000 Penalty: 53427.796875
Entering ConstructFrom: 
Trying to split cluster 1 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -530943.250000 Penalty: 1357.902100
	Iteration 0F: 2 clusters Score -530943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -527376.375000 Penalty: 2715.804199
	Iteration 0F: 3 clusters Score -527376.4 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -528289.500000 Penalty: 2715.804199
	Iteration 1F: 3 clusters Score -528289.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -528459.437500 Penalty: 2715.804199
	Iteration 2F: 3 clusters Score -528459.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -528558.875000 Penalty: 2715.804199
	Iteration 3F: 3 clusters Score -528558.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -528628.187500 Penalty: 2715.804199
	Iteration 4Q: 3 clusters Score -528628.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -528683.250000 Penalty: 2715.804199
	Iteration 5Q: 3 clusters Score -528683.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -528722.812500 Penalty: 2715.804199
	Iteration 6Q: 3 clusters Score -528722.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -528750.812500 Penalty: 2715.804199
	Iteration 7Q: 3 clusters Score -528750.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -528774.937500 Penalty: 2715.804199
	Iteration 8Q: 3 clusters Score -528774.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -528800.000000 Penalty: 2715.804199
	Iteration 9Q: 3 clusters Score -528800 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -528827.375000 Penalty: 2715.804199
	Iteration 10Q: 3 clusters Score -528827.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -528861.312500 Penalty: 2715.804199
	Iteration 11Q: 3 clusters Score -528861.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -528897.500000 Penalty: 2715.804199
	Iteration 12Q: 3 clusters Score -528897.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -528928.375000 Penalty: 2715.804199
	Iteration 13Q: 3 clusters Score -528928.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -528962.937500 Penalty: 2715.804199
	Iteration 14Q: 3 clusters Score -528962.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -529006.000000 Penalty: 2715.804199
	Iteration 15Q: 3 clusters Score -529006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -529051.812500 Penalty: 2715.804199
	Iteration 16Q: 3 clusters Score -529051.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -529114.000000 Penalty: 2715.804199
	Iteration 17Q: 3 clusters Score -529114 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -529182.687500 Penalty: 2715.804199
	Iteration 18Q: 3 clusters Score -529182.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -529253.625000 Penalty: 2715.804199
	Iteration 19Q: 3 clusters Score -529253.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -529337.937500 Penalty: 2715.804199
	Iteration 20F: 3 clusters Score -529337.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -529417.937500 Penalty: 2715.804199
	Iteration 21Q: 3 clusters Score -529417.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -529478.250000 Penalty: 2715.804199
	Iteration 22Q: 3 clusters Score -529478.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -529533.937500 Penalty: 2715.804199
	Iteration 23Q: 3 clusters Score -529533.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -529589.187500 Penalty: 2715.804199
	Iteration 24Q: 3 clusters Score -529589.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -529632.312500 Penalty: 2715.804199
	Iteration 25Q: 3 clusters Score -529632.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -529654.562500 Penalty: 2715.804199
	Iteration 26Q: 3 clusters Score -529654.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -529670.687500 Penalty: 2715.804199
	Iteration 27Q: 3 clusters Score -529670.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -529687.687500 Penalty: 2715.804199
	Iteration 28Q: 3 clusters Score -529687.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -529706.312500 Penalty: 2715.804199
	Iteration 29Q: 3 clusters Score -529706.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -529716.000000 Penalty: 2715.804199
	Iteration 30Q: 3 clusters Score -529716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -529723.437500 Penalty: 2715.804199
	Iteration 31Q: 3 clusters Score -529723.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -529731.750000 Penalty: 2715.804199
	Iteration 32Q: 3 clusters Score -529731.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -529735.312500 Penalty: 2715.804199
	Iteration 33Q: 3 clusters Score -529735.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -529739.500000 Penalty: 2715.804199
	Iteration 34Q: 3 clusters Score -529739.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -529744.125000 Penalty: 2715.804199
	Iteration 35Q: 3 clusters Score -529744.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -529747.875000 Penalty: 2715.804199
	Iteration 36Q: 3 clusters Score -529747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -529750.562500 Penalty: 2715.804199
	Iteration 37Q: 3 clusters Score -529750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -529752.375000 Penalty: 2715.804199
	Iteration 38Q: 3 clusters Score -529752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -529754.000000 Penalty: 2715.804199
	Iteration 39Q: 3 clusters Score -529754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -529756.437500 Penalty: 2715.804199
	Iteration 40F: 3 clusters Score -529756.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -529758.625000 Penalty: 2715.804199
	Iteration 41Q: 3 clusters Score -529758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -529761.187500 Penalty: 2715.804199
	Iteration 42Q: 3 clusters Score -529761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -529763.750000 Penalty: 2715.804199
	Iteration 43Q: 3 clusters Score -529763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -529767.562500 Penalty: 2715.804199
	Iteration 44Q: 3 clusters Score -529767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -529770.062500 Penalty: 2715.804199
	Iteration 45Q: 3 clusters Score -529770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -529771.312500 Penalty: 2715.804199
	Iteration 46Q: 3 clusters Score -529771.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -529772.812500 Penalty: 2715.804199
	Iteration 47Q: 3 clusters Score -529772.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -529773.062500 Penalty: 2715.804199
	Iteration 48Q: 3 clusters Score -529773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -529774.187500 Penalty: 2715.804199
	Iteration 49Q: 3 clusters Score -529774.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -529774.187500 Penalty: 2715.804199
	Iteration 50F: 3 clusters Score -529774.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -449750.531250 Penalty: 1336.164917
	Iteration 0F: 2 clusters Score -449750.5 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 1822 members 
Entering Unmasked Estep 
Score: -446546.781250 Penalty: 2672.329834
	Iteration 0F: 3 clusters Score -446546.8 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -447356.031250 Penalty: 2672.329834
	Iteration 1F: 3 clusters Score -447356 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -447500.125000 Penalty: 2672.329834
	Iteration 2F: 3 clusters Score -447500.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -447592.937500 Penalty: 2672.329834
	Iteration 3Q: 3 clusters Score -447592.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -447660.500000 Penalty: 2672.329834
	Iteration 4Q: 3 clusters Score -447660.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -447715.062500 Penalty: 2672.329834
	Iteration 5Q: 3 clusters Score -447715.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -447756.218750 Penalty: 2672.329834
	Iteration 6Q: 3 clusters Score -447756.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -447787.468750 Penalty: 2672.329834
	Iteration 7Q: 3 clusters Score -447787.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -447817.562500 Penalty: 2672.329834
	Iteration 8Q: 3 clusters Score -447817.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -447851.625000 Penalty: 2672.329834
	Iteration 9Q: 3 clusters Score -447851.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -447886.031250 Penalty: 2672.329834
	Iteration 10Q: 3 clusters Score -447886 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -447926.687500 Penalty: 2672.329834
	Iteration 11Q: 3 clusters Score -447926.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -447970.125000 Penalty: 2672.329834
	Iteration 12Q: 3 clusters Score -447970.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -448018.437500 Penalty: 2672.329834
	Iteration 13Q: 3 clusters Score -448018.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -448063.687500 Penalty: 2672.329834
	Iteration 14Q: 3 clusters Score -448063.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -448101.718750 Penalty: 2672.329834
	Iteration 15Q: 3 clusters Score -448101.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -448142.218750 Penalty: 2672.329834
	Iteration 16Q: 3 clusters Score -448142.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -448193.312500 Penalty: 2672.329834
	Iteration 17Q: 3 clusters Score -448193.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -448231.750000 Penalty: 2672.329834
	Iteration 18Q: 3 clusters Score -448231.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -448260.781250 Penalty: 2672.329834
	Iteration 19Q: 3 clusters Score -448260.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -448303.500000 Penalty: 2672.329834
	Iteration 20F: 3 clusters Score -448303.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -448344.406250 Penalty: 2672.329834
	Iteration 21Q: 3 clusters Score -448344.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -448389.843750 Penalty: 2672.329834
	Iteration 22Q: 3 clusters Score -448389.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -448421.843750 Penalty: 2672.329834
	Iteration 23Q: 3 clusters Score -448421.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -448445.156250 Penalty: 2672.329834
	Iteration 24Q: 3 clusters Score -448445.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -448466.781250 Penalty: 2672.329834
	Iteration 25Q: 3 clusters Score -448466.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -448488.312500 Penalty: 2672.329834
	Iteration 26Q: 3 clusters Score -448488.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -448504.093750 Penalty: 2672.329834
	Iteration 27Q: 3 clusters Score -448504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -448511.812500 Penalty: 2672.329834
	Iteration 28Q: 3 clusters Score -448511.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -448521.156250 Penalty: 2672.329834
	Iteration 29Q: 3 clusters Score -448521.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -448531.781250 Penalty: 2672.329834
	Iteration 30Q: 3 clusters Score -448531.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -448546.125000 Penalty: 2672.329834
	Iteration 31Q: 3 clusters Score -448546.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -448557.218750 Penalty: 2672.329834
	Iteration 32Q: 3 clusters Score -448557.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -448562.218750 Penalty: 2672.329834
	Iteration 33Q: 3 clusters Score -448562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -448568.875000 Penalty: 2672.329834
	Iteration 34Q: 3 clusters Score -448568.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -448574.875000 Penalty: 2672.329834
	Iteration 35Q: 3 clusters Score -448574.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -448579.218750 Penalty: 2672.329834
	Iteration 36Q: 3 clusters Score -448579.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -448583.718750 Penalty: 2672.329834
	Iteration 37Q: 3 clusters Score -448583.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -448591.062500 Penalty: 2672.329834
	Iteration 38Q: 3 clusters Score -448591.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -448594.812500 Penalty: 2672.329834
	Iteration 39Q: 3 clusters Score -448594.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -448597.625000 Penalty: 2672.329834
	Iteration 40F: 3 clusters Score -448597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -448599.093750 Penalty: 2672.329834
	Iteration 41Q: 3 clusters Score -448599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -448604.125000 Penalty: 2672.329834
	Iteration 42Q: 3 clusters Score -448604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -448606.343750 Penalty: 2672.329834
	Iteration 43Q: 3 clusters Score -448606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -448606.437500 Penalty: 2672.329834
	Iteration 44Q: 3 clusters Score -448606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -448607.218750 Penalty: 2672.329834
	Iteration 45Q: 3 clusters Score -448607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -448607.218750 Penalty: 2672.329834
	Iteration 46F: 3 clusters Score -448607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Entering Unmasked Estep 
Score: -10555830.000000 Penalty: 1844.213379
	Iteration 0F: 2 clusters Score -1.055583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -10503892.000000 Penalty: 3688.426758
	Iteration 0F: 3 clusters Score -1.050389e+07 nChanged 40471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -10527313.000000 Penalty: 3688.426758
	Iteration 1F: 3 clusters Score -1.052731e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -10528265.000000 Penalty: 3688.426758
	Iteration 2Q: 3 clusters Score -1.052826e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -10529394.000000 Penalty: 3688.426758
	Iteration 3Q: 3 clusters Score -1.052939e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -10531225.000000 Penalty: 3688.426758
	Iteration 4Q: 3 clusters Score -1.053122e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -10533552.000000 Penalty: 3688.426758
	Iteration 5F: 3 clusters Score -1.053355e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -10536504.000000 Penalty: 3688.426758
	Iteration 6F: 3 clusters Score -1.05365e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -10539978.000000 Penalty: 3688.426758
	Iteration 7F: 3 clusters Score -1.053998e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 65999 members 
Entering Unmasked Estep 
Score: -10543388.000000 Penalty: 3688.426758
	Iteration 8F: 3 clusters Score -1.054339e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -10546263.000000 Penalty: 3688.426758
	Iteration 9Q: 3 clusters Score -1.054626e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 70172 members 
Entering Unmasked Estep 
Score: -10548456.000000 Penalty: 3688.426758
	Iteration 10Q: 3 clusters Score -1.054846e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 70993 members 
Entering Unmasked Estep 
Score: -10550006.000000 Penalty: 3688.426758
	Iteration 11Q: 3 clusters Score -1.055001e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -10550885.000000 Penalty: 3688.426758
	Iteration 12Q: 3 clusters Score -1.055088e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -10551487.000000 Penalty: 3688.426758
	Iteration 13Q: 3 clusters Score -1.055149e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -10551942.000000 Penalty: 3688.426758
	Iteration 14Q: 3 clusters Score -1.055194e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -10552418.000000 Penalty: 3688.426758
	Iteration 15Q: 3 clusters Score -1.055242e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 72946 members 
Entering Unmasked Estep 
Score: -10552782.000000 Penalty: 3688.426758
	Iteration 16Q: 3 clusters Score -1.055278e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -10553082.000000 Penalty: 3688.426758
	Iteration 17Q: 3 clusters Score -1.055308e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 73431 members 
Entering Unmasked Estep 
Score: -10553319.000000 Penalty: 3688.426758
	Iteration 18Q: 3 clusters Score -1.055332e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -10553510.000000 Penalty: 3688.426758
	Iteration 19Q: 3 clusters Score -1.055351e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -10553631.000000 Penalty: 3688.426758
	Iteration 20F: 3 clusters Score -1.055363e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 74011 members 
Entering Unmasked Estep 
Score: -10553765.000000 Penalty: 3688.426758
	Iteration 21Q: 3 clusters Score -1.055376e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -10553860.000000 Penalty: 3688.426758
	Iteration 22Q: 3 clusters Score -1.055386e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 74359 members 
Entering Unmasked Estep 
Score: -10553893.000000 Penalty: 3688.426758
	Iteration 23Q: 3 clusters Score -1.055389e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -10553972.000000 Penalty: 3688.426758
	Iteration 24Q: 3 clusters Score -1.055397e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -10554012.000000 Penalty: 3688.426758
	Iteration 25Q: 3 clusters Score -1.055401e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -10554065.000000 Penalty: 3688.426758
	Iteration 26Q: 3 clusters Score -1.055406e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 74894 members 
Entering Unmasked Estep 
Score: -10554105.000000 Penalty: 3688.426758
	Iteration 27Q: 3 clusters Score -1.05541e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 74983 members 
Entering Unmasked Estep 
Score: -10554114.000000 Penalty: 3688.426758
	Iteration 28Q: 3 clusters Score -1.055411e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -10554098.000000 Penalty: 3688.426758
	Iteration 29Q: 3 clusters Score -1.05541e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -10554147.000000 Penalty: 3688.426758
	Iteration 30Q: 3 clusters Score -1.055415e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 75290 members 
Entering Unmasked Estep 
Score: -10554132.000000 Penalty: 3688.426758
	Iteration 31Q: 3 clusters Score -1.055413e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -10554127.000000 Penalty: 3688.426758
	Iteration 32Q: 3 clusters Score -1.055413e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -10554137.000000 Penalty: 3688.426758
	Iteration 33Q: 3 clusters Score -1.055414e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -10554143.000000 Penalty: 3688.426758
	Iteration 34Q: 3 clusters Score -1.055414e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -10554153.000000 Penalty: 3688.426758
	Iteration 35Q: 3 clusters Score -1.055415e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -10554159.000000 Penalty: 3688.426758
	Iteration 36Q: 3 clusters Score -1.055416e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -10554177.000000 Penalty: 3688.426758
	Iteration 37Q: 3 clusters Score -1.055418e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -10554186.000000 Penalty: 3688.426758
	Iteration 38Q: 3 clusters Score -1.055419e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -10554167.000000 Penalty: 3688.426758
	Iteration 39Q: 3 clusters Score -1.055417e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 76156 members 
Entering Unmasked Estep 
Score: -10554168.000000 Penalty: 3688.426758
	Iteration 40F: 3 clusters Score -1.055417e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -10554185.000000 Penalty: 3688.426758
	Iteration 41Q: 3 clusters Score -1.055418e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -10554177.000000 Penalty: 3688.426758
	Iteration 42Q: 3 clusters Score -1.055418e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 76433 members 
Entering Unmasked Estep 
Score: -10554180.000000 Penalty: 3688.426758
	Iteration 43Q: 3 clusters Score -1.055418e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -10554170.000000 Penalty: 3688.426758
	Iteration 44Q: 3 clusters Score -1.055417e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 76605 members 
Entering Unmasked Estep 
Score: -10554145.000000 Penalty: 3688.426758
	Iteration 45Q: 3 clusters Score -1.055414e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 76690 members 
Entering Unmasked Estep 
Score: -10554138.000000 Penalty: 3688.426758
	Iteration 46Q: 3 clusters Score -1.055414e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 76780 members 
Entering Unmasked Estep 
Score: -10554127.000000 Penalty: 3688.426758
	Iteration 47Q: 3 clusters Score -1.055413e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 76857 members 
Entering Unmasked Estep 
Score: -10554135.000000 Penalty: 3688.426758
	Iteration 48Q: 3 clusters Score -1.055414e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -10554116.000000 Penalty: 3688.426758
	Iteration 49Q: 3 clusters Score -1.055412e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 76997 members 
Entering Unmasked Estep 
Score: -10554140.000000 Penalty: 3688.426758
	Iteration 50Q: 3 clusters Score -1.055414e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -10554133.000000 Penalty: 3688.426758
	Iteration 51Q: 3 clusters Score -1.055413e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -10554130.000000 Penalty: 3688.426758
	Iteration 52Q: 3 clusters Score -1.055413e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 77197 members 
Entering Unmasked Estep 
Score: -10554146.000000 Penalty: 3688.426758
	Iteration 53Q: 3 clusters Score -1.055415e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -10554137.000000 Penalty: 3688.426758
	Iteration 54Q: 3 clusters Score -1.055414e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -10554134.000000 Penalty: 3688.426758
	Iteration 55Q: 3 clusters Score -1.055413e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -10554114.000000 Penalty: 3688.426758
	Iteration 56Q: 3 clusters Score -1.055411e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 77454 members 
Entering Unmasked Estep 
Score: -10554104.000000 Penalty: 3688.426758
	Iteration 57Q: 3 clusters Score -1.05541e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -10554114.000000 Penalty: 3688.426758
	Iteration 58Q: 3 clusters Score -1.055411e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -10554081.000000 Penalty: 3688.426758
	Iteration 59Q: 3 clusters Score -1.055408e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -10554086.000000 Penalty: 3688.426758
	Iteration 60F: 3 clusters Score -1.055409e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 77707 members 
Entering Unmasked Estep 
Score: -10554060.000000 Penalty: 3688.426758
	Iteration 61Q: 3 clusters Score -1.055406e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 77749 members 
Entering Unmasked Estep 
Score: -10554081.000000 Penalty: 3688.426758
	Iteration 62Q: 3 clusters Score -1.055408e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -10554092.000000 Penalty: 3688.426758
	Iteration 63Q: 3 clusters Score -1.055409e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 77851 members 
Entering Unmasked Estep 
Score: -10554099.000000 Penalty: 3688.426758
	Iteration 64Q: 3 clusters Score -1.05541e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -10554091.000000 Penalty: 3688.426758
	Iteration 65Q: 3 clusters Score -1.055409e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 77953 members 
Entering Unmasked Estep 
Score: -10554074.000000 Penalty: 3688.426758
	Iteration 66Q: 3 clusters Score -1.055407e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 78014 members 
Entering Unmasked Estep 
Score: -10554081.000000 Penalty: 3688.426758
	Iteration 67Q: 3 clusters Score -1.055408e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 78068 members 
Entering Unmasked Estep 
Score: -10554062.000000 Penalty: 3688.426758
	Iteration 68Q: 3 clusters Score -1.055406e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 78113 members 
Entering Unmasked Estep 
Score: -10554069.000000 Penalty: 3688.426758
	Iteration 69Q: 3 clusters Score -1.055407e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -10554079.000000 Penalty: 3688.426758
	Iteration 70Q: 3 clusters Score -1.055408e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -10554069.000000 Penalty: 3688.426758
	Iteration 71Q: 3 clusters Score -1.055407e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 78231 members 
Entering Unmasked Estep 
Score: -10554079.000000 Penalty: 3688.426758
	Iteration 72Q: 3 clusters Score -1.055408e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -10554069.000000 Penalty: 3688.426758
	Iteration 73Q: 3 clusters Score -1.055407e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
Score: -10554073.000000 Penalty: 3688.426758
	Iteration 74Q: 3 clusters Score -1.055407e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -10554084.000000 Penalty: 3688.426758
	Iteration 75Q: 3 clusters Score -1.055408e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -10554093.000000 Penalty: 3688.426758
	Iteration 76Q: 3 clusters Score -1.055409e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -10554079.000000 Penalty: 3688.426758
	Iteration 77Q: 3 clusters Score -1.055408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -10554074.000000 Penalty: 3688.426758
	Iteration 78Q: 3 clusters Score -1.055407e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 78493 members 
Entering Unmasked Estep 
Score: -10554074.000000 Penalty: 3688.426758
	Iteration 79Q: 3 clusters Score -1.055407e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -10554064.000000 Penalty: 3688.426758
	Iteration 80F: 3 clusters Score -1.055406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -10554080.000000 Penalty: 3688.426758
	Iteration 81Q: 3 clusters Score -1.055408e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -10554076.000000 Penalty: 3688.426758
	Iteration 82Q: 3 clusters Score -1.055408e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -10554065.000000 Penalty: 3688.426758
	Iteration 83Q: 3 clusters Score -1.055406e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 78688 members 
Entering Unmasked Estep 
Score: -10554068.000000 Penalty: 3688.426758
	Iteration 84Q: 3 clusters Score -1.055407e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
Score: -10554055.000000 Penalty: 3688.426758
	Iteration 85Q: 3 clusters Score -1.055406e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 78781 members 
Entering Unmasked Estep 
Score: -10554060.000000 Penalty: 3688.426758
	Iteration 86Q: 3 clusters Score -1.055406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -10554050.000000 Penalty: 3688.426758
	Iteration 87Q: 3 clusters Score -1.055405e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 78859 members 
Entering Unmasked Estep 
Score: -10554036.000000 Penalty: 3688.426758
	Iteration 88Q: 3 clusters Score -1.055404e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -10554054.000000 Penalty: 3688.426758
	Iteration 89Q: 3 clusters Score -1.055405e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -10554056.000000 Penalty: 3688.426758
	Iteration 90Q: 3 clusters Score -1.055406e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -10554054.000000 Penalty: 3688.426758
	Iteration 91Q: 3 clusters Score -1.055405e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -10554053.000000 Penalty: 3688.426758
	Iteration 92Q: 3 clusters Score -1.055405e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 79087 members 
Entering Unmasked Estep 
Score: -10554053.000000 Penalty: 3688.426758
	Iteration 93Q: 3 clusters Score -1.055405e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -10554046.000000 Penalty: 3688.426758
	Iteration 94Q: 3 clusters Score -1.055405e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -10554037.000000 Penalty: 3688.426758
	Iteration 95Q: 3 clusters Score -1.055404e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -10554047.000000 Penalty: 3688.426758
	Iteration 96Q: 3 clusters Score -1.055405e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -10554046.000000 Penalty: 3688.426758
	Iteration 97Q: 3 clusters Score -1.055405e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -10554044.000000 Penalty: 3688.426758
	Iteration 98Q: 3 clusters Score -1.055404e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -10554052.000000 Penalty: 3688.426758
	Iteration 99Q: 3 clusters Score -1.055405e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -10554045.000000 Penalty: 3688.426758
	Iteration 100F: 3 clusters Score -1.055404e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -10554026.000000 Penalty: 3688.426758
	Iteration 101Q: 3 clusters Score -1.055403e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -10554024.000000 Penalty: 3688.426758
	Iteration 102Q: 3 clusters Score -1.055402e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -10554069.000000 Penalty: 3688.426758
	Iteration 103Q: 3 clusters Score -1.055407e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -10554054.000000 Penalty: 3688.426758
	Iteration 104Q: 3 clusters Score -1.055405e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -10554070.000000 Penalty: 3688.426758
	Iteration 105Q: 3 clusters Score -1.055407e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -10554073.000000 Penalty: 3688.426758
	Iteration 106Q: 3 clusters Score -1.055407e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -10554061.000000 Penalty: 3688.426758
	Iteration 107Q: 3 clusters Score -1.055406e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 79857 members 
Entering Unmasked Estep 
Score: -10554085.000000 Penalty: 3688.426758
	Iteration 108Q: 3 clusters Score -1.055408e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -10554076.000000 Penalty: 3688.426758
	Iteration 109Q: 3 clusters Score -1.055408e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 79977 members 
Entering Unmasked Estep 
Score: -10554070.000000 Penalty: 3688.426758
	Iteration 110Q: 3 clusters Score -1.055407e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -10554064.000000 Penalty: 3688.426758
	Iteration 111Q: 3 clusters Score -1.055406e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 80072 members 
Entering Unmasked Estep 
Score: -10554059.000000 Penalty: 3688.426758
	Iteration 112Q: 3 clusters Score -1.055406e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 80110 members 
Entering Unmasked Estep 
Score: -10554068.000000 Penalty: 3688.426758
	Iteration 113Q: 3 clusters Score -1.055407e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -10554072.000000 Penalty: 3688.426758
	Iteration 114Q: 3 clusters Score -1.055407e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -10554072.000000 Penalty: 3688.426758
	Iteration 115Q: 3 clusters Score -1.055407e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -10554074.000000 Penalty: 3688.426758
	Iteration 116Q: 3 clusters Score -1.055407e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -10554065.000000 Penalty: 3688.426758
	Iteration 117Q: 3 clusters Score -1.055406e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -10554079.000000 Penalty: 3688.426758
	Iteration 118Q: 3 clusters Score -1.055408e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
Score: -10554076.000000 Penalty: 3688.426758
	Iteration 119Q: 3 clusters Score -1.055408e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -10554080.000000 Penalty: 3688.426758
	Iteration 120F: 3 clusters Score -1.055408e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -10554082.000000 Penalty: 3688.426758
	Iteration 121Q: 3 clusters Score -1.055408e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -10554091.000000 Penalty: 3688.426758
	Iteration 122Q: 3 clusters Score -1.055409e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 80478 members 
Entering Unmasked Estep 
Score: -10554075.000000 Penalty: 3688.426758
	Iteration 123Q: 3 clusters Score -1.055408e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -10554079.000000 Penalty: 3688.426758
	Iteration 124Q: 3 clusters Score -1.055408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -10554061.000000 Penalty: 3688.426758
	Iteration 125Q: 3 clusters Score -1.055406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -10554056.000000 Penalty: 3688.426758
	Iteration 126Q: 3 clusters Score -1.055406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -10554071.000000 Penalty: 3688.426758
	Iteration 127Q: 3 clusters Score -1.055407e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
Score: -10554082.000000 Penalty: 3688.426758
	Iteration 128Q: 3 clusters Score -1.055408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 80640 members 
Entering Unmasked Estep 
Score: -10554087.000000 Penalty: 3688.426758
	Iteration 129Q: 3 clusters Score -1.055409e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 80671 members 
Entering Unmasked Estep 
Score: -10554076.000000 Penalty: 3688.426758
	Iteration 130Q: 3 clusters Score -1.055408e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 80707 members 
Entering Unmasked Estep 
Score: -10554083.000000 Penalty: 3688.426758
	Iteration 131Q: 3 clusters Score -1.055408e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 80733 members 
Entering Unmasked Estep 
Score: -10554073.000000 Penalty: 3688.426758
	Iteration 132Q: 3 clusters Score -1.055407e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
Score: -10554085.000000 Penalty: 3688.426758
	Iteration 133Q: 3 clusters Score -1.055408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 80802 members 
Entering Unmasked Estep 
Score: -10554088.000000 Penalty: 3688.426758
	Iteration 134Q: 3 clusters Score -1.055409e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 80826 members 
Entering Unmasked Estep 
Score: -10554105.000000 Penalty: 3688.426758
	Iteration 135Q: 3 clusters Score -1.05541e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
Score: -10554105.000000 Penalty: 3688.426758
	Iteration 136Q: 3 clusters Score -1.05541e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -10554098.000000 Penalty: 3688.426758
	Iteration 137Q: 3 clusters Score -1.05541e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -10554113.000000 Penalty: 3688.426758
	Iteration 138Q: 3 clusters Score -1.055411e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -10554114.000000 Penalty: 3688.426758
	Iteration 139Q: 3 clusters Score -1.055411e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -10554105.000000 Penalty: 3688.426758
	Iteration 140F: 3 clusters Score -1.05541e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 81011 members 
Entering Unmasked Estep 
Score: -10554102.000000 Penalty: 3688.426758
	Iteration 141Q: 3 clusters Score -1.05541e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 81037 members 
Entering Unmasked Estep 
Score: -10554095.000000 Penalty: 3688.426758
	Iteration 142Q: 3 clusters Score -1.05541e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 81059 members 
Entering Unmasked Estep 
Score: -10554107.000000 Penalty: 3688.426758
	Iteration 143Q: 3 clusters Score -1.055411e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 81083 members 
Entering Unmasked Estep 
Score: -10554096.000000 Penalty: 3688.426758
	Iteration 144Q: 3 clusters Score -1.05541e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 81108 members 
Entering Unmasked Estep 
Score: -10554092.000000 Penalty: 3688.426758
	Iteration 145Q: 3 clusters Score -1.055409e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 81130 members 
Entering Unmasked Estep 
Score: -10554111.000000 Penalty: 3688.426758
	Iteration 146Q: 3 clusters Score -1.055411e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 81148 members 
Entering Unmasked Estep 
Score: -10554118.000000 Penalty: 3688.426758
	Iteration 147Q: 3 clusters Score -1.055412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 81167 members 
Entering Unmasked Estep 
Score: -10554134.000000 Penalty: 3688.426758
	Iteration 148Q: 3 clusters Score -1.055413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 81186 members 
Entering Unmasked Estep 
Score: -10554149.000000 Penalty: 3688.426758
	Iteration 149Q: 3 clusters Score -1.055415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -10554154.000000 Penalty: 3688.426758
	Iteration 150Q: 3 clusters Score -1.055415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 81224 members 
Entering Unmasked Estep 
Score: -10554148.000000 Penalty: 3688.426758
	Iteration 151Q: 3 clusters Score -1.055415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 81240 members 
Entering Unmasked Estep 
Score: -10554124.000000 Penalty: 3688.426758
	Iteration 152Q: 3 clusters Score -1.055412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -10554134.000000 Penalty: 3688.426758
	Iteration 153Q: 3 clusters Score -1.055413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -10554138.000000 Penalty: 3688.426758
	Iteration 154Q: 3 clusters Score -1.055414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
Score: -10554134.000000 Penalty: 3688.426758
	Iteration 155Q: 3 clusters Score -1.055413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -10554142.000000 Penalty: 3688.426758
	Iteration 156Q: 3 clusters Score -1.055414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 81312 members 
Entering Unmasked Estep 
Score: -10554140.000000 Penalty: 3688.426758
	Iteration 157Q: 3 clusters Score -1.055414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 81318 members 
Entering Unmasked Estep 
Score: -10554132.000000 Penalty: 3688.426758
	Iteration 158Q: 3 clusters Score -1.055413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -10554133.000000 Penalty: 3688.426758
	Iteration 159Q: 3 clusters Score -1.055413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -10554132.000000 Penalty: 3688.426758
	Iteration 160F: 3 clusters Score -1.055413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -10554130.000000 Penalty: 3688.426758
	Iteration 161Q: 3 clusters Score -1.055413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -10554131.000000 Penalty: 3688.426758
	Iteration 162Q: 3 clusters Score -1.055413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 81358 members 
Entering Unmasked Estep 
Score: -10554131.000000 Penalty: 3688.426758
	Iteration 163Q: 3 clusters Score -1.055413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 81366 members 
Entering Unmasked Estep 
Score: -10554125.000000 Penalty: 3688.426758
	Iteration 164Q: 3 clusters Score -1.055412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -10554127.000000 Penalty: 3688.426758
	Iteration 165Q: 3 clusters Score -1.055413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -10554121.000000 Penalty: 3688.426758
	Iteration 166Q: 3 clusters Score -1.055412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -10554133.000000 Penalty: 3688.426758
	Iteration 167Q: 3 clusters Score -1.055413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -10554130.000000 Penalty: 3688.426758
	Iteration 168Q: 3 clusters Score -1.055413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -10554135.000000 Penalty: 3688.426758
	Iteration 169Q: 3 clusters Score -1.055414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 81409 members 
Entering Unmasked Estep 
Score: -10554132.000000 Penalty: 3688.426758
	Iteration 170Q: 3 clusters Score -1.055413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -10554141.000000 Penalty: 3688.426758
	Iteration 171Q: 3 clusters Score -1.055414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -10554151.000000 Penalty: 3688.426758
	Iteration 172Q: 3 clusters Score -1.055415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -10554145.000000 Penalty: 3688.426758
	Iteration 173Q: 3 clusters Score -1.055414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -10554155.000000 Penalty: 3688.426758
	Iteration 174Q: 3 clusters Score -1.055416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 81476 members 
Entering Unmasked Estep 
Score: -10554168.000000 Penalty: 3688.426758
	Iteration 175Q: 3 clusters Score -1.055417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -10554165.000000 Penalty: 3688.426758
	Iteration 176Q: 3 clusters Score -1.055416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -10554160.000000 Penalty: 3688.426758
	Iteration 177Q: 3 clusters Score -1.055416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -10554154.000000 Penalty: 3688.426758
	Iteration 178Q: 3 clusters Score -1.055415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -10554166.000000 Penalty: 3688.426758
	Iteration 179Q: 3 clusters Score -1.055417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -10554164.000000 Penalty: 3688.426758
	Iteration 180F: 3 clusters Score -1.055416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -10554170.000000 Penalty: 3688.426758
	Iteration 181Q: 3 clusters Score -1.055417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 81581 members 
Entering Unmasked Estep 
Score: -10554159.000000 Penalty: 3688.426758
	Iteration 182Q: 3 clusters Score -1.055416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -10554172.000000 Penalty: 3688.426758
	Iteration 183Q: 3 clusters Score -1.055417e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 81621 members 
Entering Unmasked Estep 
Score: -10554158.000000 Penalty: 3688.426758
	Iteration 184Q: 3 clusters Score -1.055416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -10554153.000000 Penalty: 3688.426758
	Iteration 185Q: 3 clusters Score -1.055415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 81651 members 
Entering Unmasked Estep 
Score: -10554175.000000 Penalty: 3688.426758
	Iteration 186Q: 3 clusters Score -1.055418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 81662 members 
Entering Unmasked Estep 
Score: -10554179.000000 Penalty: 3688.426758
	Iteration 187Q: 3 clusters Score -1.055418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
Score: -10554181.000000 Penalty: 3688.426758
	Iteration 188Q: 3 clusters Score -1.055418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 81682 members 
Entering Unmasked Estep 
Score: -10554197.000000 Penalty: 3688.426758
	Iteration 189Q: 3 clusters Score -1.05542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -10554192.000000 Penalty: 3688.426758
	Iteration 190Q: 3 clusters Score -1.055419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -10554186.000000 Penalty: 3688.426758
	Iteration 191Q: 3 clusters Score -1.055419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 81719 members 
Entering Unmasked Estep 
Score: -10554194.000000 Penalty: 3688.426758
	Iteration 192Q: 3 clusters Score -1.055419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 81731 members 
Entering Unmasked Estep 
Score: -10554188.000000 Penalty: 3688.426758
	Iteration 193Q: 3 clusters Score -1.055419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -10554190.000000 Penalty: 3688.426758
	Iteration 194Q: 3 clusters Score -1.055419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -10554183.000000 Penalty: 3688.426758
	Iteration 195Q: 3 clusters Score -1.055418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 81770 members 
Entering Unmasked Estep 
Score: -10554186.000000 Penalty: 3688.426758
	Iteration 196Q: 3 clusters Score -1.055419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -10554188.000000 Penalty: 3688.426758
	Iteration 197Q: 3 clusters Score -1.055419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 81799 members 
Entering Unmasked Estep 
Score: -10554205.000000 Penalty: 3688.426758
	Iteration 198Q: 3 clusters Score -1.05542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -10554210.000000 Penalty: 3688.426758
	Iteration 199Q: 3 clusters Score -1.055421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 81829 members 
Entering Unmasked Estep 
Score: -10554211.000000 Penalty: 3688.426758
	Iteration 200F: 3 clusters Score -1.055421e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -10554227.000000 Penalty: 3688.426758
	Iteration 201Q: 3 clusters Score -1.055423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -10554221.000000 Penalty: 3688.426758
	Iteration 202Q: 3 clusters Score -1.055422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 81869 members 
Entering Unmasked Estep 
Score: -10554223.000000 Penalty: 3688.426758
	Iteration 203Q: 3 clusters Score -1.055422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 81881 members 
Entering Unmasked Estep 
Score: -10554233.000000 Penalty: 3688.426758
	Iteration 204Q: 3 clusters Score -1.055423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 81891 members 
Entering Unmasked Estep 
Score: -10554237.000000 Penalty: 3688.426758
	Iteration 205Q: 3 clusters Score -1.055424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -10554235.000000 Penalty: 3688.426758
	Iteration 206Q: 3 clusters Score -1.055424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 81902 members 
Entering Unmasked Estep 
Score: -10554246.000000 Penalty: 3688.426758
	Iteration 207Q: 3 clusters Score -1.055425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 81909 members 
Entering Unmasked Estep 
Score: -10554250.000000 Penalty: 3688.426758
	Iteration 208Q: 3 clusters Score -1.055425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 81916 members 
Entering Unmasked Estep 
Score: -10554246.000000 Penalty: 3688.426758
	Iteration 209Q: 3 clusters Score -1.055425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -10554238.000000 Penalty: 3688.426758
	Iteration 210Q: 3 clusters Score -1.055424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 81928 members 
Entering Unmasked Estep 
Score: -10554246.000000 Penalty: 3688.426758
	Iteration 211Q: 3 clusters Score -1.055425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -10554245.000000 Penalty: 3688.426758
	Iteration 212Q: 3 clusters Score -1.055424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 81937 members 
Entering Unmasked Estep 
Score: -10554233.000000 Penalty: 3688.426758
	Iteration 213Q: 3 clusters Score -1.055423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -10554229.000000 Penalty: 3688.426758
	Iteration 214Q: 3 clusters Score -1.055423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 81949 members 
Entering Unmasked Estep 
Score: -10554224.000000 Penalty: 3688.426758
	Iteration 215Q: 3 clusters Score -1.055422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 81955 members 
Entering Unmasked Estep 
Score: -10554217.000000 Penalty: 3688.426758
	Iteration 216Q: 3 clusters Score -1.055422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 81963 members 
Entering Unmasked Estep 
Score: -10554225.000000 Penalty: 3688.426758
	Iteration 217Q: 3 clusters Score -1.055422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -10554213.000000 Penalty: 3688.426758
	Iteration 218Q: 3 clusters Score -1.055421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -10554210.000000 Penalty: 3688.426758
	Iteration 219Q: 3 clusters Score -1.055421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -10554209.000000 Penalty: 3688.426758
	Iteration 220F: 3 clusters Score -1.055421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -10554210.000000 Penalty: 3688.426758
	Iteration 221Q: 3 clusters Score -1.055421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -10554202.000000 Penalty: 3688.426758
	Iteration 222Q: 3 clusters Score -1.05542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -10554212.000000 Penalty: 3688.426758
	Iteration 223Q: 3 clusters Score -1.055421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -10554229.000000 Penalty: 3688.426758
	Iteration 224Q: 3 clusters Score -1.055423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -10554221.000000 Penalty: 3688.426758
	Iteration 225Q: 3 clusters Score -1.055422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -10554231.000000 Penalty: 3688.426758
	Iteration 226Q: 3 clusters Score -1.055423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 82064 members 
Entering Unmasked Estep 
Score: -10554218.000000 Penalty: 3688.426758
	Iteration 227Q: 3 clusters Score -1.055422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 82075 members 
Entering Unmasked Estep 
Score: -10554221.000000 Penalty: 3688.426758
	Iteration 228Q: 3 clusters Score -1.055422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -10554247.000000 Penalty: 3688.426758
	Iteration 229Q: 3 clusters Score -1.055425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 82096 members 
Entering Unmasked Estep 
Score: -10554250.000000 Penalty: 3688.426758
	Iteration 230Q: 3 clusters Score -1.055425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -10554239.000000 Penalty: 3688.426758
	Iteration 231Q: 3 clusters Score -1.055424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -10554250.000000 Penalty: 3688.426758
	Iteration 232Q: 3 clusters Score -1.055425e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -10554245.000000 Penalty: 3688.426758
	Iteration 233Q: 3 clusters Score -1.055424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -10554251.000000 Penalty: 3688.426758
	Iteration 234Q: 3 clusters Score -1.055425e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -10554248.000000 Penalty: 3688.426758
	Iteration 235Q: 3 clusters Score -1.055425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -10554258.000000 Penalty: 3688.426758
	Iteration 236Q: 3 clusters Score -1.055426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 82226 members 
Entering Unmasked Estep 
Score: -10554247.000000 Penalty: 3688.426758
	Iteration 237Q: 3 clusters Score -1.055425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -10554260.000000 Penalty: 3688.426758
	Iteration 238Q: 3 clusters Score -1.055426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 82241 members 
Entering Unmasked Estep 
Score: -10554260.000000 Penalty: 3688.426758
	Iteration 239Q: 3 clusters Score -1.055426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -10554248.000000 Penalty: 3688.426758
	Iteration 240F: 3 clusters Score -1.055425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -10554252.000000 Penalty: 3688.426758
	Iteration 241Q: 3 clusters Score -1.055425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -10554250.000000 Penalty: 3688.426758
	Iteration 242Q: 3 clusters Score -1.055425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -10554257.000000 Penalty: 3688.426758
	Iteration 243Q: 3 clusters Score -1.055426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 82264 members 
Entering Unmasked Estep 
Score: -10554258.000000 Penalty: 3688.426758
	Iteration 244Q: 3 clusters Score -1.055426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -10554259.000000 Penalty: 3688.426758
	Iteration 245Q: 3 clusters Score -1.055426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 82266 members 
Entering Unmasked Estep 
Score: -10554256.000000 Penalty: 3688.426758
	Iteration 246Q: 3 clusters Score -1.055426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -10554260.000000 Penalty: 3688.426758
	Iteration 247Q: 3 clusters Score -1.055426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -10554260.000000 Penalty: 3688.426758
	Iteration 248F: 3 clusters Score -1.055426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Entering Unmasked Estep 
Score: -2378192.500000 Penalty: 1601.953613
	Iteration 0F: 2 clusters Score -2378192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2365185.000000 Penalty: 3203.907227
	Iteration 0F: 3 clusters Score -2365185 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2369770.000000 Penalty: 3203.907227
	Iteration 1F: 3 clusters Score -2369770 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2370045.000000 Penalty: 3203.907227
	Iteration 2Q: 3 clusters Score -2370045 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2370304.750000 Penalty: 3203.907227
	Iteration 3Q: 3 clusters Score -2370305 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2370562.000000 Penalty: 3203.907227
	Iteration 4Q: 3 clusters Score -2370562 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2370869.750000 Penalty: 3203.907227
	Iteration 5Q: 3 clusters Score -2370870 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2371235.750000 Penalty: 3203.907227
	Iteration 6Q: 3 clusters Score -2371236 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2371750.500000 Penalty: 3203.907227
	Iteration 7Q: 3 clusters Score -2371750 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2372382.750000 Penalty: 3203.907227
	Iteration 8F: 3 clusters Score -2372383 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2373142.250000 Penalty: 3203.907227
	Iteration 9F: 3 clusters Score -2373142 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2374004.000000 Penalty: 3203.907227
	Iteration 10F: 3 clusters Score -2374004 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2374849.000000 Penalty: 3203.907227
	Iteration 11F: 3 clusters Score -2374849 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2375544.250000 Penalty: 3203.907227
	Iteration 12Q: 3 clusters Score -2375544 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2376051.750000 Penalty: 3203.907227
	Iteration 13Q: 3 clusters Score -2376052 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2376362.500000 Penalty: 3203.907227
	Iteration 14Q: 3 clusters Score -2376362 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2376562.250000 Penalty: 3203.907227
	Iteration 15Q: 3 clusters Score -2376562 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2376700.000000 Penalty: 3203.907227
	Iteration 16Q: 3 clusters Score -2376700 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2376792.250000 Penalty: 3203.907227
	Iteration 17Q: 3 clusters Score -2376792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2376850.500000 Penalty: 3203.907227
	Iteration 18Q: 3 clusters Score -2376850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2376895.750000 Penalty: 3203.907227
	Iteration 19Q: 3 clusters Score -2376896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2376941.000000 Penalty: 3203.907227
	Iteration 20F: 3 clusters Score -2376941 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2376975.250000 Penalty: 3203.907227
	Iteration 21Q: 3 clusters Score -2376975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2376995.750000 Penalty: 3203.907227
	Iteration 22Q: 3 clusters Score -2376996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2377015.250000 Penalty: 3203.907227
	Iteration 23Q: 3 clusters Score -2377015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2377036.750000 Penalty: 3203.907227
	Iteration 24Q: 3 clusters Score -2377037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2377057.750000 Penalty: 3203.907227
	Iteration 25Q: 3 clusters Score -2377058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2377067.250000 Penalty: 3203.907227
	Iteration 26Q: 3 clusters Score -2377067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2377076.000000 Penalty: 3203.907227
	Iteration 27Q: 3 clusters Score -2377076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2377083.750000 Penalty: 3203.907227
	Iteration 28Q: 3 clusters Score -2377084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2377089.000000 Penalty: 3203.907227
	Iteration 29Q: 3 clusters Score -2377089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2377091.000000 Penalty: 3203.907227
	Iteration 30Q: 3 clusters Score -2377091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2377092.000000 Penalty: 3203.907227
	Iteration 31Q: 3 clusters Score -2377092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2377093.250000 Penalty: 3203.907227
	Iteration 32Q: 3 clusters Score -2377093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2377096.000000 Penalty: 3203.907227
	Iteration 33Q: 3 clusters Score -2377096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2377096.750000 Penalty: 3203.907227
	Iteration 34Q: 3 clusters Score -2377097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2377099.000000 Penalty: 3203.907227
	Iteration 35Q: 3 clusters Score -2377099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2377101.250000 Penalty: 3203.907227
	Iteration 36Q: 3 clusters Score -2377101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2377108.500000 Penalty: 3203.907227
	Iteration 37Q: 3 clusters Score -2377108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2377108.250000 Penalty: 3203.907227
	Iteration 38Q: 3 clusters Score -2377108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2377111.000000 Penalty: 3203.907227
	Iteration 39Q: 3 clusters Score -2377111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2377116.250000 Penalty: 3203.907227
	Iteration 40F: 3 clusters Score -2377116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2377125.250000 Penalty: 3203.907227
	Iteration 41Q: 3 clusters Score -2377125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2377141.250000 Penalty: 3203.907227
	Iteration 42Q: 3 clusters Score -2377141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2377156.500000 Penalty: 3203.907227
	Iteration 43Q: 3 clusters Score -2377156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2377161.000000 Penalty: 3203.907227
	Iteration 44Q: 3 clusters Score -2377161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2377170.250000 Penalty: 3203.907227
	Iteration 45Q: 3 clusters Score -2377170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2377174.500000 Penalty: 3203.907227
	Iteration 46Q: 3 clusters Score -2377174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2377176.750000 Penalty: 3203.907227
	Iteration 47Q: 3 clusters Score -2377177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2377181.000000 Penalty: 3203.907227
	Iteration 48Q: 3 clusters Score -2377181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2377185.500000 Penalty: 3203.907227
	Iteration 49Q: 3 clusters Score -2377186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2377184.000000 Penalty: 3203.907227
	Iteration 50Q: 3 clusters Score -2377184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2377186.250000 Penalty: 3203.907227
	Iteration 51Q: 3 clusters Score -2377186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2377187.500000 Penalty: 3203.907227
	Iteration 52Q: 3 clusters Score -2377188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2377187.250000 Penalty: 3203.907227
	Iteration 53Q: 3 clusters Score -2377187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2377188.250000 Penalty: 3203.907227
	Iteration 54Q: 3 clusters Score -2377188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2377189.250000 Penalty: 3203.907227
	Iteration 55Q: 3 clusters Score -2377189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2377189.250000 Penalty: 3203.907227
	Iteration 56F: 3 clusters Score -2377189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -207455.015625 Penalty: 1209.214600
	Iteration 0F: 2 clusters Score -207455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -205539.671875 Penalty: 2418.429199
	Iteration 0F: 3 clusters Score -205539.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -205912.062500 Penalty: 2418.429199
	Iteration 1F: 3 clusters Score -205912.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -206006.531250 Penalty: 2418.429199
	Iteration 2F: 3 clusters Score -206006.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -206057.625000 Penalty: 2418.429199
	Iteration 3Q: 3 clusters Score -206057.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -206094.718750 Penalty: 2418.429199
	Iteration 4Q: 3 clusters Score -206094.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -206115.265625 Penalty: 2418.429199
	Iteration 5Q: 3 clusters Score -206115.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -206137.281250 Penalty: 2418.429199
	Iteration 6Q: 3 clusters Score -206137.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -206158.484375 Penalty: 2418.429199
	Iteration 7Q: 3 clusters Score -206158.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -206176.265625 Penalty: 2418.429199
	Iteration 8Q: 3 clusters Score -206176.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -206189.234375 Penalty: 2418.429199
	Iteration 9Q: 3 clusters Score -206189.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -206199.343750 Penalty: 2418.429199
	Iteration 10Q: 3 clusters Score -206199.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -206213.500000 Penalty: 2418.429199
	Iteration 11Q: 3 clusters Score -206213.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -206230.796875 Penalty: 2418.429199
	Iteration 12Q: 3 clusters Score -206230.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -206253.250000 Penalty: 2418.429199
	Iteration 13Q: 3 clusters Score -206253.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -206269.171875 Penalty: 2418.429199
	Iteration 14Q: 3 clusters Score -206269.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -206286.625000 Penalty: 2418.429199
	Iteration 15Q: 3 clusters Score -206286.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -206301.015625 Penalty: 2418.429199
	Iteration 16Q: 3 clusters Score -206301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -206314.437500 Penalty: 2418.429199
	Iteration 17Q: 3 clusters Score -206314.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -206324.953125 Penalty: 2418.429199
	Iteration 18Q: 3 clusters Score -206325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -206329.656250 Penalty: 2418.429199
	Iteration 19Q: 3 clusters Score -206329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -206331.828125 Penalty: 2418.429199
	Iteration 20F: 3 clusters Score -206331.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -206335.000000 Penalty: 2418.429199
	Iteration 21Q: 3 clusters Score -206335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -206336.500000 Penalty: 2418.429199
	Iteration 22Q: 3 clusters Score -206336.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -206340.375000 Penalty: 2418.429199
	Iteration 23Q: 3 clusters Score -206340.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -206343.718750 Penalty: 2418.429199
	Iteration 24Q: 3 clusters Score -206343.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -206346.968750 Penalty: 2418.429199
	Iteration 25Q: 3 clusters Score -206347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -206348.453125 Penalty: 2418.429199
	Iteration 26Q: 3 clusters Score -206348.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -206348.953125 Penalty: 2418.429199
	Iteration 27Q: 3 clusters Score -206349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -206349.468750 Penalty: 2418.429199
	Iteration 28Q: 3 clusters Score -206349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -206350.328125 Penalty: 2418.429199
	Iteration 29Q: 3 clusters Score -206350.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -206351.078125 Penalty: 2418.429199
	Iteration 30Q: 3 clusters Score -206351.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -206351.078125 Penalty: 2418.429199
	Iteration 31F: 3 clusters Score -206351.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Entering Unmasked Estep 
Score: -744419.250000 Penalty: 1421.393066
	Iteration 0F: 2 clusters Score -744419.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -739628.187500 Penalty: 2842.786133
	Iteration 0F: 3 clusters Score -739628.2 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -741058.750000 Penalty: 2842.786133
	Iteration 1F: 3 clusters Score -741058.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -741298.562500 Penalty: 2842.786133
	Iteration 2F: 3 clusters Score -741298.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -741476.125000 Penalty: 2842.786133
	Iteration 3F: 3 clusters Score -741476.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -741610.875000 Penalty: 2842.786133
	Iteration 4Q: 3 clusters Score -741610.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -741695.062500 Penalty: 2842.786133
	Iteration 5Q: 3 clusters Score -741695.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -741763.375000 Penalty: 2842.786133
	Iteration 6Q: 3 clusters Score -741763.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -741820.500000 Penalty: 2842.786133
	Iteration 7Q: 3 clusters Score -741820.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -741882.125000 Penalty: 2842.786133
	Iteration 8Q: 3 clusters Score -741882.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -741950.687500 Penalty: 2842.786133
	Iteration 9Q: 3 clusters Score -741950.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -742028.000000 Penalty: 2842.786133
	Iteration 10Q: 3 clusters Score -742028 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -742133.187500 Penalty: 2842.786133
	Iteration 11Q: 3 clusters Score -742133.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -742242.500000 Penalty: 2842.786133
	Iteration 12Q: 3 clusters Score -742242.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -742355.812500 Penalty: 2842.786133
	Iteration 13Q: 3 clusters Score -742355.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -742483.312500 Penalty: 2842.786133
	Iteration 14Q: 3 clusters Score -742483.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -742615.562500 Penalty: 2842.786133
	Iteration 15Q: 3 clusters Score -742615.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -742757.437500 Penalty: 2842.786133
	Iteration 16Q: 3 clusters Score -742757.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -742877.937500 Penalty: 2842.786133
	Iteration 17Q: 3 clusters Score -742877.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -742976.750000 Penalty: 2842.786133
	Iteration 18Q: 3 clusters Score -742976.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -743042.062500 Penalty: 2842.786133
	Iteration 19Q: 3 clusters Score -743042.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -743081.062500 Penalty: 2842.786133
	Iteration 20F: 3 clusters Score -743081.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -743105.812500 Penalty: 2842.786133
	Iteration 21Q: 3 clusters Score -743105.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -743121.687500 Penalty: 2842.786133
	Iteration 22Q: 3 clusters Score -743121.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -743140.312500 Penalty: 2842.786133
	Iteration 23Q: 3 clusters Score -743140.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -743151.437500 Penalty: 2842.786133
	Iteration 24Q: 3 clusters Score -743151.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -743158.437500 Penalty: 2842.786133
	Iteration 25Q: 3 clusters Score -743158.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -743169.375000 Penalty: 2842.786133
	Iteration 26Q: 3 clusters Score -743169.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -743174.750000 Penalty: 2842.786133
	Iteration 27Q: 3 clusters Score -743174.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -743176.625000 Penalty: 2842.786133
	Iteration 28Q: 3 clusters Score -743176.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -743180.562500 Penalty: 2842.786133
	Iteration 29Q: 3 clusters Score -743180.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -743188.125000 Penalty: 2842.786133
	Iteration 30Q: 3 clusters Score -743188.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -743194.687500 Penalty: 2842.786133
	Iteration 31Q: 3 clusters Score -743194.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -743200.000000 Penalty: 2842.786133
	Iteration 32Q: 3 clusters Score -743200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -743203.375000 Penalty: 2842.786133
	Iteration 33Q: 3 clusters Score -743203.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -743208.187500 Penalty: 2842.786133
	Iteration 34Q: 3 clusters Score -743208.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -743207.875000 Penalty: 2842.786133
	Iteration 35Q: 3 clusters Score -743207.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -743207.875000 Penalty: 2842.786133
	Iteration 36F: 3 clusters Score -743207.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Entering Unmasked Estep 
Score: -5664966.000000 Penalty: 1740.499634
	Iteration 0F: 2 clusters Score -5664966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -5634841.000000 Penalty: 3480.999268
	Iteration 0F: 3 clusters Score -5634841 nChanged 20961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -5646715.500000 Penalty: 3480.999268
	Iteration 1F: 3 clusters Score -5646716 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -5647125.500000 Penalty: 3480.999268
	Iteration 2Q: 3 clusters Score -5647126 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -5647555.000000 Penalty: 3480.999268
	Iteration 3Q: 3 clusters Score -5647555 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -5648017.500000 Penalty: 3480.999268
	Iteration 4Q: 3 clusters Score -5648018 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -5648568.500000 Penalty: 3480.999268
	Iteration 5Q: 3 clusters Score -5648568 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -5649150.500000 Penalty: 3480.999268
	Iteration 6Q: 3 clusters Score -5649150 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -5649865.000000 Penalty: 3480.999268
	Iteration 7Q: 3 clusters Score -5649865 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -5650566.000000 Penalty: 3480.999268
	Iteration 8Q: 3 clusters Score -5650566 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -5651289.000000 Penalty: 3480.999268
	Iteration 9Q: 3 clusters Score -5651289 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -5651957.500000 Penalty: 3480.999268
	Iteration 10Q: 3 clusters Score -5651958 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -5652481.000000 Penalty: 3480.999268
	Iteration 11Q: 3 clusters Score -5652481 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -5653051.000000 Penalty: 3480.999268
	Iteration 12Q: 3 clusters Score -5653051 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -5653661.500000 Penalty: 3480.999268
	Iteration 13Q: 3 clusters Score -5653662 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -5654372.000000 Penalty: 3480.999268
	Iteration 14Q: 3 clusters Score -5654372 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -5655347.500000 Penalty: 3480.999268
	Iteration 15Q: 3 clusters Score -5655348 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -5656503.000000 Penalty: 3480.999268
	Iteration 16Q: 3 clusters Score -5656503 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -5657902.000000 Penalty: 3480.999268
	Iteration 17F: 3 clusters Score -5657902 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -5659416.500000 Penalty: 3480.999268
	Iteration 18F: 3 clusters Score -5659416 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -5660753.000000 Penalty: 3480.999268
	Iteration 19Q: 3 clusters Score -5660753 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -5661769.500000 Penalty: 3480.999268
	Iteration 20F: 3 clusters Score -5661770 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -5662472.500000 Penalty: 3480.999268
	Iteration 21Q: 3 clusters Score -5662472 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -5662891.000000 Penalty: 3480.999268
	Iteration 22Q: 3 clusters Score -5662891 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -5663106.500000 Penalty: 3480.999268
	Iteration 23Q: 3 clusters Score -5663106 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -5663221.000000 Penalty: 3480.999268
	Iteration 24Q: 3 clusters Score -5663221 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -5663294.000000 Penalty: 3480.999268
	Iteration 25Q: 3 clusters Score -5663294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -5663349.000000 Penalty: 3480.999268
	Iteration 26Q: 3 clusters Score -5663349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5663385.000000 Penalty: 3480.999268
	Iteration 27Q: 3 clusters Score -5663385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -5663406.500000 Penalty: 3480.999268
	Iteration 28Q: 3 clusters Score -5663406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -5663415.000000 Penalty: 3480.999268
	Iteration 29Q: 3 clusters Score -5663415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -5663420.000000 Penalty: 3480.999268
	Iteration 30Q: 3 clusters Score -5663420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -5663428.500000 Penalty: 3480.999268
	Iteration 31Q: 3 clusters Score -5663428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -5663436.500000 Penalty: 3480.999268
	Iteration 32Q: 3 clusters Score -5663436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -5663436.000000 Penalty: 3480.999268
	Iteration 33Q: 3 clusters Score -5663436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -5663440.500000 Penalty: 3480.999268
	Iteration 34Q: 3 clusters Score -5663440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -5663450.000000 Penalty: 3480.999268
	Iteration 35Q: 3 clusters Score -5663450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -5663458.500000 Penalty: 3480.999268
	Iteration 36Q: 3 clusters Score -5663458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -5663464.500000 Penalty: 3480.999268
	Iteration 37Q: 3 clusters Score -5663464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -5663465.500000 Penalty: 3480.999268
	Iteration 38Q: 3 clusters Score -5663466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -5663466.000000 Penalty: 3480.999268
	Iteration 39Q: 3 clusters Score -5663466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -5663468.500000 Penalty: 3480.999268
	Iteration 40F: 3 clusters Score -5663468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -463463.312500 Penalty: 1345.492065
	Iteration 0F: 2 clusters Score -463463.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -460127.968750 Penalty: 2690.984131
	Iteration 0F: 3 clusters Score -460128 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -461043.656250 Penalty: 2690.984131
	Iteration 1F: 3 clusters Score -461043.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -461324.656250 Penalty: 2690.984131
	Iteration 2F: 3 clusters Score -461324.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -461586.843750 Penalty: 2690.984131
	Iteration 3F: 3 clusters Score -461586.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -461819.750000 Penalty: 2690.984131
	Iteration 4F: 3 clusters Score -461819.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -462000.968750 Penalty: 2690.984131
	Iteration 5F: 3 clusters Score -462001 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -462130.281250 Penalty: 2690.984131
	Iteration 6Q: 3 clusters Score -462130.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -462231.750000 Penalty: 2690.984131
	Iteration 7Q: 3 clusters Score -462231.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -462292.000000 Penalty: 2690.984131
	Iteration 8Q: 3 clusters Score -462292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -462347.312500 Penalty: 2690.984131
	Iteration 9Q: 3 clusters Score -462347.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -462392.906250 Penalty: 2690.984131
	Iteration 10Q: 3 clusters Score -462392.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -462419.156250 Penalty: 2690.984131
	Iteration 11Q: 3 clusters Score -462419.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -462442.468750 Penalty: 2690.984131
	Iteration 12Q: 3 clusters Score -462442.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -462458.250000 Penalty: 2690.984131
	Iteration 13Q: 3 clusters Score -462458.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -462476.000000 Penalty: 2690.984131
	Iteration 14Q: 3 clusters Score -462476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -462487.750000 Penalty: 2690.984131
	Iteration 15Q: 3 clusters Score -462487.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -462496.812500 Penalty: 2690.984131
	Iteration 16Q: 3 clusters Score -462496.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -462504.531250 Penalty: 2690.984131
	Iteration 17Q: 3 clusters Score -462504.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -462510.218750 Penalty: 2690.984131
	Iteration 18Q: 3 clusters Score -462510.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -462512.968750 Penalty: 2690.984131
	Iteration 19Q: 3 clusters Score -462513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -462513.906250 Penalty: 2690.984131
	Iteration 20F: 3 clusters Score -462513.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -462514.281250 Penalty: 2690.984131
	Iteration 21Q: 3 clusters Score -462514.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -462515.375000 Penalty: 2690.984131
	Iteration 22Q: 3 clusters Score -462515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -462515.718750 Penalty: 2690.984131
	Iteration 23Q: 3 clusters Score -462515.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -462515.718750 Penalty: 2690.984131
	Iteration 24F: 3 clusters Score -462515.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -283534.218750 Penalty: 1271.472412
	Iteration 0F: 2 clusters Score -283534.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -281123.187500 Penalty: 2542.944824
	Iteration 0F: 3 clusters Score -281123.2 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -281686.125000 Penalty: 2542.944824
	Iteration 1F: 3 clusters Score -281686.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -281842.687500 Penalty: 2542.944824
	Iteration 2F: 3 clusters Score -281842.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -281953.531250 Penalty: 2542.944824
	Iteration 3F: 3 clusters Score -281953.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -282043.500000 Penalty: 2542.944824
	Iteration 4Q: 3 clusters Score -282043.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -282115.843750 Penalty: 2542.944824
	Iteration 5Q: 3 clusters Score -282115.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -282178.875000 Penalty: 2542.944824
	Iteration 6Q: 3 clusters Score -282178.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -282252.750000 Penalty: 2542.944824
	Iteration 7Q: 3 clusters Score -282252.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -282325.218750 Penalty: 2542.944824
	Iteration 8Q: 3 clusters Score -282325.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -282409.750000 Penalty: 2542.944824
	Iteration 9Q: 3 clusters Score -282409.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -282486.593750 Penalty: 2542.944824
	Iteration 10Q: 3 clusters Score -282486.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -282555.812500 Penalty: 2542.944824
	Iteration 11Q: 3 clusters Score -282555.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -282609.156250 Penalty: 2542.944824
	Iteration 12Q: 3 clusters Score -282609.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -282663.468750 Penalty: 2542.944824
	Iteration 13Q: 3 clusters Score -282663.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -282705.406250 Penalty: 2542.944824
	Iteration 14Q: 3 clusters Score -282705.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -282741.593750 Penalty: 2542.944824
	Iteration 15Q: 3 clusters Score -282741.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -282769.468750 Penalty: 2542.944824
	Iteration 16Q: 3 clusters Score -282769.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -282783.593750 Penalty: 2542.944824
	Iteration 17Q: 3 clusters Score -282783.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -282795.375000 Penalty: 2542.944824
	Iteration 18Q: 3 clusters Score -282795.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -282798.906250 Penalty: 2542.944824
	Iteration 19Q: 3 clusters Score -282798.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -282800.062500 Penalty: 2542.944824
	Iteration 20F: 3 clusters Score -282800.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -282800.437500 Penalty: 2542.944824
	Iteration 21Q: 3 clusters Score -282800.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -282800.437500 Penalty: 2542.944824
	Iteration 22F: 3 clusters Score -282800.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Entering Unmasked Estep 
Score: -7683521.500000 Penalty: 1792.689209
	Iteration 0F: 2 clusters Score -7683522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -7642800.500000 Penalty: 3585.378418
	Iteration 0F: 3 clusters Score -7642800 nChanged 29276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -7659559.000000 Penalty: 3585.378418
	Iteration 1F: 3 clusters Score -7659559 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -7660062.000000 Penalty: 3585.378418
	Iteration 2Q: 3 clusters Score -7660062 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -7660604.500000 Penalty: 3585.378418
	Iteration 3Q: 3 clusters Score -7660604 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -7661133.500000 Penalty: 3585.378418
	Iteration 4Q: 3 clusters Score -7661134 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -7661784.500000 Penalty: 3585.378418
	Iteration 5Q: 3 clusters Score -7661784 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -7662697.500000 Penalty: 3585.378418
	Iteration 6Q: 3 clusters Score -7662698 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -7664248.000000 Penalty: 3585.378418
	Iteration 7F: 3 clusters Score -7664248 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -7666447.500000 Penalty: 3585.378418
	Iteration 8F: 3 clusters Score -7666448 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -7669879.000000 Penalty: 3585.378418
	Iteration 9F: 3 clusters Score -7669879 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -7673997.000000 Penalty: 3585.378418
	Iteration 10F: 3 clusters Score -7673997 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -7677564.000000 Penalty: 3585.378418
	Iteration 11F: 3 clusters Score -7677564 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -7680034.000000 Penalty: 3585.378418
	Iteration 12Q: 3 clusters Score -7680034 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -7681392.000000 Penalty: 3585.378418
	Iteration 13Q: 3 clusters Score -7681392 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -7681901.000000 Penalty: 3585.378418
	Iteration 14Q: 3 clusters Score -7681901 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 61354 members 
Entering Unmasked Estep 
Score: -7682145.000000 Penalty: 3585.378418
	Iteration 15Q: 3 clusters Score -7682145 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -7682277.000000 Penalty: 3585.378418
	Iteration 16Q: 3 clusters Score -7682277 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 61434 members 
Entering Unmasked Estep 
Score: -7682362.500000 Penalty: 3585.378418
	Iteration 17Q: 3 clusters Score -7682362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -7682419.500000 Penalty: 3585.378418
	Iteration 18Q: 3 clusters Score -7682420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -7682504.500000 Penalty: 3585.378418
	Iteration 19Q: 3 clusters Score -7682504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -7682556.500000 Penalty: 3585.378418
	Iteration 20F: 3 clusters Score -7682556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -7682563.500000 Penalty: 3585.378418
	Iteration 21Q: 3 clusters Score -7682564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -7682576.500000 Penalty: 3585.378418
	Iteration 22Q: 3 clusters Score -7682576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -7682585.000000 Penalty: 3585.378418
	Iteration 23Q: 3 clusters Score -7682585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -7682576.000000 Penalty: 3585.378418
	Iteration 24Q: 3 clusters Score -7682576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
Score: -7682583.500000 Penalty: 3585.378418
	Iteration 25Q: 3 clusters Score -7682584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -7682584.000000 Penalty: 3585.378418
	Iteration 26Q: 3 clusters Score -7682584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -7682585.500000 Penalty: 3585.378418
	Iteration 27Q: 3 clusters Score -7682586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -7682585.500000 Penalty: 3585.378418
	Iteration 28Q: 3 clusters Score -7682586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -7682585.500000 Penalty: 3585.378418
	Iteration 29Q: 3 clusters Score -7682586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -7682593.000000 Penalty: 3585.378418
	Iteration 30Q: 3 clusters Score -7682593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -7682591.500000 Penalty: 3585.378418
	Iteration 31Q: 3 clusters Score -7682592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -7682596.000000 Penalty: 3585.378418
	Iteration 32Q: 3 clusters Score -7682596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -7682596.000000 Penalty: 3585.378418
	Iteration 33F: 3 clusters Score -7682596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (77587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Entering Unmasked Estep 
Score: -9592283.000000 Penalty: 1829.612793
	Iteration 0F: 2 clusters Score -9592283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -9543445.000000 Penalty: 3659.225586
	Iteration 0F: 3 clusters Score -9543445 nChanged 36865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -9564363.000000 Penalty: 3659.225586
	Iteration 1F: 3 clusters Score -9564363 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -9564927.000000 Penalty: 3659.225586
	Iteration 2Q: 3 clusters Score -9564927 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -9565622.000000 Penalty: 3659.225586
	Iteration 3Q: 3 clusters Score -9565622 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -9566395.000000 Penalty: 3659.225586
	Iteration 4Q: 3 clusters Score -9566395 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -9567469.000000 Penalty: 3659.225586
	Iteration 5Q: 3 clusters Score -9567469 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -9569405.000000 Penalty: 3659.225586
	Iteration 6F: 3 clusters Score -9569405 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -9572567.000000 Penalty: 3659.225586
	Iteration 7F: 3 clusters Score -9572567 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -9577308.000000 Penalty: 3659.225586
	Iteration 8F: 3 clusters Score -9577308 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -9582634.000000 Penalty: 3659.225586
	Iteration 9F: 3 clusters Score -9582634 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -9586887.000000 Penalty: 3659.225586
	Iteration 10F: 3 clusters Score -9586887 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -9589218.000000 Penalty: 3659.225586
	Iteration 11Q: 3 clusters Score -9589218 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -9590156.000000 Penalty: 3659.225586
	Iteration 12Q: 3 clusters Score -9590156 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -9590551.000000 Penalty: 3659.225586
	Iteration 13Q: 3 clusters Score -9590551 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -9590729.000000 Penalty: 3659.225586
	Iteration 14Q: 3 clusters Score -9590729 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -9590819.000000 Penalty: 3659.225586
	Iteration 15Q: 3 clusters Score -9590819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -9590855.000000 Penalty: 3659.225586
	Iteration 16Q: 3 clusters Score -9590855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -9590895.000000 Penalty: 3659.225586
	Iteration 17Q: 3 clusters Score -9590895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -9590920.000000 Penalty: 3659.225586
	Iteration 18Q: 3 clusters Score -9590920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -9590926.000000 Penalty: 3659.225586
	Iteration 19Q: 3 clusters Score -9590926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 77303 members 
Entering Unmasked Estep 
Score: -9590948.000000 Penalty: 3659.225586
	Iteration 20F: 3 clusters Score -9590948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -9590950.000000 Penalty: 3659.225586
	Iteration 21Q: 3 clusters Score -9590950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 77305 members 
Entering Unmasked Estep 
Score: -9590948.000000 Penalty: 3659.225586
	Iteration 22Q: 3 clusters Score -9590948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 77305 members 
Entering Unmasked Estep 
Score: -9590955.000000 Penalty: 3659.225586
	Iteration 23Q: 3 clusters Score -9590955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 77305 members 
Entering Unmasked Estep 
Score: -9590955.000000 Penalty: 3659.225586
	Iteration 24F: 3 clusters Score -9590955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Entering Unmasked Estep 
Score: -7865850.500000 Penalty: 1796.259033
	Iteration 0F: 2 clusters Score -7865850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -7824600.500000 Penalty: 3592.518066
	Iteration 0F: 3 clusters Score -7824600 nChanged 29870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -7841473.000000 Penalty: 3592.518066
	Iteration 1F: 3 clusters Score -7841473 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -7842010.500000 Penalty: 3592.518066
	Iteration 2Q: 3 clusters Score -7842010 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -7842452.000000 Penalty: 3592.518066
	Iteration 3Q: 3 clusters Score -7842452 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -7843006.500000 Penalty: 3592.518066
	Iteration 4Q: 3 clusters Score -7843006 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -7843773.000000 Penalty: 3592.518066
	Iteration 5Q: 3 clusters Score -7843773 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -7844989.000000 Penalty: 3592.518066
	Iteration 6Q: 3 clusters Score -7844989 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -7846736.500000 Penalty: 3592.518066
	Iteration 7F: 3 clusters Score -7846736 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -7849266.000000 Penalty: 3592.518066
	Iteration 8F: 3 clusters Score -7849266 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -7852514.500000 Penalty: 3592.518066
	Iteration 9F: 3 clusters Score -7852514 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -7855933.000000 Penalty: 3592.518066
	Iteration 10F: 3 clusters Score -7855933 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -7859141.000000 Penalty: 3592.518066
	Iteration 11F: 3 clusters Score -7859141 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -7861397.500000 Penalty: 3592.518066
	Iteration 12Q: 3 clusters Score -7861398 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -7862764.500000 Penalty: 3592.518066
	Iteration 13Q: 3 clusters Score -7862764 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -7863606.500000 Penalty: 3592.518066
	Iteration 14Q: 3 clusters Score -7863606 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -7863972.500000 Penalty: 3592.518066
	Iteration 15Q: 3 clusters Score -7863972 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -7864139.000000 Penalty: 3592.518066
	Iteration 16Q: 3 clusters Score -7864139 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -7864220.500000 Penalty: 3592.518066
	Iteration 17Q: 3 clusters Score -7864220 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -7864269.000000 Penalty: 3592.518066
	Iteration 18Q: 3 clusters Score -7864269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -7864289.500000 Penalty: 3592.518066
	Iteration 19Q: 3 clusters Score -7864290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -7864306.000000 Penalty: 3592.518066
	Iteration 20F: 3 clusters Score -7864306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -7864318.000000 Penalty: 3592.518066
	Iteration 21Q: 3 clusters Score -7864318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -7864328.500000 Penalty: 3592.518066
	Iteration 22Q: 3 clusters Score -7864328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -7864324.500000 Penalty: 3592.518066
	Iteration 23Q: 3 clusters Score -7864324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -7864332.500000 Penalty: 3592.518066
	Iteration 24Q: 3 clusters Score -7864332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -7864347.000000 Penalty: 3592.518066
	Iteration 25Q: 3 clusters Score -7864347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 62891 members 
Entering Unmasked Estep 
Score: -7864362.000000 Penalty: 3592.518066
	Iteration 26Q: 3 clusters Score -7864362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -7864364.500000 Penalty: 3592.518066
	Iteration 27Q: 3 clusters Score -7864364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -7864366.000000 Penalty: 3592.518066
	Iteration 28Q: 3 clusters Score -7864366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -7864366.000000 Penalty: 3592.518066
	Iteration 29F: 3 clusters Score -7864366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -271243.625000 Penalty: 1251.077148
	Iteration 0F: 2 clusters Score -271243.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -269057.750000 Penalty: 2502.154297
	Iteration 0F: 3 clusters Score -269057.8 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -269548.218750 Penalty: 2502.154297
	Iteration 1F: 3 clusters Score -269548.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -269660.718750 Penalty: 2502.154297
	Iteration 2F: 3 clusters Score -269660.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -269719.250000 Penalty: 2502.154297
	Iteration 3Q: 3 clusters Score -269719.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -269746.062500 Penalty: 2502.154297
	Iteration 4Q: 3 clusters Score -269746.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -269765.437500 Penalty: 2502.154297
	Iteration 5Q: 3 clusters Score -269765.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -269779.281250 Penalty: 2502.154297
	Iteration 6Q: 3 clusters Score -269779.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -269788.031250 Penalty: 2502.154297
	Iteration 7Q: 3 clusters Score -269788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -269797.406250 Penalty: 2502.154297
	Iteration 8Q: 3 clusters Score -269797.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -269806.593750 Penalty: 2502.154297
	Iteration 9Q: 3 clusters Score -269806.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -269820.875000 Penalty: 2502.154297
	Iteration 10Q: 3 clusters Score -269820.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -269830.218750 Penalty: 2502.154297
	Iteration 11Q: 3 clusters Score -269830.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -269837.406250 Penalty: 2502.154297
	Iteration 12Q: 3 clusters Score -269837.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -269845.656250 Penalty: 2502.154297
	Iteration 13Q: 3 clusters Score -269845.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -269850.500000 Penalty: 2502.154297
	Iteration 14Q: 3 clusters Score -269850.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -269854.625000 Penalty: 2502.154297
	Iteration 15Q: 3 clusters Score -269854.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -269857.781250 Penalty: 2502.154297
	Iteration 16Q: 3 clusters Score -269857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -269859.156250 Penalty: 2502.154297
	Iteration 17Q: 3 clusters Score -269859.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -269861.437500 Penalty: 2502.154297
	Iteration 18Q: 3 clusters Score -269861.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -269863.750000 Penalty: 2502.154297
	Iteration 19Q: 3 clusters Score -269863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -269866.468750 Penalty: 2502.154297
	Iteration 20F: 3 clusters Score -269866.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -269870.031250 Penalty: 2502.154297
	Iteration 21Q: 3 clusters Score -269870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -269873.500000 Penalty: 2502.154297
	Iteration 22Q: 3 clusters Score -269873.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -269876.687500 Penalty: 2502.154297
	Iteration 23Q: 3 clusters Score -269876.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -269880.062500 Penalty: 2502.154297
	Iteration 24Q: 3 clusters Score -269880.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -269882.281250 Penalty: 2502.154297
	Iteration 25Q: 3 clusters Score -269882.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -269885.937500 Penalty: 2502.154297
	Iteration 26Q: 3 clusters Score -269885.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -269889.937500 Penalty: 2502.154297
	Iteration 27Q: 3 clusters Score -269889.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -269896.000000 Penalty: 2502.154297
	Iteration 28Q: 3 clusters Score -269896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -269901.031250 Penalty: 2502.154297
	Iteration 29Q: 3 clusters Score -269901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -269903.437500 Penalty: 2502.154297
	Iteration 30Q: 3 clusters Score -269903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -269906.000000 Penalty: 2502.154297
	Iteration 31Q: 3 clusters Score -269906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -269908.406250 Penalty: 2502.154297
	Iteration 32Q: 3 clusters Score -269908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -269910.187500 Penalty: 2502.154297
	Iteration 33Q: 3 clusters Score -269910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -269913.093750 Penalty: 2502.154297
	Iteration 34Q: 3 clusters Score -269913.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -269918.375000 Penalty: 2502.154297
	Iteration 35Q: 3 clusters Score -269918.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -269927.593750 Penalty: 2502.154297
	Iteration 36Q: 3 clusters Score -269927.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -269938.843750 Penalty: 2502.154297
	Iteration 37Q: 3 clusters Score -269938.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -269947.718750 Penalty: 2502.154297
	Iteration 38Q: 3 clusters Score -269947.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -269952.468750 Penalty: 2502.154297
	Iteration 39Q: 3 clusters Score -269952.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -269954.156250 Penalty: 2502.154297
	Iteration 40F: 3 clusters Score -269954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -269956.125000 Penalty: 2502.154297
	Iteration 41Q: 3 clusters Score -269956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -269958.593750 Penalty: 2502.154297
	Iteration 42Q: 3 clusters Score -269958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -269960.156250 Penalty: 2502.154297
	Iteration 43Q: 3 clusters Score -269960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -269961.593750 Penalty: 2502.154297
	Iteration 44Q: 3 clusters Score -269961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -269963.312500 Penalty: 2502.154297
	Iteration 45Q: 3 clusters Score -269963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -269966.406250 Penalty: 2502.154297
	Iteration 46Q: 3 clusters Score -269966.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -269967.500000 Penalty: 2502.154297
	Iteration 47Q: 3 clusters Score -269967.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -269969.906250 Penalty: 2502.154297
	Iteration 48Q: 3 clusters Score -269969.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -269975.218750 Penalty: 2502.154297
	Iteration 49Q: 3 clusters Score -269975.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -269979.968750 Penalty: 2502.154297
	Iteration 50Q: 3 clusters Score -269980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -269980.781250 Penalty: 2502.154297
	Iteration 51Q: 3 clusters Score -269980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -269981.781250 Penalty: 2502.154297
	Iteration 52Q: 3 clusters Score -269981.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -269985.093750 Penalty: 2502.154297
	Iteration 53Q: 3 clusters Score -269985.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -269988.562500 Penalty: 2502.154297
	Iteration 54Q: 3 clusters Score -269988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -269991.593750 Penalty: 2502.154297
	Iteration 55Q: 3 clusters Score -269991.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -269995.031250 Penalty: 2502.154297
	Iteration 56Q: 3 clusters Score -269995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -269997.875000 Penalty: 2502.154297
	Iteration 57Q: 3 clusters Score -269997.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -269999.625000 Penalty: 2502.154297
	Iteration 58Q: 3 clusters Score -269999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -270000.968750 Penalty: 2502.154297
	Iteration 59Q: 3 clusters Score -270001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -270002.187500 Penalty: 2502.154297
	Iteration 60F: 3 clusters Score -270002.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -270003.656250 Penalty: 2502.154297
	Iteration 61Q: 3 clusters Score -270003.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -270005.437500 Penalty: 2502.154297
	Iteration 62Q: 3 clusters Score -270005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -270006.437500 Penalty: 2502.154297
	Iteration 63Q: 3 clusters Score -270006.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -270007.562500 Penalty: 2502.154297
	Iteration 64Q: 3 clusters Score -270007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -270008.875000 Penalty: 2502.154297
	Iteration 65Q: 3 clusters Score -270008.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -270010.281250 Penalty: 2502.154297
	Iteration 66Q: 3 clusters Score -270010.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -270013.500000 Penalty: 2502.154297
	Iteration 67Q: 3 clusters Score -270013.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -270015.625000 Penalty: 2502.154297
	Iteration 68Q: 3 clusters Score -270015.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -270017.343750 Penalty: 2502.154297
	Iteration 69Q: 3 clusters Score -270017.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -270018.062500 Penalty: 2502.154297
	Iteration 70Q: 3 clusters Score -270018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -270019.125000 Penalty: 2502.154297
	Iteration 71Q: 3 clusters Score -270019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -270019.375000 Penalty: 2502.154297
	Iteration 72Q: 3 clusters Score -270019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -270019.812500 Penalty: 2502.154297
	Iteration 73Q: 3 clusters Score -270019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -270020.343750 Penalty: 2502.154297
	Iteration 74Q: 3 clusters Score -270020.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -270021.656250 Penalty: 2502.154297
	Iteration 75Q: 3 clusters Score -270021.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -270022.312500 Penalty: 2502.154297
	Iteration 76Q: 3 clusters Score -270022.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -270023.406250 Penalty: 2502.154297
	Iteration 77Q: 3 clusters Score -270023.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -270024.625000 Penalty: 2502.154297
	Iteration 78Q: 3 clusters Score -270024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -270025.125000 Penalty: 2502.154297
	Iteration 79Q: 3 clusters Score -270025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -270025.875000 Penalty: 2502.154297
	Iteration 80F: 3 clusters Score -270025.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -270026.843750 Penalty: 2502.154297
	Iteration 81Q: 3 clusters Score -270026.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -270027.187500 Penalty: 2502.154297
	Iteration 82Q: 3 clusters Score -270027.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -270027.187500 Penalty: 2502.154297
	Iteration 83F: 3 clusters Score -270027.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Entering Unmasked Estep 
Score: -5020856.000000 Penalty: 1723.465576
	Iteration 0F: 2 clusters Score -5020856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4993755.500000 Penalty: 3446.931152
	Iteration 0F: 3 clusters Score -4993756 nChanged 18864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -5004310.000000 Penalty: 3446.931152
	Iteration 1F: 3 clusters Score -5004310 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -5004802.500000 Penalty: 3446.931152
	Iteration 2Q: 3 clusters Score -5004802 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -5005324.500000 Penalty: 3446.931152
	Iteration 3Q: 3 clusters Score -5005324 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -5005846.500000 Penalty: 3446.931152
	Iteration 4Q: 3 clusters Score -5005846 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -5006591.000000 Penalty: 3446.931152
	Iteration 5Q: 3 clusters Score -5006591 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -5007678.000000 Penalty: 3446.931152
	Iteration 6F: 3 clusters Score -5007678 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -5009248.000000 Penalty: 3446.931152
	Iteration 7F: 3 clusters Score -5009248 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -5011337.000000 Penalty: 3446.931152
	Iteration 8F: 3 clusters Score -5011337 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -5013704.000000 Penalty: 3446.931152
	Iteration 9F: 3 clusters Score -5013704 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -5016006.500000 Penalty: 3446.931152
	Iteration 10F: 3 clusters Score -5016006 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -5017739.000000 Penalty: 3446.931152
	Iteration 11Q: 3 clusters Score -5017739 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -5018645.000000 Penalty: 3446.931152
	Iteration 12Q: 3 clusters Score -5018645 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -5019004.000000 Penalty: 3446.931152
	Iteration 13Q: 3 clusters Score -5019004 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -5019165.000000 Penalty: 3446.931152
	Iteration 14Q: 3 clusters Score -5019165 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -5019237.000000 Penalty: 3446.931152
	Iteration 15Q: 3 clusters Score -5019237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -5019277.500000 Penalty: 3446.931152
	Iteration 16Q: 3 clusters Score -5019278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -5019315.000000 Penalty: 3446.931152
	Iteration 17Q: 3 clusters Score -5019315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -5019335.500000 Penalty: 3446.931152
	Iteration 18Q: 3 clusters Score -5019336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -5019354.500000 Penalty: 3446.931152
	Iteration 19Q: 3 clusters Score -5019354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -5019364.000000 Penalty: 3446.931152
	Iteration 20F: 3 clusters Score -5019364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5019364.500000 Penalty: 3446.931152
	Iteration 21Q: 3 clusters Score -5019364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -5019370.000000 Penalty: 3446.931152
	Iteration 22Q: 3 clusters Score -5019370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5019381.000000 Penalty: 3446.931152
	Iteration 23Q: 3 clusters Score -5019381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -5019378.500000 Penalty: 3446.931152
	Iteration 24Q: 3 clusters Score -5019378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -5019390.000000 Penalty: 3446.931152
	Iteration 25Q: 3 clusters Score -5019390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -5019389.000000 Penalty: 3446.931152
	Iteration 26Q: 3 clusters Score -5019389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -5019389.000000 Penalty: 3446.931152
	Iteration 27F: 3 clusters Score -5019389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Entering Unmasked Estep 
Score: -416327.187500 Penalty: 1327.379028
	Iteration 0F: 2 clusters Score -416327.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -413254.906250 Penalty: 2654.758057
	Iteration 0F: 3 clusters Score -413254.9 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -414040.937500 Penalty: 2654.758057
	Iteration 1F: 3 clusters Score -414040.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -414167.750000 Penalty: 2654.758057
	Iteration 2F: 3 clusters Score -414167.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -414232.218750 Penalty: 2654.758057
	Iteration 3Q: 3 clusters Score -414232.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -414276.250000 Penalty: 2654.758057
	Iteration 4Q: 3 clusters Score -414276.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -414307.937500 Penalty: 2654.758057
	Iteration 5Q: 3 clusters Score -414307.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -414338.187500 Penalty: 2654.758057
	Iteration 6Q: 3 clusters Score -414338.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -414365.750000 Penalty: 2654.758057
	Iteration 7Q: 3 clusters Score -414365.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -414389.843750 Penalty: 2654.758057
	Iteration 8Q: 3 clusters Score -414389.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -414413.718750 Penalty: 2654.758057
	Iteration 9Q: 3 clusters Score -414413.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -414444.125000 Penalty: 2654.758057
	Iteration 10Q: 3 clusters Score -414444.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -414473.812500 Penalty: 2654.758057
	Iteration 11Q: 3 clusters Score -414473.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -414508.875000 Penalty: 2654.758057
	Iteration 12Q: 3 clusters Score -414508.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -414551.343750 Penalty: 2654.758057
	Iteration 13Q: 3 clusters Score -414551.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -414597.906250 Penalty: 2654.758057
	Iteration 14Q: 3 clusters Score -414597.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -414645.656250 Penalty: 2654.758057
	Iteration 15Q: 3 clusters Score -414645.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -414691.781250 Penalty: 2654.758057
	Iteration 16Q: 3 clusters Score -414691.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -414753.375000 Penalty: 2654.758057
	Iteration 17Q: 3 clusters Score -414753.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -414799.031250 Penalty: 2654.758057
	Iteration 18Q: 3 clusters Score -414799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -414837.250000 Penalty: 2654.758057
	Iteration 19Q: 3 clusters Score -414837.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -414870.281250 Penalty: 2654.758057
	Iteration 20F: 3 clusters Score -414870.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -414907.593750 Penalty: 2654.758057
	Iteration 21Q: 3 clusters Score -414907.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -414953.000000 Penalty: 2654.758057
	Iteration 22Q: 3 clusters Score -414953 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -414997.593750 Penalty: 2654.758057
	Iteration 23Q: 3 clusters Score -414997.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -415035.781250 Penalty: 2654.758057
	Iteration 24Q: 3 clusters Score -415035.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -415082.062500 Penalty: 2654.758057
	Iteration 25Q: 3 clusters Score -415082.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -415119.281250 Penalty: 2654.758057
	Iteration 26Q: 3 clusters Score -415119.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -415145.968750 Penalty: 2654.758057
	Iteration 27Q: 3 clusters Score -415146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -415181.531250 Penalty: 2654.758057
	Iteration 28Q: 3 clusters Score -415181.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -415209.812500 Penalty: 2654.758057
	Iteration 29Q: 3 clusters Score -415209.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -415229.281250 Penalty: 2654.758057
	Iteration 30Q: 3 clusters Score -415229.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -415246.187500 Penalty: 2654.758057
	Iteration 31Q: 3 clusters Score -415246.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -415257.093750 Penalty: 2654.758057
	Iteration 32Q: 3 clusters Score -415257.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -415262.656250 Penalty: 2654.758057
	Iteration 33Q: 3 clusters Score -415262.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -415267.218750 Penalty: 2654.758057
	Iteration 34Q: 3 clusters Score -415267.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -415269.968750 Penalty: 2654.758057
	Iteration 35Q: 3 clusters Score -415270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -415275.906250 Penalty: 2654.758057
	Iteration 36Q: 3 clusters Score -415275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -415281.062500 Penalty: 2654.758057
	Iteration 37Q: 3 clusters Score -415281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -415284.312500 Penalty: 2654.758057
	Iteration 38Q: 3 clusters Score -415284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -415287.031250 Penalty: 2654.758057
	Iteration 39Q: 3 clusters Score -415287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -415287.937500 Penalty: 2654.758057
	Iteration 40F: 3 clusters Score -415287.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -415289.718750 Penalty: 2654.758057
	Iteration 41Q: 3 clusters Score -415289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -415289.687500 Penalty: 2654.758057
	Iteration 42Q: 3 clusters Score -415289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -415291.406250 Penalty: 2654.758057
	Iteration 43Q: 3 clusters Score -415291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -415294.062500 Penalty: 2654.758057
	Iteration 44Q: 3 clusters Score -415294.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -415296.062500 Penalty: 2654.758057
	Iteration 45Q: 3 clusters Score -415296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -415297.968750 Penalty: 2654.758057
	Iteration 46Q: 3 clusters Score -415298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -415297.968750 Penalty: 2654.758057
	Iteration 47F: 3 clusters Score -415298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Entering Unmasked Estep 
Score: -684812.125000 Penalty: 1401.031738
	Iteration 0F: 2 clusters Score -684812.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -680431.687500 Penalty: 2802.063477
	Iteration 0F: 3 clusters Score -680431.7 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -681714.375000 Penalty: 2802.063477
	Iteration 1F: 3 clusters Score -681714.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -681898.250000 Penalty: 2802.063477
	Iteration 2F: 3 clusters Score -681898.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -682019.000000 Penalty: 2802.063477
	Iteration 3F: 3 clusters Score -682019 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -682133.500000 Penalty: 2802.063477
	Iteration 4Q: 3 clusters Score -682133.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -682239.437500 Penalty: 2802.063477
	Iteration 5Q: 3 clusters Score -682239.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -682359.437500 Penalty: 2802.063477
	Iteration 6Q: 3 clusters Score -682359.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -682499.812500 Penalty: 2802.063477
	Iteration 7Q: 3 clusters Score -682499.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -682624.250000 Penalty: 2802.063477
	Iteration 8Q: 3 clusters Score -682624.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -682741.312500 Penalty: 2802.063477
	Iteration 9Q: 3 clusters Score -682741.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -682853.937500 Penalty: 2802.063477
	Iteration 10Q: 3 clusters Score -682853.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -682982.750000 Penalty: 2802.063477
	Iteration 11Q: 3 clusters Score -682982.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -683116.437500 Penalty: 2802.063477
	Iteration 12Q: 3 clusters Score -683116.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -683222.375000 Penalty: 2802.063477
	Iteration 13Q: 3 clusters Score -683222.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -683308.562500 Penalty: 2802.063477
	Iteration 14Q: 3 clusters Score -683308.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -683371.437500 Penalty: 2802.063477
	Iteration 15Q: 3 clusters Score -683371.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -683415.562500 Penalty: 2802.063477
	Iteration 16Q: 3 clusters Score -683415.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -683448.312500 Penalty: 2802.063477
	Iteration 17Q: 3 clusters Score -683448.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -683470.562500 Penalty: 2802.063477
	Iteration 18Q: 3 clusters Score -683470.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -683488.812500 Penalty: 2802.063477
	Iteration 19Q: 3 clusters Score -683488.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -683506.375000 Penalty: 2802.063477
	Iteration 20F: 3 clusters Score -683506.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -683516.062500 Penalty: 2802.063477
	Iteration 21Q: 3 clusters Score -683516.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -683525.750000 Penalty: 2802.063477
	Iteration 22Q: 3 clusters Score -683525.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -683537.000000 Penalty: 2802.063477
	Iteration 23Q: 3 clusters Score -683537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -683546.500000 Penalty: 2802.063477
	Iteration 24Q: 3 clusters Score -683546.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -683555.437500 Penalty: 2802.063477
	Iteration 25Q: 3 clusters Score -683555.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -683561.625000 Penalty: 2802.063477
	Iteration 26Q: 3 clusters Score -683561.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -683566.500000 Penalty: 2802.063477
	Iteration 27Q: 3 clusters Score -683566.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -683576.500000 Penalty: 2802.063477
	Iteration 28Q: 3 clusters Score -683576.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -683590.187500 Penalty: 2802.063477
	Iteration 29Q: 3 clusters Score -683590.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -683606.125000 Penalty: 2802.063477
	Iteration 30Q: 3 clusters Score -683606.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -683619.500000 Penalty: 2802.063477
	Iteration 31Q: 3 clusters Score -683619.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -683634.187500 Penalty: 2802.063477
	Iteration 32Q: 3 clusters Score -683634.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -683644.937500 Penalty: 2802.063477
	Iteration 33Q: 3 clusters Score -683644.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -683649.750000 Penalty: 2802.063477
	Iteration 34Q: 3 clusters Score -683649.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -683659.187500 Penalty: 2802.063477
	Iteration 35Q: 3 clusters Score -683659.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -683664.562500 Penalty: 2802.063477
	Iteration 36Q: 3 clusters Score -683664.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -683669.187500 Penalty: 2802.063477
	Iteration 37Q: 3 clusters Score -683669.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -683674.437500 Penalty: 2802.063477
	Iteration 38Q: 3 clusters Score -683674.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -683678.187500 Penalty: 2802.063477
	Iteration 39Q: 3 clusters Score -683678.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -683681.000000 Penalty: 2802.063477
	Iteration 40F: 3 clusters Score -683681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -683681.812500 Penalty: 2802.063477
	Iteration 41Q: 3 clusters Score -683681.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -683686.937500 Penalty: 2802.063477
	Iteration 42Q: 3 clusters Score -683686.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -683688.562500 Penalty: 2802.063477
	Iteration 43Q: 3 clusters Score -683688.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -683695.062500 Penalty: 2802.063477
	Iteration 44Q: 3 clusters Score -683695.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -683699.125000 Penalty: 2802.063477
	Iteration 45Q: 3 clusters Score -683699.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -683702.312500 Penalty: 2802.063477
	Iteration 46Q: 3 clusters Score -683702.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -683705.312500 Penalty: 2802.063477
	Iteration 47Q: 3 clusters Score -683705.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -683706.062500 Penalty: 2802.063477
	Iteration 48Q: 3 clusters Score -683706.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -683706.812500 Penalty: 2802.063477
	Iteration 49Q: 3 clusters Score -683706.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -683708.000000 Penalty: 2802.063477
	Iteration 50Q: 3 clusters Score -683708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -683708.562500 Penalty: 2802.063477
	Iteration 51Q: 3 clusters Score -683708.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -683711.750000 Penalty: 2802.063477
	Iteration 52Q: 3 clusters Score -683711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -683714.312500 Penalty: 2802.063477
	Iteration 53Q: 3 clusters Score -683714.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -683715.625000 Penalty: 2802.063477
	Iteration 54Q: 3 clusters Score -683715.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -683716.125000 Penalty: 2802.063477
	Iteration 55Q: 3 clusters Score -683716.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -683718.812500 Penalty: 2802.063477
	Iteration 56Q: 3 clusters Score -683718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -683718.562500 Penalty: 2802.063477
	Iteration 57Q: 3 clusters Score -683718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -683719.562500 Penalty: 2802.063477
	Iteration 58Q: 3 clusters Score -683719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -683720.875000 Penalty: 2802.063477
	Iteration 59Q: 3 clusters Score -683720.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -683721.750000 Penalty: 2802.063477
	Iteration 60F: 3 clusters Score -683721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -683720.875000 Penalty: 2802.063477
	Iteration 61Q: 3 clusters Score -683720.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -683722.312500 Penalty: 2802.063477
	Iteration 62Q: 3 clusters Score -683722.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -683723.562500 Penalty: 2802.063477
	Iteration 63Q: 3 clusters Score -683723.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -683725.687500 Penalty: 2802.063477
	Iteration 64Q: 3 clusters Score -683725.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -683727.750000 Penalty: 2802.063477
	Iteration 65Q: 3 clusters Score -683727.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -683729.500000 Penalty: 2802.063477
	Iteration 66Q: 3 clusters Score -683729.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -683732.187500 Penalty: 2802.063477
	Iteration 67Q: 3 clusters Score -683732.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -683731.875000 Penalty: 2802.063477
	Iteration 68Q: 3 clusters Score -683731.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -683734.187500 Penalty: 2802.063477
	Iteration 69Q: 3 clusters Score -683734.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -683737.187500 Penalty: 2802.063477
	Iteration 70Q: 3 clusters Score -683737.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -683737.312500 Penalty: 2802.063477
	Iteration 71Q: 3 clusters Score -683737.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -683738.000000 Penalty: 2802.063477
	Iteration 72Q: 3 clusters Score -683738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -683739.687500 Penalty: 2802.063477
	Iteration 73Q: 3 clusters Score -683739.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -683739.687500 Penalty: 2802.063477
	Iteration 74F: 3 clusters Score -683739.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Entering Unmasked Estep 
Score: -1357470.750000 Penalty: 1508.492920
	Iteration 0F: 2 clusters Score -1357471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1349830.875000 Penalty: 3016.985840
	Iteration 0F: 3 clusters Score -1349831 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1352330.000000 Penalty: 3016.985840
	Iteration 1F: 3 clusters Score -1352330 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1352562.250000 Penalty: 3016.985840
	Iteration 2F: 3 clusters Score -1352562 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1352705.750000 Penalty: 3016.985840
	Iteration 3Q: 3 clusters Score -1352706 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1352822.750000 Penalty: 3016.985840
	Iteration 4Q: 3 clusters Score -1352823 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1352900.625000 Penalty: 3016.985840
	Iteration 5Q: 3 clusters Score -1352901 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1352956.625000 Penalty: 3016.985840
	Iteration 6Q: 3 clusters Score -1352957 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1353008.875000 Penalty: 3016.985840
	Iteration 7Q: 3 clusters Score -1353009 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1353063.000000 Penalty: 3016.985840
	Iteration 8Q: 3 clusters Score -1353063 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1353110.125000 Penalty: 3016.985840
	Iteration 9Q: 3 clusters Score -1353110 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1353162.500000 Penalty: 3016.985840
	Iteration 10Q: 3 clusters Score -1353162 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1353212.875000 Penalty: 3016.985840
	Iteration 11Q: 3 clusters Score -1353213 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1353278.375000 Penalty: 3016.985840
	Iteration 12Q: 3 clusters Score -1353278 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1353351.000000 Penalty: 3016.985840
	Iteration 13Q: 3 clusters Score -1353351 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1353458.250000 Penalty: 3016.985840
	Iteration 14Q: 3 clusters Score -1353458 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1353583.500000 Penalty: 3016.985840
	Iteration 15Q: 3 clusters Score -1353584 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1353714.500000 Penalty: 3016.985840
	Iteration 16Q: 3 clusters Score -1353714 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1353869.375000 Penalty: 3016.985840
	Iteration 17Q: 3 clusters Score -1353869 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1354030.250000 Penalty: 3016.985840
	Iteration 18Q: 3 clusters Score -1354030 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1354217.750000 Penalty: 3016.985840
	Iteration 19Q: 3 clusters Score -1354218 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1354422.875000 Penalty: 3016.985840
	Iteration 20F: 3 clusters Score -1354423 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1354609.750000 Penalty: 3016.985840
	Iteration 21Q: 3 clusters Score -1354610 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1354737.000000 Penalty: 3016.985840
	Iteration 22Q: 3 clusters Score -1354737 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1354804.750000 Penalty: 3016.985840
	Iteration 23Q: 3 clusters Score -1354805 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1354857.250000 Penalty: 3016.985840
	Iteration 24Q: 3 clusters Score -1354857 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1354886.250000 Penalty: 3016.985840
	Iteration 25Q: 3 clusters Score -1354886 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1354910.125000 Penalty: 3016.985840
	Iteration 26Q: 3 clusters Score -1354910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1354924.125000 Penalty: 3016.985840
	Iteration 27Q: 3 clusters Score -1354924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1354936.625000 Penalty: 3016.985840
	Iteration 28Q: 3 clusters Score -1354937 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1354949.750000 Penalty: 3016.985840
	Iteration 29Q: 3 clusters Score -1354950 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1354967.000000 Penalty: 3016.985840
	Iteration 30Q: 3 clusters Score -1354967 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1354983.000000 Penalty: 3016.985840
	Iteration 31Q: 3 clusters Score -1354983 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1354994.875000 Penalty: 3016.985840
	Iteration 32Q: 3 clusters Score -1354995 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1355006.750000 Penalty: 3016.985840
	Iteration 33Q: 3 clusters Score -1355007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1355014.750000 Penalty: 3016.985840
	Iteration 34Q: 3 clusters Score -1355015 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1355022.625000 Penalty: 3016.985840
	Iteration 35Q: 3 clusters Score -1355023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1355035.250000 Penalty: 3016.985840
	Iteration 36Q: 3 clusters Score -1355035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1355038.125000 Penalty: 3016.985840
	Iteration 37Q: 3 clusters Score -1355038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1355047.625000 Penalty: 3016.985840
	Iteration 38Q: 3 clusters Score -1355048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1355054.625000 Penalty: 3016.985840
	Iteration 39Q: 3 clusters Score -1355055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1355054.750000 Penalty: 3016.985840
	Iteration 40F: 3 clusters Score -1355055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1355064.250000 Penalty: 3016.985840
	Iteration 41Q: 3 clusters Score -1355064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1355064.875000 Penalty: 3016.985840
	Iteration 42Q: 3 clusters Score -1355065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1355072.000000 Penalty: 3016.985840
	Iteration 43Q: 3 clusters Score -1355072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1355075.875000 Penalty: 3016.985840
	Iteration 44Q: 3 clusters Score -1355076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1355076.375000 Penalty: 3016.985840
	Iteration 45Q: 3 clusters Score -1355076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1355080.000000 Penalty: 3016.985840
	Iteration 46Q: 3 clusters Score -1355080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1355086.500000 Penalty: 3016.985840
	Iteration 47Q: 3 clusters Score -1355086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1355093.500000 Penalty: 3016.985840
	Iteration 48Q: 3 clusters Score -1355094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1355100.375000 Penalty: 3016.985840
	Iteration 49Q: 3 clusters Score -1355100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1355105.750000 Penalty: 3016.985840
	Iteration 50Q: 3 clusters Score -1355106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1355117.000000 Penalty: 3016.985840
	Iteration 51Q: 3 clusters Score -1355117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1355132.000000 Penalty: 3016.985840
	Iteration 52Q: 3 clusters Score -1355132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1355148.250000 Penalty: 3016.985840
	Iteration 53Q: 3 clusters Score -1355148 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1355163.375000 Penalty: 3016.985840
	Iteration 54Q: 3 clusters Score -1355163 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1355182.375000 Penalty: 3016.985840
	Iteration 55Q: 3 clusters Score -1355182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1355202.750000 Penalty: 3016.985840
	Iteration 56Q: 3 clusters Score -1355203 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1355227.500000 Penalty: 3016.985840
	Iteration 57Q: 3 clusters Score -1355228 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1355246.000000 Penalty: 3016.985840
	Iteration 58Q: 3 clusters Score -1355246 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1355266.000000 Penalty: 3016.985840
	Iteration 59Q: 3 clusters Score -1355266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1355279.625000 Penalty: 3016.985840
	Iteration 60F: 3 clusters Score -1355280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1355298.500000 Penalty: 3016.985840
	Iteration 61Q: 3 clusters Score -1355298 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1355317.875000 Penalty: 3016.985840
	Iteration 62Q: 3 clusters Score -1355318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1355330.875000 Penalty: 3016.985840
	Iteration 63Q: 3 clusters Score -1355331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1355350.625000 Penalty: 3016.985840
	Iteration 64Q: 3 clusters Score -1355351 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1355372.375000 Penalty: 3016.985840
	Iteration 65Q: 3 clusters Score -1355372 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1355397.125000 Penalty: 3016.985840
	Iteration 66Q: 3 clusters Score -1355397 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1355418.875000 Penalty: 3016.985840
	Iteration 67Q: 3 clusters Score -1355419 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1355442.875000 Penalty: 3016.985840
	Iteration 68Q: 3 clusters Score -1355443 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1355462.375000 Penalty: 3016.985840
	Iteration 69Q: 3 clusters Score -1355462 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1355479.000000 Penalty: 3016.985840
	Iteration 70Q: 3 clusters Score -1355479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1355509.000000 Penalty: 3016.985840
	Iteration 71Q: 3 clusters Score -1355509 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1355531.875000 Penalty: 3016.985840
	Iteration 72Q: 3 clusters Score -1355532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1355555.375000 Penalty: 3016.985840
	Iteration 73Q: 3 clusters Score -1355555 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1355565.125000 Penalty: 3016.985840
	Iteration 74Q: 3 clusters Score -1355565 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1355582.375000 Penalty: 3016.985840
	Iteration 75Q: 3 clusters Score -1355582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1355602.250000 Penalty: 3016.985840
	Iteration 76Q: 3 clusters Score -1355602 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1355617.250000 Penalty: 3016.985840
	Iteration 77Q: 3 clusters Score -1355617 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1355631.250000 Penalty: 3016.985840
	Iteration 78Q: 3 clusters Score -1355631 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1355646.250000 Penalty: 3016.985840
	Iteration 79Q: 3 clusters Score -1355646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1355659.000000 Penalty: 3016.985840
	Iteration 80F: 3 clusters Score -1355659 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1355672.625000 Penalty: 3016.985840
	Iteration 81Q: 3 clusters Score -1355673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1355684.000000 Penalty: 3016.985840
	Iteration 82Q: 3 clusters Score -1355684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1355699.500000 Penalty: 3016.985840
	Iteration 83Q: 3 clusters Score -1355700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1355707.250000 Penalty: 3016.985840
	Iteration 84Q: 3 clusters Score -1355707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1355713.625000 Penalty: 3016.985840
	Iteration 85Q: 3 clusters Score -1355714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1355720.875000 Penalty: 3016.985840
	Iteration 86Q: 3 clusters Score -1355721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1355724.125000 Penalty: 3016.985840
	Iteration 87Q: 3 clusters Score -1355724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1355728.500000 Penalty: 3016.985840
	Iteration 88Q: 3 clusters Score -1355728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1355734.625000 Penalty: 3016.985840
	Iteration 89Q: 3 clusters Score -1355735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1355744.250000 Penalty: 3016.985840
	Iteration 90Q: 3 clusters Score -1355744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1355747.125000 Penalty: 3016.985840
	Iteration 91Q: 3 clusters Score -1355747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1355759.500000 Penalty: 3016.985840
	Iteration 92Q: 3 clusters Score -1355760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1355766.125000 Penalty: 3016.985840
	Iteration 93Q: 3 clusters Score -1355766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1355778.875000 Penalty: 3016.985840
	Iteration 94Q: 3 clusters Score -1355779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1355787.375000 Penalty: 3016.985840
	Iteration 95Q: 3 clusters Score -1355787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1355788.875000 Penalty: 3016.985840
	Iteration 96Q: 3 clusters Score -1355789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1355789.625000 Penalty: 3016.985840
	Iteration 97Q: 3 clusters Score -1355790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1355793.375000 Penalty: 3016.985840
	Iteration 98Q: 3 clusters Score -1355793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1355790.625000 Penalty: 3016.985840
	Iteration 99Q: 3 clusters Score -1355791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1355790.000000 Penalty: 3016.985840
	Iteration 100F: 3 clusters Score -1355790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1355793.375000 Penalty: 3016.985840
	Iteration 101Q: 3 clusters Score -1355793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1355793.375000 Penalty: 3016.985840
	Iteration 102F: 3 clusters Score -1355793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -37638.335938 Penalty: 970.330078
	Iteration 0F: 2 clusters Score -37638.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36731.667969 Penalty: 1940.660156
	Iteration 0F: 3 clusters Score -36731.67 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36983.808594 Penalty: 1940.660156
	Iteration 1F: 3 clusters Score -36983.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37215.355469 Penalty: 1940.660156
	Iteration 2F: 3 clusters Score -37215.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -37299.093750 Penalty: 1940.660156
	Iteration 3F: 3 clusters Score -37299.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -37380.976562 Penalty: 1940.660156
	Iteration 4Q: 3 clusters Score -37380.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -37448.011719 Penalty: 1940.660156
	Iteration 5Q: 3 clusters Score -37448.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -37456.839844 Penalty: 1940.660156
	Iteration 6Q: 3 clusters Score -37456.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -37463.648438 Penalty: 1940.660156
	Iteration 7Q: 3 clusters Score -37463.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -37473.011719 Penalty: 1940.660156
	Iteration 8Q: 3 clusters Score -37473.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -37488.902344 Penalty: 1940.660156
	Iteration 9Q: 3 clusters Score -37488.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -37488.902344 Penalty: 1940.660156
	Iteration 10F: 3 clusters Score -37488.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Entering Unmasked Estep 
Score: -2201686.500000 Penalty: 1586.817383
	Iteration 0F: 2 clusters Score -2201686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2189714.500000 Penalty: 3173.634766
	Iteration 0F: 3 clusters Score -2189714 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2193727.500000 Penalty: 3173.634766
	Iteration 1F: 3 clusters Score -2193728 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2193994.500000 Penalty: 3173.634766
	Iteration 2Q: 3 clusters Score -2193994 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2194204.250000 Penalty: 3173.634766
	Iteration 3Q: 3 clusters Score -2194204 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2194374.000000 Penalty: 3173.634766
	Iteration 4Q: 3 clusters Score -2194374 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2194508.000000 Penalty: 3173.634766
	Iteration 5Q: 3 clusters Score -2194508 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2194632.750000 Penalty: 3173.634766
	Iteration 6Q: 3 clusters Score -2194633 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2194736.750000 Penalty: 3173.634766
	Iteration 7Q: 3 clusters Score -2194737 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2194822.750000 Penalty: 3173.634766
	Iteration 8Q: 3 clusters Score -2194823 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2194912.750000 Penalty: 3173.634766
	Iteration 9Q: 3 clusters Score -2194913 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2195047.000000 Penalty: 3173.634766
	Iteration 10Q: 3 clusters Score -2195047 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2195220.500000 Penalty: 3173.634766
	Iteration 11Q: 3 clusters Score -2195220 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2195480.500000 Penalty: 3173.634766
	Iteration 12Q: 3 clusters Score -2195480 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2195820.750000 Penalty: 3173.634766
	Iteration 13Q: 3 clusters Score -2195821 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2196343.500000 Penalty: 3173.634766
	Iteration 14F: 3 clusters Score -2196344 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2197060.750000 Penalty: 3173.634766
	Iteration 15F: 3 clusters Score -2197061 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2197895.750000 Penalty: 3173.634766
	Iteration 16F: 3 clusters Score -2197896 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2198718.750000 Penalty: 3173.634766
	Iteration 17F: 3 clusters Score -2198719 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2199370.500000 Penalty: 3173.634766
	Iteration 18Q: 3 clusters Score -2199370 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2199787.500000 Penalty: 3173.634766
	Iteration 19Q: 3 clusters Score -2199788 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2200010.000000 Penalty: 3173.634766
	Iteration 20F: 3 clusters Score -2200010 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2200145.500000 Penalty: 3173.634766
	Iteration 21Q: 3 clusters Score -2200146 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2200224.500000 Penalty: 3173.634766
	Iteration 22Q: 3 clusters Score -2200224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2200283.250000 Penalty: 3173.634766
	Iteration 23Q: 3 clusters Score -2200283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2200319.250000 Penalty: 3173.634766
	Iteration 24Q: 3 clusters Score -2200319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2200330.250000 Penalty: 3173.634766
	Iteration 25Q: 3 clusters Score -2200330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2200335.500000 Penalty: 3173.634766
	Iteration 26Q: 3 clusters Score -2200336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2200344.250000 Penalty: 3173.634766
	Iteration 27Q: 3 clusters Score -2200344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2200345.750000 Penalty: 3173.634766
	Iteration 28Q: 3 clusters Score -2200346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2200348.500000 Penalty: 3173.634766
	Iteration 29Q: 3 clusters Score -2200348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2200353.250000 Penalty: 3173.634766
	Iteration 30Q: 3 clusters Score -2200353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2200356.250000 Penalty: 3173.634766
	Iteration 31Q: 3 clusters Score -2200356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2200361.500000 Penalty: 3173.634766
	Iteration 32Q: 3 clusters Score -2200362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2200362.500000 Penalty: 3173.634766
	Iteration 33Q: 3 clusters Score -2200362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2200364.000000 Penalty: 3173.634766
	Iteration 34Q: 3 clusters Score -2200364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2200364.000000 Penalty: 3173.634766
	Iteration 35F: 3 clusters Score -2200364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Entering Unmasked Estep 
Score: -1771573.250000 Penalty: 1559.252319
	Iteration 0F: 2 clusters Score -1771573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1761358.500000 Penalty: 3118.504639
	Iteration 0F: 3 clusters Score -1761358 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1764874.500000 Penalty: 3118.504639
	Iteration 1F: 3 clusters Score -1764874 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1765164.750000 Penalty: 3118.504639
	Iteration 2F: 3 clusters Score -1765165 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1765348.250000 Penalty: 3118.504639
	Iteration 3Q: 3 clusters Score -1765348 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1765524.625000 Penalty: 3118.504639
	Iteration 4Q: 3 clusters Score -1765525 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1765686.875000 Penalty: 3118.504639
	Iteration 5Q: 3 clusters Score -1765687 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1765874.875000 Penalty: 3118.504639
	Iteration 6Q: 3 clusters Score -1765875 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1766094.375000 Penalty: 3118.504639
	Iteration 7Q: 3 clusters Score -1766094 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1766447.375000 Penalty: 3118.504639
	Iteration 8Q: 3 clusters Score -1766447 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1767008.375000 Penalty: 3118.504639
	Iteration 9F: 3 clusters Score -1767008 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1767701.375000 Penalty: 3118.504639
	Iteration 10F: 3 clusters Score -1767701 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1768447.500000 Penalty: 3118.504639
	Iteration 11F: 3 clusters Score -1768448 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1769151.750000 Penalty: 3118.504639
	Iteration 12F: 3 clusters Score -1769152 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1769680.750000 Penalty: 3118.504639
	Iteration 13Q: 3 clusters Score -1769681 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1769940.000000 Penalty: 3118.504639
	Iteration 14Q: 3 clusters Score -1769940 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1770078.500000 Penalty: 3118.504639
	Iteration 15Q: 3 clusters Score -1770078 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1770157.750000 Penalty: 3118.504639
	Iteration 16Q: 3 clusters Score -1770158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1770196.250000 Penalty: 3118.504639
	Iteration 17Q: 3 clusters Score -1770196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1770212.875000 Penalty: 3118.504639
	Iteration 18Q: 3 clusters Score -1770213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1770221.375000 Penalty: 3118.504639
	Iteration 19Q: 3 clusters Score -1770221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1770228.875000 Penalty: 3118.504639
	Iteration 20F: 3 clusters Score -1770229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1770234.000000 Penalty: 3118.504639
	Iteration 21Q: 3 clusters Score -1770234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1770234.375000 Penalty: 3118.504639
	Iteration 22Q: 3 clusters Score -1770234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1770235.125000 Penalty: 3118.504639
	Iteration 23Q: 3 clusters Score -1770235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1770241.125000 Penalty: 3118.504639
	Iteration 24Q: 3 clusters Score -1770241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1770239.625000 Penalty: 3118.504639
	Iteration 25Q: 3 clusters Score -1770240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1770242.625000 Penalty: 3118.504639
	Iteration 26Q: 3 clusters Score -1770243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1770242.000000 Penalty: 3118.504639
	Iteration 27Q: 3 clusters Score -1770242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1770242.000000 Penalty: 3118.504639
	Iteration 28F: 3 clusters Score -1770242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -256643.375000 Penalty: 1246.747437
	Iteration 0F: 2 clusters Score -256643.4 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 1025 members 
Entering Unmasked Estep 
Score: -254448.484375 Penalty: 2493.494873
	Iteration 0F: 3 clusters Score -254448.5 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -254889.187500 Penalty: 2493.494873
	Iteration 1F: 3 clusters Score -254889.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -255011.921875 Penalty: 2493.494873
	Iteration 2F: 3 clusters Score -255011.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -255078.968750 Penalty: 2493.494873
	Iteration 3Q: 3 clusters Score -255079 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -255126.531250 Penalty: 2493.494873
	Iteration 4Q: 3 clusters Score -255126.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -255167.750000 Penalty: 2493.494873
	Iteration 5Q: 3 clusters Score -255167.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -255201.781250 Penalty: 2493.494873
	Iteration 6Q: 3 clusters Score -255201.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -255228.718750 Penalty: 2493.494873
	Iteration 7Q: 3 clusters Score -255228.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -255250.453125 Penalty: 2493.494873
	Iteration 8Q: 3 clusters Score -255250.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -255272.046875 Penalty: 2493.494873
	Iteration 9Q: 3 clusters Score -255272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -255296.968750 Penalty: 2493.494873
	Iteration 10Q: 3 clusters Score -255297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -255323.437500 Penalty: 2493.494873
	Iteration 11Q: 3 clusters Score -255323.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -255349.062500 Penalty: 2493.494873
	Iteration 12Q: 3 clusters Score -255349.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -255369.828125 Penalty: 2493.494873
	Iteration 13Q: 3 clusters Score -255369.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -255388.640625 Penalty: 2493.494873
	Iteration 14Q: 3 clusters Score -255388.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -255407.312500 Penalty: 2493.494873
	Iteration 15Q: 3 clusters Score -255407.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -255422.609375 Penalty: 2493.494873
	Iteration 16Q: 3 clusters Score -255422.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -255436.078125 Penalty: 2493.494873
	Iteration 17Q: 3 clusters Score -255436.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -255445.875000 Penalty: 2493.494873
	Iteration 18Q: 3 clusters Score -255445.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -255460.312500 Penalty: 2493.494873
	Iteration 19Q: 3 clusters Score -255460.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -255467.937500 Penalty: 2493.494873
	Iteration 20F: 3 clusters Score -255467.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -255471.328125 Penalty: 2493.494873
	Iteration 21Q: 3 clusters Score -255471.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -255473.812500 Penalty: 2493.494873
	Iteration 22Q: 3 clusters Score -255473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -255477.406250 Penalty: 2493.494873
	Iteration 23Q: 3 clusters Score -255477.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -255480.484375 Penalty: 2493.494873
	Iteration 24Q: 3 clusters Score -255480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -255484.906250 Penalty: 2493.494873
	Iteration 25Q: 3 clusters Score -255484.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -255488.781250 Penalty: 2493.494873
	Iteration 26Q: 3 clusters Score -255488.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -255494.437500 Penalty: 2493.494873
	Iteration 27Q: 3 clusters Score -255494.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -255499.812500 Penalty: 2493.494873
	Iteration 28Q: 3 clusters Score -255499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -255503.640625 Penalty: 2493.494873
	Iteration 29Q: 3 clusters Score -255503.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -255507.562500 Penalty: 2493.494873
	Iteration 30Q: 3 clusters Score -255507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -255509.828125 Penalty: 2493.494873
	Iteration 31Q: 3 clusters Score -255509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -255510.062500 Penalty: 2493.494873
	Iteration 32Q: 3 clusters Score -255510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -255509.828125 Penalty: 2493.494873
	Iteration 33Q: 3 clusters Score -255509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -255510.234375 Penalty: 2493.494873
	Iteration 34Q: 3 clusters Score -255510.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -255510.234375 Penalty: 2493.494873
	Iteration 35F: 3 clusters Score -255510.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -460541.375000 Penalty: 1336.339355
	Iteration 0F: 2 clusters Score -460541.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -457414.906250 Penalty: 2672.678711
	Iteration 0F: 3 clusters Score -457414.9 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -458195.968750 Penalty: 2672.678711
	Iteration 1F: 3 clusters Score -458196 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -458378.062500 Penalty: 2672.678711
	Iteration 2F: 3 clusters Score -458378.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -458490.750000 Penalty: 2672.678711
	Iteration 3F: 3 clusters Score -458490.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -458593.531250 Penalty: 2672.678711
	Iteration 4Q: 3 clusters Score -458593.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -458693.250000 Penalty: 2672.678711
	Iteration 5Q: 3 clusters Score -458693.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -458764.093750 Penalty: 2672.678711
	Iteration 6Q: 3 clusters Score -458764.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -458830.906250 Penalty: 2672.678711
	Iteration 7Q: 3 clusters Score -458830.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -458908.656250 Penalty: 2672.678711
	Iteration 8Q: 3 clusters Score -458908.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -458986.843750 Penalty: 2672.678711
	Iteration 9Q: 3 clusters Score -458986.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -459071.906250 Penalty: 2672.678711
	Iteration 10Q: 3 clusters Score -459071.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -459166.343750 Penalty: 2672.678711
	Iteration 11Q: 3 clusters Score -459166.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -459251.500000 Penalty: 2672.678711
	Iteration 12Q: 3 clusters Score -459251.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -459332.375000 Penalty: 2672.678711
	Iteration 13Q: 3 clusters Score -459332.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -459412.875000 Penalty: 2672.678711
	Iteration 14Q: 3 clusters Score -459412.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -459474.000000 Penalty: 2672.678711
	Iteration 15Q: 3 clusters Score -459474 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -459530.250000 Penalty: 2672.678711
	Iteration 16Q: 3 clusters Score -459530.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -459571.187500 Penalty: 2672.678711
	Iteration 17Q: 3 clusters Score -459571.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -459596.312500 Penalty: 2672.678711
	Iteration 18Q: 3 clusters Score -459596.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -459613.687500 Penalty: 2672.678711
	Iteration 19Q: 3 clusters Score -459613.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -459621.531250 Penalty: 2672.678711
	Iteration 20F: 3 clusters Score -459621.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -459625.406250 Penalty: 2672.678711
	Iteration 21Q: 3 clusters Score -459625.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -459630.156250 Penalty: 2672.678711
	Iteration 22Q: 3 clusters Score -459630.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -459632.781250 Penalty: 2672.678711
	Iteration 23Q: 3 clusters Score -459632.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -459637.312500 Penalty: 2672.678711
	Iteration 24Q: 3 clusters Score -459637.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -459640.656250 Penalty: 2672.678711
	Iteration 25Q: 3 clusters Score -459640.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -459643.250000 Penalty: 2672.678711
	Iteration 26Q: 3 clusters Score -459643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -459646.437500 Penalty: 2672.678711
	Iteration 27Q: 3 clusters Score -459646.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -459647.031250 Penalty: 2672.678711
	Iteration 28Q: 3 clusters Score -459647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -459647.437500 Penalty: 2672.678711
	Iteration 29Q: 3 clusters Score -459647.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -459647.812500 Penalty: 2672.678711
	Iteration 30Q: 3 clusters Score -459647.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -459647.812500 Penalty: 2672.678711
	Iteration 31F: 3 clusters Score -459647.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -18534.492188 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -18534.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17931.742188 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -17931.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18106.958984 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -18106.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18161.425781 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -18161.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18199.908203 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -18199.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18233.796875 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -18233.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -18252.732422 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -18252.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -18276.757812 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -18276.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -18356.183594 Penalty: 1726.791992
	Iteration 7Q: 3 clusters Score -18356.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -18410.562500 Penalty: 1726.791992
	Iteration 8Q: 3 clusters Score -18410.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -18483.375000 Penalty: 1726.791992
	Iteration 9Q: 3 clusters Score -18483.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -18490.603516 Penalty: 1726.791992
	Iteration 10Q: 3 clusters Score -18490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -18502.316406 Penalty: 1726.791992
	Iteration 11Q: 3 clusters Score -18502.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -18502.316406 Penalty: 1726.791992
	Iteration 12F: 3 clusters Score -18502.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Entering Unmasked Estep 
Score: -4830303.000000 Penalty: 1713.938354
	Iteration 0F: 2 clusters Score -4830303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4804715.000000 Penalty: 3427.876709
	Iteration 0F: 3 clusters Score -4804715 nChanged 17739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -4814802.500000 Penalty: 3427.876709
	Iteration 1F: 3 clusters Score -4814802 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4815394.000000 Penalty: 3427.876709
	Iteration 2Q: 3 clusters Score -4815394 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -4815993.500000 Penalty: 3427.876709
	Iteration 3Q: 3 clusters Score -4815994 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -4816863.000000 Penalty: 3427.876709
	Iteration 4Q: 3 clusters Score -4816863 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -4818185.000000 Penalty: 3427.876709
	Iteration 5F: 3 clusters Score -4818185 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -4820211.000000 Penalty: 3427.876709
	Iteration 6F: 3 clusters Score -4820211 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -4822752.000000 Penalty: 3427.876709
	Iteration 7F: 3 clusters Score -4822752 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -4825299.000000 Penalty: 3427.876709
	Iteration 8F: 3 clusters Score -4825299 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4827145.500000 Penalty: 3427.876709
	Iteration 9F: 3 clusters Score -4827146 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -4828104.000000 Penalty: 3427.876709
	Iteration 10Q: 3 clusters Score -4828104 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -4828478.500000 Penalty: 3427.876709
	Iteration 11Q: 3 clusters Score -4828478 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -4828633.000000 Penalty: 3427.876709
	Iteration 12Q: 3 clusters Score -4828633 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -4828690.000000 Penalty: 3427.876709
	Iteration 13Q: 3 clusters Score -4828690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -4828734.000000 Penalty: 3427.876709
	Iteration 14Q: 3 clusters Score -4828734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -4828757.000000 Penalty: 3427.876709
	Iteration 15Q: 3 clusters Score -4828757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -4828780.000000 Penalty: 3427.876709
	Iteration 16Q: 3 clusters Score -4828780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4828799.000000 Penalty: 3427.876709
	Iteration 17Q: 3 clusters Score -4828799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -4828810.500000 Penalty: 3427.876709
	Iteration 18Q: 3 clusters Score -4828810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -4828823.000000 Penalty: 3427.876709
	Iteration 19Q: 3 clusters Score -4828823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -4828827.000000 Penalty: 3427.876709
	Iteration 20F: 3 clusters Score -4828827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -4828827.500000 Penalty: 3427.876709
	Iteration 21Q: 3 clusters Score -4828828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -4828830.500000 Penalty: 3427.876709
	Iteration 22Q: 3 clusters Score -4828830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -4828837.500000 Penalty: 3427.876709
	Iteration 23Q: 3 clusters Score -4828838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -4828837.500000 Penalty: 3427.876709
	Iteration 24F: 3 clusters Score -4828838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -221705.218750 Penalty: 1217.935181
	Iteration 0F: 2 clusters Score -221705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -219752.343750 Penalty: 2435.870361
	Iteration 0F: 3 clusters Score -219752.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -220196.421875 Penalty: 2435.870361
	Iteration 1F: 3 clusters Score -220196.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -220340.250000 Penalty: 2435.870361
	Iteration 2F: 3 clusters Score -220340.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -220463.031250 Penalty: 2435.870361
	Iteration 3F: 3 clusters Score -220463 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -220564.515625 Penalty: 2435.870361
	Iteration 4F: 3 clusters Score -220564.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -220640.109375 Penalty: 2435.870361
	Iteration 5Q: 3 clusters Score -220640.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -220699.640625 Penalty: 2435.870361
	Iteration 6Q: 3 clusters Score -220699.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -220755.312500 Penalty: 2435.870361
	Iteration 7Q: 3 clusters Score -220755.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -220815.812500 Penalty: 2435.870361
	Iteration 8Q: 3 clusters Score -220815.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -220868.828125 Penalty: 2435.870361
	Iteration 9Q: 3 clusters Score -220868.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -220894.062500 Penalty: 2435.870361
	Iteration 10Q: 3 clusters Score -220894.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -220904.578125 Penalty: 2435.870361
	Iteration 11Q: 3 clusters Score -220904.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -220911.828125 Penalty: 2435.870361
	Iteration 12Q: 3 clusters Score -220911.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -220920.656250 Penalty: 2435.870361
	Iteration 13Q: 3 clusters Score -220920.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -220929.640625 Penalty: 2435.870361
	Iteration 14Q: 3 clusters Score -220929.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -220939.296875 Penalty: 2435.870361
	Iteration 15Q: 3 clusters Score -220939.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -220950.390625 Penalty: 2435.870361
	Iteration 16Q: 3 clusters Score -220950.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -220959.265625 Penalty: 2435.870361
	Iteration 17Q: 3 clusters Score -220959.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -220971.000000 Penalty: 2435.870361
	Iteration 18Q: 3 clusters Score -220971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -220977.328125 Penalty: 2435.870361
	Iteration 19Q: 3 clusters Score -220977.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -220981.484375 Penalty: 2435.870361
	Iteration 20F: 3 clusters Score -220981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -220983.265625 Penalty: 2435.870361
	Iteration 21Q: 3 clusters Score -220983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -220985.375000 Penalty: 2435.870361
	Iteration 22Q: 3 clusters Score -220985.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -220987.296875 Penalty: 2435.870361
	Iteration 23Q: 3 clusters Score -220987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -220987.296875 Penalty: 2435.870361
	Iteration 24F: 3 clusters Score -220987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84881 members 
Mstep: Class 4 contains 19114 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 6292 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61817 members 
Mstep: Class 11 contains 77587 members 
Mstep: Class 12 contains 63190 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 40374 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 10754 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17414 members 
Mstep: Class 20 contains 14697 members 
Mstep: Class 21 contains 2148 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38075 members 
Mstep: Class 25 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653532.000000 Penalty: 53427.796875
Iteration 239Q: 26 clusters Score -6.265353e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84884 members 
Mstep: Class 4 contains 19116 members 
Mstep: Class 5 contains 1700 members 
Mstep: Class 6 contains 6292 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61820 members 
Mstep: Class 11 contains 78468 members 
Mstep: Class 12 contains 63156 members 
Mstep: Class 13 contains 2207 members 
Mstep: Class 14 contains 39512 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 5562 members 
Mstep: Class 17 contains 10763 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17411 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2148 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38075 members 
Mstep: Class 25 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653548.000000 Penalty: 53427.796875
Iteration 240F: 26 clusters Score -6.265355e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84896 members 
Mstep: Class 4 contains 19118 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 6296 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61802 members 
Mstep: Class 11 contains 79254 members 
Mstep: Class 12 contains 63117 members 
Mstep: Class 13 contains 2207 members 
Mstep: Class 14 contains 38769 members 
Mstep: Class 15 contains 3512 members 
Mstep: Class 16 contains 5578 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17410 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2148 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38077 members 
Mstep: Class 25 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653700.000000 Penalty: 53427.796875
Iteration 241Q: 26 clusters Score -6.26537e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84909 members 
Mstep: Class 4 contains 19119 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 6297 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61788 members 
Mstep: Class 11 contains 79930 members 
Mstep: Class 12 contains 63075 members 
Mstep: Class 13 contains 2208 members 
Mstep: Class 14 contains 38126 members 
Mstep: Class 15 contains 3506 members 
Mstep: Class 16 contains 5602 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17412 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 2147 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38075 members 
Mstep: Class 25 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653716.000000 Penalty: 53427.796875
Iteration 242Q: 26 clusters Score -6.265372e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84911 members 
Mstep: Class 4 contains 19119 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 6299 members 
Mstep: Class 7 contains 44839 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61778 members 
Mstep: Class 11 contains 80529 members 
Mstep: Class 12 contains 63029 members 
Mstep: Class 13 contains 2209 members 
Mstep: Class 14 contains 37549 members 
Mstep: Class 15 contains 3503 members 
Mstep: Class 16 contains 5632 members 
Mstep: Class 17 contains 10766 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17411 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2147 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38077 members 
Mstep: Class 25 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653740.000000 Penalty: 53427.796875
Iteration 243Q: 26 clusters Score -6.265374e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84917 members 
Mstep: Class 4 contains 19122 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 6299 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 61763 members 
Mstep: Class 11 contains 81057 members 
Mstep: Class 12 contains 62991 members 
Mstep: Class 13 contains 2209 members 
Mstep: Class 14 contains 37048 members 
Mstep: Class 15 contains 3499 members 
Mstep: Class 16 contains 5666 members 
Mstep: Class 17 contains 10765 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17409 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38077 members 
Mstep: Class 25 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653844.000000 Penalty: 53427.796875
Iteration 244Q: 26 clusters Score -6.265384e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84910 members 
Mstep: Class 4 contains 19122 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 6296 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61747 members 
Mstep: Class 11 contains 81485 members 
Mstep: Class 12 contains 62966 members 
Mstep: Class 13 contains 2207 members 
Mstep: Class 14 contains 36639 members 
Mstep: Class 15 contains 3501 members 
Mstep: Class 16 contains 5705 members 
Mstep: Class 17 contains 10763 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2147 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38079 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653804.000000 Penalty: 53427.796875
Iteration 245Q: 26 clusters Score -6.26538e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84911 members 
Mstep: Class 4 contains 19122 members 
Mstep: Class 5 contains 1650 members 
Mstep: Class 6 contains 6296 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61742 members 
Mstep: Class 11 contains 81883 members 
Mstep: Class 12 contains 62924 members 
Mstep: Class 13 contains 2207 members 
Mstep: Class 14 contains 36267 members 
Mstep: Class 15 contains 3486 members 
Mstep: Class 16 contains 5746 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17408 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2147 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38082 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653808.000000 Penalty: 53427.796875
Iteration 246Q: 26 clusters Score -6.265381e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84910 members 
Mstep: Class 4 contains 19123 members 
Mstep: Class 5 contains 1644 members 
Mstep: Class 6 contains 6299 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61749 members 
Mstep: Class 11 contains 82197 members 
Mstep: Class 12 contains 62891 members 
Mstep: Class 13 contains 2207 members 
Mstep: Class 14 contains 35970 members 
Mstep: Class 15 contains 3482 members 
Mstep: Class 16 contains 5767 members 
Mstep: Class 17 contains 10754 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17408 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2147 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38082 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653808.000000 Penalty: 53427.796875
Iteration 247Q: 26 clusters Score -6.265381e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84905 members 
Mstep: Class 4 contains 19123 members 
Mstep: Class 5 contains 1642 members 
Mstep: Class 6 contains 6300 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61749 members 
Mstep: Class 11 contains 82464 members 
Mstep: Class 12 contains 62866 members 
Mstep: Class 13 contains 2205 members 
Mstep: Class 14 contains 35719 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 10742 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17410 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 2147 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38085 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653884.000000 Penalty: 53427.796875
Iteration 248Q: 26 clusters Score -6.265388e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84902 members 
Mstep: Class 4 contains 19124 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61742 members 
Mstep: Class 11 contains 82690 members 
Mstep: Class 12 contains 62850 members 
Mstep: Class 13 contains 2205 members 
Mstep: Class 14 contains 35498 members 
Mstep: Class 15 contains 3473 members 
Mstep: Class 16 contains 5830 members 
Mstep: Class 17 contains 10733 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17409 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 2147 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38090 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653888.000000 Penalty: 53427.796875
Iteration 249Q: 26 clusters Score -6.265389e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84898 members 
Mstep: Class 4 contains 19125 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61732 members 
Mstep: Class 11 contains 82878 members 
Mstep: Class 12 contains 62832 members 
Mstep: Class 13 contains 2205 members 
Mstep: Class 14 contains 35314 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 5857 members 
Mstep: Class 17 contains 10732 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17409 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 2147 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38092 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653924.000000 Penalty: 53427.796875
Iteration 250Q: 26 clusters Score -6.265392e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84897 members 
Mstep: Class 4 contains 19126 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61722 members 
Mstep: Class 11 contains 83039 members 
Mstep: Class 12 contains 62809 members 
Mstep: Class 13 contains 2205 members 
Mstep: Class 14 contains 35171 members 
Mstep: Class 15 contains 3473 members 
Mstep: Class 16 contains 5877 members 
Mstep: Class 17 contains 10727 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17408 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38096 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653828.000000 Penalty: 53427.796875
Iteration 251Q: 26 clusters Score -6.265383e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84890 members 
Mstep: Class 4 contains 19126 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 6304 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61714 members 
Mstep: Class 11 contains 83155 members 
Mstep: Class 12 contains 62794 members 
Mstep: Class 13 contains 2205 members 
Mstep: Class 14 contains 35068 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5896 members 
Mstep: Class 17 contains 10727 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17408 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38097 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653824.000000 Penalty: 53427.796875
Iteration 252Q: 26 clusters Score -6.265382e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84884 members 
Mstep: Class 4 contains 19127 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 6305 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61712 members 
Mstep: Class 11 contains 83247 members 
Mstep: Class 12 contains 62772 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34992 members 
Mstep: Class 15 contains 3461 members 
Mstep: Class 16 contains 5905 members 
Mstep: Class 17 contains 10726 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17409 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38098 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653820.000000 Penalty: 53427.796875
Iteration 253Q: 26 clusters Score -6.265382e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84879 members 
Mstep: Class 4 contains 19126 members 
Mstep: Class 5 contains 1642 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61708 members 
Mstep: Class 11 contains 83319 members 
Mstep: Class 12 contains 62758 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34924 members 
Mstep: Class 15 contains 3460 members 
Mstep: Class 16 contains 5920 members 
Mstep: Class 17 contains 10729 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17408 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38098 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653860.000000 Penalty: 53427.796875
Iteration 254Q: 26 clusters Score -6.265386e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84874 members 
Mstep: Class 4 contains 19127 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61701 members 
Mstep: Class 11 contains 83366 members 
Mstep: Class 12 contains 62756 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34880 members 
Mstep: Class 15 contains 3458 members 
Mstep: Class 16 contains 5931 members 
Mstep: Class 17 contains 10726 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17410 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38099 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653852.000000 Penalty: 53427.796875
Iteration 255Q: 26 clusters Score -6.265385e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84874 members 
Mstep: Class 4 contains 19129 members 
Mstep: Class 5 contains 1642 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61693 members 
Mstep: Class 11 contains 83407 members 
Mstep: Class 12 contains 62752 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34844 members 
Mstep: Class 15 contains 3454 members 
Mstep: Class 16 contains 5946 members 
Mstep: Class 17 contains 10721 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17410 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38100 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653880.000000 Penalty: 53427.796875
Iteration 256Q: 26 clusters Score -6.265388e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84873 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1638 members 
Mstep: Class 6 contains 6305 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61690 members 
Mstep: Class 11 contains 83451 members 
Mstep: Class 12 contains 62742 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34806 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 5958 members 
Mstep: Class 17 contains 10717 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17410 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38101 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653888.000000 Penalty: 53427.796875
Iteration 257Q: 26 clusters Score -6.265389e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84874 members 
Mstep: Class 4 contains 19133 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61687 members 
Mstep: Class 11 contains 83493 members 
Mstep: Class 12 contains 62729 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34783 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 5964 members 
Mstep: Class 17 contains 10712 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17409 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38102 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653820.000000 Penalty: 53427.796875
Iteration 258Q: 26 clusters Score -6.265382e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84876 members 
Mstep: Class 4 contains 19133 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6305 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61689 members 
Mstep: Class 11 contains 83528 members 
Mstep: Class 12 contains 62711 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34762 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 5966 members 
Mstep: Class 17 contains 10711 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17409 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38103 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653844.000000 Penalty: 53427.796875
Iteration 259Q: 26 clusters Score -6.265384e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84880 members 
Mstep: Class 4 contains 19133 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 6304 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61686 members 
Mstep: Class 11 contains 83559 members 
Mstep: Class 12 contains 62697 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34742 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 5970 members 
Mstep: Class 17 contains 10712 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17408 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38103 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653852.000000 Penalty: 53427.796875
Iteration 260F: 26 clusters Score -6.265385e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84881 members 
Mstep: Class 4 contains 19133 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6304 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61682 members 
Mstep: Class 11 contains 83584 members 
Mstep: Class 12 contains 62686 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34727 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 5974 members 
Mstep: Class 17 contains 10712 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38103 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653888.000000 Penalty: 53427.796875
Iteration 261Q: 26 clusters Score -6.265389e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84880 members 
Mstep: Class 4 contains 19133 members 
Mstep: Class 5 contains 1631 members 
Mstep: Class 6 contains 6304 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61678 members 
Mstep: Class 11 contains 83605 members 
Mstep: Class 12 contains 62676 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34715 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 5980 members 
Mstep: Class 17 contains 10712 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17404 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38104 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653864.000000 Penalty: 53427.796875
Iteration 262Q: 26 clusters Score -6.265386e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84878 members 
Mstep: Class 4 contains 19133 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61678 members 
Mstep: Class 11 contains 83617 members 
Mstep: Class 12 contains 62668 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34705 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 5988 members 
Mstep: Class 17 contains 10713 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17405 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38104 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653876.000000 Penalty: 53427.796875
Iteration 263Q: 26 clusters Score -6.265388e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19133 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61679 members 
Mstep: Class 11 contains 83631 members 
Mstep: Class 12 contains 62662 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34688 members 
Mstep: Class 15 contains 3454 members 
Mstep: Class 16 contains 5997 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38104 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653844.000000 Penalty: 53427.796875
Iteration 264Q: 26 clusters Score -6.265384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61679 members 
Mstep: Class 11 contains 83643 members 
Mstep: Class 12 contains 62660 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34670 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 6006 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17408 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38103 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653840.000000 Penalty: 53427.796875
Iteration 265Q: 26 clusters Score -6.265384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84876 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61678 members 
Mstep: Class 11 contains 83652 members 
Mstep: Class 12 contains 62658 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34663 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 6009 members 
Mstep: Class 17 contains 10715 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38103 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653836.000000 Penalty: 53427.796875
Iteration 266Q: 26 clusters Score -6.265384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84876 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61677 members 
Mstep: Class 11 contains 83657 members 
Mstep: Class 12 contains 62654 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34663 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 6010 members 
Mstep: Class 17 contains 10715 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38103 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653800.000000 Penalty: 53427.796875
Iteration 267Q: 26 clusters Score -6.26538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84876 members 
Mstep: Class 4 contains 19133 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61676 members 
Mstep: Class 11 contains 83662 members 
Mstep: Class 12 contains 62652 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34657 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 6013 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38104 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653804.000000 Penalty: 53427.796875
Iteration 268Q: 26 clusters Score -6.26538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19133 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61675 members 
Mstep: Class 11 contains 83671 members 
Mstep: Class 12 contains 62649 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34649 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653800.000000 Penalty: 53427.796875
Iteration 269Q: 26 clusters Score -6.26538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19133 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61675 members 
Mstep: Class 11 contains 83677 members 
Mstep: Class 12 contains 62646 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34641 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 6019 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653832.000000 Penalty: 53427.796875
Iteration 270Q: 26 clusters Score -6.265383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 83681 members 
Mstep: Class 12 contains 62645 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34638 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 6022 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653844.000000 Penalty: 53427.796875
Iteration 271Q: 26 clusters Score -6.265384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 83684 members 
Mstep: Class 12 contains 62644 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34634 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 6024 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653852.000000 Penalty: 53427.796875
Iteration 272Q: 26 clusters Score -6.265385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 83688 members 
Mstep: Class 12 contains 62641 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34631 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653836.000000 Penalty: 53427.796875
Iteration 273Q: 26 clusters Score -6.265384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 83693 members 
Mstep: Class 12 contains 62638 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34628 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653816.000000 Penalty: 53427.796875
Iteration 274Q: 26 clusters Score -6.265382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 83700 members 
Mstep: Class 12 contains 62635 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34626 members 
Mstep: Class 15 contains 3451 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653808.000000 Penalty: 53427.796875
Iteration 275Q: 26 clusters Score -6.265381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 83710 members 
Mstep: Class 12 contains 62631 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34621 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653828.000000 Penalty: 53427.796875
Iteration 276Q: 26 clusters Score -6.265383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 83720 members 
Mstep: Class 12 contains 62627 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34616 members 
Mstep: Class 15 contains 3449 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653820.000000 Penalty: 53427.796875
Iteration 277Q: 26 clusters Score -6.265382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 83728 members 
Mstep: Class 12 contains 62624 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34611 members 
Mstep: Class 15 contains 3449 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653804.000000 Penalty: 53427.796875
Iteration 278Q: 26 clusters Score -6.26538e+07 nChanged 4
Entering ConstructFrom: 
Score: -62653804.000000 Penalty: 53427.796875
Entering ConstructFrom: 
Trying to split cluster 1 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -530446.437500 Penalty: 1357.749268
	Iteration 0F: 2 clusters Score -530446.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -526944.312500 Penalty: 2715.498535
	Iteration 0F: 3 clusters Score -526944.3 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -527842.000000 Penalty: 2715.498535
	Iteration 1F: 3 clusters Score -527842 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -528034.812500 Penalty: 2715.498535
	Iteration 2F: 3 clusters Score -528034.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -528149.187500 Penalty: 2715.498535
	Iteration 3F: 3 clusters Score -528149.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -528220.562500 Penalty: 2715.498535
	Iteration 4Q: 3 clusters Score -528220.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -528293.500000 Penalty: 2715.498535
	Iteration 5Q: 3 clusters Score -528293.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -528353.500000 Penalty: 2715.498535
	Iteration 6Q: 3 clusters Score -528353.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -528398.500000 Penalty: 2715.498535
	Iteration 7Q: 3 clusters Score -528398.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -528432.625000 Penalty: 2715.498535
	Iteration 8Q: 3 clusters Score -528432.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -528459.875000 Penalty: 2715.498535
	Iteration 9Q: 3 clusters Score -528459.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -528486.812500 Penalty: 2715.498535
	Iteration 10Q: 3 clusters Score -528486.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -528515.125000 Penalty: 2715.498535
	Iteration 11Q: 3 clusters Score -528515.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -528539.562500 Penalty: 2715.498535
	Iteration 12Q: 3 clusters Score -528539.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -528568.062500 Penalty: 2715.498535
	Iteration 13Q: 3 clusters Score -528568.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -528596.000000 Penalty: 2715.498535
	Iteration 14Q: 3 clusters Score -528596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -528625.625000 Penalty: 2715.498535
	Iteration 15Q: 3 clusters Score -528625.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -528673.000000 Penalty: 2715.498535
	Iteration 16Q: 3 clusters Score -528673 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -528717.250000 Penalty: 2715.498535
	Iteration 17Q: 3 clusters Score -528717.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -528751.375000 Penalty: 2715.498535
	Iteration 18Q: 3 clusters Score -528751.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -528788.562500 Penalty: 2715.498535
	Iteration 19Q: 3 clusters Score -528788.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -528820.375000 Penalty: 2715.498535
	Iteration 20F: 3 clusters Score -528820.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -528852.562500 Penalty: 2715.498535
	Iteration 21Q: 3 clusters Score -528852.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -528880.125000 Penalty: 2715.498535
	Iteration 22Q: 3 clusters Score -528880.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -528901.812500 Penalty: 2715.498535
	Iteration 23Q: 3 clusters Score -528901.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -528921.437500 Penalty: 2715.498535
	Iteration 24Q: 3 clusters Score -528921.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -528936.625000 Penalty: 2715.498535
	Iteration 25Q: 3 clusters Score -528936.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -528945.500000 Penalty: 2715.498535
	Iteration 26Q: 3 clusters Score -528945.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -528952.250000 Penalty: 2715.498535
	Iteration 27Q: 3 clusters Score -528952.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -528959.500000 Penalty: 2715.498535
	Iteration 28Q: 3 clusters Score -528959.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -528965.437500 Penalty: 2715.498535
	Iteration 29Q: 3 clusters Score -528965.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -528969.687500 Penalty: 2715.498535
	Iteration 30Q: 3 clusters Score -528969.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -528974.375000 Penalty: 2715.498535
	Iteration 31Q: 3 clusters Score -528974.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -528976.125000 Penalty: 2715.498535
	Iteration 32Q: 3 clusters Score -528976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -528980.000000 Penalty: 2715.498535
	Iteration 33Q: 3 clusters Score -528980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -528981.187500 Penalty: 2715.498535
	Iteration 34Q: 3 clusters Score -528981.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -528983.250000 Penalty: 2715.498535
	Iteration 35Q: 3 clusters Score -528983.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -528987.250000 Penalty: 2715.498535
	Iteration 36Q: 3 clusters Score -528987.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -528987.937500 Penalty: 2715.498535
	Iteration 37Q: 3 clusters Score -528987.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -528989.812500 Penalty: 2715.498535
	Iteration 38Q: 3 clusters Score -528989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -528990.312500 Penalty: 2715.498535
	Iteration 39Q: 3 clusters Score -528990.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -528992.187500 Penalty: 2715.498535
	Iteration 40F: 3 clusters Score -528992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -528992.312500 Penalty: 2715.498535
	Iteration 41Q: 3 clusters Score -528992.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -528993.500000 Penalty: 2715.498535
	Iteration 42Q: 3 clusters Score -528993.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -528996.937500 Penalty: 2715.498535
	Iteration 43Q: 3 clusters Score -528996.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -529001.000000 Penalty: 2715.498535
	Iteration 44Q: 3 clusters Score -529001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -529007.062500 Penalty: 2715.498535
	Iteration 45Q: 3 clusters Score -529007.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -529014.875000 Penalty: 2715.498535
	Iteration 46Q: 3 clusters Score -529014.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -529022.437500 Penalty: 2715.498535
	Iteration 47Q: 3 clusters Score -529022.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -529029.250000 Penalty: 2715.498535
	Iteration 48Q: 3 clusters Score -529029.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -529035.000000 Penalty: 2715.498535
	Iteration 49Q: 3 clusters Score -529035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -529038.187500 Penalty: 2715.498535
	Iteration 50Q: 3 clusters Score -529038.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -529041.312500 Penalty: 2715.498535
	Iteration 51Q: 3 clusters Score -529041.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -529042.937500 Penalty: 2715.498535
	Iteration 52Q: 3 clusters Score -529042.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -529044.187500 Penalty: 2715.498535
	Iteration 53Q: 3 clusters Score -529044.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -529045.875000 Penalty: 2715.498535
	Iteration 54Q: 3 clusters Score -529045.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -529047.500000 Penalty: 2715.498535
	Iteration 55Q: 3 clusters Score -529047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -529046.937500 Penalty: 2715.498535
	Iteration 56Q: 3 clusters Score -529046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -529048.500000 Penalty: 2715.498535
	Iteration 57Q: 3 clusters Score -529048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -529049.312500 Penalty: 2715.498535
	Iteration 58Q: 3 clusters Score -529049.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -529052.000000 Penalty: 2715.498535
	Iteration 59Q: 3 clusters Score -529052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -529052.562500 Penalty: 2715.498535
	Iteration 60F: 3 clusters Score -529052.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -529054.562500 Penalty: 2715.498535
	Iteration 61Q: 3 clusters Score -529054.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -529055.812500 Penalty: 2715.498535
	Iteration 62Q: 3 clusters Score -529055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -529055.812500 Penalty: 2715.498535
	Iteration 63Q: 3 clusters Score -529055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -529055.875000 Penalty: 2715.498535
	Iteration 64Q: 3 clusters Score -529055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -529057.000000 Penalty: 2715.498535
	Iteration 65Q: 3 clusters Score -529057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -529057.250000 Penalty: 2715.498535
	Iteration 66Q: 3 clusters Score -529057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -529058.062500 Penalty: 2715.498535
	Iteration 67Q: 3 clusters Score -529058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -529058.187500 Penalty: 2715.498535
	Iteration 68Q: 3 clusters Score -529058.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -529058.187500 Penalty: 2715.498535
	Iteration 69F: 3 clusters Score -529058.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -449750.531250 Penalty: 1336.164917
	Iteration 0F: 2 clusters Score -449750.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -446583.562500 Penalty: 2672.329834
	Iteration 0F: 3 clusters Score -446583.6 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -447399.625000 Penalty: 2672.329834
	Iteration 1F: 3 clusters Score -447399.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -447546.156250 Penalty: 2672.329834
	Iteration 2F: 3 clusters Score -447546.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -447636.468750 Penalty: 2672.329834
	Iteration 3Q: 3 clusters Score -447636.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -447697.656250 Penalty: 2672.329834
	Iteration 4Q: 3 clusters Score -447697.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -447752.656250 Penalty: 2672.329834
	Iteration 5Q: 3 clusters Score -447752.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -447796.812500 Penalty: 2672.329834
	Iteration 6Q: 3 clusters Score -447796.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -447839.968750 Penalty: 2672.329834
	Iteration 7Q: 3 clusters Score -447840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -447876.718750 Penalty: 2672.329834
	Iteration 8Q: 3 clusters Score -447876.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -447905.187500 Penalty: 2672.329834
	Iteration 9Q: 3 clusters Score -447905.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -447932.906250 Penalty: 2672.329834
	Iteration 10Q: 3 clusters Score -447932.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -447957.937500 Penalty: 2672.329834
	Iteration 11Q: 3 clusters Score -447957.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -447991.593750 Penalty: 2672.329834
	Iteration 12Q: 3 clusters Score -447991.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -448036.781250 Penalty: 2672.329834
	Iteration 13Q: 3 clusters Score -448036.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -448082.718750 Penalty: 2672.329834
	Iteration 14Q: 3 clusters Score -448082.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -448130.718750 Penalty: 2672.329834
	Iteration 15Q: 3 clusters Score -448130.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -448175.687500 Penalty: 2672.329834
	Iteration 16Q: 3 clusters Score -448175.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -448217.781250 Penalty: 2672.329834
	Iteration 17Q: 3 clusters Score -448217.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -448257.656250 Penalty: 2672.329834
	Iteration 18Q: 3 clusters Score -448257.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -448287.843750 Penalty: 2672.329834
	Iteration 19Q: 3 clusters Score -448287.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -448302.906250 Penalty: 2672.329834
	Iteration 20F: 3 clusters Score -448302.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -448311.593750 Penalty: 2672.329834
	Iteration 21Q: 3 clusters Score -448311.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -448316.750000 Penalty: 2672.329834
	Iteration 22Q: 3 clusters Score -448316.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -448321.468750 Penalty: 2672.329834
	Iteration 23Q: 3 clusters Score -448321.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -448327.656250 Penalty: 2672.329834
	Iteration 24Q: 3 clusters Score -448327.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -448332.531250 Penalty: 2672.329834
	Iteration 25Q: 3 clusters Score -448332.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -448337.281250 Penalty: 2672.329834
	Iteration 26Q: 3 clusters Score -448337.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -448343.750000 Penalty: 2672.329834
	Iteration 27Q: 3 clusters Score -448343.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -448350.281250 Penalty: 2672.329834
	Iteration 28Q: 3 clusters Score -448350.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -448353.343750 Penalty: 2672.329834
	Iteration 29Q: 3 clusters Score -448353.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -448357.031250 Penalty: 2672.329834
	Iteration 30Q: 3 clusters Score -448357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -448358.000000 Penalty: 2672.329834
	Iteration 31Q: 3 clusters Score -448358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -448360.750000 Penalty: 2672.329834
	Iteration 32Q: 3 clusters Score -448360.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -448362.250000 Penalty: 2672.329834
	Iteration 33Q: 3 clusters Score -448362.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -448362.218750 Penalty: 2672.329834
	Iteration 34Q: 3 clusters Score -448362.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -448364.718750 Penalty: 2672.329834
	Iteration 35Q: 3 clusters Score -448364.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -448365.062500 Penalty: 2672.329834
	Iteration 36Q: 3 clusters Score -448365.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -448365.000000 Penalty: 2672.329834
	Iteration 37Q: 3 clusters Score -448365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -448365.406250 Penalty: 2672.329834
	Iteration 38Q: 3 clusters Score -448365.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -448365.406250 Penalty: 2672.329834
	Iteration 39F: 3 clusters Score -448365.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84877 members 
Entering Unmasked Estep 
Score: -10555467.000000 Penalty: 1844.205688
	Iteration 0F: 2 clusters Score -1.055547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -10503496.000000 Penalty: 3688.411377
	Iteration 0F: 3 clusters Score -1.05035e+07 nChanged 40349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -10526589.000000 Penalty: 3688.411377
	Iteration 1F: 3 clusters Score -1.052659e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -10527122.000000 Penalty: 3688.411377
	Iteration 2Q: 3 clusters Score -1.052712e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -10527854.000000 Penalty: 3688.411377
	Iteration 3Q: 3 clusters Score -1.052785e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -10528457.000000 Penalty: 3688.411377
	Iteration 4Q: 3 clusters Score -1.052846e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -10529078.000000 Penalty: 3688.411377
	Iteration 5Q: 3 clusters Score -1.052908e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -10529950.000000 Penalty: 3688.411377
	Iteration 6Q: 3 clusters Score -1.052995e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -10531055.000000 Penalty: 3688.411377
	Iteration 7Q: 3 clusters Score -1.053106e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -10532454.000000 Penalty: 3688.411377
	Iteration 8Q: 3 clusters Score -1.053245e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -10534368.000000 Penalty: 3688.411377
	Iteration 9Q: 3 clusters Score -1.053437e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -10536616.000000 Penalty: 3688.411377
	Iteration 10F: 3 clusters Score -1.053662e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -10539176.000000 Penalty: 3688.411377
	Iteration 11F: 3 clusters Score -1.053918e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -10541828.000000 Penalty: 3688.411377
	Iteration 12F: 3 clusters Score -1.054183e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71538 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -10544442.000000 Penalty: 3688.411377
	Iteration 13F: 3 clusters Score -1.054444e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -10547040.000000 Penalty: 3688.411377
	Iteration 14Q: 3 clusters Score -1.054704e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -10549228.000000 Penalty: 3688.411377
	Iteration 15Q: 3 clusters Score -1.054923e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -10550942.000000 Penalty: 3688.411377
	Iteration 16Q: 3 clusters Score -1.055094e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -10552256.000000 Penalty: 3688.411377
	Iteration 17Q: 3 clusters Score -1.055226e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -10553049.000000 Penalty: 3688.411377
	Iteration 18Q: 3 clusters Score -1.055305e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -10553548.000000 Penalty: 3688.411377
	Iteration 19Q: 3 clusters Score -1.055355e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10553845.000000 Penalty: 3688.411377
	Iteration 20F: 3 clusters Score -1.055384e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84144 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10554011.000000 Penalty: 3688.411377
	Iteration 21Q: 3 clusters Score -1.055401e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84250 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10554100.000000 Penalty: 3688.411377
	Iteration 22Q: 3 clusters Score -1.05541e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10554167.000000 Penalty: 3688.411377
	Iteration 23Q: 3 clusters Score -1.055417e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84363 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10554194.000000 Penalty: 3688.411377
	Iteration 24Q: 3 clusters Score -1.055419e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84400 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10554259.000000 Penalty: 3688.411377
	Iteration 25Q: 3 clusters Score -1.055426e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10554284.000000 Penalty: 3688.411377
	Iteration 26Q: 3 clusters Score -1.055428e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10554303.000000 Penalty: 3688.411377
	Iteration 27Q: 3 clusters Score -1.05543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -10554315.000000 Penalty: 3688.411377
	Iteration 28Q: 3 clusters Score -1.055432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84445 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10554337.000000 Penalty: 3688.411377
	Iteration 29Q: 3 clusters Score -1.055434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84450 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -10554347.000000 Penalty: 3688.411377
	Iteration 30Q: 3 clusters Score -1.055435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84454 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10554351.000000 Penalty: 3688.411377
	Iteration 31Q: 3 clusters Score -1.055435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84457 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10554354.000000 Penalty: 3688.411377
	Iteration 32Q: 3 clusters Score -1.055435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10554368.000000 Penalty: 3688.411377
	Iteration 33Q: 3 clusters Score -1.055437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10554368.000000 Penalty: 3688.411377
	Iteration 34F: 3 clusters Score -1.055437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Entering Unmasked Estep 
Score: -2380339.500000 Penalty: 1602.106567
	Iteration 0F: 2 clusters Score -2380340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2367247.750000 Penalty: 3204.213135
	Iteration 0F: 3 clusters Score -2367248 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2371845.500000 Penalty: 3204.213135
	Iteration 1F: 3 clusters Score -2371846 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2372140.500000 Penalty: 3204.213135
	Iteration 2Q: 3 clusters Score -2372140 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2372426.000000 Penalty: 3204.213135
	Iteration 3Q: 3 clusters Score -2372426 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2372735.000000 Penalty: 3204.213135
	Iteration 4Q: 3 clusters Score -2372735 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2373042.500000 Penalty: 3204.213135
	Iteration 5Q: 3 clusters Score -2373042 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2373405.500000 Penalty: 3204.213135
	Iteration 6Q: 3 clusters Score -2373406 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2373747.250000 Penalty: 3204.213135
	Iteration 7Q: 3 clusters Score -2373747 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2374058.250000 Penalty: 3204.213135
	Iteration 8Q: 3 clusters Score -2374058 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2374280.000000 Penalty: 3204.213135
	Iteration 9Q: 3 clusters Score -2374280 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2374485.000000 Penalty: 3204.213135
	Iteration 10Q: 3 clusters Score -2374485 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2374653.000000 Penalty: 3204.213135
	Iteration 11Q: 3 clusters Score -2374653 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2374803.250000 Penalty: 3204.213135
	Iteration 12Q: 3 clusters Score -2374803 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2374940.250000 Penalty: 3204.213135
	Iteration 13Q: 3 clusters Score -2374940 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2375041.750000 Penalty: 3204.213135
	Iteration 14Q: 3 clusters Score -2375042 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2375166.000000 Penalty: 3204.213135
	Iteration 15Q: 3 clusters Score -2375166 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2375312.500000 Penalty: 3204.213135
	Iteration 16Q: 3 clusters Score -2375312 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2375504.750000 Penalty: 3204.213135
	Iteration 17Q: 3 clusters Score -2375505 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2375764.000000 Penalty: 3204.213135
	Iteration 18Q: 3 clusters Score -2375764 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2376090.500000 Penalty: 3204.213135
	Iteration 19Q: 3 clusters Score -2376090 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2376453.250000 Penalty: 3204.213135
	Iteration 20F: 3 clusters Score -2376453 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2376854.750000 Penalty: 3204.213135
	Iteration 21Q: 3 clusters Score -2376855 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2377198.500000 Penalty: 3204.213135
	Iteration 22Q: 3 clusters Score -2377198 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2377440.750000 Penalty: 3204.213135
	Iteration 23Q: 3 clusters Score -2377441 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2377615.000000 Penalty: 3204.213135
	Iteration 24Q: 3 clusters Score -2377615 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2377727.000000 Penalty: 3204.213135
	Iteration 25Q: 3 clusters Score -2377727 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2377791.000000 Penalty: 3204.213135
	Iteration 26Q: 3 clusters Score -2377791 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2377857.250000 Penalty: 3204.213135
	Iteration 27Q: 3 clusters Score -2377857 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2377907.250000 Penalty: 3204.213135
	Iteration 28Q: 3 clusters Score -2377907 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2377953.750000 Penalty: 3204.213135
	Iteration 29Q: 3 clusters Score -2377954 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2377989.250000 Penalty: 3204.213135
	Iteration 30Q: 3 clusters Score -2377989 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2378010.250000 Penalty: 3204.213135
	Iteration 31Q: 3 clusters Score -2378010 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2378040.500000 Penalty: 3204.213135
	Iteration 32Q: 3 clusters Score -2378040 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2378066.000000 Penalty: 3204.213135
	Iteration 33Q: 3 clusters Score -2378066 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2378082.000000 Penalty: 3204.213135
	Iteration 34Q: 3 clusters Score -2378082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2378100.250000 Penalty: 3204.213135
	Iteration 35Q: 3 clusters Score -2378100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2378113.750000 Penalty: 3204.213135
	Iteration 36Q: 3 clusters Score -2378114 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2378123.500000 Penalty: 3204.213135
	Iteration 37Q: 3 clusters Score -2378124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2378132.250000 Penalty: 3204.213135
	Iteration 38Q: 3 clusters Score -2378132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2378143.250000 Penalty: 3204.213135
	Iteration 39Q: 3 clusters Score -2378143 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2378155.500000 Penalty: 3204.213135
	Iteration 40F: 3 clusters Score -2378156 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2378160.500000 Penalty: 3204.213135
	Iteration 41Q: 3 clusters Score -2378160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2378171.750000 Penalty: 3204.213135
	Iteration 42Q: 3 clusters Score -2378172 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2378180.250000 Penalty: 3204.213135
	Iteration 43Q: 3 clusters Score -2378180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2378188.500000 Penalty: 3204.213135
	Iteration 44Q: 3 clusters Score -2378188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2378190.250000 Penalty: 3204.213135
	Iteration 45Q: 3 clusters Score -2378190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2378194.250000 Penalty: 3204.213135
	Iteration 46Q: 3 clusters Score -2378194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2378192.000000 Penalty: 3204.213135
	Iteration 47Q: 3 clusters Score -2378192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2378201.500000 Penalty: 3204.213135
	Iteration 48Q: 3 clusters Score -2378202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2378206.750000 Penalty: 3204.213135
	Iteration 49Q: 3 clusters Score -2378207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2378225.000000 Penalty: 3204.213135
	Iteration 50Q: 3 clusters Score -2378225 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2378234.000000 Penalty: 3204.213135
	Iteration 51Q: 3 clusters Score -2378234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2378241.250000 Penalty: 3204.213135
	Iteration 52Q: 3 clusters Score -2378241 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2378256.750000 Penalty: 3204.213135
	Iteration 53Q: 3 clusters Score -2378257 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2378267.000000 Penalty: 3204.213135
	Iteration 54Q: 3 clusters Score -2378267 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2378284.500000 Penalty: 3204.213135
	Iteration 55Q: 3 clusters Score -2378284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2378291.500000 Penalty: 3204.213135
	Iteration 56Q: 3 clusters Score -2378292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2378303.250000 Penalty: 3204.213135
	Iteration 57Q: 3 clusters Score -2378303 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2378324.250000 Penalty: 3204.213135
	Iteration 58Q: 3 clusters Score -2378324 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2378339.500000 Penalty: 3204.213135
	Iteration 59Q: 3 clusters Score -2378340 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2378352.750000 Penalty: 3204.213135
	Iteration 60F: 3 clusters Score -2378353 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2378371.750000 Penalty: 3204.213135
	Iteration 61Q: 3 clusters Score -2378372 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2378385.000000 Penalty: 3204.213135
	Iteration 62Q: 3 clusters Score -2378385 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2378402.750000 Penalty: 3204.213135
	Iteration 63Q: 3 clusters Score -2378403 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2378415.500000 Penalty: 3204.213135
	Iteration 64Q: 3 clusters Score -2378416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2378430.250000 Penalty: 3204.213135
	Iteration 65Q: 3 clusters Score -2378430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2378434.750000 Penalty: 3204.213135
	Iteration 66Q: 3 clusters Score -2378435 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2378445.250000 Penalty: 3204.213135
	Iteration 67Q: 3 clusters Score -2378445 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2378464.000000 Penalty: 3204.213135
	Iteration 68Q: 3 clusters Score -2378464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2378465.750000 Penalty: 3204.213135
	Iteration 69Q: 3 clusters Score -2378466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2378479.750000 Penalty: 3204.213135
	Iteration 70Q: 3 clusters Score -2378480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2378490.500000 Penalty: 3204.213135
	Iteration 71Q: 3 clusters Score -2378490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2378496.500000 Penalty: 3204.213135
	Iteration 72Q: 3 clusters Score -2378496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2378511.000000 Penalty: 3204.213135
	Iteration 73Q: 3 clusters Score -2378511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2378525.250000 Penalty: 3204.213135
	Iteration 74Q: 3 clusters Score -2378525 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2378538.250000 Penalty: 3204.213135
	Iteration 75Q: 3 clusters Score -2378538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2378556.750000 Penalty: 3204.213135
	Iteration 76Q: 3 clusters Score -2378557 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2378577.000000 Penalty: 3204.213135
	Iteration 77Q: 3 clusters Score -2378577 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2378595.500000 Penalty: 3204.213135
	Iteration 78Q: 3 clusters Score -2378596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2378602.250000 Penalty: 3204.213135
	Iteration 79Q: 3 clusters Score -2378602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2378621.000000 Penalty: 3204.213135
	Iteration 80F: 3 clusters Score -2378621 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2378639.000000 Penalty: 3204.213135
	Iteration 81Q: 3 clusters Score -2378639 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2378643.250000 Penalty: 3204.213135
	Iteration 82Q: 3 clusters Score -2378643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2378648.000000 Penalty: 3204.213135
	Iteration 83Q: 3 clusters Score -2378648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2378658.000000 Penalty: 3204.213135
	Iteration 84Q: 3 clusters Score -2378658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2378665.750000 Penalty: 3204.213135
	Iteration 85Q: 3 clusters Score -2378666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2378670.000000 Penalty: 3204.213135
	Iteration 86Q: 3 clusters Score -2378670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2378685.750000 Penalty: 3204.213135
	Iteration 87Q: 3 clusters Score -2378686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2378693.000000 Penalty: 3204.213135
	Iteration 88Q: 3 clusters Score -2378693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2378702.500000 Penalty: 3204.213135
	Iteration 89Q: 3 clusters Score -2378702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2378707.500000 Penalty: 3204.213135
	Iteration 90Q: 3 clusters Score -2378708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2378722.000000 Penalty: 3204.213135
	Iteration 91Q: 3 clusters Score -2378722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2378733.000000 Penalty: 3204.213135
	Iteration 92Q: 3 clusters Score -2378733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2378750.000000 Penalty: 3204.213135
	Iteration 93Q: 3 clusters Score -2378750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2378759.750000 Penalty: 3204.213135
	Iteration 94Q: 3 clusters Score -2378760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2378773.750000 Penalty: 3204.213135
	Iteration 95Q: 3 clusters Score -2378774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2378785.250000 Penalty: 3204.213135
	Iteration 96Q: 3 clusters Score -2378785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2378801.500000 Penalty: 3204.213135
	Iteration 97Q: 3 clusters Score -2378802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2378808.500000 Penalty: 3204.213135
	Iteration 98Q: 3 clusters Score -2378808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2378825.000000 Penalty: 3204.213135
	Iteration 99Q: 3 clusters Score -2378825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2378838.250000 Penalty: 3204.213135
	Iteration 100F: 3 clusters Score -2378838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2378850.000000 Penalty: 3204.213135
	Iteration 101Q: 3 clusters Score -2378850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2378859.250000 Penalty: 3204.213135
	Iteration 102Q: 3 clusters Score -2378859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2378869.250000 Penalty: 3204.213135
	Iteration 103Q: 3 clusters Score -2378869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2378879.000000 Penalty: 3204.213135
	Iteration 104Q: 3 clusters Score -2378879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2378879.250000 Penalty: 3204.213135
	Iteration 105Q: 3 clusters Score -2378879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2378889.500000 Penalty: 3204.213135
	Iteration 106Q: 3 clusters Score -2378890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2378891.250000 Penalty: 3204.213135
	Iteration 107Q: 3 clusters Score -2378891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2378894.000000 Penalty: 3204.213135
	Iteration 108Q: 3 clusters Score -2378894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2378896.250000 Penalty: 3204.213135
	Iteration 109Q: 3 clusters Score -2378896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2378896.250000 Penalty: 3204.213135
	Iteration 110Q: 3 clusters Score -2378896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2378899.000000 Penalty: 3204.213135
	Iteration 111Q: 3 clusters Score -2378899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2378899.500000 Penalty: 3204.213135
	Iteration 112Q: 3 clusters Score -2378900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2378903.000000 Penalty: 3204.213135
	Iteration 113Q: 3 clusters Score -2378903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2378904.250000 Penalty: 3204.213135
	Iteration 114Q: 3 clusters Score -2378904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2378908.250000 Penalty: 3204.213135
	Iteration 115Q: 3 clusters Score -2378908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2378906.500000 Penalty: 3204.213135
	Iteration 116Q: 3 clusters Score -2378906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2378907.500000 Penalty: 3204.213135
	Iteration 117Q: 3 clusters Score -2378908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2378907.500000 Penalty: 3204.213135
	Iteration 118F: 3 clusters Score -2378908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -198653.109375 Penalty: 1201.904419
	Iteration 0F: 2 clusters Score -198653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -196808.218750 Penalty: 2403.808838
	Iteration 0F: 3 clusters Score -196808.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -197246.875000 Penalty: 2403.808838
	Iteration 1F: 3 clusters Score -197246.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -197352.906250 Penalty: 2403.808838
	Iteration 2F: 3 clusters Score -197352.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -197403.531250 Penalty: 2403.808838
	Iteration 3Q: 3 clusters Score -197403.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -197425.609375 Penalty: 2403.808838
	Iteration 4Q: 3 clusters Score -197425.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -197436.328125 Penalty: 2403.808838
	Iteration 5Q: 3 clusters Score -197436.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -197446.375000 Penalty: 2403.808838
	Iteration 6Q: 3 clusters Score -197446.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -197455.125000 Penalty: 2403.808838
	Iteration 7Q: 3 clusters Score -197455.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -197461.515625 Penalty: 2403.808838
	Iteration 8Q: 3 clusters Score -197461.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -197468.656250 Penalty: 2403.808838
	Iteration 9Q: 3 clusters Score -197468.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -197474.218750 Penalty: 2403.808838
	Iteration 10Q: 3 clusters Score -197474.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -197479.312500 Penalty: 2403.808838
	Iteration 11Q: 3 clusters Score -197479.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197485.812500 Penalty: 2403.808838
	Iteration 12Q: 3 clusters Score -197485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197491.453125 Penalty: 2403.808838
	Iteration 13Q: 3 clusters Score -197491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -197493.937500 Penalty: 2403.808838
	Iteration 14Q: 3 clusters Score -197493.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -197494.734375 Penalty: 2403.808838
	Iteration 15Q: 3 clusters Score -197494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -197495.171875 Penalty: 2403.808838
	Iteration 16Q: 3 clusters Score -197495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -197495.875000 Penalty: 2403.808838
	Iteration 17Q: 3 clusters Score -197495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -197495.875000 Penalty: 2403.808838
	Iteration 18F: 3 clusters Score -197495.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Entering Unmasked Estep 
Score: -745588.687500 Penalty: 1421.677002
	Iteration 0F: 2 clusters Score -745588.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -740742.437500 Penalty: 2843.354004
	Iteration 0F: 3 clusters Score -740742.4 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -742140.250000 Penalty: 2843.354004
	Iteration 1F: 3 clusters Score -742140.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -742383.250000 Penalty: 2843.354004
	Iteration 2F: 3 clusters Score -742383.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -742559.562500 Penalty: 2843.354004
	Iteration 3F: 3 clusters Score -742559.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -742708.750000 Penalty: 2843.354004
	Iteration 4Q: 3 clusters Score -742708.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -742825.625000 Penalty: 2843.354004
	Iteration 5Q: 3 clusters Score -742825.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -742940.687500 Penalty: 2843.354004
	Iteration 6Q: 3 clusters Score -742940.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -743026.562500 Penalty: 2843.354004
	Iteration 7Q: 3 clusters Score -743026.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -743103.875000 Penalty: 2843.354004
	Iteration 8Q: 3 clusters Score -743103.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -743197.250000 Penalty: 2843.354004
	Iteration 9Q: 3 clusters Score -743197.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -743288.500000 Penalty: 2843.354004
	Iteration 10Q: 3 clusters Score -743288.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -743381.062500 Penalty: 2843.354004
	Iteration 11Q: 3 clusters Score -743381.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -743473.000000 Penalty: 2843.354004
	Iteration 12Q: 3 clusters Score -743473 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -743550.125000 Penalty: 2843.354004
	Iteration 13Q: 3 clusters Score -743550.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -743626.937500 Penalty: 2843.354004
	Iteration 14Q: 3 clusters Score -743626.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -743697.875000 Penalty: 2843.354004
	Iteration 15Q: 3 clusters Score -743697.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -743751.125000 Penalty: 2843.354004
	Iteration 16Q: 3 clusters Score -743751.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -743797.937500 Penalty: 2843.354004
	Iteration 17Q: 3 clusters Score -743797.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -743839.750000 Penalty: 2843.354004
	Iteration 18Q: 3 clusters Score -743839.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -743870.000000 Penalty: 2843.354004
	Iteration 19Q: 3 clusters Score -743870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -743886.937500 Penalty: 2843.354004
	Iteration 20F: 3 clusters Score -743886.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -743904.437500 Penalty: 2843.354004
	Iteration 21Q: 3 clusters Score -743904.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -743918.875000 Penalty: 2843.354004
	Iteration 22Q: 3 clusters Score -743918.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -743932.875000 Penalty: 2843.354004
	Iteration 23Q: 3 clusters Score -743932.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -743947.750000 Penalty: 2843.354004
	Iteration 24Q: 3 clusters Score -743947.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -743963.312500 Penalty: 2843.354004
	Iteration 25Q: 3 clusters Score -743963.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -743971.125000 Penalty: 2843.354004
	Iteration 26Q: 3 clusters Score -743971.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -743984.687500 Penalty: 2843.354004
	Iteration 27Q: 3 clusters Score -743984.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -743991.812500 Penalty: 2843.354004
	Iteration 28Q: 3 clusters Score -743991.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -744003.312500 Penalty: 2843.354004
	Iteration 29Q: 3 clusters Score -744003.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -744019.437500 Penalty: 2843.354004
	Iteration 30Q: 3 clusters Score -744019.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -744038.375000 Penalty: 2843.354004
	Iteration 31Q: 3 clusters Score -744038.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -744061.937500 Penalty: 2843.354004
	Iteration 32Q: 3 clusters Score -744061.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -744080.000000 Penalty: 2843.354004
	Iteration 33Q: 3 clusters Score -744080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -744092.375000 Penalty: 2843.354004
	Iteration 34Q: 3 clusters Score -744092.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -744107.562500 Penalty: 2843.354004
	Iteration 35Q: 3 clusters Score -744107.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -744120.687500 Penalty: 2843.354004
	Iteration 36Q: 3 clusters Score -744120.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -744135.562500 Penalty: 2843.354004
	Iteration 37Q: 3 clusters Score -744135.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -744150.687500 Penalty: 2843.354004
	Iteration 38Q: 3 clusters Score -744150.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -744162.437500 Penalty: 2843.354004
	Iteration 39Q: 3 clusters Score -744162.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -744174.562500 Penalty: 2843.354004
	Iteration 40F: 3 clusters Score -744174.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -744188.375000 Penalty: 2843.354004
	Iteration 41Q: 3 clusters Score -744188.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -744205.312500 Penalty: 2843.354004
	Iteration 42Q: 3 clusters Score -744205.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -744217.250000 Penalty: 2843.354004
	Iteration 43Q: 3 clusters Score -744217.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -744229.000000 Penalty: 2843.354004
	Iteration 44Q: 3 clusters Score -744229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -744240.500000 Penalty: 2843.354004
	Iteration 45Q: 3 clusters Score -744240.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -744251.437500 Penalty: 2843.354004
	Iteration 46Q: 3 clusters Score -744251.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -744269.000000 Penalty: 2843.354004
	Iteration 47Q: 3 clusters Score -744269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -744284.437500 Penalty: 2843.354004
	Iteration 48Q: 3 clusters Score -744284.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -744297.375000 Penalty: 2843.354004
	Iteration 49Q: 3 clusters Score -744297.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -744310.812500 Penalty: 2843.354004
	Iteration 50Q: 3 clusters Score -744310.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -744319.562500 Penalty: 2843.354004
	Iteration 51Q: 3 clusters Score -744319.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -744328.562500 Penalty: 2843.354004
	Iteration 52Q: 3 clusters Score -744328.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -744331.187500 Penalty: 2843.354004
	Iteration 53Q: 3 clusters Score -744331.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -744333.375000 Penalty: 2843.354004
	Iteration 54Q: 3 clusters Score -744333.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -744333.562500 Penalty: 2843.354004
	Iteration 55Q: 3 clusters Score -744333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -744335.125000 Penalty: 2843.354004
	Iteration 56Q: 3 clusters Score -744335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -744336.500000 Penalty: 2843.354004
	Iteration 57Q: 3 clusters Score -744336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -744337.312500 Penalty: 2843.354004
	Iteration 58Q: 3 clusters Score -744337.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -744341.687500 Penalty: 2843.354004
	Iteration 59Q: 3 clusters Score -744341.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -744344.687500 Penalty: 2843.354004
	Iteration 60F: 3 clusters Score -744344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -744347.000000 Penalty: 2843.354004
	Iteration 61Q: 3 clusters Score -744347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -744349.125000 Penalty: 2843.354004
	Iteration 62Q: 3 clusters Score -744349.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -744349.750000 Penalty: 2843.354004
	Iteration 63Q: 3 clusters Score -744349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -744349.750000 Penalty: 2843.354004
	Iteration 64F: 3 clusters Score -744349.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Entering Unmasked Estep 
Score: -5665437.500000 Penalty: 1740.514038
	Iteration 0F: 2 clusters Score -5665438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -5635576.500000 Penalty: 3481.028076
	Iteration 0F: 3 clusters Score -5635576 nChanged 20893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -5647311.000000 Penalty: 3481.028076
	Iteration 1F: 3 clusters Score -5647311 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -5648003.500000 Penalty: 3481.028076
	Iteration 2Q: 3 clusters Score -5648004 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -5649145.500000 Penalty: 3481.028076
	Iteration 3F: 3 clusters Score -5649146 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -5651105.500000 Penalty: 3481.028076
	Iteration 4F: 3 clusters Score -5651106 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -5654135.000000 Penalty: 3481.028076
	Iteration 5F: 3 clusters Score -5654135 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -5657776.500000 Penalty: 3481.028076
	Iteration 6F: 3 clusters Score -5657776 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -5660693.000000 Penalty: 3481.028076
	Iteration 7F: 3 clusters Score -5660693 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5662346.000000 Penalty: 3481.028076
	Iteration 8Q: 3 clusters Score -5662346 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5663074.000000 Penalty: 3481.028076
	Iteration 9Q: 3 clusters Score -5663074 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5663440.000000 Penalty: 3481.028076
	Iteration 10Q: 3 clusters Score -5663440 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5663689.000000 Penalty: 3481.028076
	Iteration 11Q: 3 clusters Score -5663689 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5663791.500000 Penalty: 3481.028076
	Iteration 12Q: 3 clusters Score -5663792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5663854.500000 Penalty: 3481.028076
	Iteration 13Q: 3 clusters Score -5663854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5663884.000000 Penalty: 3481.028076
	Iteration 14Q: 3 clusters Score -5663884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5663894.500000 Penalty: 3481.028076
	Iteration 15Q: 3 clusters Score -5663894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5663903.000000 Penalty: 3481.028076
	Iteration 16Q: 3 clusters Score -5663903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5663917.000000 Penalty: 3481.028076
	Iteration 17Q: 3 clusters Score -5663917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5663916.000000 Penalty: 3481.028076
	Iteration 18Q: 3 clusters Score -5663916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5663921.000000 Penalty: 3481.028076
	Iteration 19Q: 3 clusters Score -5663921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5663934.000000 Penalty: 3481.028076
	Iteration 20F: 3 clusters Score -5663934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5663939.500000 Penalty: 3481.028076
	Iteration 21Q: 3 clusters Score -5663940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5663942.000000 Penalty: 3481.028076
	Iteration 22Q: 3 clusters Score -5663942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5663942.000000 Penalty: 3481.028076
	Iteration 23F: 3 clusters Score -5663942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -463463.312500 Penalty: 1345.492065
	Iteration 0F: 2 clusters Score -463463.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -460156.625000 Penalty: 2690.984131
	Iteration 0F: 3 clusters Score -460156.6 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -461021.843750 Penalty: 2690.984131
	Iteration 1F: 3 clusters Score -461021.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -461177.750000 Penalty: 2690.984131
	Iteration 2F: 3 clusters Score -461177.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -461273.343750 Penalty: 2690.984131
	Iteration 3Q: 3 clusters Score -461273.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -461328.000000 Penalty: 2690.984131
	Iteration 4Q: 3 clusters Score -461328 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -461379.093750 Penalty: 2690.984131
	Iteration 5Q: 3 clusters Score -461379.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -461419.812500 Penalty: 2690.984131
	Iteration 6Q: 3 clusters Score -461419.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -461449.250000 Penalty: 2690.984131
	Iteration 7Q: 3 clusters Score -461449.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -461473.187500 Penalty: 2690.984131
	Iteration 8Q: 3 clusters Score -461473.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -461497.218750 Penalty: 2690.984131
	Iteration 9Q: 3 clusters Score -461497.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -461524.218750 Penalty: 2690.984131
	Iteration 10Q: 3 clusters Score -461524.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -461545.250000 Penalty: 2690.984131
	Iteration 11Q: 3 clusters Score -461545.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -461567.125000 Penalty: 2690.984131
	Iteration 12Q: 3 clusters Score -461567.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -461593.093750 Penalty: 2690.984131
	Iteration 13Q: 3 clusters Score -461593.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -461628.500000 Penalty: 2690.984131
	Iteration 14Q: 3 clusters Score -461628.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -461664.625000 Penalty: 2690.984131
	Iteration 15Q: 3 clusters Score -461664.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -461695.437500 Penalty: 2690.984131
	Iteration 16Q: 3 clusters Score -461695.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -461730.000000 Penalty: 2690.984131
	Iteration 17Q: 3 clusters Score -461730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -461765.937500 Penalty: 2690.984131
	Iteration 18Q: 3 clusters Score -461765.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -461809.562500 Penalty: 2690.984131
	Iteration 19Q: 3 clusters Score -461809.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -461856.500000 Penalty: 2690.984131
	Iteration 20F: 3 clusters Score -461856.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -461923.187500 Penalty: 2690.984131
	Iteration 21Q: 3 clusters Score -461923.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -462009.843750 Penalty: 2690.984131
	Iteration 22Q: 3 clusters Score -462009.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -462114.000000 Penalty: 2690.984131
	Iteration 23Q: 3 clusters Score -462114 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -462200.062500 Penalty: 2690.984131
	Iteration 24Q: 3 clusters Score -462200.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -462272.781250 Penalty: 2690.984131
	Iteration 25Q: 3 clusters Score -462272.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -462330.593750 Penalty: 2690.984131
	Iteration 26Q: 3 clusters Score -462330.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -462369.906250 Penalty: 2690.984131
	Iteration 27Q: 3 clusters Score -462369.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -462410.093750 Penalty: 2690.984131
	Iteration 28Q: 3 clusters Score -462410.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -462452.250000 Penalty: 2690.984131
	Iteration 29Q: 3 clusters Score -462452.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -462476.062500 Penalty: 2690.984131
	Iteration 30Q: 3 clusters Score -462476.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -462490.218750 Penalty: 2690.984131
	Iteration 31Q: 3 clusters Score -462490.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -462500.250000 Penalty: 2690.984131
	Iteration 32Q: 3 clusters Score -462500.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -462507.656250 Penalty: 2690.984131
	Iteration 33Q: 3 clusters Score -462507.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -462513.593750 Penalty: 2690.984131
	Iteration 34Q: 3 clusters Score -462513.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -462515.656250 Penalty: 2690.984131
	Iteration 35Q: 3 clusters Score -462515.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -462520.125000 Penalty: 2690.984131
	Iteration 36Q: 3 clusters Score -462520.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -462522.968750 Penalty: 2690.984131
	Iteration 37Q: 3 clusters Score -462523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -462524.875000 Penalty: 2690.984131
	Iteration 38Q: 3 clusters Score -462524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -462526.437500 Penalty: 2690.984131
	Iteration 39Q: 3 clusters Score -462526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -462527.750000 Penalty: 2690.984131
	Iteration 40F: 3 clusters Score -462527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -462529.093750 Penalty: 2690.984131
	Iteration 41Q: 3 clusters Score -462529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -462529.562500 Penalty: 2690.984131
	Iteration 42Q: 3 clusters Score -462529.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -462529.562500 Penalty: 2690.984131
	Iteration 43F: 3 clusters Score -462529.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Entering Unmasked Estep 
Score: -283769.781250 Penalty: 1271.602417
	Iteration 0F: 2 clusters Score -283769.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -281359.156250 Penalty: 2543.204834
	Iteration 0F: 3 clusters Score -281359.2 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -281960.406250 Penalty: 2543.204834
	Iteration 1F: 3 clusters Score -281960.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -282113.812500 Penalty: 2543.204834
	Iteration 2F: 3 clusters Score -282113.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -282233.875000 Penalty: 2543.204834
	Iteration 3F: 3 clusters Score -282233.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -282328.562500 Penalty: 2543.204834
	Iteration 4Q: 3 clusters Score -282328.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -282417.156250 Penalty: 2543.204834
	Iteration 5Q: 3 clusters Score -282417.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -282500.062500 Penalty: 2543.204834
	Iteration 6Q: 3 clusters Score -282500.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -282559.750000 Penalty: 2543.204834
	Iteration 7Q: 3 clusters Score -282559.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -282608.406250 Penalty: 2543.204834
	Iteration 8Q: 3 clusters Score -282608.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -282645.968750 Penalty: 2543.204834
	Iteration 9Q: 3 clusters Score -282646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -282684.250000 Penalty: 2543.204834
	Iteration 10Q: 3 clusters Score -282684.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -282713.031250 Penalty: 2543.204834
	Iteration 11Q: 3 clusters Score -282713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -282733.875000 Penalty: 2543.204834
	Iteration 12Q: 3 clusters Score -282733.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -282754.531250 Penalty: 2543.204834
	Iteration 13Q: 3 clusters Score -282754.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -282781.250000 Penalty: 2543.204834
	Iteration 14Q: 3 clusters Score -282781.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -282803.406250 Penalty: 2543.204834
	Iteration 15Q: 3 clusters Score -282803.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -282827.406250 Penalty: 2543.204834
	Iteration 16Q: 3 clusters Score -282827.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -282858.062500 Penalty: 2543.204834
	Iteration 17Q: 3 clusters Score -282858.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -282879.375000 Penalty: 2543.204834
	Iteration 18Q: 3 clusters Score -282879.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -282893.500000 Penalty: 2543.204834
	Iteration 19Q: 3 clusters Score -282893.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -282900.843750 Penalty: 2543.204834
	Iteration 20F: 3 clusters Score -282900.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -282915.687500 Penalty: 2543.204834
	Iteration 21Q: 3 clusters Score -282915.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -282927.375000 Penalty: 2543.204834
	Iteration 22Q: 3 clusters Score -282927.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -282936.968750 Penalty: 2543.204834
	Iteration 23Q: 3 clusters Score -282937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -282943.062500 Penalty: 2543.204834
	Iteration 24Q: 3 clusters Score -282943.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -282951.750000 Penalty: 2543.204834
	Iteration 25Q: 3 clusters Score -282951.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -282958.812500 Penalty: 2543.204834
	Iteration 26Q: 3 clusters Score -282958.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -282962.875000 Penalty: 2543.204834
	Iteration 27Q: 3 clusters Score -282962.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -282966.125000 Penalty: 2543.204834
	Iteration 28Q: 3 clusters Score -282966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -282967.625000 Penalty: 2543.204834
	Iteration 29Q: 3 clusters Score -282967.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -282967.625000 Penalty: 2543.204834
	Iteration 30F: 3 clusters Score -282967.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Entering Unmasked Estep 
Score: -7665537.000000 Penalty: 1792.310181
	Iteration 0F: 2 clusters Score -7665537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -7625064.500000 Penalty: 3584.620361
	Iteration 0F: 3 clusters Score -7625064 nChanged 29065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -7641721.500000 Penalty: 3584.620361
	Iteration 1F: 3 clusters Score -7641722 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -7642249.500000 Penalty: 3584.620361
	Iteration 2Q: 3 clusters Score -7642250 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -7642634.500000 Penalty: 3584.620361
	Iteration 3Q: 3 clusters Score -7642634 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -7643108.000000 Penalty: 3584.620361
	Iteration 4Q: 3 clusters Score -7643108 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -7643763.500000 Penalty: 3584.620361
	Iteration 5Q: 3 clusters Score -7643764 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -7644681.500000 Penalty: 3584.620361
	Iteration 6Q: 3 clusters Score -7644682 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -7646067.500000 Penalty: 3584.620361
	Iteration 7Q: 3 clusters Score -7646068 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -7648202.500000 Penalty: 3584.620361
	Iteration 8F: 3 clusters Score -7648202 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -7650923.500000 Penalty: 3584.620361
	Iteration 9F: 3 clusters Score -7650924 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -7653997.500000 Penalty: 3584.620361
	Iteration 10F: 3 clusters Score -7653998 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -7656545.000000 Penalty: 3584.620361
	Iteration 11F: 3 clusters Score -7656545 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -7658282.000000 Penalty: 3584.620361
	Iteration 12Q: 3 clusters Score -7658282 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -7659418.500000 Penalty: 3584.620361
	Iteration 13Q: 3 clusters Score -7659418 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -7660237.000000 Penalty: 3584.620361
	Iteration 14Q: 3 clusters Score -7660237 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -7660892.500000 Penalty: 3584.620361
	Iteration 15Q: 3 clusters Score -7660892 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -7661532.500000 Penalty: 3584.620361
	Iteration 16Q: 3 clusters Score -7661532 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -7662037.000000 Penalty: 3584.620361
	Iteration 17Q: 3 clusters Score -7662037 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -7662507.000000 Penalty: 3584.620361
	Iteration 18Q: 3 clusters Score -7662507 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -7662868.000000 Penalty: 3584.620361
	Iteration 19Q: 3 clusters Score -7662868 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -7663161.000000 Penalty: 3584.620361
	Iteration 20F: 3 clusters Score -7663161 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -7663388.500000 Penalty: 3584.620361
	Iteration 21Q: 3 clusters Score -7663388 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -7663553.500000 Penalty: 3584.620361
	Iteration 22Q: 3 clusters Score -7663554 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -7663680.500000 Penalty: 3584.620361
	Iteration 23Q: 3 clusters Score -7663680 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -7663769.000000 Penalty: 3584.620361
	Iteration 24Q: 3 clusters Score -7663769 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -7663844.000000 Penalty: 3584.620361
	Iteration 25Q: 3 clusters Score -7663844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -7663886.500000 Penalty: 3584.620361
	Iteration 26Q: 3 clusters Score -7663886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -7663918.500000 Penalty: 3584.620361
	Iteration 27Q: 3 clusters Score -7663918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -7663950.500000 Penalty: 3584.620361
	Iteration 28Q: 3 clusters Score -7663950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -7663976.500000 Penalty: 3584.620361
	Iteration 29Q: 3 clusters Score -7663976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -7663976.000000 Penalty: 3584.620361
	Iteration 30Q: 3 clusters Score -7663976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -7663990.500000 Penalty: 3584.620361
	Iteration 31Q: 3 clusters Score -7663990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -7663993.500000 Penalty: 3584.620361
	Iteration 32Q: 3 clusters Score -7663994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -7663995.000000 Penalty: 3584.620361
	Iteration 33Q: 3 clusters Score -7663995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -7663999.000000 Penalty: 3584.620361
	Iteration 34Q: 3 clusters Score -7663999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
Score: -7664000.000000 Penalty: 3584.620361
	Iteration 35Q: 3 clusters Score -7664000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -7664002.000000 Penalty: 3584.620361
	Iteration 36Q: 3 clusters Score -7664002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -7664000.000000 Penalty: 3584.620361
	Iteration 37Q: 3 clusters Score -7664000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
Score: -7664000.500000 Penalty: 3584.620361
	Iteration 38Q: 3 clusters Score -7664000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
Score: -7664000.500000 Penalty: 3584.620361
	Iteration 39F: 3 clusters Score -7664000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (83732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Entering Unmasked Estep 
Score: -10344861.000000 Penalty: 1841.998779
	Iteration 0F: 2 clusters Score -1.034486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -10293325.000000 Penalty: 3683.997559
	Iteration 0F: 3 clusters Score -1.029332e+07 nChanged 40051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -10316417.000000 Penalty: 3683.997559
	Iteration 1F: 3 clusters Score -1.031642e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -10317435.000000 Penalty: 3683.997559
	Iteration 2Q: 3 clusters Score -1.031744e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -10318736.000000 Penalty: 3683.997559
	Iteration 3Q: 3 clusters Score -1.031874e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -10320519.000000 Penalty: 3683.997559
	Iteration 4Q: 3 clusters Score -1.032052e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -10323073.000000 Penalty: 3683.997559
	Iteration 5F: 3 clusters Score -1.032307e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -10326208.000000 Penalty: 3683.997559
	Iteration 6F: 3 clusters Score -1.032621e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -10329525.000000 Penalty: 3683.997559
	Iteration 7F: 3 clusters Score -1.032952e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -10332640.000000 Penalty: 3683.997559
	Iteration 8F: 3 clusters Score -1.033264e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -10335274.000000 Penalty: 3683.997559
	Iteration 9F: 3 clusters Score -1.033527e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -10337632.000000 Penalty: 3683.997559
	Iteration 10Q: 3 clusters Score -1.033763e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77223 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -10339385.000000 Penalty: 3683.997559
	Iteration 11Q: 3 clusters Score -1.033938e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79147 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -10340540.000000 Penalty: 3683.997559
	Iteration 12Q: 3 clusters Score -1.034054e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -10341413.000000 Penalty: 3683.997559
	Iteration 13Q: 3 clusters Score -1.034141e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -10342080.000000 Penalty: 3683.997559
	Iteration 14Q: 3 clusters Score -1.034208e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -10342502.000000 Penalty: 3683.997559
	Iteration 15Q: 3 clusters Score -1.03425e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -10342747.000000 Penalty: 3683.997559
	Iteration 16Q: 3 clusters Score -1.034275e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10342939.000000 Penalty: 3683.997559
	Iteration 17Q: 3 clusters Score -1.034294e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10343092.000000 Penalty: 3683.997559
	Iteration 18Q: 3 clusters Score -1.034309e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10343166.000000 Penalty: 3683.997559
	Iteration 19Q: 3 clusters Score -1.034317e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10343223.000000 Penalty: 3683.997559
	Iteration 20F: 3 clusters Score -1.034322e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10343258.000000 Penalty: 3683.997559
	Iteration 21Q: 3 clusters Score -1.034326e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10343256.000000 Penalty: 3683.997559
	Iteration 22Q: 3 clusters Score -1.034326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83172 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10343265.000000 Penalty: 3683.997559
	Iteration 23Q: 3 clusters Score -1.034326e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -10343278.000000 Penalty: 3683.997559
	Iteration 24Q: 3 clusters Score -1.034328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83207 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10343290.000000 Penalty: 3683.997559
	Iteration 25Q: 3 clusters Score -1.034329e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10343304.000000 Penalty: 3683.997559
	Iteration 26Q: 3 clusters Score -1.03433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10343311.000000 Penalty: 3683.997559
	Iteration 27Q: 3 clusters Score -1.034331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83237 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10343323.000000 Penalty: 3683.997559
	Iteration 28Q: 3 clusters Score -1.034332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10343324.000000 Penalty: 3683.997559
	Iteration 29Q: 3 clusters Score -1.034332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10343323.000000 Penalty: 3683.997559
	Iteration 30Q: 3 clusters Score -1.034332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10343324.000000 Penalty: 3683.997559
	Iteration 31Q: 3 clusters Score -1.034332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -10343330.000000 Penalty: 3683.997559
	Iteration 32Q: 3 clusters Score -1.034333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10343326.000000 Penalty: 3683.997559
	Iteration 33Q: 3 clusters Score -1.034333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10343326.000000 Penalty: 3683.997559
	Iteration 34F: 3 clusters Score -1.034333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Entering Unmasked Estep 
Score: -7796151.500000 Penalty: 1794.791748
	Iteration 0F: 2 clusters Score -7796152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -7755250.500000 Penalty: 3589.583496
	Iteration 0F: 3 clusters Score -7755250 nChanged 29606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -7772146.000000 Penalty: 3589.583496
	Iteration 1F: 3 clusters Score -7772146 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -7772912.500000 Penalty: 3589.583496
	Iteration 2Q: 3 clusters Score -7772912 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -7773767.500000 Penalty: 3589.583496
	Iteration 3Q: 3 clusters Score -7773768 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -7775269.000000 Penalty: 3589.583496
	Iteration 4Q: 3 clusters Score -7775269 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -7777638.000000 Penalty: 3589.583496
	Iteration 5F: 3 clusters Score -7777638 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -7781310.000000 Penalty: 3589.583496
	Iteration 6F: 3 clusters Score -7781310 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -7785978.500000 Penalty: 3589.583496
	Iteration 7F: 3 clusters Score -7785978 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -7790265.500000 Penalty: 3589.583496
	Iteration 8F: 3 clusters Score -7790266 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -7792804.500000 Penalty: 3589.583496
	Iteration 9Q: 3 clusters Score -7792804 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -7793846.000000 Penalty: 3589.583496
	Iteration 10Q: 3 clusters Score -7793846 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 62227 members 
Entering Unmasked Estep 
Score: -7794306.000000 Penalty: 3589.583496
	Iteration 11Q: 3 clusters Score -7794306 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -7794459.500000 Penalty: 3589.583496
	Iteration 12Q: 3 clusters Score -7794460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -7794499.500000 Penalty: 3589.583496
	Iteration 13Q: 3 clusters Score -7794500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -7794525.000000 Penalty: 3589.583496
	Iteration 14Q: 3 clusters Score -7794525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -7794555.500000 Penalty: 3589.583496
	Iteration 15Q: 3 clusters Score -7794556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -7794568.000000 Penalty: 3589.583496
	Iteration 16Q: 3 clusters Score -7794568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -7794571.000000 Penalty: 3589.583496
	Iteration 17Q: 3 clusters Score -7794571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -7794576.000000 Penalty: 3589.583496
	Iteration 18Q: 3 clusters Score -7794576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -7794575.000000 Penalty: 3589.583496
	Iteration 19Q: 3 clusters Score -7794575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -7794582.000000 Penalty: 3589.583496
	Iteration 20F: 3 clusters Score -7794582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -271242.406250 Penalty: 1251.077148
	Iteration 0F: 2 clusters Score -271242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -269011.125000 Penalty: 2502.154297
	Iteration 0F: 3 clusters Score -269011.1 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -269551.031250 Penalty: 2502.154297
	Iteration 1F: 3 clusters Score -269551 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -269688.093750 Penalty: 2502.154297
	Iteration 2F: 3 clusters Score -269688.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -269802.281250 Penalty: 2502.154297
	Iteration 3F: 3 clusters Score -269802.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -269881.656250 Penalty: 2502.154297
	Iteration 4Q: 3 clusters Score -269881.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -269949.468750 Penalty: 2502.154297
	Iteration 5Q: 3 clusters Score -269949.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -270010.562500 Penalty: 2502.154297
	Iteration 6Q: 3 clusters Score -270010.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -270050.218750 Penalty: 2502.154297
	Iteration 7Q: 3 clusters Score -270050.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -270079.562500 Penalty: 2502.154297
	Iteration 8Q: 3 clusters Score -270079.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -270107.656250 Penalty: 2502.154297
	Iteration 9Q: 3 clusters Score -270107.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -270142.250000 Penalty: 2502.154297
	Iteration 10Q: 3 clusters Score -270142.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -270171.312500 Penalty: 2502.154297
	Iteration 11Q: 3 clusters Score -270171.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -270195.000000 Penalty: 2502.154297
	Iteration 12Q: 3 clusters Score -270195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -270215.812500 Penalty: 2502.154297
	Iteration 13Q: 3 clusters Score -270215.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -270243.718750 Penalty: 2502.154297
	Iteration 14Q: 3 clusters Score -270243.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -270271.687500 Penalty: 2502.154297
	Iteration 15Q: 3 clusters Score -270271.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -270297.406250 Penalty: 2502.154297
	Iteration 16Q: 3 clusters Score -270297.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -270326.343750 Penalty: 2502.154297
	Iteration 17Q: 3 clusters Score -270326.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -270356.343750 Penalty: 2502.154297
	Iteration 18Q: 3 clusters Score -270356.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -270405.562500 Penalty: 2502.154297
	Iteration 19Q: 3 clusters Score -270405.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -270470.750000 Penalty: 2502.154297
	Iteration 20F: 3 clusters Score -270470.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -270535.968750 Penalty: 2502.154297
	Iteration 21Q: 3 clusters Score -270536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -270581.031250 Penalty: 2502.154297
	Iteration 22Q: 3 clusters Score -270581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -270599.843750 Penalty: 2502.154297
	Iteration 23Q: 3 clusters Score -270599.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -270618.062500 Penalty: 2502.154297
	Iteration 24Q: 3 clusters Score -270618.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -270628.437500 Penalty: 2502.154297
	Iteration 25Q: 3 clusters Score -270628.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -270641.343750 Penalty: 2502.154297
	Iteration 26Q: 3 clusters Score -270641.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -270647.531250 Penalty: 2502.154297
	Iteration 27Q: 3 clusters Score -270647.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -270652.468750 Penalty: 2502.154297
	Iteration 28Q: 3 clusters Score -270652.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -270655.531250 Penalty: 2502.154297
	Iteration 29Q: 3 clusters Score -270655.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -270657.062500 Penalty: 2502.154297
	Iteration 30Q: 3 clusters Score -270657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -270659.750000 Penalty: 2502.154297
	Iteration 31Q: 3 clusters Score -270659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -270661.781250 Penalty: 2502.154297
	Iteration 32Q: 3 clusters Score -270661.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -270661.781250 Penalty: 2502.154297
	Iteration 33F: 3 clusters Score -270661.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Entering Unmasked Estep 
Score: -4311562.000000 Penalty: 1698.428711
	Iteration 0F: 2 clusters Score -4311562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -4288392.000000 Penalty: 3396.857422
	Iteration 0F: 3 clusters Score -4288392 nChanged 15971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -4297341.000000 Penalty: 3396.857422
	Iteration 1F: 3 clusters Score -4297341 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -4297765.500000 Penalty: 3396.857422
	Iteration 2Q: 3 clusters Score -4297766 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4298175.500000 Penalty: 3396.857422
	Iteration 3Q: 3 clusters Score -4298176 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -4298605.500000 Penalty: 3396.857422
	Iteration 4Q: 3 clusters Score -4298606 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -4299042.000000 Penalty: 3396.857422
	Iteration 5Q: 3 clusters Score -4299042 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -4299550.500000 Penalty: 3396.857422
	Iteration 6Q: 3 clusters Score -4299550 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4300108.500000 Penalty: 3396.857422
	Iteration 7Q: 3 clusters Score -4300108 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4300772.000000 Penalty: 3396.857422
	Iteration 8Q: 3 clusters Score -4300772 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -4301555.000000 Penalty: 3396.857422
	Iteration 9Q: 3 clusters Score -4301555 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -4302568.000000 Penalty: 3396.857422
	Iteration 10F: 3 clusters Score -4302568 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -4303796.500000 Penalty: 3396.857422
	Iteration 11F: 3 clusters Score -4303796 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -4305240.500000 Penalty: 3396.857422
	Iteration 12F: 3 clusters Score -4305240 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4306683.500000 Penalty: 3396.857422
	Iteration 13F: 3 clusters Score -4306684 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -4307931.000000 Penalty: 3396.857422
	Iteration 14Q: 3 clusters Score -4307931 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4308826.000000 Penalty: 3396.857422
	Iteration 15Q: 3 clusters Score -4308826 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -4309388.500000 Penalty: 3396.857422
	Iteration 16Q: 3 clusters Score -4309388 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -4309710.500000 Penalty: 3396.857422
	Iteration 17Q: 3 clusters Score -4309710 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -4309876.500000 Penalty: 3396.857422
	Iteration 18Q: 3 clusters Score -4309876 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -4309971.000000 Penalty: 3396.857422
	Iteration 19Q: 3 clusters Score -4309971 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4310004.000000 Penalty: 3396.857422
	Iteration 20F: 3 clusters Score -4310004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -4310023.000000 Penalty: 3396.857422
	Iteration 21Q: 3 clusters Score -4310023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -4310031.500000 Penalty: 3396.857422
	Iteration 22Q: 3 clusters Score -4310032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -4310044.500000 Penalty: 3396.857422
	Iteration 23Q: 3 clusters Score -4310044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -4310050.000000 Penalty: 3396.857422
	Iteration 24Q: 3 clusters Score -4310050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4310062.500000 Penalty: 3396.857422
	Iteration 25Q: 3 clusters Score -4310062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4310067.000000 Penalty: 3396.857422
	Iteration 26Q: 3 clusters Score -4310067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -4310071.500000 Penalty: 3396.857422
	Iteration 27Q: 3 clusters Score -4310072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -4310078.000000 Penalty: 3396.857422
	Iteration 28Q: 3 clusters Score -4310078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -4310083.500000 Penalty: 3396.857422
	Iteration 29Q: 3 clusters Score -4310084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -4310090.000000 Penalty: 3396.857422
	Iteration 30Q: 3 clusters Score -4310090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4310093.000000 Penalty: 3396.857422
	Iteration 31Q: 3 clusters Score -4310093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4310101.000000 Penalty: 3396.857422
	Iteration 32Q: 3 clusters Score -4310101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4310106.500000 Penalty: 3396.857422
	Iteration 33Q: 3 clusters Score -4310106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4310112.000000 Penalty: 3396.857422
	Iteration 34Q: 3 clusters Score -4310112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4310112.500000 Penalty: 3396.857422
	Iteration 35Q: 3 clusters Score -4310112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4310112.500000 Penalty: 3396.857422
	Iteration 36F: 3 clusters Score -4310112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Entering Unmasked Estep 
Score: -406985.312500 Penalty: 1323.698975
	Iteration 0F: 2 clusters Score -406985.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -403962.500000 Penalty: 2647.397949
	Iteration 0F: 3 clusters Score -403962.5 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -404763.062500 Penalty: 2647.397949
	Iteration 1F: 3 clusters Score -404763.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -404911.312500 Penalty: 2647.397949
	Iteration 2F: 3 clusters Score -404911.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -404978.062500 Penalty: 2647.397949
	Iteration 3Q: 3 clusters Score -404978.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -405026.593750 Penalty: 2647.397949
	Iteration 4Q: 3 clusters Score -405026.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -405063.000000 Penalty: 2647.397949
	Iteration 5Q: 3 clusters Score -405063 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -405090.343750 Penalty: 2647.397949
	Iteration 6Q: 3 clusters Score -405090.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -405118.812500 Penalty: 2647.397949
	Iteration 7Q: 3 clusters Score -405118.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -405139.937500 Penalty: 2647.397949
	Iteration 8Q: 3 clusters Score -405139.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -405156.718750 Penalty: 2647.397949
	Iteration 9Q: 3 clusters Score -405156.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -405169.312500 Penalty: 2647.397949
	Iteration 10Q: 3 clusters Score -405169.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -405184.906250 Penalty: 2647.397949
	Iteration 11Q: 3 clusters Score -405184.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -405200.250000 Penalty: 2647.397949
	Iteration 12Q: 3 clusters Score -405200.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -405210.406250 Penalty: 2647.397949
	Iteration 13Q: 3 clusters Score -405210.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -405219.312500 Penalty: 2647.397949
	Iteration 14Q: 3 clusters Score -405219.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -405229.562500 Penalty: 2647.397949
	Iteration 15Q: 3 clusters Score -405229.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -405236.125000 Penalty: 2647.397949
	Iteration 16Q: 3 clusters Score -405236.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -405242.218750 Penalty: 2647.397949
	Iteration 17Q: 3 clusters Score -405242.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -405247.937500 Penalty: 2647.397949
	Iteration 18Q: 3 clusters Score -405247.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -405253.250000 Penalty: 2647.397949
	Iteration 19Q: 3 clusters Score -405253.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -405257.531250 Penalty: 2647.397949
	Iteration 20F: 3 clusters Score -405257.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -405262.875000 Penalty: 2647.397949
	Iteration 21Q: 3 clusters Score -405262.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -405264.125000 Penalty: 2647.397949
	Iteration 22Q: 3 clusters Score -405264.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -405266.937500 Penalty: 2647.397949
	Iteration 23Q: 3 clusters Score -405266.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -405272.437500 Penalty: 2647.397949
	Iteration 24Q: 3 clusters Score -405272.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -405280.218750 Penalty: 2647.397949
	Iteration 25Q: 3 clusters Score -405280.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -405286.531250 Penalty: 2647.397949
	Iteration 26Q: 3 clusters Score -405286.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -405291.500000 Penalty: 2647.397949
	Iteration 27Q: 3 clusters Score -405291.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -405298.718750 Penalty: 2647.397949
	Iteration 28Q: 3 clusters Score -405298.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -405305.843750 Penalty: 2647.397949
	Iteration 29Q: 3 clusters Score -405305.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -405316.750000 Penalty: 2647.397949
	Iteration 30Q: 3 clusters Score -405316.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -405331.093750 Penalty: 2647.397949
	Iteration 31Q: 3 clusters Score -405331.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -405346.125000 Penalty: 2647.397949
	Iteration 32Q: 3 clusters Score -405346.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -405364.468750 Penalty: 2647.397949
	Iteration 33Q: 3 clusters Score -405364.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -405388.343750 Penalty: 2647.397949
	Iteration 34Q: 3 clusters Score -405388.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -405406.750000 Penalty: 2647.397949
	Iteration 35Q: 3 clusters Score -405406.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -405420.593750 Penalty: 2647.397949
	Iteration 36Q: 3 clusters Score -405420.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -405436.437500 Penalty: 2647.397949
	Iteration 37Q: 3 clusters Score -405436.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -405450.906250 Penalty: 2647.397949
	Iteration 38Q: 3 clusters Score -405450.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -405464.875000 Penalty: 2647.397949
	Iteration 39Q: 3 clusters Score -405464.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -405486.218750 Penalty: 2647.397949
	Iteration 40F: 3 clusters Score -405486.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -405506.625000 Penalty: 2647.397949
	Iteration 41Q: 3 clusters Score -405506.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -405530.500000 Penalty: 2647.397949
	Iteration 42Q: 3 clusters Score -405530.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -405558.906250 Penalty: 2647.397949
	Iteration 43Q: 3 clusters Score -405558.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -405590.375000 Penalty: 2647.397949
	Iteration 44Q: 3 clusters Score -405590.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -405618.281250 Penalty: 2647.397949
	Iteration 45Q: 3 clusters Score -405618.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -405647.000000 Penalty: 2647.397949
	Iteration 46Q: 3 clusters Score -405647 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -405673.031250 Penalty: 2647.397949
	Iteration 47Q: 3 clusters Score -405673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -405706.687500 Penalty: 2647.397949
	Iteration 48Q: 3 clusters Score -405706.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -405738.375000 Penalty: 2647.397949
	Iteration 49Q: 3 clusters Score -405738.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -405773.312500 Penalty: 2647.397949
	Iteration 50Q: 3 clusters Score -405773.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -405807.781250 Penalty: 2647.397949
	Iteration 51Q: 3 clusters Score -405807.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -405836.781250 Penalty: 2647.397949
	Iteration 52Q: 3 clusters Score -405836.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -405875.218750 Penalty: 2647.397949
	Iteration 53Q: 3 clusters Score -405875.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -405904.718750 Penalty: 2647.397949
	Iteration 54Q: 3 clusters Score -405904.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -405925.906250 Penalty: 2647.397949
	Iteration 55Q: 3 clusters Score -405925.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -405938.718750 Penalty: 2647.397949
	Iteration 56Q: 3 clusters Score -405938.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -405951.687500 Penalty: 2647.397949
	Iteration 57Q: 3 clusters Score -405951.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -405962.375000 Penalty: 2647.397949
	Iteration 58Q: 3 clusters Score -405962.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -405973.468750 Penalty: 2647.397949
	Iteration 59Q: 3 clusters Score -405973.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -405985.718750 Penalty: 2647.397949
	Iteration 60F: 3 clusters Score -405985.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -405994.375000 Penalty: 2647.397949
	Iteration 61Q: 3 clusters Score -405994.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -406003.968750 Penalty: 2647.397949
	Iteration 62Q: 3 clusters Score -406004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -406012.843750 Penalty: 2647.397949
	Iteration 63Q: 3 clusters Score -406012.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -406016.406250 Penalty: 2647.397949
	Iteration 64Q: 3 clusters Score -406016.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -406028.187500 Penalty: 2647.397949
	Iteration 65Q: 3 clusters Score -406028.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -406036.437500 Penalty: 2647.397949
	Iteration 66Q: 3 clusters Score -406036.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -406041.656250 Penalty: 2647.397949
	Iteration 67Q: 3 clusters Score -406041.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -406047.562500 Penalty: 2647.397949
	Iteration 68Q: 3 clusters Score -406047.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -406054.375000 Penalty: 2647.397949
	Iteration 69Q: 3 clusters Score -406054.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -406056.000000 Penalty: 2647.397949
	Iteration 70Q: 3 clusters Score -406056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -406057.843750 Penalty: 2647.397949
	Iteration 71Q: 3 clusters Score -406057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -406058.875000 Penalty: 2647.397949
	Iteration 72Q: 3 clusters Score -406058.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -406058.875000 Penalty: 2647.397949
	Iteration 73F: 3 clusters Score -406058.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Entering Unmasked Estep 
Score: -742946.687500 Penalty: 1414.373779
	Iteration 0F: 2 clusters Score -742946.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -738339.812500 Penalty: 2828.747559
	Iteration 0F: 3 clusters Score -738339.8 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -739694.062500 Penalty: 2828.747559
	Iteration 1F: 3 clusters Score -739694.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -739894.687500 Penalty: 2828.747559
	Iteration 2F: 3 clusters Score -739894.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -740034.562500 Penalty: 2828.747559
	Iteration 3F: 3 clusters Score -740034.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -740129.875000 Penalty: 2828.747559
	Iteration 4Q: 3 clusters Score -740129.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -740204.500000 Penalty: 2828.747559
	Iteration 5Q: 3 clusters Score -740204.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -740266.312500 Penalty: 2828.747559
	Iteration 6Q: 3 clusters Score -740266.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -740329.437500 Penalty: 2828.747559
	Iteration 7Q: 3 clusters Score -740329.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -740394.187500 Penalty: 2828.747559
	Iteration 8Q: 3 clusters Score -740394.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -740469.000000 Penalty: 2828.747559
	Iteration 9Q: 3 clusters Score -740469 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -740556.125000 Penalty: 2828.747559
	Iteration 10Q: 3 clusters Score -740556.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -740657.000000 Penalty: 2828.747559
	Iteration 11Q: 3 clusters Score -740657 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -740769.750000 Penalty: 2828.747559
	Iteration 12Q: 3 clusters Score -740769.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -740884.812500 Penalty: 2828.747559
	Iteration 13Q: 3 clusters Score -740884.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -740999.062500 Penalty: 2828.747559
	Iteration 14Q: 3 clusters Score -740999.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -741115.625000 Penalty: 2828.747559
	Iteration 15Q: 3 clusters Score -741115.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -741217.000000 Penalty: 2828.747559
	Iteration 16Q: 3 clusters Score -741217 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -741329.000000 Penalty: 2828.747559
	Iteration 17Q: 3 clusters Score -741329 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -741425.125000 Penalty: 2828.747559
	Iteration 18Q: 3 clusters Score -741425.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -741498.562500 Penalty: 2828.747559
	Iteration 19Q: 3 clusters Score -741498.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -741559.437500 Penalty: 2828.747559
	Iteration 20F: 3 clusters Score -741559.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -741605.250000 Penalty: 2828.747559
	Iteration 21Q: 3 clusters Score -741605.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -741641.562500 Penalty: 2828.747559
	Iteration 22Q: 3 clusters Score -741641.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -741675.875000 Penalty: 2828.747559
	Iteration 23Q: 3 clusters Score -741675.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -741699.562500 Penalty: 2828.747559
	Iteration 24Q: 3 clusters Score -741699.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -741719.125000 Penalty: 2828.747559
	Iteration 25Q: 3 clusters Score -741719.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -741735.875000 Penalty: 2828.747559
	Iteration 26Q: 3 clusters Score -741735.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -741752.875000 Penalty: 2828.747559
	Iteration 27Q: 3 clusters Score -741752.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -741763.125000 Penalty: 2828.747559
	Iteration 28Q: 3 clusters Score -741763.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -741771.000000 Penalty: 2828.747559
	Iteration 29Q: 3 clusters Score -741771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -741776.312500 Penalty: 2828.747559
	Iteration 30Q: 3 clusters Score -741776.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -741780.875000 Penalty: 2828.747559
	Iteration 31Q: 3 clusters Score -741780.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -741788.187500 Penalty: 2828.747559
	Iteration 32Q: 3 clusters Score -741788.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -741792.000000 Penalty: 2828.747559
	Iteration 33Q: 3 clusters Score -741792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -741798.687500 Penalty: 2828.747559
	Iteration 34Q: 3 clusters Score -741798.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -741804.250000 Penalty: 2828.747559
	Iteration 35Q: 3 clusters Score -741804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -741807.062500 Penalty: 2828.747559
	Iteration 36Q: 3 clusters Score -741807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -741811.250000 Penalty: 2828.747559
	Iteration 37Q: 3 clusters Score -741811.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -741813.375000 Penalty: 2828.747559
	Iteration 38Q: 3 clusters Score -741813.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -741815.937500 Penalty: 2828.747559
	Iteration 39Q: 3 clusters Score -741815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -741818.500000 Penalty: 2828.747559
	Iteration 40F: 3 clusters Score -741818.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -741819.625000 Penalty: 2828.747559
	Iteration 41Q: 3 clusters Score -741819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -741825.125000 Penalty: 2828.747559
	Iteration 42Q: 3 clusters Score -741825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -741826.500000 Penalty: 2828.747559
	Iteration 43Q: 3 clusters Score -741826.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -741828.750000 Penalty: 2828.747559
	Iteration 44Q: 3 clusters Score -741828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -741829.375000 Penalty: 2828.747559
	Iteration 45Q: 3 clusters Score -741829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -741831.437500 Penalty: 2828.747559
	Iteration 46Q: 3 clusters Score -741831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -741831.875000 Penalty: 2828.747559
	Iteration 47Q: 3 clusters Score -741831.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -741831.875000 Penalty: 2828.747559
	Iteration 48F: 3 clusters Score -741831.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Entering Unmasked Estep 
Score: -1352533.625000 Penalty: 1507.887329
	Iteration 0F: 2 clusters Score -1352534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1344836.375000 Penalty: 3015.774658
	Iteration 0F: 3 clusters Score -1344836 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1347341.125000 Penalty: 3015.774658
	Iteration 1F: 3 clusters Score -1347341 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1347601.375000 Penalty: 3015.774658
	Iteration 2F: 3 clusters Score -1347601 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1347790.125000 Penalty: 3015.774658
	Iteration 3Q: 3 clusters Score -1347790 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1347924.375000 Penalty: 3015.774658
	Iteration 4Q: 3 clusters Score -1347924 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1348039.000000 Penalty: 3015.774658
	Iteration 5Q: 3 clusters Score -1348039 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1348162.250000 Penalty: 3015.774658
	Iteration 6Q: 3 clusters Score -1348162 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1348295.750000 Penalty: 3015.774658
	Iteration 7Q: 3 clusters Score -1348296 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1348451.500000 Penalty: 3015.774658
	Iteration 8Q: 3 clusters Score -1348452 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1348670.500000 Penalty: 3015.774658
	Iteration 9Q: 3 clusters Score -1348670 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1348939.875000 Penalty: 3015.774658
	Iteration 10Q: 3 clusters Score -1348940 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1349291.250000 Penalty: 3015.774658
	Iteration 11Q: 3 clusters Score -1349291 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1349675.250000 Penalty: 3015.774658
	Iteration 12F: 3 clusters Score -1349675 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1350080.250000 Penalty: 3015.774658
	Iteration 13Q: 3 clusters Score -1350080 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1350426.625000 Penalty: 3015.774658
	Iteration 14Q: 3 clusters Score -1350427 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1350691.125000 Penalty: 3015.774658
	Iteration 15Q: 3 clusters Score -1350691 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1350891.375000 Penalty: 3015.774658
	Iteration 16Q: 3 clusters Score -1350891 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1351008.875000 Penalty: 3015.774658
	Iteration 17Q: 3 clusters Score -1351009 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1351084.625000 Penalty: 3015.774658
	Iteration 18Q: 3 clusters Score -1351085 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1351131.250000 Penalty: 3015.774658
	Iteration 19Q: 3 clusters Score -1351131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1351170.750000 Penalty: 3015.774658
	Iteration 20F: 3 clusters Score -1351171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1351188.500000 Penalty: 3015.774658
	Iteration 21Q: 3 clusters Score -1351188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1351199.875000 Penalty: 3015.774658
	Iteration 22Q: 3 clusters Score -1351200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1351213.625000 Penalty: 3015.774658
	Iteration 23Q: 3 clusters Score -1351214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1351219.125000 Penalty: 3015.774658
	Iteration 24Q: 3 clusters Score -1351219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1351221.375000 Penalty: 3015.774658
	Iteration 25Q: 3 clusters Score -1351221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1351229.125000 Penalty: 3015.774658
	Iteration 26Q: 3 clusters Score -1351229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1351234.250000 Penalty: 3015.774658
	Iteration 27Q: 3 clusters Score -1351234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1351240.875000 Penalty: 3015.774658
	Iteration 28Q: 3 clusters Score -1351241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1351243.375000 Penalty: 3015.774658
	Iteration 29Q: 3 clusters Score -1351243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1351244.500000 Penalty: 3015.774658
	Iteration 30Q: 3 clusters Score -1351244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1351244.500000 Penalty: 3015.774658
	Iteration 31F: 3 clusters Score -1351244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -37638.335938 Penalty: 970.330078
	Iteration 0F: 2 clusters Score -37638.34 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 183 members 
Entering Unmasked Estep 
Score: -36769.203125 Penalty: 1940.660156
	Iteration 0F: 3 clusters Score -36769.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36995.582031 Penalty: 1940.660156
	Iteration 1F: 3 clusters Score -36995.58 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37159.703125 Penalty: 1940.660156
	Iteration 2F: 3 clusters Score -37159.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -37318.027344 Penalty: 1940.660156
	Iteration 3F: 3 clusters Score -37318.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -37390.371094 Penalty: 1940.660156
	Iteration 4Q: 3 clusters Score -37390.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -37438.066406 Penalty: 1940.660156
	Iteration 5Q: 3 clusters Score -37438.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -37440.562500 Penalty: 1940.660156
	Iteration 6Q: 3 clusters Score -37440.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -37440.562500 Penalty: 1940.660156
	Iteration 7F: 3 clusters Score -37440.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Entering Unmasked Estep 
Score: -2200927.500000 Penalty: 1586.751953
	Iteration 0F: 2 clusters Score -2200928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2189065.250000 Penalty: 3173.503906
	Iteration 0F: 3 clusters Score -2189065 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2193325.250000 Penalty: 3173.503906
	Iteration 1F: 3 clusters Score -2193325 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2193619.000000 Penalty: 3173.503906
	Iteration 2Q: 3 clusters Score -2193619 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2193940.000000 Penalty: 3173.503906
	Iteration 3Q: 3 clusters Score -2193940 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2194333.000000 Penalty: 3173.503906
	Iteration 4Q: 3 clusters Score -2194333 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2194849.500000 Penalty: 3173.503906
	Iteration 5F: 3 clusters Score -2194850 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2195591.000000 Penalty: 3173.503906
	Iteration 6F: 3 clusters Score -2195591 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2196551.500000 Penalty: 3173.503906
	Iteration 7F: 3 clusters Score -2196552 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2197510.250000 Penalty: 3173.503906
	Iteration 8F: 3 clusters Score -2197510 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2198344.750000 Penalty: 3173.503906
	Iteration 9F: 3 clusters Score -2198345 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2198912.000000 Penalty: 3173.503906
	Iteration 10Q: 3 clusters Score -2198912 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2199207.500000 Penalty: 3173.503906
	Iteration 11Q: 3 clusters Score -2199208 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2199360.500000 Penalty: 3173.503906
	Iteration 12Q: 3 clusters Score -2199360 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2199442.500000 Penalty: 3173.503906
	Iteration 13Q: 3 clusters Score -2199442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2199488.500000 Penalty: 3173.503906
	Iteration 14Q: 3 clusters Score -2199488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2199520.250000 Penalty: 3173.503906
	Iteration 15Q: 3 clusters Score -2199520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2199537.000000 Penalty: 3173.503906
	Iteration 16Q: 3 clusters Score -2199537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2199550.750000 Penalty: 3173.503906
	Iteration 17Q: 3 clusters Score -2199551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2199559.750000 Penalty: 3173.503906
	Iteration 18Q: 3 clusters Score -2199560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2199560.750000 Penalty: 3173.503906
	Iteration 19Q: 3 clusters Score -2199561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2199563.000000 Penalty: 3173.503906
	Iteration 20F: 3 clusters Score -2199563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2199565.750000 Penalty: 3173.503906
	Iteration 21Q: 3 clusters Score -2199566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2199567.750000 Penalty: 3173.503906
	Iteration 22Q: 3 clusters Score -2199568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2199571.000000 Penalty: 3173.503906
	Iteration 23Q: 3 clusters Score -2199571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2199572.000000 Penalty: 3173.503906
	Iteration 24Q: 3 clusters Score -2199572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2199572.000000 Penalty: 3173.503906
	Iteration 25F: 3 clusters Score -2199572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Entering Unmasked Estep 
Score: -1771454.500000 Penalty: 1559.241211
	Iteration 0F: 2 clusters Score -1771454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1761342.000000 Penalty: 3118.482422
	Iteration 0F: 3 clusters Score -1761342 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1764739.875000 Penalty: 3118.482422
	Iteration 1F: 3 clusters Score -1764740 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1764971.875000 Penalty: 3118.482422
	Iteration 2Q: 3 clusters Score -1764972 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1765164.000000 Penalty: 3118.482422
	Iteration 3Q: 3 clusters Score -1765164 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1765287.375000 Penalty: 3118.482422
	Iteration 4Q: 3 clusters Score -1765287 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1765386.750000 Penalty: 3118.482422
	Iteration 5Q: 3 clusters Score -1765387 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1765485.250000 Penalty: 3118.482422
	Iteration 6Q: 3 clusters Score -1765485 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1765558.125000 Penalty: 3118.482422
	Iteration 7Q: 3 clusters Score -1765558 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1765624.375000 Penalty: 3118.482422
	Iteration 8Q: 3 clusters Score -1765624 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1765678.750000 Penalty: 3118.482422
	Iteration 9Q: 3 clusters Score -1765679 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1765729.000000 Penalty: 3118.482422
	Iteration 10Q: 3 clusters Score -1765729 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1765781.625000 Penalty: 3118.482422
	Iteration 11Q: 3 clusters Score -1765782 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1765825.000000 Penalty: 3118.482422
	Iteration 12Q: 3 clusters Score -1765825 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1765862.250000 Penalty: 3118.482422
	Iteration 13Q: 3 clusters Score -1765862 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1765899.250000 Penalty: 3118.482422
	Iteration 14Q: 3 clusters Score -1765899 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1765939.875000 Penalty: 3118.482422
	Iteration 15Q: 3 clusters Score -1765940 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1765983.625000 Penalty: 3118.482422
	Iteration 16Q: 3 clusters Score -1765984 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1766026.125000 Penalty: 3118.482422
	Iteration 17Q: 3 clusters Score -1766026 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1766085.750000 Penalty: 3118.482422
	Iteration 18Q: 3 clusters Score -1766086 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1766157.375000 Penalty: 3118.482422
	Iteration 19Q: 3 clusters Score -1766157 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1766236.875000 Penalty: 3118.482422
	Iteration 20F: 3 clusters Score -1766237 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1766350.625000 Penalty: 3118.482422
	Iteration 21Q: 3 clusters Score -1766351 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1766506.250000 Penalty: 3118.482422
	Iteration 22Q: 3 clusters Score -1766506 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1766720.625000 Penalty: 3118.482422
	Iteration 23Q: 3 clusters Score -1766721 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1767056.625000 Penalty: 3118.482422
	Iteration 24Q: 3 clusters Score -1767057 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1767522.500000 Penalty: 3118.482422
	Iteration 25Q: 3 clusters Score -1767522 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1768125.375000 Penalty: 3118.482422
	Iteration 26F: 3 clusters Score -1768125 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1768771.500000 Penalty: 3118.482422
	Iteration 27F: 3 clusters Score -1768772 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1769301.875000 Penalty: 3118.482422
	Iteration 28Q: 3 clusters Score -1769302 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1769671.875000 Penalty: 3118.482422
	Iteration 29Q: 3 clusters Score -1769672 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1769878.125000 Penalty: 3118.482422
	Iteration 30Q: 3 clusters Score -1769878 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1769989.500000 Penalty: 3118.482422
	Iteration 31Q: 3 clusters Score -1769990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1770033.250000 Penalty: 3118.482422
	Iteration 32Q: 3 clusters Score -1770033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1770057.750000 Penalty: 3118.482422
	Iteration 33Q: 3 clusters Score -1770058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1770067.250000 Penalty: 3118.482422
	Iteration 34Q: 3 clusters Score -1770067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1770074.000000 Penalty: 3118.482422
	Iteration 35Q: 3 clusters Score -1770074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1770079.250000 Penalty: 3118.482422
	Iteration 36Q: 3 clusters Score -1770079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1770087.750000 Penalty: 3118.482422
	Iteration 37Q: 3 clusters Score -1770088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1770099.000000 Penalty: 3118.482422
	Iteration 38Q: 3 clusters Score -1770099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1770112.750000 Penalty: 3118.482422
	Iteration 39Q: 3 clusters Score -1770113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1770118.625000 Penalty: 3118.482422
	Iteration 40F: 3 clusters Score -1770119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1770125.375000 Penalty: 3118.482422
	Iteration 41Q: 3 clusters Score -1770125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1770127.625000 Penalty: 3118.482422
	Iteration 42Q: 3 clusters Score -1770128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1770128.000000 Penalty: 3118.482422
	Iteration 43Q: 3 clusters Score -1770128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1770128.000000 Penalty: 3118.482422
	Iteration 44F: 3 clusters Score -1770128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -256285.765625 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -256285.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -254108.203125 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -254108.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -254588.921875 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -254588.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -254714.734375 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -254714.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -254763.968750 Penalty: 2493.040771
	Iteration 3Q: 3 clusters Score -254764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -254791.312500 Penalty: 2493.040771
	Iteration 4Q: 3 clusters Score -254791.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -254815.812500 Penalty: 2493.040771
	Iteration 5Q: 3 clusters Score -254815.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -254836.500000 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -254836.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -254851.468750 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -254851.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -254863.343750 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -254863.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -254874.937500 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -254874.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -254888.000000 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -254888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -254895.328125 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -254895.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -254901.843750 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -254901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -254905.281250 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -254905.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -254907.046875 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -254907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -254909.890625 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -254909.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -254911.515625 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -254911.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -254913.515625 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -254913.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -254916.171875 Penalty: 2493.040771
	Iteration 18Q: 3 clusters Score -254916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -254918.093750 Penalty: 2493.040771
	Iteration 19Q: 3 clusters Score -254918.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -254920.437500 Penalty: 2493.040771
	Iteration 20F: 3 clusters Score -254920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -254921.859375 Penalty: 2493.040771
	Iteration 21Q: 3 clusters Score -254921.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -254923.796875 Penalty: 2493.040771
	Iteration 22Q: 3 clusters Score -254923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -254924.703125 Penalty: 2493.040771
	Iteration 23Q: 3 clusters Score -254924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -254925.781250 Penalty: 2493.040771
	Iteration 24Q: 3 clusters Score -254925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -254927.437500 Penalty: 2493.040771
	Iteration 25Q: 3 clusters Score -254927.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -254927.906250 Penalty: 2493.040771
	Iteration 26Q: 3 clusters Score -254927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -254928.484375 Penalty: 2493.040771
	Iteration 27Q: 3 clusters Score -254928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -254929.125000 Penalty: 2493.040771
	Iteration 28Q: 3 clusters Score -254929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -254929.468750 Penalty: 2493.040771
	Iteration 29Q: 3 clusters Score -254929.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -254929.828125 Penalty: 2493.040771
	Iteration 30Q: 3 clusters Score -254929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -254929.828125 Penalty: 2493.040771
	Iteration 31F: 3 clusters Score -254929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -461017.781250 Penalty: 1336.513794
	Iteration 0F: 2 clusters Score -461017.8 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 1856 members 
Entering Unmasked Estep 
Score: -457823.156250 Penalty: 2673.027588
	Iteration 0F: 3 clusters Score -457823.2 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -458652.125000 Penalty: 2673.027588
	Iteration 1F: 3 clusters Score -458652.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -458803.906250 Penalty: 2673.027588
	Iteration 2F: 3 clusters Score -458803.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -458909.625000 Penalty: 2673.027588
	Iteration 3Q: 3 clusters Score -458909.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -458968.625000 Penalty: 2673.027588
	Iteration 4Q: 3 clusters Score -458968.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -459009.937500 Penalty: 2673.027588
	Iteration 5Q: 3 clusters Score -459009.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -459037.843750 Penalty: 2673.027588
	Iteration 6Q: 3 clusters Score -459037.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -459066.468750 Penalty: 2673.027588
	Iteration 7Q: 3 clusters Score -459066.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -459090.000000 Penalty: 2673.027588
	Iteration 8Q: 3 clusters Score -459090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -459109.375000 Penalty: 2673.027588
	Iteration 9Q: 3 clusters Score -459109.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -459125.437500 Penalty: 2673.027588
	Iteration 10Q: 3 clusters Score -459125.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -459136.250000 Penalty: 2673.027588
	Iteration 11Q: 3 clusters Score -459136.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -459148.500000 Penalty: 2673.027588
	Iteration 12Q: 3 clusters Score -459148.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -459168.281250 Penalty: 2673.027588
	Iteration 13Q: 3 clusters Score -459168.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -459184.093750 Penalty: 2673.027588
	Iteration 14Q: 3 clusters Score -459184.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -459199.656250 Penalty: 2673.027588
	Iteration 15Q: 3 clusters Score -459199.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -459215.468750 Penalty: 2673.027588
	Iteration 16Q: 3 clusters Score -459215.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -459236.718750 Penalty: 2673.027588
	Iteration 17Q: 3 clusters Score -459236.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -459260.437500 Penalty: 2673.027588
	Iteration 18Q: 3 clusters Score -459260.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -459281.562500 Penalty: 2673.027588
	Iteration 19Q: 3 clusters Score -459281.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -459305.187500 Penalty: 2673.027588
	Iteration 20F: 3 clusters Score -459305.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -459330.125000 Penalty: 2673.027588
	Iteration 21Q: 3 clusters Score -459330.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -459344.906250 Penalty: 2673.027588
	Iteration 22Q: 3 clusters Score -459344.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -459361.468750 Penalty: 2673.027588
	Iteration 23Q: 3 clusters Score -459361.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -459383.000000 Penalty: 2673.027588
	Iteration 24Q: 3 clusters Score -459383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -459412.656250 Penalty: 2673.027588
	Iteration 25Q: 3 clusters Score -459412.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -459448.125000 Penalty: 2673.027588
	Iteration 26Q: 3 clusters Score -459448.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -459477.562500 Penalty: 2673.027588
	Iteration 27Q: 3 clusters Score -459477.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -459511.312500 Penalty: 2673.027588
	Iteration 28Q: 3 clusters Score -459511.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -459536.625000 Penalty: 2673.027588
	Iteration 29Q: 3 clusters Score -459536.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -459552.906250 Penalty: 2673.027588
	Iteration 30Q: 3 clusters Score -459552.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -459564.156250 Penalty: 2673.027588
	Iteration 31Q: 3 clusters Score -459564.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -459575.437500 Penalty: 2673.027588
	Iteration 32Q: 3 clusters Score -459575.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -459587.406250 Penalty: 2673.027588
	Iteration 33Q: 3 clusters Score -459587.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -459601.125000 Penalty: 2673.027588
	Iteration 34Q: 3 clusters Score -459601.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -459618.187500 Penalty: 2673.027588
	Iteration 35Q: 3 clusters Score -459618.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -459627.312500 Penalty: 2673.027588
	Iteration 36Q: 3 clusters Score -459627.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -459635.781250 Penalty: 2673.027588
	Iteration 37Q: 3 clusters Score -459635.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -459644.718750 Penalty: 2673.027588
	Iteration 38Q: 3 clusters Score -459644.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -459649.906250 Penalty: 2673.027588
	Iteration 39Q: 3 clusters Score -459649.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -459658.968750 Penalty: 2673.027588
	Iteration 40F: 3 clusters Score -459659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -459667.187500 Penalty: 2673.027588
	Iteration 41Q: 3 clusters Score -459667.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -459674.375000 Penalty: 2673.027588
	Iteration 42Q: 3 clusters Score -459674.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -459678.843750 Penalty: 2673.027588
	Iteration 43Q: 3 clusters Score -459678.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -459683.687500 Penalty: 2673.027588
	Iteration 44Q: 3 clusters Score -459683.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -459691.593750 Penalty: 2673.027588
	Iteration 45Q: 3 clusters Score -459691.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -459696.687500 Penalty: 2673.027588
	Iteration 46Q: 3 clusters Score -459696.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -459700.375000 Penalty: 2673.027588
	Iteration 47Q: 3 clusters Score -459700.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -459703.343750 Penalty: 2673.027588
	Iteration 48Q: 3 clusters Score -459703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -459705.781250 Penalty: 2673.027588
	Iteration 49Q: 3 clusters Score -459705.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -459706.906250 Penalty: 2673.027588
	Iteration 50Q: 3 clusters Score -459706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -459707.812500 Penalty: 2673.027588
	Iteration 51Q: 3 clusters Score -459707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -459707.812500 Penalty: 2673.027588
	Iteration 52F: 3 clusters Score -459707.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -18534.492188 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -18534.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17947.527344 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -17947.53 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18109.535156 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -18109.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18194.267578 Penalty: 1726.791992
	Iteration 2Q: 3 clusters Score -18194.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18230.275391 Penalty: 1726.791992
	Iteration 3F: 3 clusters Score -18230.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18242.908203 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -18242.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18257.779297 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -18257.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18272.908203 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -18272.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18277.753906 Penalty: 1726.791992
	Iteration 7Q: 3 clusters Score -18277.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18279.322266 Penalty: 1726.791992
	Iteration 8Q: 3 clusters Score -18279.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18279.322266 Penalty: 1726.791992
	Iteration 9F: 3 clusters Score -18279.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Entering Unmasked Estep 
Score: -4833979.500000 Penalty: 1714.066284
	Iteration 0F: 2 clusters Score -4833980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -4808374.000000 Penalty: 3428.132568
	Iteration 0F: 3 clusters Score -4808374 nChanged 17656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4818316.500000 Penalty: 3428.132568
	Iteration 1F: 3 clusters Score -4818316 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -4818743.500000 Penalty: 3428.132568
	Iteration 2Q: 3 clusters Score -4818744 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4819280.000000 Penalty: 3428.132568
	Iteration 3Q: 3 clusters Score -4819280 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -4819885.500000 Penalty: 3428.132568
	Iteration 4Q: 3 clusters Score -4819886 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -4820689.500000 Penalty: 3428.132568
	Iteration 5Q: 3 clusters Score -4820690 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -4821744.500000 Penalty: 3428.132568
	Iteration 6Q: 3 clusters Score -4821744 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -4822990.500000 Penalty: 3428.132568
	Iteration 7F: 3 clusters Score -4822990 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -4824513.000000 Penalty: 3428.132568
	Iteration 8F: 3 clusters Score -4824513 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -4826317.000000 Penalty: 3428.132568
	Iteration 9F: 3 clusters Score -4826317 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -4828021.000000 Penalty: 3428.132568
	Iteration 10F: 3 clusters Score -4828021 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4829583.500000 Penalty: 3428.132568
	Iteration 11F: 3 clusters Score -4829584 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4830704.500000 Penalty: 3428.132568
	Iteration 12Q: 3 clusters Score -4830704 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4831464.000000 Penalty: 3428.132568
	Iteration 13Q: 3 clusters Score -4831464 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4831901.500000 Penalty: 3428.132568
	Iteration 14Q: 3 clusters Score -4831902 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4832146.000000 Penalty: 3428.132568
	Iteration 15Q: 3 clusters Score -4832146 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4832263.000000 Penalty: 3428.132568
	Iteration 16Q: 3 clusters Score -4832263 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4832334.500000 Penalty: 3428.132568
	Iteration 17Q: 3 clusters Score -4832334 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4832390.000000 Penalty: 3428.132568
	Iteration 18Q: 3 clusters Score -4832390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4832436.500000 Penalty: 3428.132568
	Iteration 19Q: 3 clusters Score -4832436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4832463.500000 Penalty: 3428.132568
	Iteration 20F: 3 clusters Score -4832464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4832488.000000 Penalty: 3428.132568
	Iteration 21Q: 3 clusters Score -4832488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4832498.500000 Penalty: 3428.132568
	Iteration 22Q: 3 clusters Score -4832498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4832511.000000 Penalty: 3428.132568
	Iteration 23Q: 3 clusters Score -4832511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4832523.500000 Penalty: 3428.132568
	Iteration 24Q: 3 clusters Score -4832524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4832529.000000 Penalty: 3428.132568
	Iteration 25Q: 3 clusters Score -4832529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4832536.500000 Penalty: 3428.132568
	Iteration 26Q: 3 clusters Score -4832536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4832540.500000 Penalty: 3428.132568
	Iteration 27Q: 3 clusters Score -4832540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4832543.500000 Penalty: 3428.132568
	Iteration 28Q: 3 clusters Score -4832544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4832545.000000 Penalty: 3428.132568
	Iteration 29Q: 3 clusters Score -4832545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4832545.000000 Penalty: 3428.132568
	Iteration 30Q: 3 clusters Score -4832545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4832551.500000 Penalty: 3428.132568
	Iteration 31Q: 3 clusters Score -4832552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4832556.500000 Penalty: 3428.132568
	Iteration 32Q: 3 clusters Score -4832556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4832558.500000 Penalty: 3428.132568
	Iteration 33Q: 3 clusters Score -4832558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4832559.000000 Penalty: 3428.132568
	Iteration 34Q: 3 clusters Score -4832559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4832561.500000 Penalty: 3428.132568
	Iteration 35Q: 3 clusters Score -4832562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4832561.500000 Penalty: 3428.132568
	Iteration 36Q: 3 clusters Score -4832562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4832563.000000 Penalty: 3428.132568
	Iteration 37Q: 3 clusters Score -4832563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4832563.000000 Penalty: 3428.132568
	Iteration 38Q: 3 clusters Score -4832563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4832566.000000 Penalty: 3428.132568
	Iteration 39Q: 3 clusters Score -4832566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4832566.000000 Penalty: 3428.132568
	Iteration 40F: 3 clusters Score -4832566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -221825.015625 Penalty: 1218.025635
	Iteration 0F: 2 clusters Score -221825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -219847.250000 Penalty: 2436.051270
	Iteration 0F: 3 clusters Score -219847.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -220251.468750 Penalty: 2436.051270
	Iteration 1F: 3 clusters Score -220251.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -220358.828125 Penalty: 2436.051270
	Iteration 2F: 3 clusters Score -220358.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -220436.859375 Penalty: 2436.051270
	Iteration 3F: 3 clusters Score -220436.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -220486.062500 Penalty: 2436.051270
	Iteration 4Q: 3 clusters Score -220486.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -220519.921875 Penalty: 2436.051270
	Iteration 5Q: 3 clusters Score -220519.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -220555.265625 Penalty: 2436.051270
	Iteration 6Q: 3 clusters Score -220555.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -220584.937500 Penalty: 2436.051270
	Iteration 7Q: 3 clusters Score -220584.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -220608.406250 Penalty: 2436.051270
	Iteration 8Q: 3 clusters Score -220608.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -220634.953125 Penalty: 2436.051270
	Iteration 9Q: 3 clusters Score -220635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -220664.187500 Penalty: 2436.051270
	Iteration 10Q: 3 clusters Score -220664.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -220686.718750 Penalty: 2436.051270
	Iteration 11Q: 3 clusters Score -220686.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -220706.312500 Penalty: 2436.051270
	Iteration 12Q: 3 clusters Score -220706.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -220729.937500 Penalty: 2436.051270
	Iteration 13Q: 3 clusters Score -220729.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -220746.890625 Penalty: 2436.051270
	Iteration 14Q: 3 clusters Score -220746.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -220762.250000 Penalty: 2436.051270
	Iteration 15Q: 3 clusters Score -220762.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -220779.968750 Penalty: 2436.051270
	Iteration 16Q: 3 clusters Score -220780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -220795.500000 Penalty: 2436.051270
	Iteration 17Q: 3 clusters Score -220795.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -220811.187500 Penalty: 2436.051270
	Iteration 18Q: 3 clusters Score -220811.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -220839.218750 Penalty: 2436.051270
	Iteration 19Q: 3 clusters Score -220839.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -220863.796875 Penalty: 2436.051270
	Iteration 20F: 3 clusters Score -220863.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -220883.890625 Penalty: 2436.051270
	Iteration 21Q: 3 clusters Score -220883.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -220896.265625 Penalty: 2436.051270
	Iteration 22Q: 3 clusters Score -220896.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -220909.796875 Penalty: 2436.051270
	Iteration 23Q: 3 clusters Score -220909.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -220922.562500 Penalty: 2436.051270
	Iteration 24Q: 3 clusters Score -220922.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -220936.281250 Penalty: 2436.051270
	Iteration 25Q: 3 clusters Score -220936.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -220944.500000 Penalty: 2436.051270
	Iteration 26Q: 3 clusters Score -220944.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -220954.187500 Penalty: 2436.051270
	Iteration 27Q: 3 clusters Score -220954.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -220961.000000 Penalty: 2436.051270
	Iteration 28Q: 3 clusters Score -220961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -220967.968750 Penalty: 2436.051270
	Iteration 29Q: 3 clusters Score -220968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -220978.265625 Penalty: 2436.051270
	Iteration 30Q: 3 clusters Score -220978.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -220984.593750 Penalty: 2436.051270
	Iteration 31Q: 3 clusters Score -220984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -220986.078125 Penalty: 2436.051270
	Iteration 32Q: 3 clusters Score -220986.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -220987.875000 Penalty: 2436.051270
	Iteration 33Q: 3 clusters Score -220987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -220989.109375 Penalty: 2436.051270
	Iteration 34Q: 3 clusters Score -220989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -220991.515625 Penalty: 2436.051270
	Iteration 35Q: 3 clusters Score -220991.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -220998.140625 Penalty: 2436.051270
	Iteration 36Q: 3 clusters Score -220998.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -221005.906250 Penalty: 2436.051270
	Iteration 37Q: 3 clusters Score -221005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -221011.578125 Penalty: 2436.051270
	Iteration 38Q: 3 clusters Score -221011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -221012.890625 Penalty: 2436.051270
	Iteration 39Q: 3 clusters Score -221012.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -221012.890625 Penalty: 2436.051270
	Iteration 40F: 3 clusters Score -221012.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 83732 members 
Mstep: Class 12 contains 62622 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34609 members 
Mstep: Class 15 contains 3449 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653800.000000 Penalty: 53427.796875
Iteration 279Q: 26 clusters Score -6.26538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 83734 members 
Mstep: Class 12 contains 62620 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34609 members 
Mstep: Class 15 contains 3449 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653812.000000 Penalty: 53427.796875
Iteration 280F: 26 clusters Score -6.265381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84877 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 83736 members 
Mstep: Class 12 contains 62618 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34609 members 
Mstep: Class 15 contains 3449 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653804.000000 Penalty: 53427.796875
Iteration 281Q: 26 clusters Score -6.26538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84876 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 83737 members 
Mstep: Class 12 contains 62618 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34609 members 
Mstep: Class 15 contains 3449 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653796.000000 Penalty: 53427.796875
Iteration 282Q: 26 clusters Score -6.26538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84876 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 83736 members 
Mstep: Class 12 contains 62618 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34609 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653796.000000 Penalty: 53427.796875
Iteration 283Q: 26 clusters Score -6.26538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 84876 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 83736 members 
Mstep: Class 12 contains 62618 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 34609 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 17407 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62653796.000000 Penalty: 53427.796875
Iteration 284F: 26 clusters Score -6.26538e+07 nChanged 0
Entering ConstructFrom: 
Score: -62653796.000000 Penalty: 53427.796875
Entering ConstructFrom: 
Trying to split cluster 1 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -530446.437500 Penalty: 1357.749268
	Iteration 0F: 2 clusters Score -530446.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -526936.187500 Penalty: 2715.498535
	Iteration 0F: 3 clusters Score -526936.2 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -527872.250000 Penalty: 2715.498535
	Iteration 1F: 3 clusters Score -527872.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -528054.625000 Penalty: 2715.498535
	Iteration 2F: 3 clusters Score -528054.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -528156.687500 Penalty: 2715.498535
	Iteration 3F: 3 clusters Score -528156.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -528207.500000 Penalty: 2715.498535
	Iteration 4Q: 3 clusters Score -528207.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -528253.000000 Penalty: 2715.498535
	Iteration 5Q: 3 clusters Score -528253 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -528290.812500 Penalty: 2715.498535
	Iteration 6Q: 3 clusters Score -528290.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -528319.125000 Penalty: 2715.498535
	Iteration 7Q: 3 clusters Score -528319.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -528337.187500 Penalty: 2715.498535
	Iteration 8Q: 3 clusters Score -528337.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -528346.812500 Penalty: 2715.498535
	Iteration 9Q: 3 clusters Score -528346.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -528357.625000 Penalty: 2715.498535
	Iteration 10Q: 3 clusters Score -528357.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -528369.187500 Penalty: 2715.498535
	Iteration 11Q: 3 clusters Score -528369.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -528385.437500 Penalty: 2715.498535
	Iteration 12Q: 3 clusters Score -528385.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -528402.312500 Penalty: 2715.498535
	Iteration 13Q: 3 clusters Score -528402.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -528415.687500 Penalty: 2715.498535
	Iteration 14Q: 3 clusters Score -528415.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -528432.000000 Penalty: 2715.498535
	Iteration 15Q: 3 clusters Score -528432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -528446.812500 Penalty: 2715.498535
	Iteration 16Q: 3 clusters Score -528446.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -528463.875000 Penalty: 2715.498535
	Iteration 17Q: 3 clusters Score -528463.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -528483.375000 Penalty: 2715.498535
	Iteration 18Q: 3 clusters Score -528483.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -528497.562500 Penalty: 2715.498535
	Iteration 19Q: 3 clusters Score -528497.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -528517.062500 Penalty: 2715.498535
	Iteration 20F: 3 clusters Score -528517.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -528537.687500 Penalty: 2715.498535
	Iteration 21Q: 3 clusters Score -528537.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -528561.500000 Penalty: 2715.498535
	Iteration 22Q: 3 clusters Score -528561.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -528581.250000 Penalty: 2715.498535
	Iteration 23Q: 3 clusters Score -528581.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -528610.062500 Penalty: 2715.498535
	Iteration 24Q: 3 clusters Score -528610.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -528649.312500 Penalty: 2715.498535
	Iteration 25Q: 3 clusters Score -528649.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -528686.500000 Penalty: 2715.498535
	Iteration 26Q: 3 clusters Score -528686.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -528715.437500 Penalty: 2715.498535
	Iteration 27Q: 3 clusters Score -528715.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -528743.125000 Penalty: 2715.498535
	Iteration 28Q: 3 clusters Score -528743.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -528786.250000 Penalty: 2715.498535
	Iteration 29Q: 3 clusters Score -528786.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -528826.562500 Penalty: 2715.498535
	Iteration 30Q: 3 clusters Score -528826.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -528867.875000 Penalty: 2715.498535
	Iteration 31Q: 3 clusters Score -528867.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -528917.750000 Penalty: 2715.498535
	Iteration 32Q: 3 clusters Score -528917.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -528957.375000 Penalty: 2715.498535
	Iteration 33Q: 3 clusters Score -528957.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -528997.000000 Penalty: 2715.498535
	Iteration 34Q: 3 clusters Score -528997 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -529048.062500 Penalty: 2715.498535
	Iteration 35Q: 3 clusters Score -529048.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -529088.062500 Penalty: 2715.498535
	Iteration 36Q: 3 clusters Score -529088.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -529120.500000 Penalty: 2715.498535
	Iteration 37Q: 3 clusters Score -529120.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -529142.437500 Penalty: 2715.498535
	Iteration 38Q: 3 clusters Score -529142.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -529156.687500 Penalty: 2715.498535
	Iteration 39Q: 3 clusters Score -529156.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -529171.875000 Penalty: 2715.498535
	Iteration 40F: 3 clusters Score -529171.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -529181.125000 Penalty: 2715.498535
	Iteration 41Q: 3 clusters Score -529181.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -529192.062500 Penalty: 2715.498535
	Iteration 42Q: 3 clusters Score -529192.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -529197.125000 Penalty: 2715.498535
	Iteration 43Q: 3 clusters Score -529197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -529199.937500 Penalty: 2715.498535
	Iteration 44Q: 3 clusters Score -529199.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -529204.750000 Penalty: 2715.498535
	Iteration 45Q: 3 clusters Score -529204.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -529211.125000 Penalty: 2715.498535
	Iteration 46Q: 3 clusters Score -529211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -529215.500000 Penalty: 2715.498535
	Iteration 47Q: 3 clusters Score -529215.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -529217.750000 Penalty: 2715.498535
	Iteration 48Q: 3 clusters Score -529217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -529220.062500 Penalty: 2715.498535
	Iteration 49Q: 3 clusters Score -529220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -529221.000000 Penalty: 2715.498535
	Iteration 50Q: 3 clusters Score -529221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -529224.125000 Penalty: 2715.498535
	Iteration 51Q: 3 clusters Score -529224.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -529224.500000 Penalty: 2715.498535
	Iteration 52Q: 3 clusters Score -529224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -529225.437500 Penalty: 2715.498535
	Iteration 53Q: 3 clusters Score -529225.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -529226.625000 Penalty: 2715.498535
	Iteration 54Q: 3 clusters Score -529226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -529227.125000 Penalty: 2715.498535
	Iteration 55Q: 3 clusters Score -529227.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -529227.125000 Penalty: 2715.498535
	Iteration 56F: 3 clusters Score -529227.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -449750.531250 Penalty: 1336.164917
	Iteration 0F: 2 clusters Score -449750.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -446616.375000 Penalty: 2672.329834
	Iteration 0F: 3 clusters Score -446616.4 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -447432.125000 Penalty: 2672.329834
	Iteration 1F: 3 clusters Score -447432.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -447582.906250 Penalty: 2672.329834
	Iteration 2F: 3 clusters Score -447582.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -447684.843750 Penalty: 2672.329834
	Iteration 3F: 3 clusters Score -447684.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -447749.781250 Penalty: 2672.329834
	Iteration 4Q: 3 clusters Score -447749.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -447805.687500 Penalty: 2672.329834
	Iteration 5Q: 3 clusters Score -447805.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -447857.468750 Penalty: 2672.329834
	Iteration 6Q: 3 clusters Score -447857.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -447906.062500 Penalty: 2672.329834
	Iteration 7Q: 3 clusters Score -447906.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -447960.875000 Penalty: 2672.329834
	Iteration 8Q: 3 clusters Score -447960.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -448021.062500 Penalty: 2672.329834
	Iteration 9Q: 3 clusters Score -448021.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -448074.968750 Penalty: 2672.329834
	Iteration 10Q: 3 clusters Score -448075 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -448121.468750 Penalty: 2672.329834
	Iteration 11Q: 3 clusters Score -448121.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -448164.375000 Penalty: 2672.329834
	Iteration 12Q: 3 clusters Score -448164.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -448204.031250 Penalty: 2672.329834
	Iteration 13Q: 3 clusters Score -448204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -448246.093750 Penalty: 2672.329834
	Iteration 14Q: 3 clusters Score -448246.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -448289.125000 Penalty: 2672.329834
	Iteration 15Q: 3 clusters Score -448289.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -448325.781250 Penalty: 2672.329834
	Iteration 16Q: 3 clusters Score -448325.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -448353.750000 Penalty: 2672.329834
	Iteration 17Q: 3 clusters Score -448353.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -448384.562500 Penalty: 2672.329834
	Iteration 18Q: 3 clusters Score -448384.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -448415.875000 Penalty: 2672.329834
	Iteration 19Q: 3 clusters Score -448415.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -448453.750000 Penalty: 2672.329834
	Iteration 20F: 3 clusters Score -448453.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -448487.937500 Penalty: 2672.329834
	Iteration 21Q: 3 clusters Score -448487.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -448511.593750 Penalty: 2672.329834
	Iteration 22Q: 3 clusters Score -448511.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -448528.625000 Penalty: 2672.329834
	Iteration 23Q: 3 clusters Score -448528.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -448541.750000 Penalty: 2672.329834
	Iteration 24Q: 3 clusters Score -448541.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -448547.531250 Penalty: 2672.329834
	Iteration 25Q: 3 clusters Score -448547.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -448550.250000 Penalty: 2672.329834
	Iteration 26Q: 3 clusters Score -448550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -448553.562500 Penalty: 2672.329834
	Iteration 27Q: 3 clusters Score -448553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -448554.531250 Penalty: 2672.329834
	Iteration 28Q: 3 clusters Score -448554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -448554.906250 Penalty: 2672.329834
	Iteration 29Q: 3 clusters Score -448554.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -448556.218750 Penalty: 2672.329834
	Iteration 30Q: 3 clusters Score -448556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -448556.593750 Penalty: 2672.329834
	Iteration 31Q: 3 clusters Score -448556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -448557.250000 Penalty: 2672.329834
	Iteration 32Q: 3 clusters Score -448557.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -448557.250000 Penalty: 2672.329834
	Iteration 33F: 3 clusters Score -448557.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Entering Unmasked Estep 
Score: -10555344.000000 Penalty: 1844.203857
	Iteration 0F: 2 clusters Score -1.055534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -10503068.000000 Penalty: 3688.407715
	Iteration 0F: 3 clusters Score -1.050307e+07 nChanged 40538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -10526496.000000 Penalty: 3688.407715
	Iteration 1F: 3 clusters Score -1.05265e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -10527027.000000 Penalty: 3688.407715
	Iteration 2Q: 3 clusters Score -1.052703e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -10527585.000000 Penalty: 3688.407715
	Iteration 3Q: 3 clusters Score -1.052758e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -10528411.000000 Penalty: 3688.407715
	Iteration 4Q: 3 clusters Score -1.052841e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -10529461.000000 Penalty: 3688.407715
	Iteration 5Q: 3 clusters Score -1.052946e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -10531160.000000 Penalty: 3688.407715
	Iteration 6Q: 3 clusters Score -1.053116e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
Score: -10533778.000000 Penalty: 3688.407715
	Iteration 7F: 3 clusters Score -1.053378e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -10537134.000000 Penalty: 3688.407715
	Iteration 8F: 3 clusters Score -1.053713e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -10541042.000000 Penalty: 3688.407715
	Iteration 9F: 3 clusters Score -1.054104e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -10544597.000000 Penalty: 3688.407715
	Iteration 10F: 3 clusters Score -1.05446e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -10547343.000000 Penalty: 3688.407715
	Iteration 11Q: 3 clusters Score -1.054734e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -10549265.000000 Penalty: 3688.407715
	Iteration 12Q: 3 clusters Score -1.054926e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -10550579.000000 Penalty: 3688.407715
	Iteration 13Q: 3 clusters Score -1.055058e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 81450 members 
Entering Unmasked Estep 
Score: -10551544.000000 Penalty: 3688.407715
	Iteration 14Q: 3 clusters Score -1.055154e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -10552286.000000 Penalty: 3688.407715
	Iteration 15Q: 3 clusters Score -1.055229e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 82933 members 
Entering Unmasked Estep 
Score: -10552799.000000 Penalty: 3688.407715
	Iteration 16Q: 3 clusters Score -1.05528e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -10553151.000000 Penalty: 3688.407715
	Iteration 17Q: 3 clusters Score -1.055315e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
Score: -10553398.000000 Penalty: 3688.407715
	Iteration 18Q: 3 clusters Score -1.05534e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -10553536.000000 Penalty: 3688.407715
	Iteration 19Q: 3 clusters Score -1.055354e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 83826 members 
Entering Unmasked Estep 
Score: -10553650.000000 Penalty: 3688.407715
	Iteration 20F: 3 clusters Score -1.055365e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 83895 members 
Entering Unmasked Estep 
Score: -10553747.000000 Penalty: 3688.407715
	Iteration 21Q: 3 clusters Score -1.055375e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 83946 members 
Entering Unmasked Estep 
Score: -10553795.000000 Penalty: 3688.407715
	Iteration 22Q: 3 clusters Score -1.05538e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 83996 members 
Entering Unmasked Estep 
Score: -10553852.000000 Penalty: 3688.407715
	Iteration 23Q: 3 clusters Score -1.055385e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 84034 members 
Entering Unmasked Estep 
Score: -10553856.000000 Penalty: 3688.407715
	Iteration 24Q: 3 clusters Score -1.055386e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -10553887.000000 Penalty: 3688.407715
	Iteration 25Q: 3 clusters Score -1.055389e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -10553888.000000 Penalty: 3688.407715
	Iteration 26Q: 3 clusters Score -1.055389e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 84110 members 
Entering Unmasked Estep 
Score: -10553903.000000 Penalty: 3688.407715
	Iteration 27Q: 3 clusters Score -1.05539e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -10553917.000000 Penalty: 3688.407715
	Iteration 28Q: 3 clusters Score -1.055392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -10553924.000000 Penalty: 3688.407715
	Iteration 29Q: 3 clusters Score -1.055392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -10553917.000000 Penalty: 3688.407715
	Iteration 30Q: 3 clusters Score -1.055392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 84142 members 
Entering Unmasked Estep 
Score: -10553914.000000 Penalty: 3688.407715
	Iteration 31Q: 3 clusters Score -1.055391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -10553924.000000 Penalty: 3688.407715
	Iteration 32Q: 3 clusters Score -1.055392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -10553920.000000 Penalty: 3688.407715
	Iteration 33Q: 3 clusters Score -1.055392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -10553915.000000 Penalty: 3688.407715
	Iteration 34Q: 3 clusters Score -1.055392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 84161 members 
Entering Unmasked Estep 
Score: -10553912.000000 Penalty: 3688.407715
	Iteration 35Q: 3 clusters Score -1.055391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -10553913.000000 Penalty: 3688.407715
	Iteration 36Q: 3 clusters Score -1.055391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -10553926.000000 Penalty: 3688.407715
	Iteration 37Q: 3 clusters Score -1.055393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -10553922.000000 Penalty: 3688.407715
	Iteration 38Q: 3 clusters Score -1.055392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -10553921.000000 Penalty: 3688.407715
	Iteration 39Q: 3 clusters Score -1.055392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -10553924.000000 Penalty: 3688.407715
	Iteration 40F: 3 clusters Score -1.055392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -10553927.000000 Penalty: 3688.407715
	Iteration 41Q: 3 clusters Score -1.055393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 84181 members 
Entering Unmasked Estep 
Score: -10553927.000000 Penalty: 3688.407715
	Iteration 42Q: 3 clusters Score -1.055393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 84181 members 
Entering Unmasked Estep 
Score: -10553927.000000 Penalty: 3688.407715
	Iteration 43F: 3 clusters Score -1.055393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Entering Unmasked Estep 
Score: -2380339.500000 Penalty: 1602.106567
	Iteration 0F: 2 clusters Score -2380340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2367394.250000 Penalty: 3204.213135
	Iteration 0F: 3 clusters Score -2367394 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2372065.250000 Penalty: 3204.213135
	Iteration 1F: 3 clusters Score -2372065 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2372429.250000 Penalty: 3204.213135
	Iteration 2F: 3 clusters Score -2372429 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2372766.250000 Penalty: 3204.213135
	Iteration 3Q: 3 clusters Score -2372766 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2373064.000000 Penalty: 3204.213135
	Iteration 4Q: 3 clusters Score -2373064 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2373377.250000 Penalty: 3204.213135
	Iteration 5Q: 3 clusters Score -2373377 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2373707.250000 Penalty: 3204.213135
	Iteration 6Q: 3 clusters Score -2373707 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2374025.750000 Penalty: 3204.213135
	Iteration 7Q: 3 clusters Score -2374026 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2374318.000000 Penalty: 3204.213135
	Iteration 8Q: 3 clusters Score -2374318 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2374610.500000 Penalty: 3204.213135
	Iteration 9Q: 3 clusters Score -2374610 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2374876.500000 Penalty: 3204.213135
	Iteration 10Q: 3 clusters Score -2374876 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2375185.250000 Penalty: 3204.213135
	Iteration 11Q: 3 clusters Score -2375185 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2375467.000000 Penalty: 3204.213135
	Iteration 12Q: 3 clusters Score -2375467 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2375787.000000 Penalty: 3204.213135
	Iteration 13Q: 3 clusters Score -2375787 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2376121.500000 Penalty: 3204.213135
	Iteration 14Q: 3 clusters Score -2376122 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2376424.000000 Penalty: 3204.213135
	Iteration 15Q: 3 clusters Score -2376424 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2376659.750000 Penalty: 3204.213135
	Iteration 16Q: 3 clusters Score -2376660 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2376868.000000 Penalty: 3204.213135
	Iteration 17Q: 3 clusters Score -2376868 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2377007.750000 Penalty: 3204.213135
	Iteration 18Q: 3 clusters Score -2377008 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2377145.500000 Penalty: 3204.213135
	Iteration 19Q: 3 clusters Score -2377146 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2377291.500000 Penalty: 3204.213135
	Iteration 20F: 3 clusters Score -2377292 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2377442.500000 Penalty: 3204.213135
	Iteration 21Q: 3 clusters Score -2377442 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2377567.250000 Penalty: 3204.213135
	Iteration 22Q: 3 clusters Score -2377567 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2377669.500000 Penalty: 3204.213135
	Iteration 23Q: 3 clusters Score -2377670 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2377755.250000 Penalty: 3204.213135
	Iteration 24Q: 3 clusters Score -2377755 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2377842.500000 Penalty: 3204.213135
	Iteration 25Q: 3 clusters Score -2377842 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2377895.500000 Penalty: 3204.213135
	Iteration 26Q: 3 clusters Score -2377896 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2377944.250000 Penalty: 3204.213135
	Iteration 27Q: 3 clusters Score -2377944 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2377979.750000 Penalty: 3204.213135
	Iteration 28Q: 3 clusters Score -2377980 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2378008.000000 Penalty: 3204.213135
	Iteration 29Q: 3 clusters Score -2378008 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2378042.500000 Penalty: 3204.213135
	Iteration 30Q: 3 clusters Score -2378042 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2378070.500000 Penalty: 3204.213135
	Iteration 31Q: 3 clusters Score -2378070 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2378089.250000 Penalty: 3204.213135
	Iteration 32Q: 3 clusters Score -2378089 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2378105.000000 Penalty: 3204.213135
	Iteration 33Q: 3 clusters Score -2378105 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2378122.000000 Penalty: 3204.213135
	Iteration 34Q: 3 clusters Score -2378122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2378129.750000 Penalty: 3204.213135
	Iteration 35Q: 3 clusters Score -2378130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2378140.750000 Penalty: 3204.213135
	Iteration 36Q: 3 clusters Score -2378141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2378142.000000 Penalty: 3204.213135
	Iteration 37Q: 3 clusters Score -2378142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2378152.500000 Penalty: 3204.213135
	Iteration 38Q: 3 clusters Score -2378152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2378156.750000 Penalty: 3204.213135
	Iteration 39Q: 3 clusters Score -2378157 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2378170.500000 Penalty: 3204.213135
	Iteration 40F: 3 clusters Score -2378170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2378171.250000 Penalty: 3204.213135
	Iteration 41Q: 3 clusters Score -2378171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2378172.250000 Penalty: 3204.213135
	Iteration 42Q: 3 clusters Score -2378172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2378173.000000 Penalty: 3204.213135
	Iteration 43Q: 3 clusters Score -2378173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2378181.500000 Penalty: 3204.213135
	Iteration 44Q: 3 clusters Score -2378182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2378181.750000 Penalty: 3204.213135
	Iteration 45Q: 3 clusters Score -2378182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2378190.000000 Penalty: 3204.213135
	Iteration 46Q: 3 clusters Score -2378190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2378187.250000 Penalty: 3204.213135
	Iteration 47Q: 3 clusters Score -2378187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2378190.000000 Penalty: 3204.213135
	Iteration 48Q: 3 clusters Score -2378190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2378199.000000 Penalty: 3204.213135
	Iteration 49Q: 3 clusters Score -2378199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2378201.000000 Penalty: 3204.213135
	Iteration 50Q: 3 clusters Score -2378201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2378200.000000 Penalty: 3204.213135
	Iteration 51Q: 3 clusters Score -2378200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2378200.250000 Penalty: 3204.213135
	Iteration 52Q: 3 clusters Score -2378200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2378203.250000 Penalty: 3204.213135
	Iteration 53Q: 3 clusters Score -2378203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2378204.750000 Penalty: 3204.213135
	Iteration 54Q: 3 clusters Score -2378205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2378207.750000 Penalty: 3204.213135
	Iteration 55Q: 3 clusters Score -2378208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2378219.500000 Penalty: 3204.213135
	Iteration 56Q: 3 clusters Score -2378220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2378214.000000 Penalty: 3204.213135
	Iteration 57Q: 3 clusters Score -2378214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2378214.750000 Penalty: 3204.213135
	Iteration 58Q: 3 clusters Score -2378215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2378221.500000 Penalty: 3204.213135
	Iteration 59Q: 3 clusters Score -2378222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2378228.750000 Penalty: 3204.213135
	Iteration 60F: 3 clusters Score -2378229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2378229.750000 Penalty: 3204.213135
	Iteration 61Q: 3 clusters Score -2378230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2378227.250000 Penalty: 3204.213135
	Iteration 62Q: 3 clusters Score -2378227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2378225.750000 Penalty: 3204.213135
	Iteration 63Q: 3 clusters Score -2378226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2378234.750000 Penalty: 3204.213135
	Iteration 64Q: 3 clusters Score -2378235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2378235.250000 Penalty: 3204.213135
	Iteration 65Q: 3 clusters Score -2378235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2378241.000000 Penalty: 3204.213135
	Iteration 66Q: 3 clusters Score -2378241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2378240.250000 Penalty: 3204.213135
	Iteration 67Q: 3 clusters Score -2378240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2378246.500000 Penalty: 3204.213135
	Iteration 68Q: 3 clusters Score -2378246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2378244.750000 Penalty: 3204.213135
	Iteration 69Q: 3 clusters Score -2378245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2378248.000000 Penalty: 3204.213135
	Iteration 70Q: 3 clusters Score -2378248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2378246.250000 Penalty: 3204.213135
	Iteration 71Q: 3 clusters Score -2378246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2378253.250000 Penalty: 3204.213135
	Iteration 72Q: 3 clusters Score -2378253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2378251.750000 Penalty: 3204.213135
	Iteration 73Q: 3 clusters Score -2378252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2378258.250000 Penalty: 3204.213135
	Iteration 74Q: 3 clusters Score -2378258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2378256.750000 Penalty: 3204.213135
	Iteration 75Q: 3 clusters Score -2378257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2378256.000000 Penalty: 3204.213135
	Iteration 76Q: 3 clusters Score -2378256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2378258.250000 Penalty: 3204.213135
	Iteration 77Q: 3 clusters Score -2378258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2378254.500000 Penalty: 3204.213135
	Iteration 78Q: 3 clusters Score -2378254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2378255.500000 Penalty: 3204.213135
	Iteration 79Q: 3 clusters Score -2378256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2378260.000000 Penalty: 3204.213135
	Iteration 80F: 3 clusters Score -2378260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2378266.750000 Penalty: 3204.213135
	Iteration 81Q: 3 clusters Score -2378267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2378261.000000 Penalty: 3204.213135
	Iteration 82Q: 3 clusters Score -2378261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2378268.250000 Penalty: 3204.213135
	Iteration 83Q: 3 clusters Score -2378268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2378266.750000 Penalty: 3204.213135
	Iteration 84Q: 3 clusters Score -2378267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2378261.500000 Penalty: 3204.213135
	Iteration 85Q: 3 clusters Score -2378262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2378269.000000 Penalty: 3204.213135
	Iteration 86Q: 3 clusters Score -2378269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2378270.750000 Penalty: 3204.213135
	Iteration 87Q: 3 clusters Score -2378271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2378273.000000 Penalty: 3204.213135
	Iteration 88Q: 3 clusters Score -2378273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2378277.000000 Penalty: 3204.213135
	Iteration 89Q: 3 clusters Score -2378277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2378284.500000 Penalty: 3204.213135
	Iteration 90Q: 3 clusters Score -2378284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2378281.250000 Penalty: 3204.213135
	Iteration 91Q: 3 clusters Score -2378281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2378282.750000 Penalty: 3204.213135
	Iteration 92Q: 3 clusters Score -2378283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2378286.000000 Penalty: 3204.213135
	Iteration 93Q: 3 clusters Score -2378286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2378287.750000 Penalty: 3204.213135
	Iteration 94Q: 3 clusters Score -2378288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2378285.000000 Penalty: 3204.213135
	Iteration 95Q: 3 clusters Score -2378285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2378293.000000 Penalty: 3204.213135
	Iteration 96Q: 3 clusters Score -2378293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2378288.750000 Penalty: 3204.213135
	Iteration 97Q: 3 clusters Score -2378289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2378290.500000 Penalty: 3204.213135
	Iteration 98Q: 3 clusters Score -2378290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2378286.750000 Penalty: 3204.213135
	Iteration 99Q: 3 clusters Score -2378287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2378284.250000 Penalty: 3204.213135
	Iteration 100F: 3 clusters Score -2378284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2378289.250000 Penalty: 3204.213135
	Iteration 101Q: 3 clusters Score -2378289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2378290.000000 Penalty: 3204.213135
	Iteration 102Q: 3 clusters Score -2378290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2378286.000000 Penalty: 3204.213135
	Iteration 103Q: 3 clusters Score -2378286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2378284.750000 Penalty: 3204.213135
	Iteration 104Q: 3 clusters Score -2378285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2378287.000000 Penalty: 3204.213135
	Iteration 105Q: 3 clusters Score -2378287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2378285.000000 Penalty: 3204.213135
	Iteration 106Q: 3 clusters Score -2378285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2378293.250000 Penalty: 3204.213135
	Iteration 107Q: 3 clusters Score -2378293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2378290.750000 Penalty: 3204.213135
	Iteration 108Q: 3 clusters Score -2378291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2378287.000000 Penalty: 3204.213135
	Iteration 109Q: 3 clusters Score -2378287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2378292.250000 Penalty: 3204.213135
	Iteration 110Q: 3 clusters Score -2378292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2378294.000000 Penalty: 3204.213135
	Iteration 111Q: 3 clusters Score -2378294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2378300.000000 Penalty: 3204.213135
	Iteration 112Q: 3 clusters Score -2378300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2378308.000000 Penalty: 3204.213135
	Iteration 113Q: 3 clusters Score -2378308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2378306.000000 Penalty: 3204.213135
	Iteration 114Q: 3 clusters Score -2378306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2378307.750000 Penalty: 3204.213135
	Iteration 115Q: 3 clusters Score -2378308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2378306.500000 Penalty: 3204.213135
	Iteration 116Q: 3 clusters Score -2378306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2378314.250000 Penalty: 3204.213135
	Iteration 117Q: 3 clusters Score -2378314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2378317.750000 Penalty: 3204.213135
	Iteration 118Q: 3 clusters Score -2378318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2378316.750000 Penalty: 3204.213135
	Iteration 119Q: 3 clusters Score -2378317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2378314.000000 Penalty: 3204.213135
	Iteration 120F: 3 clusters Score -2378314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2378314.250000 Penalty: 3204.213135
	Iteration 121Q: 3 clusters Score -2378314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2378311.250000 Penalty: 3204.213135
	Iteration 122Q: 3 clusters Score -2378311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2378313.750000 Penalty: 3204.213135
	Iteration 123Q: 3 clusters Score -2378314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2378314.750000 Penalty: 3204.213135
	Iteration 124Q: 3 clusters Score -2378315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2378315.000000 Penalty: 3204.213135
	Iteration 125Q: 3 clusters Score -2378315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2378315.750000 Penalty: 3204.213135
	Iteration 126Q: 3 clusters Score -2378316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2378311.500000 Penalty: 3204.213135
	Iteration 127Q: 3 clusters Score -2378312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2378317.750000 Penalty: 3204.213135
	Iteration 128Q: 3 clusters Score -2378318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2378319.500000 Penalty: 3204.213135
	Iteration 129Q: 3 clusters Score -2378320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2378320.250000 Penalty: 3204.213135
	Iteration 130Q: 3 clusters Score -2378320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2378322.500000 Penalty: 3204.213135
	Iteration 131Q: 3 clusters Score -2378322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2378323.000000 Penalty: 3204.213135
	Iteration 132Q: 3 clusters Score -2378323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2378323.250000 Penalty: 3204.213135
	Iteration 133Q: 3 clusters Score -2378323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2378324.750000 Penalty: 3204.213135
	Iteration 134Q: 3 clusters Score -2378325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2378324.500000 Penalty: 3204.213135
	Iteration 135Q: 3 clusters Score -2378324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2378324.750000 Penalty: 3204.213135
	Iteration 136Q: 3 clusters Score -2378325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2378325.250000 Penalty: 3204.213135
	Iteration 137Q: 3 clusters Score -2378325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2378325.000000 Penalty: 3204.213135
	Iteration 138Q: 3 clusters Score -2378325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2378325.000000 Penalty: 3204.213135
	Iteration 139F: 3 clusters Score -2378325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -198653.109375 Penalty: 1201.904419
	Iteration 0F: 2 clusters Score -198653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -196778.531250 Penalty: 2403.808838
	Iteration 0F: 3 clusters Score -196778.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -197170.093750 Penalty: 2403.808838
	Iteration 1F: 3 clusters Score -197170.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -197294.000000 Penalty: 2403.808838
	Iteration 2F: 3 clusters Score -197294 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -197351.906250 Penalty: 2403.808838
	Iteration 3Q: 3 clusters Score -197351.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -197384.609375 Penalty: 2403.808838
	Iteration 4Q: 3 clusters Score -197384.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -197407.453125 Penalty: 2403.808838
	Iteration 5Q: 3 clusters Score -197407.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -197423.859375 Penalty: 2403.808838
	Iteration 6Q: 3 clusters Score -197423.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -197437.453125 Penalty: 2403.808838
	Iteration 7Q: 3 clusters Score -197437.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -197447.265625 Penalty: 2403.808838
	Iteration 8Q: 3 clusters Score -197447.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -197454.359375 Penalty: 2403.808838
	Iteration 9Q: 3 clusters Score -197454.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -197460.078125 Penalty: 2403.808838
	Iteration 10Q: 3 clusters Score -197460.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -197466.625000 Penalty: 2403.808838
	Iteration 11Q: 3 clusters Score -197466.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -197471.843750 Penalty: 2403.808838
	Iteration 12Q: 3 clusters Score -197471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -197473.593750 Penalty: 2403.808838
	Iteration 13Q: 3 clusters Score -197473.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -197475.015625 Penalty: 2403.808838
	Iteration 14Q: 3 clusters Score -197475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -197475.812500 Penalty: 2403.808838
	Iteration 15Q: 3 clusters Score -197475.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -197475.812500 Penalty: 2403.808838
	Iteration 16F: 3 clusters Score -197475.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Entering Unmasked Estep 
Score: -745588.687500 Penalty: 1421.677002
	Iteration 0F: 2 clusters Score -745588.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -740797.000000 Penalty: 2843.354004
	Iteration 0F: 3 clusters Score -740797 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -742213.375000 Penalty: 2843.354004
	Iteration 1F: 3 clusters Score -742213.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -742392.250000 Penalty: 2843.354004
	Iteration 2F: 3 clusters Score -742392.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -742502.937500 Penalty: 2843.354004
	Iteration 3Q: 3 clusters Score -742502.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -742601.437500 Penalty: 2843.354004
	Iteration 4Q: 3 clusters Score -742601.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -742698.875000 Penalty: 2843.354004
	Iteration 5Q: 3 clusters Score -742698.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -742791.125000 Penalty: 2843.354004
	Iteration 6Q: 3 clusters Score -742791.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -742904.812500 Penalty: 2843.354004
	Iteration 7Q: 3 clusters Score -742904.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -743013.812500 Penalty: 2843.354004
	Iteration 8Q: 3 clusters Score -743013.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -743115.812500 Penalty: 2843.354004
	Iteration 9Q: 3 clusters Score -743115.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -743251.625000 Penalty: 2843.354004
	Iteration 10Q: 3 clusters Score -743251.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -743417.187500 Penalty: 2843.354004
	Iteration 11Q: 3 clusters Score -743417.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -743585.500000 Penalty: 2843.354004
	Iteration 12Q: 3 clusters Score -743585.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -743752.937500 Penalty: 2843.354004
	Iteration 13Q: 3 clusters Score -743752.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -743875.625000 Penalty: 2843.354004
	Iteration 14Q: 3 clusters Score -743875.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -743968.312500 Penalty: 2843.354004
	Iteration 15Q: 3 clusters Score -743968.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -744060.437500 Penalty: 2843.354004
	Iteration 16Q: 3 clusters Score -744060.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -744129.062500 Penalty: 2843.354004
	Iteration 17Q: 3 clusters Score -744129.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -744176.625000 Penalty: 2843.354004
	Iteration 18Q: 3 clusters Score -744176.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -744220.000000 Penalty: 2843.354004
	Iteration 19Q: 3 clusters Score -744220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -744253.062500 Penalty: 2843.354004
	Iteration 20F: 3 clusters Score -744253.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -744283.125000 Penalty: 2843.354004
	Iteration 21Q: 3 clusters Score -744283.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -744303.750000 Penalty: 2843.354004
	Iteration 22Q: 3 clusters Score -744303.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -744320.937500 Penalty: 2843.354004
	Iteration 23Q: 3 clusters Score -744320.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -744326.437500 Penalty: 2843.354004
	Iteration 24Q: 3 clusters Score -744326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -744333.375000 Penalty: 2843.354004
	Iteration 25Q: 3 clusters Score -744333.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -744340.937500 Penalty: 2843.354004
	Iteration 26Q: 3 clusters Score -744340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -744345.375000 Penalty: 2843.354004
	Iteration 27Q: 3 clusters Score -744345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -744347.062500 Penalty: 2843.354004
	Iteration 28Q: 3 clusters Score -744347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -744350.062500 Penalty: 2843.354004
	Iteration 29Q: 3 clusters Score -744350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -744350.250000 Penalty: 2843.354004
	Iteration 30Q: 3 clusters Score -744350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -744359.000000 Penalty: 2843.354004
	Iteration 31Q: 3 clusters Score -744359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -744362.500000 Penalty: 2843.354004
	Iteration 32Q: 3 clusters Score -744362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -744366.562500 Penalty: 2843.354004
	Iteration 33Q: 3 clusters Score -744366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -744367.937500 Penalty: 2843.354004
	Iteration 34Q: 3 clusters Score -744367.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -744367.937500 Penalty: 2843.354004
	Iteration 35F: 3 clusters Score -744367.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Entering Unmasked Estep 
Score: -5665437.500000 Penalty: 1740.514038
	Iteration 0F: 2 clusters Score -5665438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5635413.500000 Penalty: 3481.028076
	Iteration 0F: 3 clusters Score -5635414 nChanged 20999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -5647067.000000 Penalty: 3481.028076
	Iteration 1F: 3 clusters Score -5647067 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -5647421.000000 Penalty: 3481.028076
	Iteration 2Q: 3 clusters Score -5647421 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -5647852.000000 Penalty: 3481.028076
	Iteration 3Q: 3 clusters Score -5647852 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -5648244.500000 Penalty: 3481.028076
	Iteration 4Q: 3 clusters Score -5648244 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -5648909.000000 Penalty: 3481.028076
	Iteration 5Q: 3 clusters Score -5648909 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -5649863.500000 Penalty: 3481.028076
	Iteration 6Q: 3 clusters Score -5649864 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -5651677.000000 Penalty: 3481.028076
	Iteration 7F: 3 clusters Score -5651677 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -5654523.000000 Penalty: 3481.028076
	Iteration 8F: 3 clusters Score -5654523 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -5658123.000000 Penalty: 3481.028076
	Iteration 9F: 3 clusters Score -5658123 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -5661034.500000 Penalty: 3481.028076
	Iteration 10F: 3 clusters Score -5661034 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -5662629.000000 Penalty: 3481.028076
	Iteration 11Q: 3 clusters Score -5662629 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -5663348.000000 Penalty: 3481.028076
	Iteration 12Q: 3 clusters Score -5663348 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -5663592.500000 Penalty: 3481.028076
	Iteration 13Q: 3 clusters Score -5663592 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -5663727.500000 Penalty: 3481.028076
	Iteration 14Q: 3 clusters Score -5663728 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -5663819.000000 Penalty: 3481.028076
	Iteration 15Q: 3 clusters Score -5663819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -5663893.500000 Penalty: 3481.028076
	Iteration 16Q: 3 clusters Score -5663894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -5663943.500000 Penalty: 3481.028076
	Iteration 17Q: 3 clusters Score -5663944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -5663998.000000 Penalty: 3481.028076
	Iteration 18Q: 3 clusters Score -5663998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -5664038.500000 Penalty: 3481.028076
	Iteration 19Q: 3 clusters Score -5664038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -5664068.000000 Penalty: 3481.028076
	Iteration 20F: 3 clusters Score -5664068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -5664091.000000 Penalty: 3481.028076
	Iteration 21Q: 3 clusters Score -5664091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -5664098.500000 Penalty: 3481.028076
	Iteration 22Q: 3 clusters Score -5664098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -5664100.500000 Penalty: 3481.028076
	Iteration 23Q: 3 clusters Score -5664100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -5664097.000000 Penalty: 3481.028076
	Iteration 24Q: 3 clusters Score -5664097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -5664097.500000 Penalty: 3481.028076
	Iteration 25Q: 3 clusters Score -5664098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -5664104.500000 Penalty: 3481.028076
	Iteration 26Q: 3 clusters Score -5664104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -5664104.500000 Penalty: 3481.028076
	Iteration 27Q: 3 clusters Score -5664104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -5664110.000000 Penalty: 3481.028076
	Iteration 28Q: 3 clusters Score -5664110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -5664111.000000 Penalty: 3481.028076
	Iteration 29Q: 3 clusters Score -5664111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -5664111.000000 Penalty: 3481.028076
	Iteration 30Q: 3 clusters Score -5664111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -5664111.000000 Penalty: 3481.028076
	Iteration 31F: 3 clusters Score -5664111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -463463.312500 Penalty: 1345.492065
	Iteration 0F: 2 clusters Score -463463.3 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 1994 members 
Entering Unmasked Estep 
Score: -460156.875000 Penalty: 2690.984131
	Iteration 0F: 3 clusters Score -460156.9 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -461107.906250 Penalty: 2690.984131
	Iteration 1F: 3 clusters Score -461107.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -461290.250000 Penalty: 2690.984131
	Iteration 2F: 3 clusters Score -461290.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -461398.500000 Penalty: 2690.984131
	Iteration 3F: 3 clusters Score -461398.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -461486.031250 Penalty: 2690.984131
	Iteration 4Q: 3 clusters Score -461486 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -461568.031250 Penalty: 2690.984131
	Iteration 5Q: 3 clusters Score -461568 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -461651.406250 Penalty: 2690.984131
	Iteration 6Q: 3 clusters Score -461651.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -461741.968750 Penalty: 2690.984131
	Iteration 7Q: 3 clusters Score -461742 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -461849.250000 Penalty: 2690.984131
	Iteration 8Q: 3 clusters Score -461849.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -461934.062500 Penalty: 2690.984131
	Iteration 9Q: 3 clusters Score -461934.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -462013.406250 Penalty: 2690.984131
	Iteration 10Q: 3 clusters Score -462013.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -462085.281250 Penalty: 2690.984131
	Iteration 11Q: 3 clusters Score -462085.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -462138.937500 Penalty: 2690.984131
	Iteration 12Q: 3 clusters Score -462138.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -462182.187500 Penalty: 2690.984131
	Iteration 13Q: 3 clusters Score -462182.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -462224.500000 Penalty: 2690.984131
	Iteration 14Q: 3 clusters Score -462224.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -462254.343750 Penalty: 2690.984131
	Iteration 15Q: 3 clusters Score -462254.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -462273.906250 Penalty: 2690.984131
	Iteration 16Q: 3 clusters Score -462273.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -462300.093750 Penalty: 2690.984131
	Iteration 17Q: 3 clusters Score -462300.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -462319.406250 Penalty: 2690.984131
	Iteration 18Q: 3 clusters Score -462319.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -462340.406250 Penalty: 2690.984131
	Iteration 19Q: 3 clusters Score -462340.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -462357.750000 Penalty: 2690.984131
	Iteration 20F: 3 clusters Score -462357.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -462371.500000 Penalty: 2690.984131
	Iteration 21Q: 3 clusters Score -462371.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -462384.593750 Penalty: 2690.984131
	Iteration 22Q: 3 clusters Score -462384.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -462394.218750 Penalty: 2690.984131
	Iteration 23Q: 3 clusters Score -462394.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -462403.812500 Penalty: 2690.984131
	Iteration 24Q: 3 clusters Score -462403.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -462411.343750 Penalty: 2690.984131
	Iteration 25Q: 3 clusters Score -462411.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -462418.468750 Penalty: 2690.984131
	Iteration 26Q: 3 clusters Score -462418.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -462422.187500 Penalty: 2690.984131
	Iteration 27Q: 3 clusters Score -462422.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -462426.593750 Penalty: 2690.984131
	Iteration 28Q: 3 clusters Score -462426.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -462433.218750 Penalty: 2690.984131
	Iteration 29Q: 3 clusters Score -462433.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -462436.312500 Penalty: 2690.984131
	Iteration 30Q: 3 clusters Score -462436.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -462438.125000 Penalty: 2690.984131
	Iteration 31Q: 3 clusters Score -462438.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -462441.093750 Penalty: 2690.984131
	Iteration 32Q: 3 clusters Score -462441.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -462442.000000 Penalty: 2690.984131
	Iteration 33Q: 3 clusters Score -462442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -462443.531250 Penalty: 2690.984131
	Iteration 34Q: 3 clusters Score -462443.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -462444.406250 Penalty: 2690.984131
	Iteration 35Q: 3 clusters Score -462444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -462445.218750 Penalty: 2690.984131
	Iteration 36Q: 3 clusters Score -462445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -462446.281250 Penalty: 2690.984131
	Iteration 37Q: 3 clusters Score -462446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -462445.843750 Penalty: 2690.984131
	Iteration 38Q: 3 clusters Score -462445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -462446.593750 Penalty: 2690.984131
	Iteration 39Q: 3 clusters Score -462446.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -462446.875000 Penalty: 2690.984131
	Iteration 40F: 3 clusters Score -462446.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Entering Unmasked Estep 
Score: -283769.781250 Penalty: 1271.602417
	Iteration 0F: 2 clusters Score -283769.8 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 1291 members 
Entering Unmasked Estep 
Score: -281356.500000 Penalty: 2543.204834
	Iteration 0F: 3 clusters Score -281356.5 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -281940.343750 Penalty: 2543.204834
	Iteration 1F: 3 clusters Score -281940.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -282121.500000 Penalty: 2543.204834
	Iteration 2F: 3 clusters Score -282121.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -282288.812500 Penalty: 2543.204834
	Iteration 3F: 3 clusters Score -282288.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -282410.156250 Penalty: 2543.204834
	Iteration 4F: 3 clusters Score -282410.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -282531.562500 Penalty: 2543.204834
	Iteration 5Q: 3 clusters Score -282531.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -282609.781250 Penalty: 2543.204834
	Iteration 6Q: 3 clusters Score -282609.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -282701.343750 Penalty: 2543.204834
	Iteration 7Q: 3 clusters Score -282701.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -282777.843750 Penalty: 2543.204834
	Iteration 8Q: 3 clusters Score -282777.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -282842.718750 Penalty: 2543.204834
	Iteration 9Q: 3 clusters Score -282842.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -282905.593750 Penalty: 2543.204834
	Iteration 10Q: 3 clusters Score -282905.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -282964.812500 Penalty: 2543.204834
	Iteration 11Q: 3 clusters Score -282964.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -283002.875000 Penalty: 2543.204834
	Iteration 12Q: 3 clusters Score -283002.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -283030.156250 Penalty: 2543.204834
	Iteration 13Q: 3 clusters Score -283030.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -283044.062500 Penalty: 2543.204834
	Iteration 14Q: 3 clusters Score -283044.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -283054.156250 Penalty: 2543.204834
	Iteration 15Q: 3 clusters Score -283054.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -283065.125000 Penalty: 2543.204834
	Iteration 16Q: 3 clusters Score -283065.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -283070.406250 Penalty: 2543.204834
	Iteration 17Q: 3 clusters Score -283070.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -283077.281250 Penalty: 2543.204834
	Iteration 18Q: 3 clusters Score -283077.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -283083.281250 Penalty: 2543.204834
	Iteration 19Q: 3 clusters Score -283083.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -283086.843750 Penalty: 2543.204834
	Iteration 20F: 3 clusters Score -283086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -283089.562500 Penalty: 2543.204834
	Iteration 21Q: 3 clusters Score -283089.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -283093.093750 Penalty: 2543.204834
	Iteration 22Q: 3 clusters Score -283093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -283094.718750 Penalty: 2543.204834
	Iteration 23Q: 3 clusters Score -283094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -283096.625000 Penalty: 2543.204834
	Iteration 24Q: 3 clusters Score -283096.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -283098.437500 Penalty: 2543.204834
	Iteration 25Q: 3 clusters Score -283098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -283101.625000 Penalty: 2543.204834
	Iteration 26Q: 3 clusters Score -283101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -283102.593750 Penalty: 2543.204834
	Iteration 27Q: 3 clusters Score -283102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -283103.093750 Penalty: 2543.204834
	Iteration 28Q: 3 clusters Score -283103.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -283103.968750 Penalty: 2543.204834
	Iteration 29Q: 3 clusters Score -283104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -283104.625000 Penalty: 2543.204834
	Iteration 30Q: 3 clusters Score -283104.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -283104.625000 Penalty: 2543.204834
	Iteration 31F: 3 clusters Score -283104.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Entering Unmasked Estep 
Score: -7665537.000000 Penalty: 1792.310181
	Iteration 0F: 2 clusters Score -7665537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -7625063.000000 Penalty: 3584.620361
	Iteration 0F: 3 clusters Score -7625063 nChanged 29227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -7641824.500000 Penalty: 3584.620361
	Iteration 1F: 3 clusters Score -7641824 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -7642717.000000 Penalty: 3584.620361
	Iteration 2Q: 3 clusters Score -7642717 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -7644124.500000 Penalty: 3584.620361
	Iteration 3F: 3 clusters Score -7644124 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -7646235.500000 Penalty: 3584.620361
	Iteration 4F: 3 clusters Score -7646236 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -7649568.000000 Penalty: 3584.620361
	Iteration 5F: 3 clusters Score -7649568 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -7653784.000000 Penalty: 3584.620361
	Iteration 6F: 3 clusters Score -7653784 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -7657956.000000 Penalty: 3584.620361
	Iteration 7F: 3 clusters Score -7657956 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -7660815.000000 Penalty: 3584.620361
	Iteration 8Q: 3 clusters Score -7660815 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -7662157.000000 Penalty: 3584.620361
	Iteration 9Q: 3 clusters Score -7662157 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -7662699.500000 Penalty: 3584.620361
	Iteration 10Q: 3 clusters Score -7662700 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -7662925.000000 Penalty: 3584.620361
	Iteration 11Q: 3 clusters Score -7662925 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -7663035.500000 Penalty: 3584.620361
	Iteration 12Q: 3 clusters Score -7663036 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -7663136.000000 Penalty: 3584.620361
	Iteration 13Q: 3 clusters Score -7663136 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -7663219.500000 Penalty: 3584.620361
	Iteration 14Q: 3 clusters Score -7663220 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -7663248.500000 Penalty: 3584.620361
	Iteration 15Q: 3 clusters Score -7663248 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -7663291.000000 Penalty: 3584.620361
	Iteration 16Q: 3 clusters Score -7663291 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -7663302.500000 Penalty: 3584.620361
	Iteration 17Q: 3 clusters Score -7663302 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -7663317.500000 Penalty: 3584.620361
	Iteration 18Q: 3 clusters Score -7663318 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -7663365.000000 Penalty: 3584.620361
	Iteration 19Q: 3 clusters Score -7663365 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -7663407.500000 Penalty: 3584.620361
	Iteration 20F: 3 clusters Score -7663408 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -7663433.500000 Penalty: 3584.620361
	Iteration 21Q: 3 clusters Score -7663434 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -7663478.000000 Penalty: 3584.620361
	Iteration 22Q: 3 clusters Score -7663478 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -7663475.500000 Penalty: 3584.620361
	Iteration 23Q: 3 clusters Score -7663476 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7663486.000000 Penalty: 3584.620361
	Iteration 24Q: 3 clusters Score -7663486 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -7663533.000000 Penalty: 3584.620361
	Iteration 25Q: 3 clusters Score -7663533 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -7663593.500000 Penalty: 3584.620361
	Iteration 26Q: 3 clusters Score -7663594 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -7663624.000000 Penalty: 3584.620361
	Iteration 27Q: 3 clusters Score -7663624 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -7663651.000000 Penalty: 3584.620361
	Iteration 28Q: 3 clusters Score -7663651 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7663674.000000 Penalty: 3584.620361
	Iteration 29Q: 3 clusters Score -7663674 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -7663685.500000 Penalty: 3584.620361
	Iteration 30Q: 3 clusters Score -7663686 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -7663711.000000 Penalty: 3584.620361
	Iteration 31Q: 3 clusters Score -7663711 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -7663748.000000 Penalty: 3584.620361
	Iteration 32Q: 3 clusters Score -7663748 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7663781.000000 Penalty: 3584.620361
	Iteration 33Q: 3 clusters Score -7663781 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7663807.000000 Penalty: 3584.620361
	Iteration 34Q: 3 clusters Score -7663807 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7663830.000000 Penalty: 3584.620361
	Iteration 35Q: 3 clusters Score -7663830 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7663871.000000 Penalty: 3584.620361
	Iteration 36Q: 3 clusters Score -7663871 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7663883.500000 Penalty: 3584.620361
	Iteration 37Q: 3 clusters Score -7663884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7663907.000000 Penalty: 3584.620361
	Iteration 38Q: 3 clusters Score -7663907 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7663915.500000 Penalty: 3584.620361
	Iteration 39Q: 3 clusters Score -7663916 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7663935.000000 Penalty: 3584.620361
	Iteration 40F: 3 clusters Score -7663935 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7663951.500000 Penalty: 3584.620361
	Iteration 41Q: 3 clusters Score -7663952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7663955.500000 Penalty: 3584.620361
	Iteration 42Q: 3 clusters Score -7663956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7663989.000000 Penalty: 3584.620361
	Iteration 43Q: 3 clusters Score -7663989 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7664008.000000 Penalty: 3584.620361
	Iteration 44Q: 3 clusters Score -7664008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7664007.500000 Penalty: 3584.620361
	Iteration 45Q: 3 clusters Score -7664008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7664016.500000 Penalty: 3584.620361
	Iteration 46Q: 3 clusters Score -7664016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7664016.500000 Penalty: 3584.620361
	Iteration 47Q: 3 clusters Score -7664016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7664021.500000 Penalty: 3584.620361
	Iteration 48Q: 3 clusters Score -7664022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7664007.000000 Penalty: 3584.620361
	Iteration 49Q: 3 clusters Score -7664007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7664016.000000 Penalty: 3584.620361
	Iteration 50Q: 3 clusters Score -7664016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60043 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7664026.500000 Penalty: 3584.620361
	Iteration 51Q: 3 clusters Score -7664026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7664031.500000 Penalty: 3584.620361
	Iteration 52Q: 3 clusters Score -7664032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7664033.000000 Penalty: 3584.620361
	Iteration 53Q: 3 clusters Score -7664033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7664025.000000 Penalty: 3584.620361
	Iteration 54Q: 3 clusters Score -7664025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7664032.000000 Penalty: 3584.620361
	Iteration 55Q: 3 clusters Score -7664032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7664046.000000 Penalty: 3584.620361
	Iteration 56Q: 3 clusters Score -7664046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7664065.000000 Penalty: 3584.620361
	Iteration 57Q: 3 clusters Score -7664065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7664059.000000 Penalty: 3584.620361
	Iteration 58Q: 3 clusters Score -7664059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -7664077.000000 Penalty: 3584.620361
	Iteration 59Q: 3 clusters Score -7664077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7664088.000000 Penalty: 3584.620361
	Iteration 60F: 3 clusters Score -7664088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7664079.500000 Penalty: 3584.620361
	Iteration 61Q: 3 clusters Score -7664080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7664080.000000 Penalty: 3584.620361
	Iteration 62Q: 3 clusters Score -7664080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7664076.000000 Penalty: 3584.620361
	Iteration 63Q: 3 clusters Score -7664076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7664079.000000 Penalty: 3584.620361
	Iteration 64Q: 3 clusters Score -7664079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7664079.000000 Penalty: 3584.620361
	Iteration 65Q: 3 clusters Score -7664079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7664088.000000 Penalty: 3584.620361
	Iteration 66Q: 3 clusters Score -7664088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7664111.000000 Penalty: 3584.620361
	Iteration 67Q: 3 clusters Score -7664111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7664112.500000 Penalty: 3584.620361
	Iteration 68Q: 3 clusters Score -7664112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7664116.000000 Penalty: 3584.620361
	Iteration 69Q: 3 clusters Score -7664116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7664121.500000 Penalty: 3584.620361
	Iteration 70Q: 3 clusters Score -7664122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -7664118.000000 Penalty: 3584.620361
	Iteration 71Q: 3 clusters Score -7664118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7664120.000000 Penalty: 3584.620361
	Iteration 72Q: 3 clusters Score -7664120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7664113.000000 Penalty: 3584.620361
	Iteration 73Q: 3 clusters Score -7664113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7664112.500000 Penalty: 3584.620361
	Iteration 74Q: 3 clusters Score -7664112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7664116.000000 Penalty: 3584.620361
	Iteration 75Q: 3 clusters Score -7664116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7664116.000000 Penalty: 3584.620361
	Iteration 76F: 3 clusters Score -7664116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (83736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83736 members 
Entering Unmasked Estep 
Score: -10345364.000000 Penalty: 1842.006470
	Iteration 0F: 2 clusters Score -1.034536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -10293808.000000 Penalty: 3684.012939
	Iteration 0F: 3 clusters Score -1.029381e+07 nChanged 39784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -10316471.000000 Penalty: 3684.012939
	Iteration 1F: 3 clusters Score -1.031647e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -10317027.000000 Penalty: 3684.012939
	Iteration 2Q: 3 clusters Score -1.031703e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -10317597.000000 Penalty: 3684.012939
	Iteration 3Q: 3 clusters Score -1.03176e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -10318350.000000 Penalty: 3684.012939
	Iteration 4Q: 3 clusters Score -1.031835e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -10319521.000000 Penalty: 3684.012939
	Iteration 5Q: 3 clusters Score -1.031952e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -10321499.000000 Penalty: 3684.012939
	Iteration 6Q: 3 clusters Score -1.03215e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -10325044.000000 Penalty: 3684.012939
	Iteration 7F: 3 clusters Score -1.032504e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -10329995.000000 Penalty: 3684.012939
	Iteration 8F: 3 clusters Score -1.033e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -10335432.000000 Penalty: 3684.012939
	Iteration 9F: 3 clusters Score -1.033543e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 78407 members 
Entering Unmasked Estep 
Score: -10339463.000000 Penalty: 3684.012939
	Iteration 10F: 3 clusters Score -1.033946e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -10341706.000000 Penalty: 3684.012939
	Iteration 11Q: 3 clusters Score -1.034171e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -10342746.000000 Penalty: 3684.012939
	Iteration 12Q: 3 clusters Score -1.034275e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -10343278.000000 Penalty: 3684.012939
	Iteration 13Q: 3 clusters Score -1.034328e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -10343508.000000 Penalty: 3684.012939
	Iteration 14Q: 3 clusters Score -1.034351e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -10343613.000000 Penalty: 3684.012939
	Iteration 15Q: 3 clusters Score -1.034361e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 83372 members 
Entering Unmasked Estep 
Score: -10343678.000000 Penalty: 3684.012939
	Iteration 16Q: 3 clusters Score -1.034368e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -10343724.000000 Penalty: 3684.012939
	Iteration 17Q: 3 clusters Score -1.034372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 83417 members 
Entering Unmasked Estep 
Score: -10343753.000000 Penalty: 3684.012939
	Iteration 18Q: 3 clusters Score -1.034375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 83428 members 
Entering Unmasked Estep 
Score: -10343766.000000 Penalty: 3684.012939
	Iteration 19Q: 3 clusters Score -1.034377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
Score: -10343784.000000 Penalty: 3684.012939
	Iteration 20F: 3 clusters Score -1.034378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 83443 members 
Entering Unmasked Estep 
Score: -10343803.000000 Penalty: 3684.012939
	Iteration 21Q: 3 clusters Score -1.03438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -10343799.000000 Penalty: 3684.012939
	Iteration 22Q: 3 clusters Score -1.03438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 83451 members 
Entering Unmasked Estep 
Score: -10343806.000000 Penalty: 3684.012939
	Iteration 23Q: 3 clusters Score -1.034381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 83458 members 
Entering Unmasked Estep 
Score: -10343812.000000 Penalty: 3684.012939
	Iteration 24Q: 3 clusters Score -1.034381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 83460 members 
Entering Unmasked Estep 
Score: -10343818.000000 Penalty: 3684.012939
	Iteration 25Q: 3 clusters Score -1.034382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 83466 members 
Entering Unmasked Estep 
Score: -10343815.000000 Penalty: 3684.012939
	Iteration 26Q: 3 clusters Score -1.034382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -10343832.000000 Penalty: 3684.012939
	Iteration 27Q: 3 clusters Score -1.034383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
Score: -10343830.000000 Penalty: 3684.012939
	Iteration 28Q: 3 clusters Score -1.034383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 83476 members 
Entering Unmasked Estep 
Score: -10343833.000000 Penalty: 3684.012939
	Iteration 29Q: 3 clusters Score -1.034383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 83475 members 
Entering Unmasked Estep 
Score: -10343836.000000 Penalty: 3684.012939
	Iteration 30Q: 3 clusters Score -1.034384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 83476 members 
Entering Unmasked Estep 
Score: -10343841.000000 Penalty: 3684.012939
	Iteration 31Q: 3 clusters Score -1.034384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 83476 members 
Entering Unmasked Estep 
Score: -10343841.000000 Penalty: 3684.012939
	Iteration 32F: 3 clusters Score -1.034384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Entering Unmasked Estep 
Score: -7795664.500000 Penalty: 1794.781372
	Iteration 0F: 2 clusters Score -7795664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -7754630.000000 Penalty: 3589.562744
	Iteration 0F: 3 clusters Score -7754630 nChanged 29590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -7771786.500000 Penalty: 3589.562744
	Iteration 1F: 3 clusters Score -7771786 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -7772620.000000 Penalty: 3589.562744
	Iteration 2Q: 3 clusters Score -7772620 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -7773878.000000 Penalty: 3589.562744
	Iteration 3Q: 3 clusters Score -7773878 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -7776493.500000 Penalty: 3589.562744
	Iteration 4F: 3 clusters Score -7776494 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -7780627.500000 Penalty: 3589.562744
	Iteration 5F: 3 clusters Score -7780628 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -7785840.500000 Penalty: 3589.562744
	Iteration 6F: 3 clusters Score -7785840 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -7790331.500000 Penalty: 3589.562744
	Iteration 7F: 3 clusters Score -7790332 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -7792646.500000 Penalty: 3589.562744
	Iteration 8Q: 3 clusters Score -7792646 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -7793553.000000 Penalty: 3589.562744
	Iteration 9Q: 3 clusters Score -7793553 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -7793874.500000 Penalty: 3589.562744
	Iteration 10Q: 3 clusters Score -7793874 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -7794003.500000 Penalty: 3589.562744
	Iteration 11Q: 3 clusters Score -7794004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -7794070.500000 Penalty: 3589.562744
	Iteration 12Q: 3 clusters Score -7794070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 62411 members 
Entering Unmasked Estep 
Score: -7794111.000000 Penalty: 3589.562744
	Iteration 13Q: 3 clusters Score -7794111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -7794144.500000 Penalty: 3589.562744
	Iteration 14Q: 3 clusters Score -7794144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -7794146.000000 Penalty: 3589.562744
	Iteration 15Q: 3 clusters Score -7794146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -7794164.000000 Penalty: 3589.562744
	Iteration 16Q: 3 clusters Score -7794164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -7794169.500000 Penalty: 3589.562744
	Iteration 17Q: 3 clusters Score -7794170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -7794183.000000 Penalty: 3589.562744
	Iteration 18Q: 3 clusters Score -7794183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -7794198.000000 Penalty: 3589.562744
	Iteration 19Q: 3 clusters Score -7794198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -7794198.500000 Penalty: 3589.562744
	Iteration 20F: 3 clusters Score -7794198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -7794202.500000 Penalty: 3589.562744
	Iteration 21Q: 3 clusters Score -7794202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -7794202.000000 Penalty: 3589.562744
	Iteration 22Q: 3 clusters Score -7794202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -7794202.000000 Penalty: 3589.562744
	Iteration 23F: 3 clusters Score -7794202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -271242.406250 Penalty: 1251.077148
	Iteration 0F: 2 clusters Score -271242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269042.875000 Penalty: 2502.154297
	Iteration 0F: 3 clusters Score -269042.9 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -269501.062500 Penalty: 2502.154297
	Iteration 1F: 3 clusters Score -269501.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -269597.687500 Penalty: 2502.154297
	Iteration 2F: 3 clusters Score -269597.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -269655.062500 Penalty: 2502.154297
	Iteration 3Q: 3 clusters Score -269655.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -269690.500000 Penalty: 2502.154297
	Iteration 4Q: 3 clusters Score -269690.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -269725.250000 Penalty: 2502.154297
	Iteration 5Q: 3 clusters Score -269725.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -269753.906250 Penalty: 2502.154297
	Iteration 6Q: 3 clusters Score -269753.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -269779.437500 Penalty: 2502.154297
	Iteration 7Q: 3 clusters Score -269779.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -269799.500000 Penalty: 2502.154297
	Iteration 8Q: 3 clusters Score -269799.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -269822.750000 Penalty: 2502.154297
	Iteration 9Q: 3 clusters Score -269822.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -269857.500000 Penalty: 2502.154297
	Iteration 10Q: 3 clusters Score -269857.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -269888.281250 Penalty: 2502.154297
	Iteration 11Q: 3 clusters Score -269888.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -269907.968750 Penalty: 2502.154297
	Iteration 12Q: 3 clusters Score -269908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -269927.062500 Penalty: 2502.154297
	Iteration 13Q: 3 clusters Score -269927.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -269953.343750 Penalty: 2502.154297
	Iteration 14Q: 3 clusters Score -269953.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -269976.406250 Penalty: 2502.154297
	Iteration 15Q: 3 clusters Score -269976.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -269997.968750 Penalty: 2502.154297
	Iteration 16Q: 3 clusters Score -269998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -270020.937500 Penalty: 2502.154297
	Iteration 17Q: 3 clusters Score -270020.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -270042.593750 Penalty: 2502.154297
	Iteration 18Q: 3 clusters Score -270042.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -270061.062500 Penalty: 2502.154297
	Iteration 19Q: 3 clusters Score -270061.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -270090.093750 Penalty: 2502.154297
	Iteration 20F: 3 clusters Score -270090.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -270120.812500 Penalty: 2502.154297
	Iteration 21Q: 3 clusters Score -270120.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -270157.812500 Penalty: 2502.154297
	Iteration 22Q: 3 clusters Score -270157.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -270209.906250 Penalty: 2502.154297
	Iteration 23Q: 3 clusters Score -270209.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -270281.218750 Penalty: 2502.154297
	Iteration 24Q: 3 clusters Score -270281.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -270359.656250 Penalty: 2502.154297
	Iteration 25Q: 3 clusters Score -270359.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -270459.312500 Penalty: 2502.154297
	Iteration 26Q: 3 clusters Score -270459.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -270561.406250 Penalty: 2502.154297
	Iteration 27Q: 3 clusters Score -270561.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -270635.531250 Penalty: 2502.154297
	Iteration 28Q: 3 clusters Score -270635.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -270670.437500 Penalty: 2502.154297
	Iteration 29Q: 3 clusters Score -270670.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -270692.656250 Penalty: 2502.154297
	Iteration 30Q: 3 clusters Score -270692.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -270708.125000 Penalty: 2502.154297
	Iteration 31Q: 3 clusters Score -270708.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -270715.031250 Penalty: 2502.154297
	Iteration 32Q: 3 clusters Score -270715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -270718.437500 Penalty: 2502.154297
	Iteration 33Q: 3 clusters Score -270718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -270718.875000 Penalty: 2502.154297
	Iteration 34Q: 3 clusters Score -270718.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -270718.875000 Penalty: 2502.154297
	Iteration 35F: 3 clusters Score -270718.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Entering Unmasked Estep 
Score: -4311562.000000 Penalty: 1698.428711
	Iteration 0F: 2 clusters Score -4311562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -4288244.500000 Penalty: 3396.857422
	Iteration 0F: 3 clusters Score -4288244 nChanged 16091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -4297117.500000 Penalty: 3396.857422
	Iteration 1F: 3 clusters Score -4297118 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -4297507.500000 Penalty: 3396.857422
	Iteration 2Q: 3 clusters Score -4297508 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4297909.000000 Penalty: 3396.857422
	Iteration 3Q: 3 clusters Score -4297909 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -4298372.500000 Penalty: 3396.857422
	Iteration 4Q: 3 clusters Score -4298372 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -4299049.000000 Penalty: 3396.857422
	Iteration 5Q: 3 clusters Score -4299049 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -4300045.000000 Penalty: 3396.857422
	Iteration 6F: 3 clusters Score -4300045 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -4301608.500000 Penalty: 3396.857422
	Iteration 7F: 3 clusters Score -4301608 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4303678.000000 Penalty: 3396.857422
	Iteration 8F: 3 clusters Score -4303678 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -4305913.000000 Penalty: 3396.857422
	Iteration 9F: 3 clusters Score -4305913 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -4307636.000000 Penalty: 3396.857422
	Iteration 10F: 3 clusters Score -4307636 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4308578.000000 Penalty: 3396.857422
	Iteration 11Q: 3 clusters Score -4308578 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4309048.000000 Penalty: 3396.857422
	Iteration 12Q: 3 clusters Score -4309048 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4309336.000000 Penalty: 3396.857422
	Iteration 13Q: 3 clusters Score -4309336 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4309532.500000 Penalty: 3396.857422
	Iteration 14Q: 3 clusters Score -4309532 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4309712.000000 Penalty: 3396.857422
	Iteration 15Q: 3 clusters Score -4309712 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4309829.500000 Penalty: 3396.857422
	Iteration 16Q: 3 clusters Score -4309830 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4309921.500000 Penalty: 3396.857422
	Iteration 17Q: 3 clusters Score -4309922 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4309975.000000 Penalty: 3396.857422
	Iteration 18Q: 3 clusters Score -4309975 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4310035.000000 Penalty: 3396.857422
	Iteration 19Q: 3 clusters Score -4310035 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4310070.500000 Penalty: 3396.857422
	Iteration 20F: 3 clusters Score -4310070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4310094.500000 Penalty: 3396.857422
	Iteration 21Q: 3 clusters Score -4310094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4310133.000000 Penalty: 3396.857422
	Iteration 22Q: 3 clusters Score -4310133 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4310157.500000 Penalty: 3396.857422
	Iteration 23Q: 3 clusters Score -4310158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4310180.000000 Penalty: 3396.857422
	Iteration 24Q: 3 clusters Score -4310180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4310206.000000 Penalty: 3396.857422
	Iteration 25Q: 3 clusters Score -4310206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4310228.500000 Penalty: 3396.857422
	Iteration 26Q: 3 clusters Score -4310228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4310240.500000 Penalty: 3396.857422
	Iteration 27Q: 3 clusters Score -4310240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4310244.500000 Penalty: 3396.857422
	Iteration 28Q: 3 clusters Score -4310244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4310252.500000 Penalty: 3396.857422
	Iteration 29Q: 3 clusters Score -4310252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4310249.500000 Penalty: 3396.857422
	Iteration 30Q: 3 clusters Score -4310250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4310248.500000 Penalty: 3396.857422
	Iteration 31Q: 3 clusters Score -4310248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4310250.000000 Penalty: 3396.857422
	Iteration 32Q: 3 clusters Score -4310250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4310258.000000 Penalty: 3396.857422
	Iteration 33Q: 3 clusters Score -4310258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4310256.000000 Penalty: 3396.857422
	Iteration 34Q: 3 clusters Score -4310256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4310260.000000 Penalty: 3396.857422
	Iteration 35Q: 3 clusters Score -4310260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4310262.000000 Penalty: 3396.857422
	Iteration 36Q: 3 clusters Score -4310262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4310263.000000 Penalty: 3396.857422
	Iteration 37Q: 3 clusters Score -4310263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4310263.500000 Penalty: 3396.857422
	Iteration 38Q: 3 clusters Score -4310264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4310267.000000 Penalty: 3396.857422
	Iteration 39Q: 3 clusters Score -4310267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4310265.500000 Penalty: 3396.857422
	Iteration 40F: 3 clusters Score -4310266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4310269.500000 Penalty: 3396.857422
	Iteration 41Q: 3 clusters Score -4310270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4310270.000000 Penalty: 3396.857422
	Iteration 42Q: 3 clusters Score -4310270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4310272.500000 Penalty: 3396.857422
	Iteration 43Q: 3 clusters Score -4310272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4310270.500000 Penalty: 3396.857422
	Iteration 44Q: 3 clusters Score -4310270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4310272.500000 Penalty: 3396.857422
	Iteration 45Q: 3 clusters Score -4310272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4310271.500000 Penalty: 3396.857422
	Iteration 46Q: 3 clusters Score -4310272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4310275.000000 Penalty: 3396.857422
	Iteration 47Q: 3 clusters Score -4310275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4310277.500000 Penalty: 3396.857422
	Iteration 48Q: 3 clusters Score -4310278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4310278.500000 Penalty: 3396.857422
	Iteration 49Q: 3 clusters Score -4310278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4310278.500000 Penalty: 3396.857422
	Iteration 50F: 3 clusters Score -4310278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Entering Unmasked Estep 
Score: -407100.750000 Penalty: 1323.746094
	Iteration 0F: 2 clusters Score -407100.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -404082.562500 Penalty: 2647.492188
	Iteration 0F: 3 clusters Score -404082.6 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -404819.875000 Penalty: 2647.492188
	Iteration 1F: 3 clusters Score -404819.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -404971.781250 Penalty: 2647.492188
	Iteration 2F: 3 clusters Score -404971.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -405076.406250 Penalty: 2647.492188
	Iteration 3F: 3 clusters Score -405076.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -405146.250000 Penalty: 2647.492188
	Iteration 4Q: 3 clusters Score -405146.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -405211.218750 Penalty: 2647.492188
	Iteration 5Q: 3 clusters Score -405211.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -405264.125000 Penalty: 2647.492188
	Iteration 6Q: 3 clusters Score -405264.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -405320.843750 Penalty: 2647.492188
	Iteration 7Q: 3 clusters Score -405320.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -405375.062500 Penalty: 2647.492188
	Iteration 8Q: 3 clusters Score -405375.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -405428.281250 Penalty: 2647.492188
	Iteration 9Q: 3 clusters Score -405428.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -405464.062500 Penalty: 2647.492188
	Iteration 10Q: 3 clusters Score -405464.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -405505.312500 Penalty: 2647.492188
	Iteration 11Q: 3 clusters Score -405505.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -405544.656250 Penalty: 2647.492188
	Iteration 12Q: 3 clusters Score -405544.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -405600.781250 Penalty: 2647.492188
	Iteration 13Q: 3 clusters Score -405600.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -405657.812500 Penalty: 2647.492188
	Iteration 14Q: 3 clusters Score -405657.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -405715.906250 Penalty: 2647.492188
	Iteration 15Q: 3 clusters Score -405715.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -405768.062500 Penalty: 2647.492188
	Iteration 16Q: 3 clusters Score -405768.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -405823.843750 Penalty: 2647.492188
	Iteration 17Q: 3 clusters Score -405823.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -405885.843750 Penalty: 2647.492188
	Iteration 18Q: 3 clusters Score -405885.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -405938.125000 Penalty: 2647.492188
	Iteration 19Q: 3 clusters Score -405938.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -405964.781250 Penalty: 2647.492188
	Iteration 20F: 3 clusters Score -405964.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -405976.781250 Penalty: 2647.492188
	Iteration 21Q: 3 clusters Score -405976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -405986.187500 Penalty: 2647.492188
	Iteration 22Q: 3 clusters Score -405986.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -405995.843750 Penalty: 2647.492188
	Iteration 23Q: 3 clusters Score -405995.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -406008.687500 Penalty: 2647.492188
	Iteration 24Q: 3 clusters Score -406008.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -406019.500000 Penalty: 2647.492188
	Iteration 25Q: 3 clusters Score -406019.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -406034.000000 Penalty: 2647.492188
	Iteration 26Q: 3 clusters Score -406034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -406043.562500 Penalty: 2647.492188
	Iteration 27Q: 3 clusters Score -406043.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -406049.562500 Penalty: 2647.492188
	Iteration 28Q: 3 clusters Score -406049.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -406055.906250 Penalty: 2647.492188
	Iteration 29Q: 3 clusters Score -406055.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -406060.031250 Penalty: 2647.492188
	Iteration 30Q: 3 clusters Score -406060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -406064.906250 Penalty: 2647.492188
	Iteration 31Q: 3 clusters Score -406064.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -406069.687500 Penalty: 2647.492188
	Iteration 32Q: 3 clusters Score -406069.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -406073.687500 Penalty: 2647.492188
	Iteration 33Q: 3 clusters Score -406073.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -406076.375000 Penalty: 2647.492188
	Iteration 34Q: 3 clusters Score -406076.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -406080.781250 Penalty: 2647.492188
	Iteration 35Q: 3 clusters Score -406080.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -406082.937500 Penalty: 2647.492188
	Iteration 36Q: 3 clusters Score -406082.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -406083.437500 Penalty: 2647.492188
	Iteration 37Q: 3 clusters Score -406083.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -406083.437500 Penalty: 2647.492188
	Iteration 38F: 3 clusters Score -406083.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Entering Unmasked Estep 
Score: -742946.687500 Penalty: 1414.373779
	Iteration 0F: 2 clusters Score -742946.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -738305.875000 Penalty: 2828.747559
	Iteration 0F: 3 clusters Score -738305.9 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -739657.500000 Penalty: 2828.747559
	Iteration 1F: 3 clusters Score -739657.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -739832.437500 Penalty: 2828.747559
	Iteration 2F: 3 clusters Score -739832.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -739960.500000 Penalty: 2828.747559
	Iteration 3Q: 3 clusters Score -739960.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -740049.062500 Penalty: 2828.747559
	Iteration 4Q: 3 clusters Score -740049.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -740134.687500 Penalty: 2828.747559
	Iteration 5Q: 3 clusters Score -740134.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -740227.687500 Penalty: 2828.747559
	Iteration 6Q: 3 clusters Score -740227.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -740335.250000 Penalty: 2828.747559
	Iteration 7Q: 3 clusters Score -740335.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -740481.375000 Penalty: 2828.747559
	Iteration 8Q: 3 clusters Score -740481.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -740702.937500 Penalty: 2828.747559
	Iteration 9Q: 3 clusters Score -740702.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -740958.000000 Penalty: 2828.747559
	Iteration 10Q: 3 clusters Score -740958 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -741207.875000 Penalty: 2828.747559
	Iteration 11Q: 3 clusters Score -741207.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -741494.062500 Penalty: 2828.747559
	Iteration 12Q: 3 clusters Score -741494.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -741824.750000 Penalty: 2828.747559
	Iteration 13Q: 3 clusters Score -741824.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -742173.375000 Penalty: 2828.747559
	Iteration 14Q: 3 clusters Score -742173.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -742381.250000 Penalty: 2828.747559
	Iteration 15Q: 3 clusters Score -742381.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -742470.437500 Penalty: 2828.747559
	Iteration 16Q: 3 clusters Score -742470.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -742504.625000 Penalty: 2828.747559
	Iteration 17Q: 3 clusters Score -742504.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -742515.187500 Penalty: 2828.747559
	Iteration 18Q: 3 clusters Score -742515.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -742517.500000 Penalty: 2828.747559
	Iteration 19Q: 3 clusters Score -742517.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -742519.312500 Penalty: 2828.747559
	Iteration 20F: 3 clusters Score -742519.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -742519.562500 Penalty: 2828.747559
	Iteration 21Q: 3 clusters Score -742519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -742518.500000 Penalty: 2828.747559
	Iteration 22Q: 3 clusters Score -742518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -742518.750000 Penalty: 2828.747559
	Iteration 23Q: 3 clusters Score -742518.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -742518.750000 Penalty: 2828.747559
	Iteration 24F: 3 clusters Score -742518.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Entering Unmasked Estep 
Score: -1352533.625000 Penalty: 1507.887329
	Iteration 0F: 2 clusters Score -1352534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1344897.875000 Penalty: 3015.774658
	Iteration 0F: 3 clusters Score -1344898 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1347510.875000 Penalty: 3015.774658
	Iteration 1F: 3 clusters Score -1347511 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1347851.250000 Penalty: 3015.774658
	Iteration 2F: 3 clusters Score -1347851 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1348193.000000 Penalty: 3015.774658
	Iteration 3F: 3 clusters Score -1348193 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1348526.375000 Penalty: 3015.774658
	Iteration 4F: 3 clusters Score -1348526 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1348849.750000 Penalty: 3015.774658
	Iteration 5Q: 3 clusters Score -1348850 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1349144.000000 Penalty: 3015.774658
	Iteration 6Q: 3 clusters Score -1349144 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1349440.750000 Penalty: 3015.774658
	Iteration 7Q: 3 clusters Score -1349441 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1349718.625000 Penalty: 3015.774658
	Iteration 8Q: 3 clusters Score -1349719 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1350010.875000 Penalty: 3015.774658
	Iteration 9Q: 3 clusters Score -1350011 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1350300.375000 Penalty: 3015.774658
	Iteration 10Q: 3 clusters Score -1350300 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1350533.250000 Penalty: 3015.774658
	Iteration 11Q: 3 clusters Score -1350533 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1350715.250000 Penalty: 3015.774658
	Iteration 12Q: 3 clusters Score -1350715 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1350863.500000 Penalty: 3015.774658
	Iteration 13Q: 3 clusters Score -1350864 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1350971.750000 Penalty: 3015.774658
	Iteration 14Q: 3 clusters Score -1350972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1351037.625000 Penalty: 3015.774658
	Iteration 15Q: 3 clusters Score -1351038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1351085.625000 Penalty: 3015.774658
	Iteration 16Q: 3 clusters Score -1351086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1351121.625000 Penalty: 3015.774658
	Iteration 17Q: 3 clusters Score -1351122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1351145.750000 Penalty: 3015.774658
	Iteration 18Q: 3 clusters Score -1351146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1351166.625000 Penalty: 3015.774658
	Iteration 19Q: 3 clusters Score -1351167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1351184.500000 Penalty: 3015.774658
	Iteration 20F: 3 clusters Score -1351184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1351196.750000 Penalty: 3015.774658
	Iteration 21Q: 3 clusters Score -1351197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1351208.625000 Penalty: 3015.774658
	Iteration 22Q: 3 clusters Score -1351209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1351221.375000 Penalty: 3015.774658
	Iteration 23Q: 3 clusters Score -1351221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1351232.500000 Penalty: 3015.774658
	Iteration 24Q: 3 clusters Score -1351232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1351236.750000 Penalty: 3015.774658
	Iteration 25Q: 3 clusters Score -1351237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1351242.750000 Penalty: 3015.774658
	Iteration 26Q: 3 clusters Score -1351243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1351245.125000 Penalty: 3015.774658
	Iteration 27Q: 3 clusters Score -1351245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1351244.250000 Penalty: 3015.774658
	Iteration 28Q: 3 clusters Score -1351244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1351249.500000 Penalty: 3015.774658
	Iteration 29Q: 3 clusters Score -1351250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1351251.625000 Penalty: 3015.774658
	Iteration 30Q: 3 clusters Score -1351252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1351252.000000 Penalty: 3015.774658
	Iteration 31Q: 3 clusters Score -1351252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1351254.250000 Penalty: 3015.774658
	Iteration 32Q: 3 clusters Score -1351254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1351254.250000 Penalty: 3015.774658
	Iteration 33F: 3 clusters Score -1351254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -37638.335938 Penalty: 970.330078
	Iteration 0F: 2 clusters Score -37638.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36720.144531 Penalty: 1940.660156
	Iteration 0F: 3 clusters Score -36720.14 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36868.203125 Penalty: 1940.660156
	Iteration 1F: 3 clusters Score -36868.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36919.531250 Penalty: 1940.660156
	Iteration 2F: 3 clusters Score -36919.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36970.406250 Penalty: 1940.660156
	Iteration 3F: 3 clusters Score -36970.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37083.847656 Penalty: 1940.660156
	Iteration 4F: 3 clusters Score -37083.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -37286.671875 Penalty: 1940.660156
	Iteration 5F: 3 clusters Score -37286.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37375.074219 Penalty: 1940.660156
	Iteration 6F: 3 clusters Score -37375.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37434.894531 Penalty: 1940.660156
	Iteration 7Q: 3 clusters Score -37434.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -37478.320312 Penalty: 1940.660156
	Iteration 8Q: 3 clusters Score -37478.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -37506.339844 Penalty: 1940.660156
	Iteration 9Q: 3 clusters Score -37506.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37512.621094 Penalty: 1940.660156
	Iteration 10Q: 3 clusters Score -37512.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37514.296875 Penalty: 1940.660156
	Iteration 11Q: 3 clusters Score -37514.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37514.296875 Penalty: 1940.660156
	Iteration 12F: 3 clusters Score -37514.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Entering Unmasked Estep 
Score: -2200927.500000 Penalty: 1586.751953
	Iteration 0F: 2 clusters Score -2200928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2189028.750000 Penalty: 3173.503906
	Iteration 0F: 3 clusters Score -2189029 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2193124.250000 Penalty: 3173.503906
	Iteration 1F: 3 clusters Score -2193124 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2193349.750000 Penalty: 3173.503906
	Iteration 2Q: 3 clusters Score -2193350 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2193525.250000 Penalty: 3173.503906
	Iteration 3Q: 3 clusters Score -2193525 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2193694.500000 Penalty: 3173.503906
	Iteration 4Q: 3 clusters Score -2193694 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2193836.250000 Penalty: 3173.503906
	Iteration 5Q: 3 clusters Score -2193836 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2193994.250000 Penalty: 3173.503906
	Iteration 6Q: 3 clusters Score -2193994 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2194180.750000 Penalty: 3173.503906
	Iteration 7Q: 3 clusters Score -2194181 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2194434.250000 Penalty: 3173.503906
	Iteration 8Q: 3 clusters Score -2194434 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2194755.000000 Penalty: 3173.503906
	Iteration 9Q: 3 clusters Score -2194755 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2195211.500000 Penalty: 3173.503906
	Iteration 10Q: 3 clusters Score -2195212 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2195841.500000 Penalty: 3173.503906
	Iteration 11F: 3 clusters Score -2195842 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2196575.000000 Penalty: 3173.503906
	Iteration 12F: 3 clusters Score -2196575 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2197295.750000 Penalty: 3173.503906
	Iteration 13F: 3 clusters Score -2197296 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2197932.500000 Penalty: 3173.503906
	Iteration 14Q: 3 clusters Score -2197932 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2198409.250000 Penalty: 3173.503906
	Iteration 15Q: 3 clusters Score -2198409 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2198757.250000 Penalty: 3173.503906
	Iteration 16Q: 3 clusters Score -2198757 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2198983.750000 Penalty: 3173.503906
	Iteration 17Q: 3 clusters Score -2198984 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2199158.250000 Penalty: 3173.503906
	Iteration 18Q: 3 clusters Score -2199158 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2199279.000000 Penalty: 3173.503906
	Iteration 19Q: 3 clusters Score -2199279 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2199366.750000 Penalty: 3173.503906
	Iteration 20F: 3 clusters Score -2199367 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2199436.750000 Penalty: 3173.503906
	Iteration 21Q: 3 clusters Score -2199437 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2199484.250000 Penalty: 3173.503906
	Iteration 22Q: 3 clusters Score -2199484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2199522.500000 Penalty: 3173.503906
	Iteration 23Q: 3 clusters Score -2199522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2199539.250000 Penalty: 3173.503906
	Iteration 24Q: 3 clusters Score -2199539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2199555.750000 Penalty: 3173.503906
	Iteration 25Q: 3 clusters Score -2199556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2199579.500000 Penalty: 3173.503906
	Iteration 26Q: 3 clusters Score -2199580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2199603.250000 Penalty: 3173.503906
	Iteration 27Q: 3 clusters Score -2199603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2199619.250000 Penalty: 3173.503906
	Iteration 28Q: 3 clusters Score -2199619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2199628.500000 Penalty: 3173.503906
	Iteration 29Q: 3 clusters Score -2199628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2199634.250000 Penalty: 3173.503906
	Iteration 30Q: 3 clusters Score -2199634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2199644.500000 Penalty: 3173.503906
	Iteration 31Q: 3 clusters Score -2199644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2199648.000000 Penalty: 3173.503906
	Iteration 32Q: 3 clusters Score -2199648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2199657.250000 Penalty: 3173.503906
	Iteration 33Q: 3 clusters Score -2199657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2199658.750000 Penalty: 3173.503906
	Iteration 34Q: 3 clusters Score -2199659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2199658.750000 Penalty: 3173.503906
	Iteration 35F: 3 clusters Score -2199659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Entering Unmasked Estep 
Score: -1771454.500000 Penalty: 1559.241211
	Iteration 0F: 2 clusters Score -1771454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1761349.375000 Penalty: 3118.482422
	Iteration 0F: 3 clusters Score -1761349 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1764778.250000 Penalty: 3118.482422
	Iteration 1F: 3 clusters Score -1764778 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1765059.000000 Penalty: 3118.482422
	Iteration 2F: 3 clusters Score -1765059 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1765367.875000 Penalty: 3118.482422
	Iteration 3Q: 3 clusters Score -1765368 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1765682.500000 Penalty: 3118.482422
	Iteration 4Q: 3 clusters Score -1765682 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1766020.500000 Penalty: 3118.482422
	Iteration 5Q: 3 clusters Score -1766020 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1766457.625000 Penalty: 3118.482422
	Iteration 6F: 3 clusters Score -1766458 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1766979.125000 Penalty: 3118.482422
	Iteration 7F: 3 clusters Score -1766979 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1767539.125000 Penalty: 3118.482422
	Iteration 8F: 3 clusters Score -1767539 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1768114.625000 Penalty: 3118.482422
	Iteration 9Q: 3 clusters Score -1768115 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1768655.375000 Penalty: 3118.482422
	Iteration 10Q: 3 clusters Score -1768655 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1769072.250000 Penalty: 3118.482422
	Iteration 11Q: 3 clusters Score -1769072 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1769346.875000 Penalty: 3118.482422
	Iteration 12Q: 3 clusters Score -1769347 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1769539.750000 Penalty: 3118.482422
	Iteration 13Q: 3 clusters Score -1769540 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1769650.750000 Penalty: 3118.482422
	Iteration 14Q: 3 clusters Score -1769651 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1769740.500000 Penalty: 3118.482422
	Iteration 15Q: 3 clusters Score -1769740 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1769805.875000 Penalty: 3118.482422
	Iteration 16Q: 3 clusters Score -1769806 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1769861.375000 Penalty: 3118.482422
	Iteration 17Q: 3 clusters Score -1769861 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1769906.125000 Penalty: 3118.482422
	Iteration 18Q: 3 clusters Score -1769906 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1769939.750000 Penalty: 3118.482422
	Iteration 19Q: 3 clusters Score -1769940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1769955.875000 Penalty: 3118.482422
	Iteration 20F: 3 clusters Score -1769956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1769970.875000 Penalty: 3118.482422
	Iteration 21Q: 3 clusters Score -1769971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1769983.750000 Penalty: 3118.482422
	Iteration 22Q: 3 clusters Score -1769984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1769988.125000 Penalty: 3118.482422
	Iteration 23Q: 3 clusters Score -1769988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1769989.250000 Penalty: 3118.482422
	Iteration 24Q: 3 clusters Score -1769989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1769991.000000 Penalty: 3118.482422
	Iteration 25Q: 3 clusters Score -1769991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1769994.875000 Penalty: 3118.482422
	Iteration 26Q: 3 clusters Score -1769995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1769999.125000 Penalty: 3118.482422
	Iteration 27Q: 3 clusters Score -1769999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1770003.000000 Penalty: 3118.482422
	Iteration 28Q: 3 clusters Score -1770003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1770004.750000 Penalty: 3118.482422
	Iteration 29Q: 3 clusters Score -1770005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1770009.625000 Penalty: 3118.482422
	Iteration 30Q: 3 clusters Score -1770010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1770014.625000 Penalty: 3118.482422
	Iteration 31Q: 3 clusters Score -1770015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1770017.000000 Penalty: 3118.482422
	Iteration 32Q: 3 clusters Score -1770017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1770018.000000 Penalty: 3118.482422
	Iteration 33Q: 3 clusters Score -1770018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1770023.875000 Penalty: 3118.482422
	Iteration 34Q: 3 clusters Score -1770024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1770027.000000 Penalty: 3118.482422
	Iteration 35Q: 3 clusters Score -1770027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1770024.625000 Penalty: 3118.482422
	Iteration 36Q: 3 clusters Score -1770025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1770027.250000 Penalty: 3118.482422
	Iteration 37Q: 3 clusters Score -1770027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1770026.000000 Penalty: 3118.482422
	Iteration 38Q: 3 clusters Score -1770026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1770028.250000 Penalty: 3118.482422
	Iteration 39Q: 3 clusters Score -1770028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1770028.000000 Penalty: 3118.482422
	Iteration 40F: 3 clusters Score -1770028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1770030.000000 Penalty: 3118.482422
	Iteration 41Q: 3 clusters Score -1770030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1770028.875000 Penalty: 3118.482422
	Iteration 42Q: 3 clusters Score -1770029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1770031.625000 Penalty: 3118.482422
	Iteration 43Q: 3 clusters Score -1770032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1770032.250000 Penalty: 3118.482422
	Iteration 44Q: 3 clusters Score -1770032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1770031.875000 Penalty: 3118.482422
	Iteration 45Q: 3 clusters Score -1770032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1770031.750000 Penalty: 3118.482422
	Iteration 46Q: 3 clusters Score -1770032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1770031.375000 Penalty: 3118.482422
	Iteration 47Q: 3 clusters Score -1770031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1770033.000000 Penalty: 3118.482422
	Iteration 48Q: 3 clusters Score -1770033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1770032.750000 Penalty: 3118.482422
	Iteration 49Q: 3 clusters Score -1770033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1770032.750000 Penalty: 3118.482422
	Iteration 50F: 3 clusters Score -1770033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -256285.765625 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -256285.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -254118.843750 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -254118.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -254573.875000 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -254573.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -254683.843750 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -254683.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -254753.187500 Penalty: 2493.040771
	Iteration 3Q: 3 clusters Score -254753.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -254791.234375 Penalty: 2493.040771
	Iteration 4Q: 3 clusters Score -254791.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -254817.671875 Penalty: 2493.040771
	Iteration 5Q: 3 clusters Score -254817.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -254842.031250 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -254842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -254855.062500 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -254855.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -254873.062500 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -254873.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -254886.218750 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -254886.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -254899.562500 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -254899.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -254911.343750 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -254911.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -254927.265625 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -254927.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -254935.312500 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -254935.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -254944.281250 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -254944.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -254952.296875 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -254952.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -254958.078125 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -254958.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -254962.921875 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -254962.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -254966.906250 Penalty: 2493.040771
	Iteration 18Q: 3 clusters Score -254966.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -254968.781250 Penalty: 2493.040771
	Iteration 19Q: 3 clusters Score -254968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -254970.156250 Penalty: 2493.040771
	Iteration 20F: 3 clusters Score -254970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -254972.250000 Penalty: 2493.040771
	Iteration 21Q: 3 clusters Score -254972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -254975.656250 Penalty: 2493.040771
	Iteration 22Q: 3 clusters Score -254975.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -254980.296875 Penalty: 2493.040771
	Iteration 23Q: 3 clusters Score -254980.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -254984.156250 Penalty: 2493.040771
	Iteration 24Q: 3 clusters Score -254984.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -254988.328125 Penalty: 2493.040771
	Iteration 25Q: 3 clusters Score -254988.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -254992.328125 Penalty: 2493.040771
	Iteration 26Q: 3 clusters Score -254992.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -254996.671875 Penalty: 2493.040771
	Iteration 27Q: 3 clusters Score -254996.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -254999.312500 Penalty: 2493.040771
	Iteration 28Q: 3 clusters Score -254999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -254999.640625 Penalty: 2493.040771
	Iteration 29Q: 3 clusters Score -254999.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -254999.937500 Penalty: 2493.040771
	Iteration 30Q: 3 clusters Score -254999.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -255000.968750 Penalty: 2493.040771
	Iteration 31Q: 3 clusters Score -255001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -255000.968750 Penalty: 2493.040771
	Iteration 32F: 3 clusters Score -255001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -461017.781250 Penalty: 1336.513794
	Iteration 0F: 2 clusters Score -461017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -457856.937500 Penalty: 2673.027588
	Iteration 0F: 3 clusters Score -457856.9 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -458747.593750 Penalty: 2673.027588
	Iteration 1F: 3 clusters Score -458747.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -458930.656250 Penalty: 2673.027588
	Iteration 2F: 3 clusters Score -458930.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -459084.343750 Penalty: 2673.027588
	Iteration 3F: 3 clusters Score -459084.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -459215.875000 Penalty: 2673.027588
	Iteration 4Q: 3 clusters Score -459215.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -459327.593750 Penalty: 2673.027588
	Iteration 5Q: 3 clusters Score -459327.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -459426.000000 Penalty: 2673.027588
	Iteration 6Q: 3 clusters Score -459426 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -459516.875000 Penalty: 2673.027588
	Iteration 7Q: 3 clusters Score -459516.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -459603.625000 Penalty: 2673.027588
	Iteration 8Q: 3 clusters Score -459603.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -459693.531250 Penalty: 2673.027588
	Iteration 9Q: 3 clusters Score -459693.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -459766.250000 Penalty: 2673.027588
	Iteration 10Q: 3 clusters Score -459766.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -459828.968750 Penalty: 2673.027588
	Iteration 11Q: 3 clusters Score -459829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -459889.281250 Penalty: 2673.027588
	Iteration 12Q: 3 clusters Score -459889.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -459955.125000 Penalty: 2673.027588
	Iteration 13Q: 3 clusters Score -459955.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -460000.468750 Penalty: 2673.027588
	Iteration 14Q: 3 clusters Score -460000.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -460039.312500 Penalty: 2673.027588
	Iteration 15Q: 3 clusters Score -460039.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -460070.750000 Penalty: 2673.027588
	Iteration 16Q: 3 clusters Score -460070.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -460093.781250 Penalty: 2673.027588
	Iteration 17Q: 3 clusters Score -460093.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -460115.875000 Penalty: 2673.027588
	Iteration 18Q: 3 clusters Score -460115.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -460133.687500 Penalty: 2673.027588
	Iteration 19Q: 3 clusters Score -460133.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -460149.437500 Penalty: 2673.027588
	Iteration 20F: 3 clusters Score -460149.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -460162.500000 Penalty: 2673.027588
	Iteration 21Q: 3 clusters Score -460162.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -460177.062500 Penalty: 2673.027588
	Iteration 22Q: 3 clusters Score -460177.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -460186.687500 Penalty: 2673.027588
	Iteration 23Q: 3 clusters Score -460186.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -460190.968750 Penalty: 2673.027588
	Iteration 24Q: 3 clusters Score -460191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -460196.343750 Penalty: 2673.027588
	Iteration 25Q: 3 clusters Score -460196.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -460199.000000 Penalty: 2673.027588
	Iteration 26Q: 3 clusters Score -460199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -460200.468750 Penalty: 2673.027588
	Iteration 27Q: 3 clusters Score -460200.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -460203.625000 Penalty: 2673.027588
	Iteration 28Q: 3 clusters Score -460203.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -460207.000000 Penalty: 2673.027588
	Iteration 29Q: 3 clusters Score -460207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -460208.968750 Penalty: 2673.027588
	Iteration 30Q: 3 clusters Score -460209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -460210.406250 Penalty: 2673.027588
	Iteration 31Q: 3 clusters Score -460210.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -460210.218750 Penalty: 2673.027588
	Iteration 32Q: 3 clusters Score -460210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -460210.218750 Penalty: 2673.027588
	Iteration 33F: 3 clusters Score -460210.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -18534.492188 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -18534.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17957.644531 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -17957.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18113.927734 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -18113.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18186.701172 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -18186.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18226.841797 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -18226.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18246.759766 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -18246.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18317.136719 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -18317.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18350.623047 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -18350.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18359.501953 Penalty: 1726.791992
	Iteration 7Q: 3 clusters Score -18359.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18359.501953 Penalty: 1726.791992
	Iteration 8F: 3 clusters Score -18359.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Entering Unmasked Estep 
Score: -4833979.500000 Penalty: 1714.066284
	Iteration 0F: 2 clusters Score -4833980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -4808337.500000 Penalty: 3428.132568
	Iteration 0F: 3 clusters Score -4808338 nChanged 17847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -4818352.000000 Penalty: 3428.132568
	Iteration 1F: 3 clusters Score -4818352 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -4818746.000000 Penalty: 3428.132568
	Iteration 2Q: 3 clusters Score -4818746 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4819063.000000 Penalty: 3428.132568
	Iteration 3Q: 3 clusters Score -4819063 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -4819388.500000 Penalty: 3428.132568
	Iteration 4Q: 3 clusters Score -4819388 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -4819720.000000 Penalty: 3428.132568
	Iteration 5Q: 3 clusters Score -4819720 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4820170.000000 Penalty: 3428.132568
	Iteration 6Q: 3 clusters Score -4820170 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -4820875.000000 Penalty: 3428.132568
	Iteration 7Q: 3 clusters Score -4820875 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -4821924.000000 Penalty: 3428.132568
	Iteration 8F: 3 clusters Score -4821924 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -4823610.500000 Penalty: 3428.132568
	Iteration 9F: 3 clusters Score -4823610 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -4825733.000000 Penalty: 3428.132568
	Iteration 10F: 3 clusters Score -4825733 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -4827980.500000 Penalty: 3428.132568
	Iteration 11F: 3 clusters Score -4827980 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -4829944.500000 Penalty: 3428.132568
	Iteration 12F: 3 clusters Score -4829944 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4831160.000000 Penalty: 3428.132568
	Iteration 13Q: 3 clusters Score -4831160 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -4831813.000000 Penalty: 3428.132568
	Iteration 14Q: 3 clusters Score -4831813 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -4832151.000000 Penalty: 3428.132568
	Iteration 15Q: 3 clusters Score -4832151 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -4832331.000000 Penalty: 3428.132568
	Iteration 16Q: 3 clusters Score -4832331 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -4832417.500000 Penalty: 3428.132568
	Iteration 17Q: 3 clusters Score -4832418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -4832467.000000 Penalty: 3428.132568
	Iteration 18Q: 3 clusters Score -4832467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -4832501.000000 Penalty: 3428.132568
	Iteration 19Q: 3 clusters Score -4832501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -4832515.000000 Penalty: 3428.132568
	Iteration 20F: 3 clusters Score -4832515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -4832529.500000 Penalty: 3428.132568
	Iteration 21Q: 3 clusters Score -4832530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4832533.500000 Penalty: 3428.132568
	Iteration 22Q: 3 clusters Score -4832534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4832539.000000 Penalty: 3428.132568
	Iteration 23Q: 3 clusters Score -4832539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -4832542.500000 Penalty: 3428.132568
	Iteration 24Q: 3 clusters Score -4832542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4832546.500000 Penalty: 3428.132568
	Iteration 25Q: 3 clusters Score -4832546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -4832543.000000 Penalty: 3428.132568
	Iteration 26Q: 3 clusters Score -4832543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -4832542.000000 Penalty: 3428.132568
	Iteration 27Q: 3 clusters Score -4832542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -4832543.500000 Penalty: 3428.132568
	Iteration 28Q: 3 clusters Score -4832544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -4832549.000000 Penalty: 3428.132568
	Iteration 29Q: 3 clusters Score -4832549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -4832546.500000 Penalty: 3428.132568
	Iteration 30Q: 3 clusters Score -4832546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -4832546.500000 Penalty: 3428.132568
	Iteration 31F: 3 clusters Score -4832546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -221825.015625 Penalty: 1218.025635
	Iteration 0F: 2 clusters Score -221825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -219866.171875 Penalty: 2436.051270
	Iteration 0F: 3 clusters Score -219866.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -220314.671875 Penalty: 2436.051270
	Iteration 1F: 3 clusters Score -220314.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -220455.843750 Penalty: 2436.051270
	Iteration 2F: 3 clusters Score -220455.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -220549.578125 Penalty: 2436.051270
	Iteration 3F: 3 clusters Score -220549.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -220605.687500 Penalty: 2436.051270
	Iteration 4Q: 3 clusters Score -220605.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -220651.484375 Penalty: 2436.051270
	Iteration 5Q: 3 clusters Score -220651.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -220680.625000 Penalty: 2436.051270
	Iteration 6Q: 3 clusters Score -220680.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -220710.734375 Penalty: 2436.051270
	Iteration 7Q: 3 clusters Score -220710.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -220745.781250 Penalty: 2436.051270
	Iteration 8Q: 3 clusters Score -220745.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -220787.656250 Penalty: 2436.051270
	Iteration 9Q: 3 clusters Score -220787.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -220823.484375 Penalty: 2436.051270
	Iteration 10Q: 3 clusters Score -220823.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -220850.187500 Penalty: 2436.051270
	Iteration 11Q: 3 clusters Score -220850.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -220866.953125 Penalty: 2436.051270
	Iteration 12Q: 3 clusters Score -220867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -220880.312500 Penalty: 2436.051270
	Iteration 13Q: 3 clusters Score -220880.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -220896.640625 Penalty: 2436.051270
	Iteration 14Q: 3 clusters Score -220896.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -220919.093750 Penalty: 2436.051270
	Iteration 15Q: 3 clusters Score -220919.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -220956.078125 Penalty: 2436.051270
	Iteration 16Q: 3 clusters Score -220956.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -220993.921875 Penalty: 2436.051270
	Iteration 17Q: 3 clusters Score -220993.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -221017.765625 Penalty: 2436.051270
	Iteration 18Q: 3 clusters Score -221017.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -221034.015625 Penalty: 2436.051270
	Iteration 19Q: 3 clusters Score -221034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -221045.000000 Penalty: 2436.051270
	Iteration 20F: 3 clusters Score -221045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -221053.750000 Penalty: 2436.051270
	Iteration 21Q: 3 clusters Score -221053.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -221062.171875 Penalty: 2436.051270
	Iteration 22Q: 3 clusters Score -221062.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -221073.984375 Penalty: 2436.051270
	Iteration 23Q: 3 clusters Score -221074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -221080.531250 Penalty: 2436.051270
	Iteration 24Q: 3 clusters Score -221080.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -221092.484375 Penalty: 2436.051270
	Iteration 25Q: 3 clusters Score -221092.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -221096.484375 Penalty: 2436.051270
	Iteration 26Q: 3 clusters Score -221096.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -221101.937500 Penalty: 2436.051270
	Iteration 27Q: 3 clusters Score -221101.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -221108.375000 Penalty: 2436.051270
	Iteration 28Q: 3 clusters Score -221108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -221110.093750 Penalty: 2436.051270
	Iteration 29Q: 3 clusters Score -221110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -221110.953125 Penalty: 2436.051270
	Iteration 30Q: 3 clusters Score -221111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -221110.953125 Penalty: 2436.051270
	Iteration 31F: 3 clusters Score -221111 nChanged 0
25->26 Clusters: Score -62653796.000000, best is -62658160.000000

Main iterations: 1724 (time per=4774.390838ms)
Total iterations: 51947 (time per=158.450917ms)
Iterations metric 2: 1268632780800.000000 (time per=6.488126ns)
Iterations metric 3: 30449172742144.000000 (time per=270.320966ps)

That took 8231.049805 seconds.
